{
  "version": "2026-11-01-source-closeout-1",
  "asOf": "2026-11-01",
  "scope": "全球公开资料研究：保留首批个案，并扩展核查2025—2026八个YC批次候选池；成立年份以官方公司页面字段为依据。",
  "limitations": [
    "非随机样本，YC和英文资料偏多；不代表全球全量公司。",
    "没有统一时点、同龄且同口径的ARR可比组；不计算领域收入排名或造假概率。",
    "公司介绍和技术指标大多为自述，尚未独立测试；未披露不代表零收入。",
    "新增并购业务、收入声明撤回与第三方后续估算案例；仍未建立同日、同龄、同口径的领域ARR比较组。",
    "新增目录记录为规则初分，未完成逐家商业与技术核验；原有个案资料与目录基础资料可分别筛选。",
    "AI关键词可出现在业务背景或介绍中，因此本批筛选结果仍需人工复核，不能当作全部经过验证的AI公司。",
    "目录项尚未逐一检索收入；无可用收入数字不代表未披露或零收入。",
    "新增支付平台产品样本，创立年来自可编辑平台资料，不等于工商注册年份；支付连接不是财务审计。",
    "平台MRR与公司披露ARR分开展示；默认7天数据窗口，过期历史值可查看但不充当当期值。",
    "产品样本与法律实体未完成去重；均值、CV与最大值敏感性是样本描述，不是行业总体估计或造假概率。"
  ],
  "categories": [
    {
      "id": "C01",
      "name": "基础模型",
      "description": "通用、行业、多模态与音频模型"
    },
    {
      "id": "C02",
      "name": "算力与模型基础设施",
      "description": "推理、部署、芯片与训练数据"
    },
    {
      "id": "C03",
      "name": "Agent 开发与运行设施",
      "description": "通信、连接、身份、支付与评估"
    },
    {
      "id": "C04",
      "name": "软件开发",
      "description": "编程、应用生成与安全测试"
    },
    {
      "id": "C05",
      "name": "企业通用工作",
      "description": "知识、办公、运营与安全工作流"
    },
    {
      "id": "C06",
      "name": "客户与收入运营",
      "description": "客服、销售与营销"
    },
    {
      "id": "C07",
      "name": "行业专业应用",
      "description": "医疗、法律、金融、制造与芯片设计"
    },
    {
      "id": "C08",
      "name": "内容与创意",
      "description": "视频、图像与设计"
    },
    {
      "id": "C09",
      "name": "消费者个人应用",
      "description": "个人助手、故事与Agent终端"
    },
    {
      "id": "C10",
      "name": "机器人及实体产业",
      "description": "机器人与具身智能系统"
    },
    {
      "id": "C00",
      "name": "业务待分类",
      "description": "公开资料不足或规则未匹配，保留待复核"
    }
  ],
  "companies": [
    {
      "id": "AI001",
      "name": "Result",
      "url": "https://www.ycombinator.com/companies/result",
      "channel": "S01",
      "cat": "C09",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "当前为iPhone/Mac个人Agent；YC仍保留创业者开办/运营公司的一体化平台介绍。",
      "buyer": "当前个人设备用户；历史创业者",
      "delivery": "当前官网及2026-10-23条款可读；与YC业务差异/转型时点和法律主体连续待核",
      "notes": "用户合计280万美元ARR属于用户，不属于Result 本轮原候选复核复用既有ID，不重复增公司。 当前官网及Savio Martin署名条款转为个人设备Agent；暂按官网分类，YC尚有创业平台描述，转型日期/主体连续未核。第三方开放权重模型不当公司自研基础模型；免费不补零收入。",
      "cohort": "2026年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "当前条款称免费，未来付费另告知；历史业务收费未知",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E001",
        "UNCLEAR5-31438-YC",
        "UNCLEAR5-31438-LAUNCH1",
        "UNCLEAR5-31438-HOME",
        "UNCLEAR5-31438-TERMS"
      ],
      "revenueStatus": "unknown",
      "pricingEvidence": "UNCLEAR5-31438-TERMS",
      "businessModel": "当前个人设备Agent免费入口/未来软件收费待核；历史创业平台支付/运营服务另记",
      "entityBasis": "官网同Result品牌，条款Savio Martin对应YC创始人；未取得独立工商或业务迁移协议",
      "classificationBasis": "人工复核：按当前官网及条款暂归个人应用C09，保留YC创业平台C05历史，不以客户ARR替代自身收入。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读个人设备操作/第三方本地模型说明；未下载、运行或验证零留存/敏感步骤交接。",
        "evidenceIds": [
          "UNCLEAR5-31438-HOME",
          "UNCLEAR5-31438-TERMS"
        ]
      }
    },
    {
      "id": "AI002",
      "name": "primitive",
      "url": "https://www.ycombinator.com/companies/primitive",
      "channel": "S01",
      "cat": "C03",
      "year": 2026,
      "team": 4,
      "location": "美国旧金山",
      "business": "自主Agent的通信基础设施",
      "buyer": "Agent开发者",
      "delivery": "公开公司与招聘资料",
      "notes": "未读取到收入或价格披露 本轮原候选复核复用既有ID，不重复增公司。",
      "cohort": "2026年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E002",
        "UNCLEAR5-31329-YC",
        "UNCLEAR5-31329-HOME"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI003",
      "name": "Naïve",
      "url": "https://www.ycombinator.com/companies/naive",
      "channel": "S01",
      "cat": "C05",
      "year": 2025,
      "team": 12,
      "location": "美国旧金山",
      "business": "部署执行公司运营工作的AI员工",
      "buyer": "创业者与企业",
      "delivery": "页面提供免费入门和按量使用入口",
      "notes": "端到端自主能力为公司自述，未独立测试",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E003"
      ],
      "revenueStatus": "unknown",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读取YC关于自主公司运行时的描述；未测试真实任务成功率、授权控制或人工接管。",
        "evidenceIds": [
          "E003"
        ]
      }
    },
    {
      "id": "AI004",
      "name": "Async",
      "url": "https://www.ycombinator.com/companies/withasync",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "美国纽约",
      "business": "为中小专业服务企业实施业务Agent",
      "buyer": "律所、诊所、房产与托育机构",
      "delivery": "称已自动化数千小时工作",
      "notes": "实施、人工介入及毛利未披露",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E004"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI005",
      "name": "Strand AI",
      "url": "https://www.ycombinator.com/companies/strand-ai",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "美国旧金山",
      "business": "多模态模型补全患者生物学数据",
      "buyer": "药企与生物科技公司",
      "delivery": "模型及合作邀约",
      "notes": "未披露付费规模，技术效果为公司自述",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E005"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI006",
      "name": "Agnost AI",
      "url": "https://www.ycombinator.com/companies/agnost-ai",
      "channel": "S01",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "美国旧金山",
      "business": "分析Agent失败并训练专用模型",
      "buyer": "Agent产品团队",
      "delivery": "已有产品和工作负载评测邀约",
      "notes": "客户提及不等于收入已核实",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E006"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI007",
      "name": "Paloma",
      "url": "https://www.ycombinator.com/companies/paloma",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "美国旧金山",
      "business": "为供应链与制造运营提供软件和数据分析",
      "buyer": "制造与供应链运营负责人",
      "delivery": "当前介绍与早期CRM定位不同",
      "notes": "5亿美元ARR属于创始人在Deel的过往业务",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E007"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI008",
      "name": "Ergo",
      "url": "https://www.ycombinator.com/companies/ergo",
      "channel": "S01",
      "cat": "C06",
      "year": 2025,
      "team": 9,
      "location": "美国旧金山",
      "business": "整合销售沟通数据并推进交易",
      "buyer": "B2B销售团队",
      "delivery": "页面列示客户团队",
      "notes": "7.5万美元成交合同是客户效果，非本公司收入",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E008"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI009",
      "name": "Pacific",
      "url": "https://www.ycombinator.com/companies/pacific",
      "channel": "S01",
      "cat": "C02",
      "year": 2026,
      "team": 6,
      "location": "美国旧金山",
      "business": "生产模块化数据中心并出售算力或设备",
      "buyer": "算力买家与数据中心客户",
      "delivery": "披露托管与设备销售意向书",
      "notes": "意向书不等于已执行合同、收入或ARR",
      "cohort": "2026年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E009"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI010",
      "name": "horizontal.",
      "url": "https://www.ycombinator.com/companies/horizontal",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山",
      "business": "生产计划、质量和物流的工厂运营Agent",
      "buyer": "制造企业",
      "delivery": "公开产品及示范视频",
      "notes": "工厂软件运营归行业应用，不混入机器人硬件",
      "cohort": "2026年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E010"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI011",
      "name": "Wayco",
      "url": "https://www.ycombinator.com/companies/wayco",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "美国纽约",
      "business": "医疗法律案件的数据与流程自动化",
      "buyer": "医疗法律服务机构",
      "delivery": "公开产品介绍",
      "notes": "未独立测试交付水平",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E011"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI012",
      "name": "Waddle Labs",
      "url": "https://www.ycombinator.com/companies/waddle-labs",
      "channel": "S01",
      "cat": "C10",
      "year": 2025,
      "team": 2,
      "location": "美国旧金山",
      "business": "用语言Agent编写机器人控制代码",
      "buyer": "机器人开发者",
      "delivery": "预览API和操作演示",
      "notes": "任务完成时间与泛化能力为公司自述",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E012"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI013",
      "name": "Clarm",
      "url": "https://www.ycombinator.com/companies/clarm",
      "channel": "S01",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "瑞士",
      "business": "在企业自有数据上创建有治理能力的Agent",
      "buyer": "金融、法律等高信任团队",
      "delivery": "产品及使用场景介绍",
      "notes": "700万和1000万美元ARR均指创始人此前项目",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E013"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI014",
      "name": "Parametric",
      "url": "https://www.ycombinator.com/companies/parametric",
      "channel": "S01",
      "cat": "C10",
      "year": 2025,
      "team": 7,
      "location": "美国旧金山",
      "business": "以客户反馈训练执行实体工作的机器人",
      "buyer": "实体运营企业",
      "delivery": "机器人与训练路线介绍",
      "notes": "未核验商用部署规模 当前YC及2025年机器人RL发布补核；前雇主收入、融资与创始人履历不作Parametric收入，部署与反馈学习效果待核。",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E014",
        "UNCLEAR1-30604-YC",
        "UNCLEAR1-30604-LAUNCH1"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI015",
      "name": "Eloquent AI",
      "url": "https://www.ycombinator.com/companies/eloquent-ai",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "美国旧金山",
      "business": "金融服务后台与客户服务操作Agent",
      "buyer": "金融与保险机构",
      "delivery": "官网自述现有金融系统内执行工作流，提供模拟、渐进部署、人工审批及审计记录；未独立实测。",
      "notes": "四周50万美元ARR仍缺日历截止日及经常性定义。现行按结果/用量收费可能有收入波动；官网改善百分比不是收入或独立性能验证。",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "官网文章说明结果与用量混合收费；单位价格、最低承诺、失败重试和验收条款未公开",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E015",
        "E102",
        "ELOQ-HOME",
        "ELOQ-OUTCOME",
        "ARRCHECK1-ELOQ-YC"
      ],
      "revenueStatus": "self",
      "businessModel": "复杂任务按成功结果收费，分类和路由等简单任务按用量收费；具体合同待核",
      "pricingEvidence": "ELOQ-OUTCOME",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读工作流、安全控制及收费自述；未复测自动化率、系统集成或审计可用性，页面演示不是独立技术评估。",
        "evidenceIds": [
          "ELOQ-HOME",
          "ELOQ-OUTCOME"
        ]
      }
    },
    {
      "id": "AI016",
      "name": "Gojiberry AI",
      "url": "https://www.ycombinator.com/companies/gojiberry-ai",
      "channel": "S01",
      "cat": "C06",
      "year": 2025,
      "team": 7,
      "location": "法国巴黎",
      "business": "识别购买意图并自动执行销售触达",
      "buyer": "B2B销售团队",
      "delivery": "页面列示付费客户与ARR里程碑",
      "notes": "页面含140万与250万美元两阶段数字，日期不明 合同机制补查：基础订阅另有Agent/线索源/独立workspace和credit扩展；一般条款循环续费，真实合同/实收及ARR定义仍缺。",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "PRO原文$99/月，含2个Agent和至多1800个月度触达；CUSTOM含更高用量、集成、引导与专人支持，询价；币种代码待核 原始帮助另列每月200credits、追加Agent原$59、额外线索源29、组织成员99及credit包25起；组织成员独立workspace，非普通席位。",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "pricingEvidence": "E131",
      "evidenceIds": [
        "E016",
        "MR-E-superfruits",
        "E101",
        "E131",
        "ARRCHECK1-GOJI-HELP",
        "ARRCHECK1-GOJI-TERMS"
      ],
      "revenueStatus": "self",
      "businessModel": "软件订阅",
      "entityBasis": "SUPERFRUITSSAS及RCSParis988586111为条款自述，独立登记待核。"
    },
    {
      "id": "AI017",
      "name": "Pelica",
      "url": "https://www.ycombinator.com/companies/pelica",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "美国旧金山",
      "business": "整合医疗数据并执行价值医疗工作流程",
      "buyer": "医保及风险承担医疗组织",
      "delivery": "自述覆盖35万成员",
      "notes": "服务成员数不是付费客户数；履历收入排除",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E017"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI018",
      "name": "Balance",
      "url": "https://www.ycombinator.com/companies/getbalance",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 20,
      "location": "英国伦敦",
      "business": "用AI协助完成月度账务的会计服务",
      "buyer": "中小企业",
      "delivery": "会计业务和招聘资料",
      "notes": "不能默认会计服务具备纯软件毛利",
      "cohort": "2026年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E018"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI019",
      "name": "Remedy",
      "url": "https://www.ycombinator.com/companies/remedy",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "药房处方续配与患者服务Agent",
      "buyer": "药房",
      "delivery": "YC状态为已被收购",
      "notes": "收入未披露；保留被收购公司以减少存续偏差",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E019"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI020",
      "name": "Hedge",
      "url": "https://www.ycombinator.com/companies/hedge",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山",
      "business": "AI原生专业保险公司",
      "buyer": "保险经纪商",
      "delivery": "产品与招聘资料",
      "notes": "创始人此前管理2000万美元业务收入不属于Hedge",
      "cohort": "2026年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E020"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI021",
      "name": "Roark",
      "url": "https://www.ycombinator.com/companies/roark",
      "channel": "S01",
      "cat": "C03",
      "year": 2025,
      "team": 3,
      "location": "美国旧金山",
      "business": "语音Agent的测试、监控与仿真",
      "buyer": "语音AI开发团队",
      "delivery": "自述六个月处理1000万通话分钟",
      "notes": "150万和5000万美元ARR属于创始人原雇主",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E021"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI022",
      "name": "Swerve",
      "url": "https://www.ycombinator.com/companies/swerve",
      "channel": "S01",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": "美国旧金山",
      "business": "交互式AI故事与聊天",
      "buyer": "个人消费者",
      "delivery": "应用及先前视频社交发布记录",
      "notes": "产品方向发生变化，不能把旧使用量当当前收入",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E022"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI023",
      "name": "OneTriangle",
      "url": "https://www.ycombinator.com/companies/onetriangle",
      "channel": "S01",
      "cat": "C02",
      "year": 2026,
      "team": 4,
      "location": "美国旧金山",
      "business": "利用KV缓存迁移降低推理成本",
      "buyer": "模型与Agent开发者",
      "delivery": "技术演示及公开产品",
      "notes": "成本和延迟改进为公司自述，未独立复测",
      "cohort": "2026年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E023"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI024",
      "name": "Narrative",
      "url": "https://www.ycombinator.com/companies/usenarrative",
      "channel": "S01",
      "cat": "C08",
      "year": 2025,
      "team": 3,
      "location": "美国纽约",
      "business": "视频素材搜索、剪辑与后期自动化",
      "buyer": "剪辑师、工作室、体育团队",
      "delivery": "页面列举实际使用场景",
      "notes": "创始人此前应用用户规模不代表本产品",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E024"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI025",
      "name": "Hera",
      "url": "https://www.ycombinator.com/companies/hera-video",
      "channel": "S01",
      "cat": "C08",
      "year": 2025,
      "team": 5,
      "location": "德国柏林",
      "business": "通过自然语言制作动态图形",
      "buyer": "视频创作者和出版团队",
      "delivery": "明确于2025年5月发布",
      "notes": "月收入翻倍为增长率，缺少收入基数",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E025"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI026",
      "name": "OpenRelay",
      "url": "https://www.ycombinator.com/companies/openrelay",
      "channel": "S01",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山",
      "business": "跨硬件和云调度模型推理",
      "buyer": "推理买家与算力供应商",
      "delivery": "自述每周生成1000亿token",
      "notes": "Token量不等于营收；原AWS业务ARR排除",
      "cohort": "2026年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E026"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI027",
      "name": "Bezel",
      "url": "https://www.ycombinator.com/companies/bezel",
      "channel": "S01",
      "cat": "C08",
      "year": 2025,
      "team": 1,
      "location": "美国纽约",
      "business": "电商服装虚拟模特与影像生成",
      "buyer": "服装电商品牌",
      "delivery": "公开自助产品",
      "notes": "过往支付处理量不属于Bezel收入",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E027"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI028",
      "name": "Flick",
      "url": "https://www.ycombinator.com/companies/flick",
      "channel": "S01",
      "cat": "C08",
      "year": 2025,
      "team": 2,
      "location": "美国圣巴巴拉",
      "business": "AI短片创作与协同工作流",
      "buyer": "电影与视频创作者",
      "delivery": "自述已有影片和创作者社区",
      "notes": "作品和奖项不能代替商业收入",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E028"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI029",
      "name": "Compyle",
      "url": "https://www.ycombinator.com/companies/compyle",
      "channel": "S01",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": "美国旧金山",
      "business": "在澄清需求后协作编程的Agent",
      "buyer": "软件工程团队",
      "delivery": "公开测试版",
      "notes": "基于公司介绍分类，未进行性能排名",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E029"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI030",
      "name": "Prism",
      "url": "https://www.ycombinator.com/companies/prism",
      "channel": "S01",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "美国旧金山",
      "business": "为编码Agent提供推理和模型部署",
      "buyer": "模型及Agent开发团队",
      "delivery": "推理产品与定价模式介绍",
      "notes": "与招聘公司Prism不是同一实体 当前为编码Agent推理，历史发布含视频和会话回放分析；不因多次转型重复增公司，也不与招聘Prism合并。厂商速度与客户六位数月模型支出不作公司收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E030",
        "UNCLEAR1-30492-YC",
        "UNCLEAR1-30492-LAUNCH1",
        "UNCLEAR1-30492-LAUNCH2",
        "UNCLEAR1-30492-LAUNCH3"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI031",
      "name": "Cardboard",
      "url": "https://www.ycombinator.com/companies/cardboard",
      "channel": "S01",
      "cat": "C08",
      "year": 2025,
      "team": 8,
      "location": "印度班加罗尔",
      "business": "Agent式视频剪辑",
      "buyer": "视频制作团队",
      "delivery": "产品与研发招聘资料",
      "notes": "未独立核验付费与交付规模",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E031"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI032",
      "name": "Wideframe",
      "url": "https://www.ycombinator.com/companies/wideframe",
      "channel": "S01",
      "cat": "C08",
      "year": 2025,
      "team": 2,
      "location": "美国旧金山",
      "business": "本地视频剪辑AI同事",
      "buyer": "视频制作与营销团队",
      "delivery": "提供7天试用及定制工作流",
      "notes": "定制收入和软件订阅需分拆",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E032"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI033",
      "name": "General Instinct",
      "url": "https://www.ycombinator.com/companies/general-instinct",
      "channel": "S01",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山",
      "business": "边缘视觉与物理AI模型部署",
      "buyer": "边缘AI产品团队",
      "delivery": "披露端侧生产实例",
      "notes": "性能指标为自述，未独立复测",
      "cohort": "2026年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E033"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI034",
      "name": "Raven（原Sintem）",
      "url": "https://www.ycombinator.com/companies/ravenphone",
      "channel": "S01",
      "cat": "C09",
      "year": 2026,
      "team": 1,
      "location": "德国",
      "business": "跨应用执行工作的Agent手机",
      "buyer": "个人及团队用户",
      "delivery": "公开产品与创始人资料",
      "notes": "旧名称sintem重定向；此前SaaS的110万美元ARR排除",
      "cohort": "2026年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E034"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI035",
      "name": "AgentMail",
      "url": "https://www.ycombinator.com/companies/agentmail",
      "channel": "S01",
      "cat": "C03",
      "year": 2025,
      "team": 10,
      "location": "美国旧金山",
      "business": "面向Agent的程序化邮箱API",
      "buyer": "Agent开发团队",
      "delivery": "API与按邮件用量计费模式",
      "notes": "融资额不是ARR",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "官方明确加购为固定月费容量，而非按每个邮件事件收费。每个容量单位2美元/月。",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "pricingEvidence": "E130",
      "evidenceIds": [
        "E035"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI036",
      "name": "Orthogonal",
      "url": "https://www.ycombinator.com/companies/orthogonal",
      "channel": "S01",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "美国旧金山",
      "business": "让Agent发现、访问并支付API",
      "buyer": "Agent开发者及API供应商",
      "delivery": "公开MCP与SDK",
      "notes": "API交易流水和平台净收入应分开 本轮复用既有YC身份并补读API网关、预付余额及按量支付；上游付款/客户余额与平台净收入需拆分，不重复增公司。",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E036",
        "UNCLEAR4-31154-YC",
        "UNCLEAR4-31154-LAUNCH1",
        "UNCLEAR4-31154-HOME"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI037",
      "name": "OpenHack",
      "url": "https://www.ycombinator.com/companies/openhack",
      "channel": "S01",
      "cat": "C04",
      "year": 2025,
      "team": 1,
      "location": "美国旧金山",
      "business": "持续执行安全扫描与渗透测试的Agent",
      "buyer": "软件与安全团队",
      "delivery": "公开产品",
      "notes": "安全能力与误报率尚未独立评测",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E037"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI038",
      "name": "Cotool",
      "url": "https://www.ycombinator.com/companies/cotool",
      "channel": "S01",
      "cat": "C05",
      "year": 2025,
      "team": 8,
      "location": "美国旧金山",
      "business": "安全告警调查、检测与响应Agent",
      "buyer": "企业安全团队",
      "delivery": "页面列示使用团队与人工审批机制",
      "notes": "Agent交付与日志基础设施需区分",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E038"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI039",
      "name": "Multifactor",
      "url": "https://www.ycombinator.com/companies/multifactor",
      "channel": "S01",
      "cat": "C03",
      "year": 2025,
      "team": 6,
      "location": "美国旧金山",
      "business": "Agent身份认证、授权与审计",
      "buyer": "企业安全与Agent开发团队",
      "delivery": "多平台产品及演示",
      "notes": "客户供应链金额不是本公司收入",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "evidenceIds": [
        "E039"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI040",
      "name": "Floot",
      "url": "https://www.ycombinator.com/companies/floot",
      "channel": "S01",
      "cat": "C04",
      "year": 2025,
      "team": 4,
      "location": "美国旧金山",
      "business": "承载由AI生成的应用及其后端",
      "buyer": "非技术创业者与应用构建者",
      "delivery": "通过Claude/ChatGPT等客户端构建App并提供后端托管；当前套餐含构建动作、可选平台AI和移动App构建额度，效果未独立测试。",
      "notes": "创始人披露100万美元ARR，但业务时点待核 后续复核原始$1MARR未明币种，不能因当前套餐USD倒推历史币种。旧仅平台费说明与当前可选AI/托管用量、支付抽成并存，原时点合同仍缺。",
      "cohort": "2025年成立",
      "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
      "datePrecision": "年",
      "price": "当前原始文档明确USD：Free；Pro25/月或250/年，Power100/月或1000/年，含不同构建动作/AIcredits/托管额度。可选FlootAgent与用户自备模型订阅分开。",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司在YC的自述资料",
      "pricingEvidence": "ARRCHECK1-FLOOT-PRICE",
      "evidenceIds": [
        "E040",
        "ARRCHECK1-FLOOT-PRICE",
        "ARRCHECK1-FLOOT-SUB",
        "ARRCHECK1-FLOOT-TERMS",
        "ARRCHECK1-FLOOT-ARR"
      ],
      "revenueStatus": "self",
      "businessModel": "订阅平台费+可选AI/托管充值；当前客户App支付平台抽成Pro1%/Power0%，交易流水、Stripe处理费及Shippo标签费不作平台软件净费。"
    },
    {
      "id": "AI041",
      "name": "humans&",
      "cat": "C01",
      "year": 2025,
      "location": "美国",
      "url": "https://humansand.ai/investors",
      "business": "面向人与人协作的前沿模型实验室",
      "buyer": "企业与开发者",
      "delivery": "公开实验室与研发方向",
      "notes": "成立年份据投资方S32名录；2026-01-20官方介绍",
      "extraUrl": "https://s32.getro.com/companies/humans-2-e0211813-0914-4645-81de-de078cc9d441",
      "channel": "S12",
      "cohort": "2025年成立",
      "team": null,
      "teamBasis": null,
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司或投资机构资料",
      "evidenceIds": [
        "E041"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI042",
      "name": "AMI Labs",
      "cat": "C01",
      "year": null,
      "location": "法国巴黎",
      "url": "https://amilabs.xyz/",
      "business": "学习现实世界表征的世界模型",
      "buyer": "工业、机器人与医疗开发者",
      "delivery": "官网展示研发方向",
      "notes": "成立日期未获一手核验；2026-03-10公开发布单列",
      "extraUrl": "https://www.edb.gov.sg/en/business-insights/insights/ai-godfather-raises-s1-3-billion-for-startup-with-singapore-as-a-key-base.html",
      "channel": "S12",
      "cohort": "2026年公开发布（成立日待核）",
      "team": null,
      "teamBasis": null,
      "datePrecision": "未知",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司或投资机构资料",
      "evidenceIds": [
        "E042"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI043",
      "name": "Nexor AI",
      "cat": "C06",
      "year": 2026,
      "location": "美国旧金山",
      "url": "https://speedrun.a16z.com/companies/nexor-ai",
      "business": "跨语音与消息渠道执行收入运营任务",
      "buyer": "企业销售与增长团队",
      "delivery": "投资方披露270家客户及ARR里程碑",
      "notes": "成立年和人数来自a16z Speedrun资料 官网200余公司与机构270客户为不同快照，缺同期付费定义；五个月ARR仍缺币种/日历时点，旧创始人房产交易及融资不继承。",
      "extraUrl": "https://speedrun.a16z.com/companies/nexor-ai",
      "channel": "S12",
      "cohort": "2026年成立",
      "team": 8,
      "teamBasis": "投资机构名录，业务截至日未注明",
      "datePrecision": "年",
      "price": "当前官网预约演示，单位价格/最低承诺和实际合同未核",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司或投资机构资料",
      "evidenceIds": [
        "E043",
        "ARRCHECK1-NEXOR-HOME",
        "SR007F10-P-AI043"
      ],
      "revenueStatus": "self",
      "businessModel": "收入Agentharness、多渠道交付和CRM接入；软件持续费、用量/结果、一次定制集成需按实际合同拆分。"
    },
    {
      "id": "AI044",
      "name": "诺因智能",
      "cat": "C10",
      "year": 2025,
      "location": "中国深圳",
      "url": "https://www.knowinai.com/about.html",
      "business": "面向家庭消费场景的具身智能系统",
      "buyer": "家庭消费者",
      "delivery": "官网介绍模型、系统及家庭产品路线",
      "notes": "官网称2025年7月成立；第三方工商日期为2025-06-23，口径差异待核",
      "extraUrl": "https://www.taibo.cn/company/121711",
      "channel": "S12",
      "cohort": "2025年成立",
      "team": null,
      "teamBasis": null,
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司或投资机构资料",
      "evidenceIds": [
        "E044"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI045",
      "name": "苏度科技",
      "cat": "C10",
      "year": 2025,
      "location": "中国上海",
      "url": "https://t.cj.sina.com.cn/articles/view/2822771827/a8401473020017lca",
      "business": "通用机器人大脑与具身系统",
      "buyer": "工业及机器人企业",
      "delivery": "2026-09-30融资报道说明仍推进产业验证",
      "notes": "媒体直接报道；技术性能未独立评测",
      "extraUrl": "https://www.taibo.cn/company/121773",
      "channel": "S12",
      "cohort": "2025年成立",
      "team": null,
      "teamBasis": null,
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "媒体报道",
      "evidenceIds": [
        "E045"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI046",
      "name": "眸深智能",
      "cat": "C10",
      "year": 2025,
      "location": "中国上海",
      "url": "https://www.moushen.ai/",
      "business": "跨机器人本体的生成式具身模型",
      "buyer": "机器人与行业客户",
      "delivery": "官网产品及合作动态",
      "notes": "成立年月来自上海市中小企业服务机构托管的企业材料",
      "extraUrl": "https://www.ssme.sh.gov.cn/images/contest_2026/award/2025/mszn.pdf",
      "channel": "S12",
      "cohort": "2025年成立",
      "team": null,
      "teamBasis": null,
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司或投资机构资料",
      "evidenceIds": [
        "E046"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI047",
      "name": "维泛智能",
      "cat": "C02",
      "year": 2025,
      "location": "中国北京",
      "url": "https://www.cyzone.cn/article/834459.html",
      "business": "面向机器人推理与控制的芯片",
      "buyer": "机器人厂商",
      "delivery": "报道规划2027年第二季度投产",
      "notes": "处于研发阶段；数亿元融资不当作收入",
      "extraUrl": "https://www.cyzone.cn/article/834459.html",
      "channel": "S12",
      "cohort": "2025年成立",
      "team": null,
      "teamBasis": null,
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "媒体报道",
      "evidenceIds": [
        "E047"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI048",
      "name": "深度机智（机智赛博主体）",
      "cat": "C10",
      "year": 2025,
      "location": "中国北京",
      "url": "https://www.puhuacapital.com/mobile/index.php/news/info/301",
      "business": "人类第一视角数据与具身基座模型",
      "buyer": "机器人与物理AI团队",
      "delivery": "投资方介绍模型和数据路线",
      "notes": "关联主体可能早于2025；本行明确北京机智赛博主体，避免混淆",
      "extraUrl": "https://m.pedaily.cn/vc/company/882321.html",
      "channel": "S12",
      "cohort": "2025年成立",
      "team": null,
      "teamBasis": null,
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司或投资机构资料",
      "evidenceIds": [
        "E048"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI049",
      "name": "Amplibotics",
      "cat": "C02",
      "year": 2025,
      "location": "美国拉斯维加斯",
      "url": "https://amplibotics.ai/",
      "business": "遥操作机器人数据采集与交付",
      "buyer": "物理AI实验室与机器人开发商",
      "delivery": "官网披露机器人农场和人工遥操作流程",
      "notes": "人工操作与质检成本需计入数据交付成本",
      "extraUrl": "https://amplibotics.ai/",
      "channel": "S12",
      "cohort": "2025年成立",
      "team": null,
      "teamBasis": null,
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司或投资机构资料",
      "evidenceIds": [
        "E049"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI050",
      "name": "Ricursive Intelligence",
      "cat": "C07",
      "year": 2025,
      "location": "美国",
      "url": "https://www.ricursive.com/",
      "business": "面向芯片设计与验证的自改进AI系统",
      "buyer": "芯片设计客户",
      "delivery": "官网及领投机构介绍",
      "notes": "成立年来自Sequoia公司名录；融资与收入分开",
      "extraUrl": "https://sequoiacap.com/companies/ricursive-intelligence",
      "channel": "S12",
      "cohort": "2025年成立",
      "team": null,
      "teamBasis": null,
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司或投资机构资料",
      "evidenceIds": [
        "E050"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI051",
      "name": "Gradium",
      "cat": "C01",
      "year": 2025,
      "location": "法国巴黎",
      "url": "https://gradium.ai/blog/gradium",
      "business": "实时生成、转录与对话的音频基础模型",
      "buyer": "语音应用开发者与企业",
      "delivery": "2025-12-02正式发布，称已有生产客户",
      "notes": "2025年成立据公司合作公告；研发能力不等同经营规模",
      "extraUrl": "https://gradium.ai/blog/yampa-gradium-partnership",
      "channel": "S12",
      "cohort": "2025年成立",
      "team": null,
      "teamBasis": null,
      "datePrecision": "年",
      "price": "月费套餐包含点数，额外点数及企业部署另计；XS页面为12美元/月。",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司或投资机构资料",
      "pricingEvidence": "E132",
      "evidenceIds": [
        "E051",
        "TECH-GRAD-TTS",
        "TECH-GRAD-METHOD"
      ],
      "revenueStatus": "unknown",
      "technicalReview": {
        "level": "independent-test",
        "reviewedAt": "2026-10-30",
        "summary": "Artificial Analysis公开提供Gradium TTS Sep 2026的Provider Voice Arena偏好评测，Elo 1175，95%区间1162—1188。属于第三方已发表结果，本轮未自行复测。",
        "evidenceIds": [
          "TECH-GRAD-TTS",
          "TECH-GRAD-METHOD"
        ],
        "testScope": "评测方Artificial Analysis；模型Gradium TTS (Sep 2026)；英语服务商原生音色、同文本成对听感偏好投票，隐藏模型名。该榜不是固定音色控制实验，也不测端到端语音Agent可靠性、全部语言或企业整体能力。"
      }
    },
    {
      "id": "AI052",
      "name": "Wonderful",
      "cat": "C05",
      "year": 2025,
      "location": "荷兰阿姆斯特丹 / 以色列团队",
      "url": "https://www.wonderful.ai/blog-articles/wonderful-raises-550m-series-c",
      "business": "企业通用AI操作平台：跨部门工作流、员工助手、应用及客户对话Agent。",
      "buyer": "大型企业",
      "delivery": "2026-09-02官方融资公告",
      "notes": "按最新可读官方平台定位更新主类；团队为9月快照。收入仍仅第三方估算，不能用融资公告核实ARR。",
      "extraUrl": "https://www.wonderful.ai/blog-articles/wonderful-raises-550m-series-c",
      "channel": "S12",
      "cohort": "2025年成立",
      "team": 650,
      "teamBasis": "2026-09-02公司公告称650名员工；未审计，不代表10月人数",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司或投资机构资料",
      "evidenceIds": [
        "E052"
      ],
      "revenueStatus": "estimate",
      "businessModel": "企业平台与驻场工程部署；合同和实施收费拆分待核",
      "classificationBasis": "2026-09-02官方公告将产品扩展为跨部门企业AI平台，现按C05归类；客户服务为其中一种应用，历史C06分类不代表同期业务可比。"
    },
    {
      "id": "AI053",
      "name": "Emergent",
      "cat": "C04",
      "year": null,
      "location": "美国旧金山 / 印度团队",
      "url": "https://emergent.sh/about-us",
      "business": "自然语言生成、测试和部署应用",
      "buyer": "非技术创业者与中小企业",
      "delivery": "2025年公开推出应用构建平台",
      "notes": "成立年尚未核验；2024年已获YC支持，不按二手页面2025成立说法纳入成立队列",
      "extraUrl": "https://stripe.com/customers/emergent",
      "channel": "S12",
      "cohort": "2025年公开发布（2024年已获YC支持）",
      "team": null,
      "teamBasis": null,
      "datePrecision": "未知",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司或投资机构资料",
      "evidenceIds": [
        "E053",
        "DATE-EM-ARR"
      ],
      "revenueStatus": "self"
    },
    {
      "id": "AI054",
      "name": "Rork",
      "cat": "C04",
      "year": 2024,
      "location": "美国旧金山",
      "url": "https://speedrun.a16z.com/companies/rork",
      "business": "通过AI构建移动应用",
      "buyer": "个人创业者与产品团队",
      "delivery": "2025年转向移动应用并正式公告",
      "notes": "2025发布/转型对照；不声称首次发布于2025",
      "extraUrl": "https://rork.com/blog/announcing-rork",
      "channel": "S12",
      "cohort": "2025年转型发布对照",
      "team": 7,
      "teamBasis": "投资机构名录，业务截至日未注明",
      "datePrecision": "年",
      "price": "未逐一核验定价页",
      "stage": "公开资料，商用成熟度待核验",
      "sourceType": "公司或投资机构资料",
      "evidenceIds": [
        "E054"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "AI055",
      "name": "Peec AI",
      "url": "https://peec.ai",
      "cat": "C06",
      "year": 2025,
      "team": 100,
      "location": "德国柏林 / 美国纽约",
      "business": "追踪品牌在AI搜索中的可见度，并以Agent协助研究、内容建议和工具间任务交接。",
      "buyer": "品牌营销团队与代理机构",
      "delivery": "2026-10-22公司公告称超过3500家公司采用，发布Peec Agent；未独立测试效果",
      "notes": "2025年1月成立、2月产品上线；2024团队在Antler相识。招聘转载的1500万ARR缺明确截止日及币种代码，与8月第三方估算不视为相互独立验证。 公司五月披露的客户总数未证全为付费/全价，不作ARR分母；现提示词/项目/模型数量与Agentcredits为计费容量，不能当客户数。 复查Sacra明确估算与客户分母推ARPU，不能以两个下界相除确认单客收入；Berlin,United States目录地理字段不照抄。原收入观测不重复新增。",
      "cohort": "2025年成立",
      "teamBasis": "2026-10-30访问公司招聘转载列100+，作为下界；页面Posted on 2026-09-22不等业务截止日，未独立核实",
      "price": "品牌套餐比较表原文$95/$245/$495每月，企业询价；按提示词、模型与项目及Agent额度区分，席位不限；币种代码待核 当前主卡Enterprise年约，但帮助页允许月订阅，实际合同需核；Starter无API，品牌Pro/Advanced及机构套餐可用。",
      "stage": "有公司披露的商业使用",
      "sourceType": "公司公告；第三方估算单列",
      "evidenceIds": [
        "E088",
        "E089",
        "E090",
        "DATE-PEEC-OCT",
        "PEEC-PRICE",
        "PEEC-JOBS",
        "ARRCHECK2-PEEC-PRICE",
        "ARRCHECK2-PEEC-API",
        "ARRCHECK2-PEEC-PRESS",
        "SACRA1-PEEC-SACRA",
        "SACRA1-PEEC-ORIGINAL"
      ],
      "revenueStatus": "self",
      "teamBound": "≥",
      "businessModel": "订阅计划含Agent额度，可追加月度credits；收入拆分待核",
      "pricingEvidence": "PEEC-PRICE"
    },
    {
      "id": "AI056",
      "name": "Base44",
      "url": "https://base44.com",
      "cat": "C04",
      "year": 2025,
      "team": null,
      "location": "以色列",
      "business": "用自然语言生成应用，并提供数据库、认证与托管",
      "buyer": "创业者、小企业与内部工具团队",
      "delivery": "上市公司披露经营增长；技术质量尚未独立测试",
      "notes": "2025年成立，同年6月被Wix收购；收购后收入与独立初创组分开。 Wix2026二季度附件给出包含Base44的期末有效订阅MRR×12定义，但集团ARR/收入非Base44独立财务；年初非GAAP毛利近零、下半年60%是预测。信用消耗可随模型路由变化，失败也可扣费，不能仅凭ARR判断商业盈利。 复查Sacra2亿为估算复述，非新增独立披露；Wix集团/分部ARR与产品独立收入和推理毛利预期继续分开，不重复里程碑。",
      "cohort": "2025年成立",
      "teamBasis": null,
      "price": "当前默认年付等效月价原$16/40/80/160，Starter/Builder/Pro/Elite双额度，免费层25月消息；企业询价。原$不补币种，年付折算与单独月付分开。",
      "stage": "已收购，商业运营",
      "sourceType": "收购方管理层披露；媒体转述创始人声明",
      "evidenceIds": [
        "E091",
        "E092",
        "E093",
        "E094",
        "E095",
        "E096",
        "ARRCHECK2-BASE-DEFINITION",
        "ARRCHECK2-BASE-PRICE",
        "ARRCHECK2-BASE-TERMS",
        "SACRA1-BASE-SACRA",
        "SACRA1-BASE-SEC",
        "TIME1-BASE-Q4-TIME",
        "TIME1-BASE-Q1-TIME"
      ],
      "revenueStatus": "self",
      "pricingEvidence": "ARRCHECK2-BASE-PRICE",
      "businessModel": "分档订阅含消息/集成credits，超额升级/限制及可能用量收费；实际合同续费、折扣退款、赠送额度和计算成本待核。"
    },
    {
      "id": "AI057",
      "name": "Alia",
      "url": "https://usealia.com",
      "cat": "C05",
      "year": 2025,
      "team": 6,
      "location": "美国旧金山",
      "business": "连接团队与工具上下文，识别阻碍并协调工作",
      "buyer": "企业团队负责人",
      "delivery": "跨工具上下文/Slack协调与跟进；重要输出和行为需审核，非已核实际成果",
      "notes": "投资机构页面的客户订单量属于客户业务，不计作Alia收入。",
      "cohort": "2025年成立",
      "teamBasis": "speedrun页面6 Employees；日历截至日未注明，2026-10-30访问",
      "price": "按订单/结账决定费用、额度、期间及续订，未读到公开金额",
      "stage": "公开官网与交付/条款可读；原有自述收入保留，合同、留存和实际技术效果未独立核。",
      "sourceType": "a16z speedrun公司资料",
      "evidenceIds": [
        "E097",
        "SR007F10-P-AI057",
        "SR007F10-ALIA-HOME",
        "SR007F10-ALIA-TERMS"
      ],
      "revenueStatus": "self",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读投资方档案和当前官网/可读条款；内部基准、模型/Agent口号、界面结果不当独立测，未执行外部软件或安全测试。",
        "evidenceIds": [
          "SR007F10-P-AI057",
          "SR007F10-ALIA-HOME",
          "SR007F10-ALIA-TERMS"
        ]
      },
      "businessModel": "企业协调软件，按订单订阅/额度和支持；组织数据接入、模型/索引、人工支持成本需拆",
      "entityBasis": "Prosieve, Inc. doing business as Alia及关联运营方自述，独立登记与合并收入范围未核"
    },
    {
      "id": "AI058",
      "name": "Cluely",
      "url": "https://cluely.com",
      "cat": "C05",
      "year": 2025,
      "team": null,
      "location": "美国纽约",
      "business": "实时会议问答与会议记录助手",
      "buyer": "个人及企业会议用户",
      "delivery": "公开公司资料可确认产品方向；未独立测试",
      "notes": "原ARR声明失效，当前可用ARR未知。",
      "cohort": "2025年成立",
      "teamBasis": null,
      "price": "本轮未核验定价",
      "stage": "公开商用产品，收入声明需纠错",
      "sourceType": "公司资料与媒体记录",
      "evidenceIds": [
        "E098",
        "E099",
        "E100"
      ],
      "revenueStatus": "unknown"
    },
    {
      "id": "YC28841",
      "name": "Baud",
      "url": "https://www.ycombinator.com/companies/baud",
      "cat": "C02",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "研发用于模型训练、微调和推理的AI芯片。",
      "buyer": "模型研发与部署企业",
      "delivery": "公司自述芯片研发方向，性能提升未独立测试",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-28841"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：研发用于模型训练、微调和推理的AI芯片。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "Hard Tech",
        "Semiconductors",
        "AI"
      ]
    },
    {
      "id": "YC29161",
      "name": "Goldbridge",
      "url": "https://www.ycombinator.com/companies/goldbridge",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": null,
      "business": "为房地产所有者提供AI银行及金融运营平台。",
      "buyer": "房地产所有者与运营商",
      "delivery": "公司自述金融平台定位，账户与实际交付未核验",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-29161"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为房地产所有者提供AI银行及金融运营平台。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "Real Estate",
        "Finance",
        "Proptech",
        "Neobank",
        "AI"
      ]
    },
    {
      "id": "YC29666",
      "name": "Willow",
      "url": "https://www.ycombinator.com/companies/willow",
      "cat": "C09",
      "year": 2025,
      "team": 7,
      "location": "San Francisco",
      "business": "把语音转成文字，用于邮件、文档及提示输入。",
      "buyer": "Mac用户与知识工作者",
      "delivery": "简介提供Mac免费试用入口；本轮未运行产品",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-29666"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：把语音转成文字，用于邮件、文档及提示输入。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "Consumer",
        "Productivity",
        "AI"
      ]
    },
    {
      "id": "YC30086",
      "name": "Autumn",
      "url": "https://www.ycombinator.com/companies/autumn",
      "cat": "C05",
      "year": 2025,
      "team": 5,
      "location": "London, United Kingdom",
      "business": "公司简介：Billing infrastructure for AI",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30086"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：管理Stripe计费、用量和客户权限，主营为企业收费运营基础设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC30160",
      "name": "Quantstruct",
      "url": "https://www.ycombinator.com/companies/quantstruct",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "生成、测试和更新产品文档、实施指南及变更日志。",
      "buyer": "技术写作者、专业服务与产品团队",
      "delivery": "公司自述云服务，覆盖API、SDK及企业软件文档",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30160"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：生成、测试和更新产品文档、实施指南及变更日志。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "API",
        "Automation",
        "AI"
      ]
    },
    {
      "id": "YC30176",
      "name": "Outship",
      "url": "https://www.ycombinator.com/companies/outship",
      "cat": "C05",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "记录候选人使用AI编程的过程并辅助招聘评估。",
      "buyer": "企业招聘与工程管理团队",
      "delivery": "公司自述提供云端编码测试环境；招聘预测效果未测试",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30176"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：记录候选人使用AI编程的过程并辅助招聘评估。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "B2B",
        "Recruiting",
        "AI"
      ]
    },
    {
      "id": "YC30178",
      "name": "Candor",
      "url": "https://www.ycombinator.com/companies/candor",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "帮助防务与深科技公司寻找并申请政府采购和资金机会。",
      "buyer": "参与政府采购的科技企业",
      "delivery": "公司自述Agent参与机会发现与申请；中标和付费情况未知",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30178"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：帮助防务与深科技公司寻找并申请政府采购和资金机会。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "GovTech",
        "AI"
      ]
    },
    {
      "id": "YC30183",
      "name": "Tweeks.io",
      "url": "https://www.ycombinator.com/companies/tweeksio",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "按用户需求调整网站或生成Chrome插件。",
      "buyer": "浏览器用户与插件创作者，按简介推定",
      "delivery": "只有简短标语与产品定位，具体交付仍待核验",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30183"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：按用户需求调整网站或生成Chrome插件。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "Consumer",
        "AI"
      ]
    },
    {
      "id": "YC30185",
      "name": "Excellence Learning",
      "url": "https://www.ycombinator.com/companies/excellence-learning",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "提供自适应数学科学辅导，并向学校提供辅导和练习资料。",
      "buyer": "美国家长、学生及学校",
      "delivery": "公司自述网页/iPad学习软件及学校服务，效果和收入未核验",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30185"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：提供自适应数学科学辅导，并向学校提供辅导和练习资料。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "AI-Enhanced Learning",
        "Education",
        "SaaS",
        "Edtech"
      ]
    },
    {
      "id": "YC30187",
      "name": "Praxim",
      "url": "https://www.ycombinator.com/companies/praxim",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "通过自然语言修改Word文档并控制格式和上下文。",
      "buyer": "需要编辑Word文档的知识工作者",
      "delivery": "公司自述Agent文档编辑能力，尚未独立试用",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30187"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：通过自然语言修改Word文档并控制格式和上下文。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "SaaS",
        "Consumer",
        "B2B",
        "AI",
        "Databases"
      ]
    },
    {
      "id": "YC30191",
      "name": "Partcl",
      "url": "https://www.ycombinator.com/companies/partcl",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "San Francisco",
      "business": "芯片设计自动化工具，以物理约束模型和GPU加速时序分析、门尺寸与布局。",
      "buyer": "芯片设计和物理设计工程团队",
      "delivery": "工程设计软件；GPU是工具实现方式，不据此认定销售算力",
      "notes": "创始人过去机器人经历不代表当前主营；加速倍数未独立复测。 收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30191",
        "PHYSICAL-CAT-YC30191"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营与长简介：芯片设计自动化工具，以物理约束模型和GPU加速时序分析、门尺寸与布局。 按交付对象与任务分类，行业买家或创始人经历不直接等于机器人整机研发。",
      "directoryTags": []
    },
    {
      "id": "YC30202",
      "name": "Astro",
      "url": "https://www.ycombinator.com/companies/astro",
      "cat": "C02",
      "year": 2025,
      "team": 1,
      "location": "New York City, NY",
      "business": "为AI数据中心开发具有电力条件的土地，用模型筛选地点。",
      "buyer": "AI数据中心开发商及基础设施运营方",
      "delivery": "面向电力与土地开发，模型预测及实际项目未独立核验",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30202"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为AI数据中心开发具有电力条件的土地，用模型筛选地点。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "Solar Power",
        "Energy",
        "Renewable Energy",
        "ClimateTech",
        "AI"
      ]
    },
    {
      "id": "YC30203",
      "name": "Vocality Health",
      "url": "https://www.ycombinator.com/companies/vocality-health",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为医疗场景提供语音和视频语言翻译。",
      "buyer": "医院、诊所与医生",
      "delivery": "公司自述医疗翻译应用；准确性与合规主张未独立验证",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30203"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为医疗场景提供语音和视频语言翻译。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "Healthcare",
        "Health & Wellness",
        "AI"
      ]
    },
    {
      "id": "YC30214",
      "name": "Ovlo",
      "url": "https://www.ycombinator.com/companies/ovlo",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "Dubai, United Arab Emirates",
      "business": "为伦敦初创企业提供创始人主导的招聘服务。",
      "buyer": "伦敦初创企业",
      "delivery": "可读介绍很短，AI具体作用和服务交付待核验",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30214"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为伦敦初创企业提供创始人主导的招聘服务。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "SaaS",
        "AI Assistant"
      ]
    },
    {
      "id": "YC30215",
      "name": "Contrario",
      "url": "https://www.ycombinator.com/companies/contrario",
      "cat": "C05",
      "year": 2025,
      "team": 20,
      "location": "San Francisco",
      "business": "结合专业招聘顾问网络与AI，协助企业招聘和人才匹配。",
      "buyer": "初创企业招聘团队与专业招聘顾问",
      "delivery": "公司自述已有采用、候选人安置及年化收入，合同与分账待核验",
      "notes": "年化收入不等于经常性ARR；业务截止日、币种和顾问分账的总额/净额定义待核。创始人此前创业ARR不归本公司。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公司自述采用和年化收入，未经独立审计",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30215"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：结合专业招聘顾问网络与AI，协助企业招聘和人才匹配。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "SaaS",
        "Recruiting",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "专业招聘服务与AI平台；合同、顾问分账及经常性拆分待核"
    },
    {
      "id": "YC30221",
      "name": "A1Zap by A1Base",
      "url": "https://www.ycombinator.com/companies/a1zap-by-a1base",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "让用户创建并分享工具、游戏、聊天机器人和互动体验。",
      "buyer": "朋友、学生与校园社群",
      "delivery": "公司自述面向社交分享的平台；付费和活跃数据未核验",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30221"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：让用户创建并分享工具、游戏、聊天机器人和互动体验。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "Social"
      ]
    },
    {
      "id": "YC30222",
      "name": "Altrina",
      "url": "https://www.ycombinator.com/companies/altrina",
      "cat": "C05",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "跨政府、法律、保险等组织自动化标准作业流程。",
      "buyer": "有重复内部流程的组织和企业",
      "delivery": "公司自述多行业效率改进，具体成果未经独立核验",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30222"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：跨政府、法律、保险等组织自动化标准作业流程。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": []
    },
    {
      "id": "YC30223",
      "name": "a0.dev",
      "url": "https://www.ycombinator.com/companies/a0-dev",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "生成React Native项目以加速移动应用开发。",
      "buyer": "移动应用开发者",
      "delivery": "公司自述开发平台；其自研应用成绩不直接证明工具客户采用",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30223"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：生成React Native项目以加速移动应用开发。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "Developer Tools",
        "Generative AI",
        "Design",
        "AI"
      ]
    },
    {
      "id": "YC30225",
      "name": "Trava",
      "url": "https://www.ycombinator.com/companies/trava",
      "cat": "C07",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "审计海关条目并辅助商品分类等全球贸易合规工作。",
      "buyer": "进口商与贸易合规团队",
      "delivery": "公司自述贸易合规Agent；节省金额与付费合同未核验",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30225"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：审计海关条目并辅助商品分类等全球贸易合规工作。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "Generative AI",
        "B2B",
        "Compliance",
        "Logistics",
        "Supply Chain"
      ]
    },
    {
      "id": "YC30227",
      "name": "Caseflood.ai",
      "url": "https://www.ycombinator.com/companies/caseflood-ai",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "Miami, FL",
      "business": "面向律师事务所的客户接待业务。",
      "buyer": "律师事务所，按简介定位",
      "delivery": "只有简短标语，具体AI工作流和交付证据不足",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30227"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：面向律师事务所的客户接待业务。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "B2B",
        "Sales",
        "Legal",
        "Call Center",
        "AI"
      ]
    },
    {
      "id": "YC30229",
      "name": "Ladder",
      "url": "https://www.ycombinator.com/companies/ladderai",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为上门销售记录会话、辅助复盘、成交与线索生成。",
      "buyer": "上门销售人员及管理团队",
      "delivery": "公司自述销售助手，成交提升和采用规模未独立测试",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30229"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为上门销售记录会话、辅助复盘、成交与线索生成。 按主要买家和工作任务归类，不根据融资或性能宣传排名。",
      "directoryTags": [
        "Sales",
        "Sales Enablement",
        "Home Services",
        "AI"
      ]
    },
    {
      "id": "YC30231",
      "name": "Paragon",
      "url": "https://www.ycombinator.com/companies/deployparagon",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为分销商和制造商提供增长与收入运营自动化。",
      "buyer": "分销商和制造企业",
      "delivery": "简介称AI增长引擎，具体工作流、定价与客户成果待核",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30231"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为分销商和制造商提供增长与收入运营自动化。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": []
    },
    {
      "id": "YC30234",
      "name": "Adam",
      "url": "https://www.ycombinator.com/companies/adam",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "开发用于机械工程任务的端到端Agent。",
      "buyer": "机械工程师与工程团队",
      "delivery": "官方简介仅说明研发方向；产品能力和商业交付待核",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30234"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：开发用于机械工程任务的端到端Agent。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": [
        "Hardware",
        "Design",
        "AI"
      ]
    },
    {
      "id": "YC30235",
      "name": "Rally",
      "url": "https://www.ycombinator.com/companies/rally-3",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "Berlin, Germany",
      "business": "为车队企业整合支付、记账、授信和司机薪资工作流。",
      "buyer": "配送、建筑和现场服务等车队运营企业",
      "delivery": "公司自述欧洲车队金融平台；万亿欧元是市场支出，不是公司收入",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30235"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为车队企业整合支付、记账、授信和司机薪资工作流。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": [
        "Fintech",
        "Logistics",
        "Transportation",
        "AI"
      ]
    },
    {
      "id": "YC30236",
      "name": "Tergle",
      "url": "https://www.ycombinator.com/companies/tergle",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "New York City, NY",
      "business": "尝试以AI执行审计工作。",
      "buyer": "审计团队或需要审计的企业，按任务推定",
      "delivery": "只有替代审计员的简短定位；具体产品、买家和审计效果待核",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30236"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：尝试以AI执行审计工作。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": [
        "Generative AI",
        "AI"
      ]
    },
    {
      "id": "YC30239",
      "name": "Cardamon",
      "url": "https://www.ycombinator.com/companies/cardamon",
      "cat": "C07",
      "year": 2025,
      "team": 11,
      "location": "London, United Kingdom",
      "business": "读取金融监管规则并整理适用义务和产品合规要求。",
      "buyer": "受监管金融企业的合规与产品团队",
      "delivery": "公司自述合规平台；完成速度与正确性未经独立测试",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30239"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：读取金融监管规则并整理适用义务和产品合规要求。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": [
        "Fintech",
        "Compliance",
        "Regtech",
        "AI"
      ]
    },
    {
      "id": "YC30242",
      "name": "Oki",
      "url": "https://www.ycombinator.com/companies/oki",
      "cat": "C09",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "提供保存个人数据与上下文的Oki Home记忆计算设备。",
      "buyer": "需要个人智能和数据存储的消费者",
      "delivery": "公司自述用户自有硬件方向；出货、定价与运行效果待核",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30242"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：提供保存个人数据与上下文的Oki Home记忆计算设备。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": [
        "Hardware",
        "Consumer",
        "AI"
      ]
    },
    {
      "id": "YC30243",
      "name": "Cifrato",
      "url": "https://www.ycombinator.com/companies/cifrato",
      "cat": "C07",
      "year": 2025,
      "team": 17,
      "location": "Bogotá, Colombia",
      "business": "用Agent处理发票录入、支付对账、税务申报和财务查询。",
      "buyer": "企业财务、会计与财务负责人",
      "delivery": "公司自述端到端会计工作流；并非已验证的全自动交付",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30243"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：用Agent处理发票录入、支付对账、税务申报和财务查询。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": [
        "FinOps",
        "SaaS",
        "AI"
      ]
    },
    {
      "id": "YC30249",
      "name": "HealthKey",
      "url": "https://www.ycombinator.com/companies/healthkey",
      "cat": "C07",
      "year": 2025,
      "team": 10,
      "location": "Austin, TX",
      "business": "将诊所已有患者与临床试验资格条件匹配并辅助预筛查。",
      "buyer": "医生诊所与临床试验招募团队",
      "delivery": "公司自述患者筛查工具；药企向诊所付款不等于HealthKey收入",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30249"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：将诊所已有患者与临床试验资格条件匹配并辅助预筛查。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": []
    },
    {
      "id": "YC30250",
      "name": "10x",
      "url": "https://www.ycombinator.com/companies/10x",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "连接牙科患者数据库，用AI电话和短信召回患者并预约治疗。",
      "buyer": "牙科诊所运营团队",
      "delivery": "公司自述预约与患者召回工具；诊所新增收入不是平台收入",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30250"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：连接牙科患者数据库，用AI电话和短信召回患者并预约治疗。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": []
    },
    {
      "id": "YC30254",
      "name": "HUD",
      "url": "https://www.ycombinator.com/companies/hud",
      "cat": "C02",
      "year": 2025,
      "team": 24,
      "location": "San Francisco",
      "business": "帮助企业构建强化学习环境和后训练数据集。",
      "buyer": "数据创业者、模型团队和AI实验室",
      "delivery": "公司自述有50多家企业采用；采用数不等于付费客户数或收入",
      "notes": "官网卖家收益展示、任务数量和采用企业数均无公司收入凭证，不纳为HUD收入；平台佣金、环境销售和服务合同边界待核。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "未取得公开统一费率或合同；首页收益展示不是产品价格",
      "stage": "产品平台及销售入口公开；实际付费规模和收入未知",
      "sourceType": "YC及公司官网产品与收益展示补核",
      "evidenceIds": [
        "YC-E-30254",
        "HUD-HOME",
        "HUD-PROFILE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：帮助企业构建强化学习环境和后训练数据集。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": [
        "Marketplace",
        "Reinforcement Learning",
        "B2B",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "RL环境开发/运行平台与数据销售入口；实际平台费、佣金及卖家/平台总净收入需按合同核实",
      "entityBasis": "YC关联HUD品牌和hud.ai；DataVendor为官网销售入口，不据入口或卖家展示推独立法律主体或合并收入。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读环境构建、任务追踪和QA功能介绍；没有运行SDK、验证统计或测试奖励审计效果。",
        "evidenceIds": [
          "HUD-HOME",
          "HUD-PROFILE"
        ]
      }
    },
    {
      "id": "YC30260",
      "name": "Macadamia",
      "url": "https://www.ycombinator.com/companies/macadamia",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "Ghent, Belgium",
      "business": "连接工程数据和技术文档，自动化工程项目与相关业务流程。",
      "buyer": "机械工程、制造和建筑企业",
      "delivery": "公司自述工程Agent；具体集成、任务效果与合同规模待核",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30260"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：连接工程数据和技术文档，自动化工程项目与相关业务流程。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": []
    },
    {
      "id": "YC30265",
      "name": "Harbera",
      "url": "https://www.ycombinator.com/companies/harbera",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "New York City, NY",
      "business": "协助诊所处理保险入网、协议费率和到账核对。",
      "buyer": "医疗诊所及其保险结算团队",
      "delivery": "公司自述医疗保险协作软件；入网成功率和回款改善待核",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30265"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：协助诊所处理保险入网、协议费率和到账核对。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": [
        "Health Tech",
        "Healthcare",
        "Healthcare IT",
        "AI"
      ]
    },
    {
      "id": "YC30268",
      "name": "AthenaHQ",
      "url": "https://www.ycombinator.com/companies/athenahq",
      "cat": "C06",
      "year": 2025,
      "team": 12,
      "location": "San Francisco",
      "business": "监测品牌在生成式搜索答案中的可见性、引用和推荐并辅助优化。",
      "buyer": "品牌营销与搜索增长团队",
      "delivery": "公司自述GEO/AEO平台；市场预测和团队履历不当产品效果证据",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30268"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：监测品牌在生成式搜索答案中的可见性、引用和推荐并辅助优化。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": []
    },
    {
      "id": "YC30272",
      "name": "Lucidic AI",
      "url": "https://www.ycombinator.com/companies/lucidic-ai",
      "cat": "C03",
      "year": 2025,
      "team": null,
      "location": "San Francisco",
      "business": "为Agent定制记忆、技能、求助和经验学习机制。",
      "buyer": "Agent开发者和部署团队，按产品任务推定",
      "delivery": "公司自述学习系统研发；不是已验证的新基础模型或商业能力",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30272"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为Agent定制记忆、技能、求助和经验学习机制。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": [
        "AIOps",
        "Developer Tools",
        "SaaS",
        "Automation",
        "AI"
      ]
    },
    {
      "id": "YC30274",
      "name": "Trata",
      "url": "https://www.ycombinator.com/companies/trata",
      "cat": "C07",
      "year": 2025,
      "team": 6,
      "location": "New York City, NY",
      "business": "用Agent访谈分析师、撰写研究并以订阅分发投资研究。",
      "buyer": "对冲基金和投资研究团队",
      "delivery": "官方简介明确订阅交付，订阅价格、收入和研究质量未知",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30274"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：用Agent访谈分析师、撰写研究并以订阅分发投资研究。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": [
        "Finance",
        "B2B",
        "Community",
        "Investing",
        "AI"
      ]
    },
    {
      "id": "YC30284",
      "name": "Exla",
      "url": "https://www.ycombinator.com/companies/exla",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "分析生产日志、链路和部署信息，定位异常提交并提出修复PR。",
      "buyer": "软件工程与生产可靠性团队",
      "delivery": "公司自述SRE Agent；全天候运行和定位修复能力未复测",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30284"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：分析生产日志、链路和部署信息，定位异常提交并提出修复PR。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": [
        "Infrastructure",
        "AI"
      ]
    },
    {
      "id": "YC30287",
      "name": "Calltree",
      "url": "https://www.ycombinator.com/companies/calltree",
      "cat": "C06",
      "year": 2025,
      "team": 14,
      "location": "San Francisco",
      "business": "为呼叫中心提供可接听语音、聊天并操作内部工具的AI客服。",
      "buyer": "企业呼叫中心与客服运营团队",
      "delivery": "公司自述支持内部CRM和仪表盘；解决率及人工替代程度待核",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30287"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为呼叫中心提供可接听语音、聊天并操作内部工具的AI客服。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": [
        "Generative AI",
        "SaaS",
        "B2B",
        "Customer Service",
        "AI"
      ]
    },
    {
      "id": "YC30289",
      "name": "Sherpa Labs",
      "url": "https://www.ycombinator.com/companies/sherpa-labs",
      "cat": "C02",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "从事前沿模型数据相关业务，具体产品未说明。",
      "buyer": "公开简介不足，买家待核",
      "delivery": "仅有Frontier Data标语及强化学习、数据标注标签；保留基础设施暂分类",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30289"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：从事前沿模型数据相关业务，具体产品未说明。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": [
        "Reinforcement Learning",
        "Data Labeling",
        "AI"
      ]
    },
    {
      "id": "YC30290",
      "name": "Tire Swing",
      "url": "https://www.ycombinator.com/companies/tire-swing",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "评估保障性住房申请人和住户资格，管理首次及续期认证。",
      "buyer": "公共和私人保障性住房运营商及合规团队",
      "delivery": "公司自述资格认证软件；准确性、审计替代效果和收入未知",
      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30290"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：评估保障性住房申请人和住户资格，管理首次及续期认证。 按主要买家和工作任务归类；简介不足的推定已注明。",
      "directoryTags": [
        "GovTech",
        "Real Estate",
        "Housing",
        "Compliance",
        "Legal"
      ]
    },
    {
      "id": "YC30292",
      "name": "Mesh",
      "url": "https://www.ycombinator.com/companies/mesh-2",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "从采购、应付账款及合同信号生成月末应计/预付分录与可回查依据。",
      "buyer": "中大型企业Controller、会计经理及CFO团队",
      "delivery": "汇集现有系统数据，应用可复用会计政策/脚本并嵌入公式与支持材料，缺失假设/重大变化转人工审阅。",
      "notes": "保留原YC2025/3人字段及发现快照；当前官网与公司页补核。厂商90%自动化/关账提速及客户引语未独立验证，财务分录金额不是Mesh收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC公开招聘页2026-10-31读为TeamSize3，业务截至日未列；公司页范围及关联账户不作精确人数。",
      "price": "未公开当前金额、收费单位或合同周期",
      "stage": "现有应计自动化产品和公开案例可读，付费合同/结果未独立核验",
      "sourceType": "YC官方字段、当前公司官网及公开主页",
      "evidenceIds": [
        "YC-E-30292",
        "TC26AG-INDEX",
        "TC26ENT3-MESH-HOME",
        "TC26ENT3-MESH-YC",
        "TC26ENT3-MESH-YEAR"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "人工复核：主要任务是专业会计分录与关账，归C07；原C05初分保留于历史版本，不新增另一公司。",
      "directoryTags": [
        "FinOps",
        "Fintech",
        "Finance",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "extraUrl": "https://www.usemesh.com/",
      "businessModel": "财务应计/预付自动化软件与系统对接；实施、会计政策配置/持续维护、人工复核和软件经常费边界待核。",
      "entityBasis": "YC与公司公开主页同域，ErinKim/NandiniRamakrishnan团队；不是mesh.ai绩效管理公司，精确法人/注册及合同待核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "官网和YC会计Agent/可追溯分录说明可读；未接入客户系统或独立验证关账、准确度、审计合规及付费。",
        "evidenceIds": [
          "TC26ENT3-MESH-HOME",
          "TC26ENT3-MESH-YC"
        ]
      }
    },
    {
      "id": "YC30294",
      "name": "Sennu AI",
      "url": "https://www.ycombinator.com/companies/sennu-ai",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "自述为企业经营建设定制AI系统，当前具体主交付待核。",
      "buyer": "企业运营及IT团队，现细分买家待核",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "现短主营暂留企业，官网无可读正文。旧销售代理、Salesforce QA及代码评审按发布时间分开，不能以旧产品替代当前全部业务；客户咨询合同10万至百万非Sennu收入。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30294",
        "ENTTAG1-CAT-YC30294",
        "ENTTAG1-SENNU-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：自述为企业经营建设定制AI系统，当前具体主交付待核。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "Generative AI",
        "SaaS",
        "B2B",
        "AI"
      ],
      "businessModel": "通用企业定制AI暂分类；工程、部署、模型和支持费用待拆"
    },
    {
      "id": "YC30296",
      "name": "Peppr AI",
      "url": "https://www.ycombinator.com/companies/peppr-ai",
      "cat": "C06",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "在销售通话中依据企业知识即时提示技术答案与发现问题。",
      "buyer": "企业销售与赋能团队",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "现主营为实时销售辅助，旧发布为通用知识捕获。150多个工具是集成自述，不是客户数、合同或收入。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30296",
        "ENTERPRISE1-CAT-YC30296"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：在销售通话中依据企业知识即时提示技术答案与发现问题。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [
        "Sales",
        "Sales Enablement"
      ],
      "businessModel": "销售辅助软件；席位、通话及知识连接收费待核"
    },
    {
      "id": "YC30297",
      "name": "OpenIntake",
      "url": "https://www.ycombinator.com/companies/openintake",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "为律师事务所接听咨询电话并将来电转为潜在客户。",
      "buyer": "律所获客及接待团队",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "移客户运营；旧TripleZip商业地产会计发布分开。官网本次只返回JS外壳，未据此补造收入、产品能力或停业结论。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30297",
        "INDUSTRY1-CAT-YC30297",
        "INDUSTRY1-OPENINTAKE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为律师事务所接听咨询电话并将来电转为潜在客户。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Sales",
        "Legal",
        "LegalTech"
      ],
      "businessModel": "法律客户接待软件或服务；通话、线索及人工费用待拆"
    },
    {
      "id": "YC30299",
      "name": "Miyagi Labs",
      "url": "https://www.ycombinator.com/companies/miyagi-labs",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "为个人学生提供标准化考试辅导、练习材料及学习分析。",
      "buyer": "备考学生及家庭",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "移个人应用；考试覆盖表为自述，不等已获学校合同、认证或独立提分。旧YouTube转课程与现备考主业分开。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30299",
        "INDUSTRY1-CAT-YC30299"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为个人学生提供标准化考试辅导、练习材料及学习分析。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "AI-Enhanced Learning",
        "Education",
        "eLearning",
        "Edtech"
      ],
      "businessModel": "个人考试学习应用；订阅、课程、模型和辅导费待拆"
    },
    {
      "id": "YC30302",
      "name": "Misprint",
      "url": "https://www.ycombinator.com/companies/misprint",
      "cat": "C09",
      "year": 2025,
      "team": 4,
      "location": "New York City, NY",
      "business": "结合机器学习估价与买卖撮合的收藏卡交易市场。",
      "buyer": "收藏卡买家、卖家与收藏者",
      "delivery": "已读YC公司自述和发布帖；具体执行效果、合同和财务未独立验证。",
      "notes": "简介的50万ARR属于创始人此前卖卡业务；发布帖明确该业务在Misprint构想之前，不认作平台ARR。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公开量化声明或明确收入排除记录；商业成熟度待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30302"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：结合机器学习估价与买卖撮合的收藏卡交易市场。 按主要买家与工作任务归类。",
      "directoryTags": [
        "Marketplace",
        "Consumer"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "交易市场；平台费率及自营库存占比未知"
    },
    {
      "id": "YC30303",
      "name": "AfterQuery",
      "url": "https://www.ycombinator.com/companies/afterquery",
      "cat": "C02",
      "year": 2025,
      "team": 30,
      "location": "San Francisco",
      "business": "为前沿模型研发整理和提供训练数据解决方案。",
      "buyer": "基础模型研发团队",
      "delivery": "官方列评估、数据、后训练和驻场交付；合同、验收与实际付费结构未核。",
      "notes": "保留官网历史收入运行率线索；运行率周期、经常性ARR、实际截至日和币种仍未明确，不补成年化收入，不作为十月现状或可比样本。专家及数据采购、项目与许可收入须拆分；融资、估值和招聘数排除。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "费用由单独协议或订单约定，本轮未取得统一价表",
      "stage": "官方披露收入线索并介绍企业交付；未经财务审计，业务截至日不明",
      "sourceType": "YC原始目录及公司/交易参与方公开原始资料补核",
      "evidenceIds": [
        "YC-E-30303",
        "MODEL-CAT-YC30303",
        "AQ-RUNRATE",
        "AQ-SOLUTIONS",
        "AQ-TERMS",
        "AQ-DATA",
        "AQ-CAREERS"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：提供训练数据，不因客户是基础模型实验室而归成模型研发公司。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "B2B",
        "Data Labeling",
        "Big Data",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "专家数据/评估与训练环境、后训练及部署服务；按单独协议或订单收费，经常性、总额/净额和劳务成本待核",
      "entityBasis": "YC链接AfterQuery官网，业务和创始人资料对应；官方通用条款未补齐可核法律实体登记，不从适用法推注册地。",
      "pricingEvidence": "AQ-TERMS",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官方数据、评估及后训练服务介绍；本轮未复现基准、读取数据集或测试模型，不授予独立能力等级。",
        "evidenceIds": [
          "AQ-SOLUTIONS"
        ]
      }
    },
    {
      "id": "YC30314",
      "name": "Pinch",
      "url": "https://www.ycombinator.com/companies/pinch",
      "cat": "C05",
      "year": 2025,
      "team": 3,
      "location": "Spain",
      "business": "提供在线会议实时语音翻译、桌面转译及音视频配音。",
      "buyer": "跨语言沟通者及企业会议团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从创意暂移通用沟通工作，翻译会议是当前重要交付；媒体配音线单列。旧自有会议平台与桌面应用分开，音色/延迟未独立核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30314",
        "CONSUMER-CAT-YC30314"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：提供在线会议实时语音翻译、桌面转译及音视频配音。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Telecommunications",
        "AI"
      ],
      "businessModel": "沟通翻译软件，兼媒体配音；席位、分钟及用量收费待拆"
    },
    {
      "id": "YC30317",
      "name": "Permitify",
      "url": "https://www.ycombinator.com/companies/permitify",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "Salt Lake City, UT",
      "business": "辅助城市建筑部门审核建筑图纸及许可。",
      "buyer": "城市建筑及图审部门",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留建筑许可行业；十倍效率为自述，地方政府最盈利部门论断未独立核，不当采购预算或Permitify收入。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30317",
        "INDUSTRY1-CAT-YC30317"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：辅助城市建筑部门审核建筑图纸及许可。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "Generative AI",
        "GovTech",
        "Computer Vision",
        "Construction"
      ],
      "businessModel": "政府行业审图软件；许可、部署及专家审核费待核"
    },
    {
      "id": "YC30318",
      "name": "Wildcard",
      "url": "https://www.ycombinator.com/companies/wildcard",
      "cat": "C06",
      "year": 2025,
      "team": null,
      "location": "San Francisco",
      "business": "为电商及零售品牌分析并执行AI搜索可见度和内容获客工作。",
      "buyer": "电商及零售品牌营销团队",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "移营销运营；20品牌和五倍客户搜索收入不作自身营收。创始人在Scale AI帮助成交1500万合同属旧雇主，不归Wildcard。ACP/UCP支持程度未独立核。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30318",
        "INDUSTRY1-CAT-YC30318"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为电商及零售品牌分析并执行AI搜索可见度和内容获客工作。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "Generative AI",
        "E-commerce",
        "Marketing",
        "Retail Tech",
        "AI"
      ],
      "businessModel": "AEO/GEO软件加营销执行；订阅、内容、代理及模型成本待拆"
    },
    {
      "id": "YC30324",
      "name": "Rebolt",
      "url": "https://www.ycombinator.com/companies/rebolt",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "面向航空维修连接维修系统、OEM资料及记录，协助编制工作包和处理文件，由工程师审核签字。",
      "buyer": "航空维修、工程及MRO企业",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "官网现为航空维修，YC仍为通用Company OS及定制AI软件，两阶段分开。工程师签字是明确交付环节，不表述为全无人维修；合规标志与100倍宣传未独立核。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30324",
        "ENTERPRISE1-CAT-YC30324",
        "ENTERPRISE1-REBOLT-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：面向航空维修连接维修系统、OEM资料及记录，协助编制工作包和处理文件，由工程师审核签字。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [
        "Enterprise Software",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "行业软件与集成实施；许可、部署、人工及数据费用待拆"
    },
    {
      "id": "YC30329",
      "name": "Waffle",
      "url": "https://www.ycombinator.com/companies/waffle",
      "cat": "C08",
      "year": 2025,
      "team": 2,
      "location": "London, United Kingdom",
      "business": "提供短视频编辑及模板，供营销或个人制作社交内容。",
      "buyer": "短视频创作者及内容营销团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留内容工具；简介短，无附载发布，不把模板数当模型能力或收入，独立主体及实际合同待核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30329",
        "CONSUMER-CAT-YC30329"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：提供短视频编辑及模板，供营销或个人制作社交内容。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Consumer",
        "AI"
      ],
      "businessModel": "视频编辑软件；订阅、生成用量及素材许可待核"
    },
    {
      "id": "YC30340",
      "name": "TamLabs",
      "url": "https://www.ycombinator.com/companies/tamlabs",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "以Agent团队交付专业工作成果，具体任务及行业范围仍待核。",
      "buyer": "企业专业工作团队，具体买家未给",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "YC主营仅一句，暂留企业通用工作并明确证据不足；不能仅按Finance/Legal标签或创始人旧雇主推行业、付费或收入。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30340",
        "ENTERPRISE1-CAT-YC30340"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以Agent团队交付专业工作成果，具体任务及行业范围仍待核。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [
        "Finance",
        "Workflow Automation",
        "Legal",
        "Enterprise",
        "AI"
      ],
      "businessModel": "企业Agent软件或服务；成果、席位与人工交付待核"
    },
    {
      "id": "YC30350",
      "name": "TrainLoop",
      "url": "https://www.ycombinator.com/companies/trainloop",
      "cat": "C02",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "为开发者采集使用信号、构建奖励及微调模型并提供部署接口。",
      "buyer": "AI应用开发及模型团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "保留后训练设施；2025发布仍邀alpha，不直接等当前大规模生产。三行SDK和推理可靠性为宣传，旧雇主能力不作该公司独立评测。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30350",
        "MODELTAG-CAT-YC30350"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：为开发者采集使用信号、构建奖励及微调模型并提供部署接口。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Developer Tools",
        "Generative AI",
        "Reinforcement Learning"
      ],
      "businessModel": "模型后训练服务；数据、训练、推理及平台费用待拆"
    },
    {
      "id": "YC30351",
      "name": "Thirdlayer",
      "url": "https://www.ycombinator.com/companies/thirdlayer",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "结构化企业上下文与权限敏感数据，提供Agent评估及反馈学习循环。",
      "buyer": "企业内部Agent及AI产品开发团队",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "从通用工作移Agent设施；旧Dex浏览器协作产品另列。持续学习是功能自述，未验证模型更新方式、成绩或客户留存。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30351",
        "ENTERPRISE1-CAT-YC30351"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：结构化企业上下文与权限敏感数据，提供Agent评估及反馈学习循环。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [
        "Productivity",
        "Consumer Products",
        "AI"
      ],
      "businessModel": "Agent上下文、评估与学习设施；用量、部署及服务费待拆"
    },
    {
      "id": "YC30352",
      "name": "Monte",
      "url": "https://www.ycombinator.com/companies/monte",
      "cat": "C02",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "以企业工作资料和反馈构建评测、记忆及持续后训练系统。",
      "buyer": "企业AI及模型团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "保留模型专门化供给；Monte官网明确SFT/RL/蒸馏和托管或VPC。嵌入客户团队的研究工作是成本，演示训练曲线不当独立实测或已付费合同。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30352",
        "MODELTAG-CAT-YC30352",
        "MODELTAG-MONTE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：以企业工作资料和反馈构建评测、记忆及持续后训练系统。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Reinforcement Learning",
        "B2B",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "后训练平台与研究人员实施；计算、数据、驻场及支持费用待拆"
    },
    {
      "id": "YC30353",
      "name": "Axal",
      "url": "https://www.ycombinator.com/companies/axal",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "小批量PCB设计、组装、测试及交付服务。",
      "buyer": "硬件创业公司与电子工程团队",
      "delivery": "按项目交付PCB及制造服务；具体合同与定价未核",
      "notes": "当前主营AI使用程度未确认；页面保留旧AI技术债工具发布，不把旧产品能力自动归当前服务。 收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30353",
        "PHYSICAL-CAT-YC30353"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营与长简介：小批量PCB设计、组装、测试及交付服务。 按交付对象与任务分类，行业买家或创始人经历不直接等于机器人整机研发。",
      "directoryTags": [
        "Hardware",
        "Robotics",
        "Manufacturing",
        "Electronics"
      ]
    },
    {
      "id": "YC30354",
      "name": "Artifact",
      "url": "https://www.ycombinator.com/companies/artifact-2",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "Los Angeles, CA",
      "business": "为硬件工程提供贯通电气设计、采购、制造、集成与测试的协作环境。",
      "buyer": "电气系统及硬件工程团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "从软件开发移专业工程应用；IDE是交互形式，产出为硬件工程设计。350万美元是融资自述，非收入；创始人旧发动机项目不当当前交付。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30354",
        "C04-CAT-YC30354"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为硬件工程提供贯通电气设计、采购、制造、集成与测试的协作环境。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [],
      "businessModel": "专业工程设计软件；许可、席位和实施合同未核"
    },
    {
      "id": "YC30356",
      "name": "Artil",
      "url": "https://www.ycombinator.com/companies/artil",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "London, United Kingdom",
      "business": "为Agent配置身份、联系人与跨渠道消息接口，可触发运行和传递文件。",
      "buyer": "运行多个Agent的企业及开发团队",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "当前Artil Connect归Agent设施；旧Fira金融分析及金融数据连接分开。Slack为beta，免费试用及数据覆盖量不等付费、收入或全渠道已可用。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30356",
        "ENTERPRISE1-CAT-YC30356"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为Agent配置身份、联系人与跨渠道消息接口，可触发运行和传递文件。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "Messaging",
        "Email",
        "AI"
      ],
      "businessModel": "Agent连接与通信设施；消息、邮箱号码及托管收费待核"
    },
    {
      "id": "YC30362",
      "name": "Ambral",
      "url": "https://www.ycombinator.com/companies/ambral",
      "cat": "C06",
      "year": 2025,
      "team": 4,
      "location": "New York City, NY",
      "business": "汇总客户互动和活动，识别续约、流失及扩展机会并执行客户管理任务。",
      "buyer": "企业客户成功及账户管理团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留客户运营；数亿美元归因扩展收入是客户成果，非Ambral收入。旧Wonder估值、创始人旧项目用户和被收购经历不归当前财务。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30362",
        "SALES-CAT-YC30362"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：汇总客户互动和活动，识别续约、流失及扩展机会并执行客户管理任务。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [],
      "businessModel": "客户成功软件与Agent运营；席位、账户及服务收费待拆"
    },
    {
      "id": "YC30364",
      "name": "Wayline",
      "url": "https://www.ycombinator.com/companies/wayline",
      "cat": "C06",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "以AI及可选人工接听物业电话消息，处理租赁、维护及催收沟通。",
      "buyer": "物业管理接待和租赁运营团队",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "移客户运营；官网明确人工备援，不当纯无人SaaS。同YC附载2023 Second旧发布，现条款Wayline Inc.，旧主体沿革未核；不单由旧帖改成立年或继承旧收入。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30364",
        "INDUSTRY1-CAT-YC30364",
        "INDUSTRY1-WAYLINE-HOME",
        "INDUSTRY1-WAYLINE-TERMS",
        "INDUSTRY1-WAYLINE-OLD",
        "INDUSTRY1-SECOND-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：以AI及可选人工接听物业电话消息，处理租赁、维护及催收沟通。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [],
      "businessModel": "物业客户运营软件加人工呼叫中心；订阅、通话、值守及系统费用待拆"
    },
    {
      "id": "YC30384",
      "name": "Chestnut",
      "url": "https://www.ycombinator.com/companies/chestnut",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "以AI代理处理住宅按揭贷款申请及借贷流程。",
      "buyer": "购房、再融资及房屋信贷借款人",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留专业金融服务；自述Texas/Colorado牌照及99%自动化未独立核。创始人前业务每年2%美国房贷非Chestnut份额或收入，客户利息下降及贷款本金不等ARR，官网403缺项保留。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30384",
        "INDUSTRY9-CAT-YC30384",
        "INDUSTRY9-CHESTNUT-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：以AI代理处理住宅按揭贷款申请及借贷流程。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "Fintech",
        "Real Estate",
        "Consumer",
        "AI"
      ],
      "businessModel": "按揭贷款服务；贷款、发起费、利差、资本及人工成本待拆"
    },
    {
      "id": "YC30399",
      "name": "Frekil",
      "url": "https://www.ycombinator.com/companies/frekil",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "在客户临床数据上协助研究设计、队列、统计分析和真实世界证据报告。",
      "buyer": "药企、CRO及临床研究团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留现RWE应用，旧医学图像标注发布分期。官网称AI写代码而患者数据留沙盒、研究员逐步审阅，架构和疗效未独立核；演示风险比、样本和匿名引语不当临床研究结果或收入。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30399",
        "INDUSTRY9-CAT-YC30399",
        "INDUSTRY9-FREKIL-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：在客户临床数据上协助研究设计、队列、统计分析和真实世界证据报告。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "Health Tech",
        "B2B",
        "Biotech",
        "Healthcare",
        "AI"
      ],
      "businessModel": "临床研究软件；项目、数据连接、计算与专业审阅成本待拆"
    },
    {
      "id": "YC30400",
      "name": "Plexe",
      "url": "https://www.ycombinator.com/companies/plexe",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "London, United Kingdom",
      "business": "公司简介：Open-source agents to build predictive ML models from a prompt",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30400"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：从问题描述训练、评估并部署预测ML模型，主营模型构建基础设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Machine Learning",
        "Data Science",
        "AI"
      ]
    },
    {
      "id": "YC30402",
      "name": "Kashikoi",
      "url": "https://www.ycombinator.com/companies/kashikoi",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "模拟真实交互场景以评估AI代理及其行为。",
      "buyer": "AI应用开发及评测团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "移Agent测试设施；world model是此处模拟引擎描述，不证明已发布自有基础模型。旧Moveworks每天250代理及iPhone覆盖不是Kashikoi采用；官网示例分数不是独立评测。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30402",
        "DEVTAG1-CAT-YC30402",
        "DEVTAG1-KASH-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：模拟真实交互场景以评估AI代理及其行为。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "Generative AI",
        "Machine Learning",
        "AI"
      ],
      "businessModel": "Agent仿真评测设施；场景、连接器、仿真用量及维护费待拆"
    },
    {
      "id": "YC30404",
      "name": "Vybe",
      "url": "https://www.ycombinator.com/companies/vybe",
      "cat": "C04",
      "year": 2025,
      "team": 8,
      "location": "San Francisco",
      "business": "通过预置数据集成、SSO及AI组件，让企业构建和发布内部应用。",
      "buyer": "企业内部工具构建者及业务团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留应用生成分类；Plato及Wolfia是创始人此前公司，不能直接并入Vybe主体、成立日或收入。安全宣传和演示应用不证明审计或客户付费。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30404",
        "C04-CAT-YC30404"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：通过预置数据集成、SSO及AI组件，让企业构建和发布内部应用。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [],
      "businessModel": "内部应用生成平台；席位、运行用量及实施收费待拆"
    },
    {
      "id": "YC30406",
      "name": "BitBoard",
      "url": "https://www.ycombinator.com/companies/bitboard",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "供团队及代理创建共享的图表、SQL、代码和持续更新分析工作簿。",
      "buyer": "企业分析及协作团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "保留企业工作，MCP是入口而非只卖Agent运行时。客户推送数据/连接仓库的托管责任及权限需核，活图表不证明数据正确或已付费。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30406",
        "ENTTAG1-CAT-YC30406"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：供团队及代理创建共享的图表、SQL、代码和持续更新分析工作簿。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "B2B",
        "Analytics",
        "Data Visualization",
        "AI"
      ],
      "businessModel": "通用分析协作软件；工作簿、托管、数据连接、用量及支持费待拆"
    },
    {
      "id": "YC30407",
      "name": "Golf",
      "url": "https://www.ycombinator.com/companies/golf",
      "cat": "C05",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "为企业发现影子AI，控制Agent及MCP连接、执行策略并生成审计轨迹。",
      "buyer": "企业IT、安全及治理团队",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "保留企业治理当前定位；旧MCP开源框架与托管网关发布分开。创始人14岁旧公司20万收入不归Golf，生产使用自述不等合同或收入。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30407",
        "ENTERPRISE1-CAT-YC30407"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业发现影子AI，控制Agent及MCP连接、执行策略并生成审计轨迹。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [
        "Developer Tools",
        "Security",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "企业AI治理软件；许可、连接、部署及实施费用待拆"
    },
    {
      "id": "YC30411",
      "name": "cubic",
      "url": "https://www.ycombinator.com/companies/cubic",
      "cat": "C04",
      "year": 2025,
      "team": 6,
      "location": "London, United Kingdom",
      "business": "自动审查PR并以逻辑排序、架构图等界面支持人工代码评审。",
      "buyer": "软件开发及代码评审团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留开发工具；28%提速为自述，客户标识和公开PR链接未独立核付费。试用及优惠价格不作收入。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30411",
        "C04-CAT-YC30411"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：自动审查PR并以逻辑排序、架构图等界面支持人工代码评审。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools"
      ],
      "businessModel": "代码评审软件；席位、仓库或用量计费待核"
    },
    {
      "id": "YC30413",
      "name": "Serafis",
      "url": "https://www.ycombinator.com/companies/serafis",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "将访谈及播客资料结构化为带来源的私募市场研究。",
      "buyer": "投资机构、咨询及研究团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留当前私募研究，旧面向个人播客应用另列。700亿客户AUM非自身收入；200万文本与10倍覆盖为自述，厂商加权覆盖基准不等模型总体能力或独立测试。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30413",
        "INDUSTRY9-CAT-YC30413",
        "INDUSTRY9-SERAFIS-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：将访谈及播客资料结构化为带来源的私募市场研究。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "SaaS",
        "Finance",
        "Investing",
        "Search",
        "AI"
      ],
      "businessModel": "专业市场研究数据；终端、API、数据仓库及内容成本待拆"
    },
    {
      "id": "YC30415",
      "name": "Avallon AI",
      "url": "https://www.ycombinator.com/companies/avallon-ai",
      "cat": "C07",
      "year": 2025,
      "team": 7,
      "location": "New York City, NY",
      "business": "处理保险理赔中的日常电话及文档任务。",
      "buyer": "保险公司、理赔管理员及服务团队",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留保险行业流程；理赔员薪酬和创始人此前FINN 1500万ARR不归Avallon，未核处理准确率及保险公司合同。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30415",
        "INDUSTRY1-CAT-YC30415"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：处理保险理赔中的日常电话及文档任务。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [],
      "businessModel": "保险理赔运营软件；案件、通话、文档及人工服务待拆"
    },
    {
      "id": "YC30418",
      "name": "Kanava AI",
      "url": "https://www.ycombinator.com/companies/kanava-ai",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为批发分销商处理销售电话、库存价格查询及CRM更新。",
      "buyer": "批发分销销售及收入团队",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "移客户销售运营；全销售、教练及唤回账户是后续升级愿景，不全当已交付。YC标Inactive，不推法律注销；行业9万亿销售额非Kanava收入。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "YC当前标Inactive；实际经营及法律状态未独立核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30418",
        "INDUSTRY1-CAT-YC30418"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为批发分销商处理销售电话、库存价格查询及CRM更新。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "Sales",
        "Supply Chain",
        "AI",
        "AI Assistant",
        "Industrial"
      ],
      "businessModel": "销售语音软件；通话、订单、ERP连接及人工成本待拆"
    },
    {
      "id": "YC30419",
      "name": "Minerva",
      "url": "https://www.ycombinator.com/companies/minerva",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "提供面向小企业的AI会计及财务服务，当前范围仍待核。",
      "buyer": "小企业及财务服务客户",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留专业财务服务；官网称AI-native financial institution，但未取得牌照或主体证明，不把名称当已验证受监管金融机构。旧AI Accountant能力及实际人工比例未核。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30419",
        "INDUSTRY1-CAT-YC30419",
        "INDUSTRY1-MINERVA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：提供面向小企业的AI会计及财务服务，当前范围仍待核。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [],
      "businessModel": "会计及金融服务；软件、专业人员、交易和服务费用待核"
    },
    {
      "id": "YC30422",
      "name": "Galen AI",
      "url": "https://www.ycombinator.com/companies/galen-ai",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为个人连接病历及可穿戴数据，提供健康信息整理和辅助理解。",
      "buyer": "个人患者及健康应用用户",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "移消费者应用；YC标Acquired，收购方及交割未核；旧beta未来上架说明不当当前可用性。800机构、设备连接及医疗支持为自述，不等付费客户或临床效果。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "YC当前标Acquired；收购方、交割及现产品可用性未独立核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30422",
        "INDUSTRY1-CAT-YC30422"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为个人连接病历及可穿戴数据，提供健康信息整理和辅助理解。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [],
      "businessModel": "消费者健康应用；订阅、数据接入和人工支持费待核"
    },
    {
      "id": "YC30423",
      "name": "neoncoral",
      "url": "https://www.ycombinator.com/companies/neoncoral",
      "cat": "C00",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "目前未见可读业务说明，产品和交付待核。",
      "buyer": "当前买家待核",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "YC现主营为空，官网仅stealth联系及天使来自哪些公司，移待分类。Figma等标识不是自身客户、AI能力或创意产品证据，不因资料缺项推停业/零收入。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30423",
        "OTHERTAG1-CAT-YC30423",
        "OTHERTAG1-NEON-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：目前未见可读业务说明，产品和交付待核。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "Consumer",
        "Social Media",
        "Social",
        "AI"
      ],
      "businessModel": "业务待分类；软件、服务与实际收费均缺资料"
    },
    {
      "id": "YC30425",
      "name": "Auctor",
      "url": "https://www.ycombinator.com/companies/auctor",
      "cat": "C05",
      "year": 2025,
      "team": 30,
      "location": "New York City, NY",
      "business": "组织软件实施项目的访谈、需求、范围、交接及交付材料。",
      "buyer": "服务团队、系统集成商及企业实施团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "据现官网保留企业实施管理，非直接承担所有代码开发或项目承包。300次客户访谈非300付费客户，半数团队案例为厂商转述，项目金额/客户收益不归Auctor收入。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30425",
        "ENTTAG1-CAT-YC30425",
        "ENTTAG1-AUCTOR-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：组织软件实施项目的访谈、需求、范围、交接及交付材料。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "Generative AI",
        "SaaS",
        "Productivity"
      ],
      "businessModel": "实施项目协作软件；项目、席位、文档、接入及支持费用待拆"
    },
    {
      "id": "YC30426",
      "name": "Ralo",
      "url": "https://www.ycombinator.com/companies/ralo",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "作为按揭经纪比较贷款方、整理报价并协调借款交易。",
      "buyer": "购房和再融资借款人",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留金融专业服务；官网明确不是银行，持牌人员协助。示例50万贷款、1250发起费和客户利息节省不作公司MRR，利率条件、佣金与实际收入未知，牌照仅自述未查登记。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网条件示例列原文$1250发起费，并称贷款方成交后补偿；未核归属和实际佣金率，不当实收收入",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30426",
        "INDUSTRY9-CAT-YC30426",
        "INDUSTRY9-RALO-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：作为按揭经纪比较贷款方、整理报价并协调借款交易。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "Fintech",
        "Consumer Finance",
        "AI"
      ],
      "businessModel": "按揭经纪；放款方成交后补偿、费用、人工及系统成本待拆"
    },
    {
      "id": "YC30429",
      "name": "Claim Health",
      "url": "https://www.ycombinator.com/companies/claim-health",
      "cat": "C07",
      "year": 2025,
      "team": 6,
      "location": "New York City, NY",
      "business": "为居家及后急性护理机构处理资格、转诊、授权和索赔收款流程。",
      "buyer": "居家护理及后急性医疗机构",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留医疗全流程，当前扩至护理连续性与旧账单发布分期。六位数漏收为客户问题发现非供应商收入，440万融资不是收入；一键目标和合规标识未独立核，账单人员仍作重要决定。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30429",
        "INDUSTRY9-CAT-YC30429",
        "INDUSTRY9-CLAIM-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为居家及后急性护理机构处理资格、转诊、授权和索赔收款流程。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "Healthcare"
      ],
      "businessModel": "医疗收入运营软件；案件、接入及人工决策成本待拆"
    },
    {
      "id": "YC30430",
      "name": "Almond",
      "url": "https://www.ycombinator.com/companies/almond-2",
      "cat": "C10",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "制造面向真实任务的轮式双臂机器人Axol。",
      "buyer": "机器人开发者、研究及实体作业团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留实体机器人；Almond与同页Axol产品对应，不新增公司。此前工厂部署经验不等当前设备销量、可靠性验证或收入。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30430",
        "C10-FULL-YC30430"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：制造面向真实任务的轮式双臂机器人Axol。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Hardware",
        "Robotics",
        "Manufacturing",
        "Automation",
        "AI"
      ],
      "businessModel": "机器人硬件与部署支持；设备、保修和软件收费待拆"
    },
    {
      "id": "YC30431",
      "name": "Feyn",
      "url": "https://www.ycombinator.com/companies/feyn",
      "cat": "C02",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为企业审查现有工作流、训练专用模型并持续用新案例改进。",
      "buyer": "AI产品和企业模型团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "按当前模型供给移C02，旧Chonkie数据切分/接入产品另记。模型归客户、自我改进及成本优势为自述未核；官网无法读取，当前合同、主体及旧业务延续待核。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30431",
        "DEVTAG1-CAT-YC30431",
        "DEVTAG1-FEYN-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：为企业审查现有工作流、训练专用模型并持续用新案例改进。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "AI",
        "ML"
      ],
      "businessModel": "定制模型后训练服务；工程实施、数据、训练和运行费用待拆"
    },
    {
      "id": "YC30432",
      "name": "HelixDB",
      "url": "https://www.ycombinator.com/companies/helixdb",
      "cat": "C03",
      "year": 2025,
      "team": 6,
      "location": "London, United Kingdom",
      "business": "为RAG及代理整合图关系、向量及文本检索数据。",
      "buyer": "AI应用开发及数据团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "按上下文数据基础设施移C03，不把数据库当自有模型或代码生成。公开代码、许可与托管方案分开；性能领先1—3数量级未独立复现，星标不是收入。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30432",
        "DEVTAG1-CAT-YC30432",
        "DEVTAG1-HELIX-ACCESS",
        "DEVTAG1-HELIX-REPO",
        "DEVTAG1-HELIX-LICENSE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：为RAG及代理整合图关系、向量及文本检索数据。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "Open Source",
        "Infrastructure",
        "AI",
        "Databases"
      ],
      "businessModel": "开源数据库与托管云；存储、计算、查询、部署及支持费待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "机构及当前官网/公开产品材料对应；精确注册、签约及收费主体仍待核。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "公开数据库README、目录及Apache代码许可可读；未固定commit、编译、安装、执行查询或独立测性能/稳定性。",
        "evidenceIds": [
          "DEVTAG1-CAT-YC30432",
          "DEVTAG1-HELIX-ACCESS",
          "DEVTAG1-HELIX-REPO",
          "DEVTAG1-HELIX-LICENSE"
        ]
      }
    },
    {
      "id": "YC30433",
      "name": "The Robot Learning Company",
      "url": "https://www.ycombinator.com/companies/the-robot-learning-company",
      "cat": "C10",
      "year": 2025,
      "team": 1,
      "location": "Germany",
      "business": "提供机器人开发套件及面向重复固定工序的机器人平台。",
      "buyer": "机器人开发者及重复工序自动化企业",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "保留实体机器人。2025发布低于一万双臂为报价目标/自述，非收入或全成本；当前公开DK1与旧通用工人愿景分期，遥操作/录制示例不等自主生产已达标。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "2025发布称双固定臂硬件低于原文$10000；现DK1单价、软件/集成和全成本待核，币种待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30433",
        "OTHERTAG1-CAT-YC30433",
        "OTHERTAG1-TRLC-HOME",
        "OTHERTAG1-TRLC-REPO",
        "OTHERTAG1-TRLC-LICENSE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核其余原标签池：提供机器人开发套件及面向重复固定工序的机器人平台。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "Machine Learning",
        "Robotics"
      ],
      "businessModel": "实体机器人套件及控制软件；硬件、集成、训练、维护费待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "目录与官网及公开材料对应，签约/注册主体与实际收费范围未独立核。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "已读DK1官方README、目录及根Apache2/第三方MIT署名；未读取全部CAD/子模块、运行或控制硬件，自主能力和商业成本未核。",
        "evidenceIds": [
          "OTHERTAG1-CAT-YC30433",
          "OTHERTAG1-TRLC-HOME",
          "OTHERTAG1-TRLC-REPO",
          "OTHERTAG1-TRLC-LICENSE"
        ]
      }
    },
    {
      "id": "YC30434",
      "name": "Zeon Systems",
      "url": "https://www.ycombinator.com/companies/zeon-systems",
      "cat": "C10",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "把实验说明转为机器人动作，在既有科学实验室执行工作流。",
      "buyer": "科学实验室及研究机构",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留实验室机器人交付；自然语言生成代码是操作方式，不按编程标签归通用编码工具。部署和自主性自述未核，实验数据不直接当主营数据销售。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30434",
        "C10-FULL-YC30434"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：把实验说明转为机器人动作，在既有科学实验室执行工作流。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Robotic Process Automation",
        "Robotics",
        "Automation",
        "AI"
      ],
      "businessModel": "实验室机器人系统、控制软件及部署；设备、服务和订阅合同未核"
    },
    {
      "id": "YC30435",
      "name": "Method",
      "url": "https://www.ycombinator.com/companies/method",
      "cat": "C04",
      "year": 2025,
      "team": 1,
      "location": "New York City, NY",
      "business": "公司简介：Agents that improve",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30435"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：把重复工作变成编码Agent可运行和改进的工作流，面向开发流程。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AI"
      ]
    },
    {
      "id": "YC30440",
      "name": "Sim",
      "url": "https://www.ycombinator.com/companies/sim",
      "cat": "C03",
      "year": 2025,
      "team": 10,
      "location": "San Francisco",
      "business": "连接企业系统，构建知识图谱，设计、部署并监控自主Agent及工作流。",
      "buyer": "企业Agent构建及运营团队",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "从通用工作移Agent开发运行设施。旧Sim Studio画布为相关沿革；开源声明未打开源码验证，不提升技术等级。创始人WorkNinja用户及前雇主交易量不归Sim。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30440",
        "ENTERPRISE1-CAT-YC30440"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：连接企业系统，构建知识图谱，设计、部署并监控自主Agent及工作流。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [
        "AI"
      ],
      "businessModel": "Agent构建运行平台；平台、模型、连接与实施费用待拆"
    },
    {
      "id": "YC30441",
      "name": "stratify",
      "url": "https://www.ycombinator.com/companies/stratify",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "招募调研参与者、动态访谈并整理用户研究洞察。",
      "buyer": "产品、UX及营销研究团队",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "从创意移客户研究。上传图片/视频是受测材料非主打生成媒体；数百万参与者网络不是付费客户，客户节省和传统焦点小组报价不归公司收入。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30441",
        "OTHERTAG1-CAT-YC30441",
        "OTHERTAG1-STRAT-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：招募调研参与者、动态访谈并整理用户研究洞察。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "B2B",
        "Design",
        "Consumer Products",
        "AI",
        "Conversational AI"
      ],
      "businessModel": "客户研究软件；参与者招募/激励、访谈、分析及人工支持费待拆"
    },
    {
      "id": "YC30443",
      "name": "Units",
      "url": "https://www.ycombinator.com/companies/units",
      "cat": "C07",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "提供高中课程、学分及项目作品教育路径。",
      "buyer": "高中学生、家庭及教育合作方",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留教育服务；一年完成和认证学分为公司主张，未核独立认证或结果。旧VibeGrade教师评分工具与现Units教育业务分期。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30443",
        "INDUSTRY1-CAT-YC30443"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：提供高中课程、学分及项目作品教育路径。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "Education",
        "Consumer",
        "AI"
      ],
      "businessModel": "教育课程和学校服务；学费、授课及认证成本待核"
    },
    {
      "id": "YC30444",
      "name": "Percival",
      "url": "https://www.ycombinator.com/companies/percival",
      "cat": "C05",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为研究人员分析和转换真实数据提供AI辅助，具体行业未明确。",
      "buyer": "研究及数据分析团队，具体买家待核",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "主营简短，暂留通用分析，不凭research一词推生命科学。YC当前标为Inactive，前创始人简介与公司主营不同，不能把Thinking Machines/Tinker归Percival。未核注销或实际停业。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "YC当前标为Inactive；法律及实际经营状态未独立核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30444",
        "ENTERPRISE1-CAT-YC30444"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为研究人员分析和转换真实数据提供AI辅助，具体行业未明确。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [
        "Developer Tools",
        "Data Science",
        "AI"
      ],
      "businessModel": "数据分析辅助软件；许可、用量及服务模式待核"
    },
    {
      "id": "YC30446",
      "name": "Kirana AI",
      "url": "https://www.ycombinator.com/companies/kirana-ai",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "通过门店本地GPU分析视频以发现盗窃、安全和缺货问题。",
      "buyer": "杂货零售及门店运营团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "按零售运营移行业应用，不是通用模型训练平台。POS、订货、定价及任务委派部分是未来计划，家族百年经营不等公司成立或自身财务。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30446",
        "MODELTAG-CAT-YC30446"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：通过门店本地GPU分析视频以发现盗窃、安全和缺货问题。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Grocery",
        "Computer Vision",
        "Retail",
        "AI"
      ],
      "businessModel": "门店管理系统；本地设备、视频、安装及运营软件费待拆"
    },
    {
      "id": "YC30449",
      "name": "Attune",
      "url": "https://www.ycombinator.com/companies/attune",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "提供AI辅助工程的构建、代码评审、代理护栏及历史分析工具。",
      "buyer": "软件工程及平台团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "保留开发类；YC快速构建与现官网多项目定位并列，不能把旧hurry宣传当全部当前产品。仅因加速编译不认定AI实现，官网AI定位及项目另列，未核当前付费或性能。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30449",
        "DEVTAG1-CAT-YC30449",
        "DEVTAG1-ATTUNE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：提供AI辅助工程的构建、代码评审、代理护栏及历史分析工具。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "Infrastructure"
      ],
      "businessModel": "开发工具组合；构建计算、代码评审、许可与支持费用待拆"
    },
    {
      "id": "YC30450",
      "name": "Kestral",
      "url": "https://www.ycombinator.com/companies/kestral",
      "cat": "C05",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为产品团队和代理维护项目上下文、任务状态及优先事项。",
      "buyer": "产品开发与跨职能项目团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "按现Project Brain保留企业协作，旧以客户请求优先级/销售闭环切入另记，不只归客户获客。500亿市场和原同行五六位报价不是自身收入，官网示例任务不是实测。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30450",
        "ENTTAG1-CAT-YC30450",
        "ENTTAG1-KESTRAL-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：为产品团队和代理维护项目上下文、任务状态及优先事项。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "Productivity",
        "Team Collaboration",
        "AI"
      ],
      "businessModel": "项目协调软件；上下文、席位、任务、连接及支持费待拆"
    },
    {
      "id": "YC30451",
      "name": "Bluejay",
      "url": "https://www.ycombinator.com/companies/bluejay",
      "cat": "C03",
      "year": 2025,
      "team": 10,
      "location": "San Francisco",
      "business": "模拟客户对话，测试、监控和评估语音及聊天Agent。",
      "buyer": "语音/对话Agent开发及质量团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "模拟规模与速度为自述；融资、招聘薪资和旧创业利润不是当前收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30451",
        "AGENT-CAT-YC30451"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：模拟客户对话，测试、监控和评估语音及聊天Agent。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "AI",
        "Conversational AI"
      ],
      "businessModel": "测试与可观测平台，软件和配套质量服务收费待拆分"
    },
    {
      "id": "YC30455",
      "name": "Paper Instruments",
      "url": "https://www.ycombinator.com/companies/paper-instruments",
      "cat": "C01",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "对大语言模型做后训练，以支持知识工作。",
      "buyer": "知识工作模型使用者及开发团队",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；已做主营分类人工复核，收入、定价和技术能力仍未逐一核验。模型、评估工具及历史产品的收费边界仍待核。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30455",
        "MODEL-CAT-YC30455"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：当前简介明确后训练模型，保留C01；旧发布中评估工作台是业务沿革，不能当另一个新公司。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AIOps",
        "Generative AI",
        "AI"
      ]
    },
    {
      "id": "YC30457",
      "name": "Trapeze",
      "url": "https://www.ycombinator.com/companies/trapeze",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "公司简介：AI-native Zocdoc",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30457"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：为医生接听患者电话并安排就诊，服务医疗机构流程。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC30458",
      "name": "Jeevy Fabrication",
      "url": "https://www.ycombinator.com/companies/jeevy-fabrication",
      "cat": "C10",
      "year": 2025,
      "team": 3,
      "location": "Cleburne, TX",
      "business": "以软件协调焊接件采购、加工厂排程、质量及项目交付。",
      "buyer": "焊接制造采购方及加工厂",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "移实体产业；公司实际定位承包商，不把整笔制造项目款当软件ARR或以软件毛利估整体。80%排程节省是自述，质量和交付待核。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30458",
        "INDUSTRY1-CAT-YC30458"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：以软件协调焊接件采购、加工厂排程、质量及项目交付。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [],
      "businessModel": "实体制造承包加供应网络；项目款、材料、加工、软件和质检成本待拆"
    },
    {
      "id": "YC30461",
      "name": "Combinely",
      "url": "https://www.ycombinator.com/companies/combinely",
      "cat": "C07",
      "year": 2025,
      "team": 8,
      "location": "London, United Kingdom",
      "business": "为会计师事务所处理记账、增值税、工资、税务和账务工作。",
      "buyer": "会计及税务事务所",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留会计行业工作，50多个Agent是功能自述，不等50付费客户或全自动报税保证。事务所增加收入不归Combinely。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30461",
        "INDUSTRY1-CAT-YC30461"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为会计师事务所处理记账、增值税、工资、税务和账务工作。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [],
      "businessModel": "专业会计软件；客户、工作流、许可和人工复核待拆"
    },
    {
      "id": "YC30462",
      "name": "Freesolo",
      "url": "https://www.ycombinator.com/companies/freesolo",
      "cat": "C02",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "提供面向小模型的托管后训练包及全程训练工具。",
      "buyer": "AI产品及模型开发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "保留当前模型设施，旧Clado人员研究发布与现Freesolo分期。整次训练前报价不等收入确认或包月ARR，SFT/RL成本优于Tinker只是厂商比较未复现。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "整次训练运行预先报价，非单纯GPU小时或tokens事后计费；具体金额及持续合同未给",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30462",
        "MODELTAG-CAT-YC30462",
        "MODELTAG-FREESOLO-HOME",
        "MODELTAG-FREESOLO-LAUNCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：提供面向小模型的托管后训练包及全程训练工具。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Reinforcement Learning",
        "B2B",
        "AI"
      ],
      "businessModel": "托管后训练；按训练运行报价，计算、调参与支持成本待核"
    },
    {
      "id": "YC30463",
      "name": "Tegore",
      "url": "https://www.ycombinator.com/companies/tegore",
      "cat": "C07",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "面向中学数学课程设计交互式教学内容，并规划消费者数学产品。",
      "buyer": "学校、教师及学生",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留学校教育；与湾区高中合作为自述，消费者产品仍在开发，两者不混作已付费采用。未核学习效果或课程采购合同。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30463",
        "INDUSTRY1-CAT-YC30463"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：面向中学数学课程设计交互式教学内容，并规划消费者数学产品。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "Education",
        "Consumer",
        "AI"
      ],
      "businessModel": "学校教学软件，兼消费者产品方向；许可、课程和服务待拆"
    },
    {
      "id": "YC30464",
      "name": "Sixtyfour",
      "url": "https://www.ycombinator.com/companies/sixtyfour",
      "cat": "C07",
      "year": 2025,
      "team": 12,
      "location": "San Francisco",
      "business": "研究人员与企业身份、关系及风险线索以支持调查和风控。",
      "buyer": "信任安全、身份审核、金融及调查团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "按现专业调查移行业应用，旧sales terminal分期。公开记录/暗网/身份核对是自述未执行个案，官网自建RECON及外部验证标识未独立核；犯罪金额、交易收益和市场报价非自身营收。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30464",
        "ENTTAG1-CAT-YC30464",
        "ENTTAG1-SIXTYFOUR-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：研究人员与企业身份、关系及风险线索以支持调查和风控。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "B2B",
        "Enterprise Software",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "专业身份研究软件/API；资料、检索、报告、人工复核及支持费待拆"
    },
    {
      "id": "YC30465",
      "name": "Photonium",
      "url": "https://www.ycombinator.com/companies/photonium",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "New York City, NY",
      "business": "以光学设计软件、定制自动化及工程咨询完成设计和制造交接。",
      "buyer": "光学研发及工程团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "移行业专业软件，非自有实体光学产品制造。官网明确设计由专家审核，软件/咨询成本及收费待拆，光追与容差效果未独立验证。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30465",
        "ENTTAG1-CAT-YC30465",
        "ENTTAG1-PHOTONIUM-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：以光学设计软件、定制自动化及工程咨询完成设计和制造交接。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "Hard Tech",
        "Hardware",
        "Machine Learning",
        "B2B",
        "Manufacturing"
      ],
      "businessModel": "光学专业软件与咨询；仿真、定制、专家复核及工程费用待拆"
    },
    {
      "id": "YC30466",
      "name": "Labric",
      "url": "https://www.ycombinator.com/companies/labric",
      "cat": "C07",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "采集科学实验室仪器及工具数据，清洗、连接并提供统一检索分析平台。",
      "buyer": "科学实验室及科研企业",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "从通用工作移科学实验室行业应用；数据基础设施是行业交付，不据data layer归通用模型训练数据商。10至100倍科研效率为愿景，不是实测能力或收入。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30466",
        "ENTERPRISE1-CAT-YC30466"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：采集科学实验室仪器及工具数据，清洗、连接并提供统一检索分析平台。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [],
      "businessModel": "实验室数据软件及仪器集成；许可、存储与实施成本待拆"
    },
    {
      "id": "YC30468",
      "name": "Clidey",
      "url": "https://www.ycombinator.com/companies/clidey",
      "cat": "C05",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "将业务数据、实体关系、决策规则和工作流程连接成运营平台。",
      "buyer": "企业数据、治理及运营团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "按现WhoDB移企业通用工作，Clidey旗下开源工具和旧Docucod文档生成分期。ERP截图明确合成演示；客户定价计算/节时不是Clidey收入，真实AI作用和收费仍待核。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30468",
        "DEVTAG1-CAT-YC30468",
        "DEVTAG1-CLIDEY-HOME",
        "DEVTAG1-WHODB-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：将业务数据、实体关系、决策规则和工作流程连接成运营平台。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "SaaS",
        "B2B",
        "AI"
      ],
      "businessModel": "通用数据运营平台；云托管、私有部署、连接及实施费用待拆"
    },
    {
      "id": "YC30469",
      "name": "HABIT",
      "url": "https://www.ycombinator.com/companies/habit",
      "cat": "C03",
      "year": 2025,
      "team": null,
      "location": "San Francisco",
      "business": "研发用于加速世界模型研究的自主研究Agent。",
      "buyer": "世界模型研究团队",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；已做主营分类人工复核，收入、定价和技术能力仍未逐一核验。简介较短，实际交付、API与商业模式未知，不据机器人标签推实体部署。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30469",
        "MODEL-CAT-YC30469"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：交付描述是研究Agent而非直接模型权重，按研发运行工具暂归C03，具体产品边界仍待补证。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Generative AI",
        "Robotics",
        "B2B",
        "API",
        "AI"
      ]
    },
    {
      "id": "YC30471",
      "name": "Kaizen",
      "url": "https://www.ycombinator.com/companies/kaizen",
      "cat": "C07",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "公司简介：Automate anything on the web.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30471"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：处理医疗转诊、保险核验、预授权与医师资质，面向医疗服务商。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC30474",
      "name": "RunRL",
      "url": "https://www.ycombinator.com/companies/runrl",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "通过客户提供的模型、提示和奖励函数，提供强化学习后训练。",
      "buyer": "模型及Agent研发团队",
      "delivery": "已读YC当前主营及相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留模型训练设施分类；化学任务示例是性能宣传，未复现，也不把旧研究实验室经历当本公司收入。 成立及团队字段保留原YC快照，不等法律注册或最新雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30474",
        "C02-BOUNDARY-YC30474"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：通过客户提供的模型、提示和奖励函数，提供强化学习后训练。 按主要买家与交付分类；compute/chip/computer-use关键词不直接等算力交付。",
      "directoryTags": [],
      "businessModel": "强化学习训练平台与服务；训练用量、项目和软件收费未核"
    },
    {
      "id": "YC30475",
      "name": "Morphik",
      "url": "https://www.ycombinator.com/companies/morphik",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为专业护理及养老机构自动处理应付、账单催收和护士行政工作。",
      "buyer": "专业护理及养老机构运营团队",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "现主营移行业运营；旧开源多模态RAG和技术文档搜索为旧发布，未查源码或复测90%问答成绩。提高客户NOI不是Morphik收入或已实现毛利。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30475",
        "ENTERPRISE1-CAT-YC30475"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为专业护理及养老机构自动处理应付、账单催收和护士行政工作。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [
        "B2B",
        "Healthcare",
        "AI"
      ],
      "businessModel": "行业运营软件与部署服务；账户、任务、集成及人工费用待核"
    },
    {
      "id": "YC30476",
      "name": "Nomi",
      "url": "https://www.ycombinator.com/companies/nomi",
      "cat": "C06",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "依据销售通话及企业话术，在实时通话中提供表达、提问和异议建议。",
      "buyer": "销售及收入运营团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留销售工具；客户从100000到360000及成交率提升是效果自述，非公司收入。同行50月费不当Nomi实收，转录与安全未核。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30476",
        "SALES-CAT-YC30476"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：依据销售通话及企业话术，在实时通话中提供表达、提问和异议建议。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "Sales",
        "Sales Enablement",
        "AI"
      ],
      "businessModel": "销售辅导软件，兼免费会议笔记；席位及模型用量待核"
    },
    {
      "id": "YC30477",
      "name": "Casco",
      "url": "https://www.ycombinator.com/companies/casco",
      "cat": "C04",
      "year": 2025,
      "team": 10,
      "location": null,
      "business": "对Web、API、基础设施及AI系统执行自动安全测试，提供可选人工监督。",
      "buyer": "开发、安全及应用质量团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留软件安全测试；覆盖财富500部署、100多客户和default alive为公司自述，不能当直接客户数、收入或现金流已审计；报告支持认证不等已获认证。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30477",
        "C04-CAT-YC30477"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：对Web、API、基础设施及AI系统执行自动安全测试，提供可选人工监督。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [],
      "businessModel": "持续安全测试软件、报告及人工服务；分项合同待核"
    },
    {
      "id": "YC30479",
      "name": "Crimson",
      "url": "https://www.ycombinator.com/companies/crimson",
      "cat": "C07",
      "year": 2025,
      "team": 7,
      "location": "London, United Kingdom",
      "business": "为复杂诉讼整理案件上下文，辅助法律分析、起草和案件管理。",
      "buyer": "诉讼律师及法律团队",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留法律行业应用；AI associate是产品比喻，不等具备律师资格或独立法律判断；合同、正确率和实际收费待核。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30479",
        "INDUSTRY1-CAT-YC30479"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为复杂诉讼整理案件上下文，辅助法律分析、起草和案件管理。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "SaaS",
        "Legal",
        "AI"
      ],
      "businessModel": "诉讼专业软件；席位、案件、文档与实施费待拆"
    },
    {
      "id": "YC30480",
      "name": "Flott HQ",
      "url": "https://www.ycombinator.com/companies/flott-hq",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "Paris, France",
      "business": "为车队交叉检查运营记录、费用及真实行程，辅助调查成本差异。",
      "buyer": "运输及车队运营商",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留运输行业；官网现重核对差异，旧综合车队平台发布和200k ARR自述分期，准确截至日、币种和经常性定义未核。页面示例油量差异不是已审客户欺诈。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有历史ARR自述；现合同、经常性及交付范围未独立核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30480",
        "INDUSTRY1-CAT-YC30480",
        "INDUSTRY1-FLOTT-HOME",
        "INDUSTRY1-FLOTT-LAUNCH"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为车队交叉检查运营记录、费用及真实行程，辅助调查成本差异。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "Logistics",
        "Transportation",
        "Operations",
        "AI Assistant"
      ],
      "businessModel": "车队运营软件；车辆、连接、许可和实施成本待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC公司与官网产品关联；精确注册、全部签约主体及合并范围待核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读当前产品及相关交付自述，未运行产品、查运行源码或核独立效果；现官网与旧发布分期，收入不等技术验证。",
        "evidenceIds": [
          "INDUSTRY1-CAT-YC30480",
          "INDUSTRY1-FLOTT-LAUNCH"
        ]
      }
    },
    {
      "id": "YC30482",
      "name": "Lucis",
      "url": "https://www.ycombinator.com/companies/lucis",
      "cat": "C07",
      "year": 2025,
      "team": 17,
      "location": "Paris, France",
      "business": "结合血液检测、医疗专业人员及AI分析提供预防健康服务。",
      "buyer": "个人健康客户及医疗合作方",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留医疗检测服务，与仅个人健康软件分开。同行五万欧年费不是Lucis定价，百岁健康愿景不当临床效果或已实现收入。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30482",
        "INDUSTRY1-CAT-YC30482"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：结合血液检测、医疗专业人员及AI分析提供预防健康服务。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "Telehealth",
        "Digital Health",
        "Health & Wellness",
        "AI"
      ],
      "businessModel": "检测加医疗专业服务；检测套餐、专业人员与软件成本待拆"
    },
    {
      "id": "YC30485",
      "name": "Anana",
      "url": "https://www.ycombinator.com/companies/anana",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "连接酒店预订、沟通及市场数据，辅助收入、营销和销售团队行动。",
      "buyer": "酒店集团商业及收入团队",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "移客户收入运营；预订和客人数据为营销上下文，不因hotel标签全归行业应用。客户营收、入住率和渠道转化不归Anana收入。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30485",
        "INDUSTRY1-CAT-YC30485"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：连接酒店预订、沟通及市场数据，辅助收入、营销和销售团队行动。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "B2B",
        "AI"
      ],
      "businessModel": "酒店营销和商业运营软件；物业、连接、模型与实施费待拆"
    },
    {
      "id": "YC30488",
      "name": "Theta",
      "url": "https://www.ycombinator.com/companies/theta",
      "cat": "C02",
      "year": 2025,
      "team": 7,
      "location": "San Francisco",
      "business": "将客户真实工作资料和专家数据转为模拟训练环境及专用代理。",
      "buyer": "前沿模型实验室与企业AI团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "据现官网保留模型训练设施；旧记忆层发布与当前环境/驻场方案分开。多任务清单非全部已付费交付，43%及七倍历史效果未独立核。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30488",
        "MODELTAG-CAT-YC30488",
        "MODELTAG-THETA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：将客户真实工作资料和专家数据转为模拟训练环境及专用代理。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Reinforcement Learning",
        "B2B",
        "AI"
      ],
      "businessModel": "训练环境与定制部署；专家、环境建设、训练及实施成本待拆"
    },
    {
      "id": "YC30491",
      "name": "Novoflow",
      "url": "https://www.ycombinator.com/companies/novoflow",
      "cat": "C07",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "在诊所及医院的EHR中部署Agent，自动处理医疗运营流程。",
      "buyer": "医疗机构及诊所运营团队",
      "delivery": "已读YC当前主营及相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力设施移为医疗专业应用；旧发布的诊所挽回收入、节省费用与利用率效果不归Novoflow收入，当前部署周期与旧一小时上线说法分开。 成立及团队字段保留原YC快照，不等法律注册或最新雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30491",
        "C02-BOUNDARY-YC30491"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：在诊所及医院的EHR中部署Agent，自动处理医疗运营流程。 按主要买家与交付分类；compute/chip/computer-use关键词不直接等算力交付。",
      "directoryTags": [
        "Health Tech"
      ],
      "businessModel": "行业运营软件与部署服务；旧语音前台产品和现有流程自动化收费待拆"
    },
    {
      "id": "YC30496",
      "name": "QualGent",
      "url": "https://www.ycombinator.com/companies/qualgent",
      "cat": "C04",
      "year": 2025,
      "team": 10,
      "location": "San Francisco",
      "business": "以模拟人类交互的代理在移动设备上执行软件QA。",
      "buyer": "移动软件开发及测试团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "移软件开发QA，非企业通用文档工具。云真实iOS/Android测试、自愈与全闭环为厂商描述未执行；客户应用排名第三不是QualGent收入或可归因效果证明。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30496",
        "ENTTAG1-CAT-YC30496"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：以模拟人类交互的代理在移动设备上执行软件QA。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "B2B",
        "AI"
      ],
      "businessModel": "移动开发测试软件；设备、模型、运行次数及支持费待拆"
    },
    {
      "id": "YC30497",
      "name": "Human Behavior",
      "url": "https://www.ycombinator.com/companies/human-behavior",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "分析产品会话、发现故障并由代理准备代码修复及后续工作。",
      "buyer": "产品工程、增长和客户运营团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "据现官网产品工程闭环保留C04；旧留存分析与现PR/原型/客户联络双线分开。官网示例PR、发票和at-risk金额不作实际案例或自身收入，触达需用户审批为自述未实测。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30497",
        "DEVTAG1-CAT-YC30497",
        "DEVTAG1-HUMAN-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：分析产品会话、发现故障并由代理准备代码修复及后续工作。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "Analytics",
        "AI"
      ],
      "businessModel": "产品工程软件兼用户分析；会话用量、存储、代理及集成费用待拆"
    },
    {
      "id": "YC30498",
      "name": "Alkali",
      "url": "https://www.ycombinator.com/companies/alkali",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "Houston, TX",
      "business": "为钢结构企业估算工程量、搜索图纸并生成材料与细化信息。",
      "buyer": "钢结构制造、安装及建筑估算团队",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "从创意移行业应用。当前钢估算与旧化工ProcessMate设计/采购分期，2500以上项目和钢占比非平台收入；历史创始人八位数工程项目不是Alkali营收。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30498",
        "OTHERTAG1-CAT-YC30498",
        "OTHERTAG1-ALKALI-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：为钢结构企业估算工程量、搜索图纸并生成材料与细化信息。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "B2B",
        "Design Tools",
        "AI Assistant"
      ],
      "businessModel": "建筑钢结构专业软件；项目、图纸处理、实施及支持费待拆"
    },
    {
      "id": "YC30500",
      "name": "Besimple AI",
      "url": "https://www.ycombinator.com/companies/besimple-ai",
      "cat": "C02",
      "year": 2025,
      "team": 8,
      "location": "San Francisco",
      "business": "收集、标注并授权语音交互数据，为语音模型和Agent训练/评估提供数据。",
      "buyer": "语音模型、语音Agent及多模态研发团队",
      "delivery": "官网及YC说明语音数据和研究产品，实际合同、交付与估算收入未核。",
      "notes": "只有第三方2025年年收入估算，不是公司自报ARR或当前收入；估算方法、币种、总额/净额及时间覆盖留缺。与同名服装企业分开。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "YC称灵活授权，官网提供数据采购联系；未取得统一价表",
      "stage": "公开数据产品；收入仅第三方历史估算，未审计",
      "sourceType": "YC与官方产品补核，第三方估算单列",
      "evidenceIds": [
        "YC-E-30500",
        "BS-PROFILE",
        "BS-HOME",
        "BS-LATKA"
      ],
      "revenueStatus": "estimate",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC和官网：交付为语音数据与训练环境，保留C02；非直接语音模型收入。",
      "directoryTags": [
        "AIOps",
        "Data Labeling",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "语音数据授权、标注与训练环境；许可、项目服务与劳务成本需拆分，实际费率和经常性未知",
      "entityBasis": "YC链接besimple.ai，业务与创始人对应；精确登记主体未核，不将同名服装企业财务并入。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读语音数据和研究自述；未检查数据集许可、下载材料或复现基准，不授予独立能力评级。",
        "evidenceIds": [
          "BS-HOME",
          "BS-PROFILE"
        ]
      }
    },
    {
      "id": "YC30501",
      "name": "Cartpole",
      "url": "https://www.ycombinator.com/companies/cartpole",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "构建用于前沿模型训练的强化学习环境。",
      "buyer": "前沿模型研发团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "现主营为模型训练；同页Jazzberry/Prophet代码查错旧发布保留沿革，不将旧应用直接作当前软件开发主营。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30501",
        "C02-FULL-YC30501"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：构建用于前沿模型训练的强化学习环境。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Reinforcement Learning",
        "Data Labeling",
        "AI",
        "ML"
      ],
      "businessModel": "训练环境服务；许可与项目合同未核"
    },
    {
      "id": "YC30503",
      "name": "Vesence",
      "url": "https://www.ycombinator.com/companies/vesence",
      "cat": "C05",
      "year": 2025,
      "team": 10,
      "location": "San Francisco",
      "business": "提供整合邮件、文件、浏览器及多Agent桌面的跨设备工作台。",
      "buyer": "创始人、知识工作者及专业服务团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "现官网与YC均为工作台；旧Word合同审查应用单列沿革，按面向使用者的办公交付归C05，非按云电脑实现归算力。创始人音乐版税不归公司收入。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30503",
        "C02-FULL-YC30503",
        "C02-CURRENT-HOME-YC30503"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：提供整合邮件、文件、浏览器及多Agent桌面的跨设备工作台。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Finance",
        "B2B",
        "Legal",
        "AI"
      ],
      "businessModel": "云端工作台与Office工具；席位、算力及服务费待拆"
    },
    {
      "id": "YC30506",
      "name": "Klavis AI",
      "url": "https://www.ycombinator.com/companies/klavis-ai",
      "cat": "C02",
      "year": 2025,
      "team": 3,
      "location": null,
      "business": "提供编码及工具使用的长期任务、验证反馈与数据，支持模型后训练。",
      "buyer": "前沿模型实验室及后训练团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "从编码工具移训练设施；当前YC与官网主张数据交付，旧开源MCP集成发布保留沿革，不把旧集成数当当前付费量。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30506",
        "C04-CAT-YC30506",
        "C04-HOME-YC30506"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：提供编码及工具使用的长期任务、验证反馈与数据，支持模型后训练。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [],
      "businessModel": "编码/工具使用训练数据及环境交付；许可、项目与数据权利待拆"
    },
    {
      "id": "YC30509",
      "name": "Boost Robotics",
      "url": "https://www.ycombinator.com/companies/boost-robotics",
      "cat": "C10",
      "year": 2025,
      "team": 2,
      "location": "Boston",
      "business": "部署移动操作机器人，执行数据中心巡检、维护及远程现场操作。",
      "buyer": "数据中心运营及维护团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留机器人应用；客户产业是数据中心，不等提供云算力。客户节省保险费和SLA损失不是Boost收入，远程人工与自主操作比例待核。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30509",
        "C10-FULL-YC30509"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：部署移动操作机器人，执行数据中心巡检、维护及远程现场操作。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Hard Tech",
        "Hardware",
        "Robotics",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "机器人系统与巡检维护服务；设备、工时及持续服务合同待核"
    },
    {
      "id": "YC30510",
      "name": "Cactus Compute",
      "url": "https://www.ycombinator.com/companies/cactus-compute",
      "cat": "C01",
      "year": 2025,
      "team": 8,
      "location": "San Francisco",
      "business": "面向手机、可穿戴及小型设备研发模型，并提供端侧推理工具。",
      "buyer": "设备应用开发者",
      "delivery": "公开小型模型与端侧工具，另有按月微调平台条款；本轮未运行或核付费订阅。",
      "notes": "收入未知；月度预付合同结构不等已取得MRR。下载量、设备合作、开源许可及英国同名主体信息不推算公司收入或法律沿革。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "平台条款按月预付并给训练/生成/存储额度；价格在账单页，本轮未登录读取",
      "stage": "公开模型/工具与订阅合同说明；收入、付费规模和实际交付未核",
      "sourceType": "YC原始目录及公司/交易参与方公开原始资料补核",
      "evidenceIds": [
        "YC-E-30510",
        "MODEL-CAT-YC30510",
        "CACTUS-TERMS",
        "CACTUS-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：当前描述及近期发布强调小型设备模型，保留C01；早期推理引擎属于配套交付，商业边界仍需拆分。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Developer Tools",
        "Hard Tech",
        "Open Source",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "小型模型/端侧工具加按月预付的微调平台；额度、模型导出与企业合同经济性待核",
      "entityBasis": "官网条款列美国Cactus Compute, Inc.，YC同域名关联；英国同名公司与美国主体关系未核，不转移注册日期或财务。",
      "pricingEvidence": "CACTUS-TERMS",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网模型与端侧推理功能；没有独立测试、代码/权重专项审查，厂商速度与体积不转成独立能力评级。",
        "evidenceIds": [
          "CACTUS-HOME"
        ]
      }
    },
    {
      "id": "YC30511",
      "name": "Vassar Robotics",
      "url": "https://www.ycombinator.com/companies/vassar-robotics",
      "cat": "C10",
      "year": 2025,
      "team": 2,
      "location": "Boston",
      "business": "为机器人研发提供无减速器关节及机械臂。",
      "buyer": "机器人开发者及AI研究实验室",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留机器人部件；旧Navrim入门机械臂发布与现高转矩关节定位分开，200标价不是当前全部产品价或已实现收入，仿真迁移效果未独立核。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30511",
        "C10-FULL-YC30511"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为机器人研发提供无减速器关节及机械臂。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [],
      "businessModel": "机器人关节/机械臂硬件；设备与配套控制软件收费待拆"
    },
    {
      "id": "YC30515",
      "name": "Cashew Labs",
      "url": "https://www.ycombinator.com/companies/cashew-labs",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "构建用于递归自我改进、可修改界面及模型后训练的工具。",
      "buyer": "Agent与模型研发团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "当前简介为工具研发，同页Saffron Health转诊旧发布与现主营分开，不转移旧医疗效果或创始人此前客户收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30515",
        "AGENT-CAT-YC30515"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：构建用于递归自我改进、可修改界面及模型后训练的工具。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [],
      "businessModel": "自我改进开发工具；开源声明、许可和商业合同待核"
    },
    {
      "id": "YC30517",
      "name": "ValueMate",
      "url": "https://www.ycombinator.com/companies/valuemate",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "以LiDAR扫描物业并生成估价相关报告。",
      "buyer": "银行、估价管理机构及估价师",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留估价行业工作；三分钟扫描、80%效率和regulator-ready是自述。旧发布的未来几月格式切换不能沿访问日推现行法规，未独立核监管接受或估价准确性。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30517",
        "INDUSTRY1-CAT-YC30517"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：以LiDAR扫描物业并生成估价相关报告。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [],
      "businessModel": "地产估价软件及数据采集；报告、许可、设备和专业复核成本待拆"
    },
    {
      "id": "YC30518",
      "name": "Orchid",
      "url": "https://www.ycombinator.com/companies/orchid-ai",
      "cat": "C09",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "通过iMessage提供日程、回复起草及会议预订的个人助理。",
      "buyer": "个人及高日程负荷用户",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留个人应用；Orchid与旧Zero邮件客户端发布单列，不因旧开源发布认定现助理代码公开。批准后执行和真实可用性未独立核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30518",
        "CONSUMER-CAT-YC30518"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：通过iMessage提供日程、回复起草及会议预订的个人助理。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "AI",
        "AI Assistant"
      ],
      "businessModel": "个人助理应用；订阅、人工支持及运行成本待核"
    },
    {
      "id": "YC30521",
      "name": "Kairos",
      "url": "https://www.ycombinator.com/companies/kairos",
      "cat": "C05",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为受监管企业定制并在客户环境内部署专业代理系统。",
      "buyer": "受监管企业内部运营及AI团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "按企业定制交付移C05，另有Telos经验学习层，不仅凭AI标签当模型厂商。官网99%以上可靠性不直接外推；Telos自述不修改底模权重，基准不是独立测试。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有当前企业部署及Telos自测材料；付费、合同和实际服务效果未独立核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30521",
        "MODELTAG-CAT-YC30521",
        "MODELTAG-KAIROS-HOME",
        "MODELTAG-TELOS-REPORT"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核模型原标签池：为受监管企业定制并在客户环境内部署专业代理系统。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "AIOps",
        "Machine Learning",
        "Reinforcement Learning",
        "AI"
      ],
      "businessModel": "通用企业定制代理；流程梳理、实施、运行及支持费待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "机构与官网/产品材料对应；精确法律注册、签约及当前收入主体未核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读Telos厂商方法和有范围限制的基准自述；未运行或独立复现，不把自测直接当独立模型排名。",
        "evidenceIds": [
          "MODELTAG-CAT-YC30521",
          "MODELTAG-KAIROS-HOME",
          "MODELTAG-TELOS-REPORT"
        ]
      }
    },
    {
      "id": "YC30523",
      "name": "Mesmer",
      "url": "https://www.ycombinator.com/companies/mesmer",
      "cat": "C04",
      "year": 2025,
      "team": 7,
      "location": "Berlin, Germany",
      "business": "为工程团队诊断交付瓶颈，并持续实施软件工厂及Agent工作流改进。",
      "buyer": "工程管理者及软件交付团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留工程交付分类但注明服务模式；官网团队直接向客户仓库提交改进，非纯自助订阅。旧Cursor for CTOs与现主营分开，客户估值和旧Origin业绩不归公司收入。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30523",
        "C04-CAT-YC30523",
        "C04-HOME-YC30523"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为工程团队诊断交付瓶颈，并持续实施软件工厂及Agent工作流改进。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "SaaS",
        "Productivity",
        "Team Collaboration",
        "AI"
      ],
      "businessModel": "工程改进服务加软件工具；人员投入、月度合作及许可待拆"
    },
    {
      "id": "YC30524",
      "name": "Lapel",
      "url": "https://www.ycombinator.com/companies/lapel",
      "cat": "C06",
      "year": 2025,
      "team": 14,
      "location": "San Francisco",
      "business": "整合客户账户上下文并协调从接待到扩张续约的服务动作。",
      "buyer": "客户服务、成功及收入运营团队",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "保留客户运营，infrastructure是客户旅程定位而非通用Agent网关证明。官网early access及选择合作企业不等公开成熟/全部付费，具体AI作用仍缺细节，旧雇主规模非现收入。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30524",
        "OTHERTAG1-CAT-YC30524",
        "OTHERTAG1-LAPEL-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：整合客户账户上下文并协调从接待到扩张续约的服务动作。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "Customer Success",
        "Sales",
        "Customer Support",
        "AI"
      ],
      "businessModel": "客户旅程软件；数据接入、自动化、实施与支持费用待拆"
    },
    {
      "id": "YC30526",
      "name": "chrt",
      "url": "https://www.ycombinator.com/companies/chrt",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "San Clemente, CA",
      "business": "为紧急货运提供接单、派送、航班及追踪协调，兼售跟踪设备。",
      "buyer": "紧急货运代理、专业快递及货主",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留物流行业；30B市场和20%增长是问题背景，不归chrt收入。软件、运费和设备分开，是否作为承运人和净额确认待核。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30526",
        "INDUSTRY1-CAT-YC30526"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为紧急货运提供接单、派送、航班及追踪协调，兼售跟踪设备。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "Autonomous Shipping",
        "Logistics",
        "Healthcare",
        "Manufacturing",
        "Industrial"
      ],
      "businessModel": "物流协调软件加设备；软件费、运费转付、硬件及客服成本待拆"
    },
    {
      "id": "YC30527",
      "name": "MindFort",
      "url": "https://www.ycombinator.com/companies/mindfort",
      "cat": "C04",
      "year": 2025,
      "team": 6,
      "location": "Los Angeles, CA",
      "business": "为Web应用提供自主安全测试、验证与修复辅助。",
      "buyer": "软件开发及应用安全团队",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "从企业通用工作移软件开发安全环节。自研模型、低误报和安全基准为公司自述，未运行产品或验证结果，不据in-house models归基础模型。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30527",
        "ENTERPRISE1-CAT-YC30527"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为Web应用提供自主安全测试、验证与修复辅助。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [
        "Developer Tools",
        "Cybersecurity",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "应用安全软件与测试服务；测试用量、平台及人工复核费待拆"
    },
    {
      "id": "YC30529",
      "name": "Adentris",
      "url": "https://www.ycombinator.com/companies/adentris",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "为医疗机构处理文书、编码、授权和拒赔，兼提供账单托管服务。",
      "buyer": "医疗机构及医疗收入完整性团队",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留医疗专业运营；54k ARR旧自述与现免费/100月费/企业定制分期，报价不推收入。自助不含EHR集成，AI Web Agent是企业层，不把所有套餐表述为全系统自动化。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网原文100/月自助、25项每类用量；免费样本和企业年度定制另列。EHR接入及CSM为企业层，实际合同、币种及收入未核",
      "stage": "有历史ARR自述；现合同、经常性及交付范围未独立核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30529",
        "INDUSTRY1-CAT-YC30529",
        "INDUSTRY1-ADENTRIS-HOME",
        "INDUSTRY1-ADENTRIS-PRICE",
        "INDUSTRY1-ADENTRIS-LAUNCH"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为医疗机构处理文书、编码、授权和拒赔，兼提供账单托管服务。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "Health Tech",
        "B2B",
        "Compliance",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "医疗软件订阅加企业实施与账单服务；平台、人力和回款服务成本待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC公司与官网产品关联；精确注册、全部签约主体及合并范围待核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读当前产品及相关交付自述，未运行产品、查运行源码或核独立效果；现官网与旧发布分期，收入不等技术验证。",
        "evidenceIds": [
          "INDUSTRY1-CAT-YC30529",
          "INDUSTRY1-ADENTRIS-LAUNCH"
        ]
      }
    },
    {
      "id": "YC30532",
      "name": "Nimbic AI",
      "url": "https://www.ycombinator.com/companies/nimbic-ai",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "随代码提交自动生成和更新内部技术文档。",
      "buyer": "软件开发及工程知识维护团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "YC长简介空白，已用官网补当前文档生成交付；示例代码、实时更新动画及演示入口不证明已部署或付费，精度与权限安全未独立核。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30532",
        "C04-CAT-YC30532",
        "C04-HOME-YC30532"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：随代码提交自动生成和更新内部技术文档。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "SaaS",
        "AI"
      ],
      "businessModel": "代码文档软件与仓库连接；许可、席位或用量收费未核"
    },
    {
      "id": "YC30539",
      "name": "mlop",
      "url": "https://www.ycombinator.com/companies/mlop",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "London, United Kingdom",
      "business": "跟踪机器学习实验、模型指标及训练版本并协作分析。",
      "buyer": "ML训练及研究团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "按训练支持移C02。官网计算private beta、推理coming soon，不能当完整推理服务已商用；兼容W&B为自述，免费入口和开源不等无收费或零收入。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30539",
        "DEVTAG1-CAT-YC30539",
        "DEVTAG1-MLOP-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：跟踪机器学习实验、模型指标及训练版本并协作分析。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "AIOps",
        "Developer Tools",
        "Machine Learning",
        "SaaS"
      ],
      "businessModel": "模型实验管理平台；存储、计算、团队及托管费用待拆"
    },
    {
      "id": "YC30540",
      "name": "Lumari",
      "url": "https://www.ycombinator.com/companies/lumari",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "自动处理直接材料采购、报价请求、订单跟催及供应链协作。",
      "buyer": "制造及实体供应链采购团队",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留实体供应链行业；数百Agent、Fortune 500及前Stripe支付量为自述/履历，不当收入、客户合同或已证独立能力。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30540",
        "INDUSTRY1-CAT-YC30540"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：自动处理直接材料采购、报价请求、订单跟催及供应链协作。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "B2B",
        "Manufacturing",
        "Supply Chain",
        "Operations",
        "AI"
      ],
      "businessModel": "供应链执行软件；采购工作流、连接、运行和实施费用待拆"
    },
    {
      "id": "YC30541",
      "name": "Code Four",
      "url": "https://www.ycombinator.com/companies/code-four",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "面向执法机构整理摄像记录、转录与文书，衔接记录及证据管理系统。",
      "buyer": "执法机构行政与记录管理团队",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "从通用工作移行业行政应用；处理数百视频不等付费客户或收入，节时与合规自述未独立核。设计伙伴目标10至200警员是客户规模，不是Code Four团队规模。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30541",
        "ENTERPRISE1-CAT-YC30541"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：面向执法机构整理摄像记录、转录与文书，衔接记录及证据管理系统。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [
        "GovTech",
        "Computer Vision",
        "AI"
      ],
      "businessModel": "行业文书和证据软件；许可、处理量、集成及人工复核待拆"
    },
    {
      "id": "YC30542",
      "name": "Linewise",
      "url": "https://www.ycombinator.com/companies/linewise",
      "cat": "C02",
      "year": 2025,
      "team": 25,
      "location": "San Francisco",
      "business": "采集设计、加工和装配工作，交付模型训练用工业数据。",
      "buyer": "前沿AI及机器人模型团队",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "移模型数据基础设施；旧制造copilot与现Vision Lab数据交付分开。官网称许可及专家检查，实际权利链/模型训练收益未核，不把客户模型成绩当自身测试。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30542",
        "INDUSTRY1-CAT-YC30542",
        "INDUSTRY1-LINEWISE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：采集设计、加工和装配工作，交付模型训练用工业数据。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "Robotics",
        "Manufacturing",
        "Data Engineering",
        "AI"
      ],
      "businessModel": "训练数据与采集质量服务；授权、采集、标注及专业审核成本待拆"
    },
    {
      "id": "YC30545",
      "name": "StarSling",
      "url": "https://www.ycombinator.com/companies/starsling",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "提供GitHub Actions运行资源和提出CI优化PR的代理。",
      "buyer": "软件开发及DevOps团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "保留开发验证，非直接替代所有GitHub平台。PR由用户审阅合并，部分代理需付费并申请；公开客户PR存在不证明宣传倍数或合同收入，二百万jobs不是二百万付费客户。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网按CPU/GPU分钟计费，4vCPU示例原文$0.008/min，队列不计，Review Runner另计且模型上游付费；企业协议待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30545",
        "DEVTAG1-CAT-YC30545",
        "DEVTAG1-STAR-HOME",
        "DEVTAG1-STAR-PR"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：提供GitHub Actions运行资源和提出CI优化PR的代理。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "DevOps",
        "AI"
      ],
      "businessModel": "CI按计算分钟计费；CPU/GPU资源及代理优化，模型费用另拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "机构及当前官网/公开产品材料对应；精确注册、签约及收费主体仍待核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读CI按分钟供给、人工合并优化流程及一个客户公开合并记录；差异全文/日志未读，未执行或独立复现性能，不据宣传倍数排名。",
        "evidenceIds": [
          "DEVTAG1-CAT-YC30545",
          "DEVTAG1-STAR-HOME",
          "DEVTAG1-STAR-PR"
        ]
      }
    },
    {
      "id": "YC30548",
      "name": "Theorem",
      "url": "https://www.ycombinator.com/companies/theorem-2",
      "cat": "C04",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "研究更快的程序验证，并用验证反馈支持可靠代码生成及迁移。",
      "buyer": "复杂系统软件、安全及验证团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留软件验证分类；训练模型是实现途径，当前买家任务为代码正确性。万倍加速、漏洞发现与安全承诺仅自述，未运行验证器或核独立研究。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30548",
        "C04-CAT-YC30548"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：研究更快的程序验证，并用验证反馈支持可靠代码生成及迁移。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Machine Learning"
      ],
      "businessModel": "程序验证及AI编码研发工具；模型许可与服务合同未核"
    },
    {
      "id": "YC30549",
      "name": "Airweave",
      "url": "https://www.ycombinator.com/companies/airweave",
      "cat": "C03",
      "year": 2025,
      "team": 7,
      "location": "San Francisco",
      "business": "连接工作应用与私有数据源，为Agent提供可检索上下文、REST/MCP接口。",
      "buyer": "Agent产品与开发团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "本轮只读YC，未打开所链接代码或SDK；不把开源宣传当已验证材料或独立性能。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30549",
        "AGENT-CAT-YC30549"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：连接工作应用与私有数据源，为Agent提供可检索上下文、REST/MCP接口。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [],
      "businessModel": "上下文检索和连接设施，托管/开源收费边界待核"
    },
    {
      "id": "YC30552",
      "name": "sieve",
      "url": "https://www.ycombinator.com/companies/sieveai",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "将非结构化资料整理为供投资团队使用且经专家审核的数据。",
      "buyer": "基金、投资及数据团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留金融数据服务，API入口不代表无人软件。官网逐项专家审核及共识验证，准确性和延迟均未实测；客户千亿AUM和Acme财务演示不作sieve收入。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30552",
        "INDUSTRY9-CAT-YC30552",
        "INDUSTRY9-SIEVE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：将非结构化资料整理为供投资团队使用且经专家审核的数据。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "Investing",
        "Data Engineering",
        "APIs"
      ],
      "businessModel": "专业数据服务加AI；数据点、资料、专家复核与连接费用待拆"
    },
    {
      "id": "YC30553",
      "name": "Blueshoe",
      "url": "https://www.ycombinator.com/companies/blueshoe",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "通过软件接入及律师团队提供法律指导、代理与诉讼服务。",
      "buyer": "个人法律服务客户及需代理的当事方",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留法律服务，律师实际承办，不当纯软件SaaS。未核执业实体/地域和结果，AI接口入口不等取得律师资格或全无人法律服务。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30553",
        "INDUSTRY1-CAT-YC30553"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：通过软件接入及律师团队提供法律指导、代理与诉讼服务。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "Consumer",
        "B2B",
        "Legal",
        "LegalTech",
        "AI"
      ],
      "businessModel": "全栈律师事务所服务加AI工具；案件、律师工时及软件成本待拆"
    },
    {
      "id": "YC30554",
      "name": "Bond",
      "url": "https://www.ycombinator.com/companies/bond",
      "cat": "C05",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "整理公司信息并为管理者提供实时重点及行动建议。",
      "buyer": "CEO、高管及运营负责人",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "保留企业工作。每周节省十小时为自述未独立测，实时掌握全公司及优先级准确性未核，不把高管/前雇主规模当当前付费数或收入。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30554",
        "ENTTAG1-CAT-YC30554"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：整理公司信息并为管理者提供实时重点及行动建议。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "B2B",
        "Workflow Automation",
        "Productivity",
        "AI Assistant"
      ],
      "businessModel": "企业管理助手；信息连接、模型、席位与支持费用待拆"
    },
    {
      "id": "YC30557",
      "name": "Aegis",
      "url": "https://www.ycombinator.com/companies/aegis",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为医疗机构处理拒赔发现、申诉生成、提交和追踪。",
      "buyer": "医疗机构及医疗账单团队",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留医疗收入流程；追回客户款项不等Aegis收入，行业2600亿拒赔及200亿抗辩成本不是公司规模，实际服务合同和确认政策待核。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30557",
        "INDUSTRY1-CAT-YC30557"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为医疗机构处理拒赔发现、申诉生成、提交和追踪。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [],
      "businessModel": "医疗申诉软件；案件、回款服务、集成及专业复核待拆"
    },
    {
      "id": "YC30559",
      "name": "Godela",
      "url": "https://www.ycombinator.com/companies/godela",
      "cat": "C07",
      "year": 2025,
      "team": 10,
      "location": "San Francisco",
      "business": "用AI物理引擎辅助工程与科学仿真、设计和原型研发。",
      "buyer": "工程师与科学研发团队",
      "delivery": "专业工程软件；未独立测试仿真质量",
      "notes": "模型用于行业仿真任务，不仅因物理世界或硬件标签归机器人整机。 收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30559",
        "PHYSICAL-CAT-YC30559"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营与长简介：用AI物理引擎辅助工程与科学仿真、设计和原型研发。 按交付对象与任务分类，行业买家或创始人经历不直接等于机器人整机研发。",
      "directoryTags": [
        "Hard Tech",
        "Hardware",
        "Aerospace",
        "AI",
        "ML"
      ]
    },
    {
      "id": "YC30561",
      "name": "Sureform",
      "url": "https://www.ycombinator.com/companies/sureform",
      "cat": "C02",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "帮助企业将运营数据及真实工作记录转为AI训练/评估数据并授权。",
      "buyer": "AI实验室与模型团队；数据提供企业作为供给方",
      "delivery": "官网介绍范围协商、数据处理和授权流程；实际合同、交付和收入未核。",
      "notes": "客户潜在数据价值、提供方许可收入和Sureform平台收入不同；不把估价范围当公司收入，不与同名表单软件并表。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "估价取决于数据范围和需求，本轮未取得平台费率；客户估价不作平台订阅价",
      "stage": "公开数据授权业务流程；具体成交与收入未知",
      "sourceType": "YC及官方产品/条款补核",
      "evidenceIds": [
        "YC-E-30561",
        "SF-HOME",
        "SF-PROFILE",
        "SF-TERMS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC和官网：提供训练数据授权与处理，保留C02，不按机器人采集场景归本体厂商。",
      "directoryTags": [
        "Marketplace",
        "Data Labeling",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "连接企业数据供给与AI买方的数据授权业务；平台费、分成、数据成本和经常性需实际合同验证",
      "entityBasis": "官网页脚列Atom Copilot, Corp.；YC链接Sureform品牌，法律沿革和成立时间未独立注册核验。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读采集、去标识和交付流程；未测试处理管道、读取数据集或验证安全承诺。",
        "evidenceIds": [
          "SF-HOME",
          "SF-PROFILE"
        ]
      }
    },
    {
      "id": "YC30562",
      "name": "Docket",
      "url": "https://www.ycombinator.com/companies/docket",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "按自然语言编写E2E测试，并结合实际用户会话维护测试。",
      "buyer": "应用开发及QA团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留质量保障工具；不等代开发完整应用或提供员工外包，测试稳定性及覆盖率为自述，用户会话使用权限未核。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30562",
        "C04-CAT-YC30562"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：按自然语言编写E2E测试，并结合实际用户会话维护测试。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "自动测试软件；运行次数、席位与维护收费未核"
    },
    {
      "id": "YC30566",
      "name": "Preseen",
      "url": "https://www.ycombinator.com/companies/preseen",
      "cat": "C07",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "公司简介：The AI forecasting company for global macro events.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30566"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：预测全球宏观事件，属于专业预测决策应用；具体买家尚待核实。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC30569",
      "name": "Fifth Door",
      "url": "https://www.ycombinator.com/companies/fifth-door",
      "cat": "C09",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "让用户创建、分享并与他人一起玩游戏。",
      "buyer": "个人游戏玩家与轻量创作者",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留个人娱乐；当前简介以玩和分享为主，不直接当工程应用生成工具。产品短简介、付费规模和AI能力待补证。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30569",
        "CONSUMER-CAT-YC30569"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：让用户创建、分享并与他人一起玩游戏。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Consumer",
        "Gaming",
        "AI"
      ],
      "businessModel": "消费者游戏创作与娱乐应用；订阅、虚拟物品及分发收费未披露"
    },
    {
      "id": "YC30582",
      "name": "Pingo",
      "url": "https://www.ycombinator.com/companies/pingo",
      "cat": "C09",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "通过个性化AI对话与实时纠正帮助用户练习外语口语。",
      "buyer": "个人语言学习者",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留个人学习应用；2025年7月200000 MRR为历史自述，原文$币种未核，不能当2026当前MRR或支付平台核验。用户、学习效果和增长率非独立验证。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "公开自述有使用或付费，历史经营数字与当前合同待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30582",
        "CONSUMER-CAT-YC30582",
        "CONSUMER-HOME-06",
        "CONSUMER-INCOME-PINGO"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：通过个性化AI对话与实时纠正帮助用户练习外语口语。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [],
      "businessModel": "消费者语言学习订阅；试用、应用商店及平台费用待核",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC当前公司与所附公开发布关联，精确注册、签约及财务合并主体未独立核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读当前产品及发布自述；未运行产品、复现效果或核实际合同与收入。",
        "evidenceIds": [
          "CONSUMER-CAT-YC30582",
          "CONSUMER-INCOME-PINGO"
        ]
      }
    },
    {
      "id": "YC30591",
      "name": "Autonomous Technologies Group",
      "url": "https://www.ycombinator.com/companies/autonomous-technologies-group",
      "cat": "C07",
      "year": 2025,
      "team": 8,
      "location": "New York City, NY",
      "business": "为个人组织财务信息并提供投资、税务和规划辅助。",
      "buyer": "个人财富管理及财务顾问服务客户",
      "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。",
      "notes": "保留专业财富服务；0%顾问费不等公司零收入，演示资产/税损/转账不当AUM、收入或可执行承诺。superintelligence和机构策略为营销主张，未独立核牌照、收益或模型。 原成立和团队仍为YC发现快照；采用与规模自述不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30591",
        "INDUSTRY1-CAT-YC30591",
        "INDUSTRY1-AUTONOMOUS-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为个人组织财务信息并提供投资、税务和规划辅助。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。",
      "directoryTags": [
        "Consumer Finance",
        "AI"
      ],
      "businessModel": "财富服务与AI软件；顾问费、订阅、交易和其他渠道待核"
    },
    {
      "id": "YC30602",
      "name": "Meteor Labs",
      "url": "https://www.ycombinator.com/companies/meteor-labs",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "研究数据中心设备供应链、厂商份额和建设瓶颈。",
      "buyer": "数据中心产业研究及采购决策团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "保留产业研究，不把浏览器Agent实现归通用开发设施，也不把研究数据中心当实际出售算力。大学项目10万经费不是Meteor收入。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30602",
        "INDUSTRY2-CAT-YC30602"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：研究数据中心设备供应链、厂商份额和建设瓶颈。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [
        "Big Data",
        "Data Engineering",
        "AI"
      ],
      "businessModel": "行业研究和数据服务；订阅、定制报告及人工成本待拆"
    },
    {
      "id": "YC30603",
      "name": "Closera",
      "url": "https://www.ycombinator.com/companies/closera",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "为电商店铺提供购物Agent，具体产品与部署范围待核。",
      "buyer": "电商经营者及销售团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "移客户销售运营；简介仅一句，AI作用及实际采用仍缺。YC标Inactive，不当已注销或全部停止服务，不推交易额为收入。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "YC标Inactive；实际经营及法律状态未独立核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30603",
        "INDUSTRY2-CAT-YC30603"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为电商店铺提供购物Agent，具体产品与部署范围待核。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [
        "Generative AI",
        "B2B",
        "AI"
      ],
      "businessModel": "电商销售软件；会话、订阅、交易和服务费待核"
    },
    {
      "id": "YC30605",
      "name": "Dedalus Labs",
      "url": "https://www.ycombinator.com/companies/dedalus-labs",
      "cat": "C03",
      "year": 2025,
      "team": 8,
      "location": "San Francisco",
      "business": "为Agent提供隔离且跨会话保留文件、软件和状态的计算环境及开发接口。",
      "buyer": "Agent开发者及应用团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力移Agent运行设施；Dedalus Machines现主营与旧MCP托管发布分开。免费积分不是收入，未读代码或运行SDK。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30605",
        "C02-FULL-YC30605"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为Agent提供隔离且跨会话保留文件、软件和状态的计算环境及开发接口。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Developer Tools",
        "DevOps",
        "Cloud Computing",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "持久Agent运行环境API，配套SDK/工具连接，计费待核"
    },
    {
      "id": "YC30606",
      "name": "Acrely",
      "url": "https://www.ycombinator.com/companies/acrely",
      "cat": "C03",
      "year": 2025,
      "team": 6,
      "location": "Pittsburgh, PA",
      "business": "供企业构建和部署云端或本地语音Agent。",
      "buyer": "企业语音自动化及开发团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "YC当前状态Inactive，停用原因和时间未知，不等依法注销。旧家居服务客服和地产排程发布与当前平台简介分开，六客户不等当前付费或收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "YC标Inactive，停用时间和原因待核；保留历史公司研究记录",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30606",
        "AGENT-CAT-YC30606"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：供企业构建和部署云端或本地语音Agent。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [],
      "businessModel": "语音Agent构建/部署平台；定制服务与平台收费未核"
    },
    {
      "id": "YC30607",
      "name": "The Prompting Company",
      "url": "https://www.ycombinator.com/companies/the-prompting-company",
      "cat": "C06",
      "year": 2025,
      "team": 7,
      "location": "San Francisco",
      "business": "公司简介：We help products get discovered & used by AI agents.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30607"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：帮助产品被AI发现和推荐，并测试代理使用体验，主营获客及产品曝光。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC30608",
      "name": "MangoDesk",
      "url": "https://www.ycombinator.com/companies/mangodesk",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "构建真实工作流的长期强化学习环境，提供评测及后训练数据生产支持。",
      "buyer": "模型后训练、数据及评测团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留模型训练设施；旧评测标注平台与专家池并列为沿革，创始人前公司七位数ARR不归MangoDesk。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30608",
        "C02-FULL-YC30608"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：构建真实工作流的长期强化学习环境，提供评测及后训练数据生产支持。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "AI"
      ],
      "businessModel": "RL环境、标注流程软件及专家数据服务；分项合同待核"
    },
    {
      "id": "YC30610",
      "name": "TraceRoot.AI",
      "url": "https://www.ycombinator.com/companies/traceroot-ai",
      "cat": "C03",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "分析代理生产故障模式并向编码代理提供上下文及验证修复。",
      "buyer": "AI代理应用工程团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "按现代理改进平台移C03；旧通用生产调试产品分期。创始人此前修300故障不是当前客户或产品能力测试，open source自述未在本轮读取仓库。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30610",
        "DEVTAG1-CAT-YC30610"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：分析代理生产故障模式并向编码代理提供上下文及验证修复。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "Open Source",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "Agent可观测与改进设施；追踪、存储、分析及支持费用待拆"
    },
    {
      "id": "YC30613",
      "name": "Blank Bio",
      "url": "https://www.ycombinator.com/companies/blank-bio",
      "cat": "C01",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "训练RNA基础模型，研究疾病进展及治疗反应，支持药企临床试验决策。",
      "buyer": "药企及生物技术研发团队",
      "delivery": "已读YC当前主营及相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力设施移为行业基础模型；当前官网强调精准肿瘤学，旧RNA序列设计发布保留沿革，开源使用和合作方不等付费收入或临床有效性验证。 成立及团队字段保留原YC快照，不等法律注册或最新雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30613",
        "C02-BOUNDARY-YC30613",
        "C02-HOME-YC30613"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：训练RNA基础模型，研究疾病进展及治疗反应，支持药企临床试验决策。 按主要买家与交付分类；compute/chip/computer-use关键词不直接等算力交付。",
      "directoryTags": [],
      "businessModel": "行业基础模型与临床研发应用；模型许可、研究服务及应用合同未核"
    },
    {
      "id": "YC30614",
      "name": "Astor",
      "url": "https://www.ycombinator.com/companies/astor",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "面向个人投资者提供持仓分析、市场关注及经用户批准的交易流程辅助。",
      "buyer": "个人投资者及财富服务用户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "保留专业金融服务；官网明确示例持仓及订单，不当真实AUM、成交或收益保证。未核牌照、托管、实际交易能力和合同，不将retail市场份额当客户数。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30614",
        "INDUSTRY2-CAT-YC30614",
        "INDUSTRY2-ASTOR-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：面向个人投资者提供持仓分析、市场关注及经用户批准的交易流程辅助。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [
        "Fintech",
        "Investing",
        "Consumer Finance",
        "AI"
      ],
      "businessModel": "专业投资软件或服务；订阅、交易、顾问及其他费用待核"
    },
    {
      "id": "YC30615",
      "name": "Lanesurf",
      "url": "https://www.ycombinator.com/companies/lanesurf",
      "cat": "C07",
      "year": 2025,
      "team": 11,
      "location": "San Francisco",
      "business": "为物流订舱寻找可用卡车、并行联系并协商和预订运载。",
      "buyer": "物流经纪、货主及运输运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留物流专业流程，10分钟订货及更好毛利为自述。未核是否承担经纪责任、实际自动完成率及计费，行业百万日货量不归本公司收入。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30615",
        "INDUSTRY9-CAT-YC30615"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为物流订舱寻找可用卡车、并行联系并协商和预订运载。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "B2B",
        "Logistics",
        "Supply Chain",
        "AI"
      ],
      "businessModel": "物流代理软件；联系、预订、系统接入及例外费用待拆"
    },
    {
      "id": "YC30620",
      "name": "Bidflow",
      "url": "https://www.ycombinator.com/companies/bidflow",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "读取电气施工图并辅助算量、成本估计和投标。",
      "buyer": "电气施工承包及估价团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "移行业应用；旧Ghostship QA发布与当前电气估价分期。99%计数准确性未核，客户投标/维修金额非公司收入，创始人16岁旧12万业绩不归当前产品。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30620",
        "MODELTAG-CAT-YC30620",
        "MODELTAG-BIDFLOW-OLD-REV"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：读取电气施工图并辅助算量、成本估计和投标。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "SaaS",
        "Computer Vision",
        "Construction",
        "Infrastructure"
      ],
      "businessModel": "电气估价专业软件；图纸处理、项目及人工审核成本待拆"
    },
    {
      "id": "YC30622",
      "name": "Liva AI",
      "url": "https://www.ycombinator.com/companies/liva-ai",
      "cat": "C02",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "在内部采集人类语音及视频以供模型训练。",
      "buyer": "语音、视频及交互模型团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "保留数据供给；已向语音模型实验室交付为自述，无金额。完全同意授权、不买第三方和多语言覆盖未独立核，不据social intelligence认定自己已发布基础模型。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30622",
        "MODELTAG-CAT-YC30622"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：在内部采集人类语音及视频以供模型训练。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Marketplace",
        "B2B",
        "Data Labeling",
        "Big Data",
        "AI"
      ],
      "businessModel": "训练数据供给；采集、参与者报酬、权利、标注及许可成本待拆"
    },
    {
      "id": "YC30623",
      "name": "Playgent",
      "url": "https://www.ycombinator.com/companies/playgent",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为模型后训练构建金融任务、验证规则及模拟环境。",
      "buyer": "模型实验室及金融AI训练团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "按现官网RL金融训练移C02；YC通用API沙盒和旧Pharmie药房助手另记，产品沿革/并存范围未核。LBO示例450亿欧元收购和模拟收益不是Playgent收入或真实交易。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30623",
        "ENTTAG1-CAT-YC30623",
        "ENTTAG1-PLAYGENT-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：为模型后训练构建金融任务、验证规则及模拟环境。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "SaaS",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "金融RL环境供给；专家、任务、验证器和训练交付成本待拆"
    },
    {
      "id": "YC30624",
      "name": "Verne Robotics",
      "url": "https://www.ycombinator.com/companies/verne-robotics",
      "cat": "C10",
      "year": 2025,
      "team": 8,
      "location": "San Francisco",
      "business": "结合学习控制模型与机械臂部署，为实体作业学习新技能。",
      "buyer": "需要可重配置机器人作业的企业",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留实体交付；自研控制模型是机器人系统组成，按小时付费不等纯软件订阅。客户使用及几小时学会技能仅自述，无金额或独立性能验证。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30624",
        "C10-FULL-YC30624"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：结合学习控制模型与机械臂部署，为实体作业学习新技能。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [],
      "businessModel": "机器人部署及按小时使用服务；硬件、人工支持和用量合同待核"
    },
    {
      "id": "YC30625",
      "name": "LLM Stats",
      "url": "https://www.ycombinator.com/companies/llm-stats",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "提供模型基准、排行榜和评估服务，帮助比较AI系统表现。",
      "buyer": "模型研发与Agent产品团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "同页保留ZeroEval开发工具旧发布；独立/防污染是机构页自述，未复现测试，不自动给本公司记第三方独立评测级别。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30625",
        "AGENT-CAT-YC30625"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：提供模型基准、排行榜和评估服务，帮助比较AI系统表现。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "Infrastructure",
        "AI"
      ],
      "businessModel": "评测研究及工具，广告、服务与软件收入模式未核"
    },
    {
      "id": "YC30626",
      "name": "ContextFort",
      "url": "https://www.ycombinator.com/companies/contextfort",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "记录浏览器Agent动作并对高风险操作及跨站数据泄漏施加控制。",
      "buyer": "企业安全与Agent部署团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "当前简介为浏览器安全，旧建筑图纸审查与RFI发布另属沿革，客户节省工期不作当前收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30626",
        "AGENT-CAT-YC30626"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：记录浏览器Agent动作并对高风险操作及跨站数据泄漏施加控制。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "Cybersecurity",
        "AI"
      ],
      "businessModel": "浏览器Agent运行控制扩展；收费未核"
    },
    {
      "id": "YC30628",
      "name": "Datafruit",
      "url": "https://www.ycombinator.com/companies/datafruit",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "捕获实施项目沟通，整理客户范围并利用历史项目辅助交付。",
      "buyer": "企业软件实施及专业服务交付团队",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "保留企业项目工作；软件实施不是已证实自动写代码，客户交付更有利润不等Datafruit收入或毛利。当前简介短，实际成果与买家合同待核。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30628",
        "ENTERPRISE1-CAT-YC30628"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：捕获实施项目沟通，整理客户范围并利用历史项目辅助交付。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "项目交付与范围管理软件；席位、项目及实施服务收费待核"
    },
    {
      "id": "YC30629",
      "name": "Topological",
      "url": "https://www.ycombinator.com/companies/topological",
      "cat": "C01",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "研发用于CAD物理约束及拓扑优化的专用模型。",
      "buyer": "硬件设计及工程模型使用团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "按明确模型研发定位暂移C01；UToP-v1的1930倍及小于5%误差是自测主张，未见本轮代码或复测，不当通用模型能力或已实现模型收入。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30629",
        "INDUSTRY2-CAT-YC30629",
        "INDUSTRY2-TOPOLOGICAL-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：研发用于CAD物理约束及拓扑优化的专用模型。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [
        "Reinforcement Learning",
        "Robotics",
        "Design Tools",
        "3D Printing",
        "AI"
      ],
      "businessModel": "专用模型研发；授权、推理、工程软件与服务费待核"
    },
    {
      "id": "YC30630",
      "name": "Lark",
      "url": "https://www.ycombinator.com/companies/lark",
      "cat": "C04",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "为开发团队以自然语言编写并持续运行UI、API及SDK端到端测试。",
      "buyer": "软件开发及质量保障团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "当前YC和getlark.ai为测试工具，旧uselark.ai计费和账单Agent发布单列；客户账单吞吐、LLM成本及演示测试数不归当前收入，不与其他同名Lark合并。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30630",
        "C04-CAT-YC30630",
        "C04-HOME-YC30630"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为开发团队以自然语言编写并持续运行UI、API及SDK端到端测试。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "DevOps",
        "Automation",
        "AI"
      ],
      "businessModel": "持续测试平台；运行用量、订阅及支持收费待核"
    },
    {
      "id": "YC30634",
      "name": "Bitrig",
      "url": "https://www.ycombinator.com/companies/bitrig",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "在真实Xcode项目上辅助构建、模拟、测试及发布原生Swift应用。",
      "buyer": "Apple平台应用开发者",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留应用开发分类；旧iPhone开发环境与当前项目工作流分开。创始人过去Apple/Storehouse使用与收购业绩非Bitrig收入，App Store发布不代表自身收入已核。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30634",
        "C04-CAT-YC30634"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：在真实Xcode项目上辅助构建、模拟、测试及发布原生Swift应用。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [],
      "businessModel": "原生应用开发环境；软件订阅及自带模型额度边界待核"
    },
    {
      "id": "YC30636",
      "name": "EffiGov",
      "url": "https://www.ycombinator.com/companies/effigov",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为地方政府311及部门热线提供AI接听和事项处理。",
      "buyer": "市政及地方政府部门",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留政务应用，AI OS为扩展愿景。许可申请及动物管理具体办结权限、政府合同和数据安全未核，不把接听等同政府最终批准。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30636",
        "INDUSTRY9-CAT-YC30636"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为地方政府311及部门热线提供AI接听和事项处理。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "GovTech",
        "AI"
      ],
      "businessModel": "政府热线专业软件；通话、部门接入及人工升级费用待拆"
    },
    {
      "id": "YC30637",
      "name": "Design Arena",
      "url": "https://www.ycombinator.com/companies/design-arena",
      "cat": "C08",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "提供多模型创作入口与生成结果比较，兼众包设计能力排行榜。",
      "buyer": "创作者、模型使用者及评测团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "暂保留创意交付，官网现有创作入口与旧设计基准发布并列，不只按旧benchmark标签决定当前收入。Arcada Labs、Intelligence品牌及法律主体边界待核，榜单不当其自身独立能力证明。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30637",
        "CONSUMER-CAT-YC30637",
        "CONSUMER-HOME-09"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：提供多模型创作入口与生成结果比较，兼众包设计能力排行榜。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Design",
        "Crowdsourcing",
        "AI"
      ],
      "businessModel": "创作工作台与模型比较/评测双线；实际收入比例未披露"
    },
    {
      "id": "YC30638",
      "name": "Lotas",
      "url": "https://www.ycombinator.com/companies/lotas",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "目录当前称从事量化交易，具体产品及经营方式待核。",
      "buyer": "量化交易经营或专业团队，具体买家未核",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "按现quantitative trading暂移金融行业，旧Rao/RStudio编码助手与当前分开。官网只有联系入口，不能假定自己管理资产、盈利或仍出售IDE；RStudio五百万用户不是Lotas用户。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30638",
        "DEVTAG1-CAT-YC30638",
        "DEVTAG1-LOTAS-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：目录当前称从事量化交易，具体产品及经营方式待核。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "Data Science",
        "Data Visualization",
        "AI"
      ],
      "businessModel": "量化交易暂分类；自营、外售软件和收费边界待核"
    },
    {
      "id": "YC30640",
      "name": "Monarcha",
      "url": "https://www.ycombinator.com/companies/monarcha",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "将扫描地图、地块及土地资料转为可查询GIS空间数据。",
      "buyer": "矿业、基础设施及土地研究团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "移行业应用。九十秒内自动配准、缺失数据纠正与准确性未实测；历史图件授权和现场核验费用未知，土地价值非平台收入。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30640",
        "ENTTAG1-CAT-YC30640"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：将扫描地图、地块及土地资料转为可查询GIS空间数据。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "Geographic Information System",
        "B2B",
        "AI"
      ],
      "businessModel": "GIS专业软件；文档量、坐标校准、数据及专家复核费待拆"
    },
    {
      "id": "YC30641",
      "name": "Overdrive Health",
      "url": "https://www.ycombinator.com/companies/overdrive-health",
      "cat": "C07",
      "year": 2025,
      "team": 1,
      "location": "New York City, NY",
      "business": "结合AI及专业账单人员为医疗机构处理账单与回款。",
      "buyer": "医疗机构，初始含救护车服务商",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "保留医疗服务，官网明确Human Led。旧拟收购账单机构50m年度索赔和官网现100m处理额是客户款项；未核交割及并表，不相加或按比例反推公司ARR。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30641",
        "INDUSTRY2-CAT-YC30641",
        "INDUSTRY2-OVERDRIVE-HOME",
        "INDUSTRY2-OVERDRIVE-LAUNCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：结合AI及专业账单人员为医疗机构处理账单与回款。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [],
      "businessModel": "医疗账单托管服务；按回款/合同收费及人工软件成本待拆"
    },
    {
      "id": "YC30642",
      "name": "Orange Slice",
      "url": "https://www.ycombinator.com/companies/orange-slice",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "通过AI生成的TypeScript列和数据连接，丰富销售线索并运行GTM研究。",
      "buyer": "销售研究及增长工程团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留销售数据工具；可写代码是实现形式，不直接归通用编码。推荐客户500每月是转介支出承诺，不当收入或已实现分成；数据权利和当前报价未核。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30642",
        "SALES-CAT-YC30642"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：通过AI生成的TypeScript列和数据连接，丰富销售线索并运行GTM研究。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [],
      "businessModel": "销售数据电子表格与丰富API；数据供应、席位和用量费待拆"
    },
    {
      "id": "YC30643",
      "name": "Nuntius",
      "url": "https://www.ycombinator.com/companies/nuntius",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "自述研究让模型遵循规则的对齐问题，具体当前产品待核。",
      "buyer": "AI对齐及部署团队，具体买家待核",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "短简介暂留模型设施，官网只有联系入口，未证明训练、评测或安全服务哪一项已交付。bulletproof为愿景而非安全证明，不因官网少字推零收入或停业。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30643",
        "MODELTAG-CAT-YC30643",
        "MODELTAG-NUNTIUS-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：自述研究让模型遵循规则的对齐问题，具体当前产品待核。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Reinforcement Learning",
        "AI"
      ],
      "businessModel": "模型对齐相关供给暂分类；技术、产品与收费边界待核"
    },
    {
      "id": "YC30644",
      "name": "Wafer",
      "url": "https://www.ycombinator.com/companies/wafer",
      "cat": "C02",
      "year": 2025,
      "team": 15,
      "location": "San Francisco",
      "business": "公司简介：AI that makes AI fast",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30644"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：优化GPU内核并提供模型推理服务，主营模型执行性能。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AI"
      ]
    },
    {
      "id": "YC30645",
      "name": "Panels",
      "url": "https://www.ycombinator.com/companies/panels",
      "cat": "C02",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "组织贡献者采集语音，提供基础语音模型训练及评测数据。",
      "buyer": "语音模型实验室及研究团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留训练数据分类，非自研语音模型；贡献者网络规模、覆盖语言与已付费客户不同，未核录音权利及数据质量。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30645",
        "C02-FULL-YC30645"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：组织贡献者采集语音，提供基础语音模型训练及评测数据。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [],
      "businessModel": "语音数据集采集与许可；项目、复用权和贡献者成本待核"
    },
    {
      "id": "YC30646",
      "name": "Humwork",
      "url": "https://www.ycombinator.com/companies/humwork",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "通过MCP/API将遇到难题的Agent接入实时人类领域专家。",
      "buyer": "Agent开发者及企业Agent产品团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "匹配30秒、专业资质及可用性均为自述；专家交易额、旧语音产品分钟数和创始人2021旧创业不归新公司收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30646",
        "AGENT-CAT-YC30646"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：通过MCP/API将遇到难题的Agent接入实时人类领域专家。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [],
      "businessModel": "人工专家转接市场与Agent工具接口；平台费和专家报酬分摊待核"
    },
    {
      "id": "YC30647",
      "name": "Cyberdesk",
      "url": "https://www.ycombinator.com/companies/cyberdesk",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "通过API让开发者在Windows等旧桌面系统运行可学习任务轨迹的Agent。",
      "buyer": "需要连接旧桌面软件的开发团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "由算力移Agent设施；医疗是客户场景，不直接当诊所运营商。速度、确定性与生产使用均为自述，旧项目用户量不归本公司。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30647",
        "C02-FULL-YC30647"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：通过API让开发者在Windows等旧桌面系统运行可学习任务轨迹的Agent。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Developer Tools",
        "Robotic Process Automation",
        "Workflow Automation",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "电脑操作Agent API与运行设施；用量及部署合同未核"
    },
    {
      "id": "YC30648",
      "name": "Janet AI",
      "url": "https://www.ycombinator.com/companies/tryjanet",
      "cat": "C05",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "连接企业工具，通过记忆及权限设置运行跨业务的持续工作Agent。",
      "buyer": "企业运营及流程负责人",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "保留跨业务工作交付；自建记忆和决策设施为实现方式，未据此归模型或开发设施。24小时、可靠、低成本和投资者标志均不证明付费、收入或单位经济性。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30648",
        "ENTERPRISE1-CAT-YC30648"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：连接企业工具，通过记忆及权限设置运行跨业务的持续工作Agent。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [],
      "businessModel": "通用企业Agent软件；任务、连接、模型及人工配置成本待拆"
    },
    {
      "id": "YC30649",
      "name": "Lilac",
      "url": "https://www.ycombinator.com/companies/lilac",
      "cat": "C02",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "销售灵活GPU合约，并提供裸机开通、监控、Kubernetes及Slurm运维层。",
      "buyer": "GPU使用团队及GPU云供应商",
      "delivery": "已读YC当前主营及相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留算力设施分类，但不视为纯软件订阅；旧开源调度器发布与当前GPU合约交付分开，潜在客户原有云支出不是Lilac收入。 成立及团队字段保留原YC快照，不等法律注册或最新雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30649",
        "C02-BOUNDARY-YC30649"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：销售灵活GPU合约，并提供裸机开通、监控、Kubernetes及Slurm运维层。 按主要买家与交付分类；compute/chip/computer-use关键词不直接等算力交付。",
      "directoryTags": [
        "Machine Learning",
        "Cloud Computing",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "GPU算力合约与托管运维；自营/转售、软件费和服务费待拆"
    },
    {
      "id": "YC30650",
      "name": "Imprezia",
      "url": "https://www.ycombinator.com/companies/imprezia",
      "cat": "C06",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "为AI应用接入上下文广告，连接品牌投放及应用开发者变现。",
      "buyer": "广告主与AI应用开发者",
      "delivery": "已读YC当前主营及相关发布节选；Rebolt另核官网。实际产品、合同及财务未独立验证。",
      "notes": "从通用企业工作移客户收入运营。按展示或点击分成不等已实现收费；广告主总预算、开发者所得及平台收入须分开，不把创始人旧雇主十亿美元系统规模当Imprezia收入。 成立年和团队保留原YC快照，不把产品转向或旧经营业绩当新收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30650",
        "ENTERPRISE1-CAT-YC30650"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为AI应用接入上下文广告，连接品牌投放及应用开发者变现。 按当前买家和交付分类；短简介保留暂定判断，旧产品沿革与现业务分开。",
      "directoryTags": [],
      "businessModel": "广告网络；广告预算、平台净费及开发者分成待拆"
    },
    {
      "id": "YC30651",
      "name": "Alter",
      "url": "https://www.ycombinator.com/companies/alter",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "在AI代理工具调用时验证身份、权限及运行策略。",
      "buyer": "AI应用开发及企业安全团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "移Agent设施。临时令牌、参数级授权及审计为自述未实测，SOC2/HIPAA/GDPR声明不等已核认证；A2A旧发布标coming soon不当全部现已交付。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30651",
        "DEVTAG1-CAT-YC30651"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：在AI代理工具调用时验证身份、权限及运行策略。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "AIOps",
        "Developer Tools",
        "DevSecOps",
        "Security",
        "AI"
      ],
      "businessModel": "Agent身份及权限设施；调用、凭据、策略和企业部署费待拆"
    },
    {
      "id": "YC30652",
      "name": "OnDeck AI",
      "url": "https://www.ycombinator.com/companies/ondeck-ai",
      "cat": "C01",
      "year": 2025,
      "team": 6,
      "location": "Vancouver, Canada",
      "business": "开发Perception-0视觉模型及企业视频理解系统。",
      "buyer": "有长视频分析任务的企业及研发机构",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "按自有领域模型移C01，企业部署为配套。LVBench领先和始终SOTA为厂商自述，官网链接Vision Index不能据称独立就视为独立验证；旧渔业六位数收入不当当前模型ARR。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立；2025发布追述一月前旧渔业监控营收，旧业务起点、转型及法律主体延续仍待核",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30652",
        "MODELTAG-CAT-YC30652",
        "MODELTAG-ONDECK-HOME",
        "MODELTAG-ONDECK-OLD-REV"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：开发Perception-0视觉模型及企业视频理解系统。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Machine Learning",
        "SaaS",
        "Computer Vision",
        "B2B",
        "Video"
      ],
      "businessModel": "视觉模型与定制部署；推理、视频处理、云/本地及支持费用待拆"
    },
    {
      "id": "YC30655",
      "name": "Frizzle",
      "url": "https://www.ycombinator.com/companies/frizzle",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "为教师批改手写数学作业并提供学习分析和差异化测评。",
      "buyer": "教师、学校及教学团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留教育专业应用；批改分钟化和减负为自述，教师责任、误评分及学习效果未独立核。白宫合作称号本轮未查原始登记，不当认证；前Coinbase5000万增收不是Frizzle收入。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30655",
        "INDUSTRY9-CAT-YC30655"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为教师批改手写数学作业并提供学习分析和差异化测评。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "Education",
        "SaaS",
        "B2B",
        "Productivity",
        "AI"
      ],
      "businessModel": "教育评测软件；教师、学校、作业及审核费用待拆"
    },
    {
      "id": "YC30657",
      "name": "Nori",
      "url": "https://www.ycombinator.com/companies/nori",
      "cat": "C09",
      "year": 2025,
      "team": 3,
      "location": "New York City, NY",
      "business": "整理个人病历、可穿戴及健康资料，生成日常健康计划。",
      "buyer": "个人健康应用用户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "移消费者应用；用户睡眠或心率改善是个案引语，不等临床效果或公司收入。未核医疗服务范围、订阅及隐私主张。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30657",
        "INDUSTRY2-CAT-YC30657"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：整理个人病历、可穿戴及健康资料，生成日常健康计划。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [
        "Consumer Health Services",
        "Health Tech",
        "Digital Health",
        "Health & Wellness",
        "AI"
      ],
      "businessModel": "个人健康助手软件；订阅、数据连接和人工支持费待拆"
    },
    {
      "id": "YC30659",
      "name": "Proliferate",
      "url": "https://www.ycombinator.com/companies/proliferate",
      "cat": "C04",
      "year": 2025,
      "team": null,
      "location": "San Francisco",
      "business": "为企业后台编码Agent提供沙箱、内部服务连接、事件触发及多人预览验证。",
      "buyer": "企业软件工程团队",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "旧发布明确编码Agent，当前YC概述和官网仅称人与Agent协作、更多内容将发布；暂按最近具体交付归软件开发，现可用范围待核，未查开源代码或实际运行。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30659",
        "ENTERPRISE2-CAT-YC30659",
        "ENTERPRISE2-PROLIFERATE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业后台编码Agent提供沙箱、内部服务连接、事件触发及多人预览验证。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [
        "Developer Tools",
        "SaaS",
        "B2B",
        "AI"
      ],
      "businessModel": "后台编码Agent平台；托管、运行环境及实施费用待拆"
    },
    {
      "id": "YC30660",
      "name": "Magnitude",
      "url": "https://www.ycombinator.com/companies/magnitude",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "在本地硬件调优推理内核并向现有代理提供开放模型运行接口。",
      "buyer": "本地模型及代理开发用户",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "移推理设施。Mac/NVIDIA上预填和解码分别自述，平均超过两倍不外推所有芯片/模型；开源免费及本地不上传需实测，未读源码/许可证或运行调优。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30660",
        "DEVTAG1-CAT-YC30660",
        "DEVTAG1-MAGNITUDE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：在本地硬件调优推理内核并向现有代理提供开放模型运行接口。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "Open Source",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "本地推理引擎；软件、硬件适配、支持或其他收费待核"
    },
    {
      "id": "YC30661",
      "name": "Stockline",
      "url": "https://www.ycombinator.com/companies/stockline",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为食品批发商接收多渠道订单并整合到运营ERP。",
      "buyer": "食品批发及供应链运营团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "移食品行业软件，全ERP仍为长期方向。WhatsApp/短信/电话订单处理不证明所有人工已消除；创始人家庭行业与客户商品收入不归Stockline。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30661",
        "ENTTAG1-CAT-YC30661"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：为食品批发商接收多渠道订单并整合到运营ERP。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Food & Beverage",
        "AI"
      ],
      "businessModel": "食品批发ERP；订单、通信、数据连接、实施及人工异常成本待拆"
    },
    {
      "id": "YC30662",
      "name": "DeepAware AI (Robotics Center of Silicon Valley)",
      "url": "https://www.ycombinator.com/companies/deepaware-ai-robotics-center-of-silicon-valley",
      "cat": "C10",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "供应机器人及零件，并支持遥操作数据采集、RL环境和生产部署。",
      "buyer": "机器人研究、工业运营及活动团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留机器人硬件主营；DeepAware与Robotics Center品牌沿革注明。简介48/72小时交货表述不一，旧数据中心节能产品不当现主营或收入，实际库存和交货未核。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30662",
        "C10-FULL-YC30662"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：供应机器人及零件，并支持遥操作数据采集、RL环境和生产部署。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Machine Learning",
        "Robotics",
        "Supply Chain",
        "Data Engineering",
        "AI"
      ],
      "businessModel": "机器人/部件销售加数据与部署服务；分项收入和成本待拆"
    },
    {
      "id": "YC30663",
      "name": "Tesora",
      "url": "https://www.ycombinator.com/companies/tesora",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "为保险精算师整理数据、运行方法并部署费率工具。",
      "buyer": "保险公司、再保险及MGA精算团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留精算应用，用户作专业判断，自有基础设施且团队协助上线为自述。frontier不直接当基础模型，SOC2及不训练数据未独立核，实际费率风险和合同未知。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30663",
        "INDUSTRY9-CAT-YC30663"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为保险精算师整理数据、运行方法并部署费率工具。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "API",
        "Insurance",
        "AI"
      ],
      "businessModel": "专业精算软件与部署；模型、数据、现场支持及人审成本待拆"
    },
    {
      "id": "YC30665",
      "name": "Pangolin",
      "url": "https://www.ycombinator.com/companies/pangolin",
      "cat": "C05",
      "year": 2025,
      "team": 3,
      "location": "New York City, NY",
      "business": "提供企业应用及基础设施的安全访问和身份策略，兼AI模型网关。",
      "buyer": "企业IT及安全团队",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "保留企业IT；官网AI Gateway提供模型访问控制，但整体仍是网络安全平台，AI工作负载兼容不等全部营收来自AI。安装数、GitHub星数及客户引语不当付费人数或收入。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30665",
        "ENTERPRISE2-CAT-YC30665",
        "ENTERPRISE2-PANGOLIN-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：提供企业应用及基础设施的安全访问和身份策略，兼AI模型网关。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [
        "Security",
        "Open Source",
        "Enterprise Software",
        "Networks"
      ],
      "businessModel": "通用网络安全平台，兼AI访问网关；托管、许可、连接和用量待拆"
    },
    {
      "id": "YC30666",
      "name": "CareSwift",
      "url": "https://www.ycombinator.com/companies/careswift",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "在救护车报告系统内辅助急救人员填写记录并提示错误。",
      "buyer": "急救服务机构及现场文书团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "保留急救行业工作；三分钟及80%节时为自述，未独立核文书准确性、支付方接受或客户合同。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30666",
        "INDUSTRY2-CAT-YC30666"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：在救护车报告系统内辅助急救人员填写记录并提示错误。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [],
      "businessModel": "医疗报告软件；机构、记录、集成及专业校验费待拆"
    },
    {
      "id": "YC30668",
      "name": "Wedge",
      "url": "https://www.ycombinator.com/companies/wedge",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为医疗机构部署、治理及运营后台AI Agent。",
      "buyer": "大型医疗系统及医疗运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "保留医疗运营，官网明确服务医疗后台，不据OS名称归通用Agent设施。全后台、合规、稳定和上线效果未独立核。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30668",
        "INDUSTRY2-CAT-YC30668",
        "INDUSTRY2-WEDGE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为医疗机构部署、治理及运营后台AI Agent。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [],
      "businessModel": "医疗自动化平台加部署服务；流程、集成、运行及人力费待拆"
    },
    {
      "id": "YC30669",
      "name": "Slashy",
      "url": "https://www.ycombinator.com/companies/slashy",
      "cat": "C05",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为创始人和运营用户提供邮件草稿、收件箱、日历及跟进。",
      "buyer": "企业创始人、管理者及运营用户",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "保留企业邮件，旧Dash/通用工作助手分期。省一/两小时、CASA/SOC及不训练声明均待独立核；未读取用户邮箱或发送消息，客户与读者规模不当自身财务。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30669",
        "ENTTAG1-CAT-YC30669"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：为创始人和运营用户提供邮件草稿、收件箱、日历及跟进。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "Productivity",
        "Enterprise Software",
        "Automation",
        "Email",
        "AI Assistant"
      ],
      "businessModel": "通用邮件工作软件；邮箱、席位、模型、集成及支持费待拆"
    },
    {
      "id": "YC30672",
      "name": "Induction Labs",
      "url": "https://www.ycombinator.com/companies/induction-labs",
      "cat": "C01",
      "year": 2025,
      "team": null,
      "location": "San Francisco",
      "business": "公司简介：Building intellectually curious AI",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30672"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：研发能从观察持续学习的基础模型，属于模型研究。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Deep Learning",
        "Hard Tech",
        "AI"
      ]
    },
    {
      "id": "YC30673",
      "name": "Nexa Labs",
      "url": "https://www.ycombinator.com/companies/nexa-labs",
      "cat": "C10",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "以植入芯片、耳标及平台监测牛只生理、定位和繁殖状态。",
      "buyer": "牧场及牛群运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "移实体传感交付；YC现Acquired仅列状态，买方及交割未核。官网仍有试点入口，40%更早和15%提升为宣传，USDA、动物安全及实际收入未知，不作已规模化部署。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "YC状态Acquired；官网仍有试点入口，买方、交割及收购后供货未核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30673",
        "INDUSTRY9-CAT-YC30673",
        "INDUSTRY9-NEXA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：以植入芯片、耳标及平台监测牛只生理、定位和繁殖状态。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "Livestock Health",
        "Medical Devices",
        "Agriculture",
        "AI",
        "Biotechnology"
      ],
      "businessModel": "畜牧传感硬件与软件；芯片、耳标、基站、安装及订阅成本待拆"
    },
    {
      "id": "YC30675",
      "name": "BootLoop",
      "url": "https://www.ycombinator.com/companies/bootloop",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "根据硬件资料生成嵌入式固件，并在实际硬件上自动测试。",
      "buyer": "嵌入式软件及硬件产品开发团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留软件开发：产出为固件代码，与电路/CAD设计工具分开。SpaceX等旧履历、召回损失和交付速度不当当前客户、收入或独立验证。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30675",
        "C04-CAT-YC30675"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：根据硬件资料生成嵌入式固件，并在实际硬件上自动测试。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [],
      "businessModel": "固件开发Agent与硬件测试支持；软件、工程服务及设备成本待拆"
    },
    {
      "id": "YC30676",
      "name": "Stellon Labs",
      "url": "https://www.ycombinator.com/companies/stellon-labs",
      "cat": "C01",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "研发轻量语音等边缘模型，公开KittenTTS模型及配套代码。",
      "buyer": "需要端侧语音/模型的开发及设备企业",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "按自有领域模型移C01。旧小于25MB型号与现KittenTTS 2的1.7B模型不同；代码Apache-2.0不自动覆盖权重，当前权重社区许可有条件。公开文件和下载数不是收入或独立质量测试。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "代码Apache-2.0；KittenTTS 2权重社区许可商业条件另列，集成/定制及企业许可询价，当前实收未知",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30676",
        "MODELTAG-CAT-YC30676",
        "MODELTAG-STELLON-HOME",
        "MODELTAG-KITTEN-REPO",
        "MODELTAG-KITTEN-CODE-LICENSE",
        "MODELTAG-KITTEN-MODEL",
        "MODELTAG-KITTEN-FILES",
        "MODELTAG-KITTEN-WEIGHT-LICENSE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核模型原标签池：研发轻量语音等边缘模型，公开KittenTTS模型及配套代码。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Edge Computing Semiconductors",
        "AI"
      ],
      "businessModel": "模型许可与支持；定制、集成、训练、部署及企业许可费用待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "机构与官网/产品材料对应；精确法律注册、签约及当前收入主体未核。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "公开仓库、代码许可、模型卡、文件目录及权重社区许可可读；未固定同一commit、下载权重、安装、推理或独立测质量。",
        "evidenceIds": [
          "MODELTAG-CAT-YC30676",
          "MODELTAG-STELLON-HOME",
          "MODELTAG-KITTEN-REPO",
          "MODELTAG-KITTEN-CODE-LICENSE",
          "MODELTAG-KITTEN-MODEL",
          "MODELTAG-KITTEN-FILES",
          "MODELTAG-KITTEN-WEIGHT-LICENSE"
        ]
      }
    },
    {
      "id": "YC30677",
      "name": "Kalinda",
      "url": "https://www.ycombinator.com/companies/kalinda",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为集体诉讼律师整理大量记录并辅助案件资格分析。",
      "buyer": "原告及集体诉讼法律团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "保留法律行业；60万页、两大律所为处理/采用自述，不当收入或独立正确率。资格最终判断和法律责任未独立核，前公益7000学生不算客户。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30677",
        "INDUSTRY2-CAT-YC30677"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为集体诉讼律师整理大量记录并辅助案件资格分析。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [],
      "businessModel": "法律记录分析软件；案件、页数、许可及专业审核费待拆"
    },
    {
      "id": "YC30680",
      "name": "Riverbank",
      "url": "https://www.ycombinator.com/companies/riverbank",
      "cat": "C04",
      "year": 2025,
      "team": 1,
      "location": "Boston",
      "business": "绘制异构IT系统拓扑、依赖、接口及可达路径。",
      "buyer": "基础设施及系统工程团队，具体买家待核",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "按当前基础设施制图移开发支持，官网无正文，当前AI具体作用、交付接口及客户仍缺。不据cartography推GIS实物地图或全自动代理，不猜营收为零。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30680",
        "ENTTAG1-CAT-YC30680",
        "ENTTAG1-RIVERBANK-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：绘制异构IT系统拓扑、依赖、接口及可达路径。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "IoT Security",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "基础设施开发支持暂分类；发现、映射、部署及支持费用待核"
    },
    {
      "id": "YC30681",
      "name": "Conviction",
      "url": "https://www.ycombinator.com/companies/conviction",
      "cat": "C09",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "让个人用自然语言创建交易策略并回测、模拟和部署。",
      "buyer": "个人交易及投资用户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "移个人应用，当前Conviction与附载Parachute医疗模型评估旧发布分期。未核主体沿革、交易许可、实际成交和收益，不将旧医疗客户或回测继承为当前业绩。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30681",
        "INDUSTRY9-CAT-YC30681"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：让个人用自然语言创建交易策略并回测、模拟和部署。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "Fintech",
        "Crypto / Web3",
        "Consumer Finance",
        "AI",
        "Stocks"
      ],
      "businessModel": "个人交易应用；订阅、数据、执行和平台费用待核"
    },
    {
      "id": "YC30683",
      "name": "Theora",
      "url": "https://www.ycombinator.com/companies/theora",
      "cat": "C02",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为医疗Agent提供专家训练数据、奖励标准及仿真任务环境。",
      "buyer": "医疗AI模型及Agent训练团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "移模型数据与训练设施；官网Louiza Inc. dba Theora，法律登记待核。FHIR/PACS环境及去标识数据为自述，未核权利链、独立训练效果或临床部署。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30683",
        "INDUSTRY2-CAT-YC30683",
        "INDUSTRY2-THEORA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为医疗Agent提供专家训练数据、奖励标准及仿真任务环境。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [
        "Marketing",
        "Market Research"
      ],
      "businessModel": "模型训练数据和环境服务；数据授权、环境、标注及专家成本待拆"
    },
    {
      "id": "YC30684",
      "name": "Doe",
      "url": "https://www.ycombinator.com/companies/doe",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "连接工作工具供代理完成任务，并为用户提供统一工作界面。",
      "buyer": "知识工作者及企业运营团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "保留通用工作。旧发布愿景与当时可用能力分开，不认定所有工具/任务都可靠执行；未运行或核权限、隐私、收费和真实完成率。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30684",
        "ENTTAG1-CAT-YC30684"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：连接工作工具供代理完成任务，并为用户提供统一工作界面。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "Generative AI",
        "SaaS",
        "Productivity",
        "Data Visualization",
        "AI"
      ],
      "businessModel": "通用工作平台；连接、代理用量、席位及支持费用待拆"
    },
    {
      "id": "YC30685",
      "name": "IronLedger.ai",
      "url": "https://www.ycombinator.com/companies/ironledger-ai",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "New York City, NY",
      "business": "为物业管理、开发商及承包商自动处理地产会计与应付。",
      "buyer": "物业及地产专业会计团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "保留地产会计行业；10万管理单位是服务覆盖自述，不等付费客户。客户千元节省及已于2025到期折扣不作当前价格或收入。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30685",
        "INDUSTRY2-CAT-YC30685"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为物业管理、开发商及承包商自动处理地产会计与应付。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [],
      "businessModel": "地产财务软件；单位、流程、许可与实施成本待拆"
    },
    {
      "id": "YC30686",
      "name": "OneStop",
      "url": "https://www.ycombinator.com/companies/onestop",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "本地活动与社交计划平台；AI辅助搜索、信息流排序和发帖。",
      "buyer": "纽约本地成年用户；收费买方未披露",
      "delivery": "官网有候补登记及即将上架提示，条款描述发帖、回复和聊天；实际可用范围未独立测试。",
      "notes": "AI具体用途由当前条款补证；公司及团队年份仍以YC自述为准。免费不等公司收入为零，活动卡片不当真实采用。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官方条款称当前免费、无订阅及内购，不处理用户间支付；未来变现未知",
      "stage": "官网及条款可读，公开可用性和付费使用待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30686",
        "CLASS-ONESTOP-HOME",
        "CLASS-ONESTOP-MISSION",
        "CLASS-ONESTOP-TERMS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核：按个人附近活动发现、发帖与聊天归C09，AI辅助搜索/排序/写作据官方条款；不按创始人履历归企业AI转型。",
      "directoryTags": [
        "AI"
      ],
      "extraUrl": "https://onestop.so/",
      "pricingEvidence": "CLASS-ONESTOP-TERMS",
      "businessModel": "消费者本地社交服务；当前免费，未来收费及广告等变现未披露",
      "entityBasis": "YC关联域名跳转现行官网，Mission创始人可关联；条款列Preempt Technologies, Inc.，精确注册及法律沿革未另核"
    },
    {
      "id": "YC30687",
      "name": "Trace",
      "url": "https://www.ycombinator.com/companies/trace-so",
      "cat": "C05",
      "year": 2025,
      "team": 3,
      "location": "London, United Kingdom",
      "business": "提供企业人与AI Agent的上下文编排、任务路由及跨部门自动化。",
      "buyer": "企业运营、业务与IT团队",
      "delivery": "官网BETA与联系入口可读；未独立运行或验证付费使用。",
      "notes": "2025成立据YC自述。官网合同金额及任务计数属于产品示例，不能当公司ARR或实际客户指标；公开定价和收入未取得。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网联系团队；未取得公开金额",
      "stage": "BETA与公开联系入口；商业规模待核",
      "sourceType": "YC公司自述、公司官网及Product Hunt发布",
      "evidenceIds": [
        "YC-E-30687",
        "PH25-E-03",
        "TRACE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC与官网：按主要企业运营任务归C05；不因底层Agent能力归基础设施。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Productivity",
        "Enterprise Software",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "企业工作流编排；收费方式和合同经常性待核",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读上下文编排与治理的官方功能介绍；没有执行产品、复测性能或核验宣称采用。",
        "evidenceIds": [
          "YC-E-30687",
          "TRACE-HOME"
        ]
      }
    },
    {
      "id": "YC30688",
      "name": "Fulcrum",
      "url": "https://www.ycombinator.com/companies/fulcrum",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "用红队Agent诊断RL环境和Agent行为中的缺陷及奖励投机。",
      "buyer": "RL环境及Agent研发团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "从普通编码移Agent评测设施；同页两条近似发布不当两家产品或两份独立证据。诊断能力和可用性仅自述，未运行系统。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30688",
        "C04-CAT-YC30688"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：用红队Agent诊断RL环境和Agent行为中的缺陷及奖励投机。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [],
      "businessModel": "Agent环境调试、实验及监控工具；软件与研究服务合同待核"
    },
    {
      "id": "YC30689",
      "name": "b12 Labs",
      "url": "https://www.ycombinator.com/companies/b12-labs",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为药企提供分子设计、实验规划及化学制造交付。",
      "buyer": "药企及早期药物研发团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "保留专业科研服务；旧copilot与新Foundry制造分期，不能全作软件ARR。付费试点未给收入，论文及一次转化效果未独立核，不列为本公司第三方评测。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30689",
        "INDUSTRY2-CAT-YC30689",
        "INDUSTRY2-B12-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为药企提供分子设计、实验规划及化学制造交付。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [
        "AI-powered Drug Discovery",
        "Robotics"
      ],
      "businessModel": "科研软件加实验/分子交付服务；项目、材料、实验及专业人员待拆"
    },
    {
      "id": "YC30690",
      "name": "Flai",
      "url": "https://www.ycombinator.com/companies/flai",
      "cat": "C07",
      "year": 2025,
      "team": 40,
      "location": "San Francisco",
      "business": "公司简介：We Bring Customers to Your Dealership",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30690"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：为汽车经销商处理来电、试驾和售后预约，属于行业专用运营应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC30691",
      "name": "Embedder",
      "url": "https://www.ycombinator.com/companies/embedder",
      "cat": "C04",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "结合数据手册、代码及客户真实板卡生成、调试和验证固件。",
      "buyer": "嵌入式固件及硬件工程团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "保留开发工具，不因接触硬件就归出售实体设备。自动编译/刷写/仪器测试为厂商描述，未执行；万人开发者不是付费数，平台支持和认证主张未独立核。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30691",
        "DEVTAG1-CAT-YC30691",
        "DEVTAG1-EMBEDDER-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：结合数据手册、代码及客户真实板卡生成、调试和验证固件。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "Hardware",
        "B2B",
        "AI"
      ],
      "businessModel": "固件开发平台；模型用量、硬件桥接、实验台和企业部署费用待拆"
    },
    {
      "id": "YC30694",
      "name": "Epicenter",
      "url": "https://www.ycombinator.com/companies/epicenter",
      "cat": "C09",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "提供共享本地数据的个人笔记、转录及AI工作工具生态。",
      "buyer": "个人知识工作及开发用户",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "移个人应用，开发库与代码助手是生态组成非全公司主交付。旧MIT/纯本地宣传和现AGPL/可选Cloud分开；云中继可读明文为官网说明，不能推所有模式数据不出设备，免费应用不等公司零营收。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "应用自由运行和可选自托管；维护者以Cloud托管/拟支持合同维持，实际价格/付费未知；现AGPL与旧MIT版本分开",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30694",
        "ENTTAG1-CAT-YC30694",
        "ENTTAG1-EPICENTER-HOME",
        "ENTTAG1-EPICENTER-REPO",
        "ENTTAG1-EPICENTER-LICENSE",
        "ENTTAG1-EPICENTER-MODEL"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：提供共享本地数据的个人笔记、转录及AI工作工具生态。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "SaaS",
        "Productivity",
        "Open Source",
        "Note-taking",
        "AI Assistant"
      ],
      "businessModel": "个人本地工具与可选托管同步/支持；模型、存储、托管费待核",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "机构、当前官网及公开产品材料对应；精确注册、签约及财务主体未独立核。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "公开README、目录、许可索引及商业可持续说明可读；旧MIT和当前AGPL分期，未逐包核许可、固定commit或运行同步/转录。",
        "evidenceIds": [
          "ENTTAG1-CAT-YC30694",
          "ENTTAG1-EPICENTER-HOME",
          "ENTTAG1-EPICENTER-REPO",
          "ENTTAG1-EPICENTER-LICENSE",
          "ENTTAG1-EPICENTER-MODEL"
        ]
      }
    },
    {
      "id": "YC30695",
      "name": "Channel3",
      "url": "https://www.ycombinator.com/companies/channel3",
      "cat": "C03",
      "year": 2025,
      "team": 5,
      "location": "New York City, NY",
      "business": "为开发者提供商品图谱搜索、推荐及电商佣金接口。",
      "buyer": "购物Agent、应用及企业产品开发者",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "按开发者数据/工具移C03，商品及品牌不是医疗等行业应用。1亿商品、5000品牌不等付费客户，API费用与转付开发者佣金、未来checkout分别核，不从成交额估ARR。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "文档每月1000免费credits，额外原文$0.007/credit；搜索通常1credit，对话另计搜索，批量定制。佣金与API收费分开，实际收入未知",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30695",
        "INDUSTRY9-CAT-YC30695",
        "INDUSTRY9-CHANNEL-HOME",
        "INDUSTRY9-CHANNEL-PRICE",
        "INDUSTRY9-CHANNEL-COMMISSION-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为开发者提供商品图谱搜索、推荐及电商佣金接口。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "E-commerce",
        "AI"
      ],
      "businessModel": "Agent商务数据设施；API用量、佣金及商家服务收入待拆"
    },
    {
      "id": "YC30696",
      "name": "GhostEye",
      "url": "https://www.ycombinator.com/companies/ghosteye",
      "cat": "C05",
      "year": 2025,
      "team": 6,
      "location": "New York City, NY",
      "business": "为企业测试人员与安全控制，复核风险并跟进修复及再测。",
      "buyer": "企业安全及风险管理团队",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "保留企业安全；交付包含测试、修复和再测，不单按AI标签推纯软件毛利。未运行安全测试、核授权合同或核独立效果。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30696",
        "ENTERPRISE2-CAT-YC30696"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业测试人员与安全控制，复核风险并跟进修复及再测。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [
        "B2B",
        "Cybersecurity",
        "AI"
      ],
      "businessModel": "企业安全测试软件或服务；平台、演练和专家人工费用待拆"
    },
    {
      "id": "YC30697",
      "name": "Normal",
      "url": "https://www.ycombinator.com/companies/normal",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "以硬件设计应用研究为当前定位，旧发布涉及硬件认证自动化。",
      "buyer": "硬件设计及合规工程团队（当前签约买家待核）",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从创意暂移专业工程，YC长简介空白且官网读取失败，不凭旧Vanta for Hardware发布认定当前仍卖合规工具。认证工时及研究宣传未独立核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30697",
        "CONSUMER-CAT-YC30697",
        "CONSUMER-HOME-02"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：以硬件设计应用研究为当前定位，旧发布涉及硬件认证自动化。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Hardware",
        "Manufacturing",
        "AI",
        "Industrial"
      ],
      "businessModel": "专业工程研究/软件；当前产品、许可与服务模式未披露"
    },
    {
      "id": "YC30698",
      "name": "Comena",
      "url": "https://www.ycombinator.com/companies/comena",
      "cat": "C06",
      "year": 2025,
      "team": 8,
      "location": "Germany",
      "business": "为工业分销和制造销售团队处理报价及订单录入，写回ERP。",
      "buyer": "企业内勤销售及客户服务团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "移客户收入运营；发布明确销售人员快速复核并一键发送，非全无人订单处理。客户订单金额、节时和ERP数据不是Comena收入。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30698",
        "INDUSTRY2-CAT-YC30698"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为工业分销和制造销售团队处理报价及订单录入，写回ERP。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [],
      "businessModel": "订单销售自动化；单据、许可、集成及人工复核成本待拆"
    },
    {
      "id": "YC30699",
      "name": "VibeFlow",
      "url": "https://www.ycombinator.com/companies/vibeflow",
      "cat": "C06",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "按品牌语气制作社媒文图并在用户批准后发布。",
      "buyer": "创业者、品牌及增长团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "按现社媒运营移C06，旧prompt-to-app工作流工具另记。官网明确用户批准再发布，不能按hands-off推无人审核；线索和客户收入不是VibeFlow营收。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30699",
        "DEVTAG1-CAT-YC30699",
        "DEVTAG1-VIBE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：按品牌语气制作社媒文图并在用户批准后发布。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "Consumer",
        "B2B",
        "AI"
      ],
      "businessModel": "内容营销运营；制作、发布、渠道、代理及人工费用待拆"
    },
    {
      "id": "YC30700",
      "name": "Nozomio",
      "url": "https://www.ycombinator.com/companies/nozomio",
      "cat": "C09",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "Nozomio官网自述开发Folk个人AI伙伴，另保留Nia开发上下文产品沿革。",
      "buyer": "个人AI伙伴用户；现具体付费买家待核",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从创意移个人应用；当前官网明确Folk AI friend，旧Nia MCP上下文不直接替代现主营。Folk目标页未读，不与同名CRM合并，当前法律主体及合同待核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30700",
        "CONSUMER-CAT-YC30700",
        "CONSUMER-HOME-01",
        "CONSUMER-HOME-05"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：Nozomio官网自述开发Folk个人AI伙伴，另保留Nia开发上下文产品沿革。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Consumer",
        "AI"
      ],
      "businessModel": "产品实验室与个人AI应用；订阅、上下文产品及产品线收入未拆"
    },
    {
      "id": "YC30701",
      "name": "Mimos",
      "url": "https://www.ycombinator.com/companies/mimos",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "为原告律所管理获客渠道、客户接待及签约结果归因。",
      "buyer": "法律服务获客及接待团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "移营销客户运营；旧跨监管行业AEO与现律所获客分期。五付费客户无合同金额不推MRR；客户AUM、媒体支出和签约案值不是Mimos收入。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30701",
        "INDUSTRY2-CAT-YC30701"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为原告律所管理获客渠道、客户接待及签约结果归因。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [
        "SaaS",
        "LegalTech",
        "AI"
      ],
      "businessModel": "营销执行与客户接待软件；广告预算、服务费和软件费待拆"
    },
    {
      "id": "YC30702",
      "name": "TwentyTwo",
      "url": "https://www.ycombinator.com/companies/twentytwo",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "New York City, NY",
      "business": "构建面向生物安全及疫情防御的AI设施，具体产品范围待核。",
      "buyer": "生物安全及防御机构，具体买家未核",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "从企业通用移生物安全行业，当前简介宽泛，不把防御愿景当已部署能力。旧Mohi Agent调试工具属于旧发布，不拼接为同一技术成绩。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30702",
        "ENTERPRISE2-CAT-YC30702"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：构建面向生物安全及疫情防御的AI设施，具体产品范围待核。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [
        "Synthetic Biology",
        "Biotech",
        "Compliance",
        "Security",
        "AI"
      ],
      "businessModel": "防御领域软件或研究服务；产品、采购和收费模式待核"
    },
    {
      "id": "YC30703",
      "name": "Physical Turing",
      "url": "https://www.ycombinator.com/companies/physical-turing",
      "cat": "C10",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "部署机器人执行工业巡检和安保，并利用部署数据训练控制智能。",
      "buyer": "工业巡检与安全运营团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留机器人部署；同页旧Riff音乐编辑器发布另列沿革，不把音乐应用用户或旧定位转到机器人收入，现实际合同与自主程度待核。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30703",
        "C10-FULL-YC30703"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：部署机器人执行工业巡检和安保，并利用部署数据训练控制智能。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Robotics",
        "B2B",
        "AI"
      ],
      "businessModel": "机器人部署及实体作业服务；设备、人工及持续收费待核"
    },
    {
      "id": "YC30707",
      "name": "Phases",
      "url": "https://www.ycombinator.com/companies/phases",
      "cat": "C10",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "面向前沿机器人实验室的解决方案；产品细分及部署方式未公开。",
      "buyer": "机器人实验室与研发团队（官网目标用户），实际合同买方待核",
      "delivery": "公开官网只有方向和演示预约；未独立确认机器人硬件、模型、数据产品或部署。",
      "notes": "官网可补机器人领域和目标用户，尚不足以确定产品细分、技术水平或采用；创始人既往机器人研究经历不作为公司能力证明。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30707",
        "CLASS-PHASES-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核：官网明确frontier robotics labs，按机器人应用领域粗分C10；不据笼统物理世界AI强行认定基础模型、训练平台或硬件产品。",
      "directoryTags": [
        "AI"
      ],
      "extraUrl": "https://phases.ai/",
      "businessModel": "机器人研发解决方案；计价与软件/数据/服务拆分未公开"
    },
    {
      "id": "YC30709",
      "name": "Novaflow",
      "url": "https://www.ycombinator.com/companies/novaflow",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "为生物实验室分析实验数据并生成研究图表。",
      "buyer": "生命科学研究及生物信息团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "保留生命科学应用；机构使用与出版可用图表为自述，不等机构合同或独立科研验证。10万分析师费用是客户成本，不归Novaflow收入。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30709",
        "INDUSTRY2-CAT-YC30709"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为生物实验室分析实验数据并生成研究图表。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [],
      "businessModel": "实验数据分析软件；存储、计算、分析和专业支持费待拆"
    },
    {
      "id": "YC30710",
      "name": "Manufact",
      "url": "https://www.ycombinator.com/companies/manufact",
      "cat": "C03",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "为MCP服务和应用提供云部署、鉴权、测试、监控及发布支持。",
      "buyer": "MCP应用和Agent产品开发团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "页面列原名mcp-use；星标、下载和创始人旧项目金额不等公司收入，本轮未打开代码、运行SDK或核官方推荐宣传。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30710",
        "AGENT-CAT-YC30710"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为MCP服务和应用提供云部署、鉴权、测试、监控及发布支持。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "Open Source",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "开源SDK加托管MCP云；具体合同及用量收费待核"
    },
    {
      "id": "YC30712",
      "name": "Relling",
      "url": "https://www.ycombinator.com/companies/relling",
      "cat": "C10",
      "year": 2025,
      "team": null,
      "location": "San Francisco",
      "business": "设计、构建并部署可配置的制造机器人工作单元。",
      "buyer": "中小制造及高混合生产团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "YC长简介为空，relling.co跳转现官网补产品；第一十亿机器人是愿景。六周及节省成本是代表性自述，不作已交付数量、审计毛利或收入。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30712",
        "C10-FULL-YC30712",
        "C10-CURRENT-HOME-YC30712"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：设计、构建并部署可配置的制造机器人工作单元。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Robotics",
        "AI"
      ],
      "businessModel": "交钥匙机器人工作单元与集成服务；设备、验收及维护合同待拆"
    },
    {
      "id": "YC30715",
      "name": "Autumn",
      "url": "https://www.ycombinator.com/companies/autumn-ai",
      "cat": "C06",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "为企业研究人员及公司，支持线索丰富、筛选和身份核对。",
      "buyer": "销售、招聘及企业尽调团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "按当前企业线索研究移C06；未来Agent搜索引擎愿景单列。十亿人索引不是用户数或收入，演示新公司和联系人不当已核真实记录；未检索任何个人档案。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30715",
        "INDUSTRY2-CAT-YC30715",
        "INDUSTRY2-AUTUMN-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业研究人员及公司，支持线索丰富、筛选和身份核对。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [],
      "businessModel": "人员及企业数据研究软件；查询、数据许可与人工服务费待拆"
    },
    {
      "id": "YC30716",
      "name": "Finto",
      "url": "https://www.ycombinator.com/companies/finto-de",
      "cat": "C05",
      "year": 2025,
      "team": 10,
      "location": "Munich, Germany",
      "business": "为企业内部财务团队自动处理发票录入、科目及审批。",
      "buyer": "跨行业企业财务团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "移企业通用财务，与只服务专业会计事务所分开。80%工作替代是自述，未核效果、审批控制和合同，不从发票金额推营收。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30716",
        "INDUSTRY2-CAT-YC30716"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业内部财务团队自动处理发票录入、科目及审批。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [
        "Fintech",
        "B2B",
        "Enterprise",
        "AI"
      ],
      "businessModel": "通用财务运营软件；发票量、连接、许可和实施费待拆"
    },
    {
      "id": "YC30717",
      "name": "Iron Grid",
      "url": "https://www.ycombinator.com/companies/iron-grid",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "以AI原生数据中心工程为定位，官网介绍电池、风险和复杂系统建模背景。",
      "buyer": "数据中心工程相关团队（按定位推定，签约买家待核）",
      "delivery": "已读YC当前主营及相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力设施暂移行业专业应用；YC和官网均缺详细产品及合同，不能凭创始人经历推定已售GPU、云推理、保险或工程总包，分类仍需补证。 成立及团队字段保留原YC快照，不等法律注册或最新雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30717",
        "C02-BOUNDARY-YC30717",
        "C02-HOME-YC30717"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：以AI原生数据中心工程为定位，官网介绍电池、风险和复杂系统建模背景。 按主要买家与交付分类；compute/chip/computer-use关键词不直接等算力交付。",
      "directoryTags": [],
      "businessModel": "数据中心工程业务；软件、咨询及建设责任未披露，暂按专业工程应用分类"
    },
    {
      "id": "YC30719",
      "name": "ProcIndex",
      "url": "https://www.ycombinator.com/companies/procindex",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "为建筑及制造企业自动处理应收应付、对账及供应商工作。",
      "buyer": "建筑和制造企业专业财务团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "保留明确建筑/制造行业交付，33%效率是自述，不当公司增长或毛利。客户款项、供应商金额与平台收费分开。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30719",
        "INDUSTRY2-CAT-YC30719"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为建筑及制造企业自动处理应收应付、对账及供应商工作。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [
        "Fintech",
        "Finance",
        "B2B",
        "AI"
      ],
      "businessModel": "行业财务自动化；单据、连接、许可和实施服务待拆"
    },
    {
      "id": "YC30720",
      "name": "Autosana",
      "url": "https://www.ycombinator.com/companies/autosana",
      "cat": "C04",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "随代码差异自动生成、维护并运行移动端与Web的E2E测试。",
      "buyer": "移动及Web开发、QA团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留测试工具；旧移动QA与2.0移动/Web扩展分开。节省工程时间和客户所属大公司规模不等收入或自身团队规模。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30720",
        "C04-CAT-YC30720"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：随代码差异自动生成、维护并运行移动端与Web的E2E测试。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "自动测试与编码Agent验证平台；运行、订阅及服务收费待核"
    },
    {
      "id": "YC30721",
      "name": "Knowlify",
      "url": "https://www.ycombinator.com/companies/knowlify",
      "cat": "C06",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "为企业制作广告视频并提供Meta投放管理，成品经人工审查。",
      "buyer": "付费社交广告及企业营销团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留营销服务；官网明确旧自助讲解视频应用仅向现客户开放，新客户为广告代理。每周25成品、90天退款条件非收入，媒体费用与服务收费分开。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30721",
        "SALES-CAT-YC30721",
        "SALES-HOME-01"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业制作广告视频并提供Meta投放管理，成品经人工审查。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "Video",
        "Marketing",
        "Advertising"
      ],
      "businessModel": "广告制作代理服务，可兼投放托管；项目/月费、人力与媒体支出待拆"
    },
    {
      "id": "YC30722",
      "name": "Omnara",
      "url": "https://www.ycombinator.com/companies/omnara",
      "cat": "C03",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "以开放控制平面/API部署和管理有状态代理及其运行资源。",
      "buyer": "产品开发及企业代理团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "移Agent运行时，旧Claude Code遥控/会话订阅与现管理API分期。官网平台费0而模型/机器按量仍收费，旧9/20月费不当当前统一价；推广赠额不是收入。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "现平台/自托管费0，模型按token、机器按活动时长或自带资源；旧9/20月订阅分期，不等全免费",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30722",
        "DEVTAG1-CAT-YC30722",
        "DEVTAG1-OMNARA-HOME",
        "DEVTAG1-OMNARA-OLD-PRICE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：以开放控制平面/API部署和管理有状态代理及其运行资源。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "Agent托管设施；平台与模型、机器用量、支持成本分开"
    },
    {
      "id": "YC30723",
      "name": "Miso Labs",
      "url": "https://www.ycombinator.com/companies/miso-labs",
      "cat": "C01",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "研发带情感表达能力的语音生成模型。",
      "buyer": "语音产品开发者",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；已做主营分类人工复核，收入、定价和技术能力仍未逐一核验。只读YC自述，未核仓库权重、API可用性、延迟或第三方评测。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30723",
        "MODEL-CAT-YC30723"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：核心交付是语音基础模型，保留C01；情绪表达目标不等已通过图灵测试。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC30724",
      "name": "Risely AI",
      "url": "https://www.ycombinator.com/companies/risely-ai",
      "cat": "C07",
      "year": 2025,
      "team": 8,
      "location": "San Francisco",
      "business": "接入高校学生、教学与客户系统，自动化学生顾问及行政工作。",
      "buyer": "高校学生服务、行政及信息化团队",
      "delivery": "已读YC公司自述和发布帖；具体执行效果、合同和财务未独立验证。",
      "notes": "披露上线六周达到8千MRR，但无日历截止日和币种代码；创始人过往业绩及教育市场支出不归本公司收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公开量化声明或明确收入排除记录；商业成熟度待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30724"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：接入高校学生、教学与客户系统，自动化学生顾问及行政工作。 按主要买家与工作任务归类。",
      "directoryTags": [],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "高校工作流平台；具体收费和实施费拆分未知"
    },
    {
      "id": "YC30726",
      "name": "Socratix AI",
      "url": "https://www.ycombinator.com/companies/socratix-ai",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "为银行及金融科技的欺诈合规团队调查告警并汇总判断依据。",
      "buyer": "金融机构欺诈及风险团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "保留金融行业；前DoorDash每年3000万节省、LinkedIn5000万增收属于旧雇主。自主判断、低误报及人力替代未核，不直接证明当前公司收入或控制有效。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30726",
        "INDUSTRY2-CAT-YC30726"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为银行及金融科技的欺诈合规团队调查告警并汇总判断依据。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [],
      "businessModel": "金融风险分析软件；告警、案件、许可及专业复核待拆"
    },
    {
      "id": "YC30727",
      "name": "Alara",
      "url": "https://www.ycombinator.com/companies/alara",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": null,
      "business": "为牙科诊所聚合供应商价格并提供统一购物车。",
      "buyer": "牙科诊所及采购团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列。实际合同、财务与产品效果待核。",
      "notes": "保留牙科专业采购，官网称免费且有商品报价；免费不等零收入，商品总额不等平台净收费。当前AI具体作用及支付/采购合同仍待核。 成立和团队保留原YC快照；分类不等财务或独立技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30727",
        "INDUSTRY2-CAT-YC30727",
        "INDUSTRY2-ALARA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为牙科诊所聚合供应商价格并提供统一购物车。 按买家及具体交付分类，科研模型、训练数据、专业服务和软件分开。",
      "directoryTags": [
        "Dental",
        "Procurement",
        "AI"
      ],
      "businessModel": "牙科供应采购平台；佣金、交易、供应商费用和软件费待拆"
    },
    {
      "id": "YC30728",
      "name": "OS3",
      "url": "https://www.ycombinator.com/companies/os3",
      "cat": "C10",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "制造移动人形机器人，并结合视频动作模型和部署反馈执行实体任务。",
      "buyer": "酒店、实验室及其他实体作业团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留机器人系统；数据小时是训练输入，不直接当数据销售收入。旧发布预售与秋季交货计划、现简介已部署叙述分开，标价不等销量或实收。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30728",
        "C10-FULL-YC30728"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：制造移动人形机器人，并结合视频动作模型和部署反馈执行实体任务。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Hardware",
        "Robotics",
        "B2B",
        "AI"
      ],
      "businessModel": "机器人硬件、控制系统与部署支持；预订、设备和服务费用待拆"
    },
    {
      "id": "YC30730",
      "name": "idler",
      "url": "https://www.ycombinator.com/companies/idler",
      "cat": "C02",
      "year": 2025,
      "team": 12,
      "location": "San Francisco",
      "business": "为模型实验室构建编码等评测任务、训练数据和环境。",
      "buyer": "模型后训练及评测团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "保留训练设施；ShelfLife零售数字孪生是授权源，不是idler自营九店收入。30到41.8及p值是自测、完整结果需申请，未当独立评测或收入。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30730",
        "MODELTAG-CAT-YC30730"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：为模型实验室构建编码等评测任务、训练数据和环境。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Reinforcement Learning"
      ],
      "businessModel": "评测与训练环境数据供给；授权、任务建设、工程及维护成本待拆"
    },
    {
      "id": "YC30731",
      "name": "Maximal",
      "url": "https://www.ycombinator.com/companies/maximal",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为整车承运商连接ERP和沟通资料并优化货载计划。",
      "buyer": "整车运输承运及调度团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留物流规划，未来自主移动全球货物不等已拥有运输资产或自主车辆。客户每英里收入及前Amazon优化经历不归平台收入，实际求解质量和合同未核。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30731",
        "INDUSTRY9-CAT-YC30731"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为整车承运商连接ERP和沟通资料并优化货载计划。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "Logistics",
        "Supply Chain",
        "AI"
      ],
      "businessModel": "运输规划软件；系统、优化、部署和支持费用待拆"
    },
    {
      "id": "YC30732",
      "name": "Humoniq",
      "url": "https://www.ycombinator.com/companies/humoniq",
      "cat": "C06",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "为航空及交通企业处理电话、邮件和聊天支持，并衔接旅行系统完成请求。",
      "buyer": "航空、旅行及交通客户服务团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留客户运营；Flightfox旧业务2200万/2500万年收入不同叙述均非Humoniq收入。替代外包与全天自动化仅自述，不推实际付费或毛利。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30732",
        "SALES-CAT-YC30732"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为航空及交通企业处理电话、邮件和聊天支持，并衔接旅行系统完成请求。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "Travel",
        "AI",
        "Conversational AI"
      ],
      "businessModel": "行业客户运营托管与软件；人工升级、通话和集成成本待核"
    },
    {
      "id": "YC30734",
      "name": "Avelis Health",
      "url": "https://www.ycombinator.com/companies/avelis-health",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "New York City, NY",
      "business": "为自保雇主及健康计划核查医疗索赔及支付差错。",
      "buyer": "自保雇主及健康计划运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留医疗支付行业；旧个人账单工具与现付款方业务分开。60患者减少30万账单是客户成果，3至7%节省是自述，不归Avelis收入；旧Zuvy收购不作本公司退出。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30734",
        "INDUSTRY3-CAT-YC30734"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为自保雇主及健康计划核查医疗索赔及支付差错。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [],
      "businessModel": "医疗支付核查软件及回收服务；许可、按节省收费和专业人员待拆"
    },
    {
      "id": "YC30735",
      "name": "Evergrove",
      "url": "https://www.ycombinator.com/companies/evergrove",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "New York City, NY",
      "business": "为工伤管理及康复网络自动处理电话和照护协调。",
      "buyer": "工伤管理、专业康复及相关服务机构",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留工伤照护行业；年50万电话为运行/目标口径，未核已实现全年总量，60%降本和40%完成改善不当收入。旧Newfront13亿收购值不归Evergrove。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30735",
        "INDUSTRY3-CAT-YC30735"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为工伤管理及康复网络自动处理电话和照护协调。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [
        "Healthcare",
        "Insurance",
        "AI"
      ],
      "businessModel": "行业协调软件与运营服务；电话、工作流、实施及人工费待拆"
    },
    {
      "id": "YC30736",
      "name": "PARES AI",
      "url": "https://www.ycombinator.com/companies/pares-ai",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "Los Angeles, CA",
      "business": "为地产投资销售及物业运营提供AI工具和专业服务。",
      "buyer": "地产所有者、投资者、经纪及物业团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留地产行业；YC强调服务公司，官网强调软件OS，两种范围并列而不强推单一SaaS。官网20亿分析项目与创始人旧5亿基金均非PARES收入或实际自有资产。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30736",
        "INDUSTRY3-CAT-YC30736",
        "INDUSTRY3-PARES-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为地产投资销售及物业运营提供AI工具和专业服务。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [
        "Real Estate",
        "Proptech",
        "AI",
        "Conversational AI"
      ],
      "businessModel": "地产软件与经纪/物业服务双线；许可、佣金、管理费及人工待拆"
    },
    {
      "id": "YC30737",
      "name": "Foresight",
      "url": "https://www.ycombinator.com/companies/foresight",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "模拟消费者反应，为企业产品及市场决策提供研究。",
      "buyer": "消费品企业市场研究及产品团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从消费者应用移企业市场研究；consumer是研究对象不是买家。25倍证据、自述预测能力和客户成本改善不是收入或独立验证。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30737",
        "CONSUMER-CAT-YC30737"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：模拟消费者反应，为企业产品及市场决策提供研究。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [],
      "businessModel": "消费者模拟与市场研究软件/服务；项目与许可待拆"
    },
    {
      "id": "YC30739",
      "name": "Quotain",
      "url": "https://www.ycombinator.com/companies/quotain",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "以真实交易、CRM与过往通话构建AI买家，供销售人员模拟练习和教练评分。",
      "buyer": "企业销售及培训团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留销售赋能；模拟买家不是模型训练数据供应或实际客户成交。免费练习、评分效果和客户规模无收入金额。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30739",
        "SALES-CAT-YC30739"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以真实交易、CRM与过往通话构建AI买家，供销售人员模拟练习和教练评分。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "Sales",
        "Sales Enablement",
        "AI"
      ],
      "businessModel": "销售角色扮演软件；席位、模拟时长及教练服务收费未核"
    },
    {
      "id": "YC30740",
      "name": "Metis",
      "url": "https://www.ycombinator.com/companies/metis",
      "cat": "C03",
      "year": 2025,
      "team": 13,
      "location": "San Francisco",
      "business": "为生产Agent可靠完成复杂任务提供运行基础设施。",
      "buyer": "Agent产品与开发团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "YC状态Acquired，买方、交易金额和独立业务连续性本轮未核；不把被收购当收入或当前仍独立运营。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "YC标Acquired，买方与交易时间待核；不确认当前独立运营",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30740",
        "AGENT-CAT-YC30740"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为生产Agent可靠完成复杂任务提供运行基础设施。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [],
      "businessModel": "Agent可靠性设施；当前独立产品与交易后的收费模式待核"
    },
    {
      "id": "YC30741",
      "name": "F4 Industries",
      "url": "https://www.ycombinator.com/companies/f4-industries",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "本地分析工程图纸几何公差、叠加和生产检查报告。",
      "buyer": "机械设计、制造及检验团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留工程软件作为目录对照，现核心图纸分析明确不使用AI，不能认定当前AI主营已确认。旧自动检查与现确定性分析分期，原发现保留；注册认证、生产就绪及收入未独立核，前Tesla产量不是本公司规模。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立；当前核心图纸分析明确非AI，保留目录对照、AI实际作用待核",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30741",
        "INDUSTRY9-CAT-YC30741",
        "INDUSTRY9-F4-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：本地分析工程图纸几何公差、叠加和生产检查报告。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "Hardware",
        "B2B",
        "Industrial"
      ],
      "businessModel": "工程图纸软件与审阅服务；桌面许可、专家审核、企业培训及驻场费用待拆"
    },
    {
      "id": "YC30742",
      "name": "Sira",
      "url": "https://www.ycombinator.com/companies/sira",
      "cat": "C05",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "为小时制员工团队处理排班、工时、工资及HR。",
      "buyer": "跨行业小时制用工企业",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "移企业HR通用工作，小时制不是单一行业。自动补班和工时检查为自述，不当实测合规保证或处理工资等同收入。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30742",
        "INDUSTRY3-CAT-YC30742"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为小时制员工团队处理排班、工时、工资及HR。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [],
      "businessModel": "通用劳动力管理软件；员工、通话、工资处理和服务费待拆"
    },
    {
      "id": "YC30743",
      "name": "Opennote",
      "url": "https://www.ycombinator.com/companies/opennote",
      "cat": "C09",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "历史提供内嵌AI写作、知识及学习助手的个人笔记本。",
      "buyer": "原个人学习及笔记用户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "移个人应用并标历史状态；官网称2026-05-06宣布被Reducto收购，Opennote应用已下线。YC旧笔记描述不是当前可用产品，未披露交易额或收入，不把买方业务和营收并入。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "官网称2026-05-06被Reducto收购，Opennote应用已下线；交易与历史收入未核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30743",
        "INDUSTRY9-CAT-YC30743",
        "INDUSTRY9-OPENNOTE-HOME",
        "INDUSTRY9-OPENNOTE-ANNOUNCE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：历史提供内嵌AI写作、知识及学习助手的个人笔记本。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "AI-Enhanced Learning",
        "Education",
        "SaaS",
        "Consumer",
        "Productivity"
      ],
      "businessModel": "历史个人软件；收购前收费、数据及模型成本未核"
    },
    {
      "id": "YC30744",
      "name": "SigmanticAI",
      "url": "https://www.ycombinator.com/companies/sigmanticai",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "在VSCode衍生环境中辅助RTL/HDL生成、测试、调试，并连接现有EDA工具。",
      "buyer": "芯片设计与验证工程团队",
      "delivery": "已读YC当前主营及相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力设施移芯片设计专业应用；首次付费客户、CPU设计与VerilogEval分数仅为发布自述，无收入金额，未独立复现综合或流片结果。 成立及团队字段保留原YC快照，不等法律注册或最新雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30744",
        "C02-BOUNDARY-YC30744"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：在VSCode衍生环境中辅助RTL/HDL生成、测试、调试，并连接现有EDA工具。 按主要买家与交付分类；compute/chip/computer-use关键词不直接等算力交付。",
      "directoryTags": [
        "Hard Tech",
        "Hardware",
        "B2B",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "芯片设计软件，支持云端及本地部署；席位、许可和服务合同未核"
    },
    {
      "id": "YC30747",
      "name": "Convexia",
      "url": "https://www.ycombinator.com/companies/convexia",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "以AI辅助筛选药物、规划临床并推进资产交易。",
      "buyer": "药物研发及药品资产投资运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留医药研发；买药、试验、出售获利是商业方向，10倍/20倍为自述，未核已获资产、临床试验、审批或利润。模型调用不是自研基础模型销售。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30747",
        "INDUSTRY3-CAT-YC30747"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以AI辅助筛选药物、规划临床并推进资产交易。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [
        "AI-powered Drug Discovery",
        "Biotech",
        "Drug Delivery"
      ],
      "businessModel": "药物资产与临床研发业务；许可交易、研发、试验及专业人员成本待拆"
    },
    {
      "id": "YC30748",
      "name": "Pleom",
      "url": "https://www.ycombinator.com/companies/pleom",
      "cat": "C05",
      "year": 2025,
      "team": null,
      "location": "New York City, NY",
      "business": "分析企业数据并生成业务洞察及可视化。",
      "buyer": "企业分析与运营团队",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "保留通用BI；旧消费者语音产品与未来硬件计划分开，不把硬件愿景当现成设备。原Team Size零是目录快照，不推公司无人或已倒闭。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30748",
        "ENTERPRISE2-CAT-YC30748"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：分析企业数据并生成业务洞察及可视化。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [
        "Generative AI",
        "Analytics",
        "Big Data",
        "AI"
      ],
      "businessModel": "商业智能软件；数据连接、用量、席位与服务费待拆"
    },
    {
      "id": "YC30749",
      "name": "Fernstone",
      "url": "https://www.ycombinator.com/companies/fernstone",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "New York City, NY",
      "business": "以AI配合持牌经纪人员为企业配置复杂保险。",
      "buyer": "建筑、安防及技工企业保险客户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留保险专业服务；500企业是管理风险采用自述，不等付费数或保费净收入。执照及合同未独立核，官网本次不可读。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30749",
        "INDUSTRY3-CAT-YC30749",
        "INDUSTRY3-FERNSTONE-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以AI配合持牌经纪人员为企业配置复杂保险。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [],
      "businessModel": "保险经纪服务；佣金、保费转付、人工与软件成本待拆"
    },
    {
      "id": "YC30754",
      "name": "Locata",
      "url": "https://www.ycombinator.com/companies/locata",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "New York City, NY",
      "business": "为基层医疗机构处理转诊、授权、状态更新及患者跟进。",
      "buyer": "基层医疗及区域健康机构",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留医疗流程；两周签区域机构及100小时节省为自述，未给合同收入。前Google十亿用户和全国转诊量不归Locata客户或规模。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30754",
        "INDUSTRY3-CAT-YC30754"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为基层医疗机构处理转诊、授权、状态更新及患者跟进。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [],
      "businessModel": "医疗转诊软件；工作流、集成、机构及人工支持费用待拆"
    },
    {
      "id": "YC30756",
      "name": "Notte",
      "url": "https://www.ycombinator.com/companies/notte",
      "cat": "C03",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "为Agent提供云浏览器会话、身份、代理、支付和相邻运行环境。",
      "buyer": "浏览器Agent与自动化开发团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "旧Nottelabs名称和工作流发布保留沿革；支付交易额、安全与性能宣传未独立核，不等公司收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30756",
        "AGENT-CAT-YC30756"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为Agent提供云浏览器会话、身份、代理、支付和相邻运行环境。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "Developer Tools",
        "API",
        "Automation",
        "AI"
      ],
      "businessModel": "浏览器运行基础设施API；具体计费和合同待核"
    },
    {
      "id": "YC30759",
      "name": "Certus AI",
      "url": "https://www.ycombinator.com/companies/certus-ai",
      "cat": "C06",
      "year": 2025,
      "team": 8,
      "location": "San Francisco",
      "business": "替餐厅处理电话接单、配送、预订及客户问题。",
      "buyer": "餐厅及连锁餐饮运营团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从个人应用移客户运营；餐厅每店损失、订单与行业规模不是Certus收入，创始人旧餐厅及增长业务不归当前公司。零人工与集成能力未独立核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30759",
        "CONSUMER-CAT-YC30759"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：替餐厅处理电话接单、配送、预订及客户问题。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Restaurant Tech",
        "AI"
      ],
      "businessModel": "餐饮呼叫运营软件与系统集成；通话、订阅及服务费待拆"
    },
    {
      "id": "YC30762",
      "name": "KERNEL",
      "url": "https://www.ycombinator.com/companies/kernel",
      "cat": "C03",
      "year": 2025,
      "team": 22,
      "location": "San Francisco",
      "business": "提供供代理访问互联网的托管浏览器、会话和运行资源。",
      "buyer": "浏览器自动化及Agent开发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "移Agent浏览器设施。旧300ms与现sub150ms为不同自述未测，使用团队不等付费数；挑战处理等功能未执行，SOC2/HIPAA须具体范围，创始人Clever旧退出价不是Kernel收入。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "公开月费原文$0/30/200另加资源用量，示例$0.0000166667/GB秒；企业、headless/headful及实际账单待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30762",
        "DEVTAG1-CAT-YC30762",
        "DEVTAG1-KERNEL-PRICE",
        "DEVTAG1-KERNEL-OLD-EXIT"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：提供供代理访问互联网的托管浏览器、会话和运行资源。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "Cloud Computing",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "浏览器基础设施；月套餐加GB秒用量、企业支持和合规部署费待拆"
    },
    {
      "id": "YC30763",
      "name": "Rebulk",
      "url": "https://www.ycombinator.com/companies/rebulk",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "Olathe, KS",
      "business": "管理铁路、转运及散装货物的车辆、库存、维护、单据和计费运营。",
      "buyer": "铁路转运、散装物流及设施运营商",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "移行业运营；旧无人机/摄像库存测量与现铁路运营软件分期。列名客户为公司自述，未独立核合同，客户运输及货物价值不等Rebulk收入。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30763",
        "ENTERPRISE2-CAT-YC30763"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：管理铁路、转运及散装货物的车辆、库存、维护、单据和计费运营。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [
        "Logistics",
        "Supply Chain",
        "AI",
        "Industrial"
      ],
      "businessModel": "行业运营软件与部署；站点、车辆、数据及服务费待拆"
    },
    {
      "id": "YC30765",
      "name": "Pollen",
      "url": "https://www.ycombinator.com/companies/pollen",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "将金融专业机构的文档与既有流程转为可追溯的自动化工作成果，关键判断由人审批。",
      "buyer": "财富管理、税务会计、基金、保险及借贷专业机构",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "YC当前描述很短，官网明确金融专业工作，旧客户成功发布分开。示例家庭资产840万、输出匹配100%和99.2%置信度是演示或自述，不当公司收入或独立准确率。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30765",
        "ENTERPRISE2-CAT-YC30765",
        "ENTERPRISE2-POLLEN-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：将金融专业机构的文档与既有流程转为可追溯的自动化工作成果，关键判断由人审批。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [],
      "businessModel": "行业文档工作软件加FDE实施；流程配置、运行与人工服务费待拆"
    },
    {
      "id": "YC30768",
      "name": "Okibi",
      "url": "https://www.ycombinator.com/companies/okibi",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "从产品API及代码生成可维护CLI、验证命令并交付程序。",
      "buyer": "软件产品及开发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "按现代码/CLI交付保留C04，旧自然语言生成Agent平台分期。DoorDash等自行发布CLI不等Okibi客户；当前验证流程仅自述未运行，旧15YC合作不等已付费或当前客户。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30768",
        "DEVTAG1-CAT-YC30768",
        "DEVTAG1-OKIBI-LAUNCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：从产品API及代码生成可维护CLI、验证命令并交付程序。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "SaaS",
        "AI"
      ],
      "businessModel": "开发接口生成与维护；代码分析、沙盒测试、更新及身份服务费待拆"
    },
    {
      "id": "YC30770",
      "name": "Button Computer",
      "url": "https://www.ycombinator.com/companies/button-computer",
      "cat": "C09",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "研发夹在衣服上的按键语音AI设备，作为手机和电脑的交互伴侣。",
      "buyer": "个人语音AI用户",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力移个人应用终端；公开发布不证明量产或交货。延迟和隐私为公司自述，没有运行验证或自身收入。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30770",
        "C02-FULL-YC30770"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：研发夹在衣服上的按键语音AI设备，作为手机和电脑的交互伴侣。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [],
      "businessModel": "消费者硬件与语音应用；设备、订阅和模型成本待拆"
    },
    {
      "id": "YC30774",
      "name": "CLODO",
      "url": "https://www.ycombinator.com/companies/clodo",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为获客、招聘及营销查找企业和相关人员。",
      "buyer": "GTM、招聘及商业开发团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "按当前GTM发布和人员发现移客户收入运营，兼招聘用途不代表垂直行业。Fortune500及众多行业采用未独立核，搜索示例中百万年数据支出为买家条件，非CLODO收入。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30774",
        "INDUSTRY9-CAT-YC30774"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为获客、招聘及营销查找企业和相关人员。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "B2B",
        "Recruiting",
        "Sales",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "人员发现软件；搜索、数据、席位及连接费用待拆"
    },
    {
      "id": "YC30775",
      "name": "Fleetline",
      "url": "https://www.ycombinator.com/companies/fleetline",
      "cat": "C07",
      "year": 2025,
      "team": 11,
      "location": "New York City, NY",
      "business": "结合车队数据及司机限制优化卡车装载与调度。",
      "buyer": "中大型卡车车队及调度团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留运输行业，算法适配为产品方式，不当通用模型供给。每错误数千成本及智能调度宣传未独立核，不当收入或保证无违规。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30775",
        "INDUSTRY3-CAT-YC30775"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：结合车队数据及司机限制优化卡车装载与调度。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [
        "Logistics",
        "Supply Chain",
        "Data Science",
        "AI"
      ],
      "businessModel": "运输优化软件；车辆、计划、数据及实施费待拆"
    },
    {
      "id": "YC30779",
      "name": "Smartbase",
      "url": "https://www.ycombinator.com/companies/smartbase",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为制造企业管理ERP及采购订单录入。",
      "buyer": "制造企业订单和运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留制造运营，旧发布明确人复核批准订单，不当全自动。YC标Inactive，仅为目录状态；创始人旧项目200万融资不归当前收入。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "YC标Inactive；实际经营及法律状态未独立核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30779",
        "INDUSTRY3-CAT-YC30779"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为制造企业管理ERP及采购订单录入。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [],
      "businessModel": "制造ERP及订单软件；单据、集成、许可和实施成本待拆"
    },
    {
      "id": "YC30782",
      "name": "TectoAI",
      "url": "https://www.ycombinator.com/companies/tectoai",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "帮助企业选择和引入AI工具，评估上线后的行为、合规及治理。",
      "buyer": "企业GRC、信息安全、IT和AI采用团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "按当前主要买家与治理任务归企业工作，非通用Agent运行时；YC状态Inactive，原因与时间未核，官网读取超时。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "YC标Inactive，停用时间和原因待核；保留历史公司研究记录",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30782",
        "AGENT-CAT-YC30782",
        "AGENT-HOME-YC30782"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：帮助企业选择和引入AI工具，评估上线后的行为、合规及治理。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "AI"
      ],
      "businessModel": "企业AI治理与供应商采用/监督工作流；服务和软件收费未核"
    },
    {
      "id": "YC30785",
      "name": "RowFlow",
      "url": "https://www.ycombinator.com/companies/rowflow",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "把表单转换为多渠道对话并收集结构化资料和跟进。",
      "buyer": "企业信息收集及运营团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "保留跨行业信息工作，不只按lead intake归获客或医疗执业。回应率提高和成本减半是厂商效果未核；受访者数、客户数据或业务金额非RowFlow营收。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30785",
        "ENTTAG1-CAT-YC30785"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：把表单转换为多渠道对话并收集结构化资料和跟进。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "B2B",
        "Workflow Automation",
        "Chat",
        "AI"
      ],
      "businessModel": "通用表单对话软件；交互、渠道、流程及支持费用待拆"
    },
    {
      "id": "YC30789",
      "name": "Interfere",
      "url": "https://www.ycombinator.com/companies/interfere",
      "cat": "C04",
      "year": 2025,
      "team": 8,
      "location": "New York City, NY",
      "business": "持续观察应用问题，帮助工程、产品和设计团队定位根因并跟踪修复。",
      "buyer": "软件工程及产品质量团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从创意移软件开发；design指产品团队不是图像生成。官网问题、受影响用户及错误率是演示，不当实际客户或收入，合规标识未独立核证。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30789",
        "CONSUMER-CAT-YC30789",
        "CONSUMER-HOME-03"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：持续观察应用问题，帮助工程、产品和设计团队定位根因并跟踪修复。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Developer Tools",
        "Design",
        "AI"
      ],
      "businessModel": "生产可观测与故障诊断软件；许可、数据用量及支持收费待核"
    },
    {
      "id": "YC30791",
      "name": "Spotlight Realty",
      "url": "https://www.ycombinator.com/companies/spotlight-realty",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "为住宅业主挂牌营销并以AI筛选租户及安排看房。",
      "buyer": "纽约住宅业主及租赁客户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留经纪专业服务，三分之一佣金是报价主张而非实际毛利。人工代理会议仍属交付，租金、房产和成交总额不当净收入，执照及合同未核。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30791",
        "INDUSTRY9-CAT-YC30791"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为住宅业主挂牌营销并以AI筛选租户及安排看房。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "Machine Learning",
        "Real Estate"
      ],
      "businessModel": "住宅租赁经纪；佣金、人工代理、营销和系统成本待拆"
    },
    {
      "id": "YC30792",
      "name": "Bizzy AI",
      "url": "https://www.ycombinator.com/companies/geo-ai",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "New York City, NY",
      "business": "为银行及金融科技平台客户协商服务账单并返回确认结果。",
      "buyer": "银行、金融科技及账单服务平台",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "按现官网Otto账单协商移行业应用；目录旧销售接线/预约分期。官网无节省无费，原89到69/月是客户账单情境非Bizzy收入，分成比例及确认收入未知。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网按确认节省分成，无节省无费；比例、上限、计费期和实际合同待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30792",
        "OTHERTAG1-CAT-YC30792",
        "OTHERTAG1-BIZZY-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：为银行及金融科技平台客户协商服务账单并返回确认结果。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "Workflow Automation",
        "Sales",
        "Marketing",
        "AI"
      ],
      "businessModel": "专业账单协商服务；按确认节省分成、语音通话及异常处理成本待拆"
    },
    {
      "id": "YC30794",
      "name": "Vulcan Technologies",
      "url": "https://www.ycombinator.com/companies/vulcan-technologies",
      "cat": "C07",
      "year": 2025,
      "team": 17,
      "location": "Austin, TX",
      "business": "为政府及相关法律政策团队提供知识Agent和公众办事助手。",
      "buyer": "政府机构及企业法律政策团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留政务行业；最大数据库、Virginia法律要求和政府logo均未本轮独立核法律原文或采购。FedRAMP Ready展示不扩写成全部产品已获授权，不推合同额。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30794",
        "INDUSTRY3-CAT-YC30794",
        "INDUSTRY3-VULCAN-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为政府及相关法律政策团队提供知识Agent和公众办事助手。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [],
      "businessModel": "政府行业软件；许可、部署、数据及服务成本待拆"
    },
    {
      "id": "YC30795",
      "name": "NOSO LABS",
      "url": "https://www.ycombinator.com/companies/noso-labs",
      "cat": "C07",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "公司简介：AGI for home service",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30795"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：协助上门服务技师诊断、销售与文书处理，面向特定服务行业。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AI"
      ]
    },
    {
      "id": "YC30796",
      "name": "Sapien",
      "url": "https://www.ycombinator.com/companies/outrove",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：Synthetic populations for decisions",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30796"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：模拟人群反应供企业及政府评估产品、价格和政策，主营通用决策研究。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AI"
      ]
    },
    {
      "id": "YC30797",
      "name": "Veritus",
      "url": "https://www.ycombinator.com/companies/veritus",
      "cat": "C07",
      "year": 2025,
      "team": 10,
      "location": "San Francisco",
      "business": "为贷款机构提供跨渠道贷款服务及催收Agent。",
      "buyer": "贷款机构、金融科技及催收企业",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从个人应用移金融专业业务；consumer lending描述行业。旧发布提自营买债和全州许可推进，不认定已获全部许可；回收额、贷款总量与公司净收入分开。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30797",
        "CONSUMER-CAT-YC30797"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为贷款机构提供跨渠道贷款服务及催收Agent。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Fintech",
        "Lending",
        "AI"
      ],
      "businessModel": "金融运营软件许可，另有自营债权催收路线；许可费、回收款及债权收益待拆"
    },
    {
      "id": "YC30799",
      "name": "Avent",
      "url": "https://www.ycombinator.com/companies/avent",
      "cat": "C06",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "为工业销售团队处理销售邮箱、产品报价及订单录入。",
      "buyer": "制造及工业分销销售团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "移客户销售运营；每日20万报价是客户潜在订单金额，非Avent成交或收入。报价、采购及库存协调不等自营商品销售或平台抽成已核。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30799",
        "INDUSTRY3-CAT-YC30799"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为工业销售团队处理销售邮箱、产品报价及订单录入。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [],
      "businessModel": "销售订单自动化；报价量、单据、平台及实施费用待拆"
    },
    {
      "id": "YC30802",
      "name": "Freya",
      "url": "https://www.ycombinator.com/companies/freya",
      "cat": "C06",
      "year": 2025,
      "team": 14,
      "location": "Istanbul, Turkey",
      "business": "为企业部署语音Agent，兼提供自研语音合成模型及模型API。",
      "buyer": "企业电话运营及受监管行业部署团队，兼模型开发者",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "按实际企业语音部署暂归客户运营，模型材料单列技术证据。小型土耳其语模型开放材料不等Adam V1、large模型权重或跨语言成绩；首页排名未在独立榜单核验。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30802",
        "ENTERPRISE2-CAT-YC30802",
        "ENTERPRISE2-FREYA-HOME",
        "ENTERPRISE2-FREYA-PRICE",
        "ENTERPRISE2-FREYA-MODEL",
        "ENTERPRISE2-FREYA-FILES",
        "ENTERPRISE2-FREYA-INFER",
        "ENTERPRISE2-FREYA-LICENSE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业部署语音Agent，兼提供自研语音合成模型及模型API。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [],
      "businessModel": "语音运营软件加模型与工程部署；通话量、模型、集成、硬件和FDE费用待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC与官网语音产品及官方模型仓库相互关联；法律主体、全部签约实体与合并范围未核。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "已读官方模型卡、权重文件目录、infer.py与Apache 2.0许可，仅确认公开材料可访问；未下载/运行或试听，未核首页榜单，不把small当Adam V1/large。",
        "evidenceIds": [
          "ENTERPRISE2-FREYA-MODEL",
          "ENTERPRISE2-FREYA-FILES",
          "ENTERPRISE2-FREYA-INFER",
          "ENTERPRISE2-FREYA-LICENSE"
        ]
      }
    },
    {
      "id": "YC30804",
      "name": "Luminal",
      "url": "https://www.ycombinator.com/companies/luminal",
      "cat": "C02",
      "year": 2025,
      "team": 7,
      "location": "San Francisco",
      "business": "提供自动生成GPU内核的ML编译框架和推理部署。",
      "buyer": "ML模型开发及推理工程团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "移模型计算供给，不把所有自动代码生成等同通用编码助手。性能十倍未独立复现，三十万工程师成本是客户替代支出，创始人旧约五百万ARR不归Luminal。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30804",
        "DEVTAG1-CAT-YC30804",
        "DEVTAG1-LUMINAL-OLD-ARR"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：提供自动生成GPU内核的ML编译框架和推理部署。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "AIOps",
        "Developer Tools",
        "Cloud Computing",
        "AI"
      ],
      "businessModel": "模型计算优化设施；编译、部署计算、许可与支持费用待拆"
    },
    {
      "id": "YC30812",
      "name": "Mixy",
      "url": "https://www.ycombinator.com/companies/mixy",
      "cat": "C08",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "让个人导入歌曲并混合人声和节拍制作mashup。",
      "buyer": "个人音乐爱好者与创作者",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "保留内容创意。2025-11-04发布自述20k MRR及200k捐赠分别记历史；2024年底原型起步与YC2025成立分开，法律成立年未独立核。用户/创作数和前公司融资非自身经常性收入，未来按秒支付艺人尚非已核结算。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "免费加Pro内购；商店多金额未注明一致周期，实际月/周年/旧捐赠与订阅分开，当前单价和合同待核",
      "stage": "应用商店现可见，历史自述订阅及捐赠，当前付费规模与在线服务范围未核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30812",
        "OTHERTAG1-CAT-YC30812",
        "OTHERTAG1-MIXY-HOME",
        "OTHERTAG1-MIXY-APP",
        "OTHERTAG1-MIXY-TERMS",
        "OTHERTAG1-MIXY-LAUNCH"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核其余原标签池：让个人导入歌曲并混合人声和节拍制作mashup。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "Consumer",
        "Entertainment",
        "Social",
        "Music",
        "AI"
      ],
      "businessModel": "消费音乐创作应用；订阅、捐赠、版权与推理/分发成本分开",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC2025成立自述保留；发布称2024年底原型、2025-06-19上线，条款Mixy LLC与商店Mixy, Inc.主体沿革及注册时间未核。"
    },
    {
      "id": "YC30816",
      "name": "Digipals",
      "url": "https://www.ycombinator.com/companies/digipals",
      "cat": "C09",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "在个人群聊中协助朋友协调线下活动、记忆与账单。",
      "buyer": "朋友群组及个人消费者",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "从创意移个人应用，聊天内写代码/widget是使用方式非主要开发工具。旧发布候补/未来开放widget与现愿景分期，deadshot两百万月活属创始人旧游戏，不归Digipals。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30816",
        "OTHERTAG1-CAT-YC30816",
        "OTHERTAG1-DIGI-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：在个人群聊中协助朋友协调线下活动、记忆与账单。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "Consumer",
        "Social Media",
        "Social",
        "Social Network",
        "AI"
      ],
      "businessModel": "消费社交助手；模型、定位/日历、预订与潜在订阅费待拆"
    },
    {
      "id": "YC30818",
      "name": "Nox Metals",
      "url": "https://www.ycombinator.com/companies/nox-metals",
      "cat": "C10",
      "year": 2025,
      "team": 52,
      "location": "Detroit, MI",
      "business": "供应制造用金属材料，并建设自动化加工交付能力。",
      "buyer": "制造企业金属材料采购方",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "移实体产业；自动化工厂在建/规划与已交付材料分开，项目销售额不当软件ARR，AI使用未独立核，不按轻资产SaaS估整体毛利。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30818",
        "INDUSTRY3-CAT-YC30818"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：供应制造用金属材料，并建设自动化加工交付能力。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [
        "Manufacturing"
      ],
      "businessModel": "金属供应及加工实体业务；材料、加工、仓储、物流和自动化成本待拆"
    },
    {
      "id": "YC30822",
      "name": "Lapis",
      "url": "https://www.ycombinator.com/companies/lapis",
      "cat": "C06",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "创建、发布并优化付费广告、落地页和归因分析。",
      "buyer": "DTC、SaaS及企业营销团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留营销运营；旧AI搜索可见性分析发布与现广告引擎分开。1500团队、30企业和20倍提升为自述，不等收入；赞助结果与模型渠道实际接入未独立核。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30822",
        "SALES-CAT-YC30822",
        "SALES-HOME-03"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：创建、发布并优化付费广告、落地页和归因分析。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "B2B",
        "Marketing",
        "Advertising",
        "AI"
      ],
      "businessModel": "营销软件自助与托管双线；软件费、管理费和广告预算待拆"
    },
    {
      "id": "YC30828",
      "name": "Semiotic",
      "url": "https://www.ycombinator.com/companies/semiotic",
      "cat": "C08",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "使用AI设计Agent为企业交付落地页等设计作品。",
      "buyer": "创业公司及企业设计需求方",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留创意服务；上线四周78000收入仅历史自述，非软件MRR。旧人类设计工作室与现服务分开，不把同行100000起价当公司已签价。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "公开自述有使用或付费，历史经营数字与当前合同待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30828",
        "CONSUMER-CAT-YC30828",
        "CONSUMER-HOME-07",
        "CONSUMER-INCOME-SEMIOTIC"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：使用AI设计Agent为企业交付落地页等设计作品。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [],
      "businessModel": "设计服务/项目交付，含AI软件；项目费、人员及模型成本待核",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC当前公司与所附公开发布关联，精确注册、签约及财务合并主体未独立核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读当前产品及发布自述；未运行产品、复现效果或核实际合同与收入。",
        "evidenceIds": [
          "CONSUMER-CAT-YC30828",
          "CONSUMER-INCOME-SEMIOTIC"
        ]
      }
    },
    {
      "id": "YC30832",
      "name": "F2",
      "url": "https://www.ycombinator.com/companies/f2",
      "cat": "C07",
      "year": 2025,
      "team": 15,
      "location": "New York City, NY",
      "business": "公司简介：The AI platform for private markets investors",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30832"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：为私募投资者做尽调、承销及组合监控，属于专业金融应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AI"
      ]
    },
    {
      "id": "YC30835",
      "name": "Brickanta",
      "url": "https://www.ycombinator.com/companies/brickanta",
      "cat": "C07",
      "year": 2025,
      "team": 25,
      "location": "Stockholm, Sweden",
      "business": "为建筑企业提供项目分析、估算、投标、采购和风险代理。",
      "buyer": "建筑估算、项目及采购团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留建筑软件，800万融资不是收入，创始人自2018从业不当公司成立年。政府行业返工估计及代理数量不作本公司规模，现采用、性能与合同未独立核。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30835",
        "INDUSTRY9-CAT-YC30835"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为建筑企业提供项目分析、估算、投标、采购和风险代理。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "Machine Learning",
        "Construction",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "建筑行业软件与实施；组织数据、模型、部署和专业审阅费待拆"
    },
    {
      "id": "YC30844",
      "name": "Uplane",
      "url": "https://www.ycombinator.com/companies/uplane",
      "cat": "C06",
      "year": 2025,
      "team": 26,
      "location": "San Francisco",
      "business": "生成广告及配套落地页，并结合CRM/ERP分配跨渠道预算及优化营销。",
      "buyer": "中小企业及企业营销团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留营销运营；客户ROAS提升和预算优化不是公司收入，替代代理宣传不证明所有人员已被软件替代或相应毛利。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30844",
        "SALES-CAT-YC30844"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：生成广告及配套落地页，并结合CRM/ERP分配跨渠道预算及优化营销。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Analytics",
        "Advertising",
        "AI"
      ],
      "businessModel": "营销自动化平台与代理替代服务；订阅、媒体管理及人工支持待拆"
    },
    {
      "id": "YC30845",
      "name": "Structured AI",
      "url": "https://www.ycombinator.com/companies/structured-ai",
      "cat": "C07",
      "year": 2025,
      "team": 11,
      "location": "New York City, NY",
      "business": "为建筑工程PDF及Revit图纸执行QA、规范检查及协调复核。",
      "buyer": "建筑师及工程设计团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留工程行业；最准/千页数分钟为自述，未复测或验证规范适用。行业1770亿返工成本不归公司市场份额或收入。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30845",
        "INDUSTRY3-CAT-YC30845"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为建筑工程PDF及Revit图纸执行QA、规范检查及协调复核。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [
        "Computer Vision",
        "Construction",
        "Architecture",
        "AI"
      ],
      "businessModel": "建筑图纸质量软件；项目、图页、许可和专业审核费用待拆"
    },
    {
      "id": "YC30847",
      "name": "Brickwise",
      "url": "https://www.ycombinator.com/companies/brickwise",
      "cat": "C07",
      "year": 2025,
      "team": 12,
      "location": "London, United Kingdom",
      "business": "通过电话和消息处理租客维护请求并协调维修承包商。",
      "buyer": "房东与物业管理企业",
      "delivery": "已读YC公司自述和发布帖；具体执行效果、合同和财务未独立验证。",
      "notes": "百万cARR出现在销售管线语境中，签约、上线和回款未确认；前公司ARR与融资均不作本公司收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公开量化声明或明确收入排除记录；商业成熟度待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30847"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：通过电话和消息处理租客维护请求并协调维修承包商。 按主要买家与工作任务归类。",
      "directoryTags": [],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "物业管理Agent；订阅、按物业收费和人工服务拆分未知"
    },
    {
      "id": "YC30850",
      "name": "Zavo",
      "url": "https://www.ycombinator.com/companies/zavo",
      "cat": "C02",
      "year": 2025,
      "team": 8,
      "location": "London, United Kingdom",
      "business": "从机构和专家取得临床等资料并整理训练数据及RL环境。",
      "buyer": "医疗AI实验室及模型研发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "按当前模型供给移C02，目录还提机器人而现官网聚焦医疗，范围分开。真实病历/多模态目录不证明实际全量拥有权，未读取患者数据、合同或核去标识/同意与临床效果。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30850",
        "ENTTAG1-CAT-YC30850",
        "ENTTAG1-ZAVO-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：从机构和专家取得临床等资料并整理训练数据及RL环境。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "B2B",
        "Big Data",
        "AI"
      ],
      "businessModel": "模型训练数据/环境供给；机构授权、专家、标注、验证和许可成本待拆"
    },
    {
      "id": "YC30851",
      "name": "Sylvian",
      "url": "https://www.ycombinator.com/companies/sylvian",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "自述帮助企业构建专用AI代理，当前具体业务范围待核。",
      "buyer": "企业AI及运营团队，具体行业待核",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "按当前简短主营暂移企业应用。旧发布4500专家与每周10亿tokens是供给产量，非付费数或收入；官网读取超时，未核当前是否仍同时销售训练数据。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30851",
        "MODELTAG-CAT-YC30851",
        "MODELTAG-SYLVIAN-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：自述帮助企业构建专用AI代理，当前具体业务范围待核。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Reinforcement Learning",
        "B2B",
        "AI"
      ],
      "businessModel": "定制代理暂分类；旧竞赛数据许可与现项目/运行费用待拆"
    },
    {
      "id": "YC30856",
      "name": "Scoop",
      "url": "https://www.ycombinator.com/companies/scoop",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为药企整理研究报告并准备IND及临床试验申报文档。",
      "buyer": "生物医药及临床申报团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际付费、财务和技术效果待核。",
      "notes": "保留医药申报；每项节省10万CRO费和提前数月为厂商主张，非收入或监管批准。未核专业责任、申报准确、实际获批和收款，试验患者尚未治疗不当临床成效。 原成立和团队快照保留；主营核查不等技术或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30856",
        "INDUSTRY9-CAT-YC30856"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为药企整理研究报告并准备IND及临床试验申报文档。 依当前买家及交付分类，API、人审服务、实体传感及个人应用分开。",
      "directoryTags": [
        "B2B",
        "Biotech",
        "Compliance",
        "AI",
        "Biotechnology"
      ],
      "businessModel": "专业监管文档软件；申报、文档、实施及专家审阅成本待拆"
    },
    {
      "id": "YC30858",
      "name": "Deeptrace",
      "url": "https://www.ycombinator.com/companies/deeptrace",
      "cat": "C04",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "公司简介：AI agents for on-call",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30858"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：调查并解决生产告警与根因，属于软件运维工作。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC30859",
      "name": "Locus",
      "url": "https://www.ycombinator.com/companies/locus",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为Agent提供资金访问、支付权限和支出限制，衔接支付及API工具。",
      "buyer": "Agent开发者与企业自动化团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "同页Locus Founder是叠加基础设施的经营应用，不新增公司；标价和用户盈利承诺不作已实现公司收入，产品线须拆分。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "YC Locus Founder发布称$50/月，利润超过$1,000/月部分抽5%；仅该产品当时标价，基础设施及当前已签合同未核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30859",
        "AGENT-CAT-YC30859"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为Agent提供资金访问、支付权限和支出限制，衔接支付及API工具。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "Finance",
        "AI"
      ],
      "businessModel": "Agent支付/交易执行设施；另有Locus Founder终端应用与数据API，收入比例待核"
    },
    {
      "id": "YC30860",
      "name": "Alt-X",
      "url": "https://www.ycombinator.com/companies/alt-x",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "Los Angeles, CA",
      "business": "公司简介：Building the best venue for private markets exposure.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30860"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：以AI处理私募资产尽调、估值、匹配与交易，属于金融市场应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC30861",
      "name": "Caddy",
      "url": "https://www.ycombinator.com/companies/caddy",
      "cat": "C09",
      "year": 2025,
      "team": 5,
      "location": "New York City, NY",
      "business": "通过短信提供任务、日程、消息跟进及个性化提醒的个人AI助理。",
      "buyer": "个人及知识工作者",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留个人应用；旧电脑语音界面与现短信交付单列，前Loom项目不归现客户或收入。长期记忆、主动执行及权限安全未独立核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30861",
        "CONSUMER-CAT-YC30861"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：通过短信提供任务、日程、消息跟进及个性化提醒的个人AI助理。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Automation",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "个人助理应用；订阅、消息和执行服务成本待核"
    },
    {
      "id": "YC30863",
      "name": "The Context Company",
      "url": "https://www.ycombinator.com/companies/the-context-company",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "从代理生产对话及追踪识别问题并支持工程团队验证修复。",
      "buyer": "AI代理工程、产品及客户成功团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "移代理观测设施，修复仍由工程团队正常审核测试发布。官网45.6% modeled cost下降及25.1%客户运行增幅不是自身收入或已核利润，例子中的报价/退款不作财务。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30863",
        "DEVTAG1-CAT-YC30863",
        "DEVTAG1-CONTEXT-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：从代理生产对话及追踪识别问题并支持工程团队验证修复。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "Analytics",
        "Monitoring",
        "AI"
      ],
      "businessModel": "Agent分析与改进设施；追踪、分析、存储、企业接入及支持费待拆"
    },
    {
      "id": "YC30864",
      "name": "dari.dev",
      "url": "https://www.ycombinator.com/companies/daridev",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "训练路由决策模型以降低AI代理调用成本。",
      "buyer": "模型API及代理开发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "按现模型路由移C02，旧浏览器Agent与有状态部署API另记。官网无可读正文，旧初期无markup不能当当前永久零收费，客户token账单下降不是公司收入。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30864",
        "DEVTAG1-CAT-YC30864",
        "DEVTAG1-DARI-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：训练路由决策模型以降低AI代理调用成本。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "B2B"
      ],
      "businessModel": "模型路由供给；上游推理、自带密钥、托管及支持费待拆"
    },
    {
      "id": "YC30865",
      "name": "Lunavo",
      "url": "https://www.ycombinator.com/companies/lunavo",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "Germany",
      "business": "接入货运承运商系统，处理订单、状态更新及运营异常。",
      "buyer": "卡车承运及调度团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "保留运输专业应用；自述按反馈改进和自主解决问题未实测，人工处理重要判断仍属交付。司机延误例子不是实际客户记录，货物、运费和客户增收非平台收入。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30865",
        "INDUSTRY10-CAT-YC30865"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：接入货运承运商系统，处理订单、状态更新及运营异常。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Logistics",
        "Transportation",
        "Operations",
        "AI Assistant"
      ],
      "businessModel": "运输运营软件；系统、任务、通信及人工升级成本待拆"
    },
    {
      "id": "YC30867",
      "name": "Soren",
      "url": "https://www.ycombinator.com/companies/soren",
      "cat": "C04",
      "year": 2025,
      "team": null,
      "location": "San Francisco",
      "business": "由嵌入客户团队的工程师与AI交付定制软件和持续支持。",
      "buyer": "需要AI改造的跨行业企业团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "按软件建设交付移C04并明确是服务，不按工程师减少直接当纯SaaS。匿名40亿银行资产、180律师/90医生和节时是客户案例背景，不归Soren收入，专业决策仍由客户人员负责。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30867",
        "ENTTAG1-CAT-YC30867",
        "ENTTAG1-SOREN-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：由嵌入客户团队的工程师与AI交付定制软件和持续支持。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "B2B",
        "Enterprise Software",
        "Operations",
        "AI"
      ],
      "businessModel": "软件开发及工程服务；人力、定制、实施和持续支持费用待拆"
    },
    {
      "id": "YC30868",
      "name": "Norra",
      "url": "https://www.ycombinator.com/companies/norra",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "New York City, NY",
      "business": "为护理机构盘点床、轮椅和制氧机并跟踪设备生命周期。",
      "buyer": "专业护理及后急性机构运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "保留护理设备运营，不认定销售自有医疗器械。70%租费下降及10万以上年度节省是首客户及预测自述，未核实际账单，不作Norra收入或已实现毛利。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30868",
        "INDUSTRY10-CAT-YC30868"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为护理机构盘点床、轮椅和制氧机并跟踪设备生命周期。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Hardware",
        "Health Tech",
        "Logistics",
        "Healthcare",
        "AI"
      ],
      "businessModel": "医疗设备管理软件；盘点、接入、租赁分析及服务费待拆"
    },
    {
      "id": "YC30869",
      "name": "Kaigo Health",
      "url": "https://www.ycombinator.com/companies/kaigo-health",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "以适老电话代理、远程监测及团队反馈协助门诊持续护理。",
      "buyer": "护理团队及Medicare远程患者管理机构",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "保留专业护理，最终反馈真人团队而非全替代临床。声学生物标记、预防效果及报销资格未独立核，创始人旧机器人论文不等当前临床产品评测。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30869",
        "INDUSTRY10-CAT-YC30869"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：以适老电话代理、远程监测及团队反馈协助门诊持续护理。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Health Tech",
        "Digital Health",
        "Healthcare IT"
      ],
      "businessModel": "医疗护理软件及服务；通话、设备连接、临床升级与专业人力成本待拆"
    },
    {
      "id": "YC30870",
      "name": "Koyal",
      "url": "https://www.ycombinator.com/companies/koyal",
      "cat": "C08",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "从剧本或音频生成可编辑的个性化影视场景。",
      "buyer": "影视、音乐、播客及创作者团队",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "保留内容创意。自述付费试点但无金额，不推当前ARR；150万播放、22家YC合作与代理十万报价非自身营收。CHARCHA作者论文和当前整个平台能力/版权协议分别核，不因论文就认定独立验证。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30870",
        "OTHERTAG1-CAT-YC30870",
        "OTHERTAG1-KOYAL-ACCESS",
        "OTHERTAG1-KOYAL-PAPER"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核其余原标签池：从剧本或音频生成可编辑的个性化影视场景。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "Generative AI",
        "Entertainment",
        "Video",
        "Media",
        "Creator Economy"
      ],
      "businessModel": "视频创作软件及制作/试点；模型用量、版权、人工指导和合同费待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "目录与官网及公开材料对应，签约/注册主体与实际收费范围未独立核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "仅核作者论文摘要页可读与日期/track、个体LoRA/身份授权描述，未阅读全文/代码、复现、查专利或确认当前整个平台能力；非独立评测。",
        "evidenceIds": [
          "OTHERTAG1-CAT-YC30870",
          "OTHERTAG1-KOYAL-ACCESS",
          "OTHERTAG1-KOYAL-PAPER"
        ]
      }
    },
    {
      "id": "YC30871",
      "name": "Bron",
      "url": "https://www.ycombinator.com/companies/bron",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：TikTok for Sports Betting",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30871"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：面向个人推荐体育投注并辅助下单，属于消费者应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Sports Tech",
        "Analytics",
        "AI",
        "AI Assistant"
      ]
    },
    {
      "id": "YC30873",
      "name": "Tell if AI",
      "url": "https://www.ycombinator.com/companies/tell-if-ai",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "Austin, TX",
      "business": "为品牌运行内容创作、发布、互动及获客的AI营销代理服务。",
      "buyer": "品牌及增长营销团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "移客户收入运营；YC手机代理和首家远程诊所分成与官网私测AI工作室定位分别记录。真实账户操作及转化未运行核，内容产量和客户收入不当自身收入，分成合同未知。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30873",
        "INDUSTRY10-CAT-YC30873",
        "INDUSTRY10-TELL-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为品牌运行内容创作、发布、互动及获客的AI营销代理服务。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Telehealth",
        "Social Media",
        "Marketing",
        "Advertising",
        "AI"
      ],
      "businessModel": "效果营销服务；收入分成、内容/手机运营、人工及渠道成本待拆"
    },
    {
      "id": "YC30875",
      "name": "Veria Labs",
      "url": "https://www.ycombinator.com/companies/veria-labs",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "使用Agent持续测试软件漏洞并提供可操作的发现及修复线索。",
      "buyer": "应用开发及软件安全团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留安全测试；CTF经历、漏洞影响及市场传统测试价格不作自身收入。无误报和优于人类等为自述，未对目标运行任何安全测试。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30875",
        "C04-CAT-YC30875"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：使用Agent持续测试软件漏洞并提供可操作的发现及修复线索。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Security",
        "Cybersecurity",
        "AI"
      ],
      "businessModel": "持续渗透测试软件及研究服务；人工复核、报告与订阅收费待拆"
    },
    {
      "id": "YC30876",
      "name": "Velum Labs",
      "url": "https://www.ycombinator.com/companies/velum-labs",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "监控并执行企业数据栈的数据质量规则，阻止问题数据进入报表。",
      "buyer": "企业数据及分析团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力移企业通用数据工作；OS/infra是定位，已读资料未明确主营模型训练或推理设施，AI能力及具体产品仍需补证。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30876",
        "C02-FULL-YC30876"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：监控并执行企业数据栈的数据质量规则，阻止问题数据进入报表。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Machine Learning",
        "Data Engineering"
      ],
      "businessModel": "企业数据质量与监控软件；许可、席位和服务收费未核"
    },
    {
      "id": "YC30877",
      "name": "Trelium",
      "url": "https://www.ycombinator.com/companies/trelium",
      "cat": "C07",
      "year": 2025,
      "team": 11,
      "location": "San Francisco",
      "business": "为印刷、商品及服装分销供应业务处理订单、采购、发票匹配和状态跟进。",
      "buyer": "印刷、商品及服装分销商、供应商与装饰加工企业",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "移行业运营，旧Questom入站销售与现Trelium后勤分开。创始人前SaaS 45k ARR不归Trelium；客户销售增幅、自动化比例及Paul演示非公司收入。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30877",
        "ENTERPRISE2-CAT-YC30877"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为印刷、商品及服装分销供应业务处理订单、采购、发票匹配和状态跟进。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [
        "B2B",
        "Workflow Automation",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "行业后勤自动化软件；订单、工作流、集成及实施费待拆"
    },
    {
      "id": "YC30878",
      "name": "Cranston AI",
      "url": "https://www.ycombinator.com/companies/cranston-ai",
      "cat": "C07",
      "year": 2025,
      "team": 8,
      "location": "San Francisco",
      "business": "为CPA事务所处理税务准备、底稿及持续记账。",
      "buyer": "会计及税务事务所",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留专业事务所业务；明确提交人类审核，未核税务资格、账目准确性或付费。未来事务所完整系统方向与当前税务/账务交付分开。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30878",
        "INDUSTRY3-CAT-YC30878"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为CPA事务所处理税务准备、底稿及持续记账。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [],
      "businessModel": "会计行业软件及辅助服务；客户、税表、许可及人复核成本待拆"
    },
    {
      "id": "YC30879",
      "name": "Hypercubic",
      "url": "https://www.ycombinator.com/companies/hypercubic",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：Agentic AI for Mainframe Operations and Modernization",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30879",
        "TC-BF25-HYPER",
        "TCAL25-HYPER-YC",
        "TCAL25-HYPER-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "人工复核YC当前主营：大型机与COBOL开发、维护和现代化工具，按开发者交付任务归C04；目录其他业务与财务字段尚未逐项核验。",
      "directoryTags": []
    },
    {
      "id": "YC30880",
      "name": "Nessie",
      "url": "https://www.ycombinator.com/companies/nessie",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：The shared context layer for recursive companies.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30880"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：汇集团队及Agent上下文并通过CLI与MCP提供记忆和迭代能力，主营Agent上下文设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC30882",
      "name": "AtlasGrid",
      "url": "https://www.ycombinator.com/companies/atlasgrid",
      "cat": "C04",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "公司简介：Accelerate Product Iteration",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30882"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：解析移动应用UI并生成产品改进建议，属于软件产品研发工具。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC30883",
      "name": "hillclimb",
      "url": "https://www.ycombinator.com/companies/hillclimb",
      "cat": "C02",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "组织数学等领域专家构建训练数据和RL环境，帮助实验室训练研究型Agent。",
      "buyer": "前沿模型实验室及研究团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留训练数据设施；合作、人才招募及模型表现仅自述，旧Headstarter用户和创始人履历不归当前公司收入。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30883",
        "C02-FULL-YC30883"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：组织数学等领域专家构建训练数据和RL环境，帮助实验室训练研究型Agent。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Reinforcement Learning"
      ],
      "businessModel": "专家参与的数据及训练环境交付；项目收入、专家报酬和许可待拆"
    },
    {
      "id": "YC30885",
      "name": "Semble",
      "url": "https://www.ycombinator.com/companies/semble",
      "cat": "C07",
      "year": 2025,
      "team": 14,
      "location": "San Francisco",
      "business": "处理施工图标注、工程量计算、PDF协作和现场工作。",
      "buyer": "建筑施工、工程及现场团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从创意移建筑专业应用；design是工程任务，不等通用视觉创作。简介短，AI使用、交付及具体合同仍待补证。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30885",
        "CONSUMER-CAT-YC30885"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：处理施工图标注、工程量计算、PDF协作和现场工作。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "SaaS",
        "AI"
      ],
      "businessModel": "建筑行业文档/工程软件；席位、项目及服务收费未核"
    },
    {
      "id": "YC30886",
      "name": "Clerked",
      "url": "https://www.ycombinator.com/companies/clerked",
      "cat": "C05",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "通过现有财务系统及聊天入口处理应付账款和支出分析。",
      "buyer": "跨行业企业内部财务团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "移企业通用财务，旧Mod AI与现Clerked名称分期。应付款和代付资金非软件收入，自主付款、现金流建议及账簿准确性未核，授权和收费未知。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30886",
        "INDUSTRY10-CAT-YC30886"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：通过现有财务系统及聊天入口处理应付账款和支出分析。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Fintech",
        "Finance",
        "Enterprise",
        "AI"
      ],
      "businessModel": "通用应付软件；单据、支付连接、实施和人工审批成本待拆"
    },
    {
      "id": "YC30888",
      "name": "Lakonia",
      "url": "https://www.ycombinator.com/companies/lakonia",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "转录和分析无线电沟通，辅助执法与军事态势协调。",
      "buyer": "执法、军事指挥及调度人员",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "保留专业指挥信息应用，现转录整合与未来无人机/视觉/翻译路线分开。未核实时准确、安全权限或付费，不把态势汇总当自主行动或人员决策已替代。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30888",
        "INDUSTRY10-CAT-YC30888"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：转录和分析无线电沟通，辅助执法与军事态势协调。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "GovTech",
        "NLP",
        "Defense"
      ],
      "businessModel": "专业指挥信息软件；通信、部署、安全及人工决策成本待拆"
    },
    {
      "id": "YC30889",
      "name": "Alder",
      "url": "https://www.ycombinator.com/companies/alder",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为企业财务团队跟进应收、整理单据、对账并处理例外。",
      "buyer": "跨行业企业内部财务团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "移企业通用财务；发送客户内容须人同意，免费两周不作已付费。旧Uber每周500万司机的支付系统是履历，不归Alder客户或交易量。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30889",
        "INDUSTRY3-CAT-YC30889"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业财务团队跟进应收、整理单据、对账并处理例外。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [
        "B2B",
        "AI"
      ],
      "businessModel": "通用财务Agent软件；任务、单据、实施及运营费用待拆"
    },
    {
      "id": "YC30891",
      "name": "SF Tensor",
      "url": "https://www.ycombinator.com/companies/sf-tensor",
      "cat": "C02",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "为模型训练选择跨云GPU、处理抢占中断，并优化适配不同硬件的训练内核。",
      "buyer": "模型训练与研究团队",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "移算力及模型基础设施；降低80%成本、击败手调内核为自述，未复测。客户云支出、训练数千GPU及CUDA竞争愿景不是SF Tensor收入或已拥有算力。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30891",
        "ENTERPRISE2-CAT-YC30891"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为模型训练选择跨云GPU、处理抢占中断，并优化适配不同硬件的训练内核。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [],
      "businessModel": "训练算力托管和优化平台；GPU转售、调度、优化服务与净费待拆"
    },
    {
      "id": "YC30894",
      "name": "Unsiloed AI",
      "url": "https://www.ycombinator.com/companies/unsiloed-ai",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "将文档解析、字段抽取和分块作为面向LLM/代理的API。",
      "buyer": "AI应用及文档数据工程团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "按应用文档接入移C03，自有视觉模型是内部实现非自动归基础模型公司。示例财报1.67M及4200发票非Unsiloed收入，文档量/厂商基准不等实收或独立验证。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30894",
        "ENTTAG1-CAT-YC30894",
        "ENTTAG1-UNSILOED-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：将文档解析、字段抽取和分块作为面向LLM/代理的API。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "B2B",
        "Infrastructure",
        "AI",
        "APIs"
      ],
      "businessModel": "Agent文档数据基础设施；页数、模型、接入及支持费用待拆"
    },
    {
      "id": "YC30895",
      "name": "Allus AI",
      "url": "https://www.ycombinator.com/companies/allus-ai",
      "cat": "C01",
      "year": 2025,
      "team": 6,
      "location": "Atlanta, GA",
      "business": "研发面向制造场景的视觉基础模型。",
      "buyer": "制造企业及工业视觉团队",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；已做主营分类人工复核，收入、定价和技术能力仍未逐一核验。厂商宣称的替代价值、部署速度与工厂改善不当公司收入或已验证性能。 第三方模糊ARR与厂商部分条款已留核查；没有可用精确收入，仍保持未知，不能把六位数宣传填为数值。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30895",
        "MODEL-CAT-YC30895",
        "ALLUS-ARR-LEAD",
        "ALLUS-TERMS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：当前长简介强调模型研发，保留C01；销售模型还是完整工业应用仍需合同与官网细查。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Machine Learning",
        "SaaS",
        "Computer Vision",
        "Manufacturing",
        "AI"
      ]
    },
    {
      "id": "YC30899",
      "name": "Sciloop",
      "url": "https://www.ycombinator.com/companies/sciloop",
      "cat": "C02",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "由数学物理专家制作难题供模型实验室训练及评估。",
      "buyer": "前沿模型实验室及科学推理团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "保留当前专家数据，旧AI科研助手定位分期。自有最难题0—5%分数非独立能力排名，竞赛奖项不证明题目质量、版权或实际收入。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30899",
        "MODELTAG-CAT-YC30899"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：由数学物理专家制作难题供模型实验室训练及评估。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Marketplace",
        "Data Labeling",
        "Big Data",
        "AI"
      ],
      "businessModel": "专家训练数据许可；专家报酬、难度校验、更新及交付成本待拆"
    },
    {
      "id": "YC30900",
      "name": "LogosGuard",
      "url": "https://www.ycombinator.com/companies/logosguard",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "在AI提示发送前检测并替换敏感信息，提供企业策略与审计。",
      "buyer": "个人AI用户及企业IT安全团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "移跨行业企业隐私，兼个人免费入口。个人版自述本机处理不能扩展到企业版，企业可在云租户/VPC处理。HIPAA及不泄露保证未独立核，误检漏检、权限和实际费用待核。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30900",
        "INDUSTRY10-CAT-YC30900",
        "INDUSTRY10-LOGOS-HOME",
        "INDUSTRY10-LOGOS-ENTERPRISE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：在AI提示发送前检测并替换敏感信息，提供企业策略与审计。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "B2B",
        "Compliance",
        "Security",
        "Cybersecurity",
        "AI"
      ],
      "businessModel": "隐私防护软件；个人扩展与企业租户、自托管、桌面部署费用待拆"
    },
    {
      "id": "YC30903",
      "name": "Kestrel AI",
      "url": "https://www.ycombinator.com/companies/kestrel-ai",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "以自然语言构建可编辑工作流以处理平台工程、CI及事故响应。",
      "buyer": "平台工程、DevOps及安全团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "保留开发运维，AI生成与配置后确定性执行分开。生产修改可要求审批，不能推所有流程无人审核；三十/四十连接分别为旧/现自述，免费千元额度非收入或实付。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30903",
        "DEVTAG1-CAT-YC30903",
        "DEVTAG1-KESTREL-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：以自然语言构建可编辑工作流以处理平台工程、CI及事故响应。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "AIOps",
        "Developer Tools",
        "DevOps",
        "Infrastructure"
      ],
      "businessModel": "工程自动化软件；工作流、运行用量、连接及支持费待拆"
    },
    {
      "id": "YC30906",
      "name": "Agentic Fabriq",
      "url": "https://www.ycombinator.com/companies/agentic-fabriq",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为代理设置身份、最小权限、审批及跨工具审计。",
      "buyer": "Agent开发、IT及企业安全团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "移Agent设施，非普通企业工作助手。员工权限精确约束、无共享密钥和首次解决为自述，未实测授权绕过或查审计，两个重复发布不当独立证据确认。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30906",
        "ENTTAG1-CAT-YC30906"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：为代理设置身份、最小权限、审批及跨工具审计。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "B2B",
        "Identity",
        "Cybersecurity",
        "AI"
      ],
      "businessModel": "Agent身份授权设施；工具、凭据、策略、调用和部署费待拆"
    },
    {
      "id": "YC30907",
      "name": "Logical",
      "url": "https://www.ycombinator.com/companies/logical",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "通过桌面上下文主动建议写信、文档、会议及待办动作。",
      "buyer": "个人知识工作者，企业方案为次要买家",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "保留个人助手。YC称不传Logical服务器，不等任何配置不出本机/第三方模型；官网无可读正文，隐私、性能、真实付费和兼容范围未核，旧trylogical域名保留发布来源。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30907",
        "OTHERTAG1-CAT-YC30907",
        "OTHERTAG1-LOGICAL-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：通过桌面上下文主动建议写信、文档、会议及待办动作。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "Consumer",
        "B2B",
        "Productivity",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "桌面个人助手；本地/第三方模型、连接、额度和支持费待拆"
    },
    {
      "id": "YC30910",
      "name": "Aleph Lab",
      "url": "https://www.ycombinator.com/companies/aleph-lab",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "在儿童熟悉的游戏中通过AI伙伴进行外语对话练习。",
      "buyer": "儿童学习者及家长",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留个人学习；Minecraft购买和私人教师时薪不是Aleph收入，课程次数与学习提升自述无独立教学评估。儿童资料处理及实际付费未核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30910",
        "CONSUMER-CAT-YC30910"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：在儿童熟悉的游戏中通过AI伙伴进行外语对话练习。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "AI"
      ],
      "businessModel": "游戏内语言学习应用；订阅和游戏许可成本未核"
    },
    {
      "id": "YC30911",
      "name": "Helonic",
      "url": "https://www.ycombinator.com/companies/helonic",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "检查施工前多专业图纸差错并生成澄清请求草稿。",
      "buyer": "建设项目协调及施工团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留建筑行业；节省数百万项目成本为自述，不当Helonic收入。RFI草稿仍需团队解决，不当已签工程责任或无需专家。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30911",
        "INDUSTRY3-CAT-YC30911"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：检查施工前多专业图纸差错并生成澄清请求草稿。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [
        "Construction",
        "B2B",
        "Workflow Automation",
        "Architecture",
        "AI"
      ],
      "businessModel": "建筑协调软件；项目、图页、集成和专业审核成本待拆"
    },
    {
      "id": "YC30912",
      "name": "Redapto",
      "url": "https://www.ycombinator.com/companies/redapto",
      "cat": "C07",
      "year": 2025,
      "team": 7,
      "location": "Bengaluru, India",
      "business": "为制造物流能源等关键运营连接信号、代理及人工指挥。",
      "buyer": "实体产业运营及工程团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "官网补足原泛化简介，移行业应用；不认定自有机器人/工厂实物交付。政策、异常及决策由运营人员控制，世界模型式上下文不证明自研基础模型，实际项目和收入未核。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30912",
        "ENTTAG1-CAT-YC30912",
        "ENTTAG1-REDAPTO-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：为制造物流能源等关键运营连接信号、代理及人工指挥。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "B2B",
        "AI"
      ],
      "businessModel": "工业运营专业软件；系统/传感接入、实施、运行及专家支持费待拆"
    },
    {
      "id": "YC30913",
      "name": "Captain",
      "url": "https://www.ycombinator.com/companies/captain",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "同步多源产品和文件数据，通过托管API提供调优搜索及检索。",
      "buyer": "构建产品搜索和AI检索的开发团队",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "移Agent检索设施；78%到97%为公司自测概述，未见本轮独立复测，不能当可横比技术排名。客户监管场景不等已获合规认证。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30913",
        "ENTERPRISE2-CAT-YC30913"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：同步多源产品和文件数据，通过托管API提供调优搜索及检索。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [
        "B2B",
        "API",
        "Data Engineering",
        "Search",
        "Infrastructure"
      ],
      "businessModel": "托管检索API；索引、存储、查询及调优服务收费待拆"
    },
    {
      "id": "YC30915",
      "name": "FinalDose",
      "url": "https://www.ycombinator.com/companies/finaldose",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "Oxford, United Kingdom",
      "business": "研发按DNA靶标识别并触发细胞清除的可编程药物。",
      "buyer": "药物研发及潜在治疗合作方",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "保留医药研发，但AI具体作用未在所读主营中充分说明，不把可编程分子等同AI软件。治愈所有癌症、零研发成本及健康细胞不受损为主张，未见临床验证或批准；此前融资不归当前营收。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30915",
        "INDUSTRY10-CAT-YC30915",
        "INDUSTRY10-FINALDOSE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：研发按DNA靶标识别并触发细胞清除的可编程药物。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Gene Therapy",
        "Therapeutics",
        "Genetic Engineering",
        "AI"
      ],
      "businessModel": "药物研发；实验、临床、许可及专业成本待核"
    },
    {
      "id": "YC30916",
      "name": "Rovr",
      "url": "https://www.ycombinator.com/companies/rovr",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为工程团队处理需求入口、分流、负责人分配及基础设施事件协作。",
      "buyer": "平台工程及软件工程运营团队",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "移软件工程运营，未描述直接生成代码。YC标Inactive，法律及实际停业状态待核；不把AI FDE称呼当已有人力或服务合同。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "YC当前标为Inactive；法律及实际经营状态未独立核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30916",
        "ENTERPRISE2-CAT-YC30916"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为工程团队处理需求入口、分流、负责人分配及基础设施事件协作。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "AI"
      ],
      "businessModel": "工程运营软件；席位、请求、连接及部署费用待拆"
    },
    {
      "id": "YC30917",
      "name": "Bravi",
      "url": "https://www.ycombinator.com/companies/bravi",
      "cat": "C06",
      "year": 2025,
      "team": 8,
      "location": "New York City, NY",
      "business": "为门窗及家装产品销售和客服连接技术资料、配置产品并生成报价。",
      "buyer": "制造商及安装商销售客服团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "移客户运营；旧语音聊天助手与现技术商业数据工具分期。欧洲美国使用及减少漏单为自述，客户销售额不归Bravi收入。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30917",
        "INDUSTRY3-CAT-YC30917"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为门窗及家装产品销售和客服连接技术资料、配置产品并生成报价。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [
        "B2B",
        "Manufacturing",
        "Automation",
        "Home Services",
        "AI Assistant"
      ],
      "businessModel": "行业销售客服软件；会话、配置、连接及实施费待拆"
    },
    {
      "id": "YC30918",
      "name": "ComplyDo",
      "url": "https://www.ycombinator.com/companies/complydo",
      "cat": "C05",
      "year": 2025,
      "team": 17,
      "location": "Berlin, Germany",
      "business": "为跨行业企业提取合规要求、映射控制并监测差距变化。",
      "buyer": "企业GRC及内控团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "移通用企业治理，与实际法律代理服务分开。10倍效率及最大欧企采用未核，合规建议不是已核法律意见或保证。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30918",
        "INDUSTRY3-CAT-YC30918"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为跨行业企业提取合规要求、映射控制并监测差距变化。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [
        "B2B",
        "Compliance",
        "LegalTech",
        "Cybersecurity",
        "AI"
      ],
      "businessModel": "通用企业合规软件；法规、文档、许可及服务费待拆"
    },
    {
      "id": "YC30919",
      "name": "Codyco",
      "url": "https://www.ycombinator.com/companies/codyco",
      "cat": "C06",
      "year": 2025,
      "team": 4,
      "location": "Germany",
      "business": "承接酒店漏接电话，将客人预订写入酒店PMS。",
      "buyer": "酒店集团及预订运营团队",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "移客户运营；当前简介€5000新增预订为酒店成果，旧发布写$5000，币种差异保留，不换算或合并。53房和7酒店集团分别是客户规模/采用自述，非公司团队或收入。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30919",
        "ENTERPRISE2-CAT-YC30919"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：承接酒店漏接电话，将客人预订写入酒店PMS。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [
        "AI",
        "Conversational AI"
      ],
      "businessModel": "酒店预订客户运营软件；电话、预订、集成及人工升级收费待拆"
    },
    {
      "id": "YC30920",
      "name": "Lexi",
      "url": "https://www.ycombinator.com/companies/lexi",
      "cat": "C07",
      "year": 2025,
      "team": 15,
      "location": "San Francisco",
      "business": "为法律团队提供研究、起草、合同审阅及案件工作流。",
      "buyer": "律师事务所及企业法务团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留法律专业工作；500万文档、20万案件及200组织为处理和采用自述，不等独立客户或收入。引用验证、安全和每周10小时节省未独立核。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30920",
        "INDUSTRY3-CAT-YC30920"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为法律团队提供研究、起草、合同审阅及案件工作流。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Legal",
        "LegalTech",
        "AI"
      ],
      "businessModel": "法律工作软件；席位、文档、案件和部署成本待拆"
    },
    {
      "id": "YC30923",
      "name": "Frontier Computing",
      "url": "https://www.ycombinator.com/companies/frontier-computing",
      "cat": "C02",
      "year": 2025,
      "team": 3,
      "location": "London, United Kingdom",
      "business": "公司简介：Frontier grows scalable biological brains as an ML training substrate",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30923"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：培养生物神经网络作为模型训练计算基底，主营新型训练算力。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Hard Tech",
        "Hardware",
        "AI"
      ]
    },
    {
      "id": "YC30924",
      "name": "Casey",
      "url": "https://www.ycombinator.com/companies/casey",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "由保险经纪人员面向企业提供投保、报价比较及续保服务。",
      "buyer": "企业商业保险客户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留专业经纪；现官网与YC称经纪公司，旧发布为分销基础设施，两线分期。100保险商覆盖不是客户数或自身保费收入，牌照未独立核。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30924",
        "INDUSTRY3-CAT-YC30924",
        "INDUSTRY3-CASEY-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：由保险经纪人员面向企业提供投保、报价比较及续保服务。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [],
      "businessModel": "保险经纪加AI运营；佣金、服务费、保费转付和人工待拆"
    },
    {
      "id": "YC30925",
      "name": "Paceline Bio",
      "url": "https://www.ycombinator.com/companies/paceline-bio",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "Boulder, CO",
      "business": "为药企和研究团队提供样本收集、处理、存储及运输运营。",
      "buyer": "生物医药及临床研究团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留专业科研运营；24小时报价不等签约、完成采样或临床成功。当前AI具体作用未充分核，不把实物及物流项目款当软件ARR。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30925",
        "INDUSTRY3-CAT-YC30925",
        "INDUSTRY3-PACELINE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为药企和研究团队提供样本收集、处理、存储及运输运营。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [
        "AI-powered Drug Discovery",
        "Biotech",
        "Drug discovery",
        "Biotechnology"
      ],
      "businessModel": "专业样本物流及实验运营服务；套件、处理、存储、运输和人力待拆"
    },
    {
      "id": "YC30927",
      "name": "Oxus",
      "url": "https://www.ycombinator.com/companies/oxus",
      "cat": "C05",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为跨行业上市及拟上市企业自动处理内部审计工作。",
      "buyer": "企业SOX及内部审计团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "移企业通用审计；200至800时薪及每年30万至百万是外包成本背景，不当Oxus报价或收入。10倍效率和审计有效性未核。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30927",
        "INDUSTRY3-CAT-YC30927"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为跨行业上市及拟上市企业自动处理内部审计工作。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [],
      "businessModel": "通用内审软件；控制、流程、许可和实施费待拆"
    },
    {
      "id": "YC30928",
      "name": "Darwin",
      "url": "https://www.ycombinator.com/companies/darwin",
      "cat": "C10",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "研发从示范学习的通用机器人，用于设备装配、安装及维护。",
      "buyer": "AI基础设施及实体设备运维团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留实体机器人；现简介首次部署计划2027年初，不能当2026已交付。旧Thesis AI研究发布及Sphere估值/支付量不归当前机器人收入。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30928",
        "C10-FULL-YC30928"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：研发从示范学习的通用机器人，用于设备装配、安装及维护。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Hard Tech",
        "Machine Learning",
        "Robotics",
        "AI"
      ],
      "businessModel": "机器人系统研发与部署；设备/作业服务模式待核"
    },
    {
      "id": "YC30929",
      "name": "Radius",
      "url": "https://www.ycombinator.com/companies/radiusbrowser",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "在浏览器中结合页面、代码及运行上下文，帮助开发者指挥编码Agent。",
      "buyer": "前端及应用开发者",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留开发工具；同页Inspector旧前端IDE与现Radius定位单列，100倍产出是宣传，未试用或测评，未独立核品牌/法律主体。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30929",
        "C04-CAT-YC30929"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：在浏览器中结合页面、代码及运行上下文，帮助开发者指挥编码Agent。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "Design",
        "Design Tools",
        "AI"
      ],
      "businessModel": "开发者浏览器与AI编辑工作流；许可和模型用量未核"
    },
    {
      "id": "YC30930",
      "name": "Cortex AI",
      "url": "https://www.ycombinator.com/companies/cortex-ai",
      "cat": "C02",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "采集真实工作场景的人类第一视角、机器人轨迹和恢复操作数据，供模型研发。",
      "buyer": "机器人基础模型及通用机器人研发团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从机器人制造移训练数据设施；场地收取报酬不是Cortex收入，Carousell估值是创始人旧公司业绩，数据权利、客户及实际交付未独立核。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30930",
        "C10-FULL-YC30930"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：采集真实工作场景的人类第一视角、机器人轨迹和恢复操作数据，供模型研发。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Reinforcement Learning",
        "Robotics",
        "AI"
      ],
      "businessModel": "机器人训练数据采集、许可与场地撮合；参与方分账待核"
    },
    {
      "id": "YC30931",
      "name": "Pixley AI",
      "url": "https://www.ycombinator.com/companies/pixley-ai",
      "cat": "C08",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：The first platform where families can create AI cartoons in minutes",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30931"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：把儿童绘画和构想生成动画，同时提供品牌视频服务，主营内容创作。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AI-Enhanced Learning",
        "Generative AI",
        "AI"
      ]
    },
    {
      "id": "YC30936",
      "name": "Patent Watch",
      "url": "https://www.ycombinator.com/companies/patent-watch",
      "cat": "C07",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "检索专利、竞品和现有技术并整理侵权对照及无效分析。",
      "buyer": "企业知识产权及专利法律团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "保留法律专利应用；软件标记不等法院认定侵权，十分钟变现为宣传。单专利5万维护成本及巨大组合成本是行业背景，不作Patent Watch收入，准确性及法律责任未核。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30936",
        "INDUSTRY10-CAT-YC30936"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：检索专利、竞品和现有技术并整理侵权对照及无效分析。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Legal",
        "LegalTech",
        "AI"
      ],
      "businessModel": "专利分析软件；检索、案件、资料及律师复核费待拆"
    },
    {
      "id": "YC30937",
      "name": "Anto Biosciences",
      "url": "https://www.ycombinator.com/companies/anto-biosciences",
      "cat": "C01",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "研发微生物群落模型，用于药物毒性与疗效研究。",
      "buyer": "药物研发及生物科技团队",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；已做主营分类人工复核，收入、定价和技术能力仍未逐一核验。创始人论文、疾病市场规模和预测疗效不当公司独立测试、药物批准或收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30937",
        "MODEL-CAT-YC30937"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：当前明确以微生物模型为研发交付，保留行业模型C01；临床或药物应用边界待核。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Generative AI",
        "Biotech",
        "Genomics",
        "Drug discovery",
        "AI"
      ]
    },
    {
      "id": "YC30938",
      "name": "Imagine AI",
      "url": "https://www.ycombinator.com/companies/imagine-ai",
      "cat": "C06",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "为B2B团队生成及安排LinkedIn内容与图形，将互动关联到销售管线。",
      "buyer": "B2B增长、营销及企业高管团队",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "移营销运营；4000万当前及旧3100万/1000万均为客户成果，不归Imagine收入。旧每客户专属Content Engineer与新Agent方向分期，不按纯SaaS估毛利；付费客户数无单价不推MRR。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30938",
        "ENTERPRISE2-CAT-YC30938"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为B2B团队生成及安排LinkedIn内容与图形，将互动关联到销售管线。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [
        "B2B",
        "Sales",
        "Marketing",
        "AI"
      ],
      "businessModel": "营销Agent与内容服务；软件费、专属Content Engineer和人工审核待拆"
    },
    {
      "id": "YC30942",
      "name": "Scott AI",
      "url": "https://www.ycombinator.com/companies/scott-ai",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "New York City, NY",
      "business": "帮助工程团队在编码Agent执行前比较方案并对齐软件规格。",
      "buyer": "软件工程及架构规划团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留开发协作工具；不是据多Agent实现就归通用运行设施。旧withjuno联系方式保留沿革，客户/前雇主工程规模不当自身收入。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30942",
        "C04-CAT-YC30942"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：帮助工程团队在编码Agent执行前比较方案并对齐软件规格。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [],
      "businessModel": "软件规格规划与多Agent方案比较工作台；收费未核"
    },
    {
      "id": "YC30944",
      "name": "Prism",
      "url": "https://www.ycombinator.com/companies/tryprism",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "London, United Kingdom",
      "business": "为企业承接岗位搜索、候选人筛选及招聘交付。",
      "buyer": "企业招聘及人才团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "保留专业招聘服务；官网现500美元/月加首年底薪15%，旧发布500启动费条件分期。报价不是已收收入，候选人薪资不是营收；自测搜索成绩未独立核。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网US$500/月招聘期间加首年底薪15%签约成功费；旧发布500启动费口径分期。实际合同、退款、触发及回款未核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30944",
        "INDUSTRY3-CAT-YC30944",
        "INDUSTRY3-PRISM-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业承接岗位搜索、候选人筛选及招聘交付。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [],
      "businessModel": "专业招聘代理服务；月招聘费加签约成功费，人力与搜索成本待拆"
    },
    {
      "id": "YC30945",
      "name": "Zalos",
      "url": "https://www.ycombinator.com/companies/zalos",
      "cat": "C05",
      "year": 2025,
      "team": 10,
      "location": "London, United Kingdom",
      "business": "为企业财务团队映射流程并执行应付、账单、对账及控制工作。",
      "buyer": "跨行业企业财务团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "移企业通用工作；财务harness和Computer Agent是实现方式，不归通用开发设施。零集成、78%自动解决及自学习为厂商示例或主张，不等已核控制有效或收入。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30945",
        "INDUSTRY3-CAT-YC30945",
        "INDUSTRY3-ZALOS-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业财务团队映射流程并执行应付、账单、对账及控制工作。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [
        "Fintech",
        "Finance",
        "Enterprise",
        "Billing",
        "AI Assistant"
      ],
      "businessModel": "通用财务自动化；按成果收费自述，平台、运行、实施及人力待拆"
    },
    {
      "id": "YC30947",
      "name": "Philon",
      "url": "https://www.ycombinator.com/companies/philon",
      "cat": "C10",
      "year": 2025,
      "team": null,
      "location": "San Francisco",
      "business": "研发可执行不安全、重复或枯燥任务的开放源码通用机器人。",
      "buyer": "通用机器人研究及实体作业团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "按当前简介暂保留机器人研究；旧Spatial AI数据集发布单列，不直接当现主营。官网未取得可读正文，开源、量产、合同和自主性未独立核。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30947",
        "C10-FULL-YC30947",
        "C10-CURRENT-HOME-YC30947"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：研发可执行不安全、重复或枯燥任务的开放源码通用机器人。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Robotics",
        "AI"
      ],
      "businessModel": "机器人研发；硬件、模型和开源商业边界未披露"
    },
    {
      "id": "YC30948",
      "name": "Lua Global Inc",
      "url": "https://www.ycombinator.com/companies/lua-global-inc",
      "cat": "C03",
      "year": 2025,
      "team": 5,
      "location": "London, United Kingdom",
      "business": "公司简介：The mid-market agent platform",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30948"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：向开发机构和企业提供Agent部署运行平台，主营Agent运行设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC30949",
      "name": "Crunched",
      "url": "https://www.ycombinator.com/companies/crunched",
      "cat": "C05",
      "year": 2025,
      "team": 5,
      "location": "Oslo, Norway",
      "business": "在Excel内检查工作簿、构建模型并连接来源数据。",
      "buyer": "咨询、金融及其他电子表格专业用户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "移企业通用工作，咨询和投资客户不等金融执业。六国使用及亿级Excel总体用户非付费客户数，旧项目预测翻倍为错误案例而非收入增长，公式准确和实际合同未核。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30949",
        "INDUSTRY10-CAT-YC30949"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：在Excel内检查工作簿、构建模型并连接来源数据。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Finance",
        "Productivity",
        "Analytics"
      ],
      "businessModel": "通用表格分析软件；席位、模型用量、实施及人工审核费待拆"
    },
    {
      "id": "YC30953",
      "name": "Relaw",
      "url": "https://www.ycombinator.com/companies/relaw",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "Los Angeles, CA",
      "business": "为律师事务所连接客户接待、案件、文档、沟通和计费流程。",
      "buyer": "律师事务所及专业法律团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。",
      "notes": "YC简介很短，官网现为全所LegalOS，补具体行业交付后保留C07。白手套配置和训练不推全软件毛利，律所标识、示例案件及时间记录不是独立收入证据。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30953",
        "INDUSTRY3-CAT-YC30953",
        "INDUSTRY3-RELAW-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为律师事务所连接客户接待、案件、文档、沟通和计费流程。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。",
      "directoryTags": [
        "SaaS",
        "Legal",
        "AI"
      ],
      "businessModel": "法律实践管理软件加配置培训；许可、实施和支持费待拆"
    },
    {
      "id": "YC30954",
      "name": "Specific",
      "url": "https://www.ycombinator.com/companies/specific",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": "Stockholm, Sweden",
      "business": "为编码Agent构建应用提供本地开发环境、后端资源及云部署平台。",
      "buyer": "应用开发者及AI应用构建平台",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留软件开发平台但注明云服务成本；旧自然语言后端发布与现平台范围分开。前雇主支付吞吐和客户每天新建项目不当公司收入。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30954",
        "C04-CAT-YC30954"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为编码Agent构建应用提供本地开发环境、后端资源及云部署平台。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "No-code",
        "DevOps",
        "AI"
      ],
      "businessModel": "应用云平台和自动后端生成；资源用量、托管及软件收费待拆"
    },
    {
      "id": "YC30956",
      "name": "Automax.ai",
      "url": "https://www.ycombinator.com/companies/automax-ai",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "以移动采集和AI工作台协助持牌评估师签发住宅估价报告。",
      "buyer": "贷款机构及房产评估团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "移行业专业服务，非无人估值SaaS。旧十/二十分钟分析与现24小时订单交付不同环节；评估师复核签字仍在，示例房价和贷款本金非收费/收入，合规和牌照未独立核。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30956",
        "ENTTAG1-CAT-YC30956",
        "ENTTAG1-AUTOMAX-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：以移动采集和AI工作台协助持牌评估师签发住宅估价报告。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "B2B",
        "Proptech"
      ],
      "businessModel": "专业房产估价服务与工具；现场采集、评估师、人审及软件成本待拆"
    },
    {
      "id": "YC30957",
      "name": "Clad Labs",
      "url": "https://www.ycombinator.com/companies/clad-labs",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "汇总客户会话并调查问题，输出支持回复及工程交接。",
      "buyer": "客户支持及技术支持团队",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "保留客户运营。当前Clad支持调查与2025旧Chad IDE分期；官网所有回复需批准，旧每小时省15分钟明确为调查/观察非研究，不能外推当前客服效果或纯无人服务毛利。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30957",
        "OTHERTAG1-CAT-YC30957",
        "OTHERTAG1-CLAD-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：汇总客户会话并调查问题，输出支持回复及工程交接。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "Customer Success",
        "Customer Support"
      ],
      "businessModel": "客服调查软件；会话、后端接入、模型及人工审核成本待拆"
    },
    {
      "id": "YC30958",
      "name": "Absurd",
      "url": "https://www.ycombinator.com/companies/absurd",
      "cat": "C08",
      "year": 2025,
      "team": 10,
      "location": "Los Angeles, CA",
      "business": "为使用AI的电影团队提供在线制作白板及协作画布。",
      "buyer": "AI影视制作及广告创作团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留创意交付；旧广告代制与现画布分开，视频播放量不等收入。Kalshi作品并不证明平台订阅或全部制作成本已核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30958",
        "CONSUMER-CAT-YC30958"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为使用AI的电影团队提供在线制作白板及协作画布。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Generative AI",
        "Entertainment",
        "Video",
        "Media",
        "Marketing"
      ],
      "businessModel": "视频制作协作软件，兼内容制作服务；两类合同待拆"
    },
    {
      "id": "YC30960",
      "name": "Metorial",
      "url": "https://www.ycombinator.com/companies/metorial",
      "cat": "C03",
      "year": 2025,
      "team": 4,
      "location": "Vienna, Austria",
      "business": "连接和托管MCP工具，为员工、Agent及AI客户端提供权限治理和追踪。",
      "buyer": "企业AI平台与Agent开发团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "Magic MCP集成数量、冷启动速度、部署数与可用性均为自述；不把接入量、旧公司项目或客户融资当收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30960",
        "AGENT-CAT-YC30960"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：连接和托管MCP工具，为员工、Agent及AI客户端提供权限治理和追踪。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [],
      "businessModel": "MCP部署、工具连接及运行平台；合同与具体收费未核"
    },
    {
      "id": "YC30962",
      "name": "Denki",
      "url": "https://www.ycombinator.com/companies/denki",
      "cat": "C05",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "自动处理企业内审计划、证据收集、控制测试及底稿。",
      "buyer": "跨行业企业SOX及内部审计团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "移企业通用工作；99%软件/1%服务是自述，未核收入及交付人力构成。法规及审计追溯不等已核审计有效性，不把行业2900亿支出当营收。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30962",
        "INDUSTRY4-CAT-YC30962"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：自动处理企业内审计划、证据收集、控制测试及底稿。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [
        "FinOps",
        "Compliance",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "通用内审软件加服务；控制、流程、许可与实施费待拆"
    },
    {
      "id": "YC30963",
      "name": "Teaflask",
      "url": "https://www.ycombinator.com/companies/teaflask",
      "cat": "C03",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "公司简介：Make your product AI native by tomorrow.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30963"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：为SaaS嵌入Agent并处理运行恢复、扩缩容和护栏，主营Agent开发设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC30966",
      "name": "Karumi",
      "url": "https://www.ycombinator.com/companies/karumi",
      "cat": "C06",
      "year": 2025,
      "team": 6,
      "location": null,
      "business": "在潜在客户视频通话中自动进行个性化产品演示。",
      "buyer": "销售、产品营销及获客团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从个人应用移客户收入运营；虚拟演示用户和客户错失商机不当公司收入。自动转化与多语言能力未独立核，不据Waymo比喻归实体机器人。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30966",
        "CONSUMER-CAT-YC30966"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：在潜在客户视频通话中自动进行个性化产品演示。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [],
      "businessModel": "销售演示Agent及自助Demo软件；订阅、通话及服务费待核"
    },
    {
      "id": "YC30967",
      "name": "Perseus",
      "url": "https://www.ycombinator.com/companies/perseus",
      "cat": "C04",
      "year": 2025,
      "team": 4,
      "location": "Bengaluru, India",
      "business": "为编码Agent并行检索代码文件、符号及依赖，选择修改前的代码上下文。",
      "buyer": "编码Agent开发及软件工程团队",
      "delivery": "已读YC当前主营及相关发布节选；部分另核官网及Freya公开模型材料。实际合同及财务待核。",
      "notes": "移软件开发；当前首产品是代码上下文，旧Mantle后勤自动化分开。不据Applied Lab归基础模型，Mythos/Opus能力比喻未在相同基准复测。 原成立年和团队仍为YC发现快照；新旧产品分开，不由转型推新公司成立。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30967",
        "ENTERPRISE2-CAT-YC30967"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为编码Agent并行检索代码文件、符号及依赖，选择修改前的代码上下文。 按买家及具体交付分类；官网差异和旧业务分期，模式与主体边界待核。",
      "directoryTags": [
        "Genetic Engineering",
        "AI"
      ],
      "businessModel": "代码检索与上下文软件；查询、代码索引、模型及部署费待拆"
    },
    {
      "id": "YC30969",
      "name": "Lemma",
      "url": "https://www.ycombinator.com/companies/uselemma",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "持续监控AI代理生产工具调用、上下文丢失及循环等故障。",
      "buyer": "代理应用开发及运维团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "移Agent设施，旧持续学习和现故障监控分期。40%退化背景与前雇主两倍效果非当前独立测试，前公司采用和自身收入分开。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30969",
        "DEVTAG1-CAT-YC30969"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：持续监控AI代理生产工具调用、上下文丢失及循环等故障。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "Analytics",
        "Infrastructure",
        "Monitoring",
        "AI"
      ],
      "businessModel": "Agent观测与评测设施；追踪、评测、模型用量及优化费用待拆"
    },
    {
      "id": "YC30970",
      "name": "Exonic",
      "url": "https://www.ycombinator.com/companies/exonic",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "研发具有情境响应特性的遗传治疗技术。",
      "buyer": "遗传治疗研发团队及药企，买家待核",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留生物医药研发，官网仅称AI适应性医学，AI具体机制与产品交付仍缺。未核临床阶段、疗效、授权或收入，不把研究目标当批准疗法。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30970",
        "INDUSTRY4-CAT-YC30970",
        "INDUSTRY4-EXONIC-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：研发具有情境响应特性的遗传治疗技术。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [],
      "businessModel": "专业医药研发；项目、许可、试验及专业人员成本待核"
    },
    {
      "id": "YC30972",
      "name": "Jarmin",
      "url": "https://www.ycombinator.com/companies/jarmin",
      "cat": "C05",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "为企业多类岗位执行任务，连接数据及业务系统。",
      "buyer": "跨职能企业团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留通用岗位交付；旧ML工程师切入与现多岗位分开，前雇主及20万招聘成本不是自身规模或收入。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30972",
        "ENTERPRISE3-CAT-YC30972"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业多类岗位执行任务，连接数据及业务系统。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "通用AI员工软件；任务、用量和实施费待拆"
    },
    {
      "id": "YC30977",
      "name": "Rovi Health",
      "url": "https://www.ycombinator.com/companies/rovi-health",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "New York City, NY",
      "business": "为雇主员工提供短信入口、虚拟诊所及就医导航协调。",
      "buyer": "雇主健康计划及员工",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留医疗服务，包含真实临床交付不全作软件。10至20%节省为自述，前Cedar数百万ARR及百万用户不归Rovi，临床结果、牌照和费用未核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30977",
        "INDUSTRY4-CAT-YC30977"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为雇主员工提供短信入口、虚拟诊所及就医导航协调。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [
        "Consumer Health Services",
        "Health Tech",
        "Digital Health",
        "Healthcare",
        "Health Insurance"
      ],
      "businessModel": "医疗服务加导航软件；合同、临床人员和按节省收费待拆"
    },
    {
      "id": "YC30981",
      "name": "Freeport Markets",
      "url": "https://www.ycombinator.com/companies/freeport-markets",
      "cat": "C09",
      "year": 2025,
      "team": 3,
      "location": "New York City, NY",
      "business": "为个人整合市场信息、交易想法和加密等资产交易入口。",
      "buyer": "个人及加密相关交易用户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "移个人应用，旧DeFi管理与现跨资产交易分期。无管理费不等没有其他费用，手续费、资产本金和投资收益非订阅ARR；许可、托管、真实成交及收益未核，未连接钱包。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30981",
        "INDUSTRY10-CAT-YC30981"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为个人整合市场信息、交易想法和加密等资产交易入口。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Fintech",
        "Crypto / Web3",
        "Investing",
        "Consumer Finance",
        "AI"
      ],
      "businessModel": "个人交易平台；交易、路由、收益与数据收费待核"
    },
    {
      "id": "YC30982",
      "name": "Boom AI",
      "url": "https://www.ycombinator.com/companies/boom-ai",
      "cat": "C06",
      "year": 2025,
      "team": 3,
      "location": "Mexico City, Mexico",
      "business": "用多渠道主动对话挽回流失用户并促进复购。",
      "buyer": "企业增长、留存及电商团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "移客户收入运营，旧电商增长与现多行业挽回分期。前五销售渠道、千倍触达及流失比例均为自述/背景，不作公司收入或实际增量归因，合同和人力待核。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30982",
        "INDUSTRY10-CAT-YC30982"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：用多渠道主动对话挽回流失用户并促进复购。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "B2B",
        "E-commerce",
        "SMB",
        "AI"
      ],
      "businessModel": "客户运营软件或服务；对话、渠道、实施及成果费用待拆"
    },
    {
      "id": "YC30986",
      "name": "The Hog",
      "url": "https://www.ycombinator.com/companies/the-hog",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "以统一API提供网页搜索、人员和公司数据、研究、抓取与信号监测。",
      "buyer": "Agent开发团队及GTM数据使用者",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "当前交付为API，旧GTM指挥台作为产品沿革；创始人把别家公司从900K到7M ARR的业绩不归The Hog。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30986",
        "AGENT-CAT-YC30986"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：以统一API提供网页搜索、人员和公司数据、研究、抓取与信号监测。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [],
      "businessModel": "按积分统一结算的数据/工具API；供应商成本和毛利待核"
    },
    {
      "id": "YC30987",
      "name": "Lightberry",
      "url": "https://www.ycombinator.com/companies/lightberry",
      "cat": "C10",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为现有机器人接入语音、交互及动作控制，使用户自然语言配置行为。",
      "buyer": "机器人制造商、集成商及机器人使用团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留机器人控制系统，未视为自造硬件。与Unitree等合作、情绪智能和完全自主均自述，产品舞台演示不等持续客户收入。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30987",
        "C10-FULL-YC30987"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为现有机器人接入语音、交互及动作控制，使用户自然语言配置行为。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Hard Tech",
        "Hardware",
        "Robotics",
        "Design",
        "Conversational AI"
      ],
      "businessModel": "机器人控制/交互软件与部署；许可、设备捆绑和支持费未核"
    },
    {
      "id": "YC30989",
      "name": "Bluma",
      "url": "https://www.ycombinator.com/companies/bluma",
      "cat": "C08",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "提供短视频广告生成、UGC样式、模板及节点画布编辑工作流。",
      "buyer": "内容创作、代理及品牌营销团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "从营销运营移创意制作，官网和新版发布重编辑与素材产出，未见替客户管理媒体预算。旧28k MRR为模糊时点自述，币种未给，不当当前平台MRR或ARR。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公司自述经营金额，旧发布、现产品及实际合同待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30989",
        "SALES-CAT-YC30989",
        "SALES-HOME-05",
        "SALES-LAUNCH-BLUMA"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：提供短视频广告生成、UGC样式、模板及节点画布编辑工作流。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "B2B",
        "Social Media",
        "Video",
        "Marketing",
        "Advertising"
      ],
      "businessModel": "视频生成/编辑软件；订阅、模型用量与服务费待核",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC当前公司及附载发布与官网关联；精确注册、全部签约实体和财务合并范围待核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读产品与相关技术自述，未打开模型/源码、运行或独立复测，不把生成效果或自研模型宣传当独立成绩。",
        "evidenceIds": [
          "SALES-CAT-YC30989",
          "SALES-LAUNCH-BLUMA"
        ]
      }
    },
    {
      "id": "YC30991",
      "name": "Forge Robotics",
      "url": "https://www.ycombinator.com/companies/forge-robotics",
      "cat": "C10",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "为工业机械臂提供视觉感知和控制系统，先从焊接自动化切入。",
      "buyer": "金属制造及工业生产团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留机器人应用；全流程把原材变成零件是路线图，不当已实现所有制造任务。客户返工、人工成本及盈利压力不是公司收入。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30991",
        "C10-FULL-YC30991"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为工业机械臂提供视觉感知和控制系统，先从焊接自动化切入。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Robotic Process Automation",
        "Robotics",
        "Industrial"
      ],
      "businessModel": "机器人焊接/加工系统与集成；设备、软件及作业收费待拆"
    },
    {
      "id": "YC30993",
      "name": "DiligenceSquared",
      "url": "https://www.ycombinator.com/companies/diligencesquared-inc",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "New York City, NY",
      "business": "为私募投资决策访谈专家并生成可追溯的市场尽调报告。",
      "buyer": "私募股权投资及交易尽调团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留投资研究；8基金合计2.4万亿AUM为客户资产，同行50万至百万报告费不当本公司定价或收入。自动可审计是自述，未核专家样本与报告准确率。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30993",
        "INDUSTRY4-CAT-YC30993"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为私募投资决策访谈专家并生成可追溯的市场尽调报告。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [
        "Analytics",
        "Market Research",
        "AI"
      ],
      "businessModel": "专业研究服务加AI；项目、访谈、数据和人力费用待拆"
    },
    {
      "id": "YC30995",
      "name": "Velvet",
      "url": "https://www.ycombinator.com/companies/velvet",
      "cat": "C02",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为交互及视听对话模型提供数据集、内容交付与模型合作。",
      "buyer": "AI实验室及训练或部署交互模型的消费者公司（官网目标客户）",
      "delivery": "公开样本提交与合作入口，条款说明内容任务及许可；实际数据交付和模型性能未独立核验。",
      "notes": "官网补足训练数据方向；未将交互模型宣传等同自研基础模型发布。页面模板中的收益$0.00不作为公司收入，创作者任务报酬与公司收入分开。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "数据、内容任务及合作合同询价；公开条款未列客户统一价格",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30995",
        "CLASS-VELVET-HOME",
        "CLASS-VELVET-TERMS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核：按面向模型团队的数据集与训练合作归C02；对话表现是任务方向，不能仅据模型一词归为自研基础模型或消费者聊天应用。",
      "directoryTags": [
        "Generative AI",
        "Data Engineering",
        "AI",
        "Conversational AI"
      ],
      "extraUrl": "https://velvetlab.ai/",
      "businessModel": "训练数据/内容许可与定制交付、模型合作；收入确认、净额/总额及经常性待核",
      "entityBasis": "YC指向velvetlab.ai；官网页脚和其链接条款均列Velvet Media, Inc.，条款含velvet.video；不与其他同名Velvet业务合并"
    },
    {
      "id": "YC30996",
      "name": "Axial",
      "url": "https://www.ycombinator.com/companies/axial",
      "cat": "C07",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "为几何计算、物理模拟及制造提供GPU计算内核。",
      "buyer": "计算工程及仿真开发团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "按当前工程内核保留专业软件；旧碳纤维制造单元与现软件分期，不能当仍交付原实物或销售通用AI算力。当前AI具体作用未确认，传统模具/设备价不是公司收入或现产品定价，官网不可读。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30996",
        "INDUSTRY10-CAT-YC30996",
        "INDUSTRY10-AXIAL-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为几何计算、物理模拟及制造提供GPU计算内核。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Manufacturing",
        "AI",
        "Industrial"
      ],
      "businessModel": "工程计算软件；内核许可、计算、集成及支持成本待核"
    },
    {
      "id": "YC30997",
      "name": "LunaBill",
      "url": "https://www.ycombinator.com/companies/lunabill",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "为医疗账单团队拨打保险索赔状态、追款和申诉跟进电话。",
      "buyer": "医疗机构及医疗账单结算团队",
      "delivery": "已读YC公司自述和发布帖；具体执行效果、合同和财务未独立验证。",
      "notes": "合同ARR76.4万与live revenue42.8万分开保存；剩余计划在2026年1月上线的历史措辞不能证明现在已上线。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公开量化声明或明确收入排除记录；商业成熟度待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-30997"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为医疗账单团队拨打保险索赔状态、追款和申诉跟进电话。 按主要买家与工作任务归类。",
      "directoryTags": [
        "Generative AI",
        "Health Tech",
        "Healthcare",
        "Healthcare IT",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "医疗保险电话Agent；合同、用量和实施收费拆分未知"
    },
    {
      "id": "YC31000",
      "name": "Vector Legal",
      "url": "https://www.ycombinator.com/companies/vector-legal",
      "cat": "C07",
      "year": 2026,
      "team": 9,
      "location": "San Francisco",
      "business": "由律师及助理配合软件提供创业公司法律服务。",
      "buyer": "科技创业公司及投资者",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留法律服务；官网区分Vector Legal PC法律服务与Vector Systems PBC平台，不能把两者收入直接合并。十三年经验、六成降价及执照均未独立核，AI草稿需律师审。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31000",
        "INDUSTRY4-CAT-YC31000",
        "INDUSTRY4-VECTOR-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：由律师及助理配合软件提供创业公司法律服务。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [],
      "businessModel": "律师事务所服务加软件；时费、成果费、月顾问及专业工时待拆"
    },
    {
      "id": "YC31001",
      "name": "Fastshot",
      "url": "https://www.ycombinator.com/companies/fastshot",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "Greece",
      "business": "以对话生成移动应用、后台及商店发布所需材料。",
      "buyer": "移动应用开发者及无代码创业用户",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "保留开发工具而非所生成的消费应用。官网Expo/多模型及一万builder自述不等独立质量或付费数，开发者所获订阅/广告收入不归Fastshot，商店审批及生产可靠性未核。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31001",
        "DEVTAG1-CAT-YC31001",
        "DEVTAG1-FASTSHOT-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：以对话生成移动应用、后台及商店发布所需材料。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "No-code",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "移动开发平台；生成用量、构建/托管、后台及支持费用待拆"
    },
    {
      "id": "YC31002",
      "name": "Clicks Health",
      "url": "https://www.ycombinator.com/companies/clicks-health",
      "cat": "C07",
      "year": 2025,
      "team": 8,
      "location": "San Francisco",
      "business": "为医疗机构及RCM团队自动执行账单及后台操作。",
      "buyer": "医疗收入运营公司及医疗机构",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留医疗行业，旧招聘和高管搜索后台发布分期。SOC2/HIPAA为自述，未取得独立报告；旧客户及行业成果不自动归当前产品。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31002",
        "INDUSTRY4-CAT-YC31002"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为医疗机构及RCM团队自动执行账单及后台操作。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [
        "Health Tech",
        "Healthcare",
        "Health Insurance",
        "AI"
      ],
      "businessModel": "医疗后台自动化；任务、实施、系统及人工升级费用待拆"
    },
    {
      "id": "YC31005",
      "name": "MarkIt",
      "url": "https://www.ycombinator.com/companies/markit",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "Atlanta, GA",
      "business": "为食品及化妆品品牌分析配方、包装和新市场合规材料。",
      "buyer": "消费品牌跨境及法规团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留产品监管专业应用；当前初始美国市场与旧泛贸易合规分期。market-ready标签是交付主张，不当监管批准或法律意见，准确性未核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31005",
        "INDUSTRY4-CAT-YC31005"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为食品及化妆品品牌分析配方、包装和新市场合规材料。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [
        "Workflow Automation",
        "Compliance",
        "Consumer Products",
        "AI"
      ],
      "businessModel": "产品合规软件加专业服务；产品、市场、文件和审核费待拆"
    },
    {
      "id": "YC31007",
      "name": "Zarna",
      "url": "https://www.ycombinator.com/companies/zarna",
      "cat": "C06",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "为私募中型市场BD团队管理CRM、寻找机会并准备会面资料。",
      "buyer": "私募交易拓展及投资BD团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "按当前BD获客及CRM移客户收入运营，非资产管理基金本身。创始人此前嵌入200亿私募机构是客户资产背景，不作Zarna收入，尽调及组合管理旧经历与现交付分开。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31007",
        "INDUSTRY10-CAT-YC31007"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为私募中型市场BD团队管理CRM、寻找机会并准备会面资料。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Investments",
        "AI"
      ],
      "businessModel": "客户关系与交易拓展软件；席位、数据、连接和实施费待拆"
    },
    {
      "id": "YC31009",
      "name": "Specific Labs",
      "url": "https://www.ycombinator.com/companies/specific-labs",
      "cat": "C02",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "取得真实公司经营资料和代码库以构建任务、训练及评测环境。",
      "buyer": "模型实验室及企业AI训练团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "移模型供给；旧Bear获推荐/营销产品分期。Real-SWE现25私有任务/18模型和每题五次为厂商研究，不当独立评测或自有基础模型能力；样本需申请，未取得私有数据或核授权。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31009",
        "ENTTAG1-CAT-YC31009",
        "ENTTAG1-SPECIFIC-HOME",
        "ENTTAG1-SPECIFIC-BENCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：取得真实公司经营资料和代码库以构建任务、训练及评测环境。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "Generative AI",
        "SaaS",
        "B2B"
      ],
      "businessModel": "企业数据与训练环境供给；许可、任务、验证、运行及支持费待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "机构、当前官网及公开产品材料对应；精确注册、签约及财务主体未独立核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读供应商Real-SWE1.1公开方法、任务示例和结果范围，私有样本须申请；未读取私有代码、复现或视为独立于供应商的测试。",
        "evidenceIds": [
          "ENTTAG1-CAT-YC31009",
          "ENTTAG1-SPECIFIC-HOME",
          "ENTTAG1-SPECIFIC-BENCH"
        ]
      }
    },
    {
      "id": "YC31013",
      "name": "Rivet",
      "url": "https://www.ycombinator.com/companies/rivet-design",
      "cat": "C04",
      "year": 2025,
      "team": null,
      "location": "San Francisco",
      "business": "把设计师对现有产品界面的视觉修改意图转成可审查代码。",
      "buyer": "产品设计与前端工程团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从创意移软件开发，产出为产品代码而非一般图片。当前设计探索与旧可直接修改并提交工作流并列，代码质量和实际合并未独立核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31013",
        "CONSUMER-CAT-YC31013"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：把设计师对现有产品界面的视觉修改意图转成可审查代码。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Design",
        "Design Tools",
        "AI"
      ],
      "businessModel": "可视化前端开发/修改工具；席位、模型和运行费用待核"
    },
    {
      "id": "YC31020",
      "name": "Mayflower",
      "url": "https://www.ycombinator.com/companies/mayflower",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为国际招聘流程整理签证材料、资格线索和律师表格。",
      "buyer": "企业国际招聘及移民法律团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留移民专业应用，HR入口不是通用HR全流程。eligibility检查未独立核，不当政府批准、法律服务资格或保证只出现合规候选。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31020",
        "INDUSTRY4-CAT-YC31020"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为国际招聘流程整理签证材料、资格线索和律师表格。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [
        "GovTech",
        "LegalTech",
        "Immigration"
      ],
      "businessModel": "移民合规软件；申请、连接、文档及律师审核费待拆"
    },
    {
      "id": "YC31022",
      "name": "Coasts",
      "url": "https://www.ycombinator.com/companies/coasts",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "为同项目多个git worktree提供隔离本地服务与运行环境。",
      "buyer": "并行开发及编码代理使用团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "保留开发环境，旧JSX Tool浏览器React IDE与现Coasts分期。隔离避免端口/数据冲突是自述，本轮未安装、启动容器或测试；不把本地工具当通用托管Agent服务。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31022",
        "DEVTAG1-CAT-YC31022"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：为同项目多个git worktree提供隔离本地服务与运行环境。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "Productivity",
        "Design",
        "Web Development"
      ],
      "businessModel": "本地开发运行工具；环境、数据库、资源及支持费用待核"
    },
    {
      "id": "YC31023",
      "name": "Standard Physics",
      "url": "https://www.ycombinator.com/companies/standard-physics",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "通过数值物理求解器进行流体仿真、设计搜索及建筑实时热控制。",
      "buyer": "硬件、能源、建筑及数据中心工程团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从创意移专业工程；Standard Physics原Inviscid AI，现Reynolds/Archimedes/Inviscid产品线分开。节能、千倍速度和大合同为自述，无收入金额；官网失败留缺。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31023",
        "CONSUMER-CAT-YC31023",
        "CONSUMER-HOME-04"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：通过数值物理求解器进行流体仿真、设计搜索及建筑实时热控制。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [],
      "businessModel": "工程软件与按设计成果收费服务，另有实时控制；合同及算力成本待拆"
    },
    {
      "id": "YC31025",
      "name": "ClaimGlide",
      "url": "https://www.ycombinator.com/companies/claimglide",
      "cat": "C07",
      "year": 2025,
      "team": 1,
      "location": "Seattle, WA",
      "business": "为私人诊所处理医疗事先授权。",
      "buyer": "私人医疗机构及授权团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "简介短暂留医疗专业工作，端到端、更便宜更准为自述。未核支付方接受、授权成功率、实际人工和收费。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31025",
        "INDUSTRY4-CAT-YC31025"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为私人诊所处理医疗事先授权。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [
        "Digital Health",
        "Healthcare",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "医疗授权软件或服务；申请、连接和人工成本待核"
    },
    {
      "id": "YC31030",
      "name": "Haladir",
      "url": "https://www.ycombinator.com/companies/haladir",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "结合仓储、运输及ERP数据优化物流计划并执行工作流。",
      "buyer": "物流、分销及制造运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留物流行业，官网Nomos优化与Talon执行分工清楚。operational superintelligence是宣传，不归基础模型；写回和例外升级未运行核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31030",
        "INDUSTRY4-CAT-YC31030",
        "INDUSTRY4-HALADIR-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：结合仓储、运输及ERP数据优化物流计划并执行工作流。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [
        "Logistics",
        "Supply Chain",
        "Operations",
        "AI"
      ],
      "businessModel": "物流规划执行软件；优化、流程、系统和部署成本待拆"
    },
    {
      "id": "YC31036",
      "name": "Mantis",
      "url": "https://www.ycombinator.com/companies/mantis",
      "cat": "C10",
      "year": 2025,
      "team": 3,
      "location": "New York City, NY",
      "business": "公司简介：Digital Twins of humans",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31036"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：将语言模型与高保真物理仿真结合构建人类行为数字孪生，属于实体仿真。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31046",
      "name": "Linzumi",
      "url": "https://www.ycombinator.com/companies/linzumi",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "通过团队聊天发起、监督和审阅多编码Agent任务，并共享需求及决策。",
      "buyer": "使用编码Agent的软件团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留工程协作工具；编码Agent是用户已有执行器，非据聊天功能归客服。免费模型访问、千Agent愿景和创始人旧研究不当付费或已实现规模。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31046",
        "C04-CAT-YC31046"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：通过团队聊天发起、监督和审阅多编码Agent任务，并共享需求及决策。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "Chat",
        "AI"
      ],
      "businessModel": "工程协作工作台与Agent调度界面；席位、模型及算力收费待拆"
    },
    {
      "id": "YC31048",
      "name": "FullSeam",
      "url": "https://www.ycombinator.com/companies/fullseam",
      "cat": "C05",
      "year": 2026,
      "team": 3,
      "location": null,
      "business": "为企业处理应付、应收及对账等会计工作。",
      "buyer": "跨行业企业内部财务团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "移企业通用财务；前TaxProper每年十亿客户税款及被收购经历不归FullSeam收入或退出。自动处理和系统外任务比例未核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31048",
        "INDUSTRY4-CAT-YC31048"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业处理应付、应收及对账等会计工作。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [],
      "businessModel": "通用会计自动化；单据、任务、实施和服务费用待拆"
    },
    {
      "id": "YC31051",
      "name": "Corvera",
      "url": "https://www.ycombinator.com/companies/corvera",
      "cat": "C06",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "整合分销及零售数据，为消费品品牌生成每日销售行动、外联及跟进。",
      "buyer": "消费品品牌销售负责人及经营者",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留销售功能，旧后勤库存应用与现销售切入分开。客户250000机会、2000万品牌销售和7倍替代分析师效果非Corvera收入，620万融资及同行35亿也排除。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31051",
        "SALES-CAT-YC31051"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：整合分销及零售数据，为消费品品牌生成每日销售行动、外联及跟进。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "SaaS",
        "Consumer",
        "B2B",
        "Data Engineering",
        "AI"
      ],
      "businessModel": "行业销售决策与执行软件；平台、数据和实施费用待核"
    },
    {
      "id": "YC31057",
      "name": "Valgo",
      "url": "https://www.ycombinator.com/companies/valgo",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为保险公司模拟自动驾驶及机器人任务的损失风险。",
      "buyer": "保险定价及风险模型团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留保险专业分析，不据foundational layer归基础模型。模拟损失不是实际索赔或保险收入，前公司50亿并购及FAA认证旧项目不归Valgo资质。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31057",
        "INDUSTRY4-CAT-YC31057"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为保险公司模拟自动驾驶及机器人任务的损失风险。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [],
      "businessModel": "专业风险分析模型软件；模型、数据、项目及专家成本待拆"
    },
    {
      "id": "YC31063",
      "name": "Clara",
      "url": "https://www.ycombinator.com/companies/clara-2",
      "cat": "C07",
      "year": 2025,
      "team": 9,
      "location": "San Francisco",
      "business": "公司简介：AI primary care doctor",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31063"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：提供有人工医生审核的AI基层医疗及健康服务，属于医疗应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31064",
      "name": "Origin",
      "url": "https://www.ycombinator.com/companies/origin-bio",
      "cat": "C02",
      "year": 2025,
      "team": 8,
      "location": "San Francisco",
      "business": "生产并许可患者来源肿瘤数据，用于药企分析及AI模型研究。",
      "buyer": "药企及AI生物模型研发团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "按当前数据供给移C02，兼医药科研客户；旧疗法研发定位分期。自营实验室、患者许可和模型效果未独立核，官网药品营收表不是Origin收入。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31064",
        "INDUSTRY4-CAT-YC31064",
        "INDUSTRY4-ORIGIN-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：生产并许可患者来源肿瘤数据，用于药企分析及AI模型研究。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [
        "AI-powered Drug Discovery",
        "Biotech",
        "AI"
      ],
      "businessModel": "模型及科研数据供给；数据许可、实验室、样本和专业审核成本待拆"
    },
    {
      "id": "YC31066",
      "name": "Payna",
      "url": "https://www.ycombinator.com/companies/payna",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：AI Licensing Agent for Regulated Industries",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31066"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：为受监管企业处理许可申请、续期和监管沟通，属于专业合规应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31076",
      "name": "Imperfect",
      "url": "https://www.ycombinator.com/companies/imperfect",
      "cat": "C09",
      "year": 2026,
      "team": 5,
      "location": "San Francisco",
      "business": "为跑步、骑行及铁三个人用户动态调整训练、恢复和营养。",
      "buyer": "运动训练个人用户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "移个人健康运动应用，不据医疗/健康标签归机构服务。适应性、成绩和营养效果未独立核，不能当医疗建议或临床验证，实际套餐和付费未知。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31076",
        "INDUSTRY10-CAT-YC31076"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为跑步、骑行及铁三个人用户动态调整训练、恢复和营养。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Digital Health",
        "Health & Wellness",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "个人训练软件；订阅、设备接入、教练及支持费用待核"
    },
    {
      "id": "YC31077",
      "name": "Panta",
      "url": "https://www.ycombinator.com/companies/panta",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "由经纪人员及AI内部流程为企业配置复杂保险。",
      "buyer": "商业保险客户及特殊风险企业",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留保险行业，不把AI-native当纯SaaS。牌照与实际合同未核，1250亿E&S保费为行业规模，不能乘假设份额估平台ARR。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31077",
        "INDUSTRY4-CAT-YC31077"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：由经纪人员及AI内部流程为企业配置复杂保险。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [],
      "businessModel": "保险经纪服务；佣金、服务、保费转付及人工待拆"
    },
    {
      "id": "YC31082",
      "name": "Quotient Labs",
      "url": "https://www.ycombinator.com/companies/quotient-labs",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "在编码工具之上优化上下文、工具调用及token使用，降低模型调用成本。",
      "buyer": "高用量编码Agent及模型应用团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "从代码生产移模型优化设施；Fermat’s Last Token是产品名，47%降费与无质量损失为自建测试自述，不是客户ROI已验证或公司收入。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31082",
        "C04-CAT-YC31082"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：在编码工具之上优化上下文、工具调用及token使用，降低模型调用成本。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "SaaS",
        "AI"
      ],
      "businessModel": "模型上下文与调用优化层；许可、代理用量及节省分成未核"
    },
    {
      "id": "YC31083",
      "name": "Kita",
      "url": "https://www.ycombinator.com/companies/kita",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为新兴市场贷款机构整理申请、核验财务材料并提供风险信号。",
      "buyer": "贷款机构信贷及风控团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留金融信贷应用；偿还反馈学习与更好决策是自述，未核实际效果或公平性。贷款金额、客户回款和旧雇主用户不作供应商收入。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31083",
        "INDUSTRY4-CAT-YC31083"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为新兴市场贷款机构整理申请、核验财务材料并提供风险信号。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [
        "Fintech",
        "Computer Vision",
        "Lending",
        "Emerging Markets"
      ],
      "businessModel": "贷款运营软件；申请、验证、数据和部署费用待拆"
    },
    {
      "id": "YC31086",
      "name": "Prescience, Inc.",
      "url": "https://www.ycombinator.com/companies/prescience-inc",
      "cat": "C07",
      "year": 2026,
      "team": 5,
      "location": "San Francisco",
      "business": "为雇主组织健康福利、保险方案及运营服务。",
      "buyer": "雇主健康计划及员工福利团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留医疗保险服务；仅省钱时收费为发布自述，具体合同未核。官网87.5万节省、零免赔及员工报价示例不当收入、普遍价格或独立医疗效果，payer/provider愿景分期。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31086",
        "INDUSTRY4-CAT-YC31086",
        "INDUSTRY4-PRESCIENCE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为雇主组织健康福利、保险方案及运营服务。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [
        "B2B",
        "Health Insurance",
        "Insurance"
      ],
      "businessModel": "健康计划和保险服务；保费、行政、按节省收费及医疗成本待拆"
    },
    {
      "id": "YC31087",
      "name": "Lucent",
      "url": "https://www.ycombinator.com/companies/lucent",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：AI that automatically improves products from user behavior",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31087"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：分析用户会话并发现软件缺陷和交互问题，属于软件产品研发。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31088",
      "name": "RunAnywhere",
      "url": "https://www.ycombinator.com/companies/runanywhere",
      "cat": "C02",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "提供开放权重模型云端、BYOC、本地及设备侧推理栈与SDK。",
      "buyer": "模型部署及实时AI应用开发团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留推理设施；旧设备侧SDK与Wally现主营一并注明。引用Artificial Analysis的速度是公司转述，本轮未独立核榜单或运行测试；免费积分非收入。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31088",
        "C02-FULL-YC31088"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：提供开放权重模型云端、BYOC、本地及设备侧推理栈与SDK。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Developer Tools",
        "Open Source",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "Wally按token托管推理、专属部署和设备SDK；各产品收入待拆"
    },
    {
      "id": "YC31089",
      "name": "Lance",
      "url": "https://www.ycombinator.com/companies/lance",
      "cat": "C06",
      "year": 2026,
      "team": 10,
      "location": "San Francisco",
      "business": "为酒店处理电话、销售、客人请求及软件内操作。",
      "buyer": "酒店客户及预订运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "以电话与销售运营归C06；50酒店及品牌为采用自述，非付费数或收入。CUA为实现方式，不归通用Agent设施，官网本次403。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31089",
        "ENTERPRISE3-CAT-YC31089",
        "ENTERPRISE3-LANCE-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为酒店处理电话、销售、客人请求及软件内操作。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "酒店客户运营软件；通话、流程、集成及人工服务待拆"
    },
    {
      "id": "YC31090",
      "name": "Docura Health",
      "url": "https://www.ycombinator.com/companies/docura-health",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "为工伤评估和医法团队整理医疗记录、时间线及报告。",
      "buyer": "医法评估、理赔及法律团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留医法行业；合规摘要和更快和解为主张，未核法律/医疗资质。同行40%案件收入及医生增收不归Docura收入，软件和专业服务范围待核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31090",
        "INDUSTRY4-CAT-YC31090"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为工伤评估和医法团队整理医疗记录、时间线及报告。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [],
      "businessModel": "专业记录软件与医法服务；案件、页数、报告及人审成本待拆"
    },
    {
      "id": "YC31098",
      "name": "10x Science",
      "url": "https://www.ycombinator.com/companies/10x-science",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "用AI分析蛋白质治疗候选的表征资料以支持药物研发。",
      "buyer": "药企科学家及生物药研发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "按科学表征工作移行业应用，模型研发为实现，不推已发布通用基础模型。企业商业牵引无收入数字，15万月节省及每天百万临床延误是客户/行业价值，非10x Science营收或临床批准。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31098",
        "ENTTAG1-CAT-YC31098",
        "ENTTAG1-TENX-ACCESS",
        "ENTTAG1-TENX-SAVING"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：用AI分析蛋白质治疗候选的表征资料以支持药物研发。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Biotech",
        "AI"
      ],
      "businessModel": "生命科学专业分析软件；数据、实验连接、专家及支持费用待拆"
    },
    {
      "id": "YC31100",
      "name": "Sentrial",
      "url": "https://www.ycombinator.com/companies/sentrial",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：Datadog for Agent Reliability",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31100"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：监控生产Agent的循环、幻觉和用户体验并给出修复建议，属于Agent可观测设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31102",
      "name": "Fuchsia",
      "url": "https://www.ycombinator.com/companies/fuchsia",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "用AI辅助硬件认证要求、技术文件、测试计划和实验室协调。",
      "buyer": "机器人、医疗设备及IoT硬件团队",
      "delivery": "内部专家与合作实验室提供认证测试服务；自动化与人工收入待拆分",
      "notes": "Noetic为页面保留的旧发布名；没有独立性能或合规效果验证。 收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31102",
        "PHYSICAL-CAT-YC31102"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营与长简介：用AI辅助硬件认证要求、技术文件、测试计划和实验室协调。 按交付对象与任务分类，行业买家或创始人经历不直接等于机器人整机研发。",
      "directoryTags": []
    },
    {
      "id": "YC31104",
      "name": "Cofia",
      "url": "https://www.ycombinator.com/companies/cofia",
      "cat": "C05",
      "year": 2026,
      "team": 3,
      "location": "New York City, NY",
      "business": "公司简介：AI automations that implement themselves",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31104"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：学习团队内部运营并自动化工作流，属于企业通用工作。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31107",
      "name": "BaseFrame",
      "url": "https://www.ycombinator.com/companies/baseframe",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "以桌面历史工作资料发现团队可自动化的流程，并交给其他工具执行。",
      "buyer": "企业运营及自动化负责人",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留流程发现；本地模型及隐私为自述，旧Clam语义防火墙、硬件设计发布分开，不当现交付或独立性能。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31107",
        "ENTERPRISE3-CAT-YC31107"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以桌面历史工作资料发现团队可自动化的流程，并交给其他工具执行。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "流程发现软件；席位、部署及服务费待核"
    },
    {
      "id": "YC31109",
      "name": "Beacon Health",
      "url": "https://www.ycombinator.com/companies/beacon-health",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "在基层医疗EHR中处理预防筛查、授权、转诊及风险编码工作。",
      "buyer": "基层医疗机构及价值医疗运营方",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移行业医疗工作；翻倍客户诊所收入、覆盖两亿美国人等不归Beacon收入或实际患者数。W26批次不改2025成立快照。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31109",
        "ENTERPRISE3-CAT-YC31109"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：在基层医疗EHR中处理预防筛查、授权、转诊及风险编码工作。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "医疗运营软件与实施；患者、任务、合同及人工成本待拆"
    },
    {
      "id": "YC31111",
      "name": "Envariant",
      "url": "https://www.ycombinator.com/companies/envariant",
      "cat": "C03",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "提供用于分析和控制模型行为的可解释性与推理SDK。",
      "buyer": "基础模型开发和应用研究团队",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；已做主营分类人工复核，收入、定价和技术能力仍未逐一核验。只核业务，SDK可用性、验证效果、实验成本与收入未独立核实。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31111",
        "MODEL-CAT-YC31111"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：主营为模型行为分析和控制SDK，归开发评估设施C03，不据模型关键词归C01。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31113",
      "name": "CellType",
      "url": "https://www.ycombinator.com/companies/celltype",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "New York City, NY",
      "business": "以生物模型和计算平台辅助药物筛选、安全及临床转化。",
      "buyer": "药企及药物研发团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留药物研发应用，AI-agent drug company与现平台分期。Cell2Sentence论文及DeepMind合作是底层架构线索，未核公司当前成果或临床疗效；三验证命中不等获批药物。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31113",
        "INDUSTRY4-CAT-YC31113",
        "INDUSTRY4-CELLTYPE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以生物模型和计算平台辅助药物筛选、安全及临床转化。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [],
      "businessModel": "药物研发软件及研究合作；模型、实验、部署与许可费用待拆"
    },
    {
      "id": "YC31114",
      "name": "Piris Labs",
      "url": "https://www.ycombinator.com/companies/pirislabs",
      "cat": "C02",
      "year": 2025,
      "team": 8,
      "location": "San Francisco",
      "business": "公司简介：The Networking Layer of AI",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31114"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：为AI计算芯片开发光子网络，提高训练和推理的计算利用率。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Hard Tech",
        "Hardware",
        "Infrastructure",
        "AI"
      ]
    },
    {
      "id": "YC31117",
      "name": "Cignara",
      "url": "https://www.ycombinator.com/companies/cignara",
      "cat": "C06",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "为大型B2C企业自动处理语音/聊天销售、支持及遗留系统工作流。",
      "buyer": "企业客户服务及销售团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留客户运营；全收入周期和LG等使用为自述，不把客户销售提升当收入。B2C是客户业务类型，不等消费者个人应用。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31117",
        "SALES-CAT-YC31117"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为大型B2C企业自动处理语音/聊天销售、支持及遗留系统工作流。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [],
      "businessModel": "企业客户运营软件与部署；通话、会话、实施及服务合同待拆"
    },
    {
      "id": "YC31118",
      "name": "/dev/fast",
      "url": "https://www.ycombinator.com/companies/devfast",
      "cat": "C04",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "以交互画布呈现代码、差异和Agent轨迹，支持软件设计及审查。",
      "buyer": "软件设计及代码评审团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留开发工具；现Whiteboard、旧Review及Carson办公Agent发布分开，不新增公司或将旧办公使用当现代码工具收入。开源和安全宣传未在本轮代码核验。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31118",
        "C04-CAT-YC31118"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：以交互画布呈现代码、差异和Agent轨迹，支持软件设计及审查。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools"
      ],
      "businessModel": "代码设计与评审桌面工具；开源/商业许可及托管收费待核"
    },
    {
      "id": "YC31121",
      "name": "Avoice",
      "url": "https://www.ycombinator.com/companies/avoice",
      "cat": "C07",
      "year": 2025,
      "team": 7,
      "location": "San Francisco",
      "business": "为建筑事务所管理项目、规格文书、质量检查及施工阶段文件。",
      "buyer": "建筑设计及AEC专业团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移建筑专业工作；3亿项目价值非公司收入，创始人旧涂料1500万及教育项目100万ARR排除，客户数百人规模不当本公司团队。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31121",
        "ENTERPRISE3-CAT-YC31121"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为建筑事务所管理项目、规格文书、质量检查及施工阶段文件。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "行业工作软件；许可、项目、文档与实施费用待拆"
    },
    {
      "id": "YC31127",
      "name": "Tepali",
      "url": "https://www.ycombinator.com/companies/tepali",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "New York City, NY",
      "business": "为医疗美容及健康诊所提供病历、前台、支付和营销管理。",
      "buyer": "医疗美容及健康诊所",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留诊所全流程，预约获客为模块而非全部业务。前PJT300亿并购及Rilla经历不归Tepali收入或交易规模，医疗合规和实测效果未核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31127",
        "INDUSTRY4-CAT-YC31127"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为医疗美容及健康诊所提供病历、前台、支付和营销管理。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [],
      "businessModel": "诊所运营软件；地点、许可、支付、模型和实施成本待拆"
    },
    {
      "id": "YC31128",
      "name": "Cumulus Labs",
      "url": "https://www.ycombinator.com/companies/cumulus-labs",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "整合模型路由、缓存、评测、微调及推理引擎，并提供GPU部署资源。",
      "buyer": "生产AI产品工程及模型平台团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留模型基础设施；旧多租户资源聚合与现自述Grace GPU栈分开，不由宣传推定自有资产、已付费规模或性能。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31128",
        "C02-FULL-YC31128"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：整合模型路由、缓存、评测、微调及推理引擎，并提供GPU部署资源。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [],
      "businessModel": "GPU云、统一推理平台及优化服务；资源计费与合同待核"
    },
    {
      "id": "YC31129",
      "name": "Verdex",
      "url": "https://www.ycombinator.com/companies/verdex",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "以卫星影像及天气资料辅助保险资产核验和理赔。",
      "buyer": "农业等保险机构及理赔团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留保险专业工作；11%美国农田为覆盖自述，不当付费客户或收入。监管上月更新是历史发布用语，本轮未核原文，不沿访问日解释成现行许可或即时赔付已实现。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31129",
        "INDUSTRY4-CAT-YC31129"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以卫星影像及天气资料辅助保险资产核验和理赔。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [],
      "businessModel": "保险核验软件；地块、数据、案件和专业审核费待拆"
    },
    {
      "id": "YC31130",
      "name": "AutoSitu",
      "url": "https://www.ycombinator.com/companies/autositu",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "为城市和建筑工程团队分析开发计划、规范及项目风险。",
      "buyer": "公共机构、建筑师、工程及开发团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "保留建筑专业规划，人员负责关键决定。10万至40万避免持有成本及设计费毛利是客户潜在价值，非AutoSitu收入；规范判断、审批加速和旧雇主成本下降未独立核。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31130",
        "INDUSTRY10-CAT-YC31130"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为城市和建筑工程团队分析开发计划、规范及项目风险。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Real Estate",
        "Construction"
      ],
      "businessModel": "建筑规划软件与实施；项目、连接、专家审核和服务费待拆"
    },
    {
      "id": "YC31131",
      "name": "Zatanna",
      "url": "https://www.ycombinator.com/companies/zatanna",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：Building the infrastructure for AI to interact with software",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31131"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：将软件底层动作转成Agent可读写API，属于Agent工具连接设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31132",
      "name": "MouseCat",
      "url": "https://www.ycombinator.com/companies/mousecat",
      "cat": "C05",
      "year": 2026,
      "team": 6,
      "location": "New York City, NY",
      "business": "为企业监测可疑活动并自动调查欺诈及合规风险。",
      "buyer": "跨行业企业风险及合规团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "移跨行业企业风控，未仅服务银行。Fortune500与实时模型是自述，不把降低损失当平台收入或已证控制有效，人工决策边界未核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31132",
        "INDUSTRY4-CAT-YC31132"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业监测可疑活动并自动调查欺诈及合规风险。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [
        "Compliance",
        "Fraud Detection"
      ],
      "businessModel": "通用企业风险软件；事件、案件、数据和部署费待拆"
    },
    {
      "id": "YC31133",
      "name": "Skillsync",
      "url": "https://www.ycombinator.com/companies/skillsync",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "检索及转移不同编码Agent的会话历史和工具上下文。",
      "buyer": "使用多种编码Agent的开发团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移Agent设施；号称完整携带推理及所有工具记录未独立测，txcript开源声明本轮未开源码，不提升技术等级。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31133",
        "ENTERPRISE3-CAT-YC31133"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：检索及转移不同编码Agent的会话历史和工具上下文。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "AIOps",
        "Developer Tools",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "Agent会话及上下文设施；许可、同步和存储收费待核"
    },
    {
      "id": "YC31137",
      "name": "Luel",
      "url": "https://www.ycombinator.com/companies/luel",
      "cat": "C02",
      "year": 2025,
      "team": 12,
      "location": "San Francisco",
      "business": "按规格组织多模态数据采集，并许可已完成的训练数据集。",
      "buyer": "模型训练、语音及机器人研发团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留训练数据设施；权利清理与交付速度为自述，未逐项审同意书、许可链及实际交付合同。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31137",
        "C02-FULL-YC31137"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：按规格组织多模态数据采集，并许可已完成的训练数据集。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [],
      "businessModel": "定制采集项目与现货数据许可；贡献者支付、复用权和净收入待拆"
    },
    {
      "id": "YC31138",
      "name": "Aemon",
      "url": "https://www.ycombinator.com/companies/aemon",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "在企业代码及研究上下文中定义评估、运行实验并优化算法和技术方案。",
      "buyer": "软件研发及技术研究团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "按代码及实验优化交付归软件研发；官网含工程师共建评估，不当纯无人SaaS。圆堆积世界纪录及小于10美元算力是自述，未核解或复测，不是收入。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31138",
        "ENTERPRISE3-CAT-YC31138",
        "ENTERPRISE3-AEMON-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：在企业代码及研究上下文中定义评估、运行实验并优化算法和技术方案。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "研发软件与前置工程服务；研究运行、算力和专家工时待拆"
    },
    {
      "id": "YC31139",
      "name": "Ashr",
      "url": "https://www.ycombinator.com/companies/ashr",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "提供企业开放权重模型的后训练、托管、可观测及持续学习平台。",
      "buyer": "企业模型及AI平台团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移模型基础设施，旧Agent生产环境模拟发布分开。降低token成本不是公司收入，不因自建模型平台就认定出售基础模型。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31139",
        "ENTERPRISE3-CAT-YC31139"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：提供企业开放权重模型的后训练、托管、可观测及持续学习平台。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Deep Learning",
        "Generative AI",
        "Reinforcement Learning",
        "Data Engineering",
        "AI"
      ],
      "businessModel": "模型训练运行设施；算力、托管、优化和实施费待拆"
    },
    {
      "id": "YC31140",
      "name": "CodeWisp",
      "url": "https://www.ycombinator.com/companies/codewisp",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "根据自然语言生成并发布可玩的Web游戏代码、结构与素材。",
      "buyer": "游戏构建者及无编程经验的创作者",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从个人游戏应用移软件生成，主要交付是构建可发布游戏。与面向玩家的娱乐Feed分开，生成速度及市场规模不作收入。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31140",
        "CONSUMER-CAT-YC31140"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：根据自然语言生成并发布可玩的Web游戏代码、结构与素材。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [],
      "businessModel": "游戏应用生成平台；模型用量、发布及订阅费用待核"
    },
    {
      "id": "YC31141",
      "name": "OctaPulse",
      "url": "https://www.ycombinator.com/companies/octapulse",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "Frisco, TX",
      "business": "为鱼场及水产加工提供逐鱼表型测量与视觉数字孪生，机器人单元另在试点选址。",
      "buyer": "水产养殖、育种及加工企业",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从机器人制造移当前水产专业应用。六位数年合同与付费试点描述的覆盖关系未核，不等已确认收入或ARR；当前机器人试点选址不当已量产，行业规模与客户效益排除。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "公司自述有部署、年合同及付费试点，机器人单元尚在选择试点；实际收入未核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31141",
        "C10-FULL-YC31141",
        "C10-CURRENT-HOME-YC31141",
        "OCTAPULSE-CONTRACT-LAUNCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为鱼场及水产加工提供逐鱼表型测量与视觉数字孪生，机器人单元另在试点选址。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [],
      "businessModel": "行业视觉软件、相机部署与试点服务，另有机器人路线图；合同拆分待核",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "同一YC页当前产品、OctaPulse官网及Riverence合同发布关联；未核精确注册主体、签约实体或回款。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读视觉表型、数字孪生及机器人路线图自述；未运行系统或独立复测95%以上精度和逐鱼检查提速，不把性能宣传当第三方测评。",
        "evidenceIds": [
          "C10-FULL-YC31141",
          "OCTAPULSE-CONTRACT-LAUNCH"
        ]
      }
    },
    {
      "id": "YC31145",
      "name": "RamAIn",
      "url": "https://www.ycombinator.com/companies/ramain",
      "cat": "C05",
      "year": 2025,
      "team": 7,
      "location": "San Francisco",
      "business": "培训可操作企业浏览器及桌面应用的AI员工，自动完成跨系统业务任务。",
      "buyer": "采购、财务、保险等企业运营团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力移企业通用工作；买家是运营团队而非主要出售开发者运行环境，多个行业案例不分别新增公司，安全及速度未独立核。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31145",
        "C02-FULL-YC31145"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：培训可操作企业浏览器及桌面应用的AI员工，自动完成跨系统业务任务。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Robotic Process Automation",
        "Automation",
        "AI"
      ],
      "businessModel": "企业流程自动化及部署支持；席位、任务及服务收费未核"
    },
    {
      "id": "YC31146",
      "name": "Moritz",
      "url": "https://www.ycombinator.com/companies/moritz",
      "cat": "C07",
      "year": 2025,
      "team": 10,
      "location": "Oslo, Norway",
      "business": "由律师配合AI为企业交付合同及其他复杂法律事项。",
      "buyer": "企业法务及运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留法律服务，律师审核是必要交付。经手30亿交易不是律师费或Moritz收入；旧750客户引语、现250至2500报价和实际收款分开，900万融资排除。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网原文250至2500/事项，商业合同750起、批量250起；预先固定价。实际合同、币种、律师工时和回款待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31146",
        "INDUSTRY4-CAT-YC31146",
        "INDUSTRY4-MORITZ-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：由律师配合AI为企业交付合同及其他复杂法律事项。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [],
      "businessModel": "律师事务所服务；按文档/事项固定费，专业工时及软件成本待拆"
    },
    {
      "id": "YC31147",
      "name": "Salus",
      "url": "https://www.ycombinator.com/companies/salus",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "在代理行动前按证据缓存、政策和保护规则验证及阻止调用。",
      "buyer": "Agent应用及安全团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/公开材料另列，实际付费、财务与能力待核。",
      "notes": "移Agent运行设施。58%被阻止动作恢复成功为自测且条件样本，不等全任务成功率；运行时检查不保证不会违规，退款损失示例不是公司营收。 原始成立和团队字段保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31147",
        "DEVTAG1-CAT-YC31147"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：在代理行动前按证据缓存、政策和保护规则验证及阻止调用。 按当前交付区分开发工具、模型设施、Agent设施、企业工作与行业经营。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "API",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "Agent运行护栏设施；调用校验、策略、存储及支持费待拆"
    },
    {
      "id": "YC31149",
      "name": "EigenPal",
      "url": "https://www.ycombinator.com/companies/eigenpal",
      "cat": "C05",
      "year": 2025,
      "team": null,
      "location": "San Francisco",
      "business": "处理多行业文档提取和工作流，支持云及本地部署。",
      "buyer": "企业文档运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留通用文档任务；KYC/贷款为用例而非金融行业唯一业务。两家欧洲银行采用自述不等付费或收入，团队缺失继续未知。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31149",
        "ENTERPRISE3-CAT-YC31149"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：处理多行业文档提取和工作流，支持云及本地部署。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "通用文档自动化；文档量、工作流、部署和人工校验待拆"
    },
    {
      "id": "YC31153",
      "name": "Perfectly",
      "url": "https://www.ycombinator.com/companies/perfectly",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "为创业公司承接人才搜索、外联、筛选及招聘协调。",
      "buyer": "创业公司招聘团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留招聘服务，OS是包装不代表只卖软件。旧发布仅填补职位收费，官网现强调代理交付，具体合同待核；20倍效率和候选保留率未独立测试。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31153",
        "INDUSTRY4-CAT-YC31153",
        "INDUSTRY4-PERFECTLY-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为创业公司承接人才搜索、外联、筛选及招聘协调。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [],
      "businessModel": "专业招聘代理加AI；按成功收费自述，搜索、人力和系统成本待拆"
    },
    {
      "id": "YC31156",
      "name": "Ventura",
      "url": "https://www.ycombinator.com/companies/ventura",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为工业分销及制造销售团队处理报价、订单并衔接ERP。",
      "buyer": "工业分销内勤销售及制造销售团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "移客户收入运营；前Develop Health700万ARR和5人团队不归Ventura，前20亿分销客户也非本公司收入或资产。学习SOP能力与当前付费未独立核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31156",
        "INDUSTRY4-CAT-YC31156"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为工业分销及制造销售团队处理报价、订单并衔接ERP。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [],
      "businessModel": "销售订单自动化；任务、系统、实施和服务费待拆"
    },
    {
      "id": "YC31157",
      "name": "Drafted",
      "url": "https://www.ycombinator.com/companies/drafted",
      "cat": "C07",
      "year": 2025,
      "team": 9,
      "location": "San Francisco",
      "business": "提供住宅空间输入、平面及立面生成和CAD/PDF导出的建筑设计工具。",
      "buyer": "住宅设计者、建筑工程及房主用户",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从一般创意移建筑专业应用；模型研发是产品组成，不直接当通用基础模型供应。1750万融资、用户与平面图生成量非收入，保持原团队快照不擅改。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31157",
        "CONSUMER-CAT-YC31157"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：提供住宅空间输入、平面及立面生成和CAD/PDF导出的建筑设计工具。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [],
      "businessModel": "建筑设计软件，含自研生成模型；许可、订阅及服务费用待核"
    },
    {
      "id": "YC31158",
      "name": "Terranox AI",
      "url": "https://www.ycombinator.com/companies/terranox-ai",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "使用地质数据与AI模型开展北美铀矿勘探。",
      "buyer": "矿业与资源项目合作方；实际付费客户待核",
      "delivery": "垂直整合资源勘探业务，软件授权收入未确认",
      "notes": "探矿项目、矿产价值和行业资本投入不等软件ARR；不据AI标签认定基础模型供应商。 收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31158",
        "PHYSICAL-CAT-YC31158"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营与长简介：使用地质数据与AI模型开展北美铀矿勘探。 按交付对象与任务分类，行业买家或创始人经历不直接等于机器人整机研发。",
      "directoryTags": []
    },
    {
      "id": "YC31162",
      "name": "Confluence Labs",
      "url": "https://www.ycombinator.com/companies/confluence-labs",
      "cat": "C01",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：AI models that learn from experience",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31162"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：研究能在数据稀缺环境设计实验并学习的AI模型，属于模型研究；行业落地尚待核实。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31163",
      "name": "Opalite Health",
      "url": "https://www.ycombinator.com/companies/opalite-health",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为医疗机构提供临床沟通中的实时语言翻译辅助。",
      "buyer": "医疗机构及临床沟通团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、收入与能力待核。",
      "notes": "保留医疗专业语言服务；最安全最准及百万节省均为主张，不当独立测试或合规保证。医院原口译预算不是Opalite收入，适用临床情境与人工替代率未核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31163",
        "INDUSTRY4-CAT-YC31163"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为医疗机构提供临床沟通中的实时语言翻译辅助。 按当前买家及交付分类，专业人员、软件、模型数据及保险款项分开。",
      "directoryTags": [],
      "businessModel": "医疗口译软件；会话、分钟、系统及专业复核费待拆"
    },
    {
      "id": "YC31164",
      "name": "Compresr",
      "url": "https://www.ycombinator.com/companies/compresr",
      "cat": "C02",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "提供压缩模型上下文的API和面向Agent的代理工具。",
      "buyer": "长上下文模型及Agent开发团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留模型优化设施；开源及压缩倍率为自述，未打开代码或复测精度，不把客户节省的token费用当本公司收入。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31164",
        "C02-FULL-YC31164"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：提供压缩模型上下文的API和面向Agent的代理工具。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [],
      "businessModel": "上下文压缩API与代理工具；用量、许可和托管收费未核"
    },
    {
      "id": "YC31165",
      "name": "IncidentFox",
      "url": "https://www.ycombinator.com/companies/brownie",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "监控生产系统、调查事故并经人工审阅更新工具和知识。",
      "buyer": "SRE、平台及当值工程团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "保留开发运维。工具生成和知识更新有人工批准，不能按AI SRE推所有生产修改自主；自托管/托管与BYOK分开，开源及合规为自述未读仓库/报告。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31165",
        "DEVTAG2-CAT-YC31165"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：监控生产系统、调查事故并经人工审阅更新工具和知识。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "AIOps",
        "Developer Tools",
        "AI"
      ],
      "businessModel": "生产工程软件；调查用量、日志、集成、部署和支持费待拆"
    },
    {
      "id": "YC31166",
      "name": "Unisson",
      "url": "https://www.ycombinator.com/companies/unisson",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为客户部署团队提供产品知识及辅助实施、上线和健康核查。",
      "buyer": "技术客户成功、实施及售前工程团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移客户交付运营；20分钟学会任何产品、24小时及节约工时为自述，未验证通用性，不据custom integrations归编码主业。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31166",
        "ENTERPRISE3-CAT-YC31166"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为客户部署团队提供产品知识及辅助实施、上线和健康核查。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "客户部署辅助软件；任务、集成、许可与服务费待拆"
    },
    {
      "id": "YC31167",
      "name": "Stilta",
      "url": "https://www.ycombinator.com/companies/stilta",
      "cat": "C07",
      "year": 2026,
      "team": 4,
      "location": "Stockholm, Sweden",
      "business": "为专利诉讼与知识产权团队检索证据并生成带来源的分析。",
      "buyer": "律所及企业知识产权团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留知识产权应用；可追溯不等准确性或独立审计。创始人此前创业的百万ARR不归Stilta，四名工程师为目录团队快照。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31167",
        "INDUSTRY5-CAT-YC31167"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为专利诉讼与知识产权团队检索证据并生成带来源的分析。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "专业法律软件；案件、检索、数据及律师审核费待拆"
    },
    {
      "id": "YC31168",
      "name": "Instinct",
      "url": "https://www.ycombinator.com/companies/instinct-xyz",
      "cat": "C07",
      "year": 2026,
      "team": 5,
      "location": "San Francisco",
      "business": "公司简介：Trade with superhuman instinct",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31168"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：主营交易与资本配置，属于专业金融应用；效果尚未核验。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Machine Learning",
        "Trading",
        "AI",
        "Cryptocurrency"
      ]
    },
    {
      "id": "YC31169",
      "name": "Proximitty",
      "url": "https://www.ycombinator.com/companies/proximitty",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：AI operating system for commercial loans",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31169"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：为银行及金融科技处理商业贷款文件、承销和契约跟踪。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31170",
      "name": "Cajal",
      "url": "https://www.ycombinator.com/companies/cajal-technologies",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：Scaling formal verification to accelerate scientific discovery",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31170"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：使用形式验证数学系统解决量子计算和金融科研问题，属于专业科研应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31171",
      "name": "Overshoot",
      "url": "https://www.ycombinator.com/companies/overshoot",
      "cat": "C02",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "针对客户硬件与工作负载定制优化推理部署镜像。",
      "buyer": "模型部署及AI产品工程团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留推理设施；现主营是定制优化，旧实时视觉API发布单列，不能当纯软件订阅。达标付款条件不证明已实现收入或毛利。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31171",
        "C02-FULL-YC31171"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：针对客户硬件与工作负载定制优化推理部署镜像。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Infrastructure",
        "AI"
      ],
      "businessModel": "以约定性能达标为条件的推理优化服务；合同周期和收入确认待核"
    },
    {
      "id": "YC31172",
      "name": "Terminal Use",
      "url": "https://www.ycombinator.com/companies/terminal-use",
      "cat": "C05",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "为运营密集企业梳理并重建流程，以Agent、现有系统和人工控制点交付。",
      "buyer": "跨行业企业运营部门",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留跨行业流程改造，官网明确先流程审核及重建，不视作纯软件订阅。前雇主部署经验不自动计入当前客户、收入或团队。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31172",
        "ENTERPRISE3-CAT-YC31172",
        "ENTERPRISE3-TERMINAL-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为运营密集企业梳理并重建流程，以Agent、现有系统和人工控制点交付。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "流程咨询加AI实施服务；项目、持续运营和人工费用待拆"
    },
    {
      "id": "YC31174",
      "name": "Parameter",
      "url": "https://www.ycombinator.com/companies/parameter",
      "cat": "C04",
      "year": 2026,
      "team": 14,
      "location": "San Francisco",
      "business": "对应用及基础设施持续执行自动渗透测试并验证漏洞。",
      "buyer": "应用开发及安全团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留软件安全测试；原Hex Security名称注明。30多亿美元避免损失是按暴露记录估算的客户风险，非收入或已追回金额，攻击能力未独立运行核验。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31174",
        "C04-CAT-YC31174"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：对应用及基础设施持续执行自动渗透测试并验证漏洞。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [],
      "businessModel": "持续安全测试软件与报告服务；人工参与及许可待拆"
    },
    {
      "id": "YC31175",
      "name": "Pax Historia",
      "url": "https://www.ycombinator.com/companies/pax-historia",
      "cat": "C09",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "公司简介：The first AI-powered worldbuilding and gameplay platform",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31175"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：供玩家创建和游玩虚构历史世界的AI沙盒游戏，属于消费者娱乐。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31176",
      "name": "Rhizome AI",
      "url": "https://www.ycombinator.com/companies/rhizome-ai",
      "cat": "C07",
      "year": 2025,
      "team": 1,
      "location": "New York City, NY",
      "business": "公司简介：Agent Platform for Life Sciences",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31176"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：检索生命科学和FDA法规资料，面向药物研发及监管工作。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31177",
      "name": "Prana",
      "url": "https://www.ycombinator.com/companies/prana-health",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "公司简介：An AI primary care doctor in your pocket",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31177"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：结合医疗记录与穿戴数据提供持续医疗服务，属于医疗应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31180",
      "name": "Seeing Systems",
      "url": "https://www.ycombinator.com/companies/seeing-systems",
      "cat": "C10",
      "year": 2025,
      "team": 7,
      "location": "London, United Kingdom",
      "business": "研发并交付模块化自主无人系统样机，面向相关机构客户反馈。",
      "buyer": "无人系统采购及运营机构",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留实体无人系统；合作方、原型寄送与正式验收采购分开，不据机构名称认定已收款或规模部署；成本与自主性是自述，未核实际系统。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31180",
        "C10-FULL-YC31180"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：研发并交付模块化自主无人系统样机，面向相关机构客户反馈。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Hardware",
        "Drones",
        "Defense",
        "AI"
      ],
      "businessModel": "无人系统硬件研发、样机与支持服务；采购、交付及收费未核"
    },
    {
      "id": "YC31181",
      "name": "Synthetic Sciences",
      "url": "https://www.ycombinator.com/companies/synthetic-sciences",
      "cat": "C02",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "研发科学验证工具、评测、训练环境及自主科研相关设施。",
      "buyer": "模型实验室和科研研发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "按当前基础设施定位保留C02，旧科研助手与Flywheel产品另记。92% BixBench为自述未复现，五元免费额度不是实收，科研实验和后训练成本不等同席位SaaS。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31181",
        "MODELTAG-CAT-YC31181"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：研发科学验证工具、评测、训练环境及自主科研相关设施。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Reinforcement Learning"
      ],
      "businessModel": "科学训练设施与研究工作台双线；环境、计算、实验及支持费待拆"
    },
    {
      "id": "YC31183",
      "name": "Patientdesk.ai",
      "url": "https://www.ycombinator.com/companies/patientdeskai",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": null,
      "business": "为牙科诊所处理来电预约、保险核验、理赔和诊所运营。",
      "buyer": "牙科诊所及诊所集团",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留诊所全流程；历史17k至50k MRR与180万客户增收分开。创始人此前两年营销代理与呼叫中心和现主体的关系待核，保留原成立快照，不把旧业务自动并表。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网澳元含GST：呼入A$350/500/750每地点每月；呼出套餐及成果费另列，Full Buildout A$20000含六个月营销，广告支出另付。当前价不确定历史MRR币种",
      "stage": "有历史MRR自述，确认口径待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31183",
        "INDUSTRY5-CAT-YC31183",
        "INDUSTRY5-PATIENTDESK-PRICE",
        "INDUSTRY5-PATIENTDESK-LAUNCH"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为牙科诊所处理来电预约、保险核验、理赔和诊所运营。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "诊所运营软件加营销服务；地点月费、成果费、建设项目及广告费分开",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC与官网产品关联；精确注册、签约主体、历史业务和收入确认范围待核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读公开产品、交付及收入表述；未运行产品、读基准代码或核独立效果，收入线索不等技术审计。",
        "evidenceIds": [
          "INDUSTRY5-CAT-YC31183",
          "INDUSTRY5-PATIENTDESK-LAUNCH"
        ]
      }
    },
    {
      "id": "YC31184",
      "name": "Assemble",
      "url": "https://www.ycombinator.com/companies/assemble",
      "cat": "C04",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "为企业IT系统识别依赖、实现逻辑并验证和回退变更。",
      "buyer": "ERP、CRM及HRIS等企业IT开发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "按当前开发交付移C04，不把业务系统使用等同一般业务助手。官网改动需审核再提升，回退/四十倍交付及半成本是自述未实测，演示订单不当生产成果或收入。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31184",
        "ENTTAG1-CAT-YC31184",
        "ENTTAG1-ASSEMBLE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：为企业IT系统识别依赖、实现逻辑并验证和回退变更。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "SaaS",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "企业系统开发工具；连接、代理用量、沙盒和支持费待拆"
    },
    {
      "id": "YC31185",
      "name": "Chamber",
      "url": "https://www.ycombinator.com/companies/chamber",
      "cat": "C02",
      "year": 2026,
      "team": 4,
      "location": "Seattle, WA",
      "business": "监控模型训练基础设施，定位故障并优化跨云AI工作负载。",
      "buyer": "ML平台及基础设施团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移模型基础设施运维；节省GPU浪费、工程师时间及行业2400亿浪费不是自身收入，未独立核自动修复或云权限。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31185",
        "ENTERPRISE3-CAT-YC31185"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：监控模型训练基础设施，定位故障并优化跨云AI工作负载。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "AI基础设施运维软件；算力、运行、平台及服务费待拆"
    },
    {
      "id": "YC31186",
      "name": "End Close",
      "url": "https://www.ycombinator.com/companies/end-close",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "公司简介：AI powered reconciliation for high-volume payments companies",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31186"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：为支付企业和银行处理资金对账与异常，属于专业金融运营。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Fintech",
        "Payments"
      ]
    },
    {
      "id": "YC31187",
      "name": "Fenrock AI",
      "url": "https://www.ycombinator.com/companies/fenrock-ai",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为银行后台工作提供AI代理。",
      "buyer": "传统金融机构及银行管理团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留银行应用，但简介短，Legora类比不足以证明具体交付、模型或收入，待实际流程和合同。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31187",
        "INDUSTRY5-CAT-YC31187"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为银行后台工作提供AI代理。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [
        "Fintech",
        "AI"
      ],
      "businessModel": "银行专业软件；具体任务、部署及服务收费待核"
    },
    {
      "id": "YC31189",
      "name": "Revion",
      "url": "https://www.ycombinator.com/companies/revion",
      "cat": "C07",
      "year": 2025,
      "team": 10,
      "location": "New York City, NY",
      "business": "为汽车零售技师自动处理行政工作，辅助服务车间运营。",
      "buyer": "汽车零售及售后服务运营商",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移汽车运营；30至40%工时及客户高毛利收入为效果自述，不归Revion收入，不等已无人维修。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31189",
        "ENTERPRISE3-CAT-YC31189"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为汽车零售技师自动处理行政工作，辅助服务车间运营。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "AI",
        "Automotive"
      ],
      "businessModel": "汽车行业运营软件；门店、技师、任务和实施费待拆"
    },
    {
      "id": "YC31191",
      "name": "Traverse",
      "url": "https://www.ycombinator.com/companies/traverse",
      "cat": "C02",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "为企业定制构建并运行模型与推理系统。",
      "buyer": "需要专属模型的企业团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留设施分类但标注服务交付，当前长简介空白、据简介及发布判断；Belvedir创始人提及过去Traverse不直接证明两公司现主体或财务相同。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31191",
        "C02-FULL-YC31191"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为企业定制构建并运行模型与推理系统。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Machine Learning",
        "Reinforcement Learning",
        "AI"
      ],
      "businessModel": "少量客户深度合作的模型/推理工程服务；合同未核"
    },
    {
      "id": "YC31192",
      "name": "SideKit",
      "url": "https://www.ycombinator.com/companies/sidekit",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": "Toronto, Canada",
      "business": "以消费者应用工作室运营Island屏幕时间管理应用。",
      "buyer": "个人数字健康及屏幕时间用户",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留个人应用；工作室与单产品不拆成重复公司。简介短，实际AI能力、付费和主体待核，不将屏幕时间效果直接视为已验证。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31192",
        "CONSUMER-CAT-YC31192"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：以消费者应用工作室运营Island屏幕时间管理应用。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Consumer",
        "AI"
      ],
      "businessModel": "消费者应用组合；各产品订阅、收费及组合收入待核"
    },
    {
      "id": "YC31195",
      "name": "Reframe",
      "url": "https://www.ycombinator.com/companies/usereframe",
      "cat": "C07",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "通过采购市场为硬件团队寻找标准及定制零件供应商。",
      "buyer": "硬件研发及采购团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留专业采购，代理寻找供应商不等自营工厂。供应商履历、采购额和商品价不等Reframe收入，可靠性未独立核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31195",
        "INDUSTRY5-CAT-YC31195"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：通过采购市场为硬件团队寻找标准及定制零件供应商。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "硬件采购市场；撮合费、商品转付、质检及人工成本待拆"
    },
    {
      "id": "YC31196",
      "name": "Congruent",
      "url": "https://www.ycombinator.com/companies/congruent",
      "cat": "C10",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：AI native radars for self-driving cars",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31196"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：开发自动驾驶雷达与传感器仿真，属于实体自动化产业。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31197",
      "name": "InventoryQuant",
      "url": "https://www.ycombinator.com/companies/inventoryquant",
      "cat": "C07",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "自动处理保险财物清单、内容盘点及估价相关流程。",
      "buyer": "保险机构、公估及灾后修复团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "简介短暂留保险应用；行业人力成本不当自身收入，估价准确率、实际交付人力及合同未知。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31197",
        "INDUSTRY5-CAT-YC31197"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：自动处理保险财物清单、内容盘点及估价相关流程。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [
        "Insurance",
        "AI"
      ],
      "businessModel": "保险专业软件或服务；案件、清单与人审费待核"
    },
    {
      "id": "YC31198",
      "name": "Wingman Law",
      "url": "https://www.ycombinator.com/companies/wingman-law",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "由律师带领AI代理处理人身伤害索赔法律服务。",
      "buyer": "事故受伤者及人身伤害案件客户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留法律专业服务；索赔获偿不是全部律师收入，牌照及合同未核。创始人旧公司35万及旧律所5000万案件额不归本公司，成功费不是固定SaaS订阅。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31198",
        "INDUSTRY5-CAT-YC31198"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：由律师带领AI代理处理人身伤害索赔法律服务。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [
        "Generative AI",
        "Legal",
        "LegalTech"
      ],
      "businessModel": "律师服务；胜诉或回收后收费，律师工时及案件成本待拆"
    },
    {
      "id": "YC31200",
      "name": "Ressl AI",
      "url": "https://www.ycombinator.com/companies/ressl-ai",
      "cat": "C03",
      "year": 2025,
      "team": 3,
      "location": "Bengaluru, India",
      "business": "提供自主Agent训练、基准评估及部署平台。",
      "buyer": "Agent研发和企业部署团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "简介较短，训练是否包含独立模型/环境销售未核；W2026批次不等成立年，原Founded 2025保留。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31200",
        "AGENT-CAT-YC31200"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：提供自主Agent训练、基准评估及部署平台。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "B2B",
        "Operations",
        "AI"
      ],
      "businessModel": "Agent开发评测平台，具体交付和收费合同待核"
    },
    {
      "id": "YC31201",
      "name": "Robby",
      "url": "https://www.ycombinator.com/companies/robby",
      "cat": "C06",
      "year": 2025,
      "team": 3,
      "location": "New York City, NY",
      "business": "结合技师到访和客户数据发现家政维修销售机会，辅助跟进成交。",
      "buyer": "家庭服务企业增长及经营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移销售运营；40k新业务和每周六位数机会是客户成果/管线，非Robby收入。若干付费客户无合同单价不推MRR，考试备考不当已获认证。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31201",
        "ENTERPRISE3-CAT-YC31201"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：结合技师到访和客户数据发现家政维修销售机会，辅助跟进成交。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "行业销售软件；线索、门店、许可及服务收费待拆"
    },
    {
      "id": "YC31203",
      "name": "Sitefire",
      "url": "https://www.ycombinator.com/companies/sitefire",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "Germany",
      "business": "识别影响品牌AI可见性的内容，并生成和执行面向Agent的营销动作。",
      "buyer": "品牌、数字营销及获客团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留营销；AI流量、品牌客户和顶线增长不作自身收入。工具内容能供Agent使用不等主营通用开发设施，自动效果未独立核。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31203",
        "SALES-CAT-YC31203"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：识别影响品牌AI可见性的内容，并生成和执行面向Agent的营销动作。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "Analytics",
        "Marketing",
        "AI"
      ],
      "businessModel": "AI可见性分析与营销执行软件；订阅、内容及外部服务费待核"
    },
    {
      "id": "YC31205",
      "name": "Human Archive",
      "url": "https://www.ycombinator.com/companies/human-archive",
      "cat": "C02",
      "year": 2026,
      "team": 100,
      "location": "San Francisco",
      "business": "公司简介：Physical AI data lab",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31205"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：为物理AI实验室提供传感器数据、采集硬件和训练数据服务。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31206",
      "name": "Samora AI",
      "url": "https://www.ycombinator.com/companies/samora-ai",
      "cat": "C06",
      "year": 2025,
      "team": 8,
      "location": null,
      "business": "托管多语言呼入/呼出Agent、工作流更新及人工升级接管。",
      "buyer": "高通话量企业的客服、外联及运营团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "客户无需自建呼叫或工程团队，按当前运营服务归C06；已付费、呼叫量及客户效果为自述，没有自身收入金额，不从用户数或收款改善推ARR。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31206",
        "AGENT-CAT-YC31206",
        "AGENT-HOME-YC31206"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：托管多语言呼入/呼出Agent、工作流更新及人工升级接管。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [],
      "businessModel": "托管呼叫运营软件与人工支持服务；按量/订阅/人工收费待拆分"
    },
    {
      "id": "YC31207",
      "name": "Caretta",
      "url": "https://www.ycombinator.com/companies/caretta",
      "cat": "C06",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "在销售实时通话中回答产品问题及异议，并更新组织知识库。",
      "buyer": "销售及收入团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留销售工具；Slack入口与记忆为交付方式，不按通用聊天或模型研究分类。录音权利、效果和合同未独立核。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31207",
        "SALES-CAT-YC31207"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：在销售实时通话中回答产品问题及异议，并更新组织知识库。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [],
      "businessModel": "销售辅助软件与知识连接；席位、通话和模型费待拆"
    },
    {
      "id": "YC31208",
      "name": "Oximy",
      "url": "https://www.ycombinator.com/companies/oximy",
      "cat": "C05",
      "year": 2025,
      "team": 8,
      "location": "San Francisco",
      "business": "公司简介：Take command of the AI your company already runs on.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31208"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：管理企业AI工具、费用及团队工作入口，主营企业通用运营。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31209",
      "name": "AxionOrbital Space",
      "url": "https://www.ycombinator.com/companies/axionorbital-space",
      "cat": "C01",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "研发将雷达遥感信号转换为可分析图像的地球观测模型。",
      "buyer": "国防、商品研究与灾害响应团队",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；已做主营分类人工复核，收入、定价和技术能力仍未逐一核验。生成图像不自动等于可验证观测真值，全天候和精度声明未测试，未核数据与模型收入。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31209",
        "MODEL-CAT-YC31209"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：当前描述模型架构与信号转换，保留行业模型C01；不将研究题材直接归卫星制造。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31210",
      "name": "Mendral",
      "url": "https://www.ycombinator.com/companies/mendral",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "持续观察并处理CI失败、不稳定测试、构建和发布问题。",
      "buyer": "软件工程、DevOps及平台团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留软件交付工具；发布称15团队使用、其中5家付费，无金额和当前续约证明，不用人数乘标价推ARR。创始人Docker/Dagger经历非当前收入。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31210",
        "C04-CAT-YC31210"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：持续观察并处理CI失败、不稳定测试、构建和发布问题。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [],
      "businessModel": "自动DevOps工具与工程支持；运行、席位及人工服务收费待核"
    },
    {
      "id": "YC31211",
      "name": "Sazabi",
      "url": "https://www.ycombinator.com/companies/sazabi",
      "cat": "C04",
      "year": 2025,
      "team": 10,
      "location": "San Francisco",
      "business": "结合生产日志与代码调查异常，向工程师和编码Agent提供排障上下文。",
      "buyer": "软件工程及运维团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移软件开发运维；官网日志示例不是实际客户事件或独立性能。投资者所在公司标志不等付费客户，合规标志未核原报告。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31211",
        "ENTERPRISE3-CAT-YC31211",
        "ENTERPRISE3-SAZABI-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：结合生产日志与代码调查异常，向工程师和编码Agent提供排障上下文。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "软件可观测及安全平台；日志量、存储、席位与支持费待拆"
    },
    {
      "id": "YC31212",
      "name": "Constellation Space",
      "url": "https://www.ycombinator.com/companies/constellation-space",
      "cat": "C10",
      "year": 2025,
      "team": 4,
      "location": "Seattle, WA",
      "business": "公司简介：AI operating system for mega-scale satellite networks.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31212"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：提供卫星网络自动编排与光学路由，属于航天实体基础设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31213",
      "name": "Byteport",
      "url": "https://www.ycombinator.com/companies/byteport",
      "cat": "C02",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "公司简介：Global upload acceleration for 1GB-100TB files.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31213"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：提供面向机器人、卫星和AI应用的网络传输基础设施；AI为应用场景，直接模型能力待核实。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31215",
      "name": "Bubble Lab",
      "url": "https://www.ycombinator.com/companies/bubble-lab",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为社区和活动运营者整合成员、匹配、沟通、自动化和收费。",
      "buyer": "付费专业社区及活动运营团队",
      "delivery": "已读YC当前主营及相关发布；选定官网与公开材料另列，真实合同、收入和能力待核。",
      "notes": "按现垂直运营移C07，旧Slack通用Ops平台分期。20千支持人数是成员/活动覆盖非付费客户数，社区会费总额不归平台收入；标价和12000节省不能相乘反推ARR。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网月费原文99/499/799/1499起，加1%处理支付；Build/Engage有30日退款试用，实际合同与确认收入待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31215",
        "ENTTAG1-CAT-YC31215",
        "ENTTAG1-BUBBLE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：为社区和活动运营者整合成员、匹配、沟通、自动化和收费。 按当前买家和交付区分通用工作、行业服务、开发工具、模型和Agent设施、个人应用。",
      "directoryTags": [
        "Community",
        "Automation",
        "Operations",
        "AI"
      ],
      "businessModel": "社区活动行业软件；月费加处理支付分成、集成及定制服务待拆"
    },
    {
      "id": "YC31216",
      "name": "Archal",
      "url": "https://www.ycombinator.com/companies/archal",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为Agent测试、集成及RL提供可重置的有状态API模拟环境。",
      "buyer": "Agent开发、集成及评测团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "移Agent环境设施，模型训练用途另列不当自有基础模型。官网注明模拟非真实服务、覆盖按能力资料，付费续用尚未启用；0.10/环境分钟标价及20赠额不是实收。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "self-serve标价原文0.10/环境分钟按秒计，目前付费续用未启用；5加15赠额不作收入",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31216",
        "DEVTAG2-CAT-YC31216",
        "DEVTAG2-ARCHAL-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：为Agent测试、集成及RL提供可重置的有状态API模拟环境。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "API",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "Agent测试设施；按环境分钟计量，试用/付费可用性另核"
    },
    {
      "id": "YC31217",
      "name": "Polymath",
      "url": "https://www.ycombinator.com/companies/polymath",
      "cat": "C03",
      "year": 2026,
      "team": 6,
      "location": "San Francisco",
      "business": "构建真实工具和应用组成的长期任务模拟环境，用于训练与评估Agent。",
      "buyer": "前沿模型及Agent研发团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "Horizon-SWE分数是本公司基准自述，未读方法全文或复现；环境业务不按模型研究者履历直接归基础模型。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31217",
        "AGENT-CAT-YC31217"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：构建真实工具和应用组成的长期任务模拟环境，用于训练与评估Agent。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [],
      "businessModel": "训练/评测环境与基准服务；许可、数据和软件收费待核"
    },
    {
      "id": "YC31219",
      "name": "Voxel Energy",
      "url": "https://www.ycombinator.com/companies/voxel-energy",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": null,
      "business": "为数据中心建设集成太阳能、再利用电池及直流微电网供能系统。",
      "buyer": "数据中心开发及能源采购团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力移能源工程专业业务；土地合约、储备电池、原型运行与可售容量不同，不当收入或云推理订阅，原型及稳定供电自述未独立核。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31219",
        "C02-FULL-YC31219"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为数据中心建设集成太阳能、再利用电池及直流微电网供能系统。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Hardware",
        "Solar Power",
        "Energy",
        "Renewable Energy",
        "AI"
      ],
      "businessModel": "现场能源系统、数据中心项目与交付；设备、租赁及服务合同待拆"
    },
    {
      "id": "YC31221",
      "name": "Netter",
      "url": "https://www.ycombinator.com/companies/netter",
      "cat": "C05",
      "year": 2026,
      "team": 4,
      "location": "Paris, France",
      "business": "为企业整合分散数据，配置分析、催收及客户细分工作。",
      "buyer": "企业分析及运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留跨行业数据工作；养老和零售是例子，不混成单一行业。客户催收金额和促销收益不当Netter收入，P26不改成立快照。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31221",
        "ENTERPRISE3-CAT-YC31221"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业整合分散数据，配置分析、催收及客户细分工作。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "数据分析与流程实施；项目、运行、数据和人工费用待拆"
    },
    {
      "id": "YC31222",
      "name": "Paradev (formerly Superset)",
      "url": "https://www.ycombinator.com/companies/paradev",
      "cat": "C04",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "提供管理多编码Agent、代码评审及远程工作区的桌面IDE。",
      "buyer": "并行使用编码Agent的软件工程师",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留开发环境；Paradev原Superset保留品牌沿革，不与其他同名Superset项目合并。使用工程师雇主标识和下载量不等企业付费客户。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31222",
        "C04-CAT-YC31222"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：提供管理多编码Agent、代码评审及远程工作区的桌面IDE。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "Consumer",
        "B2B",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "开放源码IDE及协作/远程工作区；商业许可和收费未核"
    },
    {
      "id": "YC31223",
      "name": "Datoric",
      "url": "https://www.ycombinator.com/companies/datoric",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为机器人等模型研发定制数据，贯通研究、采集、验证和规模生产。",
      "buyer": "机器人、语音及世界模型研发团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留训练数据设施。旧发布称近30日接近七位数收入，但无确切金额、币种或会计区间，不强填数值或年化；创始人2023旧任务收入另分，不归新公司。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31223",
        "C02-FULL-YC31223"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为机器人等模型研发定制数据，贯通研究、采集、验证和规模生产。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Machine Learning",
        "Robotics",
        "Data Labeling",
        "AI"
      ],
      "businessModel": "定制训练数据项目与数据产品；权利许可和贡献者成本待拆"
    },
    {
      "id": "YC31224",
      "name": "Servo7",
      "url": "https://www.ycombinator.com/companies/servo7",
      "cat": "C10",
      "year": 2025,
      "team": 3,
      "location": "Amsterdam, Netherlands",
      "business": "在仓库部署机器人，自动卸载散装集装箱等物流作业。",
      "buyer": "第三方物流、配送及仓库运营企业",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留实体交付；当前卸柜与旧通用工业机器人发布分开，客户标识不等独立核付费金额，不按吞吐或劳力节省推收入。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31224",
        "C10-FULL-YC31224"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：在仓库部署机器人，自动卸载散装集装箱等物流作业。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Robotics",
        "Logistics",
        "Automation",
        "AI"
      ],
      "businessModel": "仓库机器人部署及支持；设备、租用与作业服务收费待核"
    },
    {
      "id": "YC31225",
      "name": "Ditto Biosciences",
      "url": "https://www.ycombinator.com/companies/ditto-biosciences",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "公司简介：Evolutionary intelligence for autoimmune disease",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31225"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：用AI识别并改造免疫调节蛋白以研发药物，属于生物医药应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31226",
      "name": "Libra Robotics",
      "url": "https://www.ycombinator.com/companies/libra-robotics",
      "cat": "C10",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "面向太阳能及数据中心基础设施作业配置并部署机器人。",
      "buyer": "基础设施承包商及工程项目团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留机器人系统但注明按成果交付；太阳能现场作业与数据中心试点分开，不等机器人销售或纯SaaS。十倍部署速度及前期承包商访谈不当收入。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31226",
        "C10-FULL-YC31226"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：面向太阳能及数据中心基础设施作业配置并部署机器人。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Hard Tech",
        "Robotics",
        "Construction",
        "Energy",
        "AI"
      ],
      "businessModel": "按完成工作量收费的机器人作业服务；设备和人工支持成本待核"
    },
    {
      "id": "YC31230",
      "name": "o11",
      "url": "https://www.ycombinator.com/companies/o11",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "通过钱包与权限为代理提供可付费的API、工具和服务入口。",
      "buyer": "Agent产品及企业开发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "按现付费工具钱包移C03，旧Office/Workspace助手另记。zero markup是费率自述非所有收入为零，目录工具数非客户数；余额、预算和服务消费不可直接记平台ARR。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31230",
        "DEVTAG2-CAT-YC31230",
        "DEVTAG2-O11-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：通过钱包与权限为代理提供可付费的API、工具和服务入口。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "Fintech",
        "SaaS",
        "B2B",
        "AI"
      ],
      "businessModel": "Agent商务访问设施；充值、第三方服务费、账户接入与平台收费待拆"
    },
    {
      "id": "YC31231",
      "name": "Anchorhead",
      "url": "https://www.ycombinator.com/companies/anchorhead",
      "cat": "C03",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "组织领域专家设计原始真实任务，提供定制Agent评测集及评分。",
      "buyer": "模型及Agent产品团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "服务型评测不直接当纯软件订阅；基准构建、专家资质及评分质量未独立测试。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31231",
        "AGENT-CAT-YC31231"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：组织领域专家设计原始真实任务，提供定制Agent评测集及评分。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "Reinforcement Learning"
      ],
      "businessModel": "专家参与的定制评测服务；项目与经常性合同待核"
    },
    {
      "id": "YC31232",
      "name": "Remy AI",
      "url": "https://www.ycombinator.com/companies/remy-ai",
      "cat": "C10",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "部署可执行灵巧操作的仓库机器人，首先服务电商第三方物流。",
      "buyer": "电商第三方物流及仓库运营团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留仓储机器人；模型训练是交付组成，不直接归基础模型或训练数据销售。劳动成本、市场规模、硬件效果及实际合同未独立核。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31232",
        "C10-FULL-YC31232"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：部署可执行灵巧操作的仓库机器人，首先服务电商第三方物流。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Robotics",
        "Logistics"
      ],
      "businessModel": "机器人系统与现场支持；设备、任务及维护收费待核"
    },
    {
      "id": "YC31233",
      "name": "Chasi",
      "url": "https://www.ycombinator.com/companies/chasi",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：AI Revenue Engine for the Equipment Industry",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31233"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：为设备经销商处理销售、租赁与售后请求，属于行业运营应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31240",
      "name": "General Legal",
      "url": "https://www.ycombinator.com/companies/general-legal",
      "cat": "C07",
      "year": 2026,
      "team": 40,
      "location": null,
      "business": "为成长公司提供商业、公司及劳动法律服务。",
      "buyer": "成长公司法务及经营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留法律服务；历史每合同500报价和速度承诺不等实收收入或经常性收入，执照、法域和律师工时未独立核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "2026-02-03发布称每合同审阅加谈判原文$500固定价；现合同、币种及实收未核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31240",
        "INDUSTRY5-CAT-YC31240"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为成长公司提供商业、公司及劳动法律服务。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "律师服务；固定合同事项费和律师审核成本待拆"
    },
    {
      "id": "YC31241",
      "name": "Corelayer",
      "url": "https://www.ycombinator.com/companies/corelayer",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为复杂生产软件分析告警、日志及数据并建议修复和预防。",
      "buyer": "金融医疗等企业SRE及生产工程团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "保留开发运维，不因受监管客户就改为金融/医疗执业。厂商生产上下文、因果分析及安全主张未实测，客户交易/trace规模和行业1亿支持预算非Corelayer收入。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31241",
        "DEVTAG2-CAT-YC31241",
        "DEVTAG2-CORE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：为复杂生产软件分析告警、日志及数据并建议修复和预防。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "生产工程软件；日志、查询、私有部署、模型及支持成本待拆"
    },
    {
      "id": "YC31243",
      "name": "Foreman",
      "url": "https://www.ycombinator.com/companies/foreman",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为承包商管理算量、估价、提案、客户和施工项目文档。",
      "buyer": "住宅及其他施工承包商",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "保留建筑全流程；附载Scout Out旧发布与现Foreman分期，改名链及合同主体待核。可编辑报价由承包商批准，创始人前咨询25万收入不归当前平台，软件不等实际承包施工。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31243",
        "INDUSTRY10-CAT-YC31243"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为承包商管理算量、估价、提案、客户和施工项目文档。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Finance",
        "Construction",
        "Scheduling",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "建筑运营软件；项目、席位、AI用量及部署费用待核"
    },
    {
      "id": "YC31244",
      "name": "Turnstone",
      "url": "https://www.ycombinator.com/companies/turnstone",
      "cat": "C03",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：The best model-agnostic Grokbot alternative",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31244"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：跨模型账号运行持久Agent并保持上下文，属于Agent运行工具。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AI"
      ]
    },
    {
      "id": "YC31245",
      "name": "Squid",
      "url": "https://www.ycombinator.com/companies/squid",
      "cat": "C07",
      "year": 2026,
      "team": 5,
      "location": "London, United Kingdom",
      "business": "以统一、可版本化的电网模型支持网络规划与决策证据管理。",
      "buyer": "电网运营商及规划团队",
      "delivery": "浏览器行业规划软件；实际收费合同待核",
      "notes": "电网业务属于能源专业应用；合作与客户项目价值不等公司收入。 收入、定价与技术能力仍需专项核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31245",
        "PHYSICAL-CAT-YC31245"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营与长简介：以统一、可版本化的电网模型支持网络规划与决策证据管理。 按交付对象与任务分类，行业买家或创始人经历不直接等于机器人整机研发。",
      "directoryTags": []
    },
    {
      "id": "YC31246",
      "name": "Inth",
      "url": "https://www.ycombinator.com/companies/inth",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": "London, United Kingdom",
      "business": "在代码、PR和网站中检查隐私变更并提供同意管理及证据。",
      "buyer": "开发、产品、隐私和安全团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "按产品代码审核/修复移软件开发，非律师服务。c15t下载量不等独立客户或付费，旧cookie库与现Agent/代码审计分期。CookieBench由同团队维护，不当独立效果；用户律师作法律判断。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "月费原文$36/124/624，超额会话及AI credits另计，1credit原文$0.10；免费、企业定制及BYOC另列，实际收入未知",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31246",
        "INDUSTRY10-CAT-YC31246",
        "INDUSTRY10-INTH-HOME",
        "INDUSTRY10-INTH-PRICE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：在代码、PR和网站中检查隐私变更并提供同意管理及证据。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Developer Tools",
        "Compliance",
        "Web Development",
        "Trust & Safety",
        "AI"
      ],
      "businessModel": "开发隐私工具；同意会话、AI额度、审计及BYOC许可费用待拆"
    },
    {
      "id": "YC31247",
      "name": "Fed10",
      "url": "https://www.ycombinator.com/companies/fed10",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "监测法案及监管提案并交付企业政策影响和倡议建议。",
      "buyer": "企业政府事务及政策团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留政策专业服务；500每小时、3万月费为传统顾问背景，客户千万合规成本风险不是Fed10收入。立法解释和覆盖范围未独立核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31247",
        "INDUSTRY5-CAT-YC31247"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：监测法案及监管提案并交付企业政策影响和倡议建议。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "专业政策研究咨询；监测、咨询与人审费待拆"
    },
    {
      "id": "YC31248",
      "name": "BeeSafe AI",
      "url": "https://www.ycombinator.com/companies/beesafe-ai",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：Frontier AI Defenses for Social Engineering Attacks",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31248"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：通过对抗性对话识别社会工程攻击与金融犯罪，主营专业安全应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31250",
      "name": "The Token Company",
      "url": "https://www.ycombinator.com/companies/the-token-company",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "提供剔除冗余上下文的模型输入压缩中间件及API。",
      "buyer": "生产模型应用与长上下文开发团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留模型设施；客户采购提升和减少推理成本不是公司收入，速度、精度与偏好实验仅自述，未独立复测。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31250",
        "C02-FULL-YC31250"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：提供剔除冗余上下文的模型输入压缩中间件及API。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [],
      "businessModel": "模型输入优化API；计费及合同未核"
    },
    {
      "id": "YC31253",
      "name": "Maven",
      "url": "https://www.ycombinator.com/companies/maven",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "通过API让语音或聊天Agent在对话中收取卡支付并衔接支付网关。",
      "buyer": "语音/聊天Agent与电话支付业务开发团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "不按电话客服买家归客服运营服务；支付金额和PCI合规宣传不等收入或已审计安全结论。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31253",
        "AGENT-CAT-YC31253"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：通过API让语音或聊天Agent在对话中收取卡支付并衔接支付网关。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [],
      "businessModel": "Agent支付接入及处理设施；手续费、交易额及净收入待核"
    },
    {
      "id": "YC31254",
      "name": "Sila",
      "url": "https://www.ycombinator.com/companies/sila",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "公司简介：Agentic Messenger",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31254"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：让团队与Agent在聊天和通话中协同工作，属于企业通用协作。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31255",
      "name": "Grade",
      "url": "https://www.ycombinator.com/companies/grade",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：API for performance-based payroll",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31255"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：为Agent及承包商按成果付款并处理税务合规，主营企业薪酬运营。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Fintech",
        "Payments",
        "Payroll",
        "AI"
      ]
    },
    {
      "id": "YC31256",
      "name": "Canary",
      "url": "https://www.ycombinator.com/companies/canary",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：Adversarial AI that breaks your AI",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31256"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：读取源码理解意图并发现用户流程缺陷，属于软件测试工具。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31257",
      "name": "Atlia",
      "url": "https://www.ycombinator.com/companies/atlia",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "管理短租物业的客人沟通、清洁维护、定价和房东报告。",
      "buyer": "短租物业业主",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留物业服务；YC近零现场人力与官网当地运营/资深人员监督分别记录，不能只凭AI自述推软件毛利。房东增收不是管理公司收入。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网10%管理费；租金、清洁维护转付及实际合同和人员成本待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31257",
        "INDUSTRY5-CAT-YC31257",
        "INDUSTRY5-ATLIA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：管理短租物业的客人沟通、清洁维护、定价和房东报告。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [
        "Real Estate",
        "Proptech",
        "Big Data",
        "AI"
      ],
      "businessModel": "物业管理服务加AI；管理费、当地人员、清洁维护及租金转付待拆"
    },
    {
      "id": "YC31258",
      "name": "Dream",
      "url": "https://www.ycombinator.com/companies/dream",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "提供多角度拍摄并记录车辆及设备损伤的AI摄像头系统。",
      "buyer": "车商、设备租赁和车队团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "按实物摄像系统移C10，不据VLM标签当模型厂商。识别漏损、维修追回及归责为客户价值，非Dream收入；两位创始人旧模型经历不是现相机测试。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31258",
        "MODELTAG-CAT-YC31258"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：提供多角度拍摄并记录车辆及设备损伤的AI摄像头系统。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Hardware",
        "Machine Learning",
        "Computer Vision",
        "B2B",
        "AI"
      ],
      "businessModel": "资产摄像系统；相机、安装、图像计算、记录和支持费待拆"
    },
    {
      "id": "YC31259",
      "name": "Tsenta",
      "url": "https://www.ycombinator.com/companies/tsenta",
      "cat": "C09",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为求职者匹配岗位、改写材料并自动提交申请。",
      "buyer": "求职者",
      "delivery": "已读公司自述；实际交付、合同和财务尚未独立验证。",
      "notes": "自述三个月达到约300万Annualized，但未明示该指标定义、币种代码或日历截止日，不补成ARR。9万多求职者不等于付费客户。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "Starter每月19起（原文$，币种待核）；按申请额度分档",
      "stage": "有公开业务及量化声明；收入可用性见核查",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31259",
        "DEPTH-FLOW-TSENTA-SITE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为求职者匹配岗位、改写材料并自动提交申请。 按主要买家与交付任务归类。",
      "directoryTags": [
        "Marketplace",
        "Consumer",
        "Recruiting",
        "HR Tech",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "按申请额度分档收费的个人应用，支持免费起步",
      "pricingEvidence": "DEPTH-FLOW-TSENTA-SITE"
    },
    {
      "id": "YC31260",
      "name": "Copperlane",
      "url": "https://www.ycombinator.com/companies/copperlane",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：Agentic Mortgage Origination",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31260"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：为按揭贷款机构核验申请材料并辅助承销，属于金融应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31261",
      "name": "Control Seat",
      "url": "https://www.ycombinator.com/companies/control-seat",
      "cat": "C10",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "以传感器及既有设备数据提供机器状态监测、维护诊断和部署支持。",
      "buyer": "制造、能源及工业设备运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "移实体工业监测；旧软件栈/工业集成与官网现预测维护分期，不据runs factories认定无人控制。传感硬件、安装和首读复核是交付成本，停机ROI和预防效果未独立核。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网按设备报价，拆传感器、连接、软件及安装支持的一次/经常费用，无统一公开金额",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31261",
        "INDUSTRY10-CAT-YC31261",
        "INDUSTRY10-CONTROL-HOME",
        "INDUSTRY10-CONTROL-PRICE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：以传感器及既有设备数据提供机器状态监测、维护诊断和部署支持。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Workflow Automation",
        "Monitoring",
        "Industrial"
      ],
      "businessModel": "工业传感系统；设备、连接、软件及安装支持，一次与经常费用分开"
    },
    {
      "id": "YC31262",
      "name": "Talking Computers",
      "url": "https://www.ycombinator.com/companies/talking-computers",
      "cat": "C01",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "研发面向语音Agent的多模态实时交互模型。",
      "buyer": "语音Agent及交互AI研发团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "当前官网和YC强调模型研究，同页TC-1/Facility旧应用描述分开；交互性能、类人能力及自主性尚未独立测试。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31262",
        "AGENT-CAT-YC31262",
        "AGENT-HOME-YC31262"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：研发面向语音Agent的多模态实时交互模型。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "AI"
      ],
      "businessModel": "交互模型研究；模型许可、调用与应用收费比例待核"
    },
    {
      "id": "YC31263",
      "name": "Veriad",
      "url": "https://www.ycombinator.com/companies/veriad",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "London, United Kingdom",
      "business": "为企业广告提供策略、预算、创意审核、投放、优化及跨渠道衡量。",
      "buyer": "企业广告与营销团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留营销运营，旧AI compliance officers与现adOS分开，不仅据旧合规标签归通用GRC。展示100000媒体预算和客户广告支出不等公司收入；合规不是已核法律意见。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31263",
        "SALES-CAT-YC31263",
        "SALES-HOME-04"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业广告提供策略、预算、创意审核、投放、优化及跨渠道衡量。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "B2B",
        "Marketing",
        "Advertising",
        "AI"
      ],
      "businessModel": "广告运营软件，含品牌/合规检查；许可、集成和人工审核待拆"
    },
    {
      "id": "YC31264",
      "name": "Vela",
      "url": "https://www.ycombinator.com/companies/vela",
      "cat": "C05",
      "year": 2026,
      "team": 15,
      "location": "San Francisco",
      "business": "通过邮件、短信及WhatsApp安排和改期多人面试等日程。",
      "buyer": "企业招聘及跨行业行政协调团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "移企业通用工作；当前招聘协调为主要入口，不是代雇主完成招聘的代理事务所。传统助理8万年薪不是Vela收入，旧创业用户不归当前产品。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31264",
        "INDUSTRY5-CAT-YC31264"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：通过邮件、短信及WhatsApp安排和改期多人面试等日程。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "通用日程协调软件；任务、渠道及人工升级成本待核"
    },
    {
      "id": "YC31268",
      "name": "Cova",
      "url": "https://www.ycombinator.com/companies/cova",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "帮助家庭照护者申请报酬并交付居家护理服务。",
      "buyer": "居家护理家庭、照护者及支付方",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留护理服务；自述无非照护者FTE并不等无人工，官网Care Guide及家访职责另记。Michigan牌照和支付计划资格未独立核，不能把护理总额全作软件收入。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31268",
        "INDUSTRY5-CAT-YC31268",
        "INDUSTRY5-COVA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：帮助家庭照护者申请报酬并交付居家护理服务。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [
        "Consumer Health Services",
        "Healthcare",
        "AI"
      ],
      "businessModel": "居家护理服务；支付方回款、照护者工资、协调及系统成本待拆"
    },
    {
      "id": "YC31272",
      "name": "Poth Labs",
      "url": "https://www.ycombinator.com/companies/poth-labs",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "连接客户行为、反馈和对话，研究流失、采用及产品机会。",
      "buyer": "产品增长、客户研究及客户成功团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "从适应性访谈扩展到客户知识图谱，移客户运营；旧调查产品分期。以Slack举例不等已为Slack部署，合作团队数和付费未知，引用证据不保证因果判断正确。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31272",
        "ENTTAG2-CAT-YC31272"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：连接客户行为、反馈和对话，研究流失、采用及产品机会。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Workflow Automation",
        "Market Research",
        "AI"
      ],
      "businessModel": "客户研究软件；数据连接、调研、模型用量和实施费待拆"
    },
    {
      "id": "YC31275",
      "name": "Polymorph",
      "url": "https://www.ycombinator.com/companies/polymorph",
      "cat": "C04",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "以安全的多形态应用及软件基础设施为定位，具体产品交付尚少。",
      "buyer": "应用构建及软件团队（按定位推定，实际签约买家待核）",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "暂保留软件开发分类，YC主要为团队背景、官网仅简短定位；不把secure或创始人奖项当产品安全与技术水平证明，需继续补具体交付。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31275",
        "C04-CAT-YC31275",
        "C04-HOME-YC31275"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：以安全的多形态应用及软件基础设施为定位，具体产品交付尚少。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [],
      "businessModel": "安全应用/软件基础设施研发；产品、合同和收费未披露"
    },
    {
      "id": "YC31276",
      "name": "TensorTest",
      "url": "https://www.ycombinator.com/companies/tensortest",
      "cat": "C03",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为创意Agent提供私有评测、RL任务环境及专家示范与偏好训练数据。",
      "buyer": "创意Agent及模型研发团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力移Agent评测设施；TensorTest原Ritivel，旧医药监管写作应用另列沿革，不将旧药企损失或目标写作效率当现收入；TimelineBench为自建评测未独立核。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31276",
        "C02-FULL-YC31276"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为创意Agent提供私有评测、RL任务环境及专家示范与偏好训练数据。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "B2B",
        "Data Labeling",
        "AI"
      ],
      "businessModel": "Agent评测服务与环境/数据许可；项目及经常性收费待核"
    },
    {
      "id": "YC31277",
      "name": "Dipole Labs",
      "url": "https://www.ycombinator.com/companies/dipole-labs",
      "cat": "C02",
      "year": 2026,
      "team": null,
      "location": "Boston",
      "business": "研发AI集群用光路交换设备及随训练/推理调整网络的控制层。",
      "buyer": "大型AI数据中心、云及光子制造合作方",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "按AI计算设施保留C02，明确硬件不当纯SaaS。亚微秒和25%更多可用算力是目标/自述，十亿年度容量价值不是Dipole收入；正邀设计合作，不等规模出货。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31277",
        "MODELTAG-CAT-YC31277",
        "MODELTAG-DIPOLE-CAPACITY"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：研发AI集群用光路交换设备及随训练/推理调整网络的控制层。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Hard Tech",
        "Semiconductors",
        "AI"
      ],
      "businessModel": "AI算力网络硬件；器件、设计、制造、部署和控制软件成本待拆"
    },
    {
      "id": "YC31280",
      "name": "Rubric AI",
      "url": "https://www.ycombinator.com/companies/rubric-ai",
      "cat": "C02",
      "year": 2025,
      "team": 1,
      "location": "New York City, NY",
      "business": "公司简介：Reasoning and verification infra for AI",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31280"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：把专家判断转换为模型训练和验证信号，属于模型数据与评测设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31283",
      "name": "Ossus",
      "url": "https://www.ycombinator.com/companies/ossus",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：Intelligence for cultural institutions",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31283"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：为图书馆自动化日常工作，属于文化机构专业应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Culture",
        "AI"
      ]
    },
    {
      "id": "YC31285",
      "name": "Brumby",
      "url": "https://www.ycombinator.com/companies/brumby",
      "cat": "C10",
      "year": 2025,
      "team": 3,
      "location": "Sydney, Australia",
      "business": "使用自主无人机放牧，并采集牲畜、牧草和水源等牧场信息。",
      "buyer": "大型牧场及畜牧经营者",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留实体无人系统；GrazeMate到Brumby品牌沿革保留，软件与机体来源待核。牧场原人工/直升机费用不是公司收入，不能由管理面积推ARR。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31285",
        "C10-FULL-YC31285"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：使用自主无人机放牧，并采集牲畜、牧草和水源等牧场信息。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Reinforcement Learning",
        "Drones",
        "Computer Vision",
        "Agriculture"
      ],
      "businessModel": "农业无人系统与监测服务；设备、飞行用量和服务合同待拆"
    },
    {
      "id": "YC31292",
      "name": "Aurorin CAD",
      "url": "https://www.ycombinator.com/companies/aurorin-cad",
      "cat": "C07",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "使用自建参数化及B-Rep几何内核与AI交互，提供机械CAD设计软件。",
      "buyer": "机械设计及工程团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "从普通编码移机械设计应用；Claude code比喻不改变CAD产出，运行速度和几何内核优越性仅自述，未测试工程精度或商业合同。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31292",
        "C04-CAT-YC31292"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：使用自建参数化及B-Rep几何内核与AI交互，提供机械CAD设计软件。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [],
      "businessModel": "专业机械CAD软件；许可、席位及工程服务待核"
    },
    {
      "id": "YC31293",
      "name": "Rainbrand",
      "url": "https://www.ycombinator.com/companies/rainbrand",
      "cat": "C08",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：The brand layer for agents.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31293"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：管理品牌身份、规范和素材供Agent创作使用，按品牌内容主营归类。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31295",
      "name": "Carrot Labs",
      "url": "https://www.ycombinator.com/companies/carrot-labs",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "归集AI供应商支出，并按客户、功能、团队及代码PR归因。",
      "buyer": "AI工程、财务及FinOps团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "当前SuperPenguin成本管理移模型设施，旧Carrot持续调优分期，官网称由Carrot Labs提供。被管理账单是客户付供应商的钱，不是自身销售额，前雇主数十亿收入不归本公司。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网Free至2000管理支出；Growth原文$30/月至5000，Pro$200/月至20000，Enterprise另议；管理额为客户供应商账单，非平台收入，币种待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31295",
        "ENTTAG2-CAT-YC31295",
        "ENTTAG2-CARROT-HOME",
        "ENTTAG2-CARROT-PRICE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：归集AI供应商支出，并按客户、功能、团队及代码PR归因。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "AIOps",
        "FinOps",
        "B2B",
        "AI"
      ],
      "businessModel": "模型成本管理；按被管理AI支出档位订阅，非按席位或请求量收费"
    },
    {
      "id": "YC31300",
      "name": "Shofo",
      "url": "https://www.ycombinator.com/companies/shofo",
      "cat": "C02",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "按模型实验室需求检索、筛选并标注视频，交付定制训练数据集。",
      "buyer": "多模态及视频模型实验室",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从创意移训练数据设施；不是面向用户剪辑电影。十亿视频索引和需求示例100000小时不等交付量或收入，公开抓取不自动证明可商用许可。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31300",
        "CONSUMER-CAT-YC31300"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：按模型实验室需求检索、筛选并标注视频，交付定制训练数据集。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Data Labeling",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "视频索引、数据加工与许可；数据权利、项目和供应方成本待拆"
    },
    {
      "id": "YC31301",
      "name": "OpenVector",
      "url": "https://www.ycombinator.com/companies/openvector",
      "cat": "C07",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "通过现有摄像头理解现场事件并更新企业业务系统。",
      "buyer": "制造、仓储、零售及其他现场运营团队",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "从实体机器人移行业软件。官网接前沿VLM与可审阅工作流，不证明卖自有机器人或基础权重；50ms/最快等自述未独立测，机器人摄像片段不是自主机械执行证明，170k奖学金属创始人经历。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31301",
        "OTHERTAG1-CAT-YC31301",
        "OTHERTAG1-OPENVECTOR-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：通过现有摄像头理解现场事件并更新企业业务系统。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "Robotics",
        "Computer Vision",
        "Infrastructure",
        "Industrial"
      ],
      "businessModel": "视觉专业运营软件；视频推理、系统连接、配置及维护费待拆"
    },
    {
      "id": "YC31302",
      "name": "Remix",
      "url": "https://www.ycombinator.com/companies/remix-3",
      "cat": "C08",
      "year": 2025,
      "team": null,
      "location": "San Francisco",
      "business": "从照片、语音及已连接社交内容生成风格化文章、短视频等素材。",
      "buyer": "个人创作者及社交内容团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留创意软件；与同名开发框架等不合并。并行Agent数量、用户社交资料与免费生成不是收入，账号及素材使用权待核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31302",
        "CONSUMER-CAT-YC31302"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：从照片、语音及已连接社交内容生成风格化文章、短视频等素材。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [],
      "businessModel": "内容生成应用；订阅、用量和第三方账号许可未核"
    },
    {
      "id": "YC31303",
      "name": "Condor Energy",
      "url": "https://www.ycombinator.com/companies/condor-energy",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "Paris, France",
      "business": "整合能耗与市场数据以优化大型企业电力采购。",
      "buyer": "工业商业用电及数据中心采购团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留能源行业；数据中心客户不代表销售算力，电费与节省金额不是平台收入，实际交易执行、效果及合同未核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31303",
        "INDUSTRY5-CAT-YC31303"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：整合能耗与市场数据以优化大型企业电力采购。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "能源采购专业软件；数据、咨询、项目与交易款项待拆"
    },
    {
      "id": "YC31304",
      "name": "Litmus",
      "url": "https://www.ycombinator.com/companies/litmus-hiring",
      "cat": "C05",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "按企业上下文生成技术招聘任务并评估候选人的过程和输出。",
      "buyer": "企业招聘及技术团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。",
      "notes": "移企业招聘；这是评估人而非模型通用基准。历史6万ARR与3000多次评测分别保存，评测数非付费客户，当前自定合同和现场设置成本未拆；评分准确、公平及防作弊未独立核。 原成立与团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网按招聘需求和评测量签定制合同，未给统一公开单价；现场设置、沙盒和评分成本待核",
      "stage": "有历史ARR自述；现财务、合同及经常性未独立核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31304",
        "INDUSTRY10-CAT-YC31304",
        "INDUSTRY10-LITMUS-HOME",
        "INDUSTRY10-LITMUS-LAUNCH"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：按企业上下文生成技术招聘任务并评估候选人的过程和输出。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。",
      "directoryTags": [
        "Recruiting",
        "Data Engineering",
        "AI"
      ],
      "businessModel": "通用招聘评测软件；评测量、定制合同、沙盒及实施支持成本待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC和官网产品关联；精确法律注册、签约主体及收入确认范围未核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读人类招聘评测生成、沙盒及评分描述，未运行评测或独立验证评分、防作弊、公平和实际招聘效果。",
        "evidenceIds": [
          "INDUSTRY10-CAT-YC31304",
          "INDUSTRY10-LITMUS-HOME",
          "INDUSTRY10-LITMUS-LAUNCH"
        ]
      }
    },
    {
      "id": "YC31306",
      "name": "Martini",
      "url": "https://www.ycombinator.com/companies/martini",
      "cat": "C08",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为专业AI影视团队提供协作制作、素材管理及成本追踪工作区。",
      "buyer": "专业影视团队及创作工具开发者",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留行业创作平台，API是同领域交付而非通用运行环境。第三方模型调用费、用户影片预算和自带fal密钥不当公司收入，未运行集成。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31306",
        "CONSUMER-CAT-YC31306"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为专业AI影视团队提供协作制作、素材管理及成本追踪工作区。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Generative AI",
        "Entertainment",
        "Design Tools",
        "Video",
        "Media"
      ],
      "businessModel": "创作协作软件，另有Martini Bar API/MCP/CLI；席位、用量和自带密钥待拆"
    },
    {
      "id": "YC31318",
      "name": "Databuddy",
      "url": "https://www.ycombinator.com/companies/databuddy",
      "cat": "C05",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "调查产品转化、用户挫折和流失数据并提供分析。",
      "buyer": "产品分析及运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留企业分析；转化和客户产品问题不是公司收入，安装一步与实时洞察为自述，未核归因准确率。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31318",
        "ENTERPRISE3-CAT-YC31318"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：调查产品转化、用户挫折和流失数据并提供分析。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "B2B",
        "Analytics",
        "Data Engineering",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "产品数据分析软件；事件、用量、席位与服务费待核"
    },
    {
      "id": "YC31325",
      "name": "Surtr Defense Systems",
      "url": "https://www.ycombinator.com/companies/surtr-defense-systems",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "提供跨硬件的无人系统监测信息融合与操作界面。",
      "buyer": "相关安全及系统集成机构",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从机器人制造移行业软件；ParallaxOS可接不同硬件不代表出售或制造无人机。系统效果、实际客户和合同待核，不记录操作或研发武器的细节。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31325",
        "C10-FULL-YC31325"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：提供跨硬件的无人系统监测信息融合与操作界面。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [],
      "businessModel": "行业操作系统及集成软件；许可、部署和支持收费未核"
    },
    {
      "id": "YC31327",
      "name": "Korso",
      "url": "https://www.ycombinator.com/companies/korso",
      "cat": "C03",
      "year": 2026,
      "team": 3,
      "location": "Irvine, CA",
      "business": "近期发布Shepherd以MCP协调多个代理间通信协作，现具体产品待核。",
      "buyer": "Agent开发与协作团队，当前买家待核",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "据最新相关发布暂移C03，YC现写In Development且官网仅申请入口。旧制造运营与Shepherd双线/转型链未知，开放beta和YC免费非已付费客户；未核开源仓库。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31327",
        "DEVTAG2-CAT-YC31327",
        "DEVTAG2-KORSO-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：近期发布Shepherd以MCP协调多个代理间通信协作，现具体产品待核。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "SaaS",
        "AI"
      ],
      "businessModel": "Agent协作工具暂分类；开源/托管、消息及支持费用待核"
    },
    {
      "id": "YC31330",
      "name": "Standard Signal",
      "url": "https://www.ycombinator.com/companies/standard-signal",
      "cat": "C07",
      "year": 2026,
      "team": 1,
      "location": "New York City, NY",
      "business": "以AI研究及执行交易的对冲基金。",
      "buyer": "合资格投资人及基金出资方",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留金融资产管理；投资本金、资产与投资回报不当ARR。费用及赎回条款仅供合资格者索取，未取得文件，不推许可、收益或收费水平。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31330",
        "INDUSTRY5-CAT-YC31330"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以AI研究及执行交易的对冲基金。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "资产管理；管理费、业绩费、基金资产及交易损益分开"
    },
    {
      "id": "YC31332",
      "name": "Stage",
      "url": "https://www.ycombinator.com/companies/stage",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "New York City, NY",
      "business": "重组代码审查流程，帮助人工和Agent理解并审阅PR。",
      "buyer": "代码评审及软件工程团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留开发工具；Stage、tryluke.dev与stagereview.app在同页出现，精确运营主体未核。免费试用、折扣和五倍速度不作收入。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31332",
        "C04-CAT-YC31332"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：重组代码审查流程，帮助人工和Agent理解并审阅PR。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [],
      "businessModel": "代码评审平台与CLI；试用后席位、托管等收费未核"
    },
    {
      "id": "YC31333",
      "name": "PerfectBit, Inc.",
      "url": "https://www.ycombinator.com/companies/perfectbit-inc",
      "cat": "C01",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "研究面向真实任务的机器人操作及控制学习策略。",
      "buyer": "机器人模型研发及部署团队；实际付费买家待核",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从实体设备暂移行业模型研究；现YC和官网均强调策略，未见自造硬件交付。旧验证训练数据发布单列，技术细节隐身，创始人前Meta工作不当当前成果或收入。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31333",
        "C10-FULL-YC31333",
        "C10-CURRENT-HOME-YC31333"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：研究面向真实任务的机器人操作及控制学习策略。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Machine Learning",
        "Robotics",
        "AI"
      ],
      "businessModel": "机器人策略模型研发；模型许可、训练和部署合同未披露"
    },
    {
      "id": "YC31335",
      "name": "Memoir",
      "url": "https://www.ycombinator.com/companies/memoir",
      "cat": "C05",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "公司简介：The Zoom alternative where agents build what you discuss in real time",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31335"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：在视频会议中查找资料、生成图表并准备跟进事项，属于企业协作。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31340",
      "name": "Illume Labs",
      "url": "https://www.ycombinator.com/companies/illume-labs",
      "cat": "C09",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "整合个人可穿戴、血检及基因资料并提供健康趋势与问答。",
      "buyer": "个人健康及长寿管理用户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "移个人应用；个性化建议、隐私与健康效果均为自述，未核医疗资格或临床准确性，不当获批医疗服务。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31340",
        "INDUSTRY5-CAT-YC31340"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：整合个人可穿戴、血检及基因资料并提供健康趋势与问答。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [
        "Generative AI",
        "Health Tech",
        "Biotech",
        "Health & Wellness",
        "AI"
      ],
      "businessModel": "个人健康软件；订阅、数据及专业支持费用待核"
    },
    {
      "id": "YC31341",
      "name": "Most Robotic",
      "url": "https://www.ycombinator.com/companies/most-robotic",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "以通用家庭机器人和物理AI为方向开展机器人研究。",
      "buyer": "家庭机器人及物理AI研究团队；实际买家未披露",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "按当前简介暂保留机器人研究；旧Instance成功检测器/评测发布另列，官网403缺项。研究愿景不等已造可售机器人或独立能力证据。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31341",
        "C10-FULL-YC31341",
        "C10-CURRENT-HOME-YC31341"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：以通用家庭机器人和物理AI为方向开展机器人研究。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Robotics",
        "AI"
      ],
      "businessModel": "早期机器人研发；设备、模型、研究服务及收费模式待核"
    },
    {
      "id": "YC31343",
      "name": "Multiplier",
      "url": "https://www.ycombinator.com/companies/multiplier",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "New York City, NY",
      "business": "结合机构数据、知识和Agent，为资产管理团队部署股票研究及组合管理平台。",
      "buyer": "对冲基金及机构资产管理团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "当前面向金融买家，按行业专业应用归C07；WithAI与Multiplier同页沿革保留，客户资产规模不是公司收入，100K以上ARR仅自述且无日历时点。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "定制部署/咨询；本轮未取得公开套餐或已签收费拆分",
      "stage": "YC自述已服务六家对冲基金；独立付费核验和收入合同待补",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31343",
        "AGENT-CAT-YC31343",
        "AGENT-HOME-YC31343"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：结合机构数据、知识和Agent，为资产管理团队部署股票研究及组合管理平台。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "Fintech",
        "Productivity",
        "Investing",
        "AI",
        "Stocks"
      ],
      "businessModel": "金融研究软件与前线部署、定制连接及持续支持服务；合同拆分待核",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC原WithAI发布、Multiplier现主营及multiplier.ai官网对应同一创始人和产品；精确法律注册和新旧品牌签约主体未独立核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读YC和官网金融工作台、数据连接及部署自述；未独立运行、测试投资效果或复现技术性能。",
        "evidenceIds": [
          "AGENT-CAT-YC31343",
          "AGENT-HOME-YC31343"
        ]
      }
    },
    {
      "id": "YC31346",
      "name": "Rudus",
      "url": "https://www.ycombinator.com/companies/rudus",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "识别建筑图纸的混凝土构件并生成工程量及估价材料。",
      "buyer": "混凝土分包商与建筑估算人员",
      "delivery": "建筑工程量与估算软件",
      "notes": "提高投标数和节省时间是厂商自述，不是独立验证或公司收入。 收入、定价与技术能力仍需专项核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31346",
        "PHYSICAL-CAT-YC31346"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营与长简介：识别建筑图纸的混凝土构件并生成工程量及估价材料。 按交付对象与任务分类，行业买家或创始人经历不直接等于机器人整机研发。",
      "directoryTags": []
    },
    {
      "id": "YC31349",
      "name": "Palette",
      "url": "https://www.ycombinator.com/companies/palette-2",
      "cat": "C08",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "整合生成、分发及优化流程，为品牌和受众制作互动媒体。",
      "buyer": "品牌及媒体创作团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留创意媒体交付；自我改进及全自动是自述，未核不同产品线现收入，研究者背景不等自研基础模型已发布。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31349",
        "CONSUMER-CAT-YC31349"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：整合生成、分发及优化流程，为品牌和受众制作互动媒体。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Generative AI",
        "Video",
        "AI"
      ],
      "businessModel": "媒体生成平台及制作/优化服务；软件、投放与服务费用待拆"
    },
    {
      "id": "YC31351",
      "name": "Scope",
      "url": "https://www.ycombinator.com/companies/scope",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：We help software companies get discovered and used by AI agents",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方长简介人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31351"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方长简介：衡量产品被Agent发现和采用的情况并优化曝光与使用，属于客户增长运营。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31352",
      "name": "Marker",
      "url": "https://www.ycombinator.com/companies/marker",
      "cat": "C05",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "由前置部署工程师辅助企业发现并实施Agent流程。",
      "buyer": "企业流程改造及部署负责人",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留跨企业改造服务；平台复用不等已实现SaaS毛利，创始人Drapr出售及Gap旧经历不归Marker收入或客户。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31352",
        "ENTERPRISE3-CAT-YC31352"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：由前置部署工程师辅助企业发现并实施Agent流程。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Generative AI",
        "SaaS",
        "B2B",
        "Workflow Automation",
        "AI"
      ],
      "businessModel": "平台加FDE咨询实施；项目、许可和持续服务费待拆"
    },
    {
      "id": "YC31359",
      "name": "Twolabs",
      "url": "https://www.ycombinator.com/companies/twolabs",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "构建可验证RL环境、评测和专有训练数据，面向模型及机器人策略后训练。",
      "buyer": "前沿模型及机器人策略训练团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "现官网与YC一致保留训练设施；旧养老人形机器人Tobi发布单列沿革，不据旧设计推定当前量产、交付或收入。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31359",
        "C02-FULL-YC31359",
        "C02-CURRENT-HOME-YC31359"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：构建可验证RL环境、评测和专有训练数据，面向模型及机器人策略后训练。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Robotics",
        "AI"
      ],
      "businessModel": "模型训练环境与数据；许可、项目和后续设施收费待核"
    },
    {
      "id": "YC31360",
      "name": "LightSprint",
      "url": "https://www.ycombinator.com/companies/lightsprint",
      "cat": "C04",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "让产品团队规划、预览并用云编码Agent交付软件。",
      "buyer": "产品及软件工程团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移软件开发；非工程师是使用者而非企业通用分类依据，前雇主资产规模和经历不归LightSprint收入或资产。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31360",
        "ENTERPRISE3-CAT-YC31360"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：让产品团队规划、预览并用云编码Agent交付软件。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "协作软件开发平台；Agent运行、环境、许可和服务费待拆"
    },
    {
      "id": "YC31362",
      "name": "Discovered Materials",
      "url": "https://www.ycombinator.com/companies/discovered-materials",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "使用AI Agent提出候选材料，并结合物理实验研发半导体材料。",
      "buyer": "芯片、晶圆厂及封装散热研发团队",
      "delivery": "已读YC当前主营及相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力设施移材料研发专业应用；同页Matforge旧名保留，创始人此前研究被采纳和旧公司被收购不归本公司收入，材料效果及发现周期未独立核。 成立及团队字段保留原YC快照，不等法律注册或最新雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31362",
        "C02-BOUNDARY-YC31362"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：使用AI Agent提出候选材料，并结合物理实验研发半导体材料。 按主要买家与交付分类；compute/chip/computer-use关键词不直接等算力交付。",
      "directoryTags": [
        "Semiconductors",
        "AI"
      ],
      "businessModel": "材料发现研发与实验交付；研究合同、材料销售及知识产权许可模式待核"
    },
    {
      "id": "YC31363",
      "name": "Saffron",
      "url": "https://www.ycombinator.com/companies/saffron",
      "cat": "C05",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "以真实代码库和AI辅助编程过程评估工程师候选人。",
      "buyer": "企业技术招聘及工程团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "评估对象是人而非基础模型，移企业通用工作；创始人研究履历不当当前产品独立评测，评分公平与防作弊、实际付费未核。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31363",
        "INDUSTRY11-CAT-YC31363"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：以真实代码库和AI辅助编程过程评估工程师候选人。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "SaaS",
        "Human Resources",
        "HR Tech"
      ],
      "businessModel": "通用招聘评测软件；任务、沙盒、评分和支持费用待核"
    },
    {
      "id": "YC31366",
      "name": "Nine Fives",
      "url": "https://www.ycombinator.com/companies/nine-fives",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "制造可通过浏览器及API操作的射频测试仪器及配套机架软件。",
      "buyer": "射频设备、电子制造及测试团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从机器人移专业电子测试设备；AI-ready指易于自动化，是否AI本身为核心产品待补证。官网标价及售罄不证明销量或实际收入，未接入任何仪器。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31366",
        "C10-FULL-YC31366",
        "C10-CURRENT-HOME-YC31366"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：制造可通过浏览器及API操作的射频测试仪器及配套机架软件。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Hard Tech",
        "Aerospace",
        "Telecommunications"
      ],
      "businessModel": "专业测试硬件与软件；设备销售、服务和许可待拆"
    },
    {
      "id": "YC31369",
      "name": "InLoop Robotics",
      "url": "https://www.ycombinator.com/companies/inloop-robotics",
      "cat": "C10",
      "year": 2026,
      "team": 10,
      "location": "Germany",
      "business": "部署机械臂完成仓库拣选、包装和履约，结合远程人工处理失败。",
      "buyer": "仓库、履约中心及工厂运营企业",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留机器人作业；付费试点仅自述无金额，100000以上集成项目是客户原方案费用，非本公司收入。吞吐与成功率、人工接管成本未独立核。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31369",
        "C10-FULL-YC31369"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：部署机械臂完成仓库拣选、包装和履约，结合远程人工处理失败。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [],
      "businessModel": "按月机器人作业服务，含部署和远程支持；合同与成本待拆"
    },
    {
      "id": "YC31370",
      "name": "Dayjob",
      "url": "https://www.ycombinator.com/companies/dayjob",
      "cat": "C07",
      "year": null,
      "team": 5,
      "location": "London, United Kingdom",
      "business": "接入现有ERP，用AI辅助短途货车调度及路线优化。",
      "buyer": "短途货运、废物运输与工业物流车队",
      "delivery": "叠加现有ERP的调度软件；实际订阅、实施及服务合同待核",
      "notes": "YC成立栏列2025，但创始人说明2022已开始ERP业务、2025年1月转型；成立主体链未核，year暂留空。 收入、定价与技术能力仍需专项核验。 同页有$496K和$653K两个ARR里程碑，具体业务截至日、币种与合同边界不明，不认定冲突为造假。",
      "cohort": "2022年业务起步、2025年1月转型；YC成立栏2025，与公司法律成立年是否相同待核",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31370",
        "PHYSICAL-CAT-YC31370"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC当前主营与长简介：接入现有ERP，用AI辅助短途货车调度及路线优化。 按交付对象与任务分类，行业买家或创始人经历不直接等于机器人整机研发。",
      "directoryTags": [],
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC介绍与创始人Q&A属于同一公司页面；尚无注册主体或独立新公司的原始证明。",
      "businessModel": "面向现有ERP的物流调度软件；持续订阅、实施和旧ERP收入边界未核",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读YC调度产品及集成描述；未独立运行或测试，客户收益自述不作公司收入。",
        "evidenceIds": [
          "PHYSICAL-CAT-YC31370"
        ]
      }
    },
    {
      "id": "YC31371",
      "name": "The Company Company",
      "url": "https://www.ycombinator.com/companies/the-company-company",
      "cat": "C05",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "公司简介：The operating system for tech startups.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31371"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：以共享记忆和Agent运行时承接初创公司的工程、销售、财务等工作，按企业综合运营归类。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31373",
      "name": "Atrisa",
      "url": "https://www.ycombinator.com/companies/atrisa",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "用Agent构建、调试和自动化模拟电路设计。",
      "buyer": "模拟电路及电子设计工程团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从创意移电子工程应用；design不是图片创作，Agent不是通用运行设施。简介短，电路正确性、产品成熟度和合同未独立核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31373",
        "CONSUMER-CAT-YC31373"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：用Agent构建、调试和自动化模拟电路设计。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [],
      "businessModel": "专业电路设计软件；许可、模型用量和工程服务待核"
    },
    {
      "id": "YC31374",
      "name": "Tenet Industries",
      "url": "https://www.ycombinator.com/companies/tenet-industries",
      "cat": "C10",
      "year": 2026,
      "team": 3,
      "location": "Munich, Germany",
      "business": "建设采用AI及机器人的电子制造与PCB组装工厂。",
      "buyer": "电子产品及制造采购团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "移实体制造，目录称正在慕尼黑建厂，不认定已建成或实现即时量产；加工订单不等软件订阅，设备利用率、合同及交付能力未核。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31374",
        "INDUSTRY11-CAT-YC31374"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：建设采用AI及机器人的电子制造与PCB组装工厂。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Hardware",
        "Manufacturing",
        "Automation",
        "Electronics",
        "Industrial"
      ],
      "businessModel": "电子制造服务；厂房、设备、物料和加工成本待拆"
    },
    {
      "id": "YC31376",
      "name": "Light Anchor",
      "url": "https://www.ycombinator.com/companies/light-anchor",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "Seoul, South Korea",
      "business": "运用Agent运营消费品牌及电商店铺，并提供品牌增长服务。",
      "buyer": "消费品牌经营者及自有品牌消费者",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从个人应用移商业运营；现7品牌与旧旗舰/实验店发布时间分开。每品牌10000预算不是收入，Upwork任务及Sendbird旧工作不归现财务，不能按品牌数推ARR。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31376",
        "CONSUMER-CAT-YC31376"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：运用Agent运营消费品牌及电商店铺，并提供品牌增长服务。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "E-commerce",
        "AI"
      ],
      "businessModel": "增长服务与自营电商组合；代理费、商品销售、平台和投放成本待拆"
    },
    {
      "id": "YC31378",
      "name": "GodHands",
      "url": "https://www.ycombinator.com/companies/godhands",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "从日常工具记录工作步骤、例外及知识，构建操作手册并自动化流程。",
      "buyer": "企业运营、入职及知识管理团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留通用工作；捕获隐性知识和收购整合为用例，不等已经完成并购、获授权录制或实测自动化。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31378",
        "ENTERPRISE3-CAT-YC31378"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：从日常工具记录工作步骤、例外及知识，构建操作手册并自动化流程。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "B2B",
        "Enterprise",
        "Automation",
        "Operations",
        "AI"
      ],
      "businessModel": "流程知识及自动化软件；席位、运行、集成与实施待拆"
    },
    {
      "id": "YC31380",
      "name": "Superlog",
      "url": "https://www.ycombinator.com/companies/superlog",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "Paris, France",
      "business": "自动安装和维护OpenTelemetry观测，调查故障并提出修复PR。",
      "buyer": "软件工程及生产运维团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留软件运维工具；修复仍需用户合并，不当完全无人运维。创始人此前两家创业及Bluco数百万ARR不归Superlog，自身收入留缺。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31380",
        "C04-CAT-YC31380"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：自动安装和维护OpenTelemetry观测，调查故障并提出修复PR。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "Open Source",
        "Kubernetes",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "可观测与故障修复软件；用量、订阅和工程支持待拆"
    },
    {
      "id": "YC31383",
      "name": "Juno",
      "url": "https://www.ycombinator.com/companies/juno-chat",
      "cat": "C09",
      "year": 2025,
      "team": 5,
      "location": "London, United Kingdom",
      "business": "为慢性病个人用户提供AI健康助手。",
      "buyer": "慢性病个人用户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "移个人应用；30万患者是自述采用规模，不是付费用户或收入。简介仅称October上线，未从该相对措辞推具体年份，医疗效果未核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31383",
        "INDUSTRY5-CAT-YC31383"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为慢性病个人用户提供AI健康助手。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "个人健康助手；订阅、专业服务及付费转化待核"
    },
    {
      "id": "YC31385",
      "name": "Zolvo",
      "url": "https://www.ycombinator.com/companies/zolvo",
      "cat": "C07",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "公司简介：AI for Commercial Lending",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31385"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为商业贷款机构审阅文件、核验发票、催收和匹配付款，属于专业金融运营。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31386",
      "name": "Interfaze",
      "url": "https://www.ycombinator.com/companies/interfaze",
      "cat": "C01",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "公司简介：AI model built for high accuracy deterministic tasks",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31386"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：研发结合专用网络与Transformer的新模型架构，属于模型研究；基准优越性未独立核验。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31390",
      "name": "Wealor",
      "url": "https://www.ycombinator.com/companies/wealor",
      "cat": "C07",
      "year": 2026,
      "team": null,
      "location": "Paris, France",
      "business": "为财富管理人员提供AI工作平台。",
      "buyer": "财富管理机构及顾问",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "暂留财富管理应用，简介及发布仍缺具体交付与价格。90万亿行业资产不是Wealor收入，牌照、客户和效果未核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31390",
        "INDUSTRY5-CAT-YC31390"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为财富管理人员提供AI工作平台。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "专业金融软件；任务、数据与合同费待核"
    },
    {
      "id": "YC31393",
      "name": "KelAI",
      "url": "https://www.ycombinator.com/companies/kelai",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "New York City, NY",
      "business": "公司简介：The AI Quant: Autonomous Alpha Engine for Funds and Traders.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31393"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为对冲基金及机构投资者研究并验证交易信号，属于专业金融应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31395",
      "name": "Deep Interactions",
      "url": "https://www.ycombinator.com/companies/deep-interactions",
      "cat": "C04",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "结合需求、数据及团队协作，构建并交付AI应用。",
      "buyer": "有AI产品建设需求的企业团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留应用开发分类；同日下午交付为自述，平台与代建产品服务须拆合同。客户未落地试点的预算损失不是公司收入。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31395",
        "C04-CAT-YC31395"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：结合需求、数据及团队协作，构建并交付AI应用。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "Collaboration",
        "Design Tools",
        "No-code",
        "AI"
      ],
      "businessModel": "协作应用构建平台与产品实施服务；软件、工程人力和项目收费待拆"
    },
    {
      "id": "YC31396",
      "name": "BayMachines",
      "url": "https://www.ycombinator.com/companies/baymachines",
      "cat": "C02",
      "year": 2025,
      "team": 7,
      "location": "San Francisco",
      "business": "在客户本地部署隔离网络的GPU容器，支持本地AI运行与微调。",
      "buyer": "有隔离部署需求的企业团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留算力设施；行业标签不改变主要交付。CMMC/NIST要求的支持表述不等取得认证，本轮未核合同、真实客户或独立安全结论。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31396",
        "C02-FULL-YC31396"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：在客户本地部署隔离网络的GPU容器，支持本地AI运行与微调。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Hardware",
        "Defense",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "本地GPU算力与部署服务；设备、租赁及支持收费待拆"
    },
    {
      "id": "YC31398",
      "name": "Pavoot",
      "url": "https://www.ycombinator.com/companies/pavoot",
      "cat": "C06",
      "year": 2026,
      "team": null,
      "location": "San Francisco",
      "business": "公司简介：AI Event Manager for in-person events",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31398"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为企业客户活动管理邀请、互动与销售跟进，属于获客和客户关系运营。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31400",
      "name": "shotwell.ai",
      "url": "https://www.ycombinator.com/companies/shotwellai",
      "cat": "C02",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "为机器人遥操作和第一视角数据提供密集语义标注、任务遵循验证与数据质量检查。",
      "buyer": "机器人模型与数据采集团队",
      "delivery": "训练数据标注和质量服务；具体定价与合同待核",
      "notes": "应用买家是机器人团队，但交付是训练数据设施；速度宣传未独立复核。 收入、定价与技术能力仍需专项核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31400",
        "PHYSICAL-CAT-YC31400"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营与长简介：为机器人遥操作和第一视角数据提供密集语义标注、任务遵循验证与数据质量检查。 按交付对象与任务分类，行业买家或创始人经历不直接等于机器人整机研发。",
      "directoryTags": []
    },
    {
      "id": "YC31402",
      "name": "Standout",
      "url": "https://www.ycombinator.com/companies/standout",
      "cat": "C05",
      "year": 2025,
      "team": 7,
      "location": "San Francisco",
      "business": "以代表人才与公司的代理做匹配、评估和招聘介绍。",
      "buyer": "企业招聘团队及人才市场参与者",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "移通用招聘；万人才、60公司、百次介绍不是付费客户或成功入职。创始人此前Zealy的300万ARR及150万MAU不归Standout。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31402",
        "INDUSTRY5-CAT-YC31402"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以代表人才与公司的代理做匹配、评估和招聘介绍。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "招聘市场软件；介绍、订阅或成功费以及人审费待核"
    },
    {
      "id": "YC31404",
      "name": "Userlens",
      "url": "https://www.ycombinator.com/companies/userlens",
      "cat": "C06",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "根据产品行为为用户生成个性化采用指引和跟进。",
      "buyer": "B2B SaaS产品、PLG及客户成功团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移客户运营。官网现Lumi采用指引与旧CSM续约/QBR分期；Quartr和Smartly的ARR属于客户，Wudpecker用户/客户是前业务，不转为本公司收入或付费数。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31404",
        "ENTTAG2-CAT-YC31404",
        "ENTTAG2-USERLENS-HOME",
        "ENTTAG2-USERLENS-CLIENT"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：根据产品行为为用户生成个性化采用指引和跟进。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "Productivity",
        "Enterprise Software",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "客户采用/留存软件；触达、连接、模型和实施费用待拆"
    },
    {
      "id": "YC31407",
      "name": "Sherpa",
      "url": "https://www.ycombinator.com/companies/sherpa",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：Make websites improve themselves.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31407"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：测试网站并优化转化及AI推荐曝光，主营客户增长。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31408",
      "name": "Antinuous",
      "url": "https://www.ycombinator.com/companies/antinuous",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为研发及知识工作提供自主研究、测试和迭代辅助，产品范围待核。",
      "buyer": "研发及知识工作团队，具体买家待核",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "当前描述广泛暂留通用研究，不按愿景推新模型或单一科学行业。旧Salesgraph销售辅助分期；官网本次不可读，未核无人在环能力。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31408",
        "ENTERPRISE3-CAT-YC31408",
        "ENTERPRISE3-ANTINUOUS-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为研发及知识工作提供自主研究、测试和迭代辅助，产品范围待核。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "AI"
      ],
      "businessModel": "研究Agent软件或服务；任务、算力及专家交付待核"
    },
    {
      "id": "YC31410",
      "name": "RentAHuman",
      "url": "https://www.ycombinator.com/companies/rentahuman",
      "cat": "C03",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：Marketplace for AI agents to hire humans.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31410"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为AI Agent提供雇用、协调和支付人类完成现实任务的市场，按Agent执行连接设施归类。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31412",
      "name": "ClaimKit",
      "url": "https://www.ycombinator.com/companies/claimkit",
      "cat": "C07",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "为美国、英国及澳大利亚客户提供研发税抵扣服务。",
      "buyer": "企业税务及研发抵扣申请客户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留税务服务；抵扣额与税款不等公司服务费，不据AI-native认定纯软件收入，执业资格与各法域实际服务范围未核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31412",
        "INDUSTRY5-CAT-YC31412"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为美国、英国及澳大利亚客户提供研发税抵扣服务。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [
        "Finance",
        "B2B",
        "AI"
      ],
      "businessModel": "专业税务事务；项目、成果、专业人员及软件费用待核"
    },
    {
      "id": "YC31413",
      "name": "Arga Labs",
      "url": "https://www.ycombinator.com/companies/arga-labs",
      "cat": "C03",
      "year": 2025,
      "team": 5,
      "location": "Vancouver, Canada",
      "business": "公司简介：Real-world sandboxes to test and train AI agents",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31413"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：提供外部服务的API与MCP副本作为Agent测试环境，属于Agent评测设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31415",
      "name": "Synphony",
      "url": "https://www.ycombinator.com/companies/synphony",
      "cat": "C10",
      "year": 2025,
      "team": 10,
      "location": "San Francisco",
      "business": "部署采摘草莓的机器人，并提供农场分析、数据连接和Agent软件。",
      "buyer": "草莓种植及农业运营企业",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留农业实体交付；California草莓及浆果市场规模、劳动力占比和创始人旧应用用户不归Synphony收入，不凭great margins宣传认定毛利。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31415",
        "C10-FULL-YC31415"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：部署采摘草莓的机器人，并提供农场分析、数据连接和Agent软件。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [],
      "businessModel": "农业机器人作业加软件，并称对实验室售数据/评测；分项收入待拆"
    },
    {
      "id": "YC31417",
      "name": "Pairio",
      "url": "https://www.ycombinator.com/companies/pairio",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "Germany",
      "business": "通过语音、照片、视频和设备手册辅助工厂人员排查故障并沉淀维修知识。",
      "buyer": "工厂维护经理、技师与设备操作员",
      "delivery": "工业维修知识与故障排查移动软件",
      "notes": "四家德国工厂使用为公司自述，付费和效果未独立核；不据服务工厂归机器人整机。 收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31417",
        "PHYSICAL-CAT-YC31417"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营与长简介：通过语音、照片、视频和设备手册辅助工厂人员排查故障并沉淀维修知识。 按交付对象与任务分类，行业买家或创始人经历不直接等于机器人整机研发。",
      "directoryTags": []
    },
    {
      "id": "YC31418",
      "name": "Taiga",
      "url": "https://www.ycombinator.com/companies/taiga",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为医疗诊所编码、提交保险账单并追踪拒赔。",
      "buyer": "医疗机构及账单运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留医疗账单服务；诊所保险收款不是Taiga收入，每笔拒赔跟进是服务主张，不等实际成功率或已确认收入。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31418",
        "INDUSTRY5-CAT-YC31418"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为医疗诊所编码、提交保险账单并追踪拒赔。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "医疗账单软件与服务；索赔、实施及人工处理成本待拆"
    },
    {
      "id": "YC31419",
      "name": "StableBrowse",
      "url": "https://www.ycombinator.com/companies/stablebrowse",
      "cat": "C02",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "为物理AI采集并后处理多模态任务训练数据。",
      "buyer": "机器人及具身模型训练团队",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "按现官网从机器人移模型数据。旧浏览器图/70至80%token节省、3至4倍和98%成功不套用新数据业务。当前人工标注复核是成本，创始人MDD前研究不当公司数据销量或独立能力。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31419",
        "OTHERTAG1-CAT-YC31419",
        "OTHERTAG1-STABLE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：为物理AI采集并后处理多模态任务训练数据。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "Robotics",
        "AI"
      ],
      "businessModel": "训练数据基础设施/服务；传感采集、标注审核、校准和交付费用待拆"
    },
    {
      "id": "YC31420",
      "name": "Kimpton",
      "url": "https://www.ycombinator.com/companies/kimpton",
      "cat": "C02",
      "year": 2025,
      "team": 5,
      "location": "New York City, NY",
      "business": "以真实数据构建模型训练环境、评估任务及运行接口。",
      "buyer": "前沿AI实验室及金融投资团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "按当前官网训练环境移C02；旧投资OS与现Koliseum/EvalRouter分期，不能据金融场景全算行业软件。旧基金1000万募集、3500万资产和客户33亿AUM均排除营收，未运行基准或核评分完整性。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31420",
        "INDUSTRY5-CAT-YC31420",
        "INDUSTRY5-KIMPTON-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以真实数据构建模型训练环境、评估任务及运行接口。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [
        "B2B",
        "Investments",
        "Trading",
        "AI"
      ],
      "businessModel": "模型训练和评估环境；定制环境、评估API及投资OS合同待拆"
    },
    {
      "id": "YC31421",
      "name": "Lamina Labs",
      "url": "https://www.ycombinator.com/companies/lamina-labs",
      "cat": "C08",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "通过Simi将提示或文档转为白板讲解视频，提供应用及API。",
      "buyer": "培训、教育、营销及内容团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留内容生成；基础设施定位不直接等基础模型或通用算力。Simi是产品名不新增公司，速度、语言覆盖和长视频效果未复测，同行制作报价非收入。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31421",
        "CONSUMER-CAT-YC31421"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：通过Simi将提示或文档转为白板讲解视频，提供应用及API。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [],
      "businessModel": "视频生成软件/API；订阅、生成用量和配音/模型成本待拆"
    },
    {
      "id": "YC31424",
      "name": "Lab0",
      "url": "https://www.ycombinator.com/companies/lab0",
      "cat": "C06",
      "year": 2026,
      "team": 7,
      "location": "Bengaluru, India",
      "business": "为B2B软件客户部署自动执行集成、配置和调优工作。",
      "buyer": "B2B软件实施及售后部署团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移客户实施运营，与Unisson按同一买家划分。示例20万合同、前雇主Emergent一亿ARR不归Lab0收入或已签合同。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31424",
        "ENTERPRISE3-CAT-YC31424"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为B2B软件客户部署自动执行集成、配置和调优工作。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Enterprise",
        "AI"
      ],
      "businessModel": "客户实施自动化加工程交付；项目、用量、平台和人力待拆"
    },
    {
      "id": "YC31427",
      "name": "Paper Star",
      "url": "https://www.ycombinator.com/companies/paper-star",
      "cat": "C09",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "当前公开产品：Napkin Math个性化AI饮食日志；公司宽泛标语为下一代Agent。",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31427"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：YC页面的公司发布介绍Napkin Math个性化AI饮食日志，按当前公开消费者产品归类；公司标语较宽泛，后续需追踪主营变化。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AI"
      ]
    },
    {
      "id": "YC31428",
      "name": "Ontora",
      "url": "https://www.ycombinator.com/companies/ontora",
      "cat": "C05",
      "year": 2026,
      "team": 3,
      "location": "Berlin, Germany",
      "business": "访谈员工以识别实际流程、组织知识及自动化瓶颈。",
      "buyer": "企业运营及流程改造负责人",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留流程发现；五设计伙伴、150演示及70万融资不当收入，客户估计生产力损失不等已回收收益或公司ARR。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31428",
        "ENTERPRISE3-CAT-YC31428"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：访谈员工以识别实际流程、组织知识及自动化瓶颈。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Robotic Process Automation",
        "Enterprise",
        "AI"
      ],
      "businessModel": "流程发现和知识软件；访谈、席位及咨询费待核"
    },
    {
      "id": "YC31430",
      "name": "Voquill",
      "url": "https://www.ycombinator.com/companies/voquill",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "为医疗实验室管理样本接收、报告、编码和合规工作。",
      "buyer": "医疗实验室及病理团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留完整实验室OS；旧语音病理助手为模块。25病理医生采用及20%效率提升自述不是付费收入或独立临床效果，行业账单及漏收不归本公司。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31430",
        "INDUSTRY5-CAT-YC31430"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为医疗实验室管理样本接收、报告、编码和合规工作。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "实验室运营软件；系统、语音、实施及专业审核费待拆"
    },
    {
      "id": "YC31432",
      "name": "Keyframe Labs",
      "url": "https://www.ycombinator.com/companies/keyframe-labs",
      "cat": "C01",
      "year": 2025,
      "team": 2,
      "location": "Los Angeles, CA",
      "business": "研发实时交互人像模型并提供头像视频调用接口。",
      "buyer": "交互应用开发及企业团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "按自有领域模型移C01，persona系列与嵌入接口分开。180ms、真实性及并发为自述未独立核，第三方LLM/语音仍可另用；0.06/min起价不等全栈成本或ARR。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "人像视频推理原文0.06/分钟起；不同模型/并发和第三方LLM/语音成本及实际合同待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31432",
        "DEVTAG2-CAT-YC31432",
        "DEVTAG2-KEYFRAME-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：研发实时交互人像模型并提供头像视频调用接口。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "SaaS",
        "B2B",
        "API",
        "AI"
      ],
      "businessModel": "人像领域模型及推理；会话分钟、并发、部署与支持费待拆"
    },
    {
      "id": "YC31433",
      "name": "Savant",
      "url": "https://www.ycombinator.com/companies/savant",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "连接企业工具，整理文档与未记录流程，为员工及Agent提供工作知识。",
      "buyer": "企业知识及运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留企业知识；company brain不是自研基础模型证据，未经文档/代码复测，不据未记录知识主张推覆盖率。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31433",
        "ENTERPRISE3-CAT-YC31433"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：连接企业工具，整理文档与未记录流程，为员工及Agent提供工作知识。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "组织知识软件；连接、席位、存储和实施费用待拆"
    },
    {
      "id": "YC31436",
      "name": "Prototyping.io",
      "url": "https://www.ycombinator.com/companies/prototypingio",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：Autonomous manufacturing for mechanical parts",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31436"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：分析CAD可制造性并自动化实体机械零件生产，属于制造产业。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31437",
      "name": "Sidekick",
      "url": "https://www.ycombinator.com/companies/textsidekick",
      "cat": "C07",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "通过消息及设备数据处理定制制造现场知识、工单和采购任务。",
      "buyer": "定制制造企业及车间团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移制造行业工作，文本和设备数据为交付接口，不等制造机器人。15%更多订单为客户效果，不归自身收入。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31437",
        "ENTERPRISE3-CAT-YC31437"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：通过消息及设备数据处理定制制造现场知识、工单和采购任务。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Manufacturing",
        "AI Assistant",
        "Industrial"
      ],
      "businessModel": "制造运营软件；工厂、消息、任务与集成费待拆"
    },
    {
      "id": "YC31440",
      "name": "AGI Deploy Co",
      "url": "https://www.ycombinator.com/companies/agi-deploy-co",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "自述以通用智能重建关键行业公司，当前具体交付待核。",
      "buyer": "关键行业经营主体，具体买家待核",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "短简介暂留行业专业，不能仅因AGI命名归基础模型。附载Mount保险发布与现AGI Deploy Co的改名/业务链未核，旧媒体40万收入不归当前公司；官网读取缺项。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立；原Mount发布与现AGI Deploy Co的主体及业务沿革待核",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31440",
        "INDUSTRY11-CAT-YC31440",
        "INDUSTRY11-AGI-ACCESS",
        "INDUSTRY11-MOUNT-LAUNCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：自述以通用智能重建关键行业公司，当前具体交付待核。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Health Tech",
        "Healthcare",
        "Health & Wellness",
        "AI"
      ],
      "businessModel": "行业经营与改造；承保、软件或其他当前收费边界未核"
    },
    {
      "id": "YC31441",
      "name": "Infera",
      "url": "https://www.ycombinator.com/companies/infera",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "将实验描述转为仪器脚本、人工步骤及实验室记录。",
      "buyer": "学术实验室、核心设施及生物科技实验团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移专业实验软件，控制既有仪器不等自制机器人。Boston试点不等已付费，人工移液仍需人做，协议验证及真实实验结果未实测。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31441",
        "ENTTAG2-CAT-YC31441"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：将实验描述转为仪器脚本、人工步骤及实验室记录。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Biotech",
        "Automation",
        "AI"
      ],
      "businessModel": "实验室专业软件；仪器接入、协议验证、分析及人工支持费待拆"
    },
    {
      "id": "YC31444",
      "name": "Alchemize",
      "url": "https://www.ycombinator.com/companies/alchemize",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "自述建设AI原生海关报关业务，当前细节未公开核实。",
      "buyer": "进口商、物流及报关业务团队，具体买家待核",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "按YC短主营移专业报关，官网无可读正文，不把AI-enabled标题推为全自动或已持有牌照，主体、合同、收入和人工交付均留缺。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31444",
        "ENTTAG2-CAT-YC31444",
        "ENTTAG2-ALCHEMIZE-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：自述建设AI原生海关报关业务，当前细节未公开核实。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "B2B"
      ],
      "businessModel": "报关专业业务暂分类；软件费、代办费、人力及责任成本待拆"
    },
    {
      "id": "YC31445",
      "name": "Harbor",
      "url": "https://www.ycombinator.com/companies/runharbor",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "提供临床试验数据软件，并扩展为全流程合同研究服务。",
      "buyer": "医疗器械、生物医药公司及试验申办方",
      "delivery": "已读公司自述；实际交付、合同和财务尚未独立验证。",
      "notes": "未来十二个月18.7万软件合同收入、发布帖月软件收入1.56万及三年193万CRO合同分别保存；服务总合同额不充当ARR。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "商业研究每月2000起（原文$，币种待核）；企业量价，学术档免费",
      "stage": "有公开业务及量化声明；收入可用性见核查",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31445",
        "DEPTH-FLOW-HARBOR-SITE"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：提供临床试验数据软件，并扩展为全流程合同研究服务。 按主要买家与交付任务归类。",
      "directoryTags": [],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "按研究付费的软件与多年CRO服务，分别核算",
      "pricingEvidence": "DEPTH-FLOW-HARBOR-SITE"
    },
    {
      "id": "YC31447",
      "name": "Allowance",
      "url": "https://www.ycombinator.com/companies/allowance",
      "cat": "C03",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "公司简介：The spend control layer for AI agents",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31447"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为Agent消费生成受限支付凭据并取得用户审批，属于Agent交易执行设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31451",
      "name": "Masterpiece",
      "url": "https://www.ycombinator.com/companies/masterpiece",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "New York City, NY",
      "business": "公司简介：Working capital for data companies training frontier AI",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31451"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：向AI数据供应商垫付短期营运资金，主营融资服务；属于AI产业配套，未证实自有AI能力。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Crypto / Web3",
        "Lending",
        "AI"
      ]
    },
    {
      "id": "YC31452",
      "name": "Degla Inc",
      "url": "https://www.ycombinator.com/companies/degla-inc",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "以自然语言协调无人机队任务与现场状态。",
      "buyer": "搜救、应急响应及基础设施检查团队",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "保留实体系统，未确认自造机体或全自主成熟。官网early access、示例机队/救援状态不是真实事件或测试，许可/客户/收入未核，不执行或详化任务。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31452",
        "OTHERTAG1-CAT-YC31452",
        "OTHERTAG1-DEGLA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：以自然语言协调无人机队任务与现场状态。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "Hard Tech",
        "Drones",
        "Aerospace",
        "AI"
      ],
      "businessModel": "实体无人机协调系统；软件、设备接入、部署与操作支持费待拆"
    },
    {
      "id": "YC31454",
      "name": "decuff",
      "url": "https://www.ycombinator.com/companies/decuff",
      "cat": "C02",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "以API托管经修改的开放模型供推理调用。",
      "buyer": "模型API和Agent开发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "按现推理供给移C02，旧Datost数据分析产品分期。zero data retention、模型去限制及服务性能为自述，官网工具不可读，未调用API或检查模型/条款，旧能力不外推当前。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31454",
        "DEVTAG2-CAT-YC31454",
        "DEVTAG2-DECUFF-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：以API托管经修改的开放模型供推理调用。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "Consumer",
        "Infrastructure",
        "AI Assistant"
      ],
      "businessModel": "模型推理托管；token、算力、带宽、隐私和支持费用待核"
    },
    {
      "id": "YC31455",
      "name": "tday.com",
      "url": "https://www.ycombinator.com/companies/tdaycom",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "从软件产品及代码变更生成品牌营销内容，并发布、衡量表现。",
      "buyer": "软件企业产品营销及增长团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留营销闭环而非代码工具；8.3%点击率及未来付费投放为发布自述，不当实际收入或已完成投放能力。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31455",
        "SALES-CAT-YC31455"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：从软件产品及代码变更生成品牌营销内容，并发布、衡量表现。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [],
      "businessModel": "产品发布营销自动化，含创作与分发；软件、渠道与服务费待拆"
    },
    {
      "id": "YC31458",
      "name": "Reason Machines",
      "url": "https://www.ycombinator.com/companies/reason-machines",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "提供从任务到PR的云端编码Agent，并与其他Agent及工作工具协作。",
      "buyer": "软件构建者及工程团队，兼顾其他知识工作",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留编码主营，官网仍强调自研编码Agent，旧Ara IDE与一般办公任务分开。22%降费等自述未复测，官网演示的人均AI支出不归收入。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31458",
        "C04-CAT-YC31458",
        "C04-HOME-YC31458"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：提供从任务到PR的云端编码Agent，并与其他Agent及工作工具协作。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "Enterprise Software",
        "Cloud Computing"
      ],
      "businessModel": "编码Agent、云端工作执行及Agent网络；按任务、自带额度和算力收费待拆"
    },
    {
      "id": "YC31459",
      "name": "Zibra Labs",
      "url": "https://www.ycombinator.com/companies/zibra-labs",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：Distributed runtime for AI workloads at scale",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31459"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：整合云端CPU与GPU计算集群服务训练、仿真和推理，属于算力设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31461",
      "name": "Collar",
      "url": "https://www.ycombinator.com/companies/collar",
      "cat": "C07",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "协助上市公司准备业绩会、投资者沟通及后续经营工作。",
      "buyer": "上市公司CFO及投资者关系团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "保留专业IR而非面向个人投资者或通用CRM。引用与提词、经营优化未实测；节省时间及利润最大化宣传不是公司收入。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31461",
        "INDUSTRY11-CAT-YC31461"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：协助上市公司准备业绩会、投资者沟通及后续经营工作。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Generative AI",
        "Finance",
        "Enterprise",
        "Operations",
        "AI"
      ],
      "businessModel": "投资者关系专业软件；数据、席位、接入与实施费待拆"
    },
    {
      "id": "YC31463",
      "name": "Armature",
      "url": "https://www.ycombinator.com/companies/armature",
      "cat": "C06",
      "year": 2026,
      "team": 3,
      "location": "Paris, France",
      "business": "帮助开发工具被编码Agent发现和采用，并提供MCP分析及可用性评测。",
      "buyer": "开发工具供应商及产品增长团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "从编码移客户与收入运营，按当前主要增长任务分类；不是自研通用编码Agent。官网演示的选择率及会话数不当收入，旧Agent Experience愿景不作已交付基础设施。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31463",
        "C04-CAT-YC31463",
        "C04-HOME-YC31463"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：帮助开发工具被编码Agent发现和采用，并提供MCP分析及可用性评测。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Marketing",
        "SEO",
        "AI",
        "APIs"
      ],
      "businessModel": "由增长工程师实施的发现优化服务，加自助MCP分析/评测软件；项目和订阅待拆"
    },
    {
      "id": "YC31464",
      "name": "Soria",
      "url": "https://www.ycombinator.com/companies/soria",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "New York City, NY",
      "business": "为投资者构建有行业专家复核的财务研究终端及数据接口。",
      "buyer": "对冲基金、银行及资产管理机构",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留金融研究，初始医疗数据不等患者诊疗，API也不等通用基础设施。客户万亿资产及同行20万年费不作Soria收入，官网本轮无可读正文。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31464",
        "INDUSTRY5-CAT-YC31464",
        "INDUSTRY5-SORIA-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为投资者构建有行业专家复核的财务研究终端及数据接口。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "专业投资研究软件与数据；终端、数据、API及专家成本待拆"
    },
    {
      "id": "YC31466",
      "name": "Walter",
      "url": "https://www.ycombinator.com/companies/walter",
      "cat": "C07",
      "year": 2026,
      "team": null,
      "location": "San Francisco",
      "business": "在制造企业ERP及邮件内处理订单、采购和价格差异。",
      "buyer": "制造企业后勤运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移制造运营；像员工登录与几秒处理为自述，非独立成功率，不因GUI自动化归通用开发设施。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31466",
        "ENTERPRISE3-CAT-YC31466"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：在制造企业ERP及邮件内处理订单、采购和价格差异。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "制造后勤自动化；任务、许可、系统配置和人工支持待拆"
    },
    {
      "id": "YC31468",
      "name": "Chronicle Labs",
      "url": "https://www.ycombinator.com/companies/chronicle-labs",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为企业Agent记录生产事件并回测新行为，提供预发布验证环境。",
      "buyer": "企业Agent开发及发布团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移Agent设施；生产录制与安全改进为自述，不直接当审计或独立证明不会破坏生产。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31468",
        "ENTERPRISE3-CAT-YC31468"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业Agent记录生产事件并回测新行为，提供预发布验证环境。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "Agent测试及回放设施；事件量、存储、运行与部署费待拆"
    },
    {
      "id": "YC31470",
      "name": "Tasklet",
      "url": "https://www.ycombinator.com/companies/tasklet-2",
      "cat": "C05",
      "year": null,
      "team": 8,
      "location": "San Francisco",
      "business": "连接企业工具并持续执行报表、数据、邮件和跨应用工作。",
      "buyer": "企业知识及运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留通用工作，云沙箱写代码为交付方式。5M ARR仅自述，条款运营者为既有Shortwave主体，2025是新产品而非已证新公司；融资、估值、推荐奖金不归收入。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "YC自述2025成立；官网明确2025为Shortwave新产品，创业/法律成立口径待核，按产品扩展对照",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网原文25/月含10000额度、100/月含40000额度；团队无席位费，一次性额度有效一年、最低25。币种、合同与确认政策待核",
      "stage": "既有业务的新产品对照；有ARR自述，非已验证两年新成立公司",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31470",
        "ENTERPRISE3-CAT-YC31470",
        "ENTERPRISE3-TASKLET-HOME",
        "ENTERPRISE3-TASKLET-PRICE",
        "ENTERPRISE3-TASKLET-TERMS",
        "ENTERPRISE3-TASKLET-LAUNCH",
        "ENTERPRISE3-TASKLET-INTRO",
        "ENTERPRISE3-SHORTWAVE-HISTORY"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：连接企业工具并持续执行报表、数据、邮件和跨应用工作。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "组织级订阅额度加一次性充值；模型、云执行和支持成本待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "现行条款Shortwave Communications Inc.运营，2025原始公告称Tasklet为独立产品，2022官方邮件业务与相同运营者形成旧业务链；精确注册、分立及收入合并范围未核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读跨应用Agent、共享连接、用量计费和产品演示自述，未运行产品、阅读运行源码或核独立性能；不把全天运行与数千连接宣传当验收。",
        "evidenceIds": [
          "ENTERPRISE3-CAT-YC31470",
          "ENTERPRISE3-TASKLET-HOME"
        ]
      }
    },
    {
      "id": "YC31472",
      "name": "Wato",
      "url": "https://www.ycombinator.com/companies/wato",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为团队Agent提供共享记忆、可复用工作流、工具连接及工作成果上下文。",
      "buyer": "企业Agent构建及使用团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移Agent上下文设施；聊天到知识复用不是模型训练已证实，授权、版本及实际跨Agent可用性未核。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31472",
        "ENTERPRISE3-CAT-YC31472"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为团队Agent提供共享记忆、可复用工作流、工具连接及工作成果上下文。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "Agent共享上下文与工具设施；连接、存储、运行及实施费待拆"
    },
    {
      "id": "YC31477",
      "name": "BioStack Platforms",
      "url": "https://www.ycombinator.com/companies/biostack-platforms",
      "cat": "C02",
      "year": 2025,
      "team": 11,
      "location": "San Francisco",
      "business": "将临床及实验资料整理为生物医疗模型训练数据和环境。",
      "buyer": "AI实验室及生物医药模型团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "移模型训练供给，医疗为数据领域。数据质量、患者授权、效果及模型收益未独立核，不把10倍等宣传当测试结果。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31477",
        "INDUSTRY5-CAT-YC31477",
        "INDUSTRY5-BIOSTACK-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：将临床及实验资料整理为生物医疗模型训练数据和环境。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "模型数据及训练环境供给；许可、实验、数据处理及专业审核成本待拆"
    },
    {
      "id": "YC31480",
      "name": "Pops",
      "url": "https://www.ycombinator.com/companies/pops",
      "cat": "C09",
      "year": 2026,
      "team": 1,
      "location": "New York City, NY",
      "business": "让用户发现、玩、改编并分享AI游戏和互动挑战。",
      "buyer": "个人玩家与轻量游戏创作者",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留个人娱乐，创作属于娱乐体验，不与主要导出代码的应用生成平台混同。反应视频、Feed规模与留存未独立核，不作收入。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31480",
        "CONSUMER-CAT-YC31480"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：让用户发现、玩、改编并分享AI游戏和互动挑战。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Consumer",
        "Gaming",
        "Social",
        "AI"
      ],
      "businessModel": "社交游戏娱乐应用；订阅、虚拟物品和分发费用待核"
    },
    {
      "id": "YC31481",
      "name": "Saudara AI",
      "url": "https://www.ycombinator.com/companies/saudara-ai",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "人工经纪结合AI处理海外工厂采购、报价、质检与物流。",
      "buyer": "美国品牌及海外制造供应链客户",
      "delivery": "制造采购经纪与结果交付服务；不直接当纯软件订阅",
      "notes": "五个月采购$1M+是代采货值，非公司净收入或ARR；40+品牌为自述，收费与付费客户口径未知。 收入、定价与技术能力仍需专项核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31481",
        "PHYSICAL-CAT-YC31481"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营与长简介：人工经纪结合AI处理海外工厂采购、报价、质检与物流。 按交付对象与任务分类，行业买家或创始人经历不直接等于机器人整机研发。",
      "directoryTags": []
    },
    {
      "id": "YC31484",
      "name": "AbInitio Bio",
      "url": "https://www.ycombinator.com/companies/abinitio-bio",
      "cat": "C01",
      "year": 2026,
      "team": 2,
      "location": "Boston",
      "business": "公司简介：The Intelligence layer for Drug Manufacturing",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31484"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：研发预测生物制造结果的基础模型，按模型产品归类，服务行业为生物制造。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31487",
      "name": "AquaShield",
      "url": "https://www.ycombinator.com/companies/aquashield",
      "cat": "C10",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：AI water leak detection for buildings",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31487"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为房地产组合防范水损，按实体资产运维归类；现有长简介未说明AI具体作用，AI资格仍待核验。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31488",
      "name": "Foaster",
      "url": "https://www.ycombinator.com/companies/foaster",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：The AI-native McKinsey",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31488"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：以Agent访谈员工并绘制流程、拟定转型方案，按企业通用咨询服务归类。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31490",
      "name": "Nxtcure Labs",
      "url": "https://www.ycombinator.com/companies/nxtcure-labs",
      "cat": "C07",
      "year": 2026,
      "team": null,
      "location": "San Francisco",
      "business": "提供AI辅助药物研发CRO服务，并开发癌症患者移动平台。",
      "buyer": "药企研发团队及癌症患者",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "主交付按CRO保留行业，患者应用另列而不重复增公司。所谓从发现到上市不证明临床有效或取得批准；目录团队为0保留原值，不推没有人员。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31490",
        "INDUSTRY11-CAT-YC31490"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：提供AI辅助药物研发CRO服务，并开发癌症患者移动平台。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Health Tech",
        "Healthcare"
      ],
      "businessModel": "医药研究服务与患者软件双线；实验、专业人力、临床及软件收入待拆"
    },
    {
      "id": "YC31491",
      "name": "TesterArmy",
      "url": "https://www.ycombinator.com/companies/testerarmy",
      "cat": "C04",
      "year": 2026,
      "team": 6,
      "location": "Warsaw, Poland",
      "business": "公司简介：Test your app with AI, catch bugs before users do",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31491"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：自动测试网站与移动应用并输出缺陷报告，属于软件质量保障。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31493",
      "name": "Plena Health",
      "url": "https://www.ycombinator.com/companies/plena-health",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "San Francisco",
      "business": "跨诊所既有系统处理转诊、传真、预约、流程合规和收款。",
      "buyer": "专科诊所运营团队",
      "delivery": "已读YC公司自述和发布帖；具体执行效果、合同和财务未独立验证。",
      "notes": "七位数committed/contracted ARR仅保存数量级下界；正文十个月与发布帖八个月不能确定同一业务截止日。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公开量化声明或明确收入排除记录；商业成熟度待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31493"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：跨诊所既有系统处理转诊、传真、预约、流程合规和收款。 按主要买家与工作任务归类。",
      "directoryTags": [],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "定制工作流平台与实施；公司称年度或多年合同"
    },
    {
      "id": "YC31494",
      "name": "RASPIRE",
      "url": "https://www.ycombinator.com/companies/raspire",
      "cat": "C04",
      "year": 2025,
      "team": 5,
      "location": "Cairo, Egypt",
      "business": "在应用运行中监测并阻断欺诈、API滥用及安全威胁。",
      "buyer": "应用开发及安全团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移软件运行安全，不与上线前扫描混为同一产品。自主、全天及无代码为自述，未测试拦截率或影响。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31494",
        "ENTERPRISE3-CAT-YC31494"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：在应用运行中监测并阻断欺诈、API滥用及安全威胁。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "应用运行时安全软件；请求、应用、部署及支持费用待拆"
    },
    {
      "id": "YC31495",
      "name": "Mentlio",
      "url": "https://www.ycombinator.com/companies/mentlio",
      "cat": "C04",
      "year": 2026,
      "team": null,
      "location": "San Francisco",
      "business": "分析工程团队AI支出与代码交付关系，并优化模型路由、上下文和提示。",
      "buyer": "工程管理及软件交付团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留工程分析工具，兼有模型优化，需拆产品收入后再比较。减少约30%支出及交付评分为自述，不当独立ROI或收入；前沿实验室定位不直接等模型研发。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31495",
        "C04-CAT-YC31495"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：分析工程团队AI支出与代码交付关系，并优化模型路由、上下文和提示。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "Machine Learning",
        "Productivity"
      ],
      "businessModel": "工程效率/成本分析软件加模型调用优化；订阅和使用费用待核"
    },
    {
      "id": "YC31496",
      "name": "Hessian",
      "url": "https://www.ycombinator.com/companies/hessian",
      "cat": "C05",
      "year": 2026,
      "team": 3,
      "location": "London, United Kingdom",
      "business": "公司简介：Forward-deployed AI Agents",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31496"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：结合驻场交付与Agent平台自动化客户业务流程，按企业运营服务归类。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31497",
      "name": "Amboras",
      "url": "https://www.ycombinator.com/companies/amboras",
      "cat": "C06",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：AI Native Shopify",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31497"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：建设并优化电商店铺、分析转化，主营电商收入运营。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31498",
      "name": "Aster",
      "url": "https://www.ycombinator.com/companies/asterlab",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "通过自主研究优化推理栈，并提供模型推理API及套餐。",
      "buyer": "模型推理及AI开发团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "官网有明确推理API报价，按当前可见商业交付移C02；自主研究另列，不据neolab直接归基础模型。644token速度和模型列表未独立核；20月费含30token额度不等利润。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31498",
        "ENTERPRISE3-CAT-YC31498",
        "ENTERPRISE3-ASTER-HOME",
        "ENTERPRISE3-ASTER-INFERENCE",
        "ENTERPRISE3-ASTER-PRICE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：通过自主研究优化推理栈，并提供模型推理API及套餐。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "推理服务和套餐额度；token成本、订阅及专用端点待拆"
    },
    {
      "id": "YC31506",
      "name": "Tolmo",
      "url": "https://www.ycombinator.com/companies/tolmo",
      "cat": "C04",
      "year": 2026,
      "team": 12,
      "location": "San Francisco",
      "business": "结合代码、CI与云应用关系，调查及修复软件安全问题。",
      "buyer": "开发、安全及云平台团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移软件安全，知识图谱为实现方式。全层覆盖和自主修复未测试，不把客户云资产或安全预算当收入。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31506",
        "ENTERPRISE3-CAT-YC31506"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：结合代码、CI与云应用关系，调查及修复软件安全问题。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "DevSecOps",
        "Security",
        "AI"
      ],
      "businessModel": "软件安全平台；代码、资产、运行及服务费待拆"
    },
    {
      "id": "YC31509",
      "name": "Rodeo Robotics",
      "url": "https://www.ycombinator.com/companies/rodeo-robotics",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "结合机器人和人工技师，为车队执行维护，先从集中车场换油切入。",
      "buyer": "车队及车辆维护运营团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留机器人实体服务；机器人与人工共同交付，不当纯自主系统。6000亿美元维护市场不是收入，赚取收入同时采数为模式叙述，没有可用金额。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31509",
        "C10-FULL-YC31509"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：结合机器人和人工技师，为车队执行维护，先从集中车场换油切入。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Hard Tech",
        "Robotics",
        "AI",
        "Automotive"
      ],
      "businessModel": "机器人辅助维修服务，含人工完成工作；按次、工时和合同待核"
    },
    {
      "id": "YC31510",
      "name": "Auxos",
      "url": "https://www.ycombinator.com/companies/auxos",
      "cat": "C06",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "访谈真实目标客户并构建模拟受众，测试营销、产品及定价假设。",
      "buyer": "市场研究、营销及产品团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移市场研究；所谓一比一客户孪生和总体级洞察未独立验证，模拟反馈不等真实购买/合同或训练数据主营。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31510",
        "ENTERPRISE3-CAT-YC31510"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：访谈真实目标客户并构建模拟受众，测试营销、产品及定价假设。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "市场研究软件加访谈服务；受众、模拟、招募和人力费待拆"
    },
    {
      "id": "YC31511",
      "name": "Arzana",
      "url": "https://www.ycombinator.com/companies/arzana",
      "cat": "C07",
      "year": 2025,
      "team": 13,
      "location": "New York City, NY",
      "business": "为制造企业定制报价、订单、排产及财务办公代理。",
      "buyer": "制造企业运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留制造行业办公；2035自动化万家工厂及未来机器控制为目标，不当已实现实体自动化。150万避免人工成本为客户节省，官网430万融资不是收入，工程师到厂成本另记。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31511",
        "INDUSTRY5-CAT-YC31511",
        "INDUSTRY5-ARZANA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为制造企业定制报价、订单、排产及财务办公代理。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "制造运营软件加驻场实施；模型、项目、工程师及持续服务成本待拆"
    },
    {
      "id": "YC31515",
      "name": "Probe",
      "url": "https://www.ycombinator.com/companies/probe",
      "cat": "C02",
      "year": 2026,
      "team": null,
      "location": "San Francisco",
      "business": "为AI/ML研究团队整合实验工具、历史上下文及运行可观测。",
      "buyer": "模型研究及AI/ML实验团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移模型研究设施；个性化实验室是软件环境而非真实临床实验室，不把研究迭代提速当独立模型成绩。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31515",
        "ENTERPRISE3-CAT-YC31515"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为AI/ML研究团队整合实验工具、历史上下文及运行可观测。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Machine Learning",
        "SaaS",
        "B2B",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "模型实验基础设施；平台、算力编排、存储和实施费待拆"
    },
    {
      "id": "YC31517",
      "name": "YouArt",
      "url": "https://www.ycombinator.com/companies/youart",
      "cat": "C08",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：Patreon for AI Originals",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31517"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：提供AI视频创作和创作者发行变现工具，属于内容创意。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31518",
      "name": "Runtime",
      "url": "https://www.ycombinator.com/companies/runtime",
      "cat": "C07",
      "year": 2026,
      "team": 7,
      "location": "San Francisco",
      "business": "为金融科技支付、风险及合规团队将SOP转为有权限控制、审批和审计轨迹的Agent。",
      "buyer": "金融科技公司的支付、风险及合规团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "当前官网/YC以支付及风险运营为主，同页编码Agent旧发布另列沿革；客户Rain估值、节约成本、交易量与创始人旧公司退出不归Runtime收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31518",
        "AGENT-CAT-YC31518",
        "AGENT-HOME-YC31518"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为金融科技支付、风险及合规团队将SOP转为有权限控制、审批和审计轨迹的Agent。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [],
      "businessModel": "行业Agent部署与运行软件；平台、实施与支持收费待拆分"
    },
    {
      "id": "YC31520",
      "name": "Kinect",
      "url": "https://www.ycombinator.com/companies/kinect",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为DTC品牌提供对话导购、动态页面及面向购物代理的品牌资料。",
      "buyer": "电商品牌及增长团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "移客户收入运营；11家live客户不直接等11家付费，80%新访客对话和客户销售不当Kinect营收，品牌数据接口不使全公司成为通用Agent设施。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31520",
        "INDUSTRY11-CAT-YC31520"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为DTC品牌提供对话导购、动态页面及面向购物代理的品牌资料。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "E-commerce"
      ],
      "businessModel": "电商客户运营软件；对话用量、接入、品牌数据和支持费待拆"
    },
    {
      "id": "YC31524",
      "name": "AgentPhone",
      "url": "https://www.ycombinator.com/companies/agentphone",
      "cat": "C03",
      "year": 2026,
      "team": null,
      "location": "San Francisco",
      "business": "为Agent提供可收发消息及通话的电话号码。",
      "buyer": "Agent开发团队及需要电话交互的产品",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从个人应用移通信设施；电信行业规模不是收入。号码身份、真实通话覆盖及权限合规未核，未申请号码或测试发送。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31524",
        "CONSUMER-CAT-YC31524"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为Agent提供可收发消息及通话的电话号码。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [],
      "businessModel": "Agent通信与号码设施；号码租用、通话及运营商费用待拆"
    },
    {
      "id": "YC31525",
      "name": "Arden",
      "url": "https://www.ycombinator.com/companies/arden",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为内审及SOX团队取证、测试控制并生成底稿。",
      "buyer": "跨行业企业内部审计团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "移企业通用工作；AI-native firm与平台交付并列，实际专业人力待核。传统顾问高时费不是Arden定价或收入，audit-ready不等审计结论已验证。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31525",
        "INDUSTRY5-CAT-YC31525"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为内审及SOX团队取证、测试控制并生成底稿。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "通用内审软件与专业服务；控制、项目及人工费待拆"
    },
    {
      "id": "YC31526",
      "name": "Uno Wallet",
      "url": "https://www.ycombinator.com/companies/uno-wallet",
      "cat": "C09",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "自述以AI钱包为个人选择支付方式和信用卡奖励。",
      "buyer": "个人持卡消费者，合作买家待核",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "保留消费者应用，官网标题称奖励选卡但无可读正文。替代Apple Pay是定位非已证明支付覆盖或牌照，用户消费/支付额与公司收入分开，AI实用方式、收费及主体待核。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31526",
        "OTHERTAG1-CAT-YC31526",
        "OTHERTAG1-UNO-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：自述以AI钱包为个人选择支付方式和信用卡奖励。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "Fintech",
        "Payments",
        "Consumer",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "个人金融钱包暂分类；订阅、佣金、支付接入及支持费待拆"
    },
    {
      "id": "YC31527",
      "name": "Revnu",
      "url": "https://www.ycombinator.com/companies/revnu",
      "cat": "C06",
      "year": 2026,
      "team": 3,
      "location": "Manchester, United Kingdom",
      "business": "跨外联、广告与搜索内容渠道执行客户增长工作。",
      "buyer": "创业者、营销与增长团队",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "保留客户运营。现官网有前置增长工程师，并非一律无人纯SaaS；官网4280 MRR是替客户赢回示例、三百万是融资、年薪二十万是替代成本，均非Revnu自身ARR。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31527",
        "OTHERTAG1-CAT-YC31527",
        "OTHERTAG1-REVNU-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：跨外联、广告与搜索内容渠道执行客户增长工作。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "B2B",
        "Advertising",
        "AI"
      ],
      "businessModel": "增长软件加部署工程；订阅/效果费、广告预算、数据及人工支持待拆"
    },
    {
      "id": "YC31528",
      "name": "Asendia AI",
      "url": "https://www.ycombinator.com/companies/asendia-ai",
      "cat": "C07",
      "year": 2025,
      "team": 10,
      "location": "San Francisco",
      "business": "为人才中介执行寻访、电话筛选、外联及提交候选草稿。",
      "buyer": "专业招聘及人力中介机构",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留专业招聘软件，区别企业通用日程协调和人工代理事务所。克隆招聘员判断为主张，招聘员仍复核提交，2000亿市场不作收入。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31528",
        "INDUSTRY5-CAT-YC31528"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为人才中介执行寻访、电话筛选、外联及提交候选草稿。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "招聘中介专业软件；职位、通信、实施与招聘员复核费待拆"
    },
    {
      "id": "YC31531",
      "name": "Manicule",
      "url": "https://www.ycombinator.com/companies/manicule",
      "cat": "C06",
      "year": 2025,
      "team": 8,
      "location": "San Francisco",
      "business": "公司简介：AgentRel — Devrel For Agents",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31531"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：监测AI推荐并提供技术内容、文档和分发服务，主营开发者及Agent获客。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31532",
      "name": "Atlas Discovery",
      "url": "https://www.ycombinator.com/companies/atlas-discovery",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "通过生物数据、模型和科研代理发现已有药物的新用途。",
      "buyer": "药企、AI实验室及罕见病研究机构",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留医药研发；六位数合同金额与八位数意向书分开，未核币种、确认、付款或经常性。论文会议、模型倍数和基金会测试不当独立复测或获批临床成果。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有合同金额自述；确认营收、收款及经常性未核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31532",
        "INDUSTRY5-CAT-YC31532",
        "INDUSTRY5-ATLAS-HOME",
        "INDUSTRY5-ATLAS-LAUNCH"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：通过生物数据、模型和科研代理发现已有药物的新用途。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [
        "AI-powered Drug Discovery",
        "Drug discovery",
        "Biotechnology"
      ],
      "businessModel": "医药研发及数据合作；数据合同、模型、项目和临床成本待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC与官网产品关联；精确注册、签约主体、历史业务和收入确认范围待核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读公开产品、交付及收入表述；未运行产品、读基准代码或核独立效果，收入线索不等技术审计。",
        "evidenceIds": [
          "INDUSTRY5-CAT-YC31532",
          "INDUSTRY5-ATLAS-LAUNCH"
        ]
      }
    },
    {
      "id": "YC31533",
      "name": "Lattice Health",
      "url": "https://www.ycombinator.com/companies/lattice-health",
      "cat": "C07",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "监测医院影像AI漂移、读片一致性及群体表现。",
      "buyer": "医院影像AI安全及治理团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留医疗专业治理；产品观察而非控制影像模型。签名报告不等内容为真或监管认可，未验证报告签名、运行模型或核合规资质。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31533",
        "INDUSTRY5-CAT-YC31533",
        "INDUSTRY5-LATTICE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：监测医院影像AI漂移、读片一致性及群体表现。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [
        "Healthcare",
        "Healthcare IT"
      ],
      "businessModel": "医疗模型治理软件；模型、报告、集成及专业审核费待拆"
    },
    {
      "id": "YC31534",
      "name": "Astraea",
      "url": "https://www.ycombinator.com/companies/astraea",
      "cat": "C07",
      "year": 2026,
      "team": 6,
      "location": "San Francisco",
      "business": "将临床试验资料映射为标准数据、分析输出和质量复核流程。",
      "buyer": "二三期试验申办及临床生物统计团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留临床专业应用；FDA-ready及CDISC输出为自述，不等已获批准，未读实际试验数据或独立复核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31534",
        "INDUSTRY5-CAT-YC31534"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：将临床试验资料映射为标准数据、分析输出和质量复核流程。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "临床研发软件；研究、数据、部署及统计编程成本待拆"
    },
    {
      "id": "YC31536",
      "name": "PumpGTM",
      "url": "https://www.ycombinator.com/companies/pumpgtm",
      "cat": "C06",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "公司简介：Find and engage with desperate buyers across LinkedIn, Email, and X",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31536"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：连接社交平台与邮件寻找线索和促成销售，属于销售增长运营。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31537",
      "name": "Trident",
      "url": "https://www.ycombinator.com/companies/trident",
      "cat": "C04",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "为云、Web及API执行安全验证，定位可修复的软件风险。",
      "buyer": "云应用及软件安全团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移软件安全测试；未运行任何攻击或验证漏洞，自动化宣传不等可授权覆盖全部环境或独立安全保证。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31537",
        "ENTERPRISE3-CAT-YC31537"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为云、Web及API执行安全验证，定位可修复的软件风险。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Security",
        "Cybersecurity",
        "AI"
      ],
      "businessModel": "软件安全测试平台；资产、测试、运行及人工费用待拆"
    },
    {
      "id": "YC31538",
      "name": "flowscope",
      "url": "https://www.ycombinator.com/companies/flowscope",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为企业梳理、优化并实施端到端AI流程自动化。",
      "buyer": "企业流程及运营负责人",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留企业通用流程改造，当前明确implementation firm；旧流程挖掘与现服务交付分期，不按纯软件估收入倍数或毛利。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31538",
        "ENTERPRISE3-CAT-YC31538"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业梳理、优化并实施端到端AI流程自动化。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "AI流程咨询与实施服务；项目、维护、模型和人力待拆"
    },
    {
      "id": "YC31539",
      "name": "Klaimee",
      "url": "https://www.ycombinator.com/companies/klaimee",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为AI代理部署提供风险评估、认证、担保及责任保险方案。",
      "buyer": "部署AI代理的企业及保险需求方",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务和技术效果待核。",
      "notes": "保留保险服务；100万保障与按客户收入档位的示例报价不是Klaimee收入。旧SafetyWing的500万至6000万收入及承保经历不归当前公司，法规、执照、承保和理赔能力未独立核。 原成立和团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网说明性报价：100万年度保障，早期客户月等值1850/年22200；币种及实际保单待核。按客户收入分档，非公司营收",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31539",
        "INDUSTRY5-CAT-YC31539",
        "INDUSTRY5-KLAIMEE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为AI代理部署提供风险评估、认证、担保及责任保险方案。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。",
      "directoryTags": [],
      "businessModel": "专业保险服务；评估费、保费、转付承保及人工成本待拆"
    },
    {
      "id": "YC31540",
      "name": "KugelAudio",
      "url": "https://www.ycombinator.com/companies/kugelaudio",
      "cat": "C01",
      "year": 2025,
      "team": 5,
      "location": "Berlin, Germany",
      "business": "公司简介：Kugel is an on-prem Voice AI model supporting 30+ languages",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31540"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：提供支持多语言及本地部署的语音合成模型，按模型产品归类。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31543",
      "name": "CentralComs",
      "url": "https://www.ycombinator.com/companies/centralcoms",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：AI agent platform for home services companies.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31543"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为上门服务企业处理来电、派工和日程，属于行业专用运营。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Home Services"
      ]
    },
    {
      "id": "YC31544",
      "name": "Panacea",
      "url": "https://www.ycombinator.com/companies/panacea",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：AI-Native FDA Regulatory Services",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31544"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：结合AI与顾问提供FDA申报服务，属于生物医药监管专业服务。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31545",
      "name": "Modern",
      "url": "https://www.ycombinator.com/companies/modern",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "Melbourne, Australia",
      "business": "自动化企业订单到回款及财务团队工作。",
      "buyer": "B2B企业内部财务运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留企业内部财务，不等只服务金融业。旧AI IT部门服务与现O2C分开；前Unmind等业务客户不归Modern。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31545",
        "ENTERPRISE3-CAT-YC31545"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：自动化企业订单到回款及财务团队工作。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Finance",
        "B2B",
        "Enterprise",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "通用财务运营软件；任务、集成、许可和人工服务待拆"
    },
    {
      "id": "YC31548",
      "name": "Hyper",
      "url": "https://www.ycombinator.com/companies/hyper-4",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "整合公司信息形成持续更新的知识图谱，为AI工具提供上下文。",
      "buyer": "企业知识工作与Agent应用团队",
      "delivery": "已读YC公司自述和发布帖；具体执行效果、合同和财务未独立验证。",
      "notes": "自述上线十二天从零到1千MRR，币种和日历截止日未列；50多团队并非已确认付费客户数。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公开量化声明或明确收入排除记录；商业成熟度待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31548"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：整合公司信息形成持续更新的知识图谱，为AI工具提供上下文。 按主要买家与工作任务归类。",
      "directoryTags": [],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "企业知识与记忆平台；定价及试点合同未知"
    },
    {
      "id": "YC31549",
      "name": "Enjamb Labs",
      "url": "https://www.ycombinator.com/companies/enjamb-labs",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "在药企既有系统上执行临床证据、试验设计、统计编程及申报工作。",
      "buyer": "生物医药研发与运营团队",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留生物医药工作；130公司及500/600从业者为不同时点采用自述，不当付费客户。48小时申报包、错误倍数和98%校验率为厂商主张，不等监管批准或独立临床效果，认证状态待核。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31549",
        "INDUSTRY6-CAT-YC31549",
        "INDUSTRY6-ENJAMB-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：在药企既有系统上执行临床证据、试验设计、统计编程及申报工作。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Biotech",
        "Automation",
        "AI"
      ],
      "businessModel": "行业代理软件；系统接入、实施、用量和专业审核费待拆"
    },
    {
      "id": "YC31552",
      "name": "Arctic Health",
      "url": "https://www.ycombinator.com/companies/arctic-health",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "New York City, NY",
      "business": "为医疗机构办理支付方资质审核、签约、医生入网及持续维护。",
      "buyer": "医疗机构、远程医疗和收入管理团队",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留医疗专业服务；明确雇用资质专家且提交前逐项人审，不作纯无人SaaS。两天是提交时限而非获准入网，医生保险收款和旧Handstamp交易额非本公司收入。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31552",
        "INDUSTRY6-CAT-YC31552",
        "INDUSTRY6-ARCTIC-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：为医疗机构办理支付方资质审核、签约、医生入网及持续维护。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [],
      "businessModel": "医疗资质服务加AI；申请、专家审核、部署及维护费待拆"
    },
    {
      "id": "YC31553",
      "name": "Framewise Health",
      "url": "https://www.ycombinator.com/companies/framewise-health",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：AI-native patient engagement",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31553"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：把医疗记录转成患者指导视频并追踪参与情况，主营医疗患者管理。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31554",
      "name": "Clawvisor",
      "url": "https://www.ycombinator.com/companies/clawvisor",
      "cat": "C03",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "公司简介：The Authorization Layer for AI Agents",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31554"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为Agent应用访问实施任务授权并隔离凭据，属于Agent权限安全设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31555",
      "name": "rekursiv.ai",
      "url": "https://www.ycombinator.com/companies/rekursivai",
      "cat": "C01",
      "year": 2026,
      "team": 5,
      "location": "San Francisco",
      "business": "公司简介：Scale AI scientists whose own breakthroughs accelerate the next.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31555"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：研究自我改进AI科研团队及后续模型训练来源，按模型研究归类；科研成果声明未独立核验。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Deep Learning",
        "Machine Learning",
        "AI"
      ]
    },
    {
      "id": "YC31557",
      "name": "Amorphic Labs",
      "url": "https://www.ycombinator.com/companies/amorphic-labs",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为Agent统一发现、付费及调用工具、数据、技能和API，并按任务路由到供应商。",
      "buyer": "Agent开发者与工具/API供应商",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "Agentmuxer是当前产品名，旧个性化销售Demo业务保留沿革；预存余额、供应商采购与免费额度不当ARR。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31557",
        "AGENT-CAT-YC31557"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为Agent统一发现、付费及调用工具、数据、技能和API，并按任务路由到供应商。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "Marketplace",
        "B2B",
        "AI"
      ],
      "businessModel": "能力市场与按使用量工具路由，平台净收费和转付额待核"
    },
    {
      "id": "YC31562",
      "name": "Cohesion",
      "url": "https://www.ycombinator.com/companies/cohesion",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "New York City, NY",
      "business": "追踪财报、新闻及其他资料以支持公开市场股票研究。",
      "buyer": "股票基金及金融分析团队",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留金融研究；十多基金合计百亿AUM为客户资产，不作Cohesion收入。alpha和更好决策未独立核，早期试用不直接算付费。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31562",
        "INDUSTRY6-CAT-YC31562"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：追踪财报、新闻及其他资料以支持公开市场股票研究。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "Finance"
      ],
      "businessModel": "投资研究软件；终端、数据、模型及专业服务费用待核"
    },
    {
      "id": "YC31563",
      "name": "Thomas",
      "url": "https://www.ycombinator.com/companies/thomas",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "Medellín, Colombia",
      "business": "公司简介：The first AI founder: a virtual human who runs his own companies.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31563"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：以虚拟AI创业者创建和运营互联网业务，按企业经营自动化归类；具体产品成熟度待核验。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31564",
      "name": "Huscarl",
      "url": "https://www.ycombinator.com/companies/huscarl",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为企业分析保险风险、方案及保费。",
      "buyer": "收入5000万以上企业风险与财务团队",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留保险精算服务；5000万是买家规模门槛，万亿为行业保费，均非Huscarl收入。30%节省和零风险为宣传，顾问/经纪/承保角色、牌照及实际费用待核。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31564",
        "INDUSTRY6-CAT-YC31564"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：为企业分析保险风险、方案及保费。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [],
      "businessModel": "精算及保险咨询；项目、订阅、专业工时和按节省收费待核"
    },
    {
      "id": "YC31569",
      "name": "Proprio Robotics",
      "url": "https://www.ycombinator.com/companies/proprio-robotics",
      "cat": "C10",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "研发用于数据中心建设、维护及退役的机器人。",
      "buyer": "数据中心建设及运营团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留实体机器人；首批维护机器人部署计划2027年第一季，不能按2026成立当年已交付。7万亿美元行业资本开支和岗位缺口不作收入或自身团队。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31569",
        "C10-FULL-YC31569"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：研发用于数据中心建设、维护及退役的机器人。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Robotics",
        "AI"
      ],
      "businessModel": "机器人系统研发与部署；设备、工时和持续服务收费待核"
    },
    {
      "id": "YC31570",
      "name": "Rindler",
      "url": "https://www.ycombinator.com/companies/rindler",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": "Boston",
      "business": "通过Maxxwell桌面界面集中管理多编码Agent会话、状态及编排。",
      "buyer": "并行使用编码Agent的软件工程师",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留开发工具；现Rindler/Maxxwell与旧网站转API发布单列沿革，不用旧通用网页设施标签替代现主营。用户自带执行工具不等平台自研模型。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31570",
        "C04-CAT-YC31570"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：通过Maxxwell桌面界面集中管理多编码Agent会话、状态及编排。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "SaaS",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "编码Agent会话工作台；许可、模型和远程运行费用待拆"
    },
    {
      "id": "YC31572",
      "name": "GBrain",
      "url": "https://www.ycombinator.com/companies/gbrain",
      "cat": "C09",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "提供可独用或团队共享的云端记忆助理，异步执行任务。",
      "buyer": "个人及轻量团队用户",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "暂保留个人应用并标团队双线；简介短，完整记忆、夜间任务与技能为自述，实际可用性、安全和付费买家待核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31572",
        "CONSUMER-CAT-YC31572"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：提供可独用或团队共享的云端记忆助理，异步执行任务。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Workflow Automation",
        "Automation",
        "AI Assistant"
      ],
      "businessModel": "云端助理应用；订阅、执行及模型费用待核"
    },
    {
      "id": "YC31574",
      "name": "HeyClicky",
      "url": "https://www.ycombinator.com/companies/heyclicky",
      "cat": "C09",
      "year": 2026,
      "team": null,
      "location": "San Francisco",
      "business": "公司简介：The simplest interface in the world to talk AI models + spawn agents",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31574"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：桌面助手通过语音指导个人并后台执行任务，按个人通用助手归类。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC31576",
      "name": "Akkari",
      "url": "https://www.ycombinator.com/companies/akkari",
      "cat": "C06",
      "year": 2026,
      "team": 5,
      "location": "San Francisco",
      "business": "跟进从售前到扩展的客户承诺、问题与跨渠道工作闭环。",
      "buyer": "客户成功及收入运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移客户运营；旧OrderAhead用户和BLADE12亿月交易量不归Akkari收入，执行闭环愿景不等完全无人或续费证明。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31576",
        "ENTERPRISE3-CAT-YC31576"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：跟进从售前到扩展的客户承诺、问题与跨渠道工作闭环。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [],
      "businessModel": "客户运营软件；账户、渠道、任务和实施费待拆"
    },
    {
      "id": "YC31591",
      "name": "RightNow",
      "url": "https://www.ycombinator.com/companies/rightnow",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "优化GPU内核并经RunInfra托管开放模型推理。",
      "buyer": "模型推理及Agent开发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "按模型计算供给移C02，RightNow实验室与RunInfra平台不重复计公司。缓存有效价是过去流量加权自述且best effort，不能等同每次请求低价；速度/缓存率非收入或独立性能。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31591",
        "DEVTAG2-CAT-YC31591",
        "DEVTAG2-RUNINFRA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：优化GPU内核并经RunInfra托管开放模型推理。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "Generative AI",
        "Machine Learning",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "推理平台；token、缓存折扣、套餐限额、GPU及支持费用待拆"
    },
    {
      "id": "YC31592",
      "name": "GitCafe",
      "url": "https://www.ycombinator.com/companies/gitcafe",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为人和编码代理提供Git托管、评审、CI及协作平台。",
      "buyer": "软件开发及编码代理团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "保留开发平台；百名用户和约十余YC试用是采用自述，不等付费客户或收入。百亿commit是未来规模定位，beta不等全部产品成熟，可靠性和安全待核。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31592",
        "DEVTAG2-CAT-YC31592"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：为人和编码代理提供Git托管、评审、CI及协作平台。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "DevOps",
        "AI"
      ],
      "businessModel": "代码托管与验证平台；仓库、CI、存储、安全及支持费用待核"
    },
    {
      "id": "YC31825",
      "name": "Kebra",
      "url": "https://www.ycombinator.com/companies/kebra",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "采集现场维修资料并用运营记忆驱动报告、索赔和协调。",
      "buyer": "HVAC及其他现场技工运营企业",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移行业运营软件。当前现场可查询记忆与旧后台自动化分期，未来机器人是愿景非当前硬件销量，跨州合作未给付费数，质保索赔总额非平台收入。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31825",
        "ENTTAG2-CAT-YC31825"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：采集现场维修资料并用运营记忆驱动报告、索赔和协调。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "B2B",
        "Home Services",
        "Operations",
        "AI"
      ],
      "businessModel": "现场服务专业软件；采集、存储、系统连接和人工复核费待拆"
    },
    {
      "id": "YC31858",
      "name": "Torus",
      "url": "https://www.ycombinator.com/companies/torus",
      "cat": "C07",
      "year": 2026,
      "team": 6,
      "location": "San Francisco",
      "business": "为工程公司和设施业主生成工程包、图纸等多专业设计材料。",
      "buyer": "EPC工程公司及基础设施业主",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "保留工程软件而非直接承建电厂。Fortune 500采用不等付费金额，前线工程师仍属成本；创始人Heimdal及Orion融资不归Torus收入。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31858",
        "INDUSTRY11-CAT-YC31858"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为工程公司和设施业主生成工程包、图纸等多专业设计材料。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Construction",
        "Energy",
        "Enterprise Software",
        "AI",
        "Industrial"
      ],
      "businessModel": "工程专业软件与前线实施；图纸、集成、驻场及专业复核费待拆"
    },
    {
      "id": "YC31989",
      "name": "Pango",
      "url": "https://www.ycombinator.com/companies/pango",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "New York City, NY",
      "business": "连接电商系统并处理发货、退货、退款和售后流程。",
      "buyer": "电商品牌物流与运营团队",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留电商运营，销售后物流为主要交付；30品牌及99%自动化、20%降本为自述，未核付费、工作量或例外分母，不把商品及退款流量当平台收入。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-31989",
        "INDUSTRY6-CAT-YC31989"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：连接电商系统并处理发货、退货、退款和售后流程。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "Logistics",
        "E-commerce",
        "Retail",
        "AI"
      ],
      "businessModel": "电商履约软件；工作流、订单、接入及人工例外成本待拆"
    },
    {
      "id": "YC32088",
      "name": "Roma",
      "url": "https://www.ycombinator.com/companies/roma",
      "cat": "C09",
      "year": 2026,
      "team": 3,
      "location": null,
      "business": "以待办清单组织任务并让助手在后台开始处理。",
      "buyer": "个人任务管理及知识工作者",
      "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。",
      "notes": "保留消费者个人应用。底层harness非独立Agent运行设施主营，团队协作/多代理是使用场景；官网示例客户会费/退款不归Roma，前Loom/Senic收购不是当前收入，真实完成率及权限未测。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32088",
        "OTHERTAG1-CAT-YC32088",
        "OTHERTAG1-ROMA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：以待办清单组织任务并让助手在后台开始处理。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。",
      "directoryTags": [
        "Consumer",
        "Productivity",
        "AI Assistant"
      ],
      "businessModel": "个人任务助手；订阅、连接、模型用量与执行成本待拆"
    },
    {
      "id": "YC32089",
      "name": "Hoplite",
      "url": "https://www.ycombinator.com/companies/hoplite",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "将客户本地开发配置迁至云沙盒以运行并行编码代理。",
      "buyer": "软件团队及开发型创业者",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "保留开发交付；旧个人金融交易Agent与现软件工厂分期。150万OpenAI credits为赠额非现金收入，首客户效果未独立核；用户可审阅和设置审批，SOC2仍进行中。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网Team原文60/席位月或年付50月折算；含量、并发、模型订阅与工作区额度分开，非无限计算承诺",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32089",
        "DEVTAG2-CAT-YC32089",
        "DEVTAG2-HOPLITE-HOME",
        "DEVTAG2-HOPLITE-CREDITS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：将客户本地开发配置迁至云沙盒以运行并行编码代理。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "Cloud Computing",
        "AI"
      ],
      "businessModel": "云开发平台；席位含量、沙盒、模型、接入与支持费用待拆"
    },
    {
      "id": "YC32121",
      "name": "Moonshot",
      "url": "https://www.ycombinator.com/companies/moonshot-computer",
      "cat": "C09",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "以手机持续语音上下文提供个人AI伙伴和日常辅助。",
      "buyer": "个人消费者",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "保留个人应用，现Samantha订阅与YC旧early access/iPhone描述分期，官网另称Android可用未实测。项链一美元可退预约、未来499及2027交付是另一产品，不当订阅收入；音频转录临时副本删除不等账号录音/文本不存云。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网标3日试用、原文$25/月首12次后50/月，另有today付款/7日退款文案，结账待核；项链$1可退预约、未来499及2027交付不等订阅收入，币种待核",
      "stage": "现有试用/订阅宣传、政策仍述小组早期测试；实际平台与收费范围待核，项链预计2027另列",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32121",
        "OTHERTAG2-CAT-YC32121",
        "OTHERTAG2-MOON-HOME",
        "OTHERTAG2-MOON-PRIVACY"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核其余原标签池：以手机持续语音上下文提供个人AI伙伴和日常辅助。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Consumer",
        "Productivity",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "个人伙伴订阅加可选实体配件；转录、模型、存储及硬件费用待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "目录与官网及公开材料对应，法律注册/签约/财务主体未独立核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "仅核当前订阅/设备文案及2026-10-28厂商数据政策，临时转录与云录音/文本备份、第三方模型和不同删除范围分开；未验证代码/数据路径/删除或实际体验。",
        "evidenceIds": [
          "OTHERTAG2-CAT-YC32121",
          "OTHERTAG2-MOON-HOME",
          "OTHERTAG2-MOON-PRIVACY"
        ]
      }
    },
    {
      "id": "YC32122",
      "name": "Donkey",
      "url": "https://www.ycombinator.com/companies/donkey",
      "cat": "C10",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "以自营贸易主体承接进口货物报价、采购、验货及交付。",
      "buyer": "批发商、建筑商及进口货物买家",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "移实体交付；买家向Donkey购买货物而非购买采购软件。锁价后成本变化由其承担，AI寻源与确定性定价分开；货款、毛利和经常性软件收入不可互换。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32122",
        "INDUSTRY11-CAT-YC32122",
        "INDUSTRY11-DONKEY-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：以自营贸易主体承接进口货物报价、采购、验货及交付。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Logistics",
        "Manufacturing",
        "Supply Chain",
        "AI"
      ],
      "businessModel": "货物买卖；采购、运费、关税、汇率、验货和营运资金成本待拆"
    },
    {
      "id": "YC32124",
      "name": "Erinys",
      "url": "https://www.ycombinator.com/companies/erinys",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "为律师创办或改造律所提供技术、获客、收案及后台基础设施。",
      "buyer": "律师及律师事务所经营者",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留法律行业支持；律师拥有律所并作法律决定，Erinys不自动与独立律所并表。法律费、收入分成、软件和后台服务收费及合同主体待核，安全宣传非独立审计。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32124",
        "INDUSTRY6-CAT-YC32124"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：为律师创办或改造律所提供技术、获客、收案及后台基础设施。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "Legal",
        "LegalTech",
        "AI"
      ],
      "businessModel": "律所运营软件和服务；许可、实施、获客及专业人力费待拆"
    },
    {
      "id": "YC32127",
      "name": "Perceptron ML",
      "url": "https://www.ycombinator.com/companies/perceptron-ml",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "围绕律所案件定制私有部署的取证、研究、计时及起草系统。",
      "buyer": "律师事务所及案件团队",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留法律专业应用；共享平台与定制交付并存，不据不是agency的表述推纯SaaS毛利。每个事实先核来源是主张，未独立核检索准确率或实际责任边界。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32127",
        "INDUSTRY6-CAT-YC32127"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：围绕律所案件定制私有部署的取证、研究、计时及起草系统。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "B2B",
        "Legal",
        "Automation",
        "AI"
      ],
      "businessModel": "法律行业软件与定制实施；运行、连接、项目及人审费待拆"
    },
    {
      "id": "YC32129",
      "name": "Egoist Machines",
      "url": "https://www.ycombinator.com/companies/egoist-machines",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "通过AI Passport提供个人上下文携带及按应用授权共享，消费者应用作为入口。",
      "buyer": "个人用户及接入上下文的应用开发团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从个人助理移上下文设施；官网199可退款预订与2999计划起价不是收入或已交付硬件。设备路线图、个人数据控制和API能力未独立核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32129",
        "CONSUMER-CAT-YC32129",
        "CONSUMER-HOME-12"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：通过AI Passport提供个人上下文携带及按应用授权共享，消费者应用作为入口。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Hardware",
        "Personalization",
        "Privacy",
        "Consumer Products",
        "AI Assistant"
      ],
      "businessModel": "上下文/记忆权限设施，兼消费者应用及未来Domovoy硬件；收入比例待拆"
    },
    {
      "id": "YC32130",
      "name": "Olam Labs",
      "url": "https://www.ycombinator.com/companies/olam-labs",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "构建人与模型交互的多Agent模拟环境、竞技场及行为评测。",
      "buyer": "模型安全及多Agent研发团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "由算力移Agent评测设施；付费玩家和token使用无收入金额，免费入口与付费叙述须核合同；自建欺骗指标不当第三方能力验证或公司财务判断。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32130",
        "C02-FULL-YC32130"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：构建人与模型交互的多Agent模拟环境、竞技场及行为评测。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Reinforcement Learning",
        "Gaming",
        "Data Engineering",
        "AI"
      ],
      "businessModel": "模拟环境/评测服务与竞技场用户收费；产品线收入待拆"
    },
    {
      "id": "YC32133",
      "name": "Belvedir",
      "url": "https://www.ycombinator.com/companies/belvedir",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "将客户运行轨迹转为训练集与RL环境，训练、评测并托管专属模型。",
      "buyer": "企业及模型应用团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留训练推理设施；10家使用与成本/性能提升仅自述，不等付费金额。创始人过去Traverse经历不作当前主体合并依据。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32133",
        "C02-FULL-YC32133"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：将客户运行轨迹转为训练集与RL环境，训练、评测并托管专属模型。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Machine Learning"
      ],
      "businessModel": "模型后训练、适配器托管与按token推理；项目和用量收费待拆"
    },
    {
      "id": "YC32134",
      "name": "Parasma",
      "url": "https://www.ycombinator.com/companies/parasma",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "研发用人类脑细胞进行计算的训练方法及基础设施。",
      "buyer": "生物计算及模型研究团队；实际付费买家待核",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "暂保留替代计算设施研究；Doom及token预测仅自述，不把研究目标当可商用GPU替代。创始人旧数字物品市场挂牌额不是本公司收入。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32134",
        "C02-FULL-YC32134"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：研发用人类脑细胞进行计算的训练方法及基础设施。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Machine Learning",
        "Neurotechnology",
        "AI"
      ],
      "businessModel": "早期生物计算研发；硬件、计算服务及许可模式未披露"
    },
    {
      "id": "YC32135",
      "name": "Trope",
      "url": "https://www.ycombinator.com/companies/trope",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为定制ERP设计、实现、测试并维护AI代理。",
      "buyer": "ERP使用企业、软件商、VAR及集成商",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "按现工程实现移软件开发，旧实施项目协作分期。官网零实施费不等全部免费或零工程成本，Trope承担部署维护；五百亿咨询市场不是自身收入，sandbox/shadow自述未执行。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网零实施费，后续产品和维护收费未列；不能当全部免费或无工程成本",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32135",
        "ENTTAG2-CAT-YC32135",
        "ENTTAG2-TROPE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：为定制ERP设计、实现、测试并维护AI代理。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "AI"
      ],
      "businessModel": "定制Agent工程交付；官网零实施费，后续产品收费及维护成本待拆"
    },
    {
      "id": "YC32136",
      "name": "Palisade",
      "url": "https://www.ycombinator.com/companies/palisade",
      "cat": "C06",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "在在线市场为访问者配置个性化销售Agent，辅助发现、购买及后续互动。",
      "buyer": "在线交易市场及商户平台",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留销售运营；270万以上GMV是客户市场成交额，不是Palisade收入或ARR，不从总额推抽成。用户游标和记忆能力未独立运行核。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32136",
        "SALES-CAT-YC32136",
        "SALES-LAUNCH-PALISADE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：在在线市场为访问者配置个性化销售Agent，辅助发现、购买及后续互动。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "Marketplace",
        "Sales",
        "E-commerce",
        "AI"
      ],
      "businessModel": "市场销售Agent软件与集成；订阅、交易抽成及托管费未核"
    },
    {
      "id": "YC32138",
      "name": "NebuSec",
      "url": "https://www.ycombinator.com/companies/nebusec",
      "cat": "C05",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "提供漏洞发现、代码监控、根因分析及补丁生成安全Agent。",
      "buyer": "需要代码和系统安全审查的企业",
      "delivery": "已读公司自述；实际交付、合同和财务尚未独立验证。",
      "notes": "40万漏洞奖金在团队与VEGA表述中并存，获奖主体、时期和公司归属待核；奖金不作ARR，排名和漏洞能力尚未独立复核。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公开业务及量化声明；收入可用性见核查",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32138"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：提供漏洞发现、代码监控、根因分析及补丁生成安全Agent。 按主要买家与交付任务归类。",
      "directoryTags": [
        "B2B",
        "Security",
        "Cybersecurity",
        "Enterprise",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "安全Agent与审计服务；价格及经常性收费未知"
    },
    {
      "id": "YC32154",
      "name": "Zomma",
      "url": "https://www.ycombinator.com/companies/zomma",
      "cat": "C07",
      "year": 2026,
      "team": 5,
      "location": "San Francisco",
      "business": "在金融机构既有软件界面中处理交易警报调查、KYC及争议等后台流程。",
      "buyer": "金融机构合规及后台运营团队",
      "delivery": "已读YC当前主营及相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力设施移金融专业应用；试点、OSWorld成绩为公司自述，客户资产管理规模及创始人前雇主交易额和收入不归Zomma收入。 成立及团队字段保留原YC快照，不等法律注册或最新雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32154",
        "C02-BOUNDARY-YC32154"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：在金融机构既有软件界面中处理交易警报调查、KYC及争议等后台流程。 按主要买家与交付分类；compute/chip/computer-use关键词不直接等算力交付。",
      "directoryTags": [
        "Robotic Process Automation",
        "Finance",
        "B2B",
        "Workflow Automation",
        "AI"
      ],
      "businessModel": "金融BPO式Agent运营交付；按任务、席位及人工支持收费未核"
    },
    {
      "id": "YC32155",
      "name": "Rex",
      "url": "https://www.ycombinator.com/companies/rex-inc",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "以Agent及财务专家托管企业应收和订单到回款工作。",
      "buyer": "企业内部财务及应收运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留通用企业财务；官网明确专属财务专家，不当纯SaaS。管理5亿以上应收为客户资产/待收款，非Rex收入或ARR，前Sequence经历单列。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32155",
        "ENTERPRISE3-CAT-YC32155",
        "ENTERPRISE3-REX-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以Agent及财务专家托管企业应收和订单到回款工作。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "B2B",
        "Enterprise",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "AI托管财务服务；按成果/SLA定价，专家、人力与软件待拆"
    },
    {
      "id": "YC32156",
      "name": "Enact",
      "url": "https://www.ycombinator.com/companies/enact",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "通过真实机器人任务采集失败及恢复示范，生成针对性后训练数据并内部评测。",
      "buyer": "机器人模型及后训练团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从机器人制造移训练数据设施；自有内部评测用于验证数据，不等第三方独立评价或机器人销售，恢复效果与付费金额未核。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32156",
        "C10-FULL-YC32156",
        "C10-CURRENT-HOME-YC32156"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：通过真实机器人任务采集失败及恢复示范，生成针对性后训练数据并内部评测。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Reinforcement Learning",
        "Robotics",
        "AI"
      ],
      "businessModel": "真实任务环境、恢复数据和训练服务；许可、实验及项目合同待核"
    },
    {
      "id": "YC32157",
      "name": "Maingen",
      "url": "https://www.ycombinator.com/companies/maingen",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "将工业运营决策整理为模型可训练的强化学习模拟环境。",
      "buyer": "前沿AI实验室及工业模型研发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "移模型训练基础设施，不把模拟电站运维当已接管真实工厂。SolarBench是自有模拟基准，已读方法与结果但未读运行源码或复测；模拟利润和前雇主支付吞吐不是Maingen收入。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32157",
        "INDUSTRY6-CAT-YC32157",
        "INDUSTRY6-MAINGEN-HOME",
        "INDUSTRY6-MAINGEN-BENCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：将工业运营决策整理为模型可训练的强化学习模拟环境。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "B2B",
        "Energy",
        "Big Data",
        "AI"
      ],
      "businessModel": "模型训练环境；定制模拟、运营专家、许可及评估费用待拆"
    },
    {
      "id": "YC32160",
      "name": "MusicArena",
      "url": "https://www.ycombinator.com/companies/musicarena",
      "cat": "C03",
      "year": 2026,
      "team": null,
      "location": "San Francisco",
      "business": "以众包比较评价AI生成音乐及音乐制作。",
      "buyer": "音乐模型研发及模型选择用户",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从创意制作移评测设施；官网仅提取Producer Arena标题，无正文，不能以名称改变推主体或现商业模式。未复现榜单或推断自身独立水平。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32160",
        "CONSUMER-CAT-YC32160",
        "CONSUMER-HOME-10"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：以众包比较评价AI生成音乐及音乐制作。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Music",
        "Crowdsourcing",
        "AI"
      ],
      "businessModel": "音乐模型评测与竞技场；软件、数据、广告及服务收入未披露"
    },
    {
      "id": "YC32161",
      "name": "Bernard",
      "url": "https://www.ycombinator.com/companies/bernard",
      "cat": "C07",
      "year": 2026,
      "team": 9,
      "location": "New York City, NY",
      "business": "为家用及商用电器维修商处理沟通、派工、诊断资料及备件准备。",
      "buyer": "电器维修服务企业",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移维修行业，包含技师备件和交接而不只前台电话。首次修复改善为自述，不当无需技师的自主维修或公司收入。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32161",
        "ENTERPRISE3-CAT-YC32161"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为家用及商用电器维修商处理沟通、派工、诊断资料及备件准备。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Home Services",
        "AI"
      ],
      "businessModel": "行业维修运营软件；工单、通话、数据及专家支持待拆"
    },
    {
      "id": "YC32162",
      "name": "Studio",
      "url": "https://www.ycombinator.com/companies/studio",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "模拟消费者群体对价格、产品、营销及传播决策的反应。",
      "buyer": "消费品及餐饮等企业的洞察、营销与产品团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移客户与营销研究，模拟社会不等通用基础模型业务。95%官网、旧发布95%以上和目录97%以上口径不同，未核误差定义、样本或独立复现；预测的客户销售和2亿模拟消费者非公司收入/用户数。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32162",
        "ENTTAG2-CAT-YC32162",
        "ENTTAG2-STUDIO-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：模拟消费者群体对价格、产品、营销及传播决策的反应。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "B2B",
        "Analytics",
        "Market Research",
        "AI"
      ],
      "businessModel": "市场研究/模拟软件；数据、定制模型、项目及支持费待拆"
    },
    {
      "id": "YC32167",
      "name": "Orchestra",
      "url": "https://www.ycombinator.com/companies/orchestra",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "通过学习工作轨迹训练专用小模型并部署的推理云。",
      "buyer": "有生产AI工作流的企业开发团队",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；已做主营分类人工复核，收入、定价和技术能力仍未逐一核验。成本降低声明未测试；创始人在Gumloop的历史销售额不是Orchestra收入。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32167",
        "MODEL-CAT-YC32167"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：主营明确是推理云与流量部署，模型训练为交付手段，归C02。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Open Source",
        "AI",
        "ML"
      ]
    },
    {
      "id": "YC32169",
      "name": "Speko",
      "url": "https://www.ycombinator.com/companies/speko",
      "cat": "C02",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "通过统一API为语音Agent选择并路由语音与语言模型。",
      "buyer": "语音应用开发团队",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；已做主营分类人工复核，收入、定价和技术能力仍未逐一核验。厂商自建榜单不是独立评测；创始人Hupo历史融资、客户和经验不转为本公司收入。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32169",
        "MODEL-CAT-YC32169"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：交付为多供应商模型路由与推理API，归C02，不当直接语音模型研发。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Developer Tools",
        "AI",
        "Conversational AI"
      ]
    },
    {
      "id": "YC32171",
      "name": "LemonLime",
      "url": "https://www.ycombinator.com/companies/lemonlime",
      "cat": "C06",
      "year": 2026,
      "team": 5,
      "location": "San Francisco",
      "business": "为小企业找线索、起草外联及品牌内容，并提示销售营销机会。",
      "buyer": "小企业经营者及获客团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留GTM当前定位；旧通用流程自动化发布单列。点击发送仍由用户执行，不把自动化愿景当完全无人经营或自身收入。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32171",
        "SALES-CAT-YC32171"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为小企业找线索、起草外联及品牌内容，并提示销售营销机会。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "SaaS",
        "Sales",
        "Marketing",
        "AI"
      ],
      "businessModel": "营销/销售自动化应用；订阅、数据和服务成本待核"
    },
    {
      "id": "YC32172",
      "name": "Jcode",
      "url": "https://www.ycombinator.com/companies/jcode",
      "cat": "C04",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "提供支持多Agent并行工作的Rust编程Agent运行工具。",
      "buyer": "软件开发者与工程团队",
      "delivery": "已读公司自述；实际交付、合同和财务尚未独立验证。",
      "notes": "每月100万是推理支出吞吐，不是公司MRR；YC星数自述和代码可访问不证明付费收入或性能领先。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公开业务及量化声明；收入可用性见核查",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32172",
        "DEPTH-FLOW-JCODE-SITE",
        "DEPTH-FLOW-JCODE-CODE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：提供支持多Agent并行工作的Rust编程Agent运行工具。 按主要买家与交付任务归类。",
      "directoryTags": [
        "Developer Tools",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "开源编程工具与商业产品；平台自有收入未知",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-30",
        "summary": "官方工具与公开Rust代码可访问；已读厂商性能表和版本说明，但未复测，不视为第三方能力排名。",
        "evidenceIds": [
          "DEPTH-FLOW-JCODE-SITE",
          "DEPTH-FLOW-JCODE-CODE"
        ]
      }
    },
    {
      "id": "YC32187",
      "name": "Insurf",
      "url": "https://www.ycombinator.com/companies/insurf",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "Providence, RI",
      "business": "结合健康保险方案成本分析和诊所拒赔申诉数据辅助保险决策。",
      "buyer": "雇主、参保家庭及医疗诊所",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留健康保险行业，Surely与Inveto两条交付分开。模拟年份、示例差价与每员工节省不是收入；医生签署、数据授权与监管未来安排均未独立核，不能据宣传认定普遍最低成本。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32187",
        "INDUSTRY6-CAT-YC32187"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：结合健康保险方案成本分析和诊所拒赔申诉数据辅助保险决策。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "Health Tech",
        "Healthcare",
        "Insurance",
        "Automation",
        "AI"
      ],
      "businessModel": "健康保险分析和拒赔软件；数据、服务、人审及收费范围待拆"
    },
    {
      "id": "YC32188",
      "name": "IMPACT Drones",
      "url": "https://www.ycombinator.com/companies/impact-drones",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为民用关键基础设施提供反无人机实体防护服务。",
      "buyer": "数据中心、机场及能源等基础设施运营者",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "保留实体系统，Air Defense as a Service不是纯软件毛利证明。目录180M以上USD signed LOI为意向书，非已实现收入/ARR，其他公司损失与旧产品报价不是本公司收入；交付成熟度及合同约束未核。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32188",
        "OTHERTAG2-CAT-YC32188",
        "OTHERTAG2-IMPACT-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：为民用关键基础设施提供反无人机实体防护服务。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Hardware",
        "Drones",
        "Swarm Robotics",
        "AI"
      ],
      "businessModel": "实体防护服务；硬件、监控、补充、更换与部署费用待拆"
    },
    {
      "id": "YC32189",
      "name": "Verdant",
      "url": "https://www.ycombinator.com/companies/verdant",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为地方政府审核许可申请、检查材料并生成后续报告。",
      "buyer": "地方政府建筑及规划部门",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "保留政务应用；200多申请与4州4付费部署分别记录，不猜合同金额。110亿年度政府行业支出不作公司收入，AI错误及正式审批仍待核。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32189",
        "INDUSTRY11-CAT-YC32189"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为地方政府审核许可申请、检查材料并生成后续报告。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "GovTech",
        "AI"
      ],
      "businessModel": "政府许可专业软件；申请量、接入、实施及人工判断成本待拆"
    },
    {
      "id": "YC32190",
      "name": "General Context Labs",
      "url": "https://www.ycombinator.com/companies/general-context-labs",
      "cat": "C09",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "开发交互式游戏与应用生成平台Instaplay，同时探索前沿模型数据业务。",
      "buyer": "个人创作者与玩家；数据业务买方待核",
      "delivery": "YC披露Instaplay产品，合作方公开条款另点名数据商业化安排；本轮未体验或核合同账单。",
      "notes": "个人产品与数据合作为不同业务边界，收入均未知。合作方披露分成不是GCL完整合同，示例付款和用户/月活不当实际收入。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未取得Instaplay统一价格；伙伴分成条款不是产品订阅价",
      "stage": "产品及数据合作条款公开；实际付费结构、交付和财务待核",
      "sourceType": "YC原始目录及公司/交易参与方公开原始资料补核",
      "evidenceIds": [
        "YC-E-32190",
        "MODEL-CAT-YC32190",
        "GCL-PARTNER",
        "GCL-YC-BIZ"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：按当前已描述的首个社交游戏产品归C09；公司数据业务另留缺，不因面向前沿模型而当模型研发。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Gaming",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "Instaplay个人游戏/应用平台及数据产品合作；数据业务涉及处理成本、伙伴分成和结算，具体收费与收入拆分待核",
      "entityBasis": "YC关联General Context Labs与Instaplay；Selltraces条款点名同品牌合作方，但未取得签署合同或完整法律实体链，不能据名称自动合并账目。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读YC应用生成与数据产品自述；未独立体验、读取训练数据或验证用户规模，合同条款不是技术测试。",
        "evidenceIds": [
          "GCL-YC-BIZ"
        ]
      }
    },
    {
      "id": "YC32191",
      "name": "Lyon",
      "url": "https://www.ycombinator.com/companies/lyon",
      "cat": "C01",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "以企业交易数据训练私有模型，用于信贷、欺诈、流失及客户价值预测。",
      "buyer": "银行、保险公司与金融科技企业",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；已做主营分类人工复核，收入、定价和技术能力仍未逐一核验。客户交易数、客户活跃用户和效果提升不是Lyon收入，也未独立复现。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32191",
        "MODEL-CAT-YC32191"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：当前交付为在客户云内运行的私有行业模型，保留C01，定制服务与模型许可需另拆分。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Machine Learning",
        "Finance",
        "Data Science",
        "Big Data"
      ]
    },
    {
      "id": "YC32193",
      "name": "Floracene",
      "url": "https://www.ycombinator.com/companies/floracene",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "New York City, NY",
      "business": "让医疗运营人员构建并部署连接生产数据且有权限控制的内部工具。",
      "buyer": "缺少工程团队的医疗运营机构",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "从通用编码移医疗专业应用；首个客户上线4项工具与2000亿美元行业软件支出不是公司收入。HIPAA合规为自述，未核BAA、审计或真实PHI处理。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32193",
        "C04-CAT-YC32193"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：让医疗运营人员构建并部署连接生产数据且有权限控制的内部工具。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Health Tech",
        "Medical Devices",
        "Digital Health",
        "Enterprise Software",
        "Healthcare IT"
      ],
      "businessModel": "医疗内部应用平台与部署支持；订阅、实施及合规责任待拆"
    },
    {
      "id": "YC32194",
      "name": "GUILD",
      "url": "https://www.ycombinator.com/companies/guild",
      "cat": "C10",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "承接政府航空航天零件合同并组织制造及交付。",
      "buyer": "政府及航空航天采购团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "按实际零件交付移实体产业，不当软件席位或获客平台。自述赢合同不等已确认收入，制造自动化程度、产能和实际订单未独立核。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32194",
        "INDUSTRY11-CAT-YC32194"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：承接政府航空航天零件合同并组织制造及交付。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Manufacturing",
        "Supply Chain",
        "Defense",
        "AI"
      ],
      "businessModel": "实体制造承包；材料、加工、检测、履约及人力费用待拆"
    },
    {
      "id": "YC32195",
      "name": "RealPact",
      "url": "https://www.ycombinator.com/companies/realpact",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为房产经纪机构获取产权资料、填写合同并追踪交易文档和期限。",
      "buyer": "房产经纪及交易运营团队",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留房产专业流程；New Hampshire采用为自述，客户引语不等独立效果或实收。地产成交值、佣金、平台费用与未来经纪OS范围分开，不当法律审查保证。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32195",
        "INDUSTRY6-CAT-YC32195"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：为房产经纪机构获取产权资料、填写合同并追踪交易文档和期限。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "Real Estate",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "房产交易软件；案件、数据许可、部署及人审费用待拆"
    },
    {
      "id": "YC32197",
      "name": "Evident Machines",
      "url": "https://www.ycombinator.com/companies/evident-machines",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "把真实电气工程研究项目变成AI模型评估基准。",
      "buyer": "前沿模型实验室及工程AI研发团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "从机器人移模型设施。真实物理实验是评估手段，不等卖自有机器人；官网工具不可读，基准具体任务/独立性、公开可复现材料及收费待核，不凭benchmarks词认定已独立验证。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32197",
        "OTHERTAG2-CAT-YC32197",
        "OTHERTAG2-EVIDENT-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：把真实电气工程研究项目变成AI模型评估基准。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Hardware",
        "Machine Learning",
        "Robotics",
        "Electronics",
        "AI"
      ],
      "businessModel": "模型评估/训练数据设施；计算、仿真、实体实验及定制服务费待拆"
    },
    {
      "id": "YC32198",
      "name": "Riften",
      "url": "https://www.ycombinator.com/companies/riften",
      "cat": "C02",
      "year": 2026,
      "team": 5,
      "location": "San Francisco",
      "business": "提供模型网关路由、评测、私有后训练及编码环境。",
      "buyer": "企业AI与模型实验室团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "保留多线模型供给，不把全部自研为基础模型。已有生产降支出是自述，客户模型账单和原雇主九位数制造业务不归Riften收入；编码环境仍发展中。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32198",
        "MODELTAG-CAT-YC32198"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：提供模型网关路由、评测、私有后训练及编码环境。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Developer Tools",
        "Reinforcement Learning",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "模型路由与后训练设施；上游推理、BYOK、环境和实施费用待拆"
    },
    {
      "id": "YC32200",
      "name": "Bizmark",
      "url": "https://www.ycombinator.com/companies/bizmark",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "连接制造企业系统和表格，自动化采购、报价与生产计划。",
      "buyer": "制造商、分销商和实体商品运营企业",
      "delivery": "已读YC公司自述和发布帖；具体执行效果、合同和财务未独立验证。",
      "notes": "自述10.8万ARR；日历截止日、币种及合同组成缺失。创始人此前业务6000万收入与市场规模排除。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公开量化声明或明确收入排除记录；商业成熟度待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32200"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：连接制造企业系统和表格，自动化采购、报价与生产计划。 按主要买家与工作任务归类。",
      "directoryTags": [
        "Manufacturing",
        "Automation",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "制造业Agent与系统集成；订阅和定制实施费拆分未知"
    },
    {
      "id": "YC32201",
      "name": "Mosaic",
      "url": "https://www.ycombinator.com/companies/mosaic-inc",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：Defining the frontier of multiplayer AI.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32201"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为团队及编码Agent保存跨会话共享记忆，主营Agent协同上下文设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AI"
      ]
    },
    {
      "id": "YC32202",
      "name": "Dialogus",
      "url": "https://www.ycombinator.com/companies/dialogus",
      "cat": "C06",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "以语音代理处理企业订单、客户服务和催收并连接业务系统。",
      "buyer": "呼叫中心、客户服务及收入运营团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "保留客户运营。当前跨行业运营系统不是单独语音模型售卖；官网客户回款/订单示例非Dialogus营收，ISO27001仍underway，SOC2未读报告；生产电话数和厂商自测非独立能力验证。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32202",
        "OTHERTAG2-CAT-YC32202",
        "OTHERTAG2-DIALOG-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：以语音代理处理企业订单、客户服务和催收并连接业务系统。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "B2B",
        "Customer Support"
      ],
      "businessModel": "语音客户运营软件/服务；通话、模型、工具接入及人工升级费待拆"
    },
    {
      "id": "YC32204",
      "name": "Alloovium",
      "url": "https://www.ycombinator.com/companies/alloovium",
      "cat": "C07",
      "year": 2026,
      "team": 5,
      "location": "San Francisco",
      "business": "整合建筑项目文件并按内部管理制度提供引用答案、草稿及检查。",
      "buyer": "建筑承包及大型项目管理团队",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留建筑行业文档；4亿活跃项目值及客户250万编制成本不是Alloovium收入。AI草稿需人签，39项检查发现未独立复测，IMS/ISO适配不等已认证，处罚表述未核现行法规。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32204",
        "INDUSTRY6-CAT-YC32204"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：整合建筑项目文件并按内部管理制度提供引用答案、草稿及检查。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "Construction",
        "AI"
      ],
      "businessModel": "建筑文档与合规软件；项目、资料、集成及专家复核费待拆"
    },
    {
      "id": "YC32205",
      "name": "Mochi",
      "url": "https://www.ycombinator.com/companies/mochi",
      "cat": "C08",
      "year": 2025,
      "team": 5,
      "location": "Los Angeles, CA",
      "business": "供用户观看和创作AI短篇动漫，并以代币或订阅解锁。",
      "buyer": "动漫观众与创作者",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "从个人通用应用移内容创意。300M社交播放、100K用户与20K创作者为不同采用指标，非订阅数/营收；200K/月属于创始人旧游戏，不归Mochi。代币一次性消费与经常性订阅/未来创作者分成待拆。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32205",
        "OTHERTAG2-CAT-YC32205",
        "OTHERTAG2-MOCHI-HOME",
        "OTHERTAG2-MOCHI-LAUNCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：供用户观看和创作AI短篇动漫，并以代币或订阅解锁。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Consumer",
        "AI"
      ],
      "businessModel": "消费动漫媒体/创作平台；代币、订阅、内容制作及模型成本分开"
    },
    {
      "id": "YC32206",
      "name": "DeepReach Inc.",
      "url": "https://www.ycombinator.com/companies/deepreach-inc",
      "cat": "C02",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "以采集硬件和本地合作网络提供真实工作场景的机器人训练数据。",
      "buyer": "机器人及物理AI模型训练团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "按售出数据及质量管线移模型数据设施；475设备、100伙伴及15万片段是采集规模，未来一万设备不是已交付。旧HireIO1500万年收入不归DeepReach；官网403。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32206",
        "ENTERPRISE3-CAT-YC32206",
        "ENTERPRISE3-DEEPREACH-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以采集硬件和本地合作网络提供真实工作场景的机器人训练数据。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Hardware",
        "Machine Learning",
        "Robotics",
        "Computer Vision",
        "AI"
      ],
      "businessModel": "训练数据网络加设备；数据授权、采集报酬、硬件与净费待拆"
    },
    {
      "id": "YC32220",
      "name": "COACH",
      "url": "https://www.ycombinator.com/companies/ai-coach",
      "cat": "C06",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "分析面对面销售录音，将有效做法转为组织知识和个性化辅导。",
      "buyer": "线下销售及培训管理团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留销售赋能；法国前五企业与数千销售使用、转化提升为自述，无收入金额。销售员创造的业绩不是平台收入，未核录音授权或效果。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32220",
        "SALES-CAT-YC32220"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：分析面对面销售录音，将有效做法转为组织知识和个性化辅导。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Sales",
        "Sales Enablement",
        "AI"
      ],
      "businessModel": "销售会话分析与教练软件；席位、录音时长和服务费待拆"
    },
    {
      "id": "YC32221",
      "name": "Grocalo",
      "url": "https://www.ycombinator.com/companies/grocalo",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "Los Angeles, CA",
      "business": "分析创作者受众并制作、个性化和分发社交内容。",
      "buyer": "创作者及社交品牌运营团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从一般创意移营销运营，按主要增长及分发任务分类。20亿观看、400万新增粉丝及客户原粉丝规模不等Grocalo收入，效果和客户关系未独立核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32221",
        "CONSUMER-CAT-YC32221"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：分析创作者受众并制作、个性化和分发社交内容。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Entertainment",
        "Creator Economy",
        "AI"
      ],
      "businessModel": "内容增长代运营与分析软件；服务费、软件及分发成本待拆"
    },
    {
      "id": "YC32222",
      "name": "Audun",
      "url": "https://www.ycombinator.com/companies/audun",
      "cat": "C07",
      "year": 2026,
      "team": 5,
      "location": "Oslo, Norway",
      "business": "以AI及人工专员提供催收沟通、分期安排和后台文书服务。",
      "buyer": "银行、贷款机构、公用事业等债权人",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "保留专业催收，非普通营销呼叫。最多90%案件自动化只是厂商自述；争议和人工请求转专员。债权余额、代收回款和自有收费分开，牌照及收费未核。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32222",
        "INDUSTRY11-CAT-YC32222",
        "INDUSTRY11-AUDUN-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：以AI及人工专员提供催收沟通、分期安排和后台文书服务。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Fintech",
        "Finance",
        "AI"
      ],
      "businessModel": "专业债务催收服务；回收佣金/服务费、渠道和人工成本待核"
    },
    {
      "id": "YC32223",
      "name": "Marble",
      "url": "https://www.ycombinator.com/companies/joinmarble",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "New York City, NY",
      "business": "整合餐饮后厨库存、采购、发票、排班及需求预测。",
      "buyer": "餐厅、咖啡店、酒吧及连锁运营团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移餐饮专业软件，旧Truffle名称保留。90%盘点提速、97%需求预测与99%盘点准确是不同自测指标，40%食物浪费下降非公司毛利；500推荐奖励、行业浪费和前雇主交易额非营收。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32223",
        "ENTTAG2-CAT-YC32223"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：整合餐饮后厨库存、采购、发票、排班及需求预测。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "SaaS",
        "Restaurant Tech",
        "AI"
      ],
      "businessModel": "餐饮运营软件；门店、视觉/语音、系统接入及人工维护费待拆"
    },
    {
      "id": "YC32225",
      "name": "Stoa",
      "url": "https://www.ycombinator.com/companies/stoa",
      "cat": "C02",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：The market behind AI hardware.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32225"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：提供GPU买卖询价和定价交易基础设施，属于AI算力供应链。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Fintech",
        "Hardware",
        "Marketplace",
        "Infrastructure",
        "AI"
      ]
    },
    {
      "id": "YC32226",
      "name": "Glen",
      "url": "https://www.ycombinator.com/companies/glen",
      "cat": "C03",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "为不同代理检索、注入组织历史并共享会话、技能及上下文。",
      "buyer": "部署多种代理的企业与工程团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移Agent设施而非一般办公助手。内部百PR重放的29%token和21%时间节省非独立普适能力，字符注入量和早期组织使用不等付费，迁移无损及权限隔离未执行。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32226",
        "ENTTAG2-CAT-YC32226",
        "ENTTAG2-GLEN-HOME",
        "ENTTAG2-GLEN-BENCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：为不同代理检索、注入组织历史并共享会话、技能及上下文。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "Generative AI",
        "B2B",
        "AI"
      ],
      "businessModel": "Agent记忆/上下文设施；索引、存储、模型、席位和接入费待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "目录与官网/公开材料关联；精确法人与产品合同、财务主体未独立核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读供应商百PR重放方法：单工作区Codex5.5、每组五次、记忆时间回退及保留测试；未读取完整任务/轨迹或复现，非独立评测。",
        "evidenceIds": [
          "ENTTAG2-CAT-YC32226",
          "ENTTAG2-GLEN-HOME",
          "ENTTAG2-GLEN-BENCH"
        ]
      }
    },
    {
      "id": "YC32227",
      "name": "Context.dev",
      "url": "https://www.ycombinator.com/companies/contextdev",
      "cat": "C03",
      "year": 2025,
      "team": 6,
      "location": "San Francisco",
      "business": "经API提供网页检索、抓取、结构化数据及持续监控。",
      "buyer": "需要新鲜网页数据的Agent及应用开发团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移Agent数据连接，网页训练数据用途非其全部主业。YC旧发布400客户、现简介600以上组织及官网1000免费额度分期，未确认全部付费；Dench三百万pipeline为客户线索，融资非营收。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32227",
        "ENTTAG2-CAT-YC32227",
        "ENTTAG2-CONTEXT-HOME",
        "ENTTAG2-CONTEXT-CLIENT"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：经API提供网页检索、抓取、结构化数据及持续监控。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "B2B",
        "AI",
        "APIs"
      ],
      "businessModel": "Agent网页数据设施；请求/额度、代理浏览器、缓存及支持费待拆"
    },
    {
      "id": "YC32229",
      "name": "Confetti",
      "url": "https://www.ycombinator.com/companies/confetti",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "从自然语言设计硬件、选元件、写固件并对接外部制造。",
      "buyer": "个人创客及硬件设计者，专业团队范围待核",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "从创意初分移工程专业软件，买家含个人，仍有跨类边界。外部print farm制造/配送不等自有产线或机器人销售；官网仅打开工作区，未执行设计/下单，交付准确性、责任与收费未知。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32229",
        "OTHERTAG2-CAT-YC32229",
        "OTHERTAG2-CONFETTI-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：从自然语言设计硬件、选元件、写固件并对接外部制造。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Hardware",
        "Design",
        "3D Printing",
        "Personalization",
        "AI"
      ],
      "businessModel": "硬件工程设计平台暂分类；CAD、固件、元件采购和外部打印履约费待拆"
    },
    {
      "id": "YC32230",
      "name": "Codag",
      "url": "https://www.ycombinator.com/companies/codag",
      "cat": "C03",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "在模型读取前压缩工具输出并跟踪代理工具使用及成本。",
      "buyer": "Agent应用及工程团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "移Agent工具路径设施，非自有基础模型。75%输出压缩和20—30%token节省是不同自述口径，90以上组织使用非付费数/ARR；完整原字节可取回和本地直连未独立核。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32230",
        "DEVTAG2-CAT-YC32230",
        "DEVTAG2-CODAG-HOME",
        "DEVTAG2-CODAG-ADOPTION"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：在模型读取前压缩工具输出并跟踪代理工具使用及成本。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools"
      ],
      "businessModel": "Agent上下文/工具设施；处理用量、本地服务、治理及支持费待拆"
    },
    {
      "id": "YC32233",
      "name": "Exosat",
      "url": "https://www.ycombinator.com/companies/exosat",
      "cat": "C10",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：Building a neutral, sovereign alternative to Starlink",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32233"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：建设低成本通信卫星网络，远程推理为未来规划，按当前航天实体业务归类。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Space Exploration",
        "Satellites",
        "Aerospace",
        "Telecommunications",
        "AI"
      ]
    },
    {
      "id": "YC32254",
      "name": "Prodigy Research",
      "url": "https://www.ycombinator.com/companies/prodigy-research",
      "cat": "C01",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "研发量化金融模型并用于自营交易研究。",
      "buyer": "量化金融研究，外部付费买家未明确",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "按自研金融基础模型的当前主张暂移C01；尚不证明对外出售通用模型或模型性能领先。140%批次交易回报、无亏损周及风险中性为自述，缺账户、基数、费用、杠杆与完整时段，不当ARR或独立基准。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32254",
        "INDUSTRY6-CAT-YC32254",
        "INDUSTRY6-PRODIGY-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：研发量化金融模型并用于自营交易研究。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "Reinforcement Learning",
        "Finance",
        "Investing",
        "Trading",
        "AI"
      ],
      "businessModel": "行业模型研发与自营交易；模型许可、服务费及交易损益待拆"
    },
    {
      "id": "YC32256",
      "name": "Zaplar",
      "url": "https://www.ycombinator.com/companies/zaplar",
      "cat": "C07",
      "year": 2026,
      "team": 7,
      "location": "Stockholm, Sweden",
      "business": "以统一PMS、预订、渠道、POS及客房运营系统服务酒店。",
      "buyer": "酒店业主、运营者及集团IT团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移酒店运营。发布明确建议由员工审核编辑批准，非所有操作无需人；旧活动预订到现全栈愿景分期，目录7人与发布8人保持原快照，不据此推收入或团队增长。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32256",
        "ENTTAG2-CAT-YC32256"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：以统一PMS、预订、渠道、POS及客房运营系统服务酒店。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "B2B",
        "AI"
      ],
      "businessModel": "酒店专业软件；物业/客房、支付、迁移、实施和支持费待拆"
    },
    {
      "id": "YC32257",
      "name": "Spectre Intelligence",
      "url": "https://www.ycombinator.com/companies/spectre-intelligence",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "以AI代理训练及运行半导体、生物等市场交易策略。",
      "buyer": "自营交易业务及潜在资金合作方",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "移金融专业经营，不当对外模型训练设施。部署真实资本及赢时数据赚钱不等盈利披露，持仓本金、交易额和投资收益非订阅ARR；Spectre Capital与Intelligence名称关系未核。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32257",
        "MODELTAG-CAT-YC32257",
        "MODELTAG-SPECTRE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：以AI代理训练及运行半导体、生物等市场交易策略。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Biotech",
        "Investing",
        "Trading",
        "Semiconductors"
      ],
      "businessModel": "自营/多策略交易；资本、数据、执行和风险管理成本待核"
    },
    {
      "id": "YC32259",
      "name": "screenpipe",
      "url": "https://www.ycombinator.com/companies/screenpipe",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "记录企业电脑上的工作上下文，生成可检索记忆、流程文档及自动化线索。",
      "buyer": "个人及企业知识工作团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "由算力移企业通用工作；可供Agent作为上下文是用途，不直接等模型训练数据销售。开源、星标、可用性和隐私均未在本轮代码/产品实测。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32259",
        "C02-FULL-YC32259"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：记录企业电脑上的工作上下文，生成可检索记忆、流程文档及自动化线索。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Enterprise",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "工作记忆与流程分析软件；本地、企业部署及Agent扩展收费待核"
    },
    {
      "id": "YC32261",
      "name": "Rasyn",
      "url": "https://www.ycombinator.com/companies/rasyn",
      "cat": "C01",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：Making chemicals 100,000x faster",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32261"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：研发预测化学配方表现的模型并建设实验数据闭环，按模型产品归类，应用行业为化学研发。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Deep Learning",
        "Biotech",
        "Manufacturing",
        "AI"
      ]
    },
    {
      "id": "YC32262",
      "name": "Alkera AI",
      "url": "https://www.ycombinator.com/companies/alkera-ai",
      "cat": "C04",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "以代理、血缘及知识库开发维护数据管线并生成SQL/Python分析。",
      "buyer": "数据工程、分析及科学团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "保留数据工程开发，兼协作分析工作台，不以股票研究演示认定金融执业。人在知识条目核验、沙盒测试和CI门控仍在；83.28%基准为厂商比较未复现，演示收入非自身财务。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32262",
        "DEVTAG2-CAT-YC32262",
        "DEVTAG2-ALKERA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：以代理、血缘及知识库开发维护数据管线并生成SQL/Python分析。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "Data Science",
        "Data Engineering",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "数据开发平台；工作区、计算/GPU、仓库连接及企业部署费待拆"
    },
    {
      "id": "YC32286",
      "name": "Definite",
      "url": "https://www.ycombinator.com/companies/definite",
      "cat": "C05",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "只读整合ERP、账簿、薪酬及支付资料供财务分析和代理使用。",
      "buyer": "跨行业企业内部财务及后台团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "按现通用财务移C05；旧银行监管报告定位分期。模型提出映射，确定性规则计算并由人审批；官网示例余额/收入不是公司财务，未写回或移动资金为自述未实测。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32286",
        "INDUSTRY11-CAT-YC32286",
        "INDUSTRY11-DEFINITE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：只读整合ERP、账簿、薪酬及支付资料供财务分析和代理使用。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Fintech",
        "SaaS",
        "Finance",
        "AI"
      ],
      "businessModel": "通用财务工作软件；连接、数据映射、定制实施及部署费待拆"
    },
    {
      "id": "YC32288",
      "name": "Callbook AI",
      "url": "https://www.ycombinator.com/companies/callbook-ai",
      "cat": "C07",
      "year": 2025,
      "team": 7,
      "location": "San Francisco",
      "business": "公司简介：AI collections agency for late stage portfolios",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32288"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：用AI联系和协商逾期借款人，主营金融催收服务。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AI"
      ]
    },
    {
      "id": "YC32352",
      "name": "Veltha",
      "url": "https://www.ycombinator.com/companies/veltha",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "辅助理赔全案审核与人工签批；近期发布另称工伤TPA端到端服务。",
      "buyer": "保险公司、理赔管理方及自保雇主",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "保留行业理赔。10月7日TPA发布与现官网多险种AI adjuster定位并列，不能断言只卖软件或已完全转型。持牌理算师签批是自述；演示赔款和希望引荐的大公司不是实际收入或客户。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32352",
        "INDUSTRY11-CAT-YC32352",
        "INDUSTRY11-VELTHA-HOME",
        "INDUSTRY11-VELTHA-TPA"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：辅助理赔全案审核与人工签批；近期发布另称工伤TPA端到端服务。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Fintech",
        "Insurance"
      ],
      "businessModel": "保险理赔软件与TPA服务口径并存；许可、专业审核及收费范围待核"
    },
    {
      "id": "YC32418",
      "name": "Traceforce",
      "url": "https://www.ycombinator.com/companies/traceforce",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "监测企业终端的AI应用和工具调用并执行风险控制。",
      "buyer": "企业AI安全、IT及工程治理团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移Agent安全设施，TraceGraph支出查询是组成部分。40以上试点被称值三百万ARR是潜在试点价值，非已实现ARR；6000以上设备和10以上企业未证明付费；公开MCP扫描器不等完整商业端点系统已验证。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32418",
        "ENTTAG2-CAT-YC32418",
        "ENTTAG2-TRACE-HOME",
        "ENTTAG2-TRACE-REPO",
        "ENTTAG2-TRACE-LICENSE",
        "ENTTAG2-TRACE-PILOTS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：监测企业终端的AI应用和工具调用并执行风险控制。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "SaaS",
        "Security",
        "Cybersecurity",
        "Enterprise",
        "AI"
      ],
      "businessModel": "Agent安全设施；终端、策略、扫描、托管及支持费待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "目录与官网/公开材料关联；精确法人与产品合同、财务主体未独立核。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "只读MCP X-Ray目录、README及根Apache2许可，商业终端产品与公开扫描器分开；未构建/扫描/上传或独立测试，试点潜在ARR排除收入。",
        "evidenceIds": [
          "ENTTAG2-CAT-YC32418",
          "ENTTAG2-TRACE-HOME",
          "ENTTAG2-TRACE-REPO",
          "ENTTAG2-TRACE-LICENSE",
          "ENTTAG2-TRACE-PILOTS"
        ]
      }
    },
    {
      "id": "YC32484",
      "name": "EdotEnv",
      "url": "https://www.ycombinator.com/companies/edotenv",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "将市场研究过程制成多步评测及后训练环境。",
      "buyer": "前沿模型实验室及学术研究团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "保留对外环境供给，与Spectre自营交易分开。市场作为自我改进研究任务不证明已实现递归自我改进、实际交易盈利或公司收入。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32484",
        "MODELTAG-CAT-YC32484"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：将市场研究过程制成多步评测及后训练环境。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Reinforcement Learning",
        "Time Series"
      ],
      "businessModel": "研究环境与评测供给；数据、环境、验证及专业成本待拆"
    },
    {
      "id": "YC32517",
      "name": "Standard Machines",
      "url": "https://www.ycombinator.com/companies/standard-machines",
      "cat": "C02",
      "year": 2026,
      "team": null,
      "location": "San Francisco",
      "business": "构建长周期芯片设计任务的RL环境及模型评测，涵盖设计到验证循环。",
      "buyer": "前沿模型实验室及后训练团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留模型训练设施，与直接卖EDA软件分开；形式验证、确定性与物理评分是自述，竞争公司薪资和流片目标不是收入或已实现产品能力。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32517",
        "C02-FULL-YC32517"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：构建长周期芯片设计任务的RL环境及模型评测，涵盖设计到验证循环。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Semiconductors",
        "AI"
      ],
      "businessModel": "芯片设计训练环境与评测许可；项目及合同未核"
    },
    {
      "id": "YC32522",
      "name": "Peer",
      "url": "https://www.ycombinator.com/companies/peer",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为货主报价、匹配承运人并管理货物运输及途中问题。",
      "buyer": "货主及物流采购团队",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留物流专业服务；不是拥有车队的实体承运业务。9000亿行业规模、运费和货值不等平台净收入，少人多货及保险持续核验为主张，牌照、合同和异常处理待核。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32522",
        "INDUSTRY6-CAT-YC32522"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：为货主报价、匹配承运人并管理货物运输及途中问题。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "Digital Freight Brokerage",
        "Logistics"
      ],
      "businessModel": "货运经纪服务加AI；经纪价差、承运款转付和运营成本待拆"
    },
    {
      "id": "YC32523",
      "name": "Elite",
      "url": "https://www.ycombinator.com/companies/elite",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "New York City, NY",
      "business": "在医疗EHR中通过语音、短信及网页完成预约、转诊和账单等前台任务。",
      "buyer": "医疗诊所及前台团队",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留当前医疗行业；同页旧Stratum政府申请审核发布与现Elite分期，缺主体和收入转移链。18专科及19余EHR写回未运行核，不能把旧政府节省愿景或前雇主收购经历算当前收入。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32523",
        "INDUSTRY6-CAT-YC32523",
        "INDUSTRY6-ELITE-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：在医疗EHR中通过语音、短信及网页完成预约、转诊和账单等前台任务。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "Healthcare",
        "AI"
      ],
      "businessModel": "医疗前台代理；按解决互动收费自述，系统接入与人工升级成本待拆"
    },
    {
      "id": "YC32525",
      "name": "FlowManual",
      "url": "https://www.ycombinator.com/companies/flowmanual",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "辅助建筑总包和机电承包商做算量、投标比较、合同及采购审阅。",
      "buyer": "建筑总包、MEP及预施工团队",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留建筑办公而非实际承包施工；工具辅助人员，不宣称自主完成项目。案例5千至1万遗漏损失不是FlowManual收费或收入，合同审阅不等法律意见。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32525",
        "INDUSTRY6-CAT-YC32525"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：辅助建筑总包和机电承包商做算量、投标比较、合同及采购审阅。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "SaaS",
        "Construction",
        "Workflow Automation"
      ],
      "businessModel": "建筑专业软件；图纸、项目、合同和人审成本待拆"
    },
    {
      "id": "YC32526",
      "name": "Pluto",
      "url": "https://www.ycombinator.com/companies/talentpluto",
      "cat": "C05",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "公司简介：LinkedIn for agents",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32526"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：通过语音整理职业背景供企业招聘搜索，属于企业人力资源工作。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AI",
        "Careers",
        "Conversational AI"
      ]
    },
    {
      "id": "YC32550",
      "name": "Audora",
      "url": "https://www.ycombinator.com/companies/audora",
      "cat": "C08",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "将书或故事转换为每个角色不同声音的有声内容。",
      "buyer": "读者、同人及故事创作者",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "从个人通用应用移内容创作。角色语音分配/一致性为公司描述，非自研音频基础模型证明；官网403，当前价格、授权范围、付费及能力未核，无法访问不等已停止或零营收。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32550",
        "OTHERTAG2-CAT-YC32550",
        "OTHERTAG2-AUDORA-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：将书或故事转换为每个角色不同声音的有声内容。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Generative AI",
        "Consumer",
        "Entertainment"
      ],
      "businessModel": "有声内容生成；语音/模型、版权、流式生成及订阅/用量费待拆"
    },
    {
      "id": "YC32551",
      "name": "Bloomy",
      "url": "https://www.ycombinator.com/companies/bloomy",
      "cat": "C07",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "向学校及家庭提供诊断、掌握式课程、AI辅导和学习评估。",
      "buyer": "K12学校、教师及家庭",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留教育专业应用，学校为当前主要定位并有家庭渠道；两倍成长为早期试点自述，未核对照、样本及测验。可订阅不等已收款，ESA/EFA资格及教育效果未独立核。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32551",
        "INDUSTRY6-CAT-YC32551"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：向学校及家庭提供诊断、掌握式课程、AI辅导和学习评估。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "AI-Enhanced Learning",
        "Education",
        "eLearning",
        "Personalization",
        "AI"
      ],
      "businessModel": "教育软件；学校合同与家庭月/年订阅、课程和支持成本待拆"
    },
    {
      "id": "YC32588",
      "name": "Almanac",
      "url": "https://www.ycombinator.com/companies/almanac",
      "cat": "C05",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "维护个人及团队的任务、知识、事项和工作上下文并执行任务。",
      "buyer": "个人知识工作者及企业团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "按工作与团队知识暂留C05，个人切入和企业发展阶段分开；自更新套件及自主行动未核，不从productivity suite推付费收入。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32588",
        "ENTERPRISE3-CAT-YC32588"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：维护个人及团队的任务、知识、事项和工作上下文并执行任务。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Generative AI",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "工作知识和执行软件；个人/团队订阅、同步及模型成本待拆"
    },
    {
      "id": "YC32617",
      "name": "Whitespace",
      "url": "https://www.ycombinator.com/companies/whitespace",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为批发分销商处理库存预测、客户服务和ERP订单工作。",
      "buyer": "批发分销及供应链运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "保留行业全流程，不只按客服移获客运营。官网/发布自述自我改进非独立验证，人类审核异常和更正仍在；60万亿市场、客户订单行数、创始人旧公司ARR不归当前收入。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32617",
        "INDUSTRY11-CAT-YC32617"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为批发分销商处理库存预测、客户服务和ERP订单工作。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Supply Chain",
        "AI"
      ],
      "businessModel": "批发运营软件；系统接入、数据、任务和人工异常处理成本待拆"
    },
    {
      "id": "YC32618",
      "name": "Click",
      "url": "https://www.ycombinator.com/companies/click",
      "cat": "C03",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "公司简介：Managed Agents API",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32618"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：托管Agent运行、沙盒、浏览器及搜索基础设施，属于Agent运行设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "API",
        "Infrastructure",
        "AI"
      ]
    },
    {
      "id": "YC32619",
      "name": "Akon Labs",
      "url": "https://www.ycombinator.com/companies/akon-labs",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "以GitNexus代码知识图谱为编码Agent提供依赖及执行流上下文，并支持代码审查。",
      "buyer": "企业工程及编码Agent使用团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留代码工程工具；YC短定位Databricks与官网实际图谱说明分开。DeepSWE改进和每次修复成本是公司自建测试，非独立评测或自身收入；开源材料未在本轮打开代码。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32619",
        "C04-CAT-YC32619",
        "C04-HOME-YC32619"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：以GitNexus代码知识图谱为编码Agent提供依赖及执行流上下文，并支持代码审查。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Generative AI",
        "SaaS",
        "B2B",
        "AI"
      ],
      "businessModel": "开放源码代码图谱、自托管企业版及编码工具；许可和服务合同待核"
    },
    {
      "id": "YC32620",
      "name": "Gradon",
      "url": "https://www.ycombinator.com/companies/gradon",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "在工程公司现有CAD及分析工具中完成设计、计算、报告和图纸草稿。",
      "buyer": "建筑、土木、结构及机电工程事务所",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留工程专业软件；交付需工程师批准，并有飞赴客户现场及持续培训。75%项目提速为自述，不等净毛利或独立工程质量，实际设计责任、费率及收入未核。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32620",
        "INDUSTRY6-CAT-YC32620",
        "INDUSTRY6-GRADON-LAUNCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：在工程公司现有CAD及分析工具中完成设计、计算、报告和图纸草稿。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "Construction",
        "B2B",
        "AI"
      ],
      "businessModel": "工程软件与部署服务；实施、驻场培训、持续支持及工程复核成本待拆"
    },
    {
      "id": "YC32622",
      "name": "Rational",
      "url": "https://www.ycombinator.com/companies/rational",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "交付创业公司会计税务服务，并为企业内部财务团队提供AI员工。",
      "buyer": "创业公司及企业财务团队",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "暂保留会计专业服务，旧内部财务AI员工与无人事务所发布分期。现报价明确人审、专家与企业最终复核，创业服务仍是等候名单；不以zero-human宣传推实际人工为零或套餐已有收入。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网创业服务原文$399/月等值，年约$4788起；含人审，单一美国C-corp。税金、政府费及清账另计；创业入口等待名单，企业定制，不当实收",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32622",
        "INDUSTRY6-CAT-YC32622",
        "INDUSTRY6-RATIONAL-PRICE",
        "INDUSTRY6-RATIONAL-WAIT"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：交付创业公司会计税务服务，并为企业内部财务团队提供AI员工。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "Finance",
        "B2B",
        "Enterprise",
        "AI"
      ],
      "businessModel": "专业会计服务加企业软件；年度套餐、实施、清账及人审费待拆"
    },
    {
      "id": "YC32623",
      "name": "Omanta",
      "url": "https://www.ycombinator.com/companies/omanta",
      "cat": "C07",
      "year": 2026,
      "team": 6,
      "location": "San Francisco",
      "business": "为复杂病例组织个体化科研、资料整合和临床协作支持。",
      "buyer": "复杂病例患者及其临床团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移专业医疗研究服务；完整人员与组织基础设施为交付一部分，不当纯AI软件。无临床疗效或收入核验，不把研究路线图当诊疗结果。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32623",
        "ENTERPRISE3-CAT-YC32623"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为复杂病例组织个体化科研、资料整合和临床协作支持。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Digital Health",
        "Healthcare",
        "Health & Wellness",
        "Oncology",
        "AI"
      ],
      "businessModel": "患者研究及专业服务；项目、检测、物流和专家费用待拆"
    },
    {
      "id": "YC32624",
      "name": "Fabraix",
      "url": "https://www.ycombinator.com/companies/fabraix",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为面向客户的AI代理持续实施安全红队与漏洞评测。",
      "buyer": "AI应用开发及安全团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "按AI应用测试移Agent设施C03，不当训练算力。Nyx/AgentHarm分数与自研ACE均为厂商报告未独立复现，发现大公司漏洞不等这些公司已付费；旧十亿交易及同行七位数项目非自身收入。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32624",
        "MODELTAG-CAT-YC32624"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：为面向客户的AI代理持续实施安全红队与漏洞评测。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Reinforcement Learning",
        "Cybersecurity",
        "AI"
      ],
      "businessModel": "AI应用安全测试设施；测试用量、环境复刻、维护及服务费待拆"
    },
    {
      "id": "YC32625",
      "name": "Qlo",
      "url": "https://www.ycombinator.com/companies/qlo",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "为商业保险核保机构管理邮件、申请、评级、报价及续期流程。",
      "buyer": "商业险MGA、项目管理及核保团队",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留专业核保软件；一客户两年合同与三倍报价吞吐为自述，未给合同金额或确认营收。当前核保人决定、代理执行，未来自主核保另记；前雇主1500万年收入和客户保费排除。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32625",
        "INDUSTRY6-CAT-YC32625"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：为商业保险核保机构管理邮件、申请、评级、报价及续期流程。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "Insurance",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "保险核保软件；合同、数据、评级文件转化及部署人审费待拆"
    },
    {
      "id": "YC32627",
      "name": "Tenor",
      "url": "https://www.ycombinator.com/companies/tenor",
      "cat": "C03",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "提供企业Agent工作执行、决策记录、治理及反馈优化的全栈设施。",
      "buyer": "构建AI业务及Agent工作流的团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移Agent设施；前雇主模型带来10亿收入属履历，不归Tenor，负责商业成果主张不等结果费合同已签。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32627",
        "ENTERPRISE3-CAT-YC32627"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：提供企业Agent工作执行、决策记录、治理及反馈优化的全栈设施。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "B2B",
        "Automation",
        "AI"
      ],
      "businessModel": "Agent运行治理设施；平台、运行、存储和实施费待拆"
    },
    {
      "id": "YC32649",
      "name": "Daqstra",
      "url": "https://www.ycombinator.com/companies/daqstra",
      "cat": "C10",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：AI-native test infrastructure layer for hardware companies",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32649"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：连接航天、能源和机器人研发测试硬件并编排实验，属于实体工程研发。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Hard Tech",
        "AI"
      ]
    },
    {
      "id": "YC32650",
      "name": "Risklytics",
      "url": "https://www.ycombinator.com/companies/risklytics",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为AI与硬件企业寻找承保机构、审阅条款并安排商业保险。",
      "buyer": "机器人、硬件及AI部署企业",
      "delivery": "已读YC当前主营及相关发布；选定官网另列，付费、财务与技术效果待核。",
      "notes": "保留保险经纪而非自营承保；官网列Risklytics Inc.以Risklytics Insurance Services经营，自称持牌producer未独立核。客户不另付经纪费不等无收入，保费、佣金、赔付与应用演示数字分开。 原成立及团队快照保留；主营核查不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "承保方从保费支付佣金，客户无额外经纪费；无公开统一费率，实际合同和结算待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32650",
        "INDUSTRY6-CAT-YC32650",
        "INDUSTRY6-RISK-HOME",
        "INDUSTRY6-RISK-PRICE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布：为AI与硬件企业寻找承保机构、审阅条款并安排商业保险。 按当前买家和交付分类，软件、专业服务、模型训练与交易损益分开。",
      "directoryTags": [
        "Hardware",
        "Machine Learning",
        "B2B",
        "Insurance",
        "AI"
      ],
      "businessModel": "保险经纪；由承保人从保费中支付佣金，具体费率待核"
    },
    {
      "id": "YC32682",
      "name": "LATO",
      "url": "https://www.ycombinator.com/companies/lato",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为投资机构及企业研究投资假设并进行市场研究和模拟。",
      "buyer": "投资机构及企业研究团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "保留专业投资研究；客户基金管理4000亿以上资产不是LATO收入，行业单次50万尽调成本不当自身价目或ARR，专家来源及报告质量未独立核。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32682",
        "INDUSTRY11-CAT-YC32682"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为投资机构及企业研究投资假设并进行市场研究和模拟。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "B2B",
        "Investing",
        "Market Research",
        "AI"
      ],
      "businessModel": "投资研究软件与服务；专家访谈、数据、报告和专业审核费待拆"
    },
    {
      "id": "YC32716",
      "name": "Neuromorphic",
      "url": "https://www.ycombinator.com/companies/neuromorphic",
      "cat": "C10",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "在现有湿实验室部署可移动并操作既有设备的实验机器人。",
      "buyer": "科学实验室及研究运营团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留实验室机器人系统；通用brain及自然语言接口是系统方向，不能只据brain视为已售通用基础模型。真实自主性、实验安全和合同未独立核。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32716",
        "C10-FULL-YC32716"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：在现有湿实验室部署可移动并操作既有设备的实验机器人。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Hard Tech",
        "Robotics",
        "B2B",
        "Biotech",
        "AI"
      ],
      "businessModel": "机器人控制系统及现场部署；硬件、软件与支持费待拆"
    },
    {
      "id": "YC32717",
      "name": "Neuron Industries",
      "url": "https://www.ycombinator.com/companies/neuron-industries",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": "Los Angeles, CA",
      "business": "提供集成AI编程、HMI及数据功能的工业控制器。",
      "buyer": "设备制造商及工厂控制工程团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "移实体工业控制，非纯办公软件。旧发布硬件可试点与当前Q1 2027上市分期，50订金不等设备收入；现场案例、实时参数和安全认证未独立核，旧PLC5000价非自身收入。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网预订原文$50订金，软硬件Q1 2027可用；软件/runtime许可标0。设备最终价、币种、交付和实收未知，不作MRR",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32717",
        "INDUSTRY7-CAT-YC32717",
        "INDUSTRY7-NEURON-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：提供集成AI编程、HMI及数据功能的工业控制器。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "Robotic Process Automation",
        "Manufacturing",
        "Automation",
        "Industrial"
      ],
      "businessModel": "工业硬件与软件；设备、部署、试点及售后成本待拆"
    },
    {
      "id": "YC32749",
      "name": "Arbital",
      "url": "https://www.ycombinator.com/companies/arbital",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "提供股票、加密资产和永续合约交易及自动策略终端。",
      "buyer": "个人交易者",
      "delivery": "已读公司自述；实际交付、合同和财务尚未独立验证。",
      "notes": "累计13.5亿和月4.35亿为交易量，不是收入；AI角色主要来自目录标签，正文未具体说明。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公开业务及量化声明；收入可用性见核查",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32749"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：提供股票、加密资产和永续合约交易及自动策略终端。 按主要买家与交付任务归类。",
      "directoryTags": [
        "Fintech",
        "Crypto / Web3",
        "Investing",
        "Trading",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "交易平台；费率、平台抽成和净收入未确认"
    },
    {
      "id": "YC32750",
      "name": "Ultrasonium",
      "url": "https://www.ycombinator.com/companies/ultrasonium",
      "cat": "C10",
      "year": 2026,
      "team": 5,
      "location": "Boston",
      "business": "以新制造工艺和物理AI控制生产复杂金属部件。",
      "buyer": "航空航天、能源及计算等工业买家",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "保留实体产业。15倍和75%低成本为厂商与特定替代工艺对比，无独立完整基准；不是已核软件订阅毛利，前公司DOE资助/团队科研非自身收入，产能和质量认证仍待核。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32750",
        "OTHERTAG2-CAT-YC32750",
        "OTHERTAG2-ULTRA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：以新制造工艺和物理AI控制生产复杂金属部件。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Hard Tech",
        "Hardware",
        "Robotics",
        "Manufacturing"
      ],
      "businessModel": "实体制造；设备、原料、良率、产能、质检与加工合同费待拆"
    },
    {
      "id": "YC32751",
      "name": "Vestris",
      "url": "https://www.ycombinator.com/companies/vestris",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为产权服务机构处理房产交易文件、产权及交割流程。",
      "buyer": "产权服务及房产交割团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "保留房产专业服务；每步需人批准，平行试用客户月度百万成交值不是Vestris收入。产权保险利润率背景不代表公司毛利，专业资格、收费和准确率未核。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32751",
        "INDUSTRY7-CAT-YC32751"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为产权服务机构处理房产交易文件、产权及交割流程。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "Workflow Automation",
        "Home Services"
      ],
      "businessModel": "产权处理软件加服务；案件、实施及人审费用待拆"
    },
    {
      "id": "YC32752",
      "name": "Moving Atoms",
      "url": "https://www.ycombinator.com/companies/moving-atoms",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "将既有建筑或工厂扫描转成可编辑BIM与仿真场景。",
      "buyer": "建筑、工程、工厂和设施管理团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "按现官网从机器人移行业应用，YC旧Atom1动作条件模型与当前Scan to BIM分期。48小时/98.7%在25mm内为特定样例自述，不等所有扫描精度或通用机器人训练水平；软件文件/模拟世界不是实体销量。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网按扫描项目范围商议报价；48小时交付与不同格式/质检范围、软件/服务成本待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32752",
        "OTHERTAG2-CAT-YC32752",
        "OTHERTAG2-MOVING-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：将既有建筑或工厂扫描转成可编辑BIM与仿真场景。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Hard Tech",
        "Robotics",
        "Virtual Reality",
        "Data Labeling",
        "AI"
      ],
      "businessModel": "扫描转BIM专业软件/服务；项目范围报价、数据处理及人工质检费待拆"
    },
    {
      "id": "YC32781",
      "name": "Isengard Industries Inc",
      "url": "https://www.ycombinator.com/companies/isengard-industries-inc",
      "cat": "C10",
      "year": 2026,
      "team": 30,
      "location": "San Francisco",
      "business": "提供实体防务系统及分布式生产相关产品。",
      "buyer": "防务采购及制造合作方",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "保留实体产业，仅研究业务与财务。2026-09-10自述10M收入未给期间/经常性；350M pipeline、创始人前Terminal Autonomy60M收入分别排除。本轮未核政府合同/审计，官网产能目标非当前销量，也不把厂商成熟度自述当独立技术评测。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32781",
        "OTHERTAG2-CAT-YC32781",
        "OTHERTAG2-ISENGARD-HOME",
        "OTHERTAG2-ISENGARD-LAUNCH"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核其余原标签池：提供实体防务系统及分布式生产相关产品。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Swarm Robotics",
        "Unmanned Vehicle",
        "AI"
      ],
      "businessModel": "实体制造/产品及生产服务；硬件、许可、产线和支持费用待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC与官网/发布对应，前Terminal Autonomy收入分开；精确注册/合同财务主体、合并范围和确认期间未独立核。"
    },
    {
      "id": "YC32782",
      "name": "Denta",
      "url": "https://www.ycombinator.com/companies/denta",
      "cat": "C07",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "为雇主组织自筹资金牙科福利并自动处理理赔。",
      "buyer": "雇主福利及牙科参保群体",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "保留健康福利；自筹保险计划区别自营承保，秒付和25%便宜为主张。行业千亿保费及250亿管理费不当Denta收入，承保、托管、实际费率及牌照未核。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32782",
        "INDUSTRY7-CAT-YC32782"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为雇主组织自筹资金牙科福利并自动处理理赔。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "Fintech",
        "Healthcare",
        "Health Insurance",
        "AI"
      ],
      "businessModel": "牙科福利管理；计划费、理赔转付及专业服务成本待拆"
    },
    {
      "id": "YC32815",
      "name": "TryNearby",
      "url": "https://www.ycombinator.com/companies/trynearby",
      "cat": "C06",
      "year": 2025,
      "team": 5,
      "location": "Los Angeles, CA",
      "business": "为本地餐厅匹配创作者到店拍摄、编辑和发布，并用Agent协调关系。",
      "buyer": "本地餐厅及服务商",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从个人应用移本地营销运营；120以上付费餐厅及399月费仅自述，不能相乘得到已确认MRR。餐厅营收提升和创始人旧FaZe/消费应用ARR不归公司。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "2026-08-17发布称原文$399/月，包含当地创作者到店内容服务；当前合同、币种、折扣和分账未核",
      "stage": "公开自述有使用或付费，历史经营数字与当前合同待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32815",
        "CONSUMER-CAT-YC32815",
        "CONSUMER-HOME-08",
        "CONSUMER-INCOME-TRYNEARBY"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为本地餐厅匹配创作者到店拍摄、编辑和发布，并用Agent协调关系。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Restaurant Tech",
        "Marketing",
        "Creator Economy",
        "SMB"
      ],
      "businessModel": "按月营销服务与创作者撮合，含现场内容劳动和人工升级；分账及成本待核",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC当前公司与所附公开发布关联，精确注册、签约及财务合并主体未独立核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读当前产品及发布自述；未运行产品、复现效果或核实际合同与收入。",
        "evidenceIds": [
          "CONSUMER-CAT-YC32815",
          "CONSUMER-INCOME-TRYNEARBY"
        ]
      }
    },
    {
      "id": "YC32848",
      "name": "Luca IQ",
      "url": "https://www.ycombinator.com/companies/luca-iq",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "为会计师事务所和开发者提供税务计算、资料流程及电子申报。",
      "buyer": "CPA事务所及税务产品开发者",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "保留税务应用，不因API入口归通用Agent设施。发布明确AI不做税务数学、确定性引擎计算，现官网每份申报由事务所审核且有CPA支持；IRS授权和100%正确未独立核，等待名单不当付费。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32848",
        "INDUSTRY7-CAT-YC32848",
        "INDUSTRY7-LUCA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为会计师事务所和开发者提供税务计算、资料流程及电子申报。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "B2B",
        "API",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "专业税务软件与API；申报、实施、支持及CPA人审费用待拆"
    },
    {
      "id": "YC32914",
      "name": "Bear",
      "url": "https://www.ycombinator.com/companies/bear-inc",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "Helsinki, Finland",
      "business": "以代理处理记账和报税，并由认证会计师审核。",
      "buyer": "企业会计及税务客户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "保留专业会计服务；Bear原名Last Accounting Company，认证会计师签字是交付组成，不作无人纯SaaS。准时、更快更便宜为主张，资格、合同及营收未核。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32914",
        "INDUSTRY7-CAT-YC32914"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以代理处理记账和报税，并由认证会计师审核。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "Fintech",
        "Finance",
        "AI"
      ],
      "businessModel": "会计事务服务加AI；账簿、申报、专业工时及软件成本待拆"
    },
    {
      "id": "YC32947",
      "name": "Executor",
      "url": "https://www.ycombinator.com/companies/executor",
      "cat": "C03",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "将连接、凭据及逐工具权限统一为代理可用的网关。",
      "buyer": "个人与团队的Agent用户及集成开发者",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移Agent设施，官网明确自身不运行AI而扩展既有Agent；浏览器/电脑能力标即将推出。旧本地用户、npm下载和星标非付费；前AnswerOverflow一百五十万月用户不归Executor。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "Cloud Free至3成员，Team原文$15/活跃成员/月、14日试用，Enterprise部署支持另议；币种待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32947",
        "ENTTAG2-CAT-YC32947",
        "ENTTAG2-EXEC-HOME",
        "ENTTAG2-EXEC-PRICE",
        "ENTTAG2-EXEC-REPO",
        "ENTTAG2-EXEC-LICENSE",
        "ENTTAG2-EXEC-LOCAL"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：将连接、凭据及逐工具权限统一为代理可用的网关。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "AIOps",
        "SaaS",
        "AI"
      ],
      "businessModel": "Agent连接网关；云按活跃成员订阅、自托管/企业支持另议",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "目录与官网/公开材料关联；精确法人与产品合同、财务主体未独立核。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "公开README、目录及根MIT许可可读；只核集成/策略和部署形式说明，未运行代码、连接账户或验证审批/持久化，官网部分新能力仍coming soon。",
        "evidenceIds": [
          "ENTTAG2-CAT-YC32947",
          "ENTTAG2-EXEC-HOME",
          "ENTTAG2-EXEC-PRICE",
          "ENTTAG2-EXEC-REPO",
          "ENTTAG2-EXEC-LICENSE",
          "ENTTAG2-EXEC-LOCAL"
        ]
      }
    },
    {
      "id": "YC32948",
      "name": "Waybill",
      "url": "https://www.ycombinator.com/companies/waybill",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "Bengaluru, India",
      "business": "为硬件团队采购零件、处理付款物流通关并更新库存。",
      "buyer": "硬件及深科技采购团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "保留专业采购运营，发布明确agents与humans共同交付。商品价、物流及旧雇主跨境货值不作服务净收入，PCB等未来扩展另记，不推软件毛利。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32948",
        "INDUSTRY7-CAT-YC32948"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为硬件团队采购零件、处理付款物流通关并更新库存。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "Logistics",
        "Procurement",
        "AI"
      ],
      "businessModel": "采购运营服务加AI；采购费、货款转付、运输与人工成本待拆"
    },
    {
      "id": "YC32979",
      "name": "RonanRx Inc.",
      "url": "https://www.ycombinator.com/companies/ronanrx-inc",
      "cat": "C07",
      "year": 2026,
      "team": 5,
      "location": "San Francisco",
      "business": "结合远程医疗及自述自营药品制造，为患者提供个性化处方和配送。",
      "buyer": "患者、医生及个性化药物需求方",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "保留医药专业交付并注明实物制造，不作纯软件。33州许可、50%周增长、疗效与安全未独立核；创始人此前1亿融资及5000万医疗制造业务规模不归当前收入，适应症和处方范围待核。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32979",
        "INDUSTRY7-CAT-YC32979"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：结合远程医疗及自述自营药品制造，为患者提供个性化处方和配送。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "Health Tech",
        "Telehealth",
        "Therapeutics"
      ],
      "businessModel": "医药制造和医疗服务；药品、医生、药房、实验及配送成本待拆"
    },
    {
      "id": "YC32981",
      "name": "Marengo",
      "url": "https://www.ycombinator.com/companies/marengo",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "用内部AI工具和专业工程师交付数据中心选址及许可设计。",
      "buyer": "数据中心开发商、neocloud与大型云运营商",
      "delivery": "已读公司自述；实际交付、合同和财务尚未独立验证。",
      "notes": "首月7万收入与400万待交付合同分项保存；未明确经常性，不年化首月收入为ARR。团队履历和投资方AUM排除。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公开业务及量化声明；收入可用性见核查",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32981",
        "DEPTH-FLOW-MARENGO-SITE"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：用内部AI工具和专业工程师交付数据中心选址及许可设计。 按主要买家与交付任务归类。",
      "directoryTags": [
        "Construction",
        "Design",
        "Energy",
        "AI"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "AI辅助工程服务；交付设计成果，不按算力销售归类"
    },
    {
      "id": "YC32985",
      "name": "Lumeria",
      "url": "https://www.ycombinator.com/companies/lumeria",
      "cat": "C10",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "提供手机夹式多光谱皮肤扫描硬件及长期追踪软件。",
      "buyer": "个人皮肤健康及护肤用户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "移实体硬件，个人应用为配套。8月199预售价和后续329计划不当现价、实收或MRR，9—10月计划发货不证明已交付；创始人内容观看量不是付费数或临床验证。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "历史2026-08-12发布预售199、后续329及三个月Premium，币种沿原文$；当前价、预售收款及发货未核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32985",
        "INDUSTRY11-CAT-YC32985",
        "INDUSTRY11-LUMERIA-PREORDER"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：提供手机夹式多光谱皮肤扫描硬件及长期追踪软件。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Consumer Health Services",
        "Health Tech",
        "Health & Wellness",
        "Skincare",
        "AI"
      ],
      "businessModel": "消费硬件与配套软件；设备、制造物流、订阅及支持费待拆"
    },
    {
      "id": "YC32988",
      "name": "Markov",
      "url": "https://www.ycombinator.com/companies/markov",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "采集专业软件使用中的屏幕、鼠标键盘轨迹和标注，供模型实验室训练。",
      "buyer": "电脑操作模型及Agent研发团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留数据设施；自述已售15000小时和下载量无售价、币种及收入金额，不由工时反推ARR。全栈训练部署是后续方向，非当前已核交付。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-32988",
        "C02-FULL-YC32988"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：采集专业软件使用中的屏幕、鼠标键盘轨迹和标注，供模型实验室训练。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Reinforcement Learning",
        "Data Labeling",
        "Data Engineering"
      ],
      "businessModel": "专家训练数据采集与许可；项目、权利和专家成本待拆"
    },
    {
      "id": "YC33014",
      "name": "Inkbox",
      "url": "https://www.ycombinator.com/companies/inkbox",
      "cat": "C03",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "为代理提供持久身份、邮件电话和代理间通信接口。",
      "buyer": "Agent应用开发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "移Agent设施，旧网页自动化与现通信层分期。收2FA和联系能力不等已授权访问他人账户；未申请号码、发送消息或核实际服务许可、隐私及收入。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33014",
        "DEVTAG2-CAT-YC33014"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：为代理提供持久身份、邮件电话和代理间通信接口。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "Agent身份通信设施；邮箱、号码、通道、用量及支持费待拆"
    },
    {
      "id": "YC33016",
      "name": "Gamgee",
      "url": "https://www.ycombinator.com/companies/gamgee",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：Curing cancer. Starting with dogs.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33016"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：利用基因分析设计个性化犬癌症疫苗并组织临床流程，属于兽医生物医药。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Biotech",
        "Genomics",
        "Oncology",
        "AI"
      ]
    },
    {
      "id": "YC33017",
      "name": "ProvenMetal",
      "url": "https://www.ycombinator.com/companies/provenmetal",
      "cat": "C10",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "通过制造伙伴网络交付PCB制造、组装与零件采购。",
      "buyer": "硬件团队及工业电子客户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "移实体电路板交付，官网说明路由至合作工厂，不认定自有工厂。AI审核范围和传统规则引擎分开，特定受控设计不走AI审查为自述；速度、制造地点及合规资质未独立核。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33017",
        "INDUSTRY7-CAT-YC33017",
        "INDUSTRY7-PROVEN-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：通过制造伙伴网络交付PCB制造、组装与零件采购。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "Hardware",
        "Manufacturing",
        "Electronics"
      ],
      "businessModel": "电子制造网络；电路板交付、零件、合作工厂及协调成本待拆"
    },
    {
      "id": "YC33020",
      "name": "Radley",
      "url": "https://www.ycombinator.com/companies/radley",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "通过收购及运营放射科诊所，将Agent用于临床及业务流程。",
      "buyer": "需要影像解读服务的医疗机构",
      "delivery": "已读YC公司自述和发布帖；具体执行效果、合同和财务未独立验证。",
      "notes": "460万年化收入与正在收购诊所相关，交割和并表时点未核；220万合同不等于当期确认收入或ARR。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公开量化声明或明确收入排除记录；商业成熟度待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33020"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：通过收购及运营放射科诊所，将Agent用于临床及业务流程。 按主要买家与工作任务归类。",
      "directoryTags": [
        "B2B",
        "Healthcare"
      ],
      "directoryOrigin": "yc-2025-2026",
      "businessModel": "收购整合与医疗服务；不视为纯软件订阅"
    },
    {
      "id": "YC33022",
      "name": "Praxis Robotics",
      "url": "https://www.ycombinator.com/companies/praxis-robotics",
      "cat": "C02",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "组织企业采集第一视角视频、三维及多模态现场数据，供模型实验室训练。",
      "buyer": "具身模型实验室及机器人研发团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从机器人制造移数据设施；6万可触达工人、五洲及客户企业规模不等公司雇员或收入。真实数据权利、已付费客户及交付质量未独立核。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33022",
        "C10-FULL-YC33022"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：组织企业采集第一视角视频、三维及多模态现场数据，供模型实验室训练。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Hard Tech",
        "Reinforcement Learning",
        "Robotic Process Automation"
      ],
      "businessModel": "现场训练数据采集与许可；场地及工作人员支付待拆"
    },
    {
      "id": "YC33023",
      "name": "Levocred AI",
      "url": "https://www.ycombinator.com/companies/levocred-ai",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为信贷团队连接贷款资料并处理监控、合规和承保后台。",
      "buyer": "信贷基金、银行、信用社及金融科技机构",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "保留金融专业应用；约10亿应收款流经平台是客户资产/业务规模，非Levocred收入或自有贷款。创始人旧2亿资产组合及信贷额度不归当前公司。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33023",
        "INDUSTRY11-CAT-YC33023",
        "INDUSTRY11-LEVOCRED-RECEIVABLES"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为信贷团队连接贷款资料并处理监控、合规和承保后台。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Finance",
        "B2B",
        "Enterprise Software"
      ],
      "businessModel": "信贷专业软件；数据连接、工作流、部署和专业复核费待拆"
    },
    {
      "id": "YC33045",
      "name": "Axelrod",
      "url": "https://www.ycombinator.com/companies/axelrod",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：Hotels that run themselves",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33045"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：自动处理酒店前台及后台任务，属于酒店行业运营应用。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Travel",
        "AI"
      ]
    },
    {
      "id": "YC33046",
      "name": "CarSignal",
      "url": "https://www.ycombinator.com/companies/carsignal",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为汽修店整合车辆诊断、接待、报价、配件及工单流转。",
      "buyer": "独立汽修店主及技师",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移行业应用，不因定制OBD-II就称机器人制造。40店18州为厂商部署自述非已核付费；故障诊断建议和实际维修结果需技师及测试，配件/维修订单总额非软件收入。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33046",
        "ENTTAG2-CAT-YC33046"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：为汽修店整合车辆诊断、接待、报价、配件及工单流转。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "Hardware",
        "SaaS",
        "B2B",
        "AI",
        "Automotive"
      ],
      "businessModel": "汽修专业软件与扫描器接入；门店、诊断硬件、数据及支持费待拆"
    },
    {
      "id": "YC33047",
      "name": "Decawork",
      "url": "https://www.ycombinator.com/companies/decawork",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "按任务、企业政策及历史动作判断代理权限并即时执行。",
      "buyer": "企业Agent安全、身份及IT治理团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移Agent权限设施，训练小模型是实现手段非独立基础模型售卖证明。人工审批条件仍需配置，模型误判/越权未实测，前创业十万月活非本公司使用数。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33047",
        "ENTTAG2-CAT-YC33047",
        "ENTTAG2-DECA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：按任务、企业政策及历史动作判断代理权限并即时执行。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "B2B",
        "Security",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "Agent访问治理；专属策略模型、网关、审批及维护费待拆"
    },
    {
      "id": "YC33048",
      "name": "Pennant",
      "url": "https://www.ycombinator.com/companies/pennant",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "New York City, NY",
      "business": "面向机构投资者和上市公司的代理投票与公司治理智能工具。",
      "buyer": "机构投资者、上市公司及治理顾问",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；已做主营分类人工复核，收入、定价和技术能力仍未逐一核验。付费客户声明不含可用收入数值；管理资产、合并交易额、薪酬包和创始人旧经历不作公司ARR。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33048",
        "MODEL-CAT-YC33048"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：实际任务是投票与治理决策，归金融专业应用C07，World Model宣传语不等基础模型主营。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Fintech",
        "Investing",
        "AI"
      ]
    },
    {
      "id": "YC33050",
      "name": "Derya",
      "url": "https://www.ycombinator.com/companies/derya",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为硬件及商品企业梳理并执行采购、制造协调和分销物流。",
      "buyer": "硬件、工业商品及食品供应链团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "保留专业供应链服务；已处理1500万货运的金额口径、主体和期间未给，不当ARR。旧雇主4.5亿船队及创始人此前六位数ARR不归Derya，risk-free进口主张未核。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33050",
        "INDUSTRY7-CAT-YC33050"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为硬件及商品企业梳理并执行采购、制造协调和分销物流。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "AIOps",
        "Logistics",
        "Supply Chain",
        "Procurement",
        "Automation"
      ],
      "businessModel": "供应链运营服务；货运、采购转付、服务及人力成本待拆"
    },
    {
      "id": "YC33051",
      "name": "Tokenless",
      "url": "https://www.ycombinator.com/companies/tokenless",
      "cat": "C03",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "研究并修复RL环境及评测中的缺陷，减少奖励投机并解释Agent行为。",
      "buyer": "RL训练、环境构建及Agent评测团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力移Agent评测设施；旧Touchy iPhone助手另列沿革，当前研究定位不证明模型性能或付费使用；旧用户和创始人履历不归收入。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33051",
        "C02-FULL-YC33051"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：研究并修复RL环境及评测中的缺陷，减少奖励投机并解释Agent行为。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Developer Tools",
        "Machine Learning",
        "Reinforcement Learning",
        "B2B",
        "AI"
      ],
      "businessModel": "环境与评测质量研究、工具及服务；合同待核"
    },
    {
      "id": "YC33052",
      "name": "Mireye",
      "url": "https://www.ycombinator.com/companies/mireye",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "以API及MCP向Agent提供地理、设施、人口及政策上下文。",
      "buyer": "构建现实世界数据应用的Agent开发团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移Agent数据设施；覆盖地球愿景不等完整数据，前Poker Pit25万ARR不归Mireye，地理信号不等机器人自主控制交付。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33052",
        "ENTERPRISE3-CAT-YC33052"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以API及MCP向Agent提供地理、设施、人口及政策上下文。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Geographic Information System",
        "AI",
        "Location-based"
      ],
      "businessModel": "Agent领域数据接口；查询、数据许可和更新成本待拆"
    },
    {
      "id": "YC33053",
      "name": "Shiraz AI",
      "url": "https://www.ycombinator.com/companies/shiraz-ai",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "在代工制造环境部署从人类示范学习新任务的机器人。",
      "buyer": "高混合生产及代工制造企业",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留实体机器人；一次示范学会和不需额外训练为自述，未独立验证泛化。团队Boston Dynamics/Amazon旧项目不是Shiraz客户或收入。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33053",
        "C10-FULL-YC33053"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：在代工制造环境部署从人类示范学习新任务的机器人。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Generative AI",
        "Robotics",
        "Manufacturing"
      ],
      "businessModel": "机器人系统与部署服务；设备、工作量及支持收费待拆"
    },
    {
      "id": "YC33054",
      "name": "Lamb Labs",
      "url": "https://www.ycombinator.com/companies/lamb-labs",
      "cat": "C02",
      "year": 2026,
      "team": null,
      "location": "San Francisco",
      "business": "研发将模型权重固化到芯片中的专用AI推理硬件。",
      "buyer": "私有推理、算力及设备开发团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留芯片设施；吞吐及能效均为自述，未核物理样片、量产或实测。旧发布预告下周开源不当已公开材料或订阅收入。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33054",
        "C02-FULL-YC33054"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：研发将模型权重固化到芯片中的专用AI推理硬件。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Hardware",
        "B2B",
        "Semiconductors",
        "AI"
      ],
      "businessModel": "专用推理芯片研发；芯片交付、模型许可和服务收费未核"
    },
    {
      "id": "YC33056",
      "name": "83 Sciences",
      "url": "https://www.ycombinator.com/companies/83-sciences",
      "cat": "C10",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：AI-native materials discovery powered by unpublished experimental data",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33056"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：从实验数据挖掘新材料研发线索，属于实体材料产业研发。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Hard Tech",
        "Advanced Materials",
        "AI"
      ]
    },
    {
      "id": "YC33059",
      "name": "Palisade",
      "url": "https://www.ycombinator.com/companies/palisade-2",
      "cat": "C05",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "从内核事件发现并缓解企业终端机群的操作系统漏洞。",
      "buyer": "企业安全与基础设施团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "移企业通用安全运营，不按行业分类或代码生成分类。内核规则缓解不等原始漏洞已修复，示例CVE、实时控制与分钟部署未运行核；官网不可读，未核生产可靠性或付费。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33059",
        "INDUSTRY7-CAT-YC33059",
        "INDUSTRY7-PALISADE-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：从内核事件发现并缓解企业终端机群的操作系统漏洞。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Cybersecurity",
        "AI"
      ],
      "businessModel": "通用企业端点防护；终端、部署、响应及维护费待拆"
    },
    {
      "id": "YC33062",
      "name": "Hubble",
      "url": "https://www.ycombinator.com/companies/hubble-ai",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "Seattle, WA",
      "business": "为获授权的医疗资料请求跨系统检索和汇集病历。",
      "buyer": "医疗资料使用者及相关服务机构",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "保留医疗专业检索，不因API归通用基础设施。前Grow/One Medical数百万患者非当前Hubble采用，单授权完整病历为目标，授权权利、覆盖、准确及收费未核。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33062",
        "INDUSTRY7-CAT-YC33062"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为获授权的医疗资料请求跨系统检索和汇集病历。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "B2B",
        "Healthcare"
      ],
      "businessModel": "医疗数据检索；授权、记录、连接及人审成本待拆"
    },
    {
      "id": "YC33111",
      "name": "Skymerse",
      "url": "https://www.ycombinator.com/companies/skymerse",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "San Francisco",
      "business": "为航空运行规划与监控提供资料解释及决策辅助。",
      "buyer": "航空运行中心、飞行员及航空专业团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移航空行业应用；Notamify已有采用与未来驾驶舱全系统分开，autopilot标题不等已控制飞机或获适航批准。千名用户不等付费客户或收入。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33111",
        "ENTERPRISE3-CAT-YC33111"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为航空运行规划与监控提供资料解释及决策辅助。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Airlines",
        "Aerospace",
        "AI"
      ],
      "businessModel": "航空运行软件及专用模型；账户、用量、部署和支持费待拆"
    },
    {
      "id": "YC33177",
      "name": "HyperProbe",
      "url": "https://www.ycombinator.com/companies/hyperprobe",
      "cat": "C04",
      "year": 2026,
      "team": 8,
      "location": "San Francisco",
      "business": "向运行中的服务插入探针读取故障时变量状态，帮助Agent定位并修复生产问题。",
      "buyer": "生产软件工程及值班团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留软件运维工具；低CPU开销、自动PII脱敏和十分钟修复均自述。文中第三方故障赔付和交易事件不归HyperProbe收入，未对运行服务装探针。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33177",
        "C04-CAT-YC33177"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：向运行中的服务插入探针读取故障时变量状态，帮助Agent定位并修复生产问题。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "AIOps",
        "Developer Tools",
        "SaaS",
        "DevOps",
        "AI"
      ],
      "businessModel": "运行时可观测与故障诊断软件；运行、数据量及支持收费未核"
    },
    {
      "id": "YC33178",
      "name": "TovenAI",
      "url": "https://www.ycombinator.com/companies/tovenai",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为机构交易合规团队提供代理和金融系统连接。",
      "buyer": "机构交易及券商合规团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "保留金融专业合规，六代理、30余连接和头部券商采用为自述，不等付费或监管认可。客户现场共建成本及模型判断由谁批准未核，不推自动化覆盖率。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33178",
        "INDUSTRY7-CAT-YC33178"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为机构交易合规团队提供代理和金融系统连接。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "Fintech",
        "Compliance",
        "Regtech",
        "AI"
      ],
      "businessModel": "金融合规软件；流程、数据、连接及实施费用待拆"
    },
    {
      "id": "YC33179",
      "name": "Verdict Machine",
      "url": "https://www.ycombinator.com/companies/verdict-machine",
      "cat": "C07",
      "year": 2026,
      "team": 4,
      "location": "Tel Aviv-Yafo, Israel",
      "business": "盘点金融机构链上资产并在执行前评估交易风险与安全控制。",
      "buyer": "金融机构、数字资产及支付风控团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "保留金融专业安全；PoC及大银行评估不当签约付费，客户每周数十亿交易非供应商收入。行业失窃和其他公司估值不归本公司，法律要求及防攻击效果未独立核。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33179",
        "INDUSTRY7-CAT-YC33179"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：盘点金融机构链上资产并在执行前评估交易风险与安全控制。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "Crypto / Web3",
        "Security",
        "AI"
      ],
      "businessModel": "金融链上安全软件；交易、钱包、数据及专业评估费待拆"
    },
    {
      "id": "YC33248",
      "name": "Dock",
      "url": "https://www.ycombinator.com/companies/dock",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为创业者以Agent执行获客、交付及持续经营任务。",
      "buyer": "创业者及小企业经营者",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "保留综合经营工作；百人公司比喻不当团队数，创始人此前Branch一亿ARR不归Dock，不把创业愿景当独立盈利或全自动。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33248",
        "ENTERPRISE3-CAT-YC33248"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为创业者以Agent执行获客、交付及持续经营任务。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "B2B",
        "AI"
      ],
      "businessModel": "通用企业Agent软件；运行、平台、服务和人力费待拆"
    },
    {
      "id": "YC33250",
      "name": "isoquant",
      "url": "https://www.ycombinator.com/companies/isoquant",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "提供开放模型推理云和API，优化GPU及模型服务性能。",
      "buyer": "模型应用工程及企业部署团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留推理设施，官网与现YC定位对应；旧Agent FM编码Agent群聊应用分开，旧付费工程师及活跃度不转当前推理收入，页脚Agent FM Inc不等工商已核。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33250",
        "C02-FULL-YC33250",
        "C02-CURRENT-HOME-YC33250"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：提供开放模型推理云和API，优化GPU及模型服务性能。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "AI"
      ],
      "businessModel": "按token推理API与企业服务；合同和成本待核"
    },
    {
      "id": "YC33278",
      "name": "PRINCEPS",
      "url": "https://www.ycombinator.com/companies/princeps",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "London, United Kingdom",
      "business": "为数据中心及云算力相关的SLA、GPU残值和停机风险提供保险定价及承保定位。",
      "buyer": "数据中心及云算力相关风险与融资团队",
      "delivery": "已读YC当前主营及相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力设施移保险专业业务；客户产业是compute不等交付算力。创始人既往项目金额不归本公司收入，保险保费不能直接当软件ARR。 成立及团队字段保留原YC快照，不等法律注册或最新雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33278",
        "C02-BOUNDARY-YC33278"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为数据中心及云算力相关的SLA、GPU残值和停机风险提供保险定价及承保定位。 按主要买家与交付分类；compute/chip/computer-use关键词不直接等算力交付。",
      "directoryTags": [
        "Fintech",
        "Machine Learning",
        "Insurance",
        "AI"
      ],
      "businessModel": "计算产业保险业务；实际承保人、牌照、经纪/承保角色及保费净收入未核"
    },
    {
      "id": "YC33279",
      "name": "Hebbian Robotics",
      "url": "https://www.ycombinator.com/companies/hebbian-robotics",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "提供物理AI数据的检索、质量分析及处理基础设施。",
      "buyer": "物理AI数据提供者和模型训练团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "从机器人移模型数据设施，旧机器人微调实验非在卖成套清洁机器人。HFlow开源SDK与商业API/托管分开；小CPU开发分数不等保留集、真实标签准确率或生产可靠性，未运行/连接机器人。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33279",
        "OTHERTAG2-CAT-YC33279",
        "OTHERTAG2-HEBB-HOME",
        "OTHERTAG2-HEBB-AUTORESEARCH",
        "OTHERTAG2-HEBB-PI05",
        "OTHERTAG2-HEBB-REPO",
        "OTHERTAG2-HEBB-LICENSE",
        "OTHERTAG2-HEBB-EXAMPLE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核其余原标签池：提供物理AI数据的检索、质量分析及处理基础设施。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Robotics",
        "Data Science",
        "Data Engineering",
        "AI",
        "Databases"
      ],
      "businessModel": "机器人数据工具/API；存储、处理、分析、托管及支持费待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "目录与官网及公开材料对应，法律注册/签约/财务主体未独立核。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "HFlow目录、根Apache2及固定commit示例README可读，厂商CPU开发/短试验/集成检查与保留集、教师标签/独立真实标签分开；未运行、读全部源码/模型/数据或验证机器人。",
        "evidenceIds": [
          "OTHERTAG2-CAT-YC33279",
          "OTHERTAG2-HEBB-HOME",
          "OTHERTAG2-HEBB-AUTORESEARCH",
          "OTHERTAG2-HEBB-PI05",
          "OTHERTAG2-HEBB-REPO",
          "OTHERTAG2-HEBB-LICENSE",
          "OTHERTAG2-HEBB-EXAMPLE"
        ]
      }
    },
    {
      "id": "YC33282",
      "name": "Florin",
      "url": "https://www.ycombinator.com/companies/florin",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "以公开资料和模拟为商业保险风险定价并提供可绑定报价。",
      "buyer": "商业风险投保企业及保险合作方",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "保留保险专业服务；零核保员和秒级报价为主张，尚未核承保主体、资本、牌照及真实保单，不能仅靠carrier措辞认定合法承保。前Terrafirma融资不归Florin，保费不等SaaS ARR。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33282",
        "INDUSTRY7-CAT-YC33282"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以公开资料和模拟为商业保险风险定价并提供可绑定报价。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "Fintech",
        "Insurance",
        "AI"
      ],
      "businessModel": "自述全栈承保服务；保费、再保险、资本、理赔与系统成本待拆"
    },
    {
      "id": "YC33283",
      "name": "Locke",
      "url": "https://www.ycombinator.com/companies/locke",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "结合内部政策专家及AI系统提供政府事务和政府销售专业服务。",
      "buyer": "需要政策沟通及政府合同支持的企业",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "保留专业服务而非通用销售平台。原文年化收入运行率超过50万不等ARR；官网人员审核和建立关系仍属交付，政府10万亿预算不是公司收入，财务截至日和币种未核。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有历史年化收入运行率自述；不是已核ARR，当前财务和经常性未核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33283",
        "INDUSTRY11-CAT-YC33283",
        "INDUSTRY11-LOCKE-HOME",
        "INDUSTRY11-LOCKE-LAUNCH"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：结合内部政策专家及AI系统提供政府事务和政府销售专业服务。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "GovTech",
        "AI"
      ],
      "businessModel": "专业政府事务服务；人员、资料及内部软件成本，合同和经常性待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC与官网域名及创始人对应；页脚Justinian AI, Inc.，精确注册、签约及收入主体未核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读内部Agent、客户上下文及政策专家审核交付描述；未执行产品、测试准确性或核专业服务成果。",
        "evidenceIds": [
          "INDUSTRY11-CAT-YC33283",
          "INDUSTRY11-LOCKE-HOME",
          "INDUSTRY11-LOCKE-LAUNCH"
        ]
      }
    },
    {
      "id": "YC33310",
      "name": "Petrarch",
      "url": "https://www.ycombinator.com/companies/petrarch",
      "cat": "C02",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "从企业及破产等业务取得经营数据并转为训练任务与环境。",
      "buyer": "AI实验室及应用模型团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "保留数据供给；已交易图纸、驾驶录像和代码库未给金额。破产法院渠道、合法清理和去标识只是自述，未核原始合同、隐私权及净佣金收入。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33310",
        "MODELTAG-CAT-YC33310"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：从企业及破产等业务取得经营数据并转为训练任务与环境。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Reinforcement Learning",
        "B2B",
        "Privacy",
        "Data Engineering",
        "AI"
      ],
      "businessModel": "经营数据授权与RL环境；采购、清洗、去标识、法律及工程成本待拆"
    },
    {
      "id": "YC33311",
      "name": "SpaceFlow Technologies, Inc.",
      "url": "https://www.ycombinator.com/companies/spaceflow-technologies-inc",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "承接实体商品企业从需求计划、采购签约到异常和对账的运营。",
      "buyer": "制造、分销及其他实体商品采购团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "保留采购服务，平台主要供内部执行。4亿年度采购管理额、多个六位数合同、12万客户年节省及10亿未来目标分开；合同期间/币种/收入确认未核，不把合同、支出或目标作当前ARR。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33311",
        "INDUSTRY7-CAT-YC33311",
        "INDUSTRY7-SPACEFLOW-LAUNCH",
        "INDUSTRY7-SPACEFLOW-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：承接实体商品企业从需求计划、采购签约到异常和对账的运营。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "Fintech",
        "Logistics",
        "Manufacturing",
        "Supply Chain"
      ],
      "businessModel": "采购运营服务；服务合同、采购转付、实施及专业人力成本待拆"
    },
    {
      "id": "YC33314",
      "name": "Avoca Systems",
      "url": "https://www.ycombinator.com/companies/avoca-systems",
      "cat": "C07",
      "year": 2026,
      "team": 6,
      "location": "San Francisco",
      "business": "结合临床与设备约束为放射检查网络处理转诊、预约及患者沟通。",
      "buyer": "放射检查诊所及网络运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "保留医疗专业预约，扫描设备和临床流程约束区别通用获客。未接电话比例及填满产能是背景和主张，诊疗收费与平台收入分开，集成效果和合同待核。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33314",
        "INDUSTRY7-CAT-YC33314"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：结合临床与设备约束为放射检查网络处理转诊、预约及患者沟通。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "Healthcare",
        "Enterprise Software",
        "Healthcare IT"
      ],
      "businessModel": "医疗预约专业软件；地点、交互、系统接入及人审成本待拆"
    },
    {
      "id": "YC33316",
      "name": "Tracer",
      "url": "https://www.ycombinator.com/companies/tracer",
      "cat": "C01",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "公司简介：Combining open-source AI models for better answers at lower cost",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33316"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：研究模型协调、集成及自适应推理以提升AI能力，属于模型研究。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Machine Learning",
        "Open Source",
        "AI"
      ]
    },
    {
      "id": "YC33317",
      "name": "Wondering",
      "url": "https://www.ycombinator.com/companies/wondering",
      "cat": "C09",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "将个人学习主题转为短课、视觉内容、播客及互动练习。",
      "buyer": "个人学习用户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "移个人应用而非学校专业采购；免费入门不等全部业务免费或零收入，个性化与记忆效果未独立测试，实际付费待核。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33317",
        "INDUSTRY11-CAT-YC33317"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：将个人学习主题转为短课、视觉内容、播客及互动练习。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "AI-Enhanced Learning",
        "Education",
        "Consumer",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "个人学习软件；订阅、内容生成及支持费用待核"
    },
    {
      "id": "YC33318",
      "name": "HillStar",
      "url": "https://www.ycombinator.com/companies/hillstar",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "提供辅助公用事业采购决策的AI代理。",
      "buyer": "公用事业采购及运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "短简介暂留行业，未取得官网正文。尚缺代理实际任务、系统、付费、技术作用及合同，不能从标题推已自主采购或具体节省。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33318",
        "INDUSTRY7-CAT-YC33318",
        "INDUSTRY7-HILLSTAR-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：提供辅助公用事业采购决策的AI代理。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "GovTech",
        "Big Data",
        "AI"
      ],
      "businessModel": "公用事业采购软件或服务；交付、部署及收费待核"
    },
    {
      "id": "YC33342",
      "name": "Nex",
      "url": "https://www.ycombinator.com/companies/nex",
      "cat": "C06",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "构建并部署Agent执行线索、资格、CRM、预测和收入跟进等大批量工作。",
      "buyer": "GTM及收入运营团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留当前收入工作流，旧通用高容量定位与现主营分开。咖啡价格比喻、1000集成和产能不作实际标价、可用性或收入。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33342",
        "SALES-CAT-YC33342"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：构建并部署Agent执行线索、资格、CRM、预测和收入跟进等大批量工作。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "AIOps",
        "Workflow Automation",
        "Sales"
      ],
      "businessModel": "面向收入工作的Agent自动化平台；用量、模型及实施收费待拆"
    },
    {
      "id": "YC33344",
      "name": "Dawn Industries",
      "url": "https://www.ycombinator.com/companies/dawn-industries",
      "cat": "C10",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "连接工业控制器、机器人和CNC，诊断故障并准备经批准的恢复动作。",
      "buyer": "工厂控制、制造及质量工程团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "移实体工业闭环；发布从只读到一键批准再到特定无人恢复分阶段，安全联锁能力未独立核。单故障节省1.5万为客户成本自述，非收入；发布四人和目录两人为异时点团队口径，保留原快照。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33344",
        "INDUSTRY7-CAT-YC33344",
        "INDUSTRY7-DAWN-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：连接工业控制器、机器人和CNC，诊断故障并准备经批准的恢复动作。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "AI"
      ],
      "businessModel": "实体设备控制软件；连接、部署、传感、审批及维护成本待拆"
    },
    {
      "id": "YC33345",
      "name": "CueBench",
      "url": "https://www.ycombinator.com/companies/cuebench",
      "cat": "C02",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "为科学推理及性能工程提供专用强化学习环境。",
      "buyer": "模型后训练及科学推理团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "官网补足目录长简介空白，保留训练设施。双摆示例与模型失败80%以上是厂商演示/主张，不当已独立复现或所有模型的结论，未见实收收入。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33345",
        "MODELTAG-CAT-YC33345",
        "MODELTAG-CUE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：为科学推理及性能工程提供专用强化学习环境。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Reinforcement Learning",
        "Data Engineering"
      ],
      "businessModel": "RL环境供给；任务、仿真、验证及计算成本待核"
    },
    {
      "id": "YC33348",
      "name": "Autoresearch, Inc.",
      "url": "https://www.ycombinator.com/companies/autoresearch-inc",
      "cat": "C02",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "针对可衡量任务组织模型后训练、实验、算力与统计验证。",
      "buyer": "模型及Agent训练研究团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移模型训练设施，包含SFT和持续学习，不因调prompt就归通用工作。旧hiloop发布分期；最佳改进是公司交付主张，未独立验证。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33348",
        "ENTERPRISE3-CAT-YC33348"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：针对可衡量任务组织模型后训练、实验、算力与统计验证。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Developer Tools",
        "Machine Learning",
        "Reinforcement Learning",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "模型研究优化服务；项目、算力、托管与专家费用待拆"
    },
    {
      "id": "YC33349",
      "name": "Robocurve",
      "url": "https://www.ycombinator.com/companies/robocurve",
      "cat": "C03",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "构建真实机器人任务基准与评测框架，并发布能力测量。",
      "buyer": "机器人及模型研发团队、研究及公共评估使用者",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从机器人制造移评测设施；自称独立评价机构不使其自身技术等级自动变独立测试。官网融资、安装量及第三方模型分数不当其收入。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33349",
        "C10-FULL-YC33349",
        "C10-CURRENT-HOME-YC33349"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：构建真实机器人任务基准与评测框架，并发布能力测量。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Hard Tech",
        "Hardware",
        "Robotics",
        "Open Source",
        "AI"
      ],
      "businessModel": "机器人/Agent评测研究与工具服务；商业合同、开源与赞助收费待核"
    },
    {
      "id": "YC33441",
      "name": "Allia Health",
      "url": "https://www.ycombinator.com/companies/allia-health",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "提供精神健康EHR及独立诊所共享临床和支付方合同的网络。",
      "buyer": "精神健康诊所、临床人员及健康计划",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "保留精神健康行业；官网EHR开放免费，网络成员保持独立所有权，不能把8000临床人员都算员工或付费席位。5000万以上为签约年化护理产能、非已核ARR；成员医疗收入与平台收费及主体并表分开，创始人ARC分数不作本公司独立能力验证。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网称EHR开放免费；网络经济条款需另行协议，具体网络费、RCM及诊疗收入归属未知，不等公司零收入",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33441",
        "INDUSTRY7-CAT-YC33441",
        "INDUSTRY7-ALLIA-HOME",
        "INDUSTRY7-ALLIA-PAYERS",
        "INDUSTRY7-ALLIA-NETWORK",
        "INDUSTRY7-ALLIA-LAUNCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：提供精神健康EHR及独立诊所共享临床和支付方合同的网络。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "Healthcare",
        "Mental Health",
        "AI"
      ],
      "businessModel": "医疗网络加软件；诊疗款、网络费、RCM、专业人员及软件成本待拆"
    },
    {
      "id": "YC33540",
      "name": "Osseus",
      "url": "https://www.ycombinator.com/companies/osseus",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "London, United Kingdom",
      "business": "提供生物医疗数据、评估及强化学习环境供实验室训练模型。",
      "buyer": "前沿AI实验室及生物医疗模型团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。",
      "notes": "按当前训练交付移模型基础设施，superintelligence是愿景而非已证明通用模型。患者和生物数据许可、隐私、实际效果及收入未核，官网背景论文不直接证明当前产品效果。 原成立及团队快照保留；业务分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33540",
        "INDUSTRY7-CAT-YC33540",
        "INDUSTRY7-OSSEUS-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：提供生物医疗数据、评估及强化学习环境供实验室训练模型。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。",
      "directoryTags": [
        "B2B",
        "Biotech",
        "Healthcare",
        "Data Engineering",
        "AI"
      ],
      "businessModel": "模型数据与环境供给；数据许可、定制任务及专业审核费待拆"
    },
    {
      "id": "YC33573",
      "name": "hardware intelligence",
      "url": "https://www.ycombinator.com/companies/hardware-intelligence",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "提供芯片波形压缩、仿真及调试工具WaveZip和Wave。",
      "buyer": "芯片设计及硬件验证工程团队",
      "delivery": "已读YC当前主营及相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力设施移芯片设计专业应用；波形压缩、性能提升与基准优胜均为自述，本轮未读代码或运行工具，不当已验证能力或收入。 成立及团队字段保留原YC快照，不等法律注册或最新雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33573",
        "C02-BOUNDARY-YC33573"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：提供芯片波形压缩、仿真及调试工具WaveZip和Wave。 按主要买家与交付分类；compute/chip/computer-use关键词不直接等算力交付。",
      "directoryTags": [
        "Developer Tools",
        "Hardware",
        "Enterprise Software",
        "Semiconductors",
        "AI"
      ],
      "businessModel": "EDA工具软件；许可、席位与支持服务收费未核"
    },
    {
      "id": "YC33639",
      "name": "Magma",
      "url": "https://www.ycombinator.com/companies/magma",
      "cat": "C02",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "将企业代理运行日志整理为模型实验室可授权的训练资料及环境。",
      "buyer": "有代理数据的企业及模型实验室",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "保留训练数据供给。供应方获收入承诺不是Magma已实现经常性收入，ACME界面余额及本月收益不当自身财务；分成、留存和权限按未读合同留缺。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33639",
        "MODELTAG-CAT-YC33639",
        "MODELTAG-MAGMA-HOME",
        "MODELTAG-MAGMA-LAUNCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：将企业代理运行日志整理为模型实验室可授权的训练资料及环境。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Reinforcement Learning",
        "Data Engineering",
        "AI"
      ],
      "businessModel": "数据授权分成；采集接入、加工、隐私、许可及分成成本待拆"
    },
    {
      "id": "YC33673",
      "name": "Caution",
      "url": "https://www.ycombinator.com/companies/caution",
      "cat": "C02",
      "year": 2025,
      "team": 5,
      "location": "George Town, Cayman Islands",
      "business": "提供可验证的机密计算部署与托管。",
      "buyer": "敏感软件、金融及私有AI等基础设施团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移计算基础设施对照，非纯AI主营：通用敏感工作负载亦适用。AWS Nitro当前支持与其他后端开发中分开；先前Distrust服务系统六千亿资产非本公司收入，旧业务与新产品法律链仍待核。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "BYOC管理/全托管/支持另议；自运行官网称AGPLv3或商业许可，金额及实际合同待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33673",
        "ENTTAG2-CAT-YC33673",
        "ENTTAG2-CAUTION-HOME",
        "ENTTAG2-CAUTION-PRICE",
        "ENTTAG2-CAUTION-ASSETS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：提供可验证的机密计算部署与托管。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "Cybersecurity",
        "Cloud Computing",
        "Infrastructure"
      ],
      "businessModel": "计算托管与可验证部署；BYOC/全托管、支持及商业许可分开"
    },
    {
      "id": "YC33674",
      "name": "UFO.ai",
      "url": "https://www.ycombinator.com/companies/ufoai",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "自述学习企业上下文并组织工具和流程以推进工作。",
      "buyer": "企业经营及跨职能团队，细分买家待核",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "短简介暂留企业通用，官网无可读正文，操作系统称谓不证明在卖底层运行时或自研模型。创始人既有Copilot/Perplexity产品经历非UFO收入或已核能力。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33674",
        "ENTTAG2-CAT-YC33674",
        "ENTTAG2-UFO-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：自述学习企业上下文并组织工具和流程以推进工作。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Automation",
        "AI"
      ],
      "businessModel": "企业通用工作平台暂分类；模型、软件及人工部署费用待拆"
    },
    {
      "id": "YC33738",
      "name": "CoArena",
      "url": "https://www.ycombinator.com/companies/coarena",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "让用户盲评两个电脑操作Agent完成相同任务，形成实时评测和数据。",
      "buyer": "电脑操作模型实验室及Agent评测团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力移Agent评测设施；同页Coasty旧运行产品保留，82.81%及其他成绩仅机构页自述，本轮未查独立榜单。60000收入是发布时累计值，不是MRR/ARR。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "公司自述已有竞技场使用和累计收入，现经营及收入合同待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33738",
        "C02-FULL-YC33738",
        "COARENA-REVENUE-LAUNCH"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：让用户盲评两个电脑操作Agent完成相同任务，形成实时评测和数据。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "AIOps",
        "Machine Learning",
        "Reinforcement Learning",
        "Data Labeling",
        "AI"
      ],
      "businessModel": "公共竞技场、评测和数据服务，另有Coasty Agent；收入来源及免费/付费边界待核",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "YC同页关联CoArena、coarena.ai及Coasty发布；未核法律主体、支付账户及新旧产品收入拆分。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读竞技场盲评流程及同页Coasty性能自述；未打开评测代码、独立榜单或运行Agent，不认定第三方成绩。",
        "evidenceIds": [
          "C02-FULL-YC33738",
          "COARENA-REVENUE-LAUNCH"
        ]
      }
    },
    {
      "id": "YC33804",
      "name": "Neomatter",
      "url": "https://www.ycombinator.com/companies/neomatter",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "在企业邮件及业务系统中整理法务请求，形成供律师批准的结果。",
      "buyer": "企业内部法务团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "保留法律专业工作；律师仍审阅批准，不将HR/销售入口误作通用文档工具。政策和先例应用、完整正确及收入未独立核。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33804",
        "INDUSTRY8-CAT-YC33804"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：在企业邮件及业务系统中整理法务请求，形成供律师批准的结果。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "SaaS",
        "B2B",
        "Legal"
      ],
      "businessModel": "法律工作流软件；连接、案件、部署及律师审核费待拆"
    },
    {
      "id": "YC33805",
      "name": "Edviro",
      "url": "https://www.ycombinator.com/companies/edviro",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "结合建筑能耗及设备资料诊断问题、模拟干预并协调维修和效果核验。",
      "buyer": "设施、能源及建筑运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "保留设施运营应用；关键动作先经人员批准，数据中心合作仍初期，不把world model宣传当基础模型销售。旧40万可避免成本与官网40万verified savings分开且不相加，未独立核实际实现和平台收费。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33805",
        "INDUSTRY8-CAT-YC33805",
        "INDUSTRY8-EDVIRO-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：结合建筑能耗及设备资料诊断问题、模拟干预并协调维修和效果核验。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Deep Learning",
        "B2B",
        "Energy"
      ],
      "businessModel": "设施运营专业软件；连接、模型、工单、现场技术员及服务费待拆"
    },
    {
      "id": "YC33806",
      "name": "Experiential Labs",
      "url": "https://www.ycombinator.com/companies/experiential-labs",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "提供模型网关、分档调用方案及由客户流量训练专用模型的服务。",
      "buyer": "AI产品、企业模型预算及开发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "保留模型设施；旧仅后训练降本保证与现网关套餐分期。固定月费仅限指定模型与额度，其他模型/超额另计，BYOK上游另收；97%降本与演示月账单非实收营收。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网月费原文$20/200/2000，指定模型及日/速率限额；其他模型及超额、BYOK上游账单另计，实际计费待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33806",
        "MODELTAG-CAT-YC33806",
        "MODELTAG-EXPERIENTIAL-HOME",
        "MODELTAG-EXPERIENTIAL-PRICE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：提供模型网关、分档调用方案及由客户流量训练专用模型的服务。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Reinforcement Learning",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "模型网关套餐与后训练；上游用量、含量额度、超额及实施成本待拆"
    },
    {
      "id": "YC33838",
      "name": "Simantic",
      "url": "https://www.ycombinator.com/companies/simantic",
      "cat": "C04",
      "year": 2025,
      "team": 4,
      "location": "Waterloo, Canada",
      "business": "构建硬件模拟环境，支持开发者与Agent观察和测试嵌入式固件。",
      "buyer": "嵌入式软件及固件开发团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留软件测试分类：用于固件开发，未见主营模型训练环境。简介短，支持硬件范围、精度和实际合同待核，不据simulation关键词归模型设施。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33838",
        "C04-CAT-YC33838"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：构建硬件模拟环境，支持开发者与Agent观察和测试嵌入式固件。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "Hardware",
        "Semiconductors",
        "Electronics",
        "AI"
      ],
      "businessModel": "固件模拟/测试工具；软件许可及硬件模型服务未核"
    },
    {
      "id": "YC33936",
      "name": "Conifer",
      "url": "https://www.ycombinator.com/companies/conifer",
      "cat": "C02",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "在客户harness内选择模型、提供方和缓存以降低推理支出。",
      "buyer": "有模型用量的企业及开发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "按现路由供给移C02，旧消费者Juniper界面另记。最多80%付费token减少不等总成本/毛利降低80%；本地免API费仍有硬件电费，性能和隐私未独立核。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33936",
        "DEVTAG2-CAT-YC33936"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：在客户harness内选择模型、提供方和缓存以降低推理支出。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "Security",
        "AI"
      ],
      "businessModel": "推理路由设施兼个人Juniper入口；本地算力、API、软件与支持费用待拆"
    },
    {
      "id": "YC33969",
      "name": "OpenTag",
      "url": "https://www.ycombinator.com/companies/opentag",
      "cat": "C05",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "在Slack中协作执行工作并自动维护企业知识库。",
      "buyer": "使用Slack的创业及企业团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "保留企业通用工作，模型无关是兼容定位不等自售模型设施。旧Gini与现OpenTag分期；10团队为早期可用自述非付费，前雇主数百万使用非当前用户，权限/沙盒安全未测。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-33969",
        "ENTTAG2-CAT-YC33969"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：在Slack中协作执行工作并自动维护企业知识库。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "AIOps",
        "B2B",
        "Workflow Automation",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "团队通用助手；席位、模型、沙盒、接入及支持费待拆"
    },
    {
      "id": "YC34134",
      "name": "Voyager",
      "url": "https://www.ycombinator.com/companies/voyager",
      "cat": "C08",
      "year": 2025,
      "team": 6,
      "location": "New York City, NY",
      "business": "提供面向视频、音乐、游戏及图形制作的模型与创意工具控制工作台。",
      "buyer": "专业及个人创作团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留创意产品，harness是实现形式而非自动归通用Agent基础设施。Moda旧用户量与本产品付费分开，未打开代码或运行100多工具集成。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34134",
        "CONSUMER-CAT-YC34134"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：提供面向视频、音乐、游戏及图形制作的模型与创意工具控制工作台。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Design",
        "Video",
        "Marketing"
      ],
      "businessModel": "创意Agent工作台；许可、模型额度和工具/服务费用待拆"
    },
    {
      "id": "YC34431",
      "name": "Hue",
      "url": "https://www.ycombinator.com/companies/hue",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "把代理真实使用时的工具、数据及状态转为可重复测试环境。",
      "buyer": "生产Agent开发及验证团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "移Agent测试，非一般App用户界面QA。保留工具/状态不证明所有生产世界可完整重现，官网不可读，未独立测试或取得合同；10月29日发布不作法人成立日。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34431",
        "DEVTAG2-CAT-YC34431",
        "DEVTAG2-HUE-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：把代理真实使用时的工具、数据及状态转为可重复测试环境。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "Agent仿真测试设施；数据/状态捕获、场景、运行及支持费待核"
    },
    {
      "id": "YC34464",
      "name": "herdr",
      "url": "https://www.ycombinator.com/companies/herdr",
      "cat": "C03",
      "year": 2026,
      "team": 1,
      "location": "Ankara, Turkey",
      "business": "以后台终端运行服务协调代理进程、状态和跨机器通信。",
      "buyer": "并行Agent及开发团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "移运行设施，桌面App、core和旧TUI为不同程序。关窗口不终止不等重启机器仍保任务；官网明确core停/重启不续跑。25k星与34万下载是原目录自述，不等当前core仓库计数或付费。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34464",
        "DEVTAG2-CAT-YC34464",
        "DEVTAG2-HERDR-HOME",
        "DEVTAG2-HERDR-CORE",
        "DEVTAG2-HERDR-LICENSE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：以后台终端运行服务协调代理进程、状态和跨机器通信。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "AI",
        "AI Assistant"
      ],
      "businessModel": "Agent终端运行设施；开源本机/远程、客户端与支持费用待核",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "机构和当前官网/公开材料产品对应；法律注册、签约及收入主体未独立核。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "已读后台运行服务README、目录和Apache代码许可及现App/TUI差异；未固定commit、安装、执行或测重启/状态可靠性。",
        "evidenceIds": [
          "DEVTAG2-CAT-YC34464",
          "DEVTAG2-HERDR-HOME",
          "DEVTAG2-HERDR-CORE",
          "DEVTAG2-HERDR-LICENSE"
        ]
      }
    },
    {
      "id": "YC34530",
      "name": "Theo",
      "url": "https://www.ycombinator.com/companies/theo",
      "cat": "C06",
      "year": 2026,
      "team": null,
      "location": "New York City, NY",
      "business": "为小企业建站并持续依据搜索数据更新内容和获客页面。",
      "buyer": "小企业营销及经营者",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "按持续获客闭环移营销运营，初始建站是交付环节。69.99月费是报价，前Endgrate10万年收入排除，不由网站价值或访问量推自身ARR。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34530",
        "ENTERPRISE3-CAT-YC34530"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为小企业建站并持续依据搜索数据更新内容和获客页面。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "SMB",
        "SEO",
        "AI"
      ],
      "businessModel": "建站加搜索增长软件；月订阅、内容、模型和维护待拆"
    },
    {
      "id": "YC34597",
      "name": "Sentient OS",
      "url": "https://www.ycombinator.com/companies/sentient-os",
      "cat": "C09",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "在个人Mac上整理邮件、文件及生活上下文，起草回复和辅助跨应用工作。",
      "buyer": "个人Mac用户，兼企业试用团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "按个人生活上下文和Mac体验移个人应用，30企业使用不自动代表企业主业。4000alpha用户和百万融资不是收入，开源/LiteRT-LM fork未开源码核查，端上不等零成本或绝对隐私。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34597",
        "ENTERPRISE3-CAT-YC34597"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：在个人Mac上整理邮件、文件及生活上下文，起草回复和辅助跨应用工作。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Productivity",
        "AI"
      ],
      "businessModel": "个人端助手软件；许可、订阅、设备及支持费待拆"
    },
    {
      "id": "YC34629",
      "name": "Simulithic",
      "url": "https://www.ycombinator.com/companies/simulithic",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "以模拟用户跨设备、浏览器及账户测试应用使用流程。",
      "buyer": "软件产品及QA团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "保留开发验证，与Hue测试AI代理行为分开。所有设备、零维护、每日生产测试为厂商主张未独立核，不认定覆盖所有平台/边界或已无人工验证成本。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34629",
        "DEVTAG2-CAT-YC34629"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：以模拟用户跨设备、浏览器及账户测试应用使用流程。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "应用端到端测试软件；设备、账户、运行用量及支持费待拆"
    },
    {
      "id": "YC34696",
      "name": "ChemPilot.ai",
      "url": "https://www.ycombinator.com/companies/chempilotai",
      "cat": "C10",
      "year": 2026,
      "team": 3,
      "location": "Haifa, Israel",
      "business": "公司简介：Discover novel defense related materials/molecules.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34696"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：用AI及量子仿真研发能源材料、聚合物和复合材料，属于实体材料产业。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Machine Learning",
        "Advanced Materials",
        "Defense"
      ]
    },
    {
      "id": "YC34761",
      "name": "Veeza AI",
      "url": "https://www.ycombinator.com/companies/veeza-ai",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "以AI准备旅游签证资料、预约并由人工专家审核。",
      "buyer": "旅游签证申请人及旅行社/B2B2C渠道",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "从个人通用应用移专业签证服务，申请人仍是个人。7000用户未证付费；官网表明资料准备后收费、人工审核且仅文书套餐可能自行预约，不能当全自动保证获签。页面EGP/原文$及总额/明细展示不一致留待核价，不因此推造假。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "按目的地/每人一次性套餐，文书/全服务范围及专家审核不同，政府/中心费用分开；同页总价和明细/币种部分不一致，须核合同",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34761",
        "OTHERTAG2-CAT-YC34761",
        "OTHERTAG2-VEEZA-HOME",
        "OTHERTAG2-VEEZA-LAUNCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：以AI准备旅游签证资料、预约并由人工专家审核。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "AIOps",
        "Consumer",
        "AI"
      ],
      "businessModel": "签证专业服务；按人/目的地一次性套餐，专家、预约与政府费分开"
    },
    {
      "id": "YC34794",
      "name": "Petrichor",
      "url": "https://www.ycombinator.com/companies/petrichor",
      "cat": "C02",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "为AI团队运行生物实验，返回供模型学习的实验数据。",
      "buyer": "需要湿实验数据的AI及生物研究团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "按主要交付暂保留训练数据设施，非推定自研药物或基础模型；简介短，实际实验、客户、经常性收入和合同待核，不能按纯软件订阅比较。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34794",
        "C02-FULL-YC34794"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为AI团队运行生物实验，返回供模型学习的实验数据。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Deep Learning",
        "AI"
      ],
      "businessModel": "湿实验执行与训练数据交付；项目、实验成本与数据权利待拆"
    },
    {
      "id": "YC34861",
      "name": "Topos",
      "url": "https://www.ycombinator.com/companies/topos",
      "cat": "C01",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：Agent swarms",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34861"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：研究Agent群的通信、形式化及推理验证，按通用智能研究归类，首先面向生物研究。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Swarm AI",
        "AI"
      ]
    },
    {
      "id": "YC34862",
      "name": "Saccade",
      "url": "https://www.ycombinator.com/companies/saccade",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "在诊所通过VR眼动任务、附件及ML模型提供认知风险评估。",
      "buyer": "长寿诊所、相关医疗机构及患者",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "按诊所检测交付保留行业，不当通用消费VR或已验证基础模型。提前15年、早期干预等只是公司主张，专利申请不等性能或审批，其他药品批准不证明该测试获批。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34862",
        "INDUSTRY11-CAT-YC34862"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：在诊所通过VR眼动任务、附件及ML模型提供认知风险评估。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Hard Tech",
        "Hardware",
        "Machine Learning",
        "B2B",
        "Healthcare"
      ],
      "businessModel": "医疗检测服务及配套设备；临床人力、硬件、检测和模型成本待拆"
    },
    {
      "id": "YC34893",
      "name": "Agent 37",
      "url": "https://www.ycombinator.com/companies/agent-37",
      "cat": "C03",
      "year": 2026,
      "team": null,
      "location": "New York City, NY",
      "business": "托管每客户独立代理沙盒并保留文件、模型及工具接入。",
      "buyer": "向客户销售Agent的产品团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "移Agent设施。现无订阅/计划费但计算按活动时间、磁盘到删除计费；客户Boon4.94月成本不是Agent37 ARPA/营收，赠额与白牌客户售价不能推平台ARR。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "现无订阅/计划费；预付余额中CPU/内存按活动时间、磁盘到删除按时计，模型/第三方工具另计，实际账单未知",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34893",
        "DEVTAG2-CAT-YC34893",
        "DEVTAG2-AGENT37-HOME",
        "DEVTAG2-AGENT37-COST"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：托管每客户独立代理沙盒并保留文件、模型及工具接入。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "SaaS",
        "B2B",
        "AI"
      ],
      "businessModel": "Agent云运行设施；预付充值、活动计算、持续磁盘、模型及工具成本待拆"
    },
    {
      "id": "YC34895",
      "name": "OpenScaffold",
      "url": "https://www.ycombinator.com/companies/openscaffold",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为部署团队依据客户发现、业务目标和历史部署生成定制工作框架。",
      "buyer": "部署团队，具体买家待核",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "简介短且官网缺失，暂留企业通用工作；AGI称呼不等已证模型研究或独立能力，客户与当前可用性留缺。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34895",
        "ENTERPRISE3-CAT-YC34895"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为部署团队依据客户发现、业务目标和历史部署生成定制工作框架。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "B2B",
        "AI"
      ],
      "businessModel": "部署辅助软件或服务；具体交付、收费及人力待核"
    },
    {
      "id": "YC34896",
      "name": "Faraday",
      "url": "https://www.ycombinator.com/companies/faraday",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "将制造及分销的订单、计划、机器和业务记录连接并自动化。",
      "buyer": "制造商、工业供应商及分销运营团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移工业运营软件，连接既有机器不等自造硬件；公司专属RL环境是交付手段非只卖通用训练数据，未来机器人协调与已实现部署分开，客户制造收入不归本公司。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34896",
        "ENTTAG2-CAT-YC34896",
        "ENTTAG2-FARADAY-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：将制造及分销的订单、计划、机器和业务记录连接并自动化。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "B2B",
        "Manufacturing",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "工业专业软件与集成；部署、设备接入、RL环境及人工维护费待拆"
    },
    {
      "id": "YC34959",
      "name": "Applied Kinetics",
      "url": "https://www.ycombinator.com/companies/applied-kinetics",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "按数据中心及能源项目规格组织变压器、开关设备、发电与冷却设备制造及交付。",
      "buyer": "数据中心及能源开发商、EPC和公用事业团队",
      "delivery": "已读YC当前主营及相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力设施移制造专业业务；AI用于审规格、排产和跟踪订单，不表示主要出售模型调用。报价交期、客户避免的损失和生产网络不当实际收入或纯软件ARR。 成立及团队字段保留原YC快照，不等法律注册或最新雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-34959",
        "C02-BOUNDARY-YC34959"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：按数据中心及能源项目规格组织变压器、开关设备、发电与冷却设备制造及交付。 按主要买家与交付分类；compute/chip/computer-use关键词不直接等算力交付。",
      "directoryTags": [
        "B2B",
        "Manufacturing",
        "Energy",
        "AI",
        "Industrial"
      ],
      "businessModel": "定制实体设备制造、供应链协调及交付支持；货款、服务费和净收入待拆"
    },
    {
      "id": "YC35092",
      "name": "Cardinal Square",
      "url": "https://www.ycombinator.com/companies/cardinal-square",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "以AI配合教师提供课后写作教学，计划扩展完整学校。",
      "buyer": "学生家庭及学校教育需求方",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "保留教育专业服务，当前说明从未认证课后班起步，完整认证学校是计划。官网无法读取，不把规划当已获办学认证、学生采用或课程收入。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35092",
        "INDUSTRY8-CAT-YC35092",
        "INDUSTRY8-CARDINAL-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以AI配合教师提供课后写作教学，计划扩展完整学校。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Education",
        "Consumer",
        "AI"
      ],
      "businessModel": "教育服务；课程、教师、场地及系统成本待拆"
    },
    {
      "id": "YC35094",
      "name": "Forward",
      "url": "https://www.ycombinator.com/companies/useforward",
      "cat": "C07",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "自述匹配商业债务顾问的融资委托与私募信贷基金。",
      "buyer": "商业债务顾问、私募信贷基金及相关融资方",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移金融专业应用，官网仍标11月6日2026发布及投资者候补，当前不推已开放交易。融资委托/贷款本金非平台收入，签约主体、牌照、收费和实单待核，不将页脚当注册证明。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "官网标2026-11-06发布与候补名单，当前实际开放及商业交付待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35094",
        "ENTTAG2-CAT-YC35094",
        "ENTTAG2-FORWARD-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：自述匹配商业债务顾问的融资委托与私募信贷基金。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "Fintech",
        "B2B",
        "AI"
      ],
      "businessModel": "专业信贷撮合暂分类；订阅、顾问/成功费及人工责任待拆"
    },
    {
      "id": "YC35096",
      "name": "Stacktrace",
      "url": "https://www.ycombinator.com/companies/stacktrace",
      "cat": "C03",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "观测代理动作、限制权限并在偏离目标时干预。",
      "buyer": "组织代理治理与工程安全团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移Agent安全设施。当前Claude Code与Codex/Devin Preview分开，个人网关Preview非全部可用；页面零计数及示例告警不当真实客户/零营收证据，未实际接入或测试。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35096",
        "ENTTAG2-CAT-YC35096",
        "ENTTAG2-STACK-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：观测代理动作、限制权限并在偏离目标时干预。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "DevSecOps",
        "Cybersecurity",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "Agent控制设施；Fleet及个人代理网关，席位/会话及支持费待拆"
    },
    {
      "id": "YC35125",
      "name": "Altair Health",
      "url": "https://www.ycombinator.com/companies/altair-health",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "Austin, TX",
      "business": "为独立医疗机构承接保险账单流程，以账单员处理代理例外。",
      "buyer": "医疗诊所及收入运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "保留专业账单服务；定理证明器对照保险规则为主张，不证明所有规则和输入正确。账单员处理失败是交付组成，医生收款不是Altair收入，Stripe类比不当支付许可。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35125",
        "INDUSTRY8-CAT-YC35125"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为独立医疗机构承接保险账单流程，以账单员处理代理例外。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Health Tech",
        "Healthcare",
        "AI"
      ],
      "businessModel": "医疗账单服务加AI；索赔、实施、专家例外及系统费用待拆"
    },
    {
      "id": "YC35126",
      "name": "Armorer Labs",
      "url": "https://www.ycombinator.com/companies/armorer-labs",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "测试企业Agent安全并对生产动作进行检测、暂停或放行。",
      "buyer": "受监管企业Agent开发及安全团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移Agent设施，具体控制Agent运行而非通用合规。22%更准/88倍更快及六基准为自测，未核成绩；AWS十万客户是旧雇主项目，不归Armorer。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35126",
        "ENTERPRISE3-CAT-YC35126"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：测试企业Agent安全并对生产动作进行检测、暂停或放行。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Developer Tools",
        "DevSecOps",
        "Cybersecurity",
        "AI"
      ],
      "businessModel": "Agent安全验证和运行守卫设施；动作、部署和专家支持费待拆"
    },
    {
      "id": "YC35128",
      "name": "Talos",
      "url": "https://www.ycombinator.com/companies/talos-us",
      "cat": "C10",
      "year": 2026,
      "team": 3,
      "location": "Baltimore, MD",
      "business": "以监测设备及异常模型诊断变压器等电力设施并建议维护。",
      "buyer": "电力设备及基础设施运营方",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "移实体监测，不从预测维护推自主控制电网。故障定位、预防损失和模型准确性未独立验证，行业停电损失不作公司收入。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35128",
        "INDUSTRY11-CAT-YC35128"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：以监测设备及异常模型诊断变压器等电力设施并建议维护。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Deep Learning",
        "Hardware",
        "IoT",
        "Energy",
        "AI"
      ],
      "businessModel": "电力监测系统；设备、安装、连接、软件及维护费用待拆"
    },
    {
      "id": "YC35190",
      "name": "Lantern AI",
      "url": "https://www.ycombinator.com/companies/lantern-ai",
      "cat": "C05",
      "year": 2025,
      "team": 4,
      "location": "San Francisco",
      "business": "为企业整合人才检索、申请审核、AI面试和招聘分析。",
      "buyer": "企业招聘及用人团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "移企业通用招聘；People API是另一个产品入口，不把整个公司归通用基础设施。十亿专业人员图谱不是用户数或自研基础模型证明，创始人旧200万销售及曝光不当当前收入。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35190",
        "INDUSTRY11-CAT-YC35190",
        "INDUSTRY11-LANTERN-OLD-SALES"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为企业整合人才检索、申请审核、AI面试和招聘分析。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Human Resources",
        "Recruiting",
        "HR Tech",
        "Talent Acquisition",
        "AI"
      ],
      "businessModel": "通用招聘软件与人才API；席位、用量、数据及接入费待拆"
    },
    {
      "id": "YC35191",
      "name": "Munito AI",
      "url": "https://www.ycombinator.com/companies/munito-ai",
      "cat": "C02",
      "year": 2026,
      "team": 1,
      "location": "Paris, France",
      "business": "通过兼容API提供开放模型推理，允许选择欧洲或美国地区。",
      "buyer": "企业及AI应用开发团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留推理设施；EU隐私默认与零留存均为自述，地区选择分开，不当第三方合规审计。免费额度、创始人旧产品和客户用量不是当前收入。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35191",
        "C02-FULL-YC35191"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：通过兼容API提供开放模型推理，允许选择欧洲或美国地区。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Enterprise",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "充值积分、按量推理与企业月结；存储及合同待核"
    },
    {
      "id": "YC35257",
      "name": "Nodus Compute",
      "url": "https://www.ycombinator.com/companies/nodus-compute",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：Intelligent Cloud for AI workloads",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35257"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：整合GPU容量、运行AI工作负载并优化计算成本，属于算力执行设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": []
    },
    {
      "id": "YC35258",
      "name": "Mirrors",
      "url": "https://www.ycombinator.com/companies/mirrors",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "按人工设定范围向生产代理注入纠错指引并比较结果。",
      "buyer": "面向客户的生产Agent工程团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "移Agent设施；用户写纠正、限定触发并预览旧对话影响，不是所有错误自动永久修复。官网工具不可读，未运行或独立核效果、隐私及付费。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35258",
        "DEVTAG2-CAT-YC35258",
        "DEVTAG2-MIRRORS-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：按人工设定范围向生产代理注入纠错指引并比较结果。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "AIOps",
        "Developer Tools",
        "SaaS",
        "B2B",
        "AI"
      ],
      "businessModel": "Agent上下文修正设施；SDK、对话、规则、对比及支持费待核"
    },
    {
      "id": "YC35260",
      "name": "OpenCrawl",
      "url": "https://www.ycombinator.com/companies/opencrawl",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为Agent发现来源并构建、托管抓取处理及定制搜索索引。",
      "buyer": "Agent及多模态产品开发团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从个人搜索移开发设施；面向开发者MCP/CLI/API，不据personalized词认定个人应用。来源权利、准确度、性能与当前合同未独立核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35260",
        "CONSUMER-CAT-YC35260"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为Agent发现来源并构建、托管抓取处理及定制搜索索引。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Data Engineering",
        "Search",
        "AI"
      ],
      "businessModel": "搜索/抓取与上下文数据API；托管用量和数据许可待拆"
    },
    {
      "id": "YC35262",
      "name": "Perceptual Labs（原Bryel）",
      "url": "https://www.ycombinator.com/companies/bryel",
      "cat": "C00",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "当前自述视觉智能研究，具体产品与对外交付仍缺资料。",
      "buyer": "当前视觉智能买家待核；旧Bryel面向企业训练团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "目录现名Perceptual Labs，官网工具不可读；仅视觉智能口号不足认定C01模型、C02训练设施或C08创意，移待分类。10月7日旧Bryel训练服务与当前定位分开，前公司收入/用户及提速均不作本公司实收或独立效果。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35262",
        "ENTTAG2-CAT-YC35262",
        "ENTTAG2-PERCEPTUAL-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：当前自述视觉智能研究，具体产品与对外交付仍缺资料。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "B2B",
        "AI"
      ],
      "businessModel": "当前业务待分类；旧Bryel前置训练工程/Foundry作为历史对照"
    },
    {
      "id": "YC35263",
      "name": "River",
      "url": "https://www.ycombinator.com/companies/rivereditor",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为知识工作提供跨文件、应用、文档、表格及演示的AI协作工作台。",
      "buyer": "个人创作者及团队知识工作者",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力移办公应用；官网示例Meadow投资者更新内的71400/84200等是演示文件，不归River收入，100000创作者也不等付费用户。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35263",
        "C02-FULL-YC35263",
        "C02-CURRENT-HOME-YC35263"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为知识工作提供跨文件、应用、文档、表格及演示的AI协作工作台。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Productivity",
        "AI"
      ],
      "businessModel": "桌面/网页工作台，个人与团队收费；当前合同与留存未核"
    },
    {
      "id": "YC35265",
      "name": "Hopper",
      "url": "https://www.ycombinator.com/companies/hopper",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "基于客户生产轨迹后训练开放语音模型，并优化及托管实时推理。",
      "buyer": "实时语音Agent产品团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留模型设施；语音业务场景不等替客户运营呼叫中心。模型速度/成本和行业2028预测均自述，前雇主通话量不归Hopper收入。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35265",
        "C02-FULL-YC35265"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：基于客户生产轨迹后训练开放语音模型，并优化及托管实时推理。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Infrastructure",
        "AI"
      ],
      "businessModel": "推理托管、后训练和联合评测工程服务；用量及项目收费待拆"
    },
    {
      "id": "YC35266",
      "name": "TrueMile",
      "url": "https://www.ycombinator.com/companies/truemile",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "以自有车队和真人司机承运货物，AI辅助规划、找货及调度。",
      "buyer": "有固定整车运输需求的货主",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "移实体运输，每票货和运价由人批准；无人卡车是未来计划。创始人家族运输700万以上历史收入与工具衍生TrueMile分开，法人/资产延续待核，不把全部旧运费转成新公司ARR。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立；自述由家族运输业务工具衍生，2026目录年份不证明旧经营、法人及资产另起，沿革待核",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35266",
        "INDUSTRY11-CAT-YC35266",
        "INDUSTRY11-TRUEMILE-HOME",
        "INDUSTRY11-TRUEMILE-LAUNCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：以自有车队和真人司机承运货物，AI辅助规划、找货及调度。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "AIOps",
        "Machine Learning",
        "Logistics",
        "Data Science"
      ],
      "businessModel": "运输承运；运费、车辆、司机、燃油、保险和人工运营成本待拆"
    },
    {
      "id": "YC35289",
      "name": "ByteAsk",
      "url": "https://www.ycombinator.com/companies/byteask",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为C/C++提供可调用实际工具链的编码、构建、调试和测试Agent。",
      "buyer": "C/C++系统软件团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "保留编程工具；汽车/芯片/交易系统是客户场景，不直接变行业设备厂商。编译通过或全部可捕获错误均能捕获为宣传，未运行工具或核性能。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35289",
        "C04-CAT-YC35289"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为C/C++提供可调用实际工具链的编码、构建、调试和测试Agent。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "编码Agent及本地部署；许可、模型用量和支持费用待拆"
    },
    {
      "id": "YC35291",
      "name": "Elimentary",
      "url": "https://www.ycombinator.com/companies/elimentary",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "New York City, NY",
      "business": "为私募资本管理人处理结构化信贷及投后中后台工作。",
      "buyer": "私募资本及结构化信贷管理机构",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移金融专业应用；客户每年节省15万、20小时到30分钟为自述，不归Elimentary收入，AUM不当公司资产或ARR。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35291",
        "ENTERPRISE3-CAT-YC35291"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为私募资本管理人处理结构化信贷及投后中后台工作。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "FinOps",
        "Enterprise"
      ],
      "businessModel": "金融行业运营软件；基金、任务、数据及服务费待拆"
    },
    {
      "id": "YC35292",
      "name": "Agent Relay",
      "url": "https://www.ycombinator.com/companies/agent-relay",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "让不同设备和工具中的Agent相互发消息，并保留可检索的共享会话历史。",
      "buyer": "使用多Agent的软件团队及Agent开发者",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "从编码应用移通信设施；首要交付是消息连接而非写代码。旧Tailwind八位数ARR是创始人前公司业绩，不能归Agent Relay；setup命令未执行。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35292",
        "C04-CAT-YC35292"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：让不同设备和工具中的Agent相互发消息，并保留可检索的共享会话历史。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "Swarm AI",
        "Open Source",
        "AI"
      ],
      "businessModel": "跨Agent通信与历史记录设施；免费托管及自托管商业边界待核"
    },
    {
      "id": "YC35322",
      "name": "Helios Intelligence",
      "url": "https://www.ycombinator.com/companies/helios-intelligence",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "Boston",
      "business": "开发居家分子检测并整合生物标记、可穿戴与健康记录。",
      "buyer": "个人检测用户及潜在健康服务合作方",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "按检测服务保留行业；1000标记性能、检测资格和风险准确性未独立核。人类生物学世界模型是发展目标，不认定已有通用模型、已获医疗批准或已实现模拟效果。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35322",
        "INDUSTRY11-CAT-YC35322"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：开发居家分子检测并整合生物标记、可穿戴与健康记录。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Health Tech",
        "Consumer",
        "Diagnostics",
        "Health & Wellness",
        "AI"
      ],
      "businessModel": "健康检测服务；采样、实验室、专业复核及软件成本待核"
    },
    {
      "id": "YC35355",
      "name": "Invertix",
      "url": "https://www.ycombinator.com/companies/invertix",
      "cat": "C10",
      "year": 2026,
      "team": 8,
      "location": "Munich, Germany",
      "business": "公司简介：AI that operates power plants",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35355"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：用AI自主运行发电厂，属于实体能源运营。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Solar Power",
        "Infrastructure",
        "AI"
      ]
    },
    {
      "id": "YC35356",
      "name": "Raven",
      "url": "https://www.ycombinator.com/companies/sintem",
      "cat": "C09",
      "year": 2026,
      "team": 1,
      "location": "Germany",
      "business": "研发可让Agent跨手机应用执行任务的个人手机体验。",
      "buyer": "个人手机及AI助理用户",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留个人交互终端；一人团队为旧YC快照，未核量产、出货或实际硬件形态，自动执行及减少屏幕时间是宣传。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35356",
        "CONSUMER-CAT-YC35356"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：研发可让Agent跨手机应用执行任务的个人手机体验。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Telecommunications",
        "AI"
      ],
      "businessModel": "Agent手机/系统体验；设备、软件订阅及模型收费未披露"
    },
    {
      "id": "YC35392",
      "name": "Dydema",
      "url": "https://www.ycombinator.com/companies/dydema",
      "cat": "C09",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "研发个人可穿戴、可编程脑机接口，并采集脑信号数据支持研发。",
      "buyer": "个人计算交互用户；当前实际付费买家待核",
      "delivery": "已读YC当前主营及相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力设施移消费者个人应用；大规模脑数据是研发路径，未见主营训练数据销售证据。计算速度及可用性是愿景，交货与实际收入未核。 成立及团队字段保留原YC快照，不等法律注册或最新雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35392",
        "C02-BOUNDARY-YC35392"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：研发个人可穿戴、可编程脑机接口，并采集脑信号数据支持研发。 按主要买家与交付分类；compute/chip/computer-use关键词不直接等算力交付。",
      "directoryTags": [
        "Hardware",
        "Neurotechnology",
        "Consumer",
        "Big Data",
        "AI"
      ],
      "businessModel": "消费者交互硬件及配套软件研发；设备销售、订阅和数据许可未核"
    },
    {
      "id": "YC35393",
      "name": "Plek",
      "url": "https://www.ycombinator.com/companies/plek",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "梳理员工工作及对应成本，具体产品范围待核。",
      "buyer": "企业运营及流程负责人，待核",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "主营仅一句，暂留企业通用流程分析；映射成本不等已节省成本，不据短简介推实际客户、AI作用或收入。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35393",
        "ENTERPRISE3-CAT-YC35393"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：梳理员工工作及对应成本，具体产品范围待核。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Enterprise",
        "AI"
      ],
      "businessModel": "流程及成本分析软件或服务；收费与实施待核"
    },
    {
      "id": "YC35395",
      "name": "Workers IO",
      "url": "https://www.ycombinator.com/companies/workers-io",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "在确定性虚拟机中模拟软件故障并复现失效条件。",
      "buyer": "关键系统软件开发及可靠性团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "保留开发验证，非AI模型训练。所读材料强调确定性仿真和编码代理反馈，内部是否使用AI尚未确认；百万场景不证明穷尽所有生产条件，示例支付/测试不是实际收入或独立验证。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35395",
        "DEVTAG2-CAT-YC35395",
        "DEVTAG2-WORKERS-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：在确定性虚拟机中模拟软件故障并复现失效条件。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "软件仿真验证；捕获、故障模型、模拟计算、集成及支持费待拆"
    },
    {
      "id": "YC35422",
      "name": "Praxis",
      "url": "https://www.ycombinator.com/companies/praxis",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为律所处理收案、客户资料、文档追踪、账单和催款后台。",
      "buyer": "中小律师事务所",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "保留律所全流程，律师监督批准每步，不能按前雇主付费客户数估本公司客户。客户损失35万每年和每案1万非Praxis收入，完整效率和合同待核。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35422",
        "INDUSTRY8-CAT-YC35422"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为律所处理收案、客户资料、文档追踪、账单和催款后台。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Legal",
        "LegalTech",
        "AI"
      ],
      "businessModel": "律所运营软件；工作流、部署及律师审批成本待拆"
    },
    {
      "id": "YC35454",
      "name": "Shepherd Robotics",
      "url": "https://www.ycombinator.com/companies/shepherd-robotics",
      "cat": "C10",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "部署适应多任务的机器人，并集成到数据中心及先进制造工作流。",
      "buyer": "基础设施及先进制造运营团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "保留机器人交付；训练数据与模块硬件是系统组成，非自动独立数据收入。客户工厂每年200万人工成本不是本公司收入，现场效果和合同待核。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35454",
        "C10-FULL-YC35454"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：部署适应多任务的机器人，并集成到数据中心及先进制造工作流。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Hardware",
        "Robotics",
        "Manufacturing",
        "Automation",
        "AI"
      ],
      "businessModel": "机器人系统与工程集成；硬件、部署和支持费用待拆"
    },
    {
      "id": "YC35521",
      "name": "ORO AI",
      "url": "https://www.ycombinator.com/companies/oro-ai",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "Vancouver, Canada",
      "business": "通过购物Agent任务、验证者和动态问题构建电商评测与训练数据。",
      "buyer": "购物Agent与电商AI研发团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "行业是电商，但当前交付为评测设施，非代运营销售服务；奖励、代币与旧项目吞吐量不当公司经常性收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35521",
        "AGENT-CAT-YC35521"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：通过购物Agent任务、验证者和动态问题构建电商评测与训练数据。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "Crypto / Web3",
        "Consumer Products",
        "AI"
      ],
      "businessModel": "电商Agent基准与验证网络；奖励、数据及服务收费待核"
    },
    {
      "id": "YC35522",
      "name": "Hemlock",
      "url": "https://www.ycombinator.com/companies/hemlock",
      "cat": "C02",
      "year": 2025,
      "team": 1,
      "location": "San Francisco",
      "business": "公司简介：Force + contact dynamics collected at scale for training physical AI.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35522"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：采集带力与接触标注的人类视频供物理AI训练，按训练数据基础设施归类。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Hard Tech",
        "Hardware"
      ]
    },
    {
      "id": "YC35525",
      "name": "Orca Aerospace",
      "url": "https://www.ycombinator.com/companies/orca-aerospace",
      "cat": "C10",
      "year": 2026,
      "team": 5,
      "location": "San Francisco",
      "business": "公司简介：AI spacecraft operators that lives onboard the vehicle",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35525"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：把AI决策和确定性执行工具部署到卫星上，属于航天自主系统。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AIOps",
        "Space Exploration",
        "Satellites"
      ]
    },
    {
      "id": "YC35553",
      "name": "0.security",
      "url": "https://www.ycombinator.com/companies/0security",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为开发团队及企业验证软件风险并协助修复，含云产品和部署式工具。",
      "buyer": "软件开发、安全及关键设施团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移软件安全；云/开源部署双线分开，未查源码或核漏洞，三十亿设备是涉及软件覆盖不是客户数或收入。EY等采用仍自述。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35553",
        "ENTERPRISE3-CAT-YC35553"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为开发团队及企业验证软件风险并协助修复，含云产品和部署式工具。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "B2B",
        "Open Source",
        "Cybersecurity",
        "Enterprise",
        "Defense"
      ],
      "businessModel": "软件安全平台加部署服务；仓库、测试、运行和人工费待拆"
    },
    {
      "id": "YC35587",
      "name": "Ploid",
      "url": "https://www.ycombinator.com/companies/ploid",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "以API、CLI及MCP检索、补全并关联人员资料。",
      "buyer": "围绕人群数据构建产品/Agent的开发及数据团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "从客户运营移Agent数据设施，销售/招聘是下游用途。二十亿索引对象不是用户/客户，未核去重、覆盖/权利或新鲜度；公司logo不等付费，月费与超量/定制拆分，不请求任何个人资料。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "工作区原文$200/月含1000credits、超量0.20；600/月含4000、超量0.15；共享额度/Custom另议，币种待核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35587",
        "OTHERTAG2-CAT-YC35587",
        "OTHERTAG2-PLOID-HOME",
        "OTHERTAG2-PLOID-PRICE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：以API、CLI及MCP检索、补全并关联人员资料。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Sales",
        "API",
        "AI"
      ],
      "businessModel": "Agent数据连接设施；工作区月费加共享额度与超量费，定制另议"
    },
    {
      "id": "YC35652",
      "name": "Primordiant",
      "url": "https://www.ycombinator.com/companies/primordiant",
      "cat": "C10",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "研发把科学推理与物理实验结合的通用机器人实验员。",
      "buyer": "科学研究及实验室团队；实际付费买家待核",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "暂保留机器人研究；自然智能类比与发现愿景不等已运行完整实验员，简介短，模型、硬件、产品及收入待核。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35652",
        "C10-FULL-YC35652"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：研发把科学推理与物理实验结合的通用机器人实验员。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Robotics",
        "Energy",
        "Advanced Materials",
        "AI",
        "Biotechnology"
      ],
      "businessModel": "早期科学机器人研发；设备、软件及实验服务模式未披露"
    },
    {
      "id": "YC35685",
      "name": "Obia",
      "url": "https://www.ycombinator.com/companies/obia",
      "cat": "C07",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "为企业寻找工业和办公空间并协助谈判及交付。",
      "buyer": "商业地产租户及企业选址团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "保留商业经纪服务，初始California工业/办公与全国愿景分开。两周交钥匙是主张，房产价值和租金不是全部经纪收入，AI作用、执照及具体收费待核。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35685",
        "INDUSTRY8-CAT-YC35685"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业寻找工业和办公空间并协助谈判及交付。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Real Estate",
        "B2B",
        "Proptech"
      ],
      "businessModel": "商业房产经纪；佣金、研究、人力及服务费用待核"
    },
    {
      "id": "YC35751",
      "name": "Rystic",
      "url": "https://www.ycombinator.com/companies/rystic",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "以有状态第三方API本地副本测试代理行为和状态变更。",
      "buyer": "Agent开发、集成及验证团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "移Agent测试，RL训练用途与代码QA分开。Stripe99.1%是所列1813探针的厂商一致性，不是金融安全或全API正确率；已知失败、限定能力、免费/付费不同范围保留。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35751",
        "DEVTAG2-CAT-YC35751",
        "DEVTAG2-RYSTIC-CATALOG"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：以有状态第三方API本地副本测试代理行为和状态变更。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "Agent测试环境；本地模拟时长、Pro能力、定制及支持费待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "机构和当前官网/公开材料产品对应；法律注册、签约及收入主体未独立核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读公开模拟API一致性和失败范围；厂商探针报告不是独立测试，未运行二进制或触发真实API。",
        "evidenceIds": [
          "DEVTAG2-CAT-YC35751",
          "DEVTAG2-RYSTIC-CATALOG"
        ]
      }
    },
    {
      "id": "YC35784",
      "name": "Vorelios",
      "url": "https://www.ycombinator.com/companies/vorelios",
      "cat": "C01",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "以物理基础模型预测新设计的流场，并拟扩展多物理过程。",
      "buyer": "航空航天仿真及工程研发团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "按当前官网物理模型移基础模型，先空气动力学，热传导/结构为扩展方向。三套公开基准的供应商评分不等独立验证，不能把1至31毫秒推成全设计取代求解器或整个工程交付。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35784",
        "ENTTAG2-CAT-YC35784",
        "ENTTAG2-VORELIOS-HOME",
        "ENTTAG2-VORELIOS-BENCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：以物理基础模型预测新设计的流场，并拟扩展多物理过程。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "Hard Tech",
        "B2B",
        "AI"
      ],
      "businessModel": "行业物理模型；推理、仿真数据、私有部署及工程支持费待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "目录与官网/公开材料关联；精确法人与产品合同、财务主体未独立核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读供应商三套公开空气动力学基准与H100计时口径，部分基线由其自行训练/计时，未读模型或独立复现；物理模型不等全工程可替代。",
        "evidenceIds": [
          "ENTTAG2-CAT-YC35784",
          "ENTTAG2-VORELIOS-HOME",
          "ENTTAG2-VORELIOS-BENCH"
        ]
      }
    },
    {
      "id": "YC35850",
      "name": "Dreamscale Labs",
      "url": "https://www.ycombinator.com/companies/dreamscale-labs",
      "cat": "C02",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "为机器人模型提供实时云推理、网络与计算优化及部署支持。",
      "buyer": "机器人研发和模型部署团队",
      "delivery": "云推理基础设施与部署支持；按需收费为自述，实际单价和合同未核",
      "notes": "40—50%延迟降低等性能为厂商自述，未下载、编译或运行复现；不因此认定机器人整机业务。 收入、定价与技术能力仍需专项核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35850",
        "PHYSICAL-CAT-YC35850"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营与长简介：为机器人模型提供实时云推理、网络与计算优化及部署支持。 按交付对象与任务分类，行业买家或创始人经历不直接等于机器人整机研发。",
      "directoryTags": [
        "Robotics",
        "Infrastructure",
        "AI"
      ]
    },
    {
      "id": "YC35883",
      "name": "Halmos Labs",
      "url": "https://www.ycombinator.com/companies/halmos-labs",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "Lund, Sweden",
      "business": "公司简介：Maximum information per experiment, minimum experiments per conclusion",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35883"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：自动化生物技术实验设计和疫苗制造相关研发，属于生物医药科研。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AI-powered Drug Discovery",
        "Swarm AI",
        "Biotech"
      ]
    },
    {
      "id": "YC35950",
      "name": "Resin Technologies",
      "url": "https://www.ycombinator.com/companies/resin-technologies",
      "cat": "C07",
      "year": 2026,
      "team": null,
      "location": "San Francisco",
      "business": "提供电子原理图、元件与封装生成、布线及制造导出的ECAD工具。",
      "buyer": "电子硬件及PCB设计工程团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从创意移电子工程；Codex比喻不改变产出为PCB设计，零件价格与物料清单不是公司收入。兼容和设计可靠性未独立测试。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35950",
        "CONSUMER-CAT-YC35950"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：提供电子原理图、元件与封装生成、布线及制造导出的ECAD工具。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Hardware",
        "Electronics",
        "AI"
      ],
      "businessModel": "专业电子设计云软件；席位、用量及工程支持收费待拆"
    },
    {
      "id": "YC35983",
      "name": "Telamont",
      "url": "https://www.ycombinator.com/companies/telamont",
      "cat": "C07",
      "year": 2026,
      "team": 6,
      "location": "San Francisco",
      "business": "交叉核对建筑文档版本并追踪合同、技术及规范风险。",
      "buyer": "建筑项目及风险管理团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "保留建筑专业文档，未涉及实际承包施工。七位数潜在争议是客户风险背景，非软件收入或实际追回金额，规范解释及技术准确率待核。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-35983",
        "INDUSTRY8-CAT-YC35983"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：交叉核对建筑文档版本并追踪合同、技术及规范风险。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Documents",
        "Real Estate",
        "Construction",
        "AI"
      ],
      "businessModel": "建筑文档软件；项目、文件、集成及专业审阅费待拆"
    },
    {
      "id": "YC36015",
      "name": "Ignition Benefits",
      "url": "https://www.ycombinator.com/companies/ignition-benefits",
      "cat": "C07",
      "year": 2026,
      "team": 12,
      "location": "Los Angeles, CA",
      "business": "为中小雇主提供健康福利经纪、续保及投保管理服务。",
      "buyer": "200人以下雇主及保险方",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "保留专业经纪，不能按员工管理软件推席位收入。公司发布称由保险方支付，雇主无费不等没有公司收入；Plated旧400万多付福利和官网客户节省非Ignition收入。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "原始发布称由保险方支付、雇主无费；佣金或其他合同费率未给，不等零收入",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36015",
        "INDUSTRY11-CAT-YC36015",
        "INDUSTRY11-IGNITION-HOME",
        "INDUSTRY11-IGNITION-LAUNCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为中小雇主提供健康福利经纪、续保及投保管理服务。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Health Insurance",
        "Insurance",
        "AI"
      ],
      "businessModel": "福利保险经纪；保险方支付，佣金合同、专业人力及平台成本待核"
    },
    {
      "id": "YC36016",
      "name": "Pomerado",
      "url": "https://www.ycombinator.com/companies/pomerado",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "将网站和旧系统变成托管API/MCP，供Agent接入并管理鉴权和权限。",
      "buyer": "Agent开发与企业系统集成团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "速度、价格、覆盖范围及自愈效果仅自述，本轮未打开所链接代码或独立复测；创始人过去F500项目不当当前公司客户或收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36016",
        "AGENT-CAT-YC36016"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：将网站和旧系统变成托管API/MCP，供Agent接入并管理鉴权和权限。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "Workflow Automation",
        "API",
        "AI"
      ],
      "businessModel": "网站接口生成、托管及连接设施，实际计费合同待核"
    },
    {
      "id": "YC36048",
      "name": "Archgen Labs",
      "url": "https://www.ycombinator.com/companies/archgen-labs",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "提供3D芯片布局、时序、热分析及布线等EDA工具。",
      "buyer": "3D芯片设计及半导体工程团队",
      "delivery": "已读YC当前主营及相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "从算力设施移芯片设计专业应用；GPU加速是工具实现。自述竞赛排名、热分析速度及GlobalFoundries合作未独立核，2027首次流片是目标，不能记已完成或收入。 成立及团队字段保留原YC快照，不等法律注册或最新雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36048",
        "C02-BOUNDARY-YC36048"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：提供3D芯片布局、时序、热分析及布线等EDA工具。 按主要买家与交付分类；compute/chip/computer-use关键词不直接等算力交付。",
      "directoryTags": [
        "Hardware",
        "Semiconductors",
        "AI"
      ],
      "businessModel": "专业EDA软件与协同研发；许可、项目与支持收费未核"
    },
    {
      "id": "YC36081",
      "name": "Polemos Industries",
      "url": "https://www.ycombinator.com/companies/polemos-industries",
      "cat": "C10",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：AI-guided ballistic missiles, cheap enough to field in numbers that…",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36081"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：制造AI制导弹道飞行器及发射系统，按实体航空防务产业归类。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Defense",
        "AI"
      ]
    },
    {
      "id": "YC36084",
      "name": "Covera",
      "url": "https://www.ycombinator.com/companies/covera",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "在保险代理AMS及邮箱中整理投保、报价、客户服务和续期。",
      "buyer": "独立财产意外保险代理机构",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "保留保险专业软件，团队审阅每项动作且记录责任险轨迹。五分钟报价、每周十小时和20%增单为自述，未核分母或独立效果；前Simio收购不归Covera收入。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36084",
        "INDUSTRY8-CAT-YC36084"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：在保险代理AMS及邮箱中整理投保、报价、客户服务和续期。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "AIOps",
        "SaaS",
        "B2B",
        "Insurance",
        "AI Assistant"
      ],
      "businessModel": "保险代理运营软件；账户、工作流、系统和人工审核成本待拆"
    },
    {
      "id": "YC36086",
      "name": "Hesper AI",
      "url": "https://www.ycombinator.com/companies/hesper-ai",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "New York City, NY",
      "business": "读取保险索赔资料、检查篡改和事实并整理调查案卷。",
      "buyer": "保险公司、MGA、TPA理赔及SIU团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "保留保险专业调查；audit-ready不等已审计，不据异常标记判定客户欺诈。准确率、误报、覆盖、人工责任及收费未知。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36086",
        "INDUSTRY8-CAT-YC36086"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：读取保险索赔资料、检查篡改和事实并整理调查案卷。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Insurance",
        "Fraud Detection",
        "AI"
      ],
      "businessModel": "保险调查软件；案件、数据核验及专业审核费待拆"
    },
    {
      "id": "YC36147",
      "name": "Reconero",
      "url": "https://www.ycombinator.com/companies/reconero",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "帮助执法人员整理报告、表格及行政分析。",
      "buyer": "执法机构行政与记录团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移行业工作；40%文书工时是问题描述，不代表已核节省，未独立核产品功能或合同。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36147",
        "ENTERPRISE3-CAT-YC36147"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：帮助执法人员整理报告、表格及行政分析。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "SaaS",
        "GovTech",
        "Data Visualization",
        "AI"
      ],
      "businessModel": "行业行政软件；机构、席位、文档和实施费待拆"
    },
    {
      "id": "YC36180",
      "name": "Vexo",
      "url": "https://www.ycombinator.com/companies/vexo",
      "cat": "C10",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "以持续收音腕带连接手机与个人代理，记录记忆并执行任务。",
      "buyer": "个人消费者及既有Agent使用者",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移实体设备，非单纯办公软件。官网199原文美元符号标价、12月2日起发货承诺且发货前可退款，不当已交付收入；演示39每月是客户幻灯片非Vexo订阅，健康感测非医疗验证。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "腕带原文$199、发货前可退款；12月2日发货承诺未实证，演示$39/月非其订阅标价，币种待核",
      "stage": "官网接受可退款预售，实际发货及付费留存待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36180",
        "ENTTAG2-CAT-YC36180",
        "ENTTAG2-VEXO-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：以持续收音腕带连接手机与个人代理，记录记忆并执行任务。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "AI-Enhanced Learning",
        "Hardware",
        "Productivity",
        "Conversational AI",
        "AI Assistant"
      ],
      "businessModel": "消费AI实体腕带；硬件、云服务、模型和潜在订阅需分别核"
    },
    {
      "id": "YC36181",
      "name": "Archangel Health",
      "url": "https://www.ycombinator.com/companies/archangel-health",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为医疗AI后训练和评估提供EHR环境、医生核验数据及基准。",
      "buyer": "前沿模型实验室、医疗AI企业及医疗系统",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "移模型训练设施，非直接诊疗或患者检测。去标识及医生核验是自述未独立审计，现采用不等合同金额；开源后训练是进一步方向，未验证临床安全或数据权利。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36181",
        "INDUSTRY11-CAT-YC36181"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为医疗AI后训练和评估提供EHR环境、医生核验数据及基准。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Health Tech"
      ],
      "businessModel": "医疗模型训练数据与RL环境；医生标注、数据授权、计算及服务费待拆"
    },
    {
      "id": "YC36213",
      "name": "Yam",
      "url": "https://www.ycombinator.com/companies/yam",
      "cat": "C09",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "让个人游玩或创建AI角色恋爱与互动故事。",
      "buyer": "个人互动叙事及恋爱模拟玩家",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "从创意工具移个人游戏；创建游戏是消费者功能，非企业创意软件证据。3小时每DAU是自述，无样本/期间，玩法/播放数非付费；20千Yam活动奖为虚拟额度非美元或收入，角色授权未核。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36213",
        "OTHERTAG2-CAT-YC36213",
        "OTHERTAG2-YAM-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：让个人游玩或创建AI角色恋爱与互动故事。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Generative AI",
        "Gaming",
        "Creator Economy"
      ],
      "businessModel": "消费互动游戏；模型、虚拟额度、订阅及创作者分成待拆"
    },
    {
      "id": "YC36279",
      "name": "Native",
      "url": "https://www.ycombinator.com/companies/native",
      "cat": "C06",
      "year": null,
      "team": 6,
      "location": "San Francisco",
      "business": "以内部Norn预测营销想法，并生成、安排及发布企业社交内容和广告。",
      "buyer": "中小企业及营销运营团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留营销应用；Norn是内部决策模型，API仍属后续方向，不当基础模型销售。官网三年前经营/转向与YC2026成立冲突；200万ARR口径及起算待核，不入同期。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "YC自述2026成立；官网旧经营/产品转向与该年冲突，成立口径待核",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "有公司自述经营金额，旧发布、现产品及实际合同待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36279",
        "SALES-CAT-YC36279",
        "SALES-HOME-06",
        "SALES-HOME-07",
        "SALES-HOME-08",
        "SALES-NATIVE-REGISTRY-GAP",
        "SALES-LAUNCH-NATIVE"
      ],
      "revenueStatus": "self",
      "profileOnly": false,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以内部Norn预测营销想法，并生成、安排及发布企业社交内容和广告。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "Machine Learning",
        "Social Media",
        "AI"
      ],
      "businessModel": "营销SaaS及企业服务，含预测模型；品牌、额度、实施与媒体支出待拆",
      "directoryOrigin": "yc-2025-2026",
      "entityBasis": "官网及条款Native AS组织号930324787与当前平台对应；官网回顾三年前经营并改变产品，YC自述2026。政府接口未取得，精确法律成立、新产品起算及其他主体未核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读产品与相关技术自述，未打开模型/源码、运行或独立复测，不把生成效果或自研模型宣传当独立成绩。",
        "evidenceIds": [
          "SALES-CAT-YC36279",
          "SALES-LAUNCH-NATIVE"
        ]
      }
    },
    {
      "id": "YC36345",
      "name": "Shire Intelligence",
      "url": "https://www.ycombinator.com/companies/shire-intelligence",
      "cat": "C07",
      "year": 2026,
      "team": 4,
      "location": "Myrtle Beach, SC",
      "business": "公司简介：Shire uses CCTV to run restaurants in real time.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36345"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：通过现有摄像头识别餐厅现场情况并提示服务人员，属于餐饮行业运营。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Deep Learning",
        "Food Tech"
      ]
    },
    {
      "id": "YC36346",
      "name": "Silica",
      "url": "https://www.ycombinator.com/companies/silica",
      "cat": "C10",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "制造可直接感受负载力矩的机器人执行器。",
      "buyer": "机器人及训练硬件团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "保留实体部件。发布60000以上unit是需求请求/预订而非已付费销量，官网2027年1月生产、发布2月样品待实证。增加10至15%成本和触觉能力为厂商自述，未来人形整机愿景与当前部件分开。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "当前只见预订请求表单，需后续确认细节；单价、押金/合同与真实发货未知，不能用6万需求推收入",
      "stage": "预订需求与未来生产阶段；官网2027年1月生产、发布2月样品，实际付款/交付待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36346",
        "OTHERTAG2-CAT-YC36346",
        "OTHERTAG2-SILICA-HOME",
        "OTHERTAG2-SILICA-LAUNCH"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：制造可直接感受负载力矩的机器人执行器。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Hardware",
        "Robotics",
        "Manufacturing"
      ],
      "businessModel": "实体机器人部件；制造、传感、交付、质保和集成费待拆"
    },
    {
      "id": "YC36347",
      "name": "Latent",
      "url": "https://www.ycombinator.com/companies/trylatent",
      "cat": "C03",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "监测和拦截模型错误输出，提供评分、复核队列与部署集成。",
      "buyer": "在生产中运行LLM的企业开发团队",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；已做主营分类人工复核，收入、定价和技术能力仍未逐一核验。自托管内部信号与API读出器路径不同；零额外延迟、低成本和准确率均未独立验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36347",
        "MODEL-CAT-YC36347"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：交付为模型输出验证和运行控制工具，归开发评估设施C03，不当基础模型研发。 分类为研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AI"
      ]
    },
    {
      "id": "YC36348",
      "name": "antimattr",
      "url": "https://www.ycombinator.com/companies/antimattr",
      "cat": "C10",
      "year": 2025,
      "team": 2,
      "location": "San Francisco",
      "business": "以指环和耳机采集语音、隔离噪声并控制个人代理。",
      "buyer": "个人消费者及知识工作者",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "从纯个人软件移实体设备。当前Project Mnemosyne标Q4-2026揭幕和early access预约，未核量产发货；首12个月不限使用不是永远免费或实际收入，四倍输入/完全隔音未独立测。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网early access预约、首12月不限使用；价款/押金、发货及未来订阅未核",
      "stage": "官网Q4-2026揭幕及early access预约，量产/发货和付费留存待核",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36348",
        "OTHERTAG2-CAT-YC36348",
        "OTHERTAG2-ANTI-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：以指环和耳机采集语音、隔离噪声并控制个人代理。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Hardware",
        "Consumer",
        "AI"
      ],
      "businessModel": "消费实体语音接口；硬件、语音服务及后续用量/订阅待拆"
    },
    {
      "id": "YC36378",
      "name": "Synara",
      "url": "https://www.ycombinator.com/companies/synara",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "经安防集成商提供AI视频筛查、人工核验及事件响应。",
      "buyer": "安防集成商及商业场地运营者",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、收入及能力待核。",
      "notes": "移安防专业服务，官网明确人工核验/语音干预和现有摄像头接入，非纯无人软件或自有硬件制造。白标渠道收入与Synara确认收入分开，示例和AI生成视频不是真实事件或效果证明。 原始成立及团队快照保留，主营复核不等财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36378",
        "ENTTAG2-CAT-YC36378",
        "ENTTAG2-SYNARA-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核企业通用原标签池：经安防集成商提供AI视频筛查、人工核验及事件响应。 按当前交付和买家区分通用工作、专业行业、模型/Agent设施、开发与实体设备；资料不足保留待分类。",
      "directoryTags": [
        "Deep Learning",
        "Security Orchestration, Automation and Response (SOAR)",
        "Monitoring"
      ],
      "businessModel": "安防专业监控服务；按月经常性方向、视频算力、人工值守及渠道分成待拆"
    },
    {
      "id": "YC36510",
      "name": "Preload",
      "url": "https://www.ycombinator.com/companies/preload",
      "cat": "C02",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "构建传感采集硬件栈以收集物理AI多模态训练数据。",
      "buyer": "物理AI及机器人训练团队",
      "delivery": "已读YC现主营及相关发布；选定官网/公开材料另列，实际合同、收费、财务及能力待独立核。",
      "notes": "从机器人移模型数据设施，当前自述仍在设计迭代ego/触觉/EMG采集栈；是否对外卖设备或数据未核，不把外科探索当医疗产品/获批。官网不可读，收入/交付留缺，创始人前雇主不归本公司规模。 原始发现、成立及团队快照保留，主营复核不等完整财务/技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36510",
        "OTHERTAG2-CAT-YC36510",
        "OTHERTAG2-PRELOAD-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核其余原标签池：构建传感采集硬件栈以收集物理AI多模态训练数据。 按现买家与交付区分实体、模型数据、Agent设施、行业、内容及个人应用；混合和资料缺项保留。",
      "directoryTags": [
        "Neurotechnology",
        "Robotics",
        "Robotic Surgery",
        "B2B",
        "AI"
      ],
      "businessModel": "训练数据/采集设施暂分类；设备、采集、数据交付及定制研究费用待拆"
    },
    {
      "id": "YC36576",
      "name": "Sutrix",
      "url": "https://www.ycombinator.com/companies/sutrix",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "在研究团队环境内整合病历和设备资料形成临床研究数据集。",
      "buyer": "医疗临床研究团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "保留医疗研究应用，当前交付非通用模型训练数据。10家以上机构付费采用不等10家公司ARR可估；80%节省未独立核，模糊案例人工复核，旧HSS700团队及Kairo退出不归Sutrix采用或营收。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36576",
        "INDUSTRY11-CAT-YC36576"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：在研究团队环境内整合病历和设备资料形成临床研究数据集。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "Healthcare",
        "Healthcare IT"
      ],
      "businessModel": "研究专业数据软件与实施；映射、接入、专业审核及部署成本待拆"
    },
    {
      "id": "YC36577",
      "name": "OpEra",
      "url": "https://www.ycombinator.com/companies/opera",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为工厂、仓库和车队定制规划、排班、库存及路径优化模型。",
      "buyer": "供应链及实体运营规划团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "保留供应链规划，输出计划而非交付自有机器人或通用基础模型。38%运费下降及其他客户效果未独立核，研究数据结果与上线回款分开，不作自身营收。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36577",
        "INDUSTRY8-CAT-YC36577"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为工厂、仓库和车队定制规划、排班、库存及路径优化模型。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Logistics",
        "Manufacturing",
        "Supply Chain",
        "Operations",
        "AI"
      ],
      "businessModel": "行业决策软件；优化模型、系统接入、实施和支持费用待拆"
    },
    {
      "id": "YC36643",
      "name": "Papaya",
      "url": "https://www.ycombinator.com/companies/papaya",
      "cat": "C03",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "分析生产代理追踪与代码，按预期影响排序并提出优化PR。",
      "buyer": "生产Agent工程团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "移Agent改进设施，旧分析Agent转型另记。用户批准后提PR与自动已部署分开，20%质量/30%延迟/年化节省是厂商范围主张；前其他YC公司千万ARR不归Papaya。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36643",
        "DEVTAG2-CAT-YC36643",
        "DEVTAG2-PAPAYA-HOME",
        "DEVTAG2-PAPAYA-OLD-ARR"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：分析生产代理追踪与代码，按预期影响排序并提出优化PR。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "AIOps",
        "Developer Tools",
        "B2B",
        "Enterprise Software",
        "AI"
      ],
      "businessModel": "Agent评估优化设施；追踪、分析、模型、代码接入及支持费待拆"
    },
    {
      "id": "YC36644",
      "name": "Vouch",
      "url": "https://www.ycombinator.com/companies/vouchwealth",
      "cat": "C09",
      "year": 2026,
      "team": null,
      "location": null,
      "business": "为印度个人用户整合资产、投资选择及税务规划。",
      "buyer": "印度中产个人财富管理用户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "移个人应用；行业财富增长不等Vouch资产或收入，官网无法读取。实际投资顾问/交易角色、托管、许可和税务效果待核，不据愿景认定自动资产管理已实现。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36644",
        "INDUSTRY8-CAT-YC36644",
        "INDUSTRY8-VOUCH-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为印度个人用户整合资产、投资选择及税务规划。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Fintech",
        "Consumer",
        "Consumer Finance"
      ],
      "businessModel": "个人财富应用；订阅、顾问、分销或交易收费待核"
    },
    {
      "id": "YC36741",
      "name": "Perit.AI",
      "url": "https://www.ycombinator.com/companies/peritai",
      "cat": "C02",
      "year": 2026,
      "team": 47,
      "location": "San Francisco",
      "business": "目录称提供专家主导数据及RL平台，当前具体产品资料缺项。",
      "buyer": "模型实验室，具体数据及行业买家待核",
      "delivery": "已读YC当前主营及相关发布；选定官网/模型材料另列，实际收费、合同和能力待核。",
      "notes": "保留模型供给暂分类，但YC长简介为空、未有附载发布，官网工具不可读。不把标签当技术实现、专家资历或实际合同证明，无法推收入为零。 原始成立及团队快照保留，分类复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36741",
        "MODELTAG-CAT-YC36741",
        "MODELTAG-PERIT-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核模型原标签池：目录称提供专家主导数据及RL平台，当前具体产品资料缺项。 按当前买家和交付区分模型研发、训练供给、应用设施和行业经营。",
      "directoryTags": [
        "Data Labeling"
      ],
      "businessModel": "训练数据与RL平台暂分类；专家、授权、环境及收费待核"
    },
    {
      "id": "YC36776",
      "name": "UXDuck",
      "url": "https://www.ycombinator.com/companies/uxduck",
      "cat": "C07",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "提供可适配多类无人载具的操作界面与任务软件。",
      "buyer": "无人载具开发及任务运营团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从实体载具移行业软件；模拟无人机演示不证明制造或售出载具，官网读取失败不当停业依据。实际AI使用、部署及商业合同待补。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36776",
        "C10-FULL-YC36776",
        "C10-CURRENT-HOME-YC36776"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：提供可适配多类无人载具的操作界面与任务软件。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Developer Tools",
        "Hardware",
        "AI"
      ],
      "businessModel": "行业操作界面软件；许可、部署及支持收费未核"
    },
    {
      "id": "YC36777",
      "name": "Sona8",
      "url": "https://www.ycombinator.com/companies/sona8",
      "cat": "C05",
      "year": 2026,
      "team": 5,
      "location": "San Francisco",
      "business": "用语音Agent访谈员工、整理流程问题，并支持跨部门比较与改进追踪。",
      "buyer": "咨询、企业转型、战略与企业发展团队",
      "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。",
      "notes": "按当前买家和访谈任务归企业工作；context layer/基础设施是后续方向，10000次访谈与签约咨询客户不等收入金额。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36777",
        "AGENT-CAT-YC36777"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：用语音Agent访谈员工、整理流程问题，并支持跨部门比较与改进追踪。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。",
      "directoryTags": [
        "HR Tech",
        "Infrastructure",
        "AI",
        "Conversational AI"
      ],
      "businessModel": "企业流程研究/访谈软件，定制服务与后续上下文设施收费待核"
    },
    {
      "id": "YC36840",
      "name": "Axonnic",
      "url": "https://www.ycombinator.com/companies/axonnic",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "使用可穿戴肌电传感袖采集技能动作数据，并支持训练及迁移机器人策略。",
      "buyer": "制造商及机器人模型实验室",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从机器人制造移训练数据设施；机器人不佩戴该袖，硬件是采数工具。官网意向书、试点与发布称袖套出货分别保留，付费试点自述无金额，不把意向当已确认收入。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36840",
        "C10-FULL-YC36840",
        "C10-CURRENT-HOME-YC36840"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：使用可穿戴肌电传感袖采集技能动作数据，并支持训练及迁移机器人策略。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Neurotechnology",
        "Robotics",
        "Data Labeling"
      ],
      "businessModel": "示范数据采集、策略训练和试点服务，含传感硬件；各项合同待拆"
    },
    {
      "id": "YC36908",
      "name": "RouterPlus",
      "url": "https://www.ycombinator.com/companies/routerplus",
      "cat": "C02",
      "year": 2026,
      "team": 3,
      "location": "Bengaluru, India",
      "business": "按客户真实流量选模型、汇集需求并让供应商竞争报价，提供统一推理API和备援。",
      "buyer": "生产AI产品及模型采购团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留推理设施；客户日消息量和峰值容量不是收入，创始人此前Trupeer 4M ARR不归RouterPlus，不能从使用量直接推ARR或利润。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36908",
        "C02-FULL-YC36908"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：按客户真实流量选模型、汇集需求并让供应商竞争报价，提供统一推理API和备援。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Developer Tools",
        "Marketplace",
        "B2B",
        "AI"
      ],
      "businessModel": "托管推理采购市场与路由服务；总交易额、供应商转付及平台净收费待拆"
    },
    {
      "id": "YC36940",
      "name": "Quippy",
      "url": "https://www.ycombinator.com/companies/quippy",
      "cat": "C09",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "为个人提供日常社交情境对话练习和逐句反馈。",
      "buyer": "个人沟通训练用户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，付费、交付和能力未独立核。",
      "notes": "移个人应用，非企业销售训练或已验证心理治疗。自适应课程和稳定改善是产品主张，未独立测效果，实际付费和留存仍缺。 原始成立及团队快照保留；主营复核不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36940",
        "INDUSTRY11-CAT-YC36940"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核原目录标签初分：为个人提供日常社交情境对话练习和逐句反馈。 按当前买家和交付区分企业工作、专业服务、个人应用与实体交付。",
      "directoryTags": [
        "AI-Enhanced Learning",
        "Social",
        "Health & Wellness"
      ],
      "businessModel": "个人练习应用；订阅、对话用量及支持费用待核"
    },
    {
      "id": "YC36972",
      "name": "Composal",
      "url": "https://www.ycombinator.com/companies/composal",
      "cat": "C04",
      "year": 2026,
      "team": 3,
      "location": "London, United Kingdom",
      "business": "让代理模拟用户尝试产品流程及边界以检验功能。",
      "buyer": "软件开发及产品验证团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "保留开发QA，不把代理测试App当训练基础模型。自愈软件工厂是愿景，目前验证为第一步；创始人Cosine旧经历不等现付费/能力，未运行实际产品。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36972",
        "DEVTAG2-CAT-YC36972"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：让代理模拟用户尝试产品流程及边界以检验功能。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "DevSecOps",
        "Cloud Computing",
        "AI"
      ],
      "businessModel": "应用测试软件；并发测试、浏览器、场景及支持费待核"
    },
    {
      "id": "YC36974",
      "name": "Epsilab",
      "url": "https://www.ycombinator.com/companies/epsilab-com",
      "cat": "C02",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "研发真实场景、长期工作流及多人交互的RL模拟环境与评测。",
      "buyer": "前沿模型训练及研究团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "暂保留模型训练设施；简介短，本轮无相关发布正文，主营具体交付、付费和技术有效性继续留缺，不按research lab宣传提高技术等级。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-36974",
        "C02-FULL-YC36974"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：研发真实场景、长期工作流及多人交互的RL模拟环境与评测。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "Machine Learning",
        "Reinforcement Learning",
        "B2B",
        "Data Labeling",
        "AI"
      ],
      "businessModel": "训练环境与评测研发；实际产品、许可及服务收费未核"
    },
    {
      "id": "YC37005",
      "name": "Verdun",
      "url": "https://www.ycombinator.com/companies/verdun",
      "cat": "C07",
      "year": 2026,
      "team": 6,
      "location": "Los Angeles, CA",
      "business": "通过AI视频预筛及人工操作员完成安防监控和升级调度。",
      "buyer": "场地安防客户及监控服务团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移行业监控服务；明确专业人工操作员，不当全无人SaaS。传统20分钟排队是问题陈述，不等现时响应实测或已确认安全保证。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37005",
        "ENTERPRISE3-CAT-YC37005"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：通过AI视频预筛及人工操作员完成安防监控和升级调度。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Machine Learning",
        "Computer Vision",
        "AI"
      ],
      "businessModel": "AI加人工安防监控服务；站点、视频、值守与响应成本待拆"
    },
    {
      "id": "YC37038",
      "name": "Caveman",
      "url": "https://www.ycombinator.com/companies/caveman",
      "cat": "C03",
      "year": 2026,
      "team": 1,
      "location": "Amsterdam, Netherlands",
      "business": "观察代理运行并试验成本及性能优化后部署有效变化。",
      "buyer": "Agent开发及运营团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "按短主营移Agent设施。网页工具不支持返回的Markdown，普通HTTP为403，未取得正文，不假定压缩算法、公开源码或保证不损精度，财务及效果待核。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37038",
        "DEVTAG2-CAT-YC37038",
        "DEVTAG2-CAVEMAN-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：观察代理运行并试验成本及性能优化后部署有效变化。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "Open Source",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "Agent优化设施暂分类；观测、验证、运行和支持费用待核"
    },
    {
      "id": "YC37071",
      "name": "Acyclic Labs",
      "url": "https://www.ycombinator.com/companies/acyclic",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "London, United Kingdom",
      "business": "公司简介：Agent swarms that make long-running tasks exponentially faster",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37071"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：提供并行Agent隔离、任务拆分和结果合并运行平台，属于Agent运行设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Swarm AI",
        "Open Source"
      ]
    },
    {
      "id": "YC37203",
      "name": "Volaren Inc.",
      "url": "https://www.ycombinator.com/companies/volaren-inc",
      "cat": "C09",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "为个人整合账户、解释组合变化并在所设限制内辅助投资行动。",
      "buyer": "个人投资者及部分基金用户",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "移个人应用；官网明确账户、余额和订单为示例，回测不等实盘回报，900用户/基金混合采用不作付费客户。交易与连接能力未运行核，许可、资金保管及收费待核。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网免费层无需卡；收费层、实际付费、交易及数据费用未知，演示交易预算不是套餐价格",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37203",
        "INDUSTRY8-CAT-YC37203",
        "INDUSTRY8-VOLAREN-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为个人整合账户、解释组合变化并在所设限制内辅助投资行动。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Fintech",
        "Finance",
        "Trading",
        "AI"
      ],
      "businessModel": "个人投资软件；免费层、订阅、数据或交易费用待核"
    },
    {
      "id": "YC37238",
      "name": "Terse",
      "url": "https://www.ycombinator.com/companies/useterse",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "New York City, NY",
      "business": "公司简介：Durable state for AI agents",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37238"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为多Agent协调与软件工厂提供基础设施，属于Agent开发运行设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "API",
        "Infrastructure",
        "AI"
      ]
    },
    {
      "id": "YC37273",
      "name": "Frontrunner",
      "url": "https://www.ycombinator.com/companies/frontrunner",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "让GTM团队构建并运行账户研究、外联、CRM更新及入站资格Agent。",
      "buyer": "增长工程、销售及收入运营团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留专业销售工作台；harness与Cursor比喻不单独决定通用开发分类。使用闭环、销售归因和客户管线不是公司收入。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37273",
        "SALES-CAT-YC37273"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：让GTM团队构建并运行账户研究、外联、CRM更新及入站资格Agent。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "Sales",
        "Marketing",
        "AI"
      ],
      "businessModel": "GTM专用Agent工作平台；许可、数据、模型及执行收费待拆"
    },
    {
      "id": "YC37274",
      "name": "Decent",
      "url": "https://www.ycombinator.com/companies/decent-com",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为小企业比较医疗保险方案并持续协调健康计划。",
      "buyer": "小企业雇主及福利团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "保留专业经纪，现运营者Decent Labs Inc.；官网明确创始人第二家同名公司，2026公告称新主体/团队，不仅凭旧品牌历史改年。旧4200万融资及客户节省不归现收入，客户免费不等无佣金。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "保险方、PEO或计划管理方支付佣金，部分可能含奖金；随公司/方案变化，无实际结算或统一费率，不因客户免费填零收入",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37274",
        "INDUSTRY8-CAT-YC37274",
        "INDUSTRY8-DECENT-HOME",
        "INDUSTRY8-DECENT-ABOUT",
        "INDUSTRY8-DECENT-TERMS",
        "INDUSTRY8-DECENT-NEW"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为小企业比较医疗保险方案并持续协调健康计划。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Fintech",
        "Health Tech",
        "B2B",
        "Health Insurance",
        "AI"
      ],
      "businessModel": "保险经纪；保险公司、PEO或计划方支付佣金及可能奖金，费率待核"
    },
    {
      "id": "YC37401",
      "name": "Theseus Robotics",
      "url": "https://www.ycombinator.com/companies/theseus-robotics",
      "cat": "C10",
      "year": 2026,
      "team": 7,
      "location": "Switzerland",
      "business": "开发用于零售补货、库存轮换及订单拣选的人形机器人系统。",
      "buyer": "超市及零售履约团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "移实体机器人，官网当前提供私下预览。预览入口不等大规模生产部署；昼夜作业、可靠性、安全、硬件所有权及实收待核。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37401",
        "INDUSTRY8-CAT-YC37401",
        "INDUSTRY8-THESEUS-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：开发用于零售补货、库存轮换及订单拣选的人形机器人系统。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Hard Tech",
        "Robotics",
        "Retail Tech"
      ],
      "businessModel": "机器人系统；设备、部署、运维及按工作收费待拆"
    },
    {
      "id": "YC37435",
      "name": "GrayPass",
      "url": "https://www.ycombinator.com/companies/graypass",
      "cat": "C05",
      "year": 2025,
      "team": 2,
      "location": "Toronto, Canada",
      "business": "公司简介：Verify the expected person is still in control before sensitive…",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37435"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：结合身份、设备和行为信号审批敏感操作，属于企业通用安全；Agent代办是应用场景之一。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Biometrics",
        "Identity",
        "Infrastructure"
      ]
    },
    {
      "id": "YC37467",
      "name": "Cyclon",
      "url": "https://www.ycombinator.com/companies/cyclon",
      "cat": "C09",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "研发以AI为界面、可执行手机及后台任务的手机系统体验。",
      "buyer": "个人手机及AI用户",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "暂保留消费者终端；不凭phone名认定自研量产硬件。简介短，真实系统能力、设备出货、主体和付费待核。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37467",
        "CONSUMER-CAT-YC37467"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：研发以AI为界面、可执行手机及后台任务的手机系统体验。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Hardware",
        "Consumer",
        "AI"
      ],
      "businessModel": "AI手机/系统应用；设备、软件与用量收费未披露"
    },
    {
      "id": "YC37533",
      "name": "HABU",
      "url": "https://www.ycombinator.com/companies/habu",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": "Phoenix, AZ",
      "business": "作为开发服务商为投资者选地、组织设计建造并交付出售住宅。",
      "buyer": "机构投资者及住宅开发资金方",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "移实体资产建设服务，内部OS非外售SaaS；自述不是长期房产持有者也不证明零资本或无担保。前3.1亿项目与行业1600亿投资排除现营收，速度、成本及风险改善未独立核。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37533",
        "INDUSTRY8-CAT-YC37533",
        "INDUSTRY8-HABU-ACCESS"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：作为开发服务商为投资者选地、组织设计建造并交付出售住宅。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Hard Tech",
        "Real Estate",
        "Housing"
      ],
      "businessModel": "实体地产开发服务；开发费、项目款、承包和专业成本待拆"
    },
    {
      "id": "YC37566",
      "name": "The Agentic Data Co.",
      "url": "https://www.ycombinator.com/companies/the-agentic-data-co",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "设计并采集用于语音模型训练的音频数据集。",
      "buyer": "语音模型训练团队",
      "delivery": "已读YC当前主营及所附相关发布；实际合同、交付和付费状态尚未独立核验。",
      "notes": "保留训练数据设施；简介短，无相关发布正文，合同、数据权利、客户与收入均待核，未把公司名称当已验证的完整业务能力。 成立及团队保留原YC快照；本轮不视为法律注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37566",
        "C02-FULL-YC37566"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：设计并采集用于语音模型训练的音频数据集。 按主要买家和当前交付分类；旧产品与现主营分别记录，模型训练数据与终端业务不按关键词混分。",
      "directoryTags": [
        "AI",
        "Conversational AI",
        "ML"
      ],
      "businessModel": "音频训练数据设计采集；许可、复用权及贡献者成本未核"
    },
    {
      "id": "YC37600",
      "name": "Redoubt Insurance",
      "url": "https://www.ycombinator.com/companies/redoubt-insurance",
      "cat": "C07",
      "year": 2026,
      "team": null,
      "location": "Salt Lake City, UT",
      "business": "为小企业提供商业保险代理服务。",
      "buyer": "小企业及商业投保需求方",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "短简介暂留保险代理，未明确自营承保。机器处理与经验学习为AI线索，实际授权、费率、AI任务及收入缺项保留；目录0人不当真的无人经营。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37600",
        "INDUSTRY8-CAT-YC37600"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为小企业提供商业保险代理服务。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Insurance",
        "AI"
      ],
      "businessModel": "保险代理服务；佣金、承保转付及人工服务费待核"
    },
    {
      "id": "YC37601",
      "name": "Lark",
      "url": "https://www.ycombinator.com/companies/lark-2",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为分销企业定制采购、预测、库存、销售及数据代理。",
      "buyer": "分销商及运营团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "保留分销全运营，销售只是模块，企业保留审批界限。首客户每周50小时节省为自述，未核实际工时、质量或收入，整运营代理目标不当全自动已实现。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37601",
        "INDUSTRY8-CAT-YC37601"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为分销企业定制采购、预测、库存、销售及数据代理。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "B2B",
        "Supply Chain",
        "AI"
      ],
      "businessModel": "分销运营软件加部署；连接、定制、权限和维护成本待拆"
    },
    {
      "id": "YC37602",
      "name": "Superserve",
      "url": "https://www.ycombinator.com/companies/superserve",
      "cat": "C03",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "公司简介：Virtual machines for autonomous agents",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37602"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：为Agent和强化学习环境提供可暂停及分叉的隔离虚拟机，属于Agent运行设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Cloud Computing",
        "Infrastructure",
        "AI"
      ]
    },
    {
      "id": "YC37698",
      "name": "Canos",
      "url": "https://www.ycombinator.com/companies/canos",
      "cat": "C07",
      "year": 2026,
      "team": null,
      "location": "Oxford, United Kingdom",
      "business": "公司简介：AI-powered blood test to detect cancer in dogs (and cats soon).",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37698"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：提供犬癌症血液检测和监测平台，属于兽医诊断；长简介未说明AI具体作用，AI资格仍待核验。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "Anti-Aging",
        "Diagnostics",
        "Biotechnology"
      ]
    },
    {
      "id": "YC37732",
      "name": "Hundred",
      "url": "https://www.ycombinator.com/companies/hundred",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "为消费电子制造商提供受控成像及自动外观缺陷检测系统。",
      "buyer": "电子零部件工厂及生产质量团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从个人应用移工业质量检测；consumer指下游电子产品。450亿美元缺陷损失与小于100微米能力自述不是收入或独立检测证据，未操作仪器。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37732",
        "CONSUMER-CAT-YC37732"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为消费电子制造商提供受控成像及自动外观缺陷检测系统。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Hard Tech",
        "Hardware",
        "Machine Learning",
        "Computer Vision",
        "Industrial"
      ],
      "businessModel": "工业检测设备、视觉软件和集成；设备、许可及维护合同待拆"
    },
    {
      "id": "YC37830",
      "name": "Tilo",
      "url": "https://www.ycombinator.com/companies/tilo",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "公司简介：A Linux-based, AI-native operating system.",
      "buyer": "本轮未逐一核验",
      "delivery": "公开YC公司资料；交付与付费使用待核验",
      "notes": "目录基础资料；业务分类已按官方业务介绍人工复核；AI能力仍待独立核验。收入、定价和技术能力未逐一核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37830"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：让应用导出动作供Agent通过MCP操作的协同操作系统，属于Agent执行设施。 分类是研究者判断，不代表独立验证技术或业绩。",
      "directoryTags": [
        "AIOps",
        "AI"
      ]
    },
    {
      "id": "YC37831",
      "name": "Kairos Health",
      "url": "https://www.ycombinator.com/companies/kairos-health",
      "cat": "C07",
      "year": 2026,
      "team": 4,
      "location": "San Francisco",
      "business": "在牙科诊所系统中处理患者召回预约、来电及保险核验。",
      "buyer": "牙科诊所及诊所集团",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "保留医疗患者运营，16地点不等付费客户；客户月产出增加20000未给币种，不当Kairos收入。179来电、46预约及终身折扣是历史发布自述，实际结果、价格与保险准确性待核。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37831",
        "INDUSTRY8-CAT-YC37831"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：在牙科诊所系统中处理患者召回预约、来电及保险核验。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "SaaS",
        "Health Tech",
        "Conversational AI"
      ],
      "businessModel": "医疗前台专业软件；地点、交互、系统接入及人工升级费待拆"
    },
    {
      "id": "YC37863",
      "name": "Kiwi",
      "url": "https://www.ycombinator.com/companies/kiwi",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为GTM团队维护数据、上下文、连接和技能，使Agent输出可追溯到SQL及快照。",
      "buyer": "销售数据、增长工程及GTM团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留销售数据任务；自我改进与SQL引用不等输出准确性已核。实际买家、数据权利、收费与外包人工比例待补。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37863",
        "SALES-CAT-YC37863"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为GTM团队维护数据、上下文、连接和技能，使Agent输出可追溯到SQL及快照。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "Collaboration",
        "AI"
      ],
      "businessModel": "GTM数据与Agent支持软件/实施；平台、数据仓库和连接费待拆"
    },
    {
      "id": "YC37896",
      "name": "Aucert",
      "url": "https://www.ycombinator.com/companies/aucert",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为移动应用执行功能、可访问性及应用商店政策测试。",
      "buyer": "移动软件开发和QA团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移软件开发验证；性能和安全测试仍为下一步，不当已交付能力。数小时完成为自述，未实际运行产品或核商店认可。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37896",
        "ENTERPRISE3-CAT-YC37896"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为移动应用执行功能、可访问性及应用商店政策测试。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "AI"
      ],
      "businessModel": "软件测试Agent平台；测试、设备运行、许可及服务费待拆"
    },
    {
      "id": "YC37995",
      "name": "Sintropix",
      "url": "https://www.ycombinator.com/companies/sintropix",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "Santiago, Chile",
      "business": "为多国LATAM企业提供财务ERP、对账、会计合并和AI问答。",
      "buyer": "跨国企业内部财务团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。",
      "notes": "按现官网移企业通用工作，非会计事务所执业的充分证明。首页420万ARR、现金、合同及Acme账目为产品界面示例，不作Sintropix收入；AI问答与会计判断、人审及实际合同待核。 原成立及团队快照保留；主营分类不等财务或技术审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37995",
        "INDUSTRY8-CAT-YC37995",
        "INDUSTRY8-SINTROPIX-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为多国LATAM企业提供财务ERP、对账、会计合并和AI问答。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。",
      "directoryTags": [
        "Fintech",
        "B2B",
        "AI"
      ],
      "businessModel": "通用企业财务软件及服务；多主体、连接、实施和会计支持成本待拆"
    },
    {
      "id": "YC37997",
      "name": "Phone Harness",
      "url": "https://www.ycombinator.com/companies/phone-harness",
      "cat": "C03",
      "year": 2026,
      "team": 1,
      "location": "San Francisco",
      "business": "让自带Agent控制本地或托管iPhone/Android的界面、输入及屏幕读取。",
      "buyer": "Agent开发者及多设备自动化团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从个人手机应用移Agent运行/控制设施；不是自研基础模型。已读官网链接仓库、许可证及源码入口，网页/raw缓存版本不一不拼成固定版本，未运行、授权设备或验证可靠性。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37997",
        "CONSUMER-CAT-YC37997",
        "CONSUMER-HOME-11",
        "CONSUMER-PHONE-REPO",
        "CONSUMER-PHONE-SOURCE",
        "CONSUMER-PHONE-LICENSE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：让自带Agent控制本地或托管iPhone/Android的界面、输入及屏幕读取。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "Open Source",
        "API",
        "Automation",
        "AI"
      ],
      "businessModel": "开放源码控制工具与托管手机服务；许可、会话及设备收费待拆",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-30",
        "summary": "官网直接链接的公开仓库、MIT许可证及helpers.py源码入口可读；网页与raw缓存可能不同版本，未钉commit、安装运行、接设备或独立复测，不认定可靠性/性能已验证。",
        "evidenceIds": [
          "CONSUMER-PHONE-REPO",
          "CONSUMER-PHONE-SOURCE",
          "CONSUMER-PHONE-LICENSE"
        ]
      }
    },
    {
      "id": "YC37998",
      "name": "Adside.ai",
      "url": "https://www.ycombinator.com/companies/adsideai",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "提供广告研究、素材、分析及投放Agent，并可由人工专家托管广告账户。",
      "buyer": "品牌、代理及付费营销团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、付费和交付尚未独立核验。",
      "notes": "保留营销；官网自助和人工管理双线，与旧纯AI代理发布分开。50每Demo是报价非已收收入，旧HireSweet400万/前公司出售/同行营收不归Adside。 团队仍为原YC快照；成立资料冲突另列，不把团队或融资规模视为审计。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "官网原文$290/品牌/月，年付折算190/月；人工托管10%广告费且最低3500/月。当前合同、币种及计费底表未核",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-37998",
        "SALES-CAT-YC37998",
        "SALES-HOME-02"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：提供广告研究、素材、分析及投放Agent，并可由人工专家托管广告账户。 按实际买家与交付分类；营销软件、人工代理、托管运营和创作工具标明模式，不等同质ARR。",
      "directoryTags": [
        "Swarm AI",
        "Marketing"
      ],
      "businessModel": "按品牌AI平台加人工托管服务；软件费、管理费与广告预算待拆"
    },
    {
      "id": "YC38061",
      "name": "Maritime",
      "url": "https://www.ycombinator.com/companies/maritime",
      "cat": "C03",
      "year": 2026,
      "team": 3,
      "location": "San Francisco",
      "business": "为每客户托管持久VM及代理运行、睡眠唤醒和管理。",
      "buyer": "面向用户销售Agent的产品团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "移Agent设施。现月套餐20/100/500/5000、机器和并发上限，不按计算分钟计费；约1每代理是套餐容量口径，实际满额、常开加20及资源增配影响成本，宣传规模非当前客户数。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "现月套餐原文20/100/500/5000及机器/并发限制；额外机器/内存/磁盘与常开20/月另收，套餐内不按计算分钟计",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-38061",
        "DEVTAG2-CAT-YC38061",
        "DEVTAG2-MARITIME-HOME",
        "DEVTAG2-MARITIME-PRICE"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：为每客户托管持久VM及代理运行、睡眠唤醒和管理。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "Cloud Computing",
        "Infrastructure"
      ],
      "businessModel": "Agent云套餐；机器数、并发、额外内存/磁盘、常开及支持费分开"
    },
    {
      "id": "YC38127",
      "name": "DeepMark",
      "url": "https://www.ycombinator.com/companies/deepmark",
      "cat": "C03",
      "year": 2025,
      "team": 5,
      "location": "San Francisco",
      "business": "在AI语音中嵌入可读身份标记，并解析到可验证身份记录。",
      "buyer": "语音Agent、银行及呼叫系统开发团队",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从个人应用移身份设施；音频是身份载体而非创作产品。水印跨电话存活和防冒充能力自述未独立测试，认证记录与财务审计无关。 成立及团队保留原YC快照，不当法律注册或当前人数核验。",
      "cohort": "2025年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-38127",
        "CONSUMER-CAT-YC38127"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：在AI语音中嵌入可读身份标记，并解析到可验证身份记录。 按买家和交付分类；consumer/design/audio等词不单独代表个人应用或创意服务。",
      "directoryTags": [
        "B2B",
        "Cybersecurity"
      ],
      "businessModel": "AI语音身份验证设施；API、许可与服务收费未核"
    },
    {
      "id": "YC38226",
      "name": "Wondersearch",
      "url": "https://www.ycombinator.com/companies/wondersearch",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "通过自研搜索模型与API/MCP为Agent提供语义数据检索。",
      "buyer": "Agent及AI产品开发团队",
      "delivery": "已读YC当前主营及相关发布节选；选定官网另列证据。实际交付、合同、财务与效果未独立核。",
      "notes": "移Agent检索设施，Evokoa Inc.为公开描述运营者，法律登记待核。自研模型是检索实现，未据此归基础模型；无embedding/摄取主张及无限数据范围未复测。 成立及团队为原YC快照，除有明确冲突另记；主营复核不等财务审计或独立技术测试。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-38226",
        "ENTERPRISE3-CAT-YC38226"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：通过自研搜索模型与API/MCP为Agent提供语义数据检索。 按当前买家和具体交付分类，短简介和业务转型边界保留缺项。",
      "directoryTags": [
        "Developer Tools",
        "Infrastructure",
        "AI"
      ],
      "businessModel": "托管搜索接口，按查询收费；数据、模型和服务成本待拆"
    },
    {
      "id": "YC38391",
      "name": "Boxes.dev",
      "url": "https://www.ycombinator.com/companies/boxesdev",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "提供并行云电脑运行编码Agent，并从桌面、手机及工具入口管理会话。",
      "buyer": "编码Agent使用者及工程团队",
      "delivery": "已读YC当前简介及相关发布节选；实际产品、合同和付费状态尚未独立核验。",
      "notes": "从编程应用移Agent运行设施；提供运行环境不等自研编码模型。无限并行与自带订阅须核实际配额及合同，使用量、收入及GPU资产未知。 成立及团队字段保留原YC快照，不等注册或最新人数核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-38391",
        "C04-CAT-YC38391"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：提供并行云电脑运行编码Agent，并从桌面、手机及工具入口管理会话。 按产出、买家和交付分类；编码、IDE或自研模型等标签不单独决定业务类目。",
      "directoryTags": [
        "Developer Tools",
        "B2B",
        "AI"
      ],
      "businessModel": "托管Agent计算环境与调度；云资源、订阅和自带模型费用待拆"
    },
    {
      "id": "YC38492",
      "name": "Mantle",
      "url": "https://www.ycombinator.com/companies/mantle-2",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "为设备及机器人制造商直接提供部署、维修和维护的现场服务。",
      "buyer": "设备及机器人制造商",
      "delivery": "已读YC当前主营及相关发布节选；实际合同、交付和付费尚未独立核验。",
      "notes": "从机器人制造移专业运维服务；当前简介明确非软件或市场平台，AI是否为交付核心待补证。5000亿美元行业维护支出不是Mantle收入，未提供官网线索。 成立及团队字段保留原YC快照，不等注册或当前雇员核验。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-38492",
        "C10-FULL-YC38492"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布节选：为设备及机器人制造商直接提供部署、维修和维护的现场服务。 按当前实体产出、买家及交付分类；数据、评测、模型和现场服务不因robotics名称直接当机器人制造。",
      "directoryTags": [
        "Hardware",
        "Robotics",
        "AI",
        "Industrial"
      ],
      "businessModel": "实体现场运维服务，人员与备件成本为关键；合同及收费未核"
    },
    {
      "id": "YC38953",
      "name": "Spacesheep",
      "url": "https://www.ycombinator.com/companies/spacesheep",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "San Francisco",
      "business": "将代理输出变为团队可协作的文档、图表、仪表板及内部应用。",
      "buyer": "企业知识工作及协作团队",
      "delivery": "已读YC当前主营及相关发布；选定官网及公开材料另列，财务、实际能力和付费待核。",
      "notes": "移企业协作，不因可生成应用就只归编码工具。示例CRM目标25万、研究时间和收益不当公司营收；YC一年团队赠送不是付费，实时协作/语义检索未独立核。 原始成立及团队字段保留；主营复核不等完整财务或技术验证。",
      "cohort": "2026年成立",
      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
      "price": "本轮未逐一核验",
      "stage": "目录公开，商业成熟度待核验",
      "sourceType": "YC官方页面中的公司自述",
      "evidenceIds": [
        "YC-E-38953",
        "DEVTAG2-CAT-YC38953",
        "DEVTAG2-SPACE-HOME"
      ],
      "revenueStatus": "unknown",
      "profileOnly": true,
      "classificationBasis": "2026-10-31人工复核软件开发原标签池：将代理输出变为团队可协作的文档、图表、仪表板及内部应用。 按当前买家和交付区分软件验证、模型计算、Agent设施和协作工作。",
      "directoryTags": [
        "Developer Tools",
        "Generative AI",
        "Consumer",
        "Productivity",
        "Collaboration"
      ],
      "businessModel": "通用协作工作软件；成员、存储、生成、实时数据及支持费待核"
    },
    {
      "id": "MR001",
      "name": "Boothie",
      "url": "https://trustmrr.com/startup/boothie",
      "cat": "C08",
      "year": 2026,
      "team": null,
      "location": "土耳其",
      "business": "自拍风格转换与AI照片生成",
      "buyer": "个人用户",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2026-06创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2026年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "免费编辑＋订阅及积分包；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-boothie",
        "MR-METHOD"
      ],
      "revenueStatus": "platform",
      "businessModel": "消费者订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR002",
      "name": "White Glove Content",
      "url": "https://trustmrr.com/startup/white-glove-content",
      "cat": "C08",
      "year": 2026,
      "team": null,
      "location": "美国",
      "business": "按订阅交付脚本、配音、剪辑及缩略图成品",
      "buyer": "创作者与品牌",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2026-04创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2026年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "按月/年订阅，交付成品视频；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-white-glove-content",
        "MR-METHOD"
      ],
      "revenueStatus": "platform",
      "businessModel": "内容制作服务",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR003",
      "name": "Speel.co",
      "url": "https://trustmrr.com/startup/speel-co",
      "cat": "C08",
      "year": 2025,
      "team": null,
      "location": "法国",
      "business": "生成用于广告和社交媒体的UGC风格视频与图片",
      "buyer": "品牌与代理机构",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2025-08创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2025年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "分档月订阅；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-speel-co",
        "MR-METHOD"
      ],
      "revenueStatus": "platform",
      "businessModel": "软件订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR004",
      "name": "Laper",
      "url": "https://trustmrr.com/startup/laper",
      "cat": "C08",
      "year": 2025,
      "team": null,
      "location": "中国香港",
      "business": "编剧、分镜与视觉叙事工作软件",
      "buyer": "编剧、导演与分镜师",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2025-09创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2025年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "订阅，当前官网套餐未核验；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-laper",
        "MR-METHOD"
      ],
      "revenueStatus": "platform",
      "businessModel": "软件订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR005",
      "name": "GETebook.ai",
      "url": "https://trustmrr.com/startup/getebook-ai",
      "cat": "C08",
      "year": 2025,
      "team": null,
      "location": "罗马尼亚",
      "business": "生成电子书内容、封面及排版并导出",
      "buyer": "作者、创作者与营销人员",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2025-07创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2025年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "平台资料称订阅起价29美元/月；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-getebook-ai",
        "MR-METHOD"
      ],
      "revenueStatus": "platform",
      "businessModel": "软件订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR006",
      "name": "TrackAI",
      "url": "https://trustmrr.com/startup/trackai",
      "cat": "C09",
      "year": 2025,
      "team": null,
      "location": "波兰",
      "business": "照片识别食物并记录热量与营养",
      "buyer": "个人用户",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2025-06创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2025年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "免费＋周/月/年订阅；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-trackai",
        "MR-METHOD"
      ],
      "revenueStatus": "platform",
      "businessModel": "消费者订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR007",
      "name": "nutrIA（Nutria Inc）",
      "url": "https://trustmrr.com/startup/nutria",
      "cat": "C09",
      "year": 2025,
      "team": null,
      "location": "智利",
      "business": "饮食识别、营养记录与习惯反馈",
      "buyer": "个人用户",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2025-04创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2025年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "免费＋应用内购买；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-nutria",
        "MR-METHOD",
        "MR-APP-NUTRIA"
      ],
      "revenueStatus": "platform",
      "businessModel": "消费者订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR008",
      "name": "Calyra（平台名Nutria 9e3eaa）",
      "url": "https://trustmrr.com/startup/nutria-9e3eaa",
      "cat": "C09",
      "year": 2025,
      "team": null,
      "location": null,
      "business": "AI热量与营养记录",
      "buyer": "个人用户",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2025-07创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2025年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "免费＋应用内购买；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-nutria-9e3eaa",
        "MR-METHOD",
        "MR-APP-CALYRA"
      ],
      "revenueStatus": "platform",
      "businessModel": "消费者订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR009",
      "name": "Verbi",
      "url": "https://trustmrr.com/startup/verbi",
      "cat": "C09",
      "year": 2026,
      "team": null,
      "location": "加拿大",
      "business": "AI语言对话练习",
      "buyer": "个人学习者",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2026-04创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2026年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "免费＋应用内购买；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-verbi",
        "MR-METHOD"
      ],
      "revenueStatus": "platform",
      "businessModel": "消费者订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR010",
      "name": "AbMaxx",
      "url": "https://trustmrr.com/startup/abmaxx",
      "cat": "C09",
      "year": 2026,
      "team": null,
      "location": null,
      "business": "AI体态分析与健身计划",
      "buyer": "个人用户",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2026-03创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2026年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "订阅与应用内购买；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-abmaxx",
        "MR-METHOD"
      ],
      "revenueStatus": "platform",
      "businessModel": "消费者订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR011",
      "name": "traxy.ai",
      "url": "https://trustmrr.com/startup/traxy-ai",
      "cat": "C06",
      "year": 2026,
      "team": null,
      "location": "美国",
      "business": "用社交监听发现销售线索",
      "buyer": "B2B销售团队",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2026-01创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2026年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "平台资料称Pro149美元/月，企业询价；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-traxy-ai",
        "MR-METHOD"
      ],
      "revenueStatus": "platform",
      "businessModel": "软件订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR012",
      "name": "NotFair",
      "url": "https://trustmrr.com/startup/notfair",
      "cat": "C06",
      "year": 2026,
      "team": null,
      "location": "美国",
      "business": "AI广告账户分析与经授权执行优化",
      "buyer": "企业与代理机构",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2026-04创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2026年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "免费层＋付费订阅；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-notfair",
        "MR-METHOD"
      ],
      "revenueStatus": "platform",
      "businessModel": "软件订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR013",
      "name": "Adspirer",
      "url": "https://trustmrr.com/startup/adspirer",
      "cat": "C06",
      "year": 2026,
      "team": null,
      "location": "美国",
      "business": "通过对话管理广告投放",
      "buyer": "企业与代理机构",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2026-01创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2026年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "免费层＋分档年订阅；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-adspirer",
        "MR-METHOD"
      ],
      "revenueStatus": "platform",
      "businessModel": "软件订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR014",
      "name": "PROSP",
      "url": "https://trustmrr.com/startup/prosp",
      "cat": "C06",
      "year": 2025,
      "team": null,
      "location": "法国",
      "business": "AI辅助LinkedIn外联",
      "buyer": "销售团队与代理机构",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2025-08创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2025年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "分档月订阅；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-prosp",
        "MR-METHOD"
      ],
      "revenueStatus": "platform",
      "businessModel": "软件订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR015",
      "name": "Rank Prompt",
      "url": "https://trustmrr.com/startup/rank-prompt",
      "cat": "C06",
      "year": 2025,
      "team": null,
      "location": "美国",
      "business": "监测与改善品牌在AI搜索中的可见度",
      "buyer": "团队与代理机构",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2025-05创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2025年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "免费报告＋分档订阅；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-rank-prompt",
        "MR-METHOD"
      ],
      "revenueStatus": "platform",
      "businessModel": "软件订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "MR016",
      "name": "ChatSEO",
      "url": "https://trustmrr.com/startup/chatseo",
      "cat": "C06",
      "year": 2025,
      "team": null,
      "location": "法国",
      "business": "AI辅助SEO分析与优化建议",
      "buyer": "网站经营者与SEO团队",
      "delivery": "平台记录存在付费订阅；效果与留存未独立验证",
      "notes": "产品/业务样本，法律主体未核验。平台资料称2025-11创立，非工商确认日期。简介、定价、人数与利润可能由经营者填写；支付连接只为收入指标提供交叉信号。",
      "cohort": "2025年创立（平台资料）",
      "teamBasis": "本轮未将平台人数范围或经营者自述转换成精确员工数",
      "price": "免费体验＋订阅，官网价格待核验；仅平台资料，不代表已核验当期官网价格",
      "stage": "平台有支付数据，商业效果与成本待核验",
      "sourceType": "平台支付连接指标＋经营者可编辑简介",
      "evidenceIds": [
        "MR-E-chatseo",
        "MR-METHOD"
      ],
      "revenueStatus": "platform",
      "businessModel": "软件订阅",
      "entityBasis": "产品或业务，法律主体未核验"
    },
    {
      "id": "AI059",
      "name": "Runable",
      "url": "https://runable.com/about",
      "cat": "C05",
      "year": 2025,
      "team": 15,
      "location": "Bengaluru, India",
      "business": "面向小企业的一体化Agent，生成网站及内容并辅助营销和日常运营。",
      "buyer": "小企业经营者、个人经营者；官网定位，实际客户构成待核验",
      "delivery": "公开网页产品与免费/付费计划；未进行独立端到端任务测试",
      "notes": "官网历史ARR里程碑不等于8月或10月当前ARR；融资、用户及收入分开记录。技术与投放能力未经独立测试。",
      "cohort": "2025年成立；投资机构称2026年3月推出通用Agent",
      "teamBasis": "2026-08-26公司公告自述15人；不代表当前人数",
      "price": "免费入口与Pro/Max付费计划，按月提供credits；页面价格数字动画抽取不可靠，本轮不记录精确价格",
      "stage": "公开产品及付费计划；留存和单位经济未核验",
      "sourceType": "公司自述、投资机构资料及原始采访",
      "evidenceIds": [
        "RUN-ABOUT",
        "RUN-ANN",
        "RUN-INV",
        "RUN-PRICE",
        "RUN-MARGIN"
      ],
      "revenueStatus": "self",
      "businessModel": "订阅与用量额度",
      "entityBasis": "公司品牌；注册实体及地区登记尚未核验",
      "classificationBasis": "公司定位为小企业综合经营平台，主类C05；营销和内容生成为次级功能。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读取综合Agent产品说明；未独立执行网站、营销及运营任务，不将产品宣传当作测试结果。",
        "evidenceIds": [
          "RUN-ANN"
        ]
      }
    },
    {
      "id": "AI060",
      "name": "风火轮萤图（ThinkWheel）",
      "url": "https://thinkwheel.net/about",
      "cat": "C10",
      "year": 2025,
      "team": null,
      "location": "中国上海",
      "business": "主动交互具身智能大脑与智能硬件，面向家庭陪伴及机器人厂商。",
      "buyer": "据官方产品定位，实际客户构成未核验",
      "delivery": "公司展示具身平台与家庭陪伴产品；规模化与性能为自述",
      "notes": "成立年取自官网，未核验登记原件；收入、实际交付量和团队人数未知。",
      "cohort": "官网自述2025-03-31成立",
      "teamBasis": null,
      "price": "本轮未找到可可靠入表的公开统一价格",
      "stage": "公开产品/研发资料；商业交付效果未独立核验",
      "sourceType": "公司官方资料；部分成立信息为二手工商资料",
      "evidenceIds": [
        "CN-TW"
      ],
      "revenueStatus": "unknown",
      "businessModel": "具身平台与硬件；收入结构待核",
      "entityBasis": "品牌与注册实体对应关系见证据限制；未独立核验登记原件",
      "classificationBasis": "按官方主营描述人工归类；不构成技术水平排名。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读取主动交互具身平台介绍；未独立测试感知、决策或硬件可靠性。",
        "evidenceIds": [
          "CN-TW"
        ]
      }
    },
    {
      "id": "AI061",
      "name": "NaiveAI（北京智衍慧生）",
      "url": "https://naive.ai/en/",
      "cat": "C01",
      "year": 2026,
      "team": null,
      "location": "中国北京（资料登记地）",
      "business": "开放权重模型与模型研发自动化；官方发布Naive-N0.5-Flash研究说明。",
      "buyer": "据官方产品定位，实际客户构成未核验",
      "delivery": "官网提供模型权重及API入口；未独立部署或复测",
      "notes": "与AI003 YC Naïve分开：域名、产品和团队不同；官网模型发布比二手目录中未发布的描述更新，融资不作为收入。",
      "cohort": "2026年成立暂据投资界二手工商资料；精确登记待核",
      "teamBasis": null,
      "price": "研究公告列出拟提供API的token价格；实际计费和调用可用性未测试",
      "stage": "公开产品/研发资料；商业交付效果未独立核验",
      "sourceType": "公司官方资料；部分成立信息为二手工商资料",
      "evidenceIds": [
        "CN-NAIVE-MODEL",
        "CN-NAIVE-REG",
        "TECH-NAIVE-HF"
      ],
      "revenueStatus": "unknown",
      "businessModel": "开放权重与API；实际付费收入未知",
      "entityBasis": "品牌与注册实体对应关系见证据限制；未独立核验登记原件",
      "classificationBasis": "按官方主营描述人工归类；不构成技术水平排名。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-30",
        "summary": "已打开官方链接指向的模型卡，查看架构、部署和许可证说明；未下载权重或运行推理，基准结果仍为开发方自报。",
        "evidenceIds": [
          "TECH-NAIVE-HF"
        ]
      }
    },
    {
      "id": "AI062",
      "name": "MiroMind（AI研发与MiroThinker）",
      "url": "https://www.miromind.ai/",
      "cat": "C03",
      "year": null,
      "team": null,
      "location": null,
      "business": "开放深度研究Agent框架与推理产品，提供MiroThinker服务。",
      "buyer": "据官方产品定位，实际客户构成未核验",
      "delivery": "2025年官方研发记录，现有公开网页产品及定价入口；未独立性能测试",
      "notes": "仅据日期证明当时已公开研发，不认定首次发布或注册日期；不与miromind.com SEO机构或搜索所得同名个体户自动合并。",
      "cohort": "2025年已有公开研发记录；公司成立年未核，不计入成立年分组",
      "teamBasis": null,
      "price": "Pro月付19美元、一次性额度包4.99美元；2026-10-30公开定价快照",
      "stage": "公开产品/研发资料；商业交付效果未独立核验",
      "sourceType": "公司官方资料；部分成立信息为二手工商资料",
      "evidenceIds": [
        "CN-MIRO-2025",
        "CN-MIRO-PRICE",
        "TECH-MIRO-CODE"
      ],
      "revenueStatus": "unknown",
      "businessModel": "订阅与一次性额度包",
      "entityBasis": "品牌与注册实体对应关系见证据限制；未独立核验登记原件",
      "classificationBasis": "按官方主营描述人工归类；不构成技术水平排名。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-30",
        "summary": "已打开官方MiroFlow仓库，查看源码目录、配置及部署说明；未运行Agent或复现榜单，代码存在不代表端到端任务可靠。",
        "evidenceIds": [
          "TECH-MIRO-CODE"
        ]
      }
    },
    {
      "id": "AI063",
      "name": "Proper Motion",
      "url": "https://speedrun.a16z.com/companies/proper-motion",
      "cat": "C03",
      "year": 2025,
      "team": 3,
      "location": "San Francisco, California",
      "business": "将运行交互转为学习信号的持续学习Agent基础设施",
      "buyer": "Agent开发企业",
      "delivery": "嵌入客户团队、代码库和路线图，学习stack归客户基础设施；high-touch工程合作",
      "notes": "私测三周ARR超过27万（原文$）；另有200万管线，非收入；原文仅给$符号或七位数，不将币种和时点补成已验证信息。",
      "cohort": "2025年成立（投资机构名录）",
      "teamBasis": "Speedrun Employees字段；2026-10-30访问，业务截至日未知",
      "price": "费用、期长和续订/取消依订单，无可读实价",
      "stage": "公开官网与交付/条款可读；原有自述收入保留，合同、留存和实际技术效果未独立核。",
      "sourceType": "a16z Speedrun投资机构资料中的公司自述",
      "evidenceIds": [
        "SR-E-proper-motion",
        "SR007F10-P-AI063",
        "SR007F10-PROPER-HOME",
        "SR007F10-PROPER-TERMS"
      ],
      "revenueStatus": "self",
      "classificationBasis": "按官方名录主营业务人工归类；行业标签不等于技术能力验证。",
      "businessModel": "持续学习平台＋嵌入式工程交付，许可/集成/反馈与评估/模型及维护成本需分开，不能凭ARR标签认纯自助SaaS",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读投资方档案和当前官网/可读条款；内部基准、模型/Agent口号、界面结果不当独立测，未执行外部软件或安全测试。",
        "evidenceIds": [
          "SR007F10-P-AI063",
          "SR007F10-PROPER-HOME",
          "SR007F10-PROPER-TERMS"
        ]
      },
      "entityBasis": "GAIA REAL ESTATE AI INC. DBA Proper Motion条款自述，Virgo产品关系及独立登记未核"
    },
    {
      "id": "AI064",
      "name": "Cluster",
      "url": "https://speedrun.a16z.com/companies/cluster",
      "cat": "C06",
      "year": 2026,
      "team": 3,
      "location": "New York, New York",
      "business": "以MCP整合GTM工具供Agent执行客户增长任务",
      "buyer": "AI原生企业及GTM团队",
      "delivery": "GTM数据/MCP/CLI与外联工作流，试用/客户推荐语；内部任务基准未独立核",
      "notes": "前11周ARR超过26万（原文$）；客户销售管线成果非本公司收入；原文仅给$符号或七位数，不将币种和时点补成已验证信息。",
      "cohort": "2026年成立（投资机构名录）",
      "teamBasis": "Speedrun Employees字段；2026-10-30访问，业务截至日未知",
      "price": "未取得具体价表；订单包含约定用量费，第三方账户费用另循条款",
      "stage": "公开官网与交付/条款可读；原有自述收入保留，合同、留存和实际技术效果未独立核。",
      "sourceType": "a16z Speedrun投资机构资料中的公司自述",
      "evidenceIds": [
        "SR-E-cluster",
        "SR007F10-P-AI064",
        "SR007F10-CLUSTER-HOME",
        "SR007F10-CLUSTER-TERMS"
      ],
      "revenueStatus": "self",
      "classificationBasis": "按官方名录主营业务人工归类；行业标签不等于技术能力验证。",
      "businessModel": "GTM工具设施，按订单订阅/约定用量；数据供应、第三方账户、外联和礼物成本与厂商净费分开",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读投资方档案和当前官网/可读条款；内部基准、模型/Agent口号、界面结果不当独立测，未执行外部软件或安全测试。",
        "evidenceIds": [
          "SR007F10-P-AI064",
          "SR007F10-CLUSTER-HOME",
          "SR007F10-CLUSTER-TERMS"
        ]
      },
      "entityBasis": "Cluster Software Inc. Delaware条款自述，独立登记未核"
    },
    {
      "id": "AI065",
      "name": "Codos",
      "url": "https://speedrun.a16z.com/companies/codos",
      "cat": "C05",
      "year": 2026,
      "team": 5,
      "location": "San Francisco, California",
      "business": "结合实施与Agent平台自动化企业运营",
      "buyer": "上市及私募控股企业",
      "delivery": "30日试点后持续月度合作，明确驻场工程师部署公司brain并与客户建设内部能力",
      "notes": "仅称七位数live ARR；1000万以上客户经营影响非本公司收入；原文仅给$符号或七位数，不将币种和时点补成已验证信息。",
      "cohort": "2026年成立（投资机构名录）",
      "teamBasis": "Speedrun Employees字段；2026-10-30访问，业务截至日未知",
      "price": "未披露具体费率；30日试点及后续月合作，实际验收与订单未核",
      "stage": "公开官网与交付/条款可读；原有自述收入保留，合同、留存和实际技术效果未独立核。",
      "sourceType": "a16z Speedrun投资机构资料中的公司自述",
      "evidenceIds": [
        "SR-E-codos",
        "SR007F10-P-AI065",
        "SR007F10-CODOS-HOME"
      ],
      "revenueStatus": "self",
      "classificationBasis": "按官方名录主营业务人工归类；行业标签不等于技术能力验证。",
      "businessModel": "企业AI转型软件＋FDE实施及持续月度合作，工程师/访谈/集成/模型与维护工时需拆，不按纯软件利润推算",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读投资方档案和当前官网/可读条款；内部基准、模型/Agent口号、界面结果不当独立测，未执行外部软件或安全测试。",
        "evidenceIds": [
          "SR007F10-P-AI065",
          "SR007F10-CODOS-HOME"
        ]
      }
    },
    {
      "id": "AI066",
      "name": "Variant",
      "url": "https://speedrun.a16z.com/companies/variant-now",
      "cat": "C06",
      "year": 2025,
      "team": 6,
      "location": "Tel Aviv-Yafo, Israel",
      "business": "实时调整网站内容与体验，面向转化和品牌增长",
      "buyer": "品牌与电商运营团队",
      "delivery": "投资机构公开资料中的经营声明；未测试实际产品或查阅合同",
      "notes": "标题60万ARR，正文50万ARR；未标各自时点，不能认定哪个更新；原文仅给$符号或七位数，不将币种和时点补成已验证信息。",
      "cohort": "2025年成立（投资机构名录）",
      "teamBasis": "Speedrun Employees字段；2026-10-30访问，业务截至日未知",
      "price": "本轮未核验实际收费套餐",
      "stage": "存在自述收入声明；商业交付与留存未独立核验",
      "sourceType": "a16z Speedrun投资机构资料中的公司自述",
      "evidenceIds": [
        "SR-E-variant-now"
      ],
      "revenueStatus": "self",
      "classificationBasis": "按官方名录主营业务人工归类；行业标签不等于技术能力验证。",
      "businessModel": "收费与交付结构待进一步核验"
    },
    {
      "id": "AI067",
      "name": "Abliteration.ai",
      "url": "https://abliteration.ai/",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "Palo Alto, California",
      "business": "提供衍生托管模型API、策略治理网关与训练数据生成访问。",
      "buyer": "安全专业人员与Agent测试团队",
      "delivery": "模型API月用量额度/充值，企业容量/SLA另约；未调用模型或测试功能",
      "notes": "标题称700万ARR，正文称超过700万run rate，定义待核；原文仅给$符号或七位数，不将币种和时点补成已验证信息。",
      "cohort": "2026年成立（投资机构名录）",
      "teamBasis": "Speedrun Employees字段；2026-10-30访问，业务截至日未知",
      "price": "原$20/50/200月套餐含等额用量额度及折扣，预付充值独立；模型费明确USD/百万token分输入、缓存和输出，搜索另计",
      "stage": "公开官网与交付/条款可读；原有自述收入保留，合同、留存和实际技术效果未独立核。",
      "sourceType": "a16z Speedrun投资机构资料中的公司自述",
      "evidenceIds": [
        "SR-E-abliteration",
        "SR007F10-P-AI067",
        "SR007F10-ABLITERATION-HOME",
        "SR007F10-ABLITERATION-PRICE"
      ],
      "revenueStatus": "self",
      "classificationBasis": "按当前衍生模型托管/API、网关和数据服务归C02；无独立自研通用基础模型证据，不因名录模型标签归C01",
      "businessModel": "托管模型/API消费，月额度套餐＋独立预付充值；输入/缓存/输出与搜索分别计费，算力/安全治理/支持成本待核",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读投资方档案和当前官网/可读条款；内部基准、模型/Agent口号、界面结果不当独立测，未执行外部软件或安全测试。",
        "evidenceIds": [
          "SR007F10-P-AI067",
          "SR007F10-ABLITERATION-HOME",
          "SR007F10-ABLITERATION-PRICE"
        ]
      },
      "entityBasis": "Abliteration AI, Inc.官网页脚自述，精确注册及基础模型许可未核"
    },
    {
      "id": "AI068",
      "name": "Quinn",
      "url": "https://speedrun.a16z.com/companies/quinn",
      "cat": "C05",
      "year": 2025,
      "team": 10,
      "location": "New York, New York",
      "business": "面向一线员工的AI培训平台",
      "buyer": "企业培训与人力资源团队",
      "delivery": "投资机构公开资料中的经营声明；未测试实际产品或查阅合同",
      "notes": "约五个月从20万至110万以上ARR；65家以上客户不自动等于付费客户；原文仅给$符号或七位数，不将币种和时点补成已验证信息。",
      "cohort": "2025年成立（投资机构名录）",
      "teamBasis": "Speedrun Employees字段；2026-10-30访问，业务截至日未知",
      "price": "本轮未核验实际收费套餐",
      "stage": "存在自述收入声明；商业交付与留存未独立核验",
      "sourceType": "a16z Speedrun投资机构资料中的公司自述",
      "evidenceIds": [
        "SR-E-quinn"
      ],
      "revenueStatus": "self",
      "classificationBasis": "按官方名录主营业务人工归类；行业标签不等于技术能力验证。",
      "businessModel": "收费与交付结构待进一步核验"
    },
    {
      "id": "AI069",
      "name": "Infragrid",
      "url": "https://speedrun.a16z.com/companies/infragrid",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "San Francisco, California",
      "business": "当前官网面向实验室提供专家数据、环境与评测；投资方及条款另描述办公自动化/Runbooks，产品沿革待核。",
      "buyer": "当前首页模型实验室；旧产品企业知识工作团队，实际买家收入占比未核",
      "delivery": "专家数据/环境/评测联系入口，条款仍有Runbooks录屏/自动化，转向或并存未核",
      "notes": "自述两周ARR30.2万（原文$），节时比例未经独立测试；原文仅给$符号或七位数，不将币种和时点补成已验证信息。 2026-11-01当前首页转为研究/专家数据/环境评测描述，条款仍Runbooks；转向/并存时点和302K历史ARR归属不清，当前分类不能作为财务同期业务分类。",
      "cohort": "2026年成立（投资机构名录）",
      "teamBasis": "Speedrun Employees字段；2026-10-30访问，业务截至日未知",
      "price": "旧Runbooks条款订单/自动续订，无当前实验室数据服务公开实价",
      "stage": "公开官网与交付/条款可读；原有自述收入保留，合同、留存和实际技术效果未独立核。",
      "sourceType": "a16z Speedrun投资机构资料中的公司自述",
      "evidenceIds": [
        "SR-E-infragrid",
        "SR007F10-P-AI069",
        "SR007F10-INFRAGRID-HOME",
        "SR007F10-INFRAGRID-TERMS"
      ],
      "revenueStatus": "self",
      "classificationBasis": "按当前官网暂归C02，保留旧C05办公自动化证据；尚不能把旧产品ARR当模型数据设施同期收入",
      "businessModel": "按当前首页暂归模型数据/评测设施，旧Runbooks订阅另列；数据许可/采集/专家/环境计算和实施净费需拆",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读投资方档案和当前官网/可读条款；内部基准、模型/Agent口号、界面结果不当独立测，未执行外部软件或安全测试。",
        "evidenceIds": [
          "SR007F10-P-AI069",
          "SR007F10-INFRAGRID-HOME",
          "SR007F10-INFRAGRID-TERMS"
        ]
      },
      "entityBasis": "Infragrid, Inc. Delaware条款自述，独立登记与新旧产品对应未核"
    },
    {
      "id": "AI070",
      "name": "Bud（Orchids历史团队）",
      "url": "https://www.ycombinator.com/companies/bud",
      "cat": "C05",
      "year": 2025,
      "team": 6,
      "location": "美国旧金山",
      "business": "使用计算机、浏览器及跨任务工具执行知识工作；历史应用构建业务单列说明。",
      "buyer": "知识工作者、开发者与小团队；实际客户构成未核验",
      "delivery": "YC状态已收购；独立经营和产品当前可用性未核验",
      "notes": "官方博客搜索索引显示团队加入Figma与Bud/Orchids停服公告，但正文503，本轮不确认交易条件或停服执行；不将缓存收入短句入数值表。不与个人助理Orchid合并。 本次当前YC仍标记Acquired；保留停服公告正文不可读及交易条件待核。",
      "cohort": "2025年成立；YC当前标记已收购",
      "teamBasis": "YC Team Size为6；2026-10-30访问，业务截至日未知",
      "price": "本轮未核验可用套餐与结算",
      "stage": "YC状态已收购；独立经营和产品当前可用性未核验",
      "sourceType": "公司官网与投资机构资料",
      "evidenceIds": [
        "BUD-YC",
        "BUD-CACHE",
        "UNCLEAR1-30193-YC"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前或最后公开主营归类，历史产品和业务边界另记。"
    },
    {
      "id": "AI071",
      "name": "Rocket.new（DhiWise转型业务）",
      "url": "https://www.rocket.new/blog/rocket-raises-15m-in-seed",
      "cat": "C04",
      "year": 2021,
      "team": 50,
      "location": "印度Surat / 美国Palo Alto",
      "business": "从自然语言生成应用，并提供后端与部署；由DhiWise转型而来。",
      "buyer": "知识工作者、开发者与小团队；实际客户构成未核验",
      "delivery": "2025年公开新产品与融资；不属于2025—2026公司成立组",
      "notes": "2025-09-23公告称团队50人，不是10月当前人数；ARR为历史产品里程碑，未确认前身全部业务边界、币种或经常性定义。",
      "cohort": "2021年DhiWise前身成立；2025年Rocket产品上线对照",
      "teamBasis": "2025-09-23创始人公告自述50人；非2026-10月人数",
      "price": "本轮未核验可用套餐与结算",
      "stage": "2025年公开新产品与融资；不属于2025—2026公司成立组",
      "sourceType": "公司官网与投资机构资料",
      "evidenceIds": [
        "ROCKET-ORIGIN",
        "ROCKET-LAUNCH",
        "ROCKET-ARR",
        "ROCKET-ENTITY"
      ],
      "revenueStatus": "self",
      "classificationBasis": "按当前或最后公开主营归类，历史产品和业务边界另记。"
    },
    {
      "id": "AI072",
      "name": "Kilo Code（已被Anaconda收购）",
      "url": "https://kilo.ai/",
      "cat": "C04",
      "year": 2025,
      "team": null,
      "location": "美国旧金山 / 荷兰阿姆斯特丹；远程团队",
      "business": "提供开源编程Agent、IDE/CLI/云端工作流、模型路由及企业治理。",
      "buyer": "软件开发者与企业工程团队",
      "delivery": "官方代码和商业套餐可访问；未独立运行验证，2026年7月收购后仍提供产品。",
      "notes": "2025成立依据收购方官方案例与创立说明，非工商核验。KiloClaw与IDE插件归同一案例；不同于kilo.co健康业务。采用数和token吞吐不是ARR。",
      "cohort": "2025年成立（官方案例及创立说明）",
      "teamBasis": "官方案例列11—50人及15名工程师，截止日未列；不转换为精确员工数",
      "price": "个人平台免费；Teams每用户每月15，Kilo Pass每月19起（原文$）；5%充值处理费与云算力另计，企业定制",
      "pricingEvidence": "KILO-PRICE",
      "stage": "已被Anaconda收购；有公开软件与商业套餐，收入待核",
      "sourceType": "公司与收购方官方材料，Product Hunt发现",
      "evidenceIds": [
        "KILO-PH",
        "KILO-ABOUT",
        "KILO-HOME",
        "KILO-PRICE",
        "KILO-CODE",
        "KILO-START",
        "KILO-ACQ",
        "KILO-SIZE",
        "TC26AG-INDEX",
        "TC26ENT2-KILO-HOME",
        "TC26ENT2-KILO-PRICE",
        "TC26ENT2-KILO-YEAR"
      ],
      "revenueStatus": "unknown",
      "businessModel": "开源获客、团队平台席位与企业合同、可选额度订阅、充值处理费及云算力；模型供应商成本与平台净收入需分开",
      "entityBasis": "2025创立的Kilo Code品牌/公司；2026-07-15起按已被收购业务观察，法律并表细节未核",
      "classificationBasis": "按主要买家与软件开发工作流归C04；模型网关和托管产品不另计一家公司。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-30",
        "summary": "官方仓库与源码、MIT许可证可访问；未运行产品、复测厂商基准或确认独立技术排名。",
        "evidenceIds": [
          "KILO-CODE"
        ]
      }
    },
    {
      "id": "AI073",
      "name": "Lightfield（Tome转型对照）",
      "url": "https://lightfield.com/",
      "cat": "C06",
      "year": null,
      "team": null,
      "location": null,
      "business": "从既有Tome演示业务转向AI原生CRM，整合邮箱、会议、客户记录与销售工作流。",
      "buyer": "创业公司创始人及客户运营、销售团队",
      "delivery": "有公开套餐和操作文档；未独立运行，付费采用与收入待核。",
      "notes": "2025为CRM产品上线，不能当公司成立年。政策列Magical Tome, Inc. dba Lightfield，2022年已有Tome投资方记录。精确注册年未核；Tome历史用户与融资不归Lightfield当前收入。",
      "cohort": "2025产品上线；既有公司转型对照，不计2025—2026新成立公司",
      "teamBasis": null,
      "price": "Starter每用户月付89；Pro每工作区月额999、Growth月额1999但年付（原文$，币种待核）；企业定制",
      "pricingEvidence": "LF-PRICE",
      "stage": "公开商业套餐与产品文档；业务收入待核",
      "sourceType": "公司政策、产品及定价文档，历史投资方材料",
      "evidenceIds": [
        "LF-ENTITY",
        "LF-PIVOT",
        "LF-HISTORY",
        "LF-PRICE",
        "LF-DOCS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "CRM订阅；席位和工作区套餐、用量额度及实施支持需拆分",
      "entityBasis": "运营主体列Magical Tome, Inc. dba Lightfield；2025前已有Tome业务，精确成立年及重组细节未核",
      "classificationBasis": "按主要客户与销售运营任务归C06；作为2025产品转型对照，非当年新成立公司。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读CRM记录自动更新与Agent操作的官方文档；未独立测试产品、准确率或厂商性能声明。",
        "evidenceIds": [
          "LF-DOCS"
        ]
      }
    },
    {
      "id": "AI074",
      "name": "EveryApp（含OpenSEO）",
      "url": "https://everyapp.com/",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "在用户Cloudflare账户托管开源应用，通过统一网关与MCP供人和AI Agent使用；OpenSEO为其SEO数据及Agent工具产品。",
      "buyer": "开发者、使用Agent的企业团队及SEO从业者",
      "delivery": "公开自托管代码和OpenSEO商业套餐可读；EveryApp托管服务仍以计划描述，未独立运行。",
      "notes": "YC列2026成立。原候选36088曾标AI业务待确认，本次通过PH关联与官网/代码补核入表；原台账不回写。OpenSEO不另计公司，用户与星标不当收入。 本轮原AI不明候选末批复用原ID；保留OpenSEO已披露套餐与EveryApp未来托管、上游Cloudflare费用和采用规模边界。 OpenSEO当前需有效订阅才能使用充值，套餐含额度每期重置而top-up不失效；EveryApp的Cloudflare$5是上游，managed$10起仍是发布计划，不计MRR。",
      "cohort": "2026年成立（YC公司自述）",
      "teamBasis": "YC Team Size为2；2026-10-30读取，业务截止日未列",
      "price": "OpenSEO原文$10/$30/$200月费含用量，数据额外成本+28%；top-up不失效但需有效订阅。EveryApp托管$10/月起为2026-10-26发布计划，Cloudflare$5/月为上游费，实际合同未知",
      "pricingEvidence": "UNCLEAR8-36088-SEO-PRICE",
      "stage": "开源自托管与产品商业套餐公开；平台托管进度及收入待核",
      "sourceType": "Product Hunt线索复查YC、公司官网与官方源码",
      "evidenceIds": [
        "EA-YC",
        "EA-HOME",
        "SEO-HOME",
        "SEO-PRICE",
        "SEO-CODE",
        "EA-CODE",
        "PH-SEO",
        "UNCLEAR8-36088-YC",
        "UNCLEAR8-36088-LAUNCH1",
        "UNCLEAR8-36088-HOME",
        "UNCLEAR8-36088-SEO-HOME",
        "UNCLEAR8-36088-SEO-PRICE"
      ],
      "revenueStatus": "unknown",
      "businessModel": "开源自托管获客、托管与数据用量收费；订阅额度、数据转付和平台净额分开",
      "entityBasis": "YC将EveryApp与创始人的OpenSEO归同一业务；法律并表与合同主体尚未另行核验",
      "classificationBasis": "按Agent应用托管、网关及MCP设施归C03；OpenSEO产品任务初分C06，不另计一家公司。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-30",
        "summary": "EveryApp与OpenSEO官方仓库可访问，OpenSEO源码及MIT许可证可读；未执行、自托管或复测厂商性能。",
        "evidenceIds": [
          "EA-CODE",
          "SEO-CODE"
        ]
      }
    },
    {
      "id": "AI075",
      "name": "PrismShadow（PenguinHarness）",
      "url": "https://prismshadow.com/",
      "cat": "C03",
      "year": 2025,
      "team": null,
      "location": "新加坡（公司公开主页）",
      "business": "提供Agent构建、评估和自我优化框架，公开产品包括PenguinHarness。",
      "buyer": "Agent开发者及需要业务工作流自动化的企业团队",
      "delivery": "官方开源仓库可访问；未独立安装、评测或确认企业付费部署。",
      "notes": "成立2025据公司公开主页自述，非工商核验。11—50人范围不转为精确人数；中文报道直达未读正文，技术以官方代码补证，厂商任务成本不作公司收入。",
      "cohort": "2025年成立（公司公开主页自述）",
      "teamBasis": "公开公司主页列11—50人；关联员工数不等于团队总数，保留未知",
      "price": "框架Apache-2.0开源；企业服务和支持合同收费待核",
      "stage": "公开开源产品；商业收费、采用与收入待核",
      "sourceType": "中文检索发现、公司公开主页与官方仓库",
      "evidenceIds": [
        "PS-PROFILE",
        "PS-ORG",
        "PS-CODE",
        "PS-HOME",
        "JQ-PRISM"
      ],
      "revenueStatus": "unknown",
      "businessModel": "开源Agent框架与企业工具；商业服务及私有化收费待核",
      "entityBasis": "PrismShadow品牌、公开公司主页和代码组织可关联；精确注册日及同名主体关系未另核",
      "classificationBasis": "按Agent构建、评估和运行框架归C03；不按媒体成本或准确率宣传排序。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-30",
        "summary": "源码及Apache-2.0许可证可读；未运行基准，厂商自测和媒体转述不作为独立能力验证。",
        "evidenceIds": [
          "PS-CODE"
        ]
      }
    },
    {
      "id": "AI076",
      "name": "Stargate（基础设施合资项目）",
      "url": "https://openai.com/index/announcing-the-stargate-project/",
      "cat": "C02",
      "year": 2025,
      "team": null,
      "location": "美国基础设施项目；注册地未独立核验",
      "business": "由多家合作方共同推动AI数据中心及算力基础设施建设运营。",
      "buyer": "OpenAI及基础设施合作方；具体合同买方与结算主体待核",
      "delivery": "2026年1月及4月官方披露部分设施训练使用和继续扩张；未独立核实合同、负载及投运情况。",
      "notes": "2025成立依据发起方称新公司的公告，精确注册日未核。合资公司、项目品牌及各地区合作实体的收入边界不同；计划投资、融资、容量与就业不是ARR。",
      "cohort": "2025宣布新公司（发起方公告）；合资项目单列",
      "teamBasis": null,
      "price": "长期基础设施商业合同与计费方式未取得；不把投资计划作为报价或收入",
      "stage": "2025宣布，2026官方披露设施使用；后续实际负载与商业合同待核",
      "sourceType": "中文检索发现及发起方成立、进度公告",
      "evidenceIds": [
        "SG-START",
        "SG-JAN",
        "SG-APR",
        "JQ-STARGATE"
      ],
      "revenueStatus": "unknown",
      "businessModel": "合资基础设施建设运营；融资、资本投入、长期算力合同和确认收入分开",
      "entityBasis": "公告称Stargate为新公司；Stargate品牌项目与场地合作方、地区实体的法律及并表边界待核",
      "classificationBasis": "按AI算力与物理基础设施建设运营归C02，合资模式不与轻资产软件订阅直接比较。"
    },
    {
      "id": "AI077",
      "name": "Wabi",
      "url": "https://wabi.ai/",
      "cat": "C09",
      "year": 2025,
      "team": null,
      "location": "公开主页与Dealroom列旧金山；Built In列Buenos Aires，办公室/总部口径待核",
      "business": "面向消费者提供多人共享的AI助手，以及按需生成、分享的小应用。",
      "buyer": "个人、家庭和朋友群组；具体付费买方及商业合同待核",
      "delivery": "官网与条款可读；官方介绍移动、桌面及多人协作体验，未独立实测任务完成率、可靠性或安全性。",
      "notes": "成立2025依据两个公开名录，投资方2025公告交叉关联业务；精确注册日未核，两个名录不保证独立。当前免费服务不等于总收入为零；融资、估值、关联员工数和创始人此前Replika业绩不转为Wabi收入或规模。",
      "cohort": "2025年成立（第三方公开名录）；注册日期未独立核验",
      "teamBasis": "官方公开主页2—10人范围、22个关联档案，Built In列23；口径及更新时点不统一，保留未知",
      "price": "2026-10-20官方条款称当前服务免费；未来订阅/付费功能收费待实际公告和合同核实",
      "stage": "官方发布共享AI助手和小应用产品；商业收费及财务数据待核",
      "sourceType": "TechCrunch发现，官方产品/条款、投资方与第三方公开名录补证",
      "evidenceIds": [
        "TC-WABI",
        "WABI-HOME",
        "WABI-INVESTOR",
        "WABI-PROFILE",
        "WABI-DEALROOM",
        "WABI-BUILTIN",
        "WABI-TERMS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "消费者AI助手和个人软件平台；当前免费服务，未来订阅或其他变现待核",
      "entityBasis": "官方条款列Wabi, Inc.；名录、投资公告和公司主页均关联同一创始人及wabi.ai，不与Replika及其他同名Wabi业务合并",
      "classificationBasis": "按个人与群组协作使用场景归C09；生成小应用是交付方式，不因使用代码生成即归企业软件开发。",
      "pricingEvidence": "WABI-TERMS",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官方产品及条款自述；没有独立任务基准、公开权重或源码验证，不据融资或演示排名。",
        "evidenceIds": [
          "WABI-HOME",
          "WABI-TERMS"
        ]
      }
    },
    {
      "id": "AI078",
      "name": "Goldfish",
      "url": "https://goldfish.sh/",
      "cat": "C09",
      "year": 2026,
      "team": null,
      "location": "公开材料关联旧金山创业项目；法律总部待核",
      "business": "桌面个人上下文记忆与写作助手，读取系统辅助功能文本并结合本地记忆生成回复，可为AI工具提供上下文。",
      "buyer": "个人知识工作者；企业采购与实际付费客户待核",
      "delivery": "官网提供macOS和Windows下载，公开产品文档可读；未安装或独立测试效果、隐私承诺及成本。",
      "notes": "成立2026依据Entrepreneurs First投资组合页，创始人与官方社区页一致；精确注册日未核。创始人此前Strawberry收入及VR教育业务ARR不是Goldfish收入。官网点击数不是用户或付费客户数，免费测试不等于公司收入为零。",
      "cohort": "2026年成立（投资机构名录）；注册日期未独立核验",
      "teamBasis": "公开两位创始人不等于完整员工人数，保留未知",
      "price": "截至2026-10-30官网称测试期间免费，未来定价与企业合同待核",
      "stage": "已公开下载的测试产品；商业收费与财务数据未知",
      "sourceType": "Product Hunt发现；官方产品/条款/文档及EF投资组合页补证",
      "evidenceIds": [
        "GOLD-HOME",
        "GOLD-TERMS",
        "GOLD-PRIVACY",
        "PH-GOLD",
        "GOLD-EF",
        "GOLD-CREATORS",
        "GOLD-DOCS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "个人AI记忆与助手；当前免费测试，付费模式待核",
      "entityBasis": "官方条款与页脚列Goldfish AI Inc.，EF与官方社区页均列Joel Edholm、Kaspian Jakobsson并关联goldfish.sh；不与同名语音产品及创始人旧公司合并。",
      "classificationBasis": "按个人桌面上下文与写作场景归C09；MCP为上下文交付方式，不据此归为基础模型或企业开发工具。",
      "pricingEvidence": "GOLD-HOME",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读系统辅助功能文本读取、本地存储与外部AI调用的官方文档；没有独立测试或可核源代码，本地记忆不表示推理全部本地运行。",
        "evidenceIds": [
          "GOLD-DOCS",
          "GOLD-PRIVACY"
        ]
      }
    },
    {
      "id": "AI079",
      "name": "Thrive Holdings",
      "url": "https://www.thriveholdings.com/",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "美国纽约；集团官网标注New York City",
      "business": "收购并长期运营会计和IT等成熟服务企业，将AI和技术团队嵌入其交付流程。",
      "buyer": "被持有企业的会计、IT等服务客户；集团直接软件合同与实际付费结构待核",
      "delivery": "已公开描述会计与IT服务平台及合作关系；没有本轮独立交付、成本节约或技术性能测试。",
      "notes": "成立2025据公司公开主页，与2025-04-29官方发布公告关联；精确注册日及法律主体链待核。收购/并表带来的规模不等有机AI收入或ARR。ADT交易预计2027年一季度交割，当前不记完成，不合并目标公司历史收入。",
      "cohort": "2025年成立（公司公开主页自述）；注册日期未独立核验",
      "teamBasis": "主页11—50范围、关联档案数与集团所持企业员工口径不同，完整团队保留未知",
      "price": "集团没有本轮可核统一软件订阅价；会计、IT项目/托管服务等按子公司合同核实",
      "stage": "公开运营会计与IT服务控股平台；按集团/子公司、收购/有机边界另核财务",
      "sourceType": "TechCrunch发现；官方业务、发布公告、公司主页和交易/合作当事方材料补证",
      "evidenceIds": [
        "TC-THRIVE",
        "TH-ABOUT",
        "TH-OPENAI",
        "TH-ADT",
        "TH-LAUNCH",
        "TH-PROFILE"
      ],
      "revenueStatus": "unknown",
      "businessModel": "永久资本控股平台收购服务企业，以行业人员加AI改造交付；集团及软件/服务收入拆分待核",
      "entityBasis": "thriveholdings.com与公司公开主页、合作方和ADT交易公告相互关联；不与同名乌干达公关企业、其他Thrive Holdings LLC或Thrive Capital历史混合。",
      "classificationBasis": "按会计和IT专业服务的运营改造归C07；控股/收购是商业模式，不能当纯软件平台并入同一ARR比较组。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "官方材料说明将AI模型与行业人员、流程结合；本轮未测试模型或财务改善，合作关系不替代能力验证。",
        "evidenceIds": [
          "TH-ABOUT",
          "TH-OPENAI"
        ]
      }
    },
    {
      "team": 20,
      "revenueStatus": "unknown",
      "datePrecision": "年",
      "id": "AI080",
      "name": "Nirva",
      "url": "https://www.nirva.life/",
      "cat": "C09",
      "year": 2025,
      "location": "美国旧金山；公司主页及创始人帖关联South Park，法律登记总部未独立核验",
      "business": "首饰形态个人AI可穿戴，用于日记、情绪洞察与生活陪伴。",
      "buyer": "个人消费者；实际付费客户及企业渠道待核",
      "delivery": "官网公开产品介绍与预订信息邮件名单；实际发货、长期使用与成本未核。",
      "notes": "成立2025来自Lightspeed投资名录；投资2026与成立分开。首饰硬件和持续软件服务须拆分；融资、等待名单及厂商情绪识别宣传不当收入或临床证据。",
      "cohort": "2025年成立（投资机构名录）；精确注册未核",
      "teamBasis": "创始人公开帖自述20人，读取2026-10-30；帖子仅显示相对时间，精确时点及员工/承包商边界未独立核验；不使用关联档案数替代",
      "price": "创始人公开帖称计划冬季开售、约$249（原文$）；未取得当前订单或软件订阅合同，非已实现收入",
      "stage": "公开展示及预订信息收集；实际交付和收费状态待核",
      "sourceType": "TechCrunch栏目发现；官网与Lightspeed原始材料补证",
      "evidenceIds": [
        "TC26-NIRVA",
        "NIRVA-LSVP",
        "NIRVA-HOME",
        "NIRVA-PROFILE"
      ],
      "businessModel": "个人AI硬件与软件服务；硬件一次性销售和持续订阅的实际合同结构待核",
      "entityBasis": "官网nirva labs与投资名录团队和业务对应；精确法律名称及登记未独立核验，不与Nirva Health或文档软件公司混用。",
      "classificationBasis": "按个人记录与陪伴归C09；硬件载体不自动归机器人产业。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读厂商功能与形态介绍；未独立测试声源、隐私、情绪推断、续航或实际交付。",
        "evidenceIds": [
          "NIRVA-HOME"
        ]
      },
      "pricingEvidence": "NIRVA-PROFILE"
    },
    {
      "team": null,
      "revenueStatus": "unknown",
      "datePrecision": "年",
      "id": "AI081",
      "name": "Recursive（Recursive Superintelligence）",
      "url": "https://recursive.com/",
      "cat": "C01",
      "year": 2026,
      "location": "美国旧金山及英国伦敦；法律总部与主体链待核",
      "business": "研究自改进模型研发系统，并发布本地编程模型Flint和推理引擎rec。",
      "buyer": "模型使用者、开发者和研究客户；实际付费结构待核",
      "delivery": "官方模型卡、权重文件及推理代码仓库可访问；未下载、编译或运行。",
      "notes": "当前year按公司主页Founded 2026保留；媒体2025声明冲突，两者都在研究年份范围内，但精确沿革未解决。不得与AI050 Ricursive芯片设计公司合并。融资、估值、下载和星数不作收入。",
      "cohort": "2025—2026成立资料冲突；当前2026为公司主页自述，非精确注册核验",
      "teamBasis": "11—50自述范围与61个关联档案口径不一致，不能填精确员工数",
      "price": "Flint权重和rec仓库标Apache-2.0；托管API与其他商业合同定价未核",
      "stage": "已有公开模型与代码材料；商业收费及独立能力评测待核",
      "sourceType": "TechCrunch栏目发现；公司主页、官方模型/代码与GV补证",
      "evidenceIds": [
        "TC26-RECURSIVE",
        "RECURSIVE-PROFILE",
        "RECURSIVE-FLINT",
        "RECURSIVE-HF",
        "RECURSIVE-CODE",
        "RECURSIVE-GV"
      ],
      "businessModel": "开放权重和推理工具支持的模型研发业务；收费合同和服务收入未知，开放许可不等公司收入为零",
      "entityBasis": "公司主页、官网、官方链接仓库与GV团队介绍对应；美国/英国实体沿革未核，与Ricursive Intelligence区分。",
      "classificationBasis": "核心研发交付为基础模型及自动模型研发系统归C01；Flint面向编程不据此把整家公司归应用软件。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-30",
        "summary": "已读官方模型卡、许可与推理代码README；公开材料可访问不等独立复现，厂商性能和自动研发比例未验证。",
        "evidenceIds": [
          "RECURSIVE-HF",
          "RECURSIVE-CODE"
        ]
      }
    },
    {
      "team": null,
      "revenueStatus": "unknown",
      "datePrecision": "年",
      "id": "AI082",
      "name": "Elorian AI",
      "url": "https://elorian.ai/",
      "cat": "C01",
      "year": 2025,
      "location": "美国加州Palo Alto",
      "business": "视觉和多模态推理基础模型，Glimpse通过API与聊天入口交付。",
      "buyer": "开发者和企业模型客户；实际付费客户与合同待核",
      "delivery": "官网模型和支持资料可读，提供API、聊天与企业评估/采购入口；本轮未调用模型。",
      "notes": "成立2025来自公司公开主页，支持页列Elorian AI, Inc.；发布、融资与成立分开。演示、融资、估值与创始人旧模型成绩均不当当前收入或独立性能验证。",
      "cohort": "2025年成立（公司公开主页自述）；精确注册日期未核",
      "teamBasis": "11—50区间和关联档案数不等完整员工统计，保留未知",
      "price": "公开模型页提供企业联系入口，本轮未取得统一API价或合同条款",
      "stage": "公开模型及平台入口；采购、交付规模与财务状态待核",
      "sourceType": "TechCrunch栏目发现；公司公开主页和官方模型/支持页补证",
      "evidenceIds": [
        "TC26-ELORIAN",
        "ELORIAN-PROFILE",
        "ELORIAN-MODELS",
        "ELORIAN-SUPPORT"
      ],
      "businessModel": "模型API、聊天入口与企业批量访问/评估及部署支持；订阅、用量与服务收入拆分待核",
      "entityBasis": "公司公开主页链接elorian.ai，支持页列Elorian AI, Inc.及Palo Alto；与英国同名通信公司分开，未独立核工商登记。",
      "classificationBasis": "核心交付为多模态视觉推理模型归C01，不按图片输入自动归创意工具。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官方模型描述与交付入口；仅有厂商演示，本轮没有独立评测或可核开源权重，不授予能力排名。",
        "evidenceIds": [
          "ELORIAN-MODELS",
          "ELORIAN-SUPPORT"
        ]
      }
    },
    {
      "team": null,
      "revenueStatus": "unknown",
      "price": "本轮未取得统一公开价格或已签客户合同",
      "sourceType": "中文发现线索与政府/公司公开原始资料补核",
      "id": "AI083",
      "name": "清析智研（CleerScience）",
      "url": "https://www.cleerscience.com/",
      "cat": "C07",
      "year": 2026,
      "location": "中国北京；政府调研所指企业",
      "business": "科学智能与新材料研发，面向材料性质预测、表征分析和工艺优化。",
      "buyer": "材料产业研发团队、高校和科研机构",
      "delivery": "政府调研记录介绍产品与合作，自主实验室建设仍在推进；本轮未测试或核商业交付。",
      "notes": "成立2026据北京市经信局调研中的企业介绍，精确注册日未知。官网读取留缺，36氪当前正文未确认检索中的公司名。融资、研发项目和合作不当收入。",
      "cohort": "2026年成立（政府调研记录中的企业自述）；精确注册未核",
      "teamBasis": "未取得完整员工数，不从创始人、合作团队或融资规模推人数",
      "stage": "研发与产业合作公开；实际合同、收入及独立性能待核",
      "evidenceIds": [
        "KR-CLEER",
        "CLEER-GOV",
        "CLEER-HOME-ACCESS"
      ],
      "businessModel": "科学AI模型软件与研发解决方案；模型服务、实验及工程交付的合同与成本结构待核",
      "entityBasis": "政府材料列北京清析智研科技有限公司；CleerScience品牌官网本轮不可读，网站主体归属与精确登记仍需补核。",
      "classificationBasis": "按材料科研与工艺研发工作归C07；研发世界模型的愿景不自动等通用模型主营。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读政府调研中的企业技术介绍；没有官网完整材料、独立测试或可核代码/模型评审。",
        "evidenceIds": [
          "CLEER-GOV"
        ]
      }
    },
    {
      "team": null,
      "revenueStatus": "unknown",
      "price": "本轮未取得统一公开价格或已签客户合同",
      "sourceType": "中文发现线索与政府/公司公开原始资料补核",
      "id": "AI084",
      "name": "星源智",
      "url": "https://xyz-eai.com/",
      "cat": "C10",
      "year": 2025,
      "location": "中国北京亦庄；公开总部迁入信息",
      "business": "为多类机器人提供具身大脑、世界模型及端侧算力/部署方案。",
      "buyer": "机器人厂商及产业场景集成客户；具体付费客户未核",
      "delivery": "官网披露具身大脑、算力产品及装卸方案发布；本轮未测试或核实际验收。",
      "notes": "政府园区材料列2025年8月成立，官网自述8月1日；精确注册未独立查询。三年战略订单、融资和客户覆盖宣传不作当前收入或ARR。",
      "cohort": "2025年8月成立；官网自述日为2025-08-01，注册未独立核验",
      "teamBasis": "未取得完整员工数，不把技术团队背景或客户覆盖比例当团队人数",
      "stage": "产品和场景方案公开；模型/硬件/集成的合同、验收和财务待核",
      "evidenceIds": [
        "KR-XYZ",
        "XYZ-GOV",
        "XYZ-ABOUT"
      ],
      "businessModel": "机器人具身大脑、端侧算力及方案交付；模型许可、硬件和集成服务需分业务核收入",
      "entityBasis": "官网列北京星源智机器人科技有限公司，政府园区资料对应；不并入智源研究院、智谱或同名企业历史。",
      "classificationBasis": "按机器人具身大脑与部署任务归C10，模型架构不是独立能力排名。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读具身大脑与端侧产品自述和公开园区介绍；没有独立模型/机器人测试。",
        "evidenceIds": [
          "XYZ-ABOUT",
          "XYZ-GOV"
        ]
      }
    },
    {
      "id": "AI085",
      "name": "墨甲机器人（AiMOGA）",
      "url": "https://www.aimoga-robot.com/cn/zh/",
      "cat": "C10",
      "year": 2025,
      "team": null,
      "location": "中国安徽芜湖；官网另列深圳地址",
      "business": "研发和销售人形、四足及场景服务机器人，结合大模型交互、感知控制与行业系统集成。",
      "buyer": "汽车门店、交通治理、医疗和其他场景客户；付费与关联客户构成未核",
      "delivery": "官网和展商资料展示机器人产品及场景部署；未独立测试或核验交付、验收与收入确认。",
      "notes": "伯特利2026-002增资公告列成立2025-01-07，2025年1—9月营业收入302.85万元人民币、未经审计。是历史期间收入，不是ARR；不并入奇瑞或其他股东财务，不由出货乘售价推收入。",
      "cohort": "2025-01-07成立，依据交易当事方上市公告；母公司更早机器人项目不作为新公司成立年",
      "teamBasis": "未取得公司完整员工数，不继承母公司团队规模",
      "price": "未取得统一成交价或机器人/软件/服务分拆合同",
      "stage": "公开产品与部署自述；已有历史期间营业收入披露，财务未经审计",
      "sourceType": "中文发现线索、公司官网、展商自述及交易当事方上市公告",
      "revenueStatus": "self",
      "evidenceIds": [
        "KR-AIMOGA",
        "AIMOGA-HOME",
        "AIMOGA-CNINFO",
        "AIMOGA-WRC"
      ],
      "businessModel": "机器人硬件、场景集成与软件服务；持续订阅和一次性交付的收入分拆未知",
      "entityBasis": "安徽墨甲智创机器人科技有限公司，公告列统一社会信用代码91340200MAE9B9LN7P；增资前奇瑞汽车全资持有，当前股权比例另需核，不与母公司和投资人合并。",
      "classificationBasis": "按具身机器人产品和场景交付归C10，母公司供应链与机器人演示不等独立技术评测。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网及世界机器人大会展商自述；未独立运行机器人、测试模型或验收场景。",
        "evidenceIds": [
          "AIMOGA-HOME",
          "AIMOGA-WRC"
        ]
      }
    },
    {
      "id": "AI086",
      "name": "企智芯",
      "url": "https://vipqzx.com/",
      "cat": "C05",
      "year": 2025,
      "team": null,
      "location": "中国北京（公司官网自述）",
      "business": "面向企业将AI文案、SCRM、人事、财务与项目工作流集成到管理软件。",
      "buyer": "企业管理、运营及业务团队；具体付费客户未核",
      "delivery": "公开模块说明和流程演示；本轮未登录或实际运行。",
      "cohort": "官网自述2025年成立，精确注册未独立核验",
      "teamBasis": "本轮未取得完整员工数，不以官网团队背景、案例或服务客户数字代替",
      "price": "本轮未取得明确收费标准或签约价格",
      "stage": "官网公开产品/服务，成立与能力为公司自述，未核实际履约及收入",
      "sourceType": "公司官网定向检索及公开原始自述",
      "revenueStatus": "unknown",
      "evidenceIds": [
        "QZX-ABOUT",
        "QZX-HOME"
      ],
      "notes": "采用和效率宣传缺少底表；流程演示中的合同、收款、利润与客户经营数据不作企智芯收入。",
      "businessModel": "企业管理软件及AI功能；收费、部署与实施合同未核，不能先定为已实现订阅ARR",
      "entityBasis": "官网关于页及页脚列企智芯（北京）科技有限公司；未独立核验注册代码及域名归属链。",
      "classificationBasis": "按企业经营与通用工作流交付归C05；面向业务用户的落地服务不按技术术语归为模型基础设施。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网模块与AI功能自述；未核独立测试、实际客户验收或源代码。",
        "evidenceIds": [
          "QZX-ABOUT",
          "QZX-HOME"
        ]
      }
    },
    {
      "id": "AI087",
      "name": "九昇智能（NineRise Intelligence）",
      "url": "https://www.9shengai.com/",
      "cat": "C05",
      "year": 2025,
      "team": null,
      "location": "中国杭州（官网自述南湖未来科学园）",
      "business": "以诊断咨询、企业培训、智能体定制与持续陪跑帮助中小企业部署AI业务流程。",
      "buyer": "中小企业经营团队，另承接政企与私有化场景；付费客户清单未核",
      "delivery": "公开套餐、技术说明及案例；交付形式混合专业服务、工具建设和运营。",
      "cohort": "官网自述2025年6月成立，精确注册未独立核验",
      "teamBasis": "本轮未取得完整员工数，不以官网团队背景、案例或服务客户数字代替",
      "price": "公开诊断/培训/定制/陪跑分档标价；例如年度顾问¥59800，币种未另确认，均不是收入",
      "stage": "官网公开产品/服务，成立与能力为公司自述，未核实际履约及收入",
      "sourceType": "公司官网定向检索及公开原始自述",
      "revenueStatus": "unknown",
      "evidenceIds": [
        "NR-ABOUT",
        "NR-SERVICES",
        "NR-TECH",
        "NR-CASES",
        "NR-PARTNER"
      ],
      "notes": "官网注明案例经营数据未经第三方审计；案例成果、包价及年度服务不作已确认ARR，未核收入数值。",
      "businessModel": "咨询培训、定制实施与30/90天及年度陪跑服务；经常性软件许可、顾问与项目费须分开核",
      "entityBasis": "官网列杭州九昇智能科技有限公司与英文品牌；原始登记代码、当前股权及法律沿革未核。",
      "classificationBasis": "按企业经营与通用工作流交付归C05；面向业务用户的落地服务不按技术术语归为模型基础设施。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读RAG、模型适配、编排、评测等技术自述及官网案例；没有独立运行或评测记录。",
        "evidenceIds": [
          "NR-ABOUT",
          "NR-SERVICES",
          "NR-TECH",
          "NR-CASES",
          "NR-PARTNER"
        ]
      }
    },
    {
      "id": "AI088",
      "name": "Ontem",
      "url": "https://www.ontempayments.com/",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "美国纽约",
      "business": "自动处理商业服务企业的开票、催收和核销，连接现有ERP、邮箱与支付资料。",
      "buyer": "商业服务公司的财务与应收团队",
      "delivery": "公开网页与名录可读；实际交付、合同和付费状态未独立验证。",
      "notes": "signed ARR尚未核上线履约；销售管线和目标交易量不是公司收入。",
      "cohort": "2026年成立，据Speedrun Founded字段；SR006/007批次与成立、推出时点分开",
      "teamBasis": "Speedrun列Employees，人数具体截至日未注明；不以创始人旧团队或名校背景相加",
      "price": "本轮未取得已签定价或完整收费分摊；具体业务模式见说明",
      "stage": "公开产品与投资机构简介，收入/承诺声明待逐项核口径",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "unknown",
      "evidenceIds": [
        "SR26-ONTEM",
        "SR26-ONTEM-HOME",
        "SR26-ONTEM-TERMS",
        "SR007F10-P-AI088"
      ],
      "businessModel": "应收软件与实施服务；未来融资服务与客户代收款需另列",
      "entityBasis": "成立年与团队数据投资机构名录；本轮未独立核验注册主体、当前股权及完整法律沿革。 官网条款运营者只写Ontem，完整法人名称仍缺。",
      "classificationBasis": "按当前主要买家、任务和交付归类；AI Infra/模型等标签不直接代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网与机构页技术/交付自述；未独立运行产品、模型、机器人或复现测试。",
        "evidenceIds": [
          "SR26-ONTEM-HOME"
        ]
      }
    },
    {
      "id": "AI089",
      "name": "Cybernetic Physics",
      "url": "https://cyberneticphysics.com/",
      "cat": "C10",
      "year": 2026,
      "team": 4,
      "location": "美国加州Stanford（机构名录位置）",
      "business": "集成第三方人形/移动操作机器人，执行数据中心布线、机架与维护任务。",
      "buyer": "数据中心运营商与建设客户",
      "delivery": "公开网页与名录可读；实际交付、合同和付费状态未独立验证。",
      "notes": "投资机构页称live ARR；机器人项目与持续运营合同未取底表，订单台数与官网日志展示不作收入。",
      "cohort": "2026年成立，据Speedrun Founded字段；SR006/007批次与成立、推出时点分开",
      "teamBasis": "Speedrun列Employees，人数具体截至日未注明；不以创始人旧团队或名校背景相加",
      "price": "本轮未取得已签定价或完整收费分摊；具体业务模式见说明",
      "stage": "公开产品与投资机构简介，收入/承诺声明待逐项核口径",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "self",
      "evidenceIds": [
        "SR26-CYBERNETIC-PHYSICS",
        "SR26-CYBERNETIC-PHYSICS-HOME",
        "SR007F10-P-AI089"
      ],
      "businessModel": "机器人集成、部署及持续运维；硬件、实施和服务收入分拆待核",
      "entityBasis": "成立年与团队数据投资机构名录；本轮未独立核验注册主体、当前股权及完整法律沿革。",
      "classificationBasis": "按当前主要买家、任务和交付归类；AI Infra/模型等标签不直接代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网与机构页技术/交付自述；未独立运行产品、模型、机器人或复现测试。",
        "evidenceIds": [
          "SR26-CYBERNETIC-PHYSICS-HOME"
        ]
      }
    },
    {
      "id": "AI090",
      "name": "Lazyweb",
      "url": "https://www.lazyweb.com/",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山",
      "business": "利用AI研究、生成和部署产品增长实验，优化网页与转化流程。",
      "buyer": "产品增长团队、初创企业及独立开发者",
      "delivery": "公开网页与名录可读；实际交付、合同和付费状态未独立验证。",
      "notes": "机构页称live ARR；官网示例工作区的月收入与客户增长演算不是Lazyweb自身收入。",
      "cohort": "2026年成立，据Speedrun Founded字段；SR006/007批次与成立、推出时点分开",
      "teamBasis": "Speedrun列Employees，人数具体截至日未注明；不以创始人旧团队或名校背景相加",
      "price": "本轮未取得已签定价或完整收费分摊；具体业务模式见说明",
      "stage": "公开产品与投资机构简介，收入/承诺声明待逐项核口径",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "self",
      "evidenceIds": [
        "SR26-LAZYWEB",
        "SR26-LAZYWEB-HOME",
        "SR007F10-P-AI090"
      ],
      "businessModel": "产品增长软件与代理工作流；订阅、用量及实施费用需按合同核",
      "entityBasis": "成立年与团队数据投资机构名录；本轮未独立核验注册主体、当前股权及完整法律沿革。",
      "classificationBasis": "按当前主要买家、任务和交付归类；AI Infra/模型等标签不直接代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网与机构页技术/交付自述；未独立运行产品、模型、机器人或复现测试。",
        "evidenceIds": [
          "SR26-LAZYWEB-HOME"
        ]
      }
    },
    {
      "id": "AI091",
      "name": "Bota",
      "url": "https://getbota.com/",
      "cat": "C03",
      "year": 2026,
      "team": 4,
      "location": "美国加州Mountain View（机构名录位置）",
      "business": "通过录音设备、转写及API为AI产品提供真实对话上下文和设备运营。",
      "buyer": "AI平台、企业团队及个人；当前业务分部收入未核",
      "delivery": "公开网页与名录可读；实际交付、合同和付费状态未独立验证。",
      "notes": "机构页标题$710K cARR、正文超过$700K contracted ARR；不当已实现ARR。官网订阅支持说明不证明合同已履约。",
      "cohort": "2026年成立，据Speedrun Founded字段；SR006/007批次与成立、推出时点分开",
      "teamBasis": "Speedrun列Employees，人数具体截至日未注明；不以创始人旧团队或名校背景相加",
      "price": "本轮未取得已签定价或完整收费分摊；具体业务模式见说明",
      "stage": "公开产品与投资机构简介，收入/承诺声明待逐项核口径",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "unknown",
      "evidenceIds": [
        "SR26-BOTA",
        "SR26-BOTA-HOME",
        "SR26-BOTA-TERMS-ACCESS"
      ],
      "businessModel": "录音硬件、API/软件及设备支持订阅；签约、出货和上线收入须拆分",
      "entityBasis": "成立年与团队数据投资机构名录；本轮未独立核验注册主体、当前股权及完整法律沿革。 机构链接bota.dev重定向getbota.com；条款不可读，硬件/API主体归属继续待核，不与同名企业合并。",
      "classificationBasis": "按当前主要买家、任务和交付归类；AI Infra/模型等标签不直接代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网与机构页技术/交付自述；未独立运行产品、模型、机器人或复现测试。",
        "evidenceIds": [
          "SR26-BOTA-HOME"
        ]
      }
    },
    {
      "id": "AI092",
      "name": "Elu",
      "url": "https://elu.dev/",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山",
      "business": "分析用户会话和产品行为，定位软件问题并生成、验证修复。",
      "buyer": "软件开发与产品团队",
      "delivery": "公开网页与名录可读；实际交付、合同和付费状态未独立验证。",
      "notes": "仅有ARR增长倍数而无绝对金额；销售管线、接入公司数及估计客户价值不是Elu收入。",
      "cohort": "2026年成立，据Speedrun Founded字段；SR006/007批次与成立、推出时点分开",
      "teamBasis": "Speedrun列Employees，人数具体截至日未注明；不以创始人旧团队或名校背景相加",
      "price": "本轮未取得已签定价或完整收费分摊；具体业务模式见说明",
      "stage": "公开产品与投资机构简介，收入/承诺声明待逐项核口径",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "unknown",
      "evidenceIds": [
        "SR26-ELU",
        "SR26-ELU-HOME",
        "SR007F10-P-AI092"
      ],
      "businessModel": "产品分析与代码修复软件，支持云/私有化部署；许可和实施合同待核",
      "entityBasis": "成立年与团队数据投资机构名录；本轮未独立核验注册主体、当前股权及完整法律沿革。",
      "classificationBasis": "按当前主要买家、任务和交付归类；AI Infra/模型等标签不直接代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网与机构页技术/交付自述；未独立运行产品、模型、机器人或复现测试。",
        "evidenceIds": [
          "SR26-ELU-HOME"
        ]
      }
    },
    {
      "id": "AI093",
      "name": "Athena（athena.lawyer）",
      "url": "https://www.athena.lawyer/",
      "cat": "C07",
      "year": 2026,
      "team": 6,
      "location": "美国旧金山",
      "business": "由律师负责并使用自建AI辅助尽调、文书与交易执行的固定费用律所服务。",
      "buyer": "并购、商业地产及创业融资交易客户",
      "delivery": "公开网页与名录可读；实际交付、合同和付费状态未独立验证。",
      "notes": "承诺法律服务费不是已确认收入或ARR；客户关系包括design partners，不当全部付费客户。Legora旧ARR不继承。",
      "cohort": "2026年成立，据Speedrun Founded字段；SR006/007批次与成立、推出时点分开",
      "teamBasis": "Speedrun列Employees，人数具体截至日未注明；不以创始人旧团队或名校背景相加",
      "price": "本轮未取得已签定价或完整收费分摊；具体业务模式见说明",
      "stage": "公开产品与投资机构简介，收入/承诺声明待逐项核口径",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "unknown",
      "evidenceIds": [
        "SR26-ATHENA",
        "SR26-ATHENA-HOME",
        "SR26-ATHENA-LEGAL",
        "SR007F10-P-AI093"
      ],
      "businessModel": "固定法律服务费，AI作为内部交付工具；不是默认出售SaaS订阅",
      "entityBasis": "官网法律声明列Athena Circle, a Professional Law Corporation与California Entity No. B20260352606；未查登记原件。不与YC30268 AthenaHQ品牌可见性软件合并。",
      "classificationBasis": "按当前主要买家、任务和交付归类；AI Infra/模型等标签不直接代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网与机构页技术/交付自述；未独立运行产品、模型、机器人或复现测试。",
        "evidenceIds": [
          "SR26-ATHENA-HOME"
        ]
      }
    },
    {
      "id": "AI094",
      "name": "Tenera",
      "url": "https://trytenera.ai/",
      "cat": "C05",
      "year": 2026,
      "team": 3,
      "location": "美国旧金山",
      "business": "根据用户行为数据生成模拟用户，预测功能、定价与流程变化的影响。",
      "buyer": "企业产品、用户研究与增长决策团队",
      "delivery": "公开网页与名录可读；实际交付、合同和付费状态未独立验证。",
      "notes": "机构页称超过$300K ARR；试点合同、销售管线、创始人旧公司业绩和网页模拟转化不是Tenera收入。",
      "cohort": "2026年成立，据Speedrun Founded字段；SR006/007批次与成立、推出时点分开",
      "teamBasis": "Speedrun列Employees，人数具体截至日未注明；不以创始人旧团队或名校背景相加",
      "price": "本轮未取得已签定价或完整收费分摊；具体业务模式见说明",
      "stage": "公开产品与投资机构简介，收入/承诺声明待逐项核口径",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "self",
      "evidenceIds": [
        "SR26-TENERA",
        "SR26-TENERA-HOME",
        "SR007F10-P-AI094"
      ],
      "businessModel": "用户模拟与产品研究软件；试点、订阅和服务分拆待核",
      "entityBasis": "成立年与团队数据投资机构名录；本轮未独立核验注册主体、当前股权及完整法律沿革。",
      "classificationBasis": "按当前主要买家、任务和交付归类；AI Infra/模型等标签不直接代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网与机构页技术/交付自述；未独立运行产品、模型、机器人或复现测试。",
        "evidenceIds": [
          "SR26-TENERA-HOME"
        ]
      }
    },
    {
      "id": "AI095",
      "name": "PreMan",
      "url": "https://www.preman.live/",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山",
      "business": "模拟代理使用API/MCP与软件工作流，生成测试并支持故障修复验证。",
      "buyer": "软件开发、QA和API/MCP服务团队",
      "delivery": "公开网页与名录可读；实际交付、合同和付费状态未独立验证。",
      "notes": "机构页称$170K ARR；创始人Surt AI旧ARR另属其他企业，SDK公开不证明收入或整个产品性能。",
      "cohort": "2026年成立，据Speedrun Founded字段；SR006/007批次与成立、推出时点分开",
      "teamBasis": "Speedrun列Employees，人数具体截至日未注明；不以创始人旧团队或名校背景相加",
      "price": "本轮未取得已签定价或完整收费分摊；具体业务模式见说明",
      "stage": "公开产品与投资机构简介，收入/承诺声明待逐项核口径",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "self",
      "evidenceIds": [
        "SR26-PREMAN",
        "SR26-PREMAN-HOME",
        "SR26-PREMAN-SDK",
        "SR007F10-P-AI095"
      ],
      "businessModel": "测试/修复平台、SDK与托管服务；许可和用量收费待核",
      "entityBasis": "官网页脚PreMan, Inc.并链接PreMan-Inc组织的SDK；精确注册未核，不将SDK组织名当注册证明。",
      "classificationBasis": "按当前主要买家、任务和交付归类；AI Infra/模型等标签不直接代替主营判断。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-30",
        "summary": "官网链接的MIT许可SDK及README可访问；未安装运行，未验证托管修复或完整QA能力。",
        "evidenceIds": [
          "SR26-PREMAN-HOME",
          "SR26-PREMAN-SDK"
        ]
      }
    },
    {
      "id": "AI096",
      "name": "Hotbox",
      "url": "https://www.hotbox.app/",
      "cat": "C06",
      "year": 2025,
      "team": 3,
      "location": "美国旧金山",
      "business": "识别Instagram评论与故事中的购买意图，通过私信问答、结账与CRM支持品牌限量发售。",
      "buyer": "消费品牌、票务及社交电商增长团队",
      "delivery": "公开机构介绍可读；官网交付说明可读，未独立运行或核验客户合同。",
      "notes": "同页标题$450K ARR与正文pre-launch $350K ARR并存，时序未知，均仅交叉核对；$4M管线、客户成交和创始人旧公司业绩排除。",
      "cohort": "2025年成立，据Speedrun Founded字段；SR006批次与成立、推出日期分开",
      "teamBasis": "Speedrun列Employees，人数截至日未注明；不把创始人旧公司人数相加",
      "price": "本轮未取得明确套餐或已签收费；网页商品演示价格不是Hotbox收费",
      "stage": "公开产品或业务介绍；收入、客户付费与实际交付尚未独立验证",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "self",
      "evidenceIds": [
        "SR25-HOTBOX",
        "SR25-HOTBOX-HOME"
      ],
      "businessModel": "社交电商转化软件；订阅、实施或结果收费分摊待核",
      "entityBasis": "机构成立字段与官网链接对应；精确法律注册、当前股权及集团合并范围待核。",
      "classificationBasis": "按当前主要买家、任务和交付归类；行业、AI标签与创始人旧履历不代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网与机构页交付自述；未独立运行产品、模型或复现性能测试。",
        "evidenceIds": [
          "SR25-HOTBOX-HOME"
        ]
      }
    },
    {
      "id": "AI097",
      "name": "OneGC",
      "url": "https://onegc.com/",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "美国旧金山",
      "business": "AI整理合同、公司治理与雇佣事项，结合律师审阅和办理，为初创企业提供持续法务服务。",
      "buyer": "初创企业创始人及法务团队",
      "delivery": "公开机构介绍可读；官网交付说明可读，未独立运行或核验客户合同。",
      "notes": "机构页$1.18M以上ARR旁列420K试点，覆盖关系未清；不相加或相减推付费ARR。机构年订阅额度描述与当前官网固定月费并列，律所与平台收入拆分待核。",
      "cohort": "2025年成立，据Speedrun Founded字段；SR007批次与成立、推出日期分开",
      "teamBasis": "Speedrun列Employees，人数截至日未注明；不把创始人旧公司人数相加",
      "price": "官网Starter $999/月，Growth $1,999/月起，企业定制；标价并非实际合同或收入",
      "stage": "公开产品或业务介绍；收入、客户付费与实际交付尚未独立验证",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "self",
      "evidenceIds": [
        "SR25-ONEGC",
        "SR25-ONEGC-HOME",
        "SR007F10-P-AI097"
      ],
      "businessModel": "技术平台加律师专业服务；覆盖事项固定月费，特殊事项另报固定费用",
      "entityBasis": "官网自述OneGC Law为提供法律服务的加州专业公司，OneGC, Inc.为独立技术平台公司；登记及各主体收入合并范围尚未独立核。",
      "classificationBasis": "按当前主要买家、任务和交付归类；行业、AI标签与创始人旧履历不代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网与机构页交付自述；未独立运行产品、模型或复现性能测试。",
        "evidenceIds": [
          "SR25-ONEGC-HOME"
        ]
      }
    },
    {
      "id": "AI098",
      "name": "Omi Health",
      "url": "https://omihealth.com/",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "美国纽约",
      "business": "宠物年度血液/唾液检测、兽医支持与AI健康计划及数据管理。",
      "buyer": "宠物家庭",
      "delivery": "公开机构介绍可读；官网交付说明可读，未独立运行或核验客户合同。",
      "notes": "机构把2000人等待名单折算约$1M estimated ARR，并非已收费收入；当前官网4000多宠物家庭不证明付费人数。Ritual旧ARR排除。",
      "cohort": "2025年成立，据Speedrun Founded字段；SR006批次与成立、推出日期分开",
      "teamBasis": "Speedrun列Employees，人数截至日未注明；不把创始人旧公司人数相加",
      "price": "官网$500/年，含年度检测和支持；不按等待名单乘标价当实际收入",
      "stage": "公开产品或业务介绍；收入、客户付费与实际交付尚未独立验证",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "unknown",
      "evidenceIds": [
        "SR25-OMI-HEALTH",
        "SR25-OMI-HEALTH-HOME"
      ],
      "businessModel": "年度会员包含实体检测、兽医服务和软件；服务成本及软件收入比例待核",
      "entityBasis": "机构成立字段与官网链接对应；精确法律注册、当前股权及集团合并范围待核。",
      "classificationBasis": "按当前主要买家、任务和交付归类；行业、AI标签与创始人旧履历不代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网与机构页交付自述；未独立运行产品、模型或复现性能测试。",
        "evidenceIds": [
          "SR25-OMI-HEALTH-HOME"
        ]
      }
    },
    {
      "id": "AI099",
      "name": "First Voyage（Momo）",
      "url": "https://momoselfcare.com/",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": "美国旧金山",
      "business": "以AI虚拟宠物和任务奖励支持睡眠记录、每日反思与习惯养成。",
      "buyer": "个人消费者",
      "delivery": "公开机构介绍可读；官网交付说明可读，未独立运行或核验客户合同。",
      "notes": "机构的任务完成量与次日留存不等付费或收入；$1.5M ARR属于创始人此前Coachify，不归First Voyage。",
      "cohort": "2025年成立，据Speedrun Founded字段；SR005批次与成立、推出日期分开",
      "teamBasis": "Speedrun列Employees，人数截至日未注明；不把创始人旧公司人数相加",
      "price": "本轮未核明确套餐或已签收费",
      "stage": "公开产品或业务介绍；收入、客户付费与实际交付尚未独立验证",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "unknown",
      "evidenceIds": [
        "SR25-FIRST-VOYAGE",
        "SR25-FIRST-VOYAGE-HOME"
      ],
      "businessModel": "消费者自我照护应用；订阅、内购与具体收费本轮未核",
      "entityBasis": "机构成立字段与官网链接对应；精确法律注册、当前股权及集团合并范围待核。",
      "classificationBasis": "按当前主要买家、任务和交付归类；行业、AI标签与创始人旧履历不代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网与机构页交付自述；未独立运行产品、模型或复现性能测试。",
        "evidenceIds": [
          "SR25-FIRST-VOYAGE-HOME"
        ]
      }
    },
    {
      "id": "AI100",
      "name": "DRS",
      "url": "https://teamdrs.ai/",
      "cat": "C08",
      "year": 2025,
      "team": 10,
      "location": "美国旧金山",
      "business": "消费级AI照片与视频创作应用工作室，跨产品复用增长、订阅和运营基础设施。",
      "buyer": "照片与视频创作消费者",
      "delivery": "公开机构介绍可读；官网交付说明可读，未独立运行或核验客户合同。",
      "notes": "机构自述三款应用合计$1.3M ARR，第二款$400K是产品里程碑，不能再次相加；创始人旧公司ARR、收购金额与人数排除。",
      "cohort": "2025年成立，据Speedrun Founded字段；SR007批次与成立、推出日期分开",
      "teamBasis": "Speedrun列Employees，人数截至日未注明；不把创始人旧公司人数相加",
      "price": "官网列Glow与Make的应用入口；本轮未读取各商店当前套餐及已付费合同",
      "stage": "公开产品或业务介绍；收入、客户付费与实际交付尚未独立验证",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "self",
      "evidenceIds": [
        "SR25-DRS",
        "SR25-DRS-HOME",
        "SR007F10-P-AI100"
      ],
      "businessModel": "多应用组合经营；官网列订阅/定价基础设施，内购净收入及平台抽成分摊待核",
      "entityBasis": "机构成立字段与官网链接对应；精确法律注册、当前股权及集团合并范围待核。",
      "classificationBasis": "按当前主要买家、任务和交付归类；行业、AI标签与创始人旧履历不代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网与机构页交付自述；未独立运行产品、模型或复现性能测试。",
        "evidenceIds": [
          "SR25-DRS-HOME"
        ]
      }
    },
    {
      "id": "AI101",
      "name": "Hammock",
      "url": "https://www.usehammock.co/",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "美国纽约",
      "business": "雇主HSA/FSA及HRA福利管理，用AI发现合资格支出，结合卡片、薪资对接和人员支持。",
      "buyer": "雇主、HR及福利经纪团队",
      "delivery": "公开机构介绍可读；官网交付说明可读，未独立运行或核验客户合同。",
      "notes": "机构旧描述侧重公司健康保险，当前官网侧重HSA/FSA与福利账户管理；$50M ARR属Berry Street、$1B属WeightWatchers履历，均不归Hammock。",
      "cohort": "2025年成立，据Speedrun Founded字段；SR006批次与成立、推出日期分开",
      "teamBasis": "Speedrun列Employees，人数截至日未注明；不把创始人旧公司人数相加",
      "price": "官网按员工/月及所选模块报价，未公开具体金额",
      "stage": "公开产品或业务介绍；收入、客户付费与实际交付尚未独立验证",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "unknown",
      "evidenceIds": [
        "SR25-HAMMOCK",
        "SR25-HAMMOCK-HOME"
      ],
      "businessModel": "福利管理软件及配套服务，按员工每月计费并按模块报价；资金账户余额不是软件收入",
      "entityBasis": "官网页脚Voyager HLTH Inc.；品牌与该主体关联仅据官网，精确注册、其他金融/服务提供方及收费主体待核。",
      "classificationBasis": "按当前主要买家、任务和交付归类；行业、AI标签与创始人旧履历不代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网与机构页交付自述；未独立运行产品、模型或复现性能测试。",
        "evidenceIds": [
          "SR25-HAMMOCK-HOME"
        ]
      }
    },
    {
      "id": "AI102",
      "name": "Cedar（招聘网络）",
      "url": "https://agentcedar.com/",
      "cat": "C05",
      "year": 2025,
      "team": 4,
      "location": "美国旧金山",
      "business": "利用员工关系访谈与AI代理构建推荐招聘网络，帮助企业发现候选人。",
      "buyer": "企业招聘及人才团队",
      "delivery": "公开机构介绍可读；官网交付说明可读，未独立运行或核验客户合同。",
      "notes": "机构标题$2.5M contracted revenue与正文closed $3M并存，无期间、确认或经常性定义；均不作实际ARR。Hootsuite旧ARR及客户招聘成本排除。",
      "cohort": "2025年成立，据Speedrun Founded字段；SR006批次与成立、推出日期分开",
      "teamBasis": "Speedrun列Employees，人数截至日未注明；不把创始人旧公司人数相加",
      "price": "本轮未取得公开套餐或已签收费细则",
      "stage": "公开产品或业务介绍；收入、客户付费与实际交付尚未独立验证",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "unknown",
      "evidenceIds": [
        "SR25-CEDAR",
        "SR25-CEDAR-HOME"
      ],
      "businessModel": "招聘网络与推荐代理；订阅、服务或成功推荐收费未核",
      "entityBasis": "机构getcedar.ai链接导向agentcedar.com，页脚Cedar AI Agents, Inc.；法律登记及收入签约主体尚未独立核。",
      "classificationBasis": "按当前主要买家、任务和交付归类；行业、AI标签与创始人旧履历不代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网与机构页交付自述；未独立运行产品、模型或复现性能测试。",
        "evidenceIds": [
          "SR25-CEDAR",
          "SR25-CEDAR-HOME"
        ]
      }
    },
    {
      "id": "AI103",
      "name": "Loops AI（loopsai.com）",
      "url": "https://loopsai.com/",
      "cat": "C06",
      "year": 2025,
      "team": 21,
      "location": "美国旧金山",
      "business": "电商商品数据补全、意图搜索、购物助手及客户支持代理，结合部署和持续优化服务。",
      "buyer": "零售及电商运营团队",
      "delivery": "公开机构介绍可读；官网仅返回标识，正文留缺，未独立运行或核验客户合同。",
      "notes": "CEO履历中的当前Loops $500K以上ARR仅自述；客户部署$10M以上销售不等Loops收入，70多客户和试点也不等全部付费。",
      "cohort": "2025年成立，据Speedrun Founded字段；SR006批次与成立、推出日期分开",
      "teamBasis": "Speedrun列Employees，人数截至日未注明；不把创始人旧公司人数相加",
      "price": "本轮未核具体套餐或合同，官网正文读取不足",
      "stage": "公开产品或业务介绍；收入、客户付费与实际交付尚未独立验证",
      "sourceType": "a16z Speedrun投资机构介绍及公司官网",
      "revenueStatus": "self",
      "evidenceIds": [
        "SR25-LOOPS-AI",
        "SR25-LOOPS-AI-HOME"
      ],
      "businessModel": "电商软件与人工部署、持续优化服务；软件、用量及服务收费分摊待核",
      "entityBasis": "机构成立字段与官网链接对应；精确法律注册、当前股权及集团合并范围待核。",
      "classificationBasis": "按当前主要买家、任务和交付归类；行业、AI标签与创始人旧履历不代替主营判断。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "仅机构页技术自述可读，官网正文读取不足；未独立运行产品、模型或复现性能测试。",
        "evidenceIds": [
          "SR25-LOOPS-AI"
        ]
      }
    },
    {
      "id": "MR017",
      "name": "LLM Gateway",
      "url": "https://llmgateway.io/",
      "cat": "C02",
      "year": 2025,
      "location": "美国（平台资料）",
      "business": "多供应商模型API路由、计费、密钥管理及监控，另有模型使用订阅产品。",
      "buyer": "开发者及企业模型平台团队",
      "price": "API页按token及5%平台费、BYOK免费、企业询价；另有DevPass/Lounge订阅，历史收入分摊未核",
      "businessModel": "模型网关订阅与用量",
      "entityBasis": "官网条款自述Polar Lights LLC，精确注册和支付账户合并范围未核。",
      "notes": "成立年份为平台经营者资料；MRR为9月历史快照且连接过期，充值、使用、供应商成本和订阅须拆分，不能当当前纯SaaS净收入。",
      "evidenceIds": [
        "MR2-LLM-WEB",
        "MR2-LLM-MD",
        "MR2-LLM-HOME",
        "MR2-LLM-TERMS",
        "MR2-LLM-PRICE",
        "MR2-USD",
        "MR2-METHOD"
      ],
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网产品与部署说明；未读取源代码、安装运行或独立测试路由/可靠性。",
        "evidenceIds": [
          "MR2-LLM-HOME"
        ]
      },
      "team": null,
      "delivery": "平台有支付连接历史，法律主体、全账户收入和实际产品效果未独立验证。",
      "cohort": "2025年创立（平台资料），产品/业务口径，非法律注册确认",
      "teamBasis": "平台人数及经营者资料未转换为精确团队数",
      "stage": "有平台支付数据，实际成本、留存和公司合并口径待核",
      "sourceType": "支付平台连接指标、经营者可编辑资料及可读官网",
      "revenueStatus": "platform",
      "classificationBasis": "按当前交付分类：模型路由基础设施与内容创作软件分开，不能因为均调用模型而合成同一业务。"
    },
    {
      "id": "MR018",
      "name": "Gomotion AI（TrustMRR iker）",
      "url": "https://trustmrr.com/startup/iker",
      "cat": "C08",
      "year": 2026,
      "location": "西班牙（平台资料）",
      "business": "将主题自动生成YouTube纪录片式视频，包含脚本、配音、素材和编辑。",
      "buyer": "视频频道经营者与内容团队",
      "price": "平台列Creator $27/月、Studio $59/月、Agency $107/月；当前官网、合同和额度未核",
      "businessModel": "软件订阅",
      "entityBasis": "本轮仅平台产品记录，无独立官网/注册主体证明；不与同名其他公司合并。",
      "notes": "平台2026年7月起步字段，非工商确认；网页与Markdown缓存有不同同步时点，较早数值另列。",
      "evidenceIds": [
        "MR2-GOMO-WEB",
        "MR2-GOMO-MD",
        "MR2-USD",
        "MR2-METHOD"
      ],
      "team": null,
      "delivery": "平台有支付连接历史，法律主体、全账户收入和实际产品效果未独立验证。",
      "cohort": "2026年创立（平台资料），产品/业务口径，非法律注册确认",
      "teamBasis": "平台人数及经营者资料未转换为精确团队数",
      "stage": "有平台支付数据，实际成本、留存和公司合并口径待核",
      "sourceType": "支付平台连接指标及经营者可编辑资料；独立官网未取得",
      "revenueStatus": "platform",
      "classificationBasis": "按当前交付分类：模型路由基础设施与内容创作软件分开，不能因为均调用模型而合成同一业务。"
    },
    {
      "id": "MR019",
      "name": "Promptwise（promptwise.com）",
      "url": "https://promptwise.com/",
      "cat": "C08",
      "year": 2025,
      "location": "美国（平台资料）",
      "business": "聚合图像、视频与音频模型，为创作者提供生成、UGC与流程画布软件。",
      "buyer": "创作者、品牌及内容团队",
      "price": "官网当前月费含积分，额外额度另计；官网现套餐与平台$9—349范围分开，不用于推实际收入",
      "businessModel": "软件订阅",
      "entityBasis": "官网和条款自述ZeroTen Media Inc；2025年12月为平台产品起步字段，主体注册与财务合并范围未核。",
      "notes": "平台团队为11—25范围，精确人数留空；收入快照与期间表金额不同，保留差异，不混入MRR或据此推断虚报。",
      "evidenceIds": [
        "MR2-PROMPT-WEB",
        "MR2-PROMPT-MD",
        "MR2-PROMPT-HOME",
        "MR2-PROMPT-TERMS",
        "MR2-USD",
        "MR2-METHOD"
      ],
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网创意工作区及模型聚合说明；未独立运行或测试生成质量。",
        "evidenceIds": [
          "MR2-PROMPT-HOME",
          "MR2-PROMPT-TERMS"
        ]
      },
      "team": null,
      "delivery": "平台有支付连接历史，法律主体、全账户收入和实际产品效果未独立验证。",
      "cohort": "2025年创立（平台资料），产品/业务口径，非法律注册确认",
      "teamBasis": "平台人数及经营者资料未转换为精确团队数",
      "stage": "有平台支付数据，实际成本、留存和公司合并口径待核",
      "sourceType": "支付平台连接指标、经营者可编辑资料及可读官网",
      "revenueStatus": "platform",
      "classificationBasis": "按当前交付分类：模型路由基础设施与内容创作软件分开，不能因为均调用模型而合成同一业务。"
    },
    {
      "id": "AI104",
      "name": "Aparti",
      "url": "https://www.aparti.ai/",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "美国旧金山（公司主页）",
      "business": "家事律所的财务、收费及案件工作流软件，另有消费者文档准备试点Amie。",
      "buyer": "家事律所及自助离婚文件准备用户",
      "delivery": "官网、公司主页和条款可读；实际付费、合同及交付效果未独立核验。",
      "notes": "公司公开主页自述2025成立；此前成立字段不可读的缺项由本轮补证。Dealroom上线时间与公司成立分开，律所客户回款、案件金额、融资和企业估值不作公司ARR。",
      "cohort": "2025年成立，据公司自述主页；精确法律注册待核",
      "teamBasis": "公司页2—10为范围，关联5个账号不等精确员工数",
      "price": "本轮未取得已签收费；旧价格与当前B2B软件、Amie文档服务分摊仍待核",
      "stage": "公开公司/产品资料，付费及商业成熟度未独立验证",
      "sourceType": "公司自述主页、官网、条款及投资/公开名录关联",
      "revenueStatus": "unknown",
      "evidenceIds": [
        "FOLLOWUP-APARTI-YEAR",
        "FOLLOWUP-APARTI-HOME",
        "FOLLOWUP-APARTI-TERMS",
        "FOLLOWUP-APARTI-DEALROOM",
        "TC25-POL-APARTI-ANTLER"
      ],
      "businessModel": "律所工作流软件与消费者文档交付；订阅和项目服务收入待拆分",
      "entityBasis": "域名、创始人及Antler团队资料对应；法律注册名称与日期未独立核，不因Amie单独产品再增公司。",
      "classificationBasis": "按家事法律买家与收费/文档任务归行业专业应用，不当基础模型或律师事务所。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-30",
        "summary": "已读官网及条款技术/交付自述；未独立运行、评测或验证案件结果。",
        "evidenceIds": [
          "FOLLOWUP-APARTI-HOME",
          "FOLLOWUP-APARTI-TERMS"
        ]
      }
    },
    {
      "id": "YC30238",
      "name": "Amby Health",
      "url": "https://www.ycombinator.com/companies/amby-health",
      "channel": "S01",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "短信健康教练连接穿戴数据并主动跟进；历史业务为EMS病历审核与收费辅助。",
      "buyer": "个人健康管理用户；历史买家为EMS机构",
      "delivery": "当前官网可读但定价、医疗效果与付费未知；2025年EMS AI发布明确，不能把旧客户收入迁为当前公司收入。",
      "notes": "当前官网可读但定价、医疗效果与付费未知；2025年EMS AI发布明确，不能把旧客户收入迁为当前公司收入。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；法律注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明",
      "price": "本轮未取得可核验实际合同及现行收费",
      "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可访问官方资料",
      "evidenceIds": [
        "UNCLEAR1-30238-YC",
        "UNCLEAR1-30238-LAUNCH1",
        "UNCLEAR1-30238-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "消费者健康服务；历史机构软件收费未取得",
      "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核",
      "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。",
      "extraUrl": "https://tryamby.com"
    },
    {
      "id": "YC30333",
      "name": "TensorPool",
      "url": "https://www.ycombinator.com/companies/tensorpool",
      "channel": "S01",
      "cat": "C02",
      "year": 2025,
      "team": 3,
      "location": null,
      "business": "以CLI调度多云GPU训练任务及Spot任务恢复。",
      "buyer": "模型训练团队及GPU使用者",
      "delivery": "YC当前标记Acquired；官网仅取得标题，不确认独立经营。半价/约50%节省及每周5美元赠额是历史自述，非收入。",
      "notes": "YC当前标记Acquired；官网仅取得标题，不确认独立经营。半价/约50%节省及每周5美元赠额是历史自述，非收入。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；法律注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明",
      "price": "本轮未取得可核验实际合同及现行收费",
      "stage": "YC自述状态：Acquired；实际独立经营及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可访问官方资料",
      "evidenceIds": [
        "UNCLEAR1-30333-YC",
        "UNCLEAR1-30333-LAUNCH1"
      ],
      "revenueStatus": "unknown",
      "businessModel": "GPU任务托管/算力服务；云成本、加价与毛利待核",
      "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核",
      "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。",
      "extraUrl": "https://tensorpool.dev",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读CLI、多云调度及Spot恢复技术自述；未运行、核对算力账单或独立验证节省。",
        "evidenceIds": [
          "UNCLEAR1-30333-LAUNCH1"
        ]
      }
    },
    {
      "id": "YC30343",
      "name": "Cedar",
      "url": "https://www.ycombinator.com/companies/cedar",
      "channel": "S01",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "当前为销售工作空间，连接CRM、客户上下文及销售流程；历史为应用内AI助手及产品分析。",
      "buyer": "销售代表及销售团队",
      "delivery": "当前官网只取得销售AI标题；分类主要依据YC当前公司自述。与已有AI102招聘Cedar按不同YC链接分开，不因重名合并。",
      "notes": "当前官网只取得销售AI标题；分类主要依据YC当前公司自述。与已有AI102招聘Cedar按不同YC链接分开，不因重名合并。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；法律注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明",
      "price": "本轮未取得可核验实际合同及现行收费",
      "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可访问官方资料",
      "evidenceIds": [
        "UNCLEAR1-30343-YC",
        "UNCLEAR1-30343-LAUNCH1"
      ],
      "revenueStatus": "unknown",
      "businessModel": "销售软件；订阅或实施收费待核",
      "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核",
      "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。",
      "extraUrl": "https://mail.cedarcopilot.com/"
    },
    {
      "id": "YC30408",
      "name": "Autostep",
      "url": "https://www.ycombinator.com/companies/autostep",
      "channel": "S01",
      "cat": "C05",
      "year": 2025,
      "team": 1,
      "location": null,
      "business": "观测知识工作流程、衡量成本和ROI，并识别和实施可自动化任务。",
      "buyer": "企业运营、财务及AI转型团队",
      "delivery": "官网和2026年发布可读；2025为YC成立字段，不把2026产品发布当成立。客户浪费/节省和ROI示例不是Autostep收入，未独立验证监测效果。",
      "notes": "官网和2026年发布可读；2025为YC成立字段，不把2026产品发布当成立。客户浪费/节省和ROI示例不是Autostep收入，未独立验证监测效果。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；法律注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明",
      "price": "本轮未取得可核验实际合同及现行收费",
      "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可访问官方资料",
      "evidenceIds": [
        "UNCLEAR1-30408-YC",
        "UNCLEAR1-30408-LAUNCH1",
        "UNCLEAR1-30408-LAUNCH2",
        "UNCLEAR1-30408-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "企业工作分析软件及Agent实施；人工工程与软件收费待拆",
      "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核",
      "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。",
      "extraUrl": "https://autostep.ai/"
    },
    {
      "id": "YC30412",
      "name": "Bloom",
      "url": "https://www.ycombinator.com/companies/bloom-4",
      "channel": "S01",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "通过对话构建原生移动应用及后端。",
      "buyer": "移动应用创作者及小团队",
      "delivery": "官网可读，Android标记早期访问；上线入口和厂商示例不证明实际商用规模。不与Bloomy合并；创始人旧应用及收购邀约不作本公司收入。",
      "notes": "官网可读，Android标记早期访问；上线入口和厂商示例不证明实际商用规模。不与Bloomy合并；创始人旧应用及收购邀约不作本公司收入。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；法律注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明",
      "price": "本轮未取得可核验实际合同及现行收费",
      "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可访问官方资料",
      "evidenceIds": [
        "UNCLEAR1-30412-YC",
        "UNCLEAR1-30412-LAUNCH1",
        "UNCLEAR1-30412-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "应用构建工具；使用额度、发布与托管收费待核",
      "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核",
      "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。",
      "extraUrl": "https://bloom.diy/"
    },
    {
      "id": "YC30420",
      "name": "Cua",
      "url": "https://www.ycombinator.com/companies/cua",
      "channel": "S01",
      "cat": "C03",
      "year": 2025,
      "team": 3,
      "location": null,
      "business": "共享自备计算机/虚拟桌面及Agent访问、远程中继和跨设备会话。",
      "buyer": "Computer-use Agent开发者及协作团队",
      "delivery": "当前官网明确不出租或托管计算机，云账单由客户自付；旧VM框架路线与现行共享服务分开。官网、公开仓库可读，未安装、运行或复现实验。",
      "notes": "当前官网明确不出租或托管计算机，云账单由客户自付；旧VM框架路线与现行共享服务分开。官网、公开仓库可读，未安装、运行或复现实验。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；法律注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明",
      "price": "官网原文$：Free；Pro月付18或年付180；Teams每席月付30或年付300；云VM另付，实际结算未核",
      "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可访问官方资料",
      "evidenceIds": [
        "UNCLEAR1-30420-YC",
        "UNCLEAR1-30420-LAUNCH1",
        "UNCLEAR1-30420-HOME",
        "UNCLEAR1-30420-CODE"
      ],
      "revenueStatus": "unknown",
      "businessModel": "自备计算机上的软件/中继订阅与团队席位",
      "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核",
      "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。",
      "extraUrl": "https://cua.ai",
      "pricingEvidence": "UNCLEAR1-30420-HOME",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "已读仓库README及组件索引，公开材料可访问；Spaces源可见与MIT组件许可分开，未运行或复现实验。",
        "evidenceIds": [
          "UNCLEAR1-30420-CODE",
          "UNCLEAR1-30420-HOME"
        ]
      }
    },
    {
      "id": "YC30428",
      "name": "Capacitive",
      "url": "https://www.ycombinator.com/companies/capacitive",
      "channel": "S01",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "为Agent提供数据网关、上下文和权限；历史产品为无代码Agent构建。",
      "buyer": "企业Agent开发团队及知识工作者",
      "delivery": "当前官网仅联系入口，主营依据YC自述；2025免费测试说明不证明当前开放、付费或数据权限控制有效。",
      "notes": "当前官网仅联系入口，主营依据YC自述；2025免费测试说明不证明当前开放、付费或数据权限控制有效。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；法律注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明",
      "price": "本轮未取得可核验实际合同及现行收费",
      "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可访问官方资料",
      "evidenceIds": [
        "UNCLEAR1-30428-YC",
        "UNCLEAR1-30428-LAUNCH1"
      ],
      "revenueStatus": "unknown",
      "businessModel": "企业Agent数据连接与权限设施；实际套餐未知",
      "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核",
      "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。",
      "extraUrl": "https://capacitive.ai/"
    },
    {
      "id": "YC30454",
      "name": "Refresh",
      "url": "https://www.ycombinator.com/companies/refresh",
      "channel": "S01",
      "cat": "C02",
      "year": 2025,
      "team": 8,
      "location": null,
      "business": "提供软件工程、计算机操作等可评分的强化学习训练环境。",
      "buyer": "模型实验室及强化学习团队",
      "delivery": "官网可读，描述由专家建立及检查任务；未取得独立训练增益、完整任务集或客户合同，不将行业基准总分归公司。",
      "notes": "官网可读，描述由专家建立及检查任务；未取得独立训练增益、完整任务集或客户合同，不将行业基准总分归公司。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；法律注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明",
      "price": "本轮未取得可核验实际合同及现行收费",
      "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可访问官方资料",
      "evidenceIds": [
        "UNCLEAR1-30454-YC",
        "UNCLEAR1-30454-LAUNCH1",
        "UNCLEAR1-30454-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "RL环境/训练数据交付；定制服务与订阅待拆",
      "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核",
      "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。",
      "extraUrl": "https://www.refresh.dev"
    },
    {
      "id": "YC30494",
      "name": "Nixo",
      "url": "https://www.ycombinator.com/companies/nixo",
      "channel": "S01",
      "cat": "C05",
      "year": 2025,
      "team": 6,
      "location": null,
      "business": "整合客户、代码与工作上下文，协调FDE交付，并以AI辅助需求接入。",
      "buyer": "Forward-deployed工程师及客户交付团队",
      "delivery": "官网可读；2025年100名FDE访谈不等付费用户，页面Salesforce年合同185000美元为示例客户对象，不是Nixo已确认收入。",
      "notes": "官网可读；2025年100名FDE访谈不等付费用户，页面Salesforce年合同185000美元为示例客户对象，不是Nixo已确认收入。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；法律注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明",
      "price": "本轮未取得可核验实际合同及现行收费",
      "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可访问官方资料",
      "evidenceIds": [
        "UNCLEAR1-30494-YC",
        "UNCLEAR1-30494-LAUNCH1",
        "UNCLEAR1-30494-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "企业交付协调软件；实际收费与服务占比未核",
      "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核",
      "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。",
      "extraUrl": "https://withnixo.com/"
    },
    {
      "id": "YC30514",
      "name": "Scalar Field",
      "url": "https://www.ycombinator.com/companies/scalar-field",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": null,
      "business": "以Agent连接金融研究、回测及事件驱动交易执行。",
      "buyer": "交易者、量化研究与投资团队",
      "delivery": "2025年5月发布自述约800付费交易者、逾34000注册和74000美元符号月收入，期间/币种/经常性未给；不能升级MRR或当前ARR。2026约300ms执行为厂商自测，非独立收益证明。",
      "notes": "2025年5月发布自述约800付费交易者、逾34000注册和74000美元符号月收入，期间/币种/经常性未给；不能升级MRR或当前ARR。2026约300ms执行为厂商自测，非独立收益证明。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；法律注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明",
      "price": "本轮未取得可核验实际合同及现行收费",
      "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可访问官方资料",
      "evidenceIds": [
        "UNCLEAR1-30514-YC",
        "UNCLEAR1-30514-LAUNCH1",
        "UNCLEAR1-30514-LAUNCH2",
        "UNCLEAR1-30514-HOME"
      ],
      "revenueStatus": "self",
      "businessModel": "交易研究/Agent软件；订阅、数据及执行收入分摊未知",
      "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核",
      "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。",
      "extraUrl": "https://www.scalarfield.io/"
    },
    {
      "id": "YC30520",
      "name": "Synthetic Society",
      "url": "https://www.ycombinator.com/companies/synthetic-society",
      "channel": "S01",
      "cat": "C08",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "YC当前描述合成营销视频，2025年发布则为模拟用户进行应用QA。",
      "buyer": "内容营销团队；历史为软件测试团队",
      "delivery": "当前官网只取得名称及申请加入，当前创意业务按YC自述暂分C08；历史AI测试业务明确，转型时间、独立法律主体和现行交付仍待核。",
      "notes": "当前官网只取得名称及申请加入，当前创意业务按YC自述暂分C08；历史AI测试业务明确，转型时间、独立法律主体和现行交付仍待核。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；法律注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明",
      "price": "本轮未取得可核验实际合同及现行收费",
      "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可访问官方资料",
      "evidenceIds": [
        "UNCLEAR1-30520-YC",
        "UNCLEAR1-30520-LAUNCH1"
      ],
      "revenueStatus": "unknown",
      "businessModel": "内容生成软件/交付；现行收费与制作人工占比待核",
      "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核",
      "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。",
      "extraUrl": "https://syntheticsociety.ai/"
    },
    {
      "id": "YC30536",
      "name": "Propolis",
      "url": "https://www.ycombinator.com/companies/propolis",
      "channel": "S01",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "用AI浏览器代理模拟用户、检查应用流程。",
      "buyer": "软件开发与QA团队",
      "delivery": "YC标记Acquired；当前官网读取502，不确认停服或收购条件。历史全覆盖和替代QA为厂商主张，首批赠礼不是付费客户证明。",
      "notes": "YC标记Acquired；当前官网读取502，不确认停服或收购条件。历史全覆盖和替代QA为厂商主张，首批赠礼不是付费客户证明。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；法律注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明",
      "price": "本轮未取得可核验实际合同及现行收费",
      "stage": "YC自述状态：Acquired；实际独立经营及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可访问官方资料",
      "evidenceIds": [
        "UNCLEAR1-30536-YC",
        "UNCLEAR1-30536-LAUNCH1"
      ],
      "revenueStatus": "unknown",
      "businessModel": "自动化QA软件；实际定价及人工服务占比待核",
      "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核",
      "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。",
      "extraUrl": "https://propolis.tech/"
    },
    {
      "id": "YC30538",
      "name": "Den",
      "url": "https://www.ycombinator.com/companies/den",
      "channel": "S01",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "当前站点为AI互动故事与聊天，历史为知识工作Agent协作空间。",
      "buyer": "互动故事及角色叙事用户；历史为知识工作团队",
      "delivery": "YC链接getden.io重定向Den of Us，首页明确AI叙事；产品转型、实际经营主体及收入未核，不将历史Slack/Notion类空间当当前主营。创始人旧团队规模不迁入Den。",
      "notes": "YC链接getden.io重定向Den of Us，首页明确AI叙事；产品转型、实际经营主体及收入未核，不将历史Slack/Notion类空间当当前主营。创始人旧团队规模不迁入Den。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；法律注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明",
      "price": "本轮未取得可核验实际合同及现行收费",
      "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可访问官方资料",
      "evidenceIds": [
        "UNCLEAR1-30538-YC",
        "UNCLEAR1-30538-LAUNCH1",
        "UNCLEAR1-30538-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "消费者互动内容；当前免费入口，后续付费未知",
      "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核",
      "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。",
      "extraUrl": "https://getden.io"
    },
    {
      "id": "YC30592",
      "name": "Prox",
      "url": "https://www.ycombinator.com/companies/prox",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": null,
      "business": "为物流流程构建Agent，历史首用例为承运人索赔自动化。",
      "buyer": "第三方物流及履约服务商",
      "delivery": "当前YC描述空缺、官网超时，2025年公司发布提供AI业务依据；ShipBob包裹量及预期退款是客户规模/目标，非Prox收入，当前运营待核。",
      "notes": "当前YC描述空缺、官网超时，2025年公司发布提供AI业务依据；ShipBob包裹量及预期退款是客户规模/目标，非Prox收入，当前运营待核。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；法律注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明",
      "price": "本轮未取得可核验实际合同及现行收费",
      "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可访问官方资料",
      "evidenceIds": [
        "UNCLEAR1-30592-YC",
        "UNCLEAR1-30592-LAUNCH1"
      ],
      "revenueStatus": "unknown",
      "businessModel": "垂直行业Agent软件及部署；软件/结果分成/服务未拆",
      "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核",
      "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。"
    },
    {
      "id": "YC30631",
      "name": "Null Labs",
      "url": "https://www.ycombinator.com/companies/null-labs",
      "channel": "S01",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "为自主系统提供传感器仿真、合成图像数据及闭环测试设施。",
      "buyer": "自主系统开发及感知团队",
      "delivery": "官网明确感知模型数据与测试用途，据此补足AI设施依据；10倍边缘场景覆盖为厂商宣传，未运行或取得独立评测。",
      "notes": "官网明确感知模型数据与测试用途，据此补足AI设施依据；10倍边缘场景覆盖为厂商宣传，未运行或取得独立评测。 法律主体、当期经营数据及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未知",
      "price": "本轮未取得可核验实际合同收费",
      "stage": "公开资料可读；实际交付及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可读官方资料",
      "evidenceIds": [
        "UNCLEAR2-30631-YC",
        "UNCLEAR2-30631-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://n0labs.com",
      "businessModel": "仿真/合成训练数据软件或项目；定价及服务成本待核",
      "entityBasis": "同一YC公司与所链域名及发布历史；法律注册、产品转型和收费主体未独立核",
      "classificationBasis": "人工复核：按买家及交付任务归类，现行与历史业务分开；原AI不明初筛不回写。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读感知仿真、合成图像、SITL测试自述；覆盖增益未运行核验，公开产品说明非独立基准。",
        "evidenceIds": [
          "UNCLEAR2-30631-HOME"
        ]
      }
    },
    {
      "id": "YC30639",
      "name": "Signals",
      "url": "https://www.ycombinator.com/companies/signals",
      "channel": "S01",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "以AI消息店员提供售后、客户关怀和复购推荐；历史发布以短信退换货服务起步。",
      "buyer": "DTC电商品牌",
      "delivery": "当前官网iMessage/RCS及2026年AI礼宾发布可读；每会话约30美元复购增收、回复率和毛利提升属于客户业务，不是Signals收入。",
      "notes": "当前官网iMessage/RCS及2026年AI礼宾发布可读；每会话约30美元复购增收、回复率和毛利提升属于客户业务，不是Signals收入。 法律主体、当期经营数据及独立技术效果仍待核。",
      "cohort": "2026年成立，据YC公司自述；注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未知",
      "price": "本轮未取得可核验实际合同收费",
      "stage": "公开资料可读；实际交付及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可读官方资料",
      "evidenceIds": [
        "UNCLEAR2-30639-YC",
        "UNCLEAR2-30639-LAUNCH1"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.returnsignals.com",
      "businessModel": "品牌客户关系与消息软件；按会话、席位或增收分成待核",
      "entityBasis": "同一YC公司与所链域名及发布历史；法律注册、产品转型和收费主体未独立核",
      "classificationBasis": "人工复核：按买家及交付任务归类，现行与历史业务分开；原AI不明初筛不回写。"
    },
    {
      "id": "YC30670",
      "name": "cocreate",
      "url": "https://www.ycombinator.com/companies/cocreate",
      "channel": "S01",
      "cat": "C08",
      "year": 2025,
      "team": 10,
      "location": null,
      "business": "用AI辅助备份、音画同步、代理文件及素材整理，输出至既有剪辑工具。",
      "buyer": "视频制作、剪辑及后期团队",
      "delivery": "历史AI发布明确；当前官网本轮无法读取，不确认功能及商用规模。创始人作品播放量、项目耗时节省不作公司收入。",
      "notes": "历史AI发布明确；当前官网本轮无法读取，不确认功能及商用规模。创始人作品播放量、项目耗时节省不作公司收入。 法律主体、当期经营数据及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未知",
      "price": "本轮未取得可核验实际合同收费",
      "stage": "公开资料可读；实际交付及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可读官方资料",
      "evidenceIds": [
        "UNCLEAR2-30670-YC",
        "UNCLEAR2-30670-LAUNCH1"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://cocreate.so",
      "businessModel": "专业视频素材工作流软件；收费与实施人工未知",
      "entityBasis": "同一YC公司与所链域名及发布历史；法律注册、产品转型和收费主体未独立核",
      "classificationBasis": "人工复核：按买家及交付任务归类，现行与历史业务分开；原AI不明初筛不回写。"
    },
    {
      "id": "YC30706",
      "name": "Solva",
      "url": "https://www.ycombinator.com/companies/solva",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 7,
      "location": null,
      "business": "以AI辅助保险理赔审核，当前官网扩展到保险风险与覆盖设施。",
      "buyer": "保险公司及嵌入保险业务",
      "delivery": "2025年理赔Agent及当前AI风险设施资料可读；官网150M保费、300000风险及160M融资为团队此前事业，不是Solva收入。认证仅自述，未查证报告。",
      "notes": "2025年理赔Agent及当前AI风险设施资料可读；官网150M保费、300000风险及160M融资为团队此前事业，不是Solva收入。认证仅自述，未查证报告。 法律主体、当期经营数据及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未知",
      "price": "本轮未取得可核验实际合同收费",
      "stage": "公开资料可读；实际交付及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可读官方资料",
      "evidenceIds": [
        "UNCLEAR2-30706-YC",
        "UNCLEAR2-30706-LAUNCH1",
        "UNCLEAR2-30706-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://solvatechnology.com",
      "businessModel": "行业保险软件/风险设施；保费、软件费与分成需拆",
      "entityBasis": "同一YC公司与所链域名及发布历史；法律注册、产品转型和收费主体未独立核",
      "classificationBasis": "人工复核：按买家及交付任务归类，现行与历史业务分开；原AI不明初筛不回写。"
    },
    {
      "id": "YC30777",
      "name": "Modelence",
      "url": "https://www.ycombinator.com/companies/modelence",
      "channel": "S01",
      "cat": "C04",
      "year": 2025,
      "team": 3,
      "location": null,
      "business": "部署及托管应用后端、数据库与定时任务，并提供Agent接入及自动运维。",
      "buyer": "应用开发者及创业团队",
      "delivery": "官网明确由Agent部署/运维并接入编码Agent，补足原短简介未有的AI设施描述；通用云/确定性自动化与AI贡献仍需拆分。CodeSignal500M是旧公司平台描述，非Modelence收入。",
      "notes": "官网明确由Agent部署/运维并接入编码Agent，补足原短简介未有的AI设施描述；通用云/确定性自动化与AI贡献仍需拆分。CodeSignal500M是旧公司平台描述，非Modelence收入。 法律主体、当期经营数据及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未知",
      "price": "本轮未取得可核验实际合同收费",
      "stage": "公开资料可读；实际交付及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可读官方资料",
      "evidenceIds": [
        "UNCLEAR2-30777-YC",
        "UNCLEAR2-30777-LAUNCH1",
        "UNCLEAR2-30777-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://modelence.com",
      "businessModel": "托管应用云与开发软件；基础设施转售/运维服务待拆",
      "entityBasis": "同一YC公司与所链域名及发布历史；法律注册、产品转型和收费主体未独立核",
      "classificationBasis": "人工复核：按买家及交付任务归类，现行与历史业务分开；原AI不明初筛不回写。"
    },
    {
      "id": "YC30821",
      "name": "Efference",
      "url": "https://www.ycombinator.com/companies/efference",
      "channel": "S01",
      "cat": "C10",
      "year": 2025,
      "team": 12,
      "location": null,
      "business": "机器人视觉相机、联网与远端推理/训练设施。",
      "buyer": "机器人开发及训练数据团队",
      "delivery": "2025年学习型深度感知相机发布与当前远端算力路线分开；旧预购称三月交货，当前Stereo标2026年12月，实际交付未核，不将预订或客户成本节省作收入。",
      "notes": "2025年学习型深度感知相机发布与当前远端算力路线分开；旧预购称三月交货，当前Stereo标2026年12月，实际交付未核，不将预订或客户成本节省作收入。 法律主体、当期经营数据及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未知",
      "price": "本轮未取得可核验实际合同收费",
      "stage": "公开资料可读；实际交付及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可读官方资料",
      "evidenceIds": [
        "UNCLEAR2-30821-YC",
        "UNCLEAR2-30821-LAUNCH1",
        "UNCLEAR2-30821-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://efference.ai",
      "businessModel": "感知硬件加网络/推理服务；硬件与经常性费用需拆",
      "entityBasis": "同一YC公司与所链域名及发布历史；法律注册、产品转型和收费主体未独立核",
      "classificationBasis": "人工复核：按买家及交付任务归类，现行与历史业务分开；原AI不明初筛不回写。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读历史学习型深度模型/相机与当前远端推理/训练路线；未运行感知模型或核验实时性、节省和交付。",
        "evidenceIds": [
          "UNCLEAR2-30821-HOME",
          "UNCLEAR2-30821-LAUNCH1"
        ]
      }
    },
    {
      "id": "YC30846",
      "name": "Parse",
      "url": "https://www.ycombinator.com/companies/parse-bot",
      "channel": "S01",
      "cat": "C03",
      "year": 2025,
      "team": 4,
      "location": null,
      "business": "由Agent将网站操作转成可调用API/MCP工具，后续执行以网络请求而非持续浏览器控制完成。",
      "buyer": "Web数据、自动化及Agent开发者",
      "delivery": "官网明确Agent构建及修复API；100倍速度为厂商宣传，旧35000用户不等付费。登录API为付费计划早期测试，企业复杂登录含服务，未运行或取得完整覆盖验证。",
      "notes": "官网明确Agent构建及修复API；100倍速度为厂商宣传，旧35000用户不等付费。登录API为付费计划早期测试，企业复杂登录含服务，未运行或取得完整覆盖验证。 法律主体、当期经营数据及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未知",
      "price": "私有API新建75/修改50 credits、调用另计；免费市场与200赠额不等付费，实际美元套餐未取得",
      "stage": "公开资料可读；实际交付及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可读官方资料",
      "evidenceIds": [
        "UNCLEAR2-30846-YC",
        "UNCLEAR2-30846-LAUNCH1",
        "UNCLEAR2-30846-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://parse.bot",
      "businessModel": "API调用/私有构建计量及托管服务；免费市场与付费功能分开",
      "entityBasis": "同一YC公司与所链域名及发布历史；法律注册、产品转型和收费主体未独立核",
      "classificationBasis": "人工复核：按买家及交付任务归类，现行与历史业务分开；原AI不明初筛不回写。",
      "pricingEvidence": "UNCLEAR2-30846-HOME"
    },
    {
      "id": "YC30857",
      "name": "Aspect",
      "url": "https://www.ycombinator.com/companies/aspect-inc",
      "channel": "S01",
      "cat": "C08",
      "year": 2025,
      "team": 3,
      "location": null,
      "business": "集中存储和流式访问媒体文件，以Agent搜索、整理及协作审片。",
      "buyer": "视频、创意与媒体团队",
      "delivery": "2025及2026发布、当前官网可读；演示库、素材大小和旧团队10000小时经验不等客户规模或公司收入，免费迁移不证明无实施成本。",
      "notes": "2025及2026发布、当前官网可读；演示库、素材大小和旧团队10000小时经验不等客户规模或公司收入，免费迁移不证明无实施成本。 法律主体、当期经营数据及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未知",
      "price": "本轮未取得可核验实际合同收费",
      "stage": "公开资料可读；实际交付及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可读官方资料",
      "evidenceIds": [
        "UNCLEAR2-30857-YC",
        "UNCLEAR2-30857-LAUNCH1",
        "UNCLEAR2-30857-LAUNCH2",
        "UNCLEAR2-30857-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://aspect.inc",
      "businessModel": "媒体存储/协作软件与AI工具；云存储、流量、实施待拆",
      "entityBasis": "同一YC公司与所链域名及发布历史；法律注册、产品转型和收费主体未独立核",
      "classificationBasis": "人工复核：按买家及交付任务归类，现行与历史业务分开；原AI不明初筛不回写。"
    },
    {
      "id": "YC30874",
      "name": "Minro",
      "url": "https://www.ycombinator.com/companies/minro",
      "channel": "S01",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "从产品行为丰富用户上下文、识别流失风险并生成个性化挽留触达。",
      "buyer": "SaaS创业者及客户成功团队",
      "delivery": "YC自述约80%身份匹配、预测风险和撰写触达，官网自然语言分析及Agent功能；准确率、留存增益和身份关联未独立核验，候补名单与Logo不等付费用户。",
      "notes": "YC自述约80%身份匹配、预测风险和撰写触达，官网自然语言分析及Agent功能；准确率、留存增益和身份关联未独立核验，候补名单与Logo不等付费用户。 法律主体、当期经营数据及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未知",
      "price": "本轮未取得可核验实际合同收费",
      "stage": "公开资料可读；实际交付及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可读官方资料",
      "evidenceIds": [
        "UNCLEAR2-30874-YC",
        "UNCLEAR2-30874-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://minro.com/",
      "businessModel": "客户情报/留存软件；实际收费未知",
      "entityBasis": "同一YC公司与所链域名及发布历史；法律注册、产品转型和收费主体未独立核",
      "classificationBasis": "人工复核：按买家及交付任务归类，现行与历史业务分开；原AI不明初筛不回写。"
    },
    {
      "id": "YC30881",
      "name": "Wardstone",
      "url": "https://www.ycombinator.com/companies/wardstone",
      "channel": "S01",
      "cat": "C10",
      "year": 2025,
      "team": 8,
      "location": null,
      "business": "模块化拦截硬件平台；历史公司发布含红外计算机视觉的自动化演示。",
      "buyer": "防务采购及系统集成客户",
      "delivery": "按明确历史CV演示补足AI相关依据；当前模块平台的模型实现和AI占比待核。300万美元SBIR为寻求支持的申请，不是已授予资助或公司收入；不提供系统工程评估。",
      "notes": "按明确历史CV演示补足AI相关依据；当前模块平台的模型实现和AI占比待核。300万美元SBIR为寻求支持的申请，不是已授予资助或公司收入；不提供系统工程评估。 法律主体、当期经营数据及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未知",
      "price": "本轮未取得可核验实际合同收费",
      "stage": "公开资料可读；实际交付及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可读官方资料",
      "evidenceIds": [
        "UNCLEAR2-30881-YC",
        "UNCLEAR2-30881-LAUNCH1",
        "UNCLEAR2-30881-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.wardstone.us",
      "businessModel": "实体系统/研发与集成项目；实际合同及经常性服务未知",
      "entityBasis": "同一YC公司与所链域名及发布历史；法律注册、产品转型和收费主体未独立核",
      "classificationBasis": "人工复核：按买家及交付任务归类，现行与历史业务分开；原AI不明初筛不回写。"
    },
    {
      "id": "YC30904",
      "name": "Tensr",
      "url": "https://www.ycombinator.com/companies/tensr",
      "channel": "S01",
      "cat": "C10",
      "year": 2025,
      "team": 7,
      "location": null,
      "business": "以机器人制造机器人，并以生产数据训练规划和运行生产的模型。",
      "buyer": "机器人及硬件制造客户",
      "delivery": "当前官网工厂与学习系统路线、2026年发布可读；24小时全流程为目标，实际订单、工厂面积和ISS合作均为公司自述。旧学校科研赞助不作本公司收入，未取得白皮书正文。",
      "notes": "当前官网工厂与学习系统路线、2026年发布可读；24小时全流程为目标，实际订单、工厂面积和ISS合作均为公司自述。旧学校科研赞助不作本公司收入，未取得白皮书正文。 法律主体、当期经营数据及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未知",
      "price": "本轮未取得可核验实际合同收费",
      "stage": "公开资料可读；实际交付及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可读官方资料",
      "evidenceIds": [
        "UNCLEAR2-30904-YC",
        "UNCLEAR2-30904-LAUNCH1",
        "UNCLEAR2-30904-LAUNCH2",
        "UNCLEAR2-30904-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://tensr.com/",
      "businessModel": "制造订单、自动化硬件及服务；软件收入占比未知",
      "entityBasis": "同一YC公司与所链域名及发布历史；法律注册、产品转型和收费主体未独立核",
      "classificationBasis": "人工复核：按买家及交付任务归类，现行与历史业务分开；原AI不明初筛不回写。"
    },
    {
      "id": "YC30905",
      "name": "Travo",
      "url": "https://www.ycombinator.com/companies/travo",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": null,
      "business": "用AI通过网络、邮件和电话聚合房地产所有权、价格、分区及经营数据。",
      "buyer": "房地产投资及资产分析团队",
      "delivery": "当前YC简介为点号、官网无可读正文，2026年公司发布提供明确业务依据；客户300万以上拟购资产与2000亿以上基金规模不是Travo收入，当前运营待核。",
      "notes": "当前YC简介为点号、官网无可读正文，2026年公司发布提供明确业务依据；客户300万以上拟购资产与2000亿以上基金规模不是Travo收入，当前运营待核。 法律主体、当期经营数据及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未知",
      "price": "本轮未取得可核验实际合同收费",
      "stage": "公开资料可读；实际交付及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可读官方资料",
      "evidenceIds": [
        "UNCLEAR2-30905-YC",
        "UNCLEAR2-30905-LAUNCH1",
        "UNCLEAR2-30905-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.travoai.com/",
      "businessModel": "房地产数据软件/数据交付；人工采集及服务占比未知",
      "entityBasis": "同一YC公司与所链域名及发布历史；法律注册、产品转型和收费主体未独立核",
      "classificationBasis": "人工复核：按买家及交付任务归类，现行与历史业务分开；原AI不明初筛不回写。"
    },
    {
      "id": "YC30933",
      "name": "Nucleo",
      "url": "https://www.ycombinator.com/companies/nucleo",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "以AI分析CT影像、量化身体成分和病灶并辅助肿瘤工作流。",
      "buyer": "肿瘤科医生、影像科及医院",
      "delivery": "2025年发布与当前官网可读；98%专家一致、2500倍分割速度为厂商研究主张，未取得独立临床验证、监管许可或付费合同。医院合作标志不等收入，临床目标不当已证疗效。",
      "notes": "2025年发布与当前官网可读；98%专家一致、2500倍分割速度为厂商研究主张，未取得独立临床验证、监管许可或付费合同。医院合作标志不等收入，临床目标不当已证疗效。 法律主体、当期经营数据及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未知",
      "price": "本轮未取得可核验实际合同收费",
      "stage": "公开资料可读；实际交付及商业成熟度待核",
      "sourceType": "YC公司自述、历史发布及可读官方资料",
      "evidenceIds": [
        "UNCLEAR2-30933-YC",
        "UNCLEAR2-30933-LAUNCH1",
        "UNCLEAR2-30933-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://nucleoresearch.com/",
      "businessModel": "临床影像软件；研究合作、采购及收费未拆",
      "entityBasis": "同一YC公司与所链域名及发布历史；法律注册、产品转型和收费主体未独立核",
      "classificationBasis": "人工复核：按买家及交付任务归类，现行与历史业务分开；原AI不明初筛不回写。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读CT分割、肌少症和病灶分类自述；98%专家一致与2500倍速度的样本、任务、比较方式和独立临床验证未取得。",
        "evidenceIds": [
          "UNCLEAR2-30933-HOME",
          "UNCLEAR2-30933-LAUNCH1"
        ]
      }
    },
    {
      "id": "YC30959",
      "name": "Kalpa Labs",
      "url": "https://www.ycombinator.com/companies/kalpa-labs",
      "channel": "S01",
      "cat": "C01",
      "year": 2025,
      "team": 3,
      "location": null,
      "business": "研发统一识别、合成和语音上下文任务的通用语音模型，当前公开TTS API。",
      "buyer": "语音应用及模型开发团队",
      "delivery": "当前官网kalpa-tts-1英/印地语、11音色及三个月1000免费分钟；旧800M—4.8B模型、200万小时数据与千美元以下训练成本均自述。官网转引的榜单未在本轮独立核，不作通用能力排名。",
      "notes": "当前官网kalpa-tts-1英/印地语、11音色及三个月1000免费分钟；旧800M—4.8B模型、200万小时数据与千美元以下训练成本均自述。官网转引的榜单未在本轮独立核，不作通用能力排名。 法律主体、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期未核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "官网1000分钟/三个月赠额，随后合同；实际单价未核",
      "stage": "YC状态Active；实际交付及商业成熟度待核",
      "sourceType": "YC公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR3-30959-YC",
        "UNCLEAR3-30959-LAUNCH1",
        "UNCLEAR3-30959-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://kalpalabs.ai/",
      "businessModel": "语音模型/API及合同；实际计费与毛利未核",
      "entityBasis": "同一YC页、所链域名及历史发布关联；法律注册和收费主体待核",
      "classificationBasis": "人工复核：按当前或最后可核AI任务及买家归类，历史业务/停服与现行经营分开，不回写发现快照。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读统一语音、模型/数据/训练成本及当前TTS API描述；没有运行模型、核账或独立核榜单，不将低训练成本主张作已证性能/毛利。",
        "evidenceIds": [
          "UNCLEAR3-30959-YC",
          "UNCLEAR3-30959-HOME"
        ]
      },
      "pricingEvidence": "UNCLEAR3-30959-HOME"
    },
    {
      "id": "YC30992",
      "name": "Amera",
      "url": "https://www.ycombinator.com/companies/amera",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 12,
      "location": null,
      "business": "以AI结构化杂乱医疗索赔数据并自动路由、校验和处理。",
      "buyer": "自筹保险计划、第三方管理者及支付方",
      "delivery": "官网明确AI分析/路由，声明99%以上数据准确和85%以上自动裁决；20—30%成本节省及约10万会员为客户覆盖/成果，不是付费客户数或公司收入。",
      "notes": "官网明确AI分析/路由，声明99%以上数据准确和85%以上自动裁决；20—30%成本节省及约10万会员为客户覆盖/成果，不是付费客户数或公司收入。 法律主体、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期未核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得现行可核实际合同收费",
      "stage": "YC状态Active；实际交付及商业成熟度待核",
      "sourceType": "YC公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR3-30992-YC",
        "UNCLEAR3-30992-LAUNCH1",
        "UNCLEAR3-30992-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://amerahealthsolutions.com/",
      "businessModel": "医疗保险管理软件及实施；按量/订阅收费与人工成本未核",
      "entityBasis": "同一YC页、所链域名及历史发布关联；法律注册和收费主体待核",
      "classificationBasis": "人工复核：按当前或最后可核AI任务及买家归类，历史业务/停服与现行经营分开，不回写发现快照。"
    },
    {
      "id": "YC31041",
      "name": "Ploy",
      "url": "https://www.ycombinator.com/companies/ploy",
      "channel": "S01",
      "cat": "C06",
      "year": 2025,
      "team": 14,
      "location": null,
      "business": "以营销/网页Agent设计页面、管理内容并开展SEO、账户营销及增长实验。",
      "buyer": "创业者及营销团队",
      "delivery": "按增长买家和营销目标归C06，网站构建为交付工具；YC P26逾13%采用不等付费比例，官网2700万融资及页面pipeline演示不是ARR，Webflow历史规模不迁入Ploy。",
      "notes": "按增长买家和营销目标归C06，网站构建为交付工具；YC P26逾13%采用不等付费比例，官网2700万融资及页面pipeline演示不是ARR，Webflow历史规模不迁入Ploy。 法律主体、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期未核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得现行可核实际合同收费",
      "stage": "YC状态Active；实际交付及商业成熟度待核",
      "sourceType": "YC公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR3-31041-YC",
        "UNCLEAR3-31041-LAUNCH1",
        "UNCLEAR3-31041-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://ploy.ai",
      "businessModel": "营销平台、托管及Agent工作；收费与人工服务占比待核",
      "entityBasis": "同一YC页、所链域名及历史发布关联；法律注册和收费主体待核",
      "classificationBasis": "人工复核：按当前或最后可核AI任务及买家归类，历史业务/停服与现行经营分开，不回写发现快照。"
    },
    {
      "id": "YC31043",
      "name": "Advanced Metal Research",
      "url": "https://www.ycombinator.com/companies/advanced-metal-research",
      "channel": "S01",
      "cat": "C10",
      "year": 2025,
      "team": 3,
      "location": null,
      "business": "机器人焊接单元，以计算机视觉跟踪及检查，并提供可由Agent接入的工业机器人平台。",
      "buyer": "焊接及工业制造团队",
      "delivery": "YC明确闭环学习焊接；官网RosieOS/AI世界模型与Agent工作流可读，Apache2.0仅见官网自述未查全源码/许可。开放控制器不等硬件或全部技能免费，未运行验证焊接品质。",
      "notes": "YC明确闭环学习焊接；官网RosieOS/AI世界模型与Agent工作流可读，Apache2.0仅见官网自述未查全源码/许可。开放控制器不等硬件或全部技能免费，未运行验证焊接品质。 法律主体、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期未核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得现行可核实际合同收费",
      "stage": "YC状态Active；实际交付及商业成熟度待核",
      "sourceType": "YC公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR3-31043-YC",
        "UNCLEAR3-31043-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://advancedmetalresearch.com/",
      "businessModel": "工业硬件、控制软件和可选付费技能；一次性与经常性收入待拆",
      "entityBasis": "同一YC页、所链域名及历史发布关联；法律注册和收费主体待核",
      "classificationBasis": "人工复核：按当前或最后可核AI任务及买家归类，历史业务/停服与现行经营分开，不回写发现快照。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读闭环焊接CV、开放控制器、Agent集成与付费技能自述；未运行、验焊或核全源码/许可。",
        "evidenceIds": [
          "UNCLEAR3-31043-YC",
          "UNCLEAR3-31043-HOME"
        ]
      }
    },
    {
      "id": "YC31058",
      "name": "Eos AI",
      "url": "https://www.ycombinator.com/companies/eos-ai",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "统一临床与运营数据，用模型预测并执行授权、账单、转诊和患者跟进流程。",
      "buyer": "诊所、医院及医疗运营团队",
      "delivery": "YC早期诊所3倍效率及37%收入恢复属于客户成果；官网VERA/LUCIA和定制部署自述未独立核，界面患者/索赔数量不当实际业务规模。",
      "notes": "YC早期诊所3倍效率及37%收入恢复属于客户成果；官网VERA/LUCIA和定制部署自述未独立核，界面患者/索赔数量不当实际业务规模。 法律主体、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期未核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得现行可核实际合同收费",
      "stage": "YC状态Active；实际交付及商业成熟度待核",
      "sourceType": "YC公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR3-31058-YC",
        "UNCLEAR3-31058-LAUNCH1",
        "UNCLEAR3-31058-HOME",
        "TCH25-EOS-HOME",
        "TCH25-EOS-YEAR"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.helloeos.ai/",
      "businessModel": "医疗数据/工作流软件与部署；定制实施占比未核",
      "entityBasis": "同一YC页、所链域名及历史发布关联；法律注册和收费主体待核",
      "classificationBasis": "人工复核：按当前或最后可核AI任务及买家归类，历史业务/停服与现行经营分开，不回写发现快照。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读医疗数据分布统一、预测和工作流自述；VERA/LUCIA增益和跨院效果未独立测试。",
        "evidenceIds": [
          "UNCLEAR3-31058-YC",
          "UNCLEAR3-31058-HOME"
        ]
      }
    },
    {
      "id": "YC31081",
      "name": "One Robot",
      "url": "https://www.ycombinator.com/companies/one-robot",
      "channel": "S01",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "以任务数据训练世界模型，产生可交互仿真和针对性训练轨迹。",
      "buyer": "机器人策略训练及评估团队",
      "delivery": "按训练评估设施归C02，不因服务机器人就当售卖机器人；官网60秒自回归示例与任务泛化为厂商展示，未运行或对比实机。创始人旧盈利企业不作本公司收入。",
      "notes": "按训练评估设施归C02，不因服务机器人就当售卖机器人；官网60秒自回归示例与任务泛化为厂商展示，未运行或对比实机。创始人旧盈利企业不作本公司收入。 法律主体、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期未核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得现行可核实际合同收费",
      "stage": "YC状态Active；实际交付及商业成熟度待核",
      "sourceType": "YC公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR3-31081-YC",
        "UNCLEAR3-31081-LAUNCH1",
        "UNCLEAR3-31081-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.onerobot.io/",
      "businessModel": "世界模型仿真/评估及数据设施；实际套餐和定制服务未知",
      "entityBasis": "同一YC页、所链域名及历史发布关联；法律注册和收费主体待核",
      "classificationBasis": "人工复核：按当前或最后可核AI任务及买家归类，历史业务/停服与现行经营分开，不回写发现快照。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读从机器人数据学习世界模型、策略评估与目标轨迹生成说明；未运行或核实机迁移。",
        "evidenceIds": [
          "UNCLEAR3-31081-YC",
          "UNCLEAR3-31081-HOME"
        ]
      }
    },
    {
      "id": "YC31084",
      "name": "Klaus AI",
      "url": "https://www.ycombinator.com/companies/klaus-ai",
      "channel": "S01",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "历史为预配置云端OpenClaw助手，连接消息、邮箱和浏览器。",
      "buyer": "个人及小团队Agent用户",
      "delivery": "官网声明2026-09-01停服，所有客户助手下线、订阅取消；YC Inactive。保留生存偏差案例，不以停服推断历史零收入。OpenClaw不是Klaus自有项目，迁移主机成本不是公司收入。",
      "notes": "官网声明2026-09-01停服，所有客户助手下线、订阅取消；YC Inactive。保留生存偏差案例，不以停服推断历史零收入。OpenClaw不是Klaus自有项目，迁移主机成本不是公司收入。 法律主体、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期未核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "官网称停服前已取消订阅；历史实收及套餐金额未核，不补零",
      "stage": "官网宣布2026-09-01停服；YC Inactive；法律公司状态未独立核",
      "sourceType": "YC公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR3-31084-YC",
        "UNCLEAR3-31084-LAUNCH1",
        "UNCLEAR3-31084-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://klausai.com",
      "businessModel": "历史云助手订阅；服务已结束，既往实收未知",
      "entityBasis": "YC历史发布usebits.com、当前klausai.com及页脚Usebits Inc关联；独立注册和历史收费主体未核",
      "classificationBasis": "人工复核：按当前或最后可核AI任务及买家归类，历史业务/停服与现行经营分开，不回写发现快照。"
    },
    {
      "id": "YC31085",
      "name": "Janeen",
      "url": "https://www.ycombinator.com/companies/janeen",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": null,
      "business": "学习保险拒付模式，自动处理事前授权、福利调查和患者援助材料。",
      "buyer": "输注诊所及医务运营人员",
      "delivery": "同一YC页保留Janeen/Ruma Care业务链，不再新增品牌；旧发布说明模型学习拒付，当前官网读取失败。80—150K药费和50%拒付下降/20倍省时为客户成本及效果，非公司收入。",
      "notes": "同一YC页保留Janeen/Ruma Care业务链，不再新增品牌；旧发布说明模型学习拒付，当前官网读取失败。80—150K药费和50%拒付下降/20倍省时为客户成本及效果，非公司收入。 法律主体、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期未核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得现行可核实际合同收费",
      "stage": "YC状态Active；实际交付及商业成熟度待核",
      "sourceType": "YC公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR3-31085-YC",
        "UNCLEAR3-31085-LAUNCH1",
        "UNCLEAR3-31085-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://janeen.care",
      "businessModel": "医疗行政工作流软件/服务；人工代办、收费与合同待拆",
      "entityBasis": "同一YC页、所链域名及历史发布关联；法律注册和收费主体待核",
      "classificationBasis": "人工复核：按当前或最后可核AI任务及买家归类，历史业务/停服与现行经营分开，不回写发现快照。"
    },
    {
      "id": "YC31095",
      "name": "Asimov",
      "url": "https://www.ycombinator.com/companies/asimov",
      "channel": "S01",
      "cat": "C02",
      "year": 2026,
      "team": 3,
      "location": null,
      "business": "采集多种家庭/商业场景的人体活动，处理为机器人训练数据。",
      "buyer": "机器人训练实验室及数据买家",
      "delivery": "公开业务明确训练用途；当前采集按任务、设备及QA批准后支付，不将所有日常录像自动视为可用。创始人旧六位数收入及伙伴工资补贴不作Asimov收入；不同于同名生物公司和Tensr Asimov机器人。",
      "notes": "公开业务明确训练用途；当前采集按任务、设备及QA批准后支付，不将所有日常录像自动视为可用。创始人旧六位数收入及伙伴工资补贴不作Asimov收入；不同于同名生物公司和Tensr Asimov机器人。 法律主体、实际收费及独立技术效果仍待核。 官网另称拥有清洁公司，每周为逾100名创始人、投资者和学生提供免费或降价清洁；不等100名数据付费客户，清洁服务收入、数据销售与补贴需分开。",
      "cohort": "2026年成立，据YC自述；精确注册日期未核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得现行可核实际合同收费",
      "stage": "YC状态Active；实际交付及商业成熟度待核",
      "sourceType": "YC公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR3-31095-YC",
        "UNCLEAR3-31095-LAUNCH1",
        "UNCLEAR3-31095-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://tryasimov.ai/",
      "businessModel": "训练数据交付与人工采集/硬件运营，兼有自营清洁服务；清洁收费/补贴、合作报酬、数据销售及分成须拆",
      "entityBasis": "同一YC页、所链域名及历史发布关联；法律注册和收费主体待核",
      "classificationBasis": "人工复核：按当前或最后可核AI任务及买家归类，历史业务/停服与现行经营分开，不回写发现快照。"
    },
    {
      "id": "YC31096",
      "name": "shortkit",
      "url": "https://www.ycombinator.com/companies/shortkit",
      "channel": "S01",
      "cat": "C08",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "提供短视频SDK、传输、变现及ML驱动缓冲/推荐排序。",
      "buyer": "消费应用及出版平台",
      "delivery": "ML缓冲和排序在历史发布及官网明确，按媒体交付归C08；创始人作为首位员工扩张旧SaaS至600万ARR不是ShortKit收入。客户播放量、下载与融资亦不迁入。",
      "notes": "ML缓冲和排序在历史发布及官网明确，按媒体交付归C08；创始人作为首位员工扩张旧SaaS至600万ARR不是ShortKit收入。客户播放量、下载与融资亦不迁入。 法律主体、实际收费及独立技术效果仍待核。",
      "cohort": "2026年成立，据YC自述；精确注册日期未核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得现行可核实际合同收费",
      "stage": "YC状态Active；实际交付及商业成熟度待核",
      "sourceType": "YC公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR3-31096-YC",
        "UNCLEAR3-31096-LAUNCH1",
        "UNCLEAR3-31096-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.shortkit.dev",
      "businessModel": "媒体基础设施、SDK与推荐服务；带宽、广告分成及软件收费待拆",
      "entityBasis": "同一YC页、所链域名及历史发布关联；法律注册和收费主体待核",
      "classificationBasis": "人工复核：按当前或最后可核AI任务及买家归类，历史业务/停服与现行经营分开，不回写发现快照。"
    },
    {
      "id": "YC31097",
      "name": "REV1",
      "url": "https://www.ycombinator.com/companies/rev1",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "以AI把3D CAD模型转为带尺寸公差的2D制造图纸。",
      "buyer": "机械工程及制造设计团队",
      "delivery": "按行业机械设计任务归C07，不当编程或基础模型；官网85%首次准确和ASME符合性为厂商声明，未独立核，不将省时/错误成本当公司收入。",
      "notes": "按行业机械设计任务归C07，不当编程或基础模型；官网85%首次准确和ASME符合性为厂商声明，未独立核，不将省时/错误成本当公司收入。 法律主体、实际收费及独立技术效果仍待核。",
      "cohort": "2026年成立，据YC自述；精确注册日期未核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得现行可核实际合同收费",
      "stage": "YC状态Active；实际交付及商业成熟度待核",
      "sourceType": "YC公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR3-31097-YC",
        "UNCLEAR3-31097-LAUNCH1",
        "UNCLEAR3-31097-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://rev1.so",
      "businessModel": "工程设计软件；订阅、按图或实施收费未知",
      "entityBasis": "同一YC页、所链域名及历史发布关联；法律注册和收费主体待核",
      "classificationBasis": "人工复核：按当前或最后可核AI任务及买家归类，历史业务/停服与现行经营分开，不回写发现快照。"
    },
    {
      "id": "YC31116",
      "name": "OpenSpec",
      "url": "https://www.ycombinator.com/companies/openspec",
      "channel": "S01",
      "cat": "C04",
      "year": 2025,
      "team": null,
      "location": null,
      "business": "以持久规范和变更计划协调编码Agent与多人/跨仓库开发。",
      "buyer": "使用编码Agent的开发者及工程团队",
      "delivery": "公开README及MIT许可可读，未安装执行；GitHub stars、工具集成和创建规范频率不等付费客户。YC2025成立为自述，许可版权2024不能独立代替法律成立日期，不以演示日期改成立年。",
      "notes": "公开README及MIT许可可读，未安装执行；GitHub stars、工具集成和创建规范频率不等付费客户。YC2025成立为自述，许可版权2024不能独立代替法律成立日期，不以演示日期改成立年。 法律主体、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期未核",
      "teamBasis": null,
      "price": "MIT开源框架；Workspaces团队方向的付费及合同未核",
      "stage": "YC状态Active；实际交付及商业成熟度待核",
      "sourceType": "YC公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR3-31116-YC",
        "UNCLEAR3-31116-LAUNCH1",
        "UNCLEAR3-31116-HOME",
        "UNCLEAR3-31116-README",
        "UNCLEAR3-31116-LICENSE"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "http://openspec.dev",
      "businessModel": "MIT开源框架；Workspaces团队方向与实际商业收费待核",
      "entityBasis": "同一YC页、所链域名及历史发布关联；法律注册和收费主体待核",
      "classificationBasis": "人工复核：按当前或最后可核AI任务及买家归类，历史业务/停服与现行经营分开，不回写发现快照。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "公开README及MIT许可证可读；规范/变更和跨仓库beta范围分开。未安装、运行或独立验证降低错误的效果。",
        "evidenceIds": [
          "UNCLEAR3-31116-README",
          "UNCLEAR3-31116-LICENSE"
        ]
      }
    },
    {
      "id": "YC31151",
      "name": "Sparkles",
      "url": "https://www.ycombinator.com/companies/sparkles",
      "channel": "S01",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "让团队从网页/Slack调用编码Agent，在隔离环境修改既有代码并产出PR。",
      "buyer": "开发及非工程团队",
      "delivery": "官网50美元符号/月500credits，首组织100赠额；每credit标0.10推理，余额结转。报价和样例PR不是实收或独立安全证明，未连接仓库/运行。",
      "notes": "官网50美元符号/月500credits，首组织100赠额；每credit标0.10推理，余额结转。报价和样例PR不是实收或独立安全证明，未连接仓库/运行。 法律主体、合同、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未知",
      "price": "官网原文$50/月500credits，首组织100赠额；每credit标$0.10推理，余额结转；实际合同/成本待核",
      "stage": "公开资料；实际商业成熟度/持续交付待核",
      "sourceType": "YC当前公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR4-31151-YC",
        "UNCLEAR4-31151-LAUNCH1",
        "UNCLEAR4-31151-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://sparkles.dev",
      "businessModel": "组织共享积分订阅及企业部署；上游推理、沙盒与服务成本待拆",
      "entityBasis": "同一YC公司及所链域名/历史发布；法律注册及收费主体未独立核",
      "classificationBasis": "人工复核：按当前AI任务、买家和交付分类，历史转型及人工服务边界另记，原发现审计保持不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读编码Agent云沙盒和PR流程；未连接仓库或测试隔离/权限边界，官网演示不作真实结果。",
        "evidenceIds": [
          "UNCLEAR4-31151-YC",
          "UNCLEAR4-31151-HOME"
        ]
      },
      "pricingEvidence": "UNCLEAR4-31151-HOME"
    },
    {
      "id": "YC31152",
      "name": "Fern",
      "url": "https://www.ycombinator.com/companies/fern-bot",
      "channel": "S01",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "当前提供基于世界模型的机器人RL及评估环境，历史产品为实时会议AI助手。",
      "buyer": "机器人策略训练/评估团队；历史会议用户",
      "delivery": "同一YC页及Ishiki Labs关联保留；当前官网高保真RL环境，2026-02发布为会议助手。不把旧会议采用/功能迁为机器人商业结果，未运行世界模型或策略。",
      "notes": "同一YC页及Ishiki Labs关联保留；当前官网高保真RL环境，2026-02发布为会议助手。不把旧会议采用/功能迁为机器人商业结果，未运行世界模型或策略。 法律主体、合同、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未知",
      "price": "未取得现行可核实际合同收费",
      "stage": "公开资料；实际商业成熟度/持续交付待核",
      "sourceType": "YC当前公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR4-31152-YC",
        "UNCLEAR4-31152-LAUNCH1",
        "UNCLEAR4-31152-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://fern.bot",
      "businessModel": "机器人训练环境/定制模型设施；历史助手订阅与当前收费待拆",
      "entityBasis": "同一YC页历史Ishiki Labs会议Fern与当前fern.bot页脚Ishiki Labs Inc关联；转型日期、法律注册及合同主体未独立核",
      "classificationBasis": "人工复核：按当前AI任务、买家和交付分类，历史转型及人工服务边界另记，原发现审计保持不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读当前机器人世界模型/RL环境与历史实时会议AI；没有运行、对比策略或迁移旧产品效果。",
        "evidenceIds": [
          "UNCLEAR4-31152-YC",
          "UNCLEAR4-31152-HOME"
        ]
      }
    },
    {
      "id": "YC31159",
      "name": "Sponge",
      "url": "https://www.ycombinator.com/companies/sponge",
      "channel": "S01",
      "cat": "C03",
      "year": 2026,
      "team": 3,
      "location": null,
      "business": "为Agent提供钱包、账户/卡及API商户支付网关。",
      "buyer": "Agent开发者及向Agent销售服务的商户",
      "delivery": "当前官网钱包/网关明确；Rain发卡与平台钱包/账户分开。示例500余额、150转账及预算不是业务流水，支付自主性和风控未独立核验。",
      "notes": "当前官网钱包/网关明确；Rain发卡与平台钱包/账户分开。示例500余额、150转账及预算不是业务流水，支付自主性和风控未独立核验。 法律主体、合同、实际收费及独立技术效果仍待核。",
      "cohort": "2026年成立，据YC自述；精确注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未知",
      "price": "未取得现行可核实际合同收费",
      "stage": "公开资料；实际商业成熟度/持续交付待核",
      "sourceType": "YC当前公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR4-31159-YC",
        "UNCLEAR4-31159-LAUNCH1",
        "UNCLEAR4-31159-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://paysponge.com/",
      "businessModel": "Agent支付设施；手续费、充值、托管资金和服务净收入待拆",
      "entityBasis": "同一YC公司及所链域名/历史发布；法律注册及收费主体未独立核",
      "classificationBasis": "人工复核：按当前AI任务、买家和交付分类，历史转型及人工服务边界另记，原发现审计保持不变。"
    },
    {
      "id": "YC31173",
      "name": "Laurence",
      "url": "https://www.ycombinator.com/companies/laurence",
      "channel": "S01",
      "cat": "C06",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "用强化学习和转化率Transformer模型优化Amazon广告。",
      "buyer": "Amazon品牌及广告运营团队",
      "delivery": "历史发布明确RL/自训练模型，当前官网广告管理与问答；1000万live广告支出无期间，不作公司收入，15—40%品牌净利提升是客户成果，创始人扑克收入不迁入。",
      "notes": "历史发布明确RL/自训练模型，当前官网广告管理与问答；1000万live广告支出无期间，不作公司收入，15—40%品牌净利提升是客户成果，创始人扑克收入不迁入。 法律主体、合同、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未知",
      "price": "未取得现行可核实际合同收费",
      "stage": "公开资料；实际商业成熟度/持续交付待核",
      "sourceType": "YC当前公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR4-31173-YC",
        "UNCLEAR4-31173-LAUNCH1",
        "UNCLEAR4-31173-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://laurence.com",
      "businessModel": "广告管理软件/服务；按花费或结果分成及人工成本待核",
      "entityBasis": "同一YC公司及所链域名/历史发布；法律注册及收费主体未独立核",
      "classificationBasis": "人工复核：按当前AI任务、买家和交付分类，历史转型及人工服务边界另记，原发现审计保持不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读2026-02发布RL/转化率Transformer与当前广告优化；未核广告账单、对照组或净利润提升。",
        "evidenceIds": [
          "UNCLEAR4-31173-YC",
          "UNCLEAR4-31173-HOME"
        ]
      }
    },
    {
      "id": "YC31199",
      "name": "Emdash",
      "url": "https://www.ycombinator.com/companies/emdash",
      "channel": "S01",
      "cat": "C04",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "以桌面工作台并行运行编码Agent、隔离worktree并审查代码及PR。",
      "buyer": "使用多个编码Agent的工程团队",
      "delivery": "官网及README/许可可读，免费与开源不证明没有其他商业收入。百万下载非付费用户；尚未运行，2.0候补名单与当前版本分开，不能用版权2026改写YC2025成立。",
      "notes": "官网及README/许可可读，免费与开源不证明没有其他商业收入。百万下载非付费用户；尚未运行，2.0候补名单与当前版本分开，不能用版权2026改写YC2025成立。 法律主体、合同、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未知",
      "price": "当前免费开源桌面；Agent/模型/自备计算成本另计，未来收费未知",
      "stage": "公开资料；实际商业成熟度/持续交付待核",
      "sourceType": "YC当前公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR4-31199-YC",
        "UNCLEAR4-31199-LAUNCH1",
        "UNCLEAR4-31199-HOME",
        "UNCLEAR4-31199-README",
        "UNCLEAR4-31199-LICENSE"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://emdash.com",
      "businessModel": "Apache2.0开源桌面软件；上游Agent/自备计算费用及未来收费待核",
      "entityBasis": "同一YC公司及所链域名/历史发布；法律注册及收费主体未独立核",
      "classificationBasis": "人工复核：按当前AI任务、买家和交付分类，历史转型及人工服务边界另记，原发现审计保持不变。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "README和Apache2.0许可可读，worktree及远程架构为公开描述；未安装、运行或独立安全/效果评测。",
        "evidenceIds": [
          "UNCLEAR4-31199-README",
          "UNCLEAR4-31199-LICENSE"
        ]
      }
    },
    {
      "id": "YC31234",
      "name": "Ekpa",
      "url": "https://www.ycombinator.com/companies/ekpa",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "由研究Agent持续分析用户持仓、新闻和文件并提供投资信息。",
      "buyer": "个人投资及研究用户",
      "delivery": "官网明确只读连接，不能下单或转走资金；700万连接资产不是公司收入，也不当受托资产。短期1.5%收益为历史厂商自述，不作稳健能力证明。",
      "notes": "官网明确只读连接，不能下单或转走资金；700万连接资产不是公司收入，也不当受托资产。短期1.5%收益为历史厂商自述，不作稳健能力证明。 法律主体、合同、实际收费及独立技术效果仍待核。",
      "cohort": "2026年成立，据YC自述；精确注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未知",
      "price": "官网Standard免费；升级/真实付费合同尚未核",
      "stage": "公开资料；实际商业成熟度/持续交付待核",
      "sourceType": "YC当前公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR4-31234-YC",
        "UNCLEAR4-31234-LAUNCH1",
        "UNCLEAR4-31234-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://goekpa.com/",
      "businessModel": "投资研究/持仓软件；免费入口与后续升级收费未核",
      "entityBasis": "同一YC公司及所链域名/历史发布；法律注册及收费主体未独立核",
      "classificationBasis": "人工复核：按当前AI任务、买家和交付分类，历史转型及人工服务边界另记，原发现审计保持不变。",
      "pricingEvidence": "UNCLEAR4-31234-HOME"
    },
    {
      "id": "YC31242",
      "name": "Booko",
      "url": "https://www.ycombinator.com/companies/booko",
      "channel": "S01",
      "cat": "C06",
      "year": 2025,
      "team": 5,
      "location": null,
      "business": "以历史预订训练需求模型，预测空档并动态调整价格及激励。",
      "buyer": "出售预约时段的服务企业",
      "delivery": "官网明确学习需求和预测模型；约20%客户收入提升、4280演示及94.2%界面准确不是Booko实收/独立效果。不是同名旧图书比价网站的收入记录。",
      "notes": "官网明确学习需求和预测模型；约20%客户收入提升、4280演示及94.2%界面准确不是Booko实收/独立效果。不是同名旧图书比价网站的收入记录。 法律主体、合同、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未知",
      "price": "未取得现行可核实际合同收费",
      "stage": "公开资料；实际商业成熟度/持续交付待核",
      "sourceType": "YC当前公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR4-31242-YC",
        "UNCLEAR4-31242-LAUNCH1",
        "UNCLEAR4-31242-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://booko.com",
      "businessModel": "收益管理软件；订阅/增收分成及行业部署成本待核",
      "entityBasis": "同一YC公司及所链域名/历史发布；法律注册及收费主体未独立核",
      "classificationBasis": "人工复核：按当前AI任务、买家和交付分类，历史转型及人工服务边界另记，原发现审计保持不变。"
    },
    {
      "id": "YC31252",
      "name": "Moda",
      "url": "https://www.ycombinator.com/companies/moda",
      "channel": "S01",
      "cat": "C03",
      "year": 2025,
      "team": 6,
      "location": null,
      "business": "从对话和工具轨迹识别失败，构建评估并回放验证提示词/工具变更。",
      "buyer": "生产Agent开发及运营团队",
      "delivery": "当前官网与2026发布可读；109K对话、99.2%已审阅、94%测试等界面展示不当独立生产覆盖、客户数或收入。未运行监控/攻防测试。",
      "notes": "当前官网与2026发布可读；109K对话、99.2%已审阅、94%测试等界面展示不当独立生产覆盖、客户数或收入。未运行监控/攻防测试。 法律主体、合同、实际收费及独立技术效果仍待核。",
      "cohort": "2025年成立，据YC自述；精确注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未知",
      "price": "未取得现行可核实际合同收费",
      "stage": "公开资料；实际商业成熟度/持续交付待核",
      "sourceType": "YC当前公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR4-31252-YC",
        "UNCLEAR4-31252-LAUNCH1",
        "UNCLEAR4-31252-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://moda.dev",
      "businessModel": "Agent监控/评估设施；按轨迹、用量或订阅收费未核",
      "entityBasis": "同一YC公司及所链域名/历史发布；法律注册及收费主体未独立核",
      "classificationBasis": "人工复核：按当前AI任务、买家和交付分类，历史转型及人工服务边界另记，原发现审计保持不变。"
    },
    {
      "id": "YC31269",
      "name": "MochaCare",
      "url": "https://www.ycombinator.com/companies/mochacare",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "以AI加人工承担招聘、排班、合规及客户接入的运营工作。",
      "buyer": "居家照护服务机构",
      "delivery": "2026发布明确创始人轮值及人类虚拟助手，官网分Platform/Managed；招聘可见，排班/CRM/奖励标Coming soon。240万美元符号融资不是收入，不当全自动纯SaaS。",
      "notes": "2026发布明确创始人轮值及人类虚拟助手，官网分Platform/Managed；招聘可见，排班/CRM/奖励标Coming soon。240万美元符号融资不是收入，不当全自动纯SaaS。 法律主体、合同、实际收费及独立技术效果仍待核。",
      "cohort": "2026年成立，据YC自述；精确注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未知",
      "price": "官网Platform由客户操作、Managed由公司人工协助；具体套餐/合同价格未给，不能混作相同SaaS成本",
      "stage": "公开资料；实际商业成熟度/持续交付待核",
      "sourceType": "YC当前公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR4-31269-YC",
        "UNCLEAR4-31269-LAUNCH1",
        "UNCLEAR4-31269-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.mochacare.com/",
      "businessModel": "行业管理软件与人工托管服务；Platform/Managed收费和劳动成本须拆",
      "entityBasis": "同一YC公司及所链域名/历史发布；法律注册及收费主体未独立核",
      "classificationBasis": "人工复核：按当前AI任务、买家和交付分类，历史转型及人工服务边界另记，原发现审计保持不变。"
    },
    {
      "id": "YC31279",
      "name": "Regbase",
      "url": "https://www.ycombinator.com/companies/regbase",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": null,
      "business": "用AI研究Agent发现跨国/本地法令、监管变化及业务机会。",
      "buyer": "法务、研究及受监管企业",
      "delivery": "历史公司发布及官网明确AI研究；400M学校安全资助为给客户发现的机会，不是Regbase收入、授予款或已实现客户成交。100倍省时为自述，未核法律结论。",
      "notes": "历史公司发布及官网明确AI研究；400M学校安全资助为给客户发现的机会，不是Regbase收入、授予款或已实现客户成交。100倍省时为自述，未核法律结论。 法律主体、合同、实际收费及独立技术效果仍待核。",
      "cohort": "2026年成立，据YC自述；精确注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未知",
      "price": "未取得现行可核实际合同收费",
      "stage": "公开资料；实际商业成熟度/持续交付待核",
      "sourceType": "YC当前公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR4-31279-YC",
        "UNCLEAR4-31279-LAUNCH1",
        "UNCLEAR4-31279-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://regbase.com",
      "businessModel": "监管研究软件及服务；订阅/项目与人工复核待拆",
      "entityBasis": "同一YC公司及所链域名/历史发布；法律注册及收费主体未独立核",
      "classificationBasis": "人工复核：按当前AI任务、买家和交付分类，历史转型及人工服务边界另记，原发现审计保持不变。"
    },
    {
      "id": "YC31284",
      "name": "Origami Robotics",
      "url": "https://www.ycombinator.com/companies/origami-robotics",
      "channel": "S01",
      "cat": "C10",
      "year": 2026,
      "team": 5,
      "location": null,
      "business": "协同设计采集手套、机器人手和操控模型，获取技能训练数据。",
      "buyer": "机器人研究及产业自动化团队",
      "delivery": "官网当前突出S1手套；YC称已向Amazon等实验室售手但未给金额，保留付费交付线索而不填收入数字。消除embodiment gap、技能迁移和数据规模为厂商主张。",
      "notes": "官网当前突出S1手套；YC称已向Amazon等实验室售手但未给金额，保留付费交付线索而不填收入数字。消除embodiment gap、技能迁移和数据规模为厂商主张。 法律主体、合同、实际收费及独立技术效果仍待核。",
      "cohort": "2026年成立，据YC自述；精确注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未知",
      "price": "未取得现行可核实际合同收费",
      "stage": "公开资料；实际商业成熟度/持续交付待核",
      "sourceType": "YC当前公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR4-31284-YC",
        "UNCLEAR4-31284-LAUNCH1",
        "UNCLEAR4-31284-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.origami-robotics.com",
      "businessModel": "机器人/数据采集硬件及模型/数据服务；硬件销售与经常性收费待拆",
      "entityBasis": "同一YC公司及所链域名/历史发布；法律注册及收费主体未独立核",
      "classificationBasis": "人工复核：按当前AI任务、买家和交付分类，历史转型及人工服务边界另记，原发现审计保持不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读操控模型、硬件/采集匹配和当前手套说明；未独立测embodiment gap/泛化/实际交付。",
        "evidenceIds": [
          "UNCLEAR4-31284-YC",
          "UNCLEAR4-31284-HOME"
        ]
      }
    },
    {
      "id": "YC31289",
      "name": "Fixture",
      "url": "https://www.ycombinator.com/companies/fixture",
      "channel": "S01",
      "cat": "C06",
      "year": 2026,
      "team": 5,
      "location": null,
      "business": "聚合邮件/会议和客户上下文，以Agent建议潜客并辅助销售跟进。",
      "buyer": "创业销售及客户关系团队",
      "delivery": "当前官网本轮无法读取，AI依据为YC明确Agent CRM业务，不当已核付费交付。合同、真实客户和联系权限尚待核。",
      "notes": "当前官网本轮无法读取，AI依据为YC明确Agent CRM业务，不当已核付费交付。合同、真实客户和联系权限尚待核。 法律主体、合同、实际收费及独立技术效果仍待核。",
      "cohort": "2026年成立，据YC自述；精确注册日期待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未知",
      "price": "未取得现行可核实际合同收费",
      "stage": "公开资料；实际商业成熟度/持续交付待核",
      "sourceType": "YC当前公司资料、历史发布及可读官网",
      "evidenceIds": [
        "UNCLEAR4-31289-YC",
        "UNCLEAR4-31289-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://fixture.ai",
      "businessModel": "Agent CRM软件；实际套餐及实施成本未核",
      "entityBasis": "同一YC公司及所链域名/历史发布；法律注册及收费主体未独立核",
      "classificationBasis": "人工复核：按当前AI任务、买家和交付分类，历史转型及人工服务边界另记，原发现审计保持不变。"
    },
    {
      "id": "YC31345",
      "name": "Replicas",
      "url": "https://www.ycombinator.com/companies/replicas",
      "channel": "S01",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "在云端VM中运行编码Agent，配置项目环境并按CI/代码评审反馈迭代PR。",
      "buyer": "工程团队",
      "delivery": "2026-04称20+YC团队采用，未给付费；官网400万融资及Agent活动墙不是收入或实际并发规模。未连接仓库或运行。",
      "notes": "2026-04称20+YC团队采用，未给付费；官网400万融资及Agent活动墙不是收入或实际并发规模。未连接仓库或运行。 法律主体、确认收入、合同与独立技术效果仍待核。",
      "cohort": "2026年成立，据YC公司自述；注册未独立核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未给",
      "price": "未取得实际合同及已付单价",
      "stage": "公开资料；实际商业成熟度及持续交付待核",
      "sourceType": "YC资料、历史发布及可读公司官网",
      "evidenceIds": [
        "UNCLEAR5-31345-YC",
        "UNCLEAR5-31345-LAUNCH1",
        "UNCLEAR5-31345-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://replicas.dev",
      "businessModel": "云编码Agent/环境托管；自带模型凭据、计算与服务成本待拆",
      "entityBasis": "同一YC页及所链官网；法律注册、历史转型/新公司关系和收费主体须结合独立材料核",
      "classificationBasis": "人工复核：按当前主要AI任务与交付，软件、行业服务、代理制作、硬件及运行设施分开；原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读云VM/环境/反馈PR方案，未运行或验证代码效果及隔离。",
        "evidenceIds": [
          "UNCLEAR5-31345-HOME"
        ]
      }
    },
    {
      "id": "YC31350",
      "name": "Hexa",
      "url": "https://www.ycombinator.com/companies/hexa",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": null,
      "business": "在ERP中用Agent处理RFQ报价、订单、采购及AP/AR。",
      "buyer": "工业分销商及制造企业",
      "delivery": "官网明确驻场观察及定制部署；客户10%以上收入提升、15%推荐奖励与创始人旧5000用户不是Hexa收入，不能默认纯SaaS毛利。",
      "notes": "官网明确驻场观察及定制部署；客户10%以上收入提升、15%推荐奖励与创始人旧5000用户不是Hexa收入，不能默认纯SaaS毛利。 法律主体、确认收入、合同与独立技术效果仍待核。",
      "cohort": "2026年成立，据YC公司自述；注册未独立核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未给",
      "price": "未取得实际合同及已付单价",
      "stage": "公开资料；实际商业成熟度及持续交付待核",
      "sourceType": "YC资料、历史发布及可读公司官网",
      "evidenceIds": [
        "UNCLEAR5-31350-YC",
        "UNCLEAR5-31350-LAUNCH1",
        "UNCLEAR5-31350-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.hexaagents.com",
      "businessModel": "行业软件与嵌入式定制实施/维护；软件和工程费待拆",
      "entityBasis": "同一YC页及所链官网；法律注册、历史转型/新公司关系和收费主体须结合独立材料核",
      "classificationBasis": "人工复核：按当前主要AI任务与交付，软件、行业服务、代理制作、硬件及运行设施分开；原发现审计不变。"
    },
    {
      "id": "YC31364",
      "name": "Chert",
      "url": "https://www.ycombinator.com/companies/chert",
      "channel": "S01",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "为AI Agent提供iMessage、SMS及FaceTime音视频通信。",
      "buyer": "对话Agent及企业消息开发团队",
      "delivery": "官网明确Agent接口，当前CLI说明与尚未发布npm/Python SDK分开；不能因安装示例就称包已可用，未开通通信或核验送达/身份权限。",
      "notes": "官网明确Agent接口，当前CLI说明与尚未发布npm/Python SDK分开；不能因安装示例就称包已可用，未开通通信或核验送达/身份权限。 法律主体、确认收入、合同与独立技术效果仍待核。",
      "cohort": "2026年成立，据YC公司自述；注册未独立核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未给",
      "price": "未取得实际合同及已付单价",
      "stage": "公开资料；实际商业成熟度及持续交付待核",
      "sourceType": "YC资料、历史发布及可读公司官网",
      "evidenceIds": [
        "UNCLEAR5-31364-YC",
        "UNCLEAR5-31364-LAUNCH1",
        "UNCLEAR5-31364-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.trychert.com/",
      "businessModel": "消息/通话设施；线路、设备、按量费和上游费用待核",
      "entityBasis": "同一YC页及所链官网；法律注册、历史转型/新公司关系和收费主体须结合独立材料核",
      "classificationBasis": "人工复核：按当前主要AI任务与交付，软件、行业服务、代理制作、硬件及运行设施分开；原发现审计不变。"
    },
    {
      "id": "YC31372",
      "name": "Trellis",
      "url": "https://www.ycombinator.com/companies/trellistech",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 5,
      "location": null,
      "business": "用Agent执行客人消息、清洁维护、任务及业主报告等物业运营。",
      "buyer": "短租及度假屋管理公司",
      "delivery": "YC未注明业务截至日的500K ARR/35客户/3000房源，与官网标更新2026-08-24、未注明业务截至日的600K+ ARR/45+公司/4000+房源分别保存。报价749.99美元符号/月起，上线费另计，默认草稿/转人工，不当无监督全自动。",
      "notes": "YC未注明业务截至日的500K ARR/35客户/3000房源，与官网标更新2026-08-24、未注明业务截至日的600K+ ARR/45+公司/4000+房源分别保存。报价749.99美元符号/月起，上线费另计，默认草稿/转人工，不当无监督全自动。 法律主体、确认收入、合同与独立技术效果仍待核。",
      "cohort": "公司官网自述2026-02成立，YC字段2026；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未给",
      "price": "官网原文$749.99/月起，按房源另报价，一次性white-glove上线费另计；实际合同未知",
      "stage": "公开资料；实际商业成熟度及持续交付待核",
      "sourceType": "YC资料、历史发布及可读公司官网",
      "evidenceIds": [
        "UNCLEAR5-31372-YC",
        "UNCLEAR5-31372-LAUNCH1",
        "UNCLEAR5-31372-HOME",
        "UNCLEAR5-31372-PRICE",
        "UNCLEAR5-31372-FACTS",
        "TIME1-TRELLIS-TIME"
      ],
      "revenueStatus": "self",
      "extraUrl": "https://trellistech.com",
      "businessModel": "物业软件月费按房源扩展，加一次性上线/调优服务；收费及确认边界需拆",
      "entityBasis": "官网自述Trellis Tech Inc/Delaware，非独立工商核验；与其他Trellis法律/保险/文档及Microsoft模型项目分开",
      "classificationBasis": "人工复核：按当前主要AI任务与交付，软件、行业服务、代理制作、硬件及运行设施分开；原发现审计不变。",
      "pricingEvidence": "UNCLEAR5-31372-PRICE"
    },
    {
      "id": "YC31377",
      "name": "Limrun",
      "url": "https://www.ycombinator.com/companies/limrun",
      "channel": "S01",
      "cat": "C03",
      "year": 2025,
      "team": 1,
      "location": null,
      "business": "向云Agent提供远程Xcode、iOS/Android模拟器及预览服务。",
      "buyer": "移动开发及云端编码Agent团队",
      "delivery": "明确是扩展既有沙盒的远程能力，不是整套沙盒替换；Replit等采用及演示构建日志不证明实际付费/成功率。页面0分钟计数可能加载，未作零业务判断。",
      "notes": "明确是扩展既有沙盒的远程能力，不是整套沙盒替换；Replit等采用及演示构建日志不证明实际付费/成功率。页面0分钟计数可能加载，未作零业务判断。 法律主体、确认收入、合同与独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册未独立核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未给",
      "price": "未取得实际合同及已付单价",
      "stage": "公开资料；实际商业成熟度及持续交付待核",
      "sourceType": "YC资料、历史发布及可读公司官网",
      "evidenceIds": [
        "UNCLEAR5-31377-YC",
        "UNCLEAR5-31377-LAUNCH1",
        "UNCLEAR5-31377-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://lim.run",
      "businessModel": "原生开发远程服务/计算托管；资源计量和云成本待核",
      "entityBasis": "同一YC页及所链官网；法律注册、历史转型/新公司关系和收费主体须结合独立材料核",
      "classificationBasis": "人工复核：按当前主要AI任务与交付，软件、行业服务、代理制作、硬件及运行设施分开；原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读远程Xcode/模拟器/预览方案，非整套沙盒替换；未运行编译或测试。",
        "evidenceIds": [
          "UNCLEAR5-31377-HOME"
        ]
      }
    },
    {
      "id": "YC31382",
      "name": "Kinro",
      "url": "https://www.ycombinator.com/companies/kinro",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 6,
      "location": null,
      "business": "以AI加持牌代理协助企业找保险并办理经纪流程；历史为向经纪商出售工作流。",
      "buyer": "美国中小企业保险买家",
      "delivery": "2026-06发布称转型前年度收入100万、签单100万/约三分之一到账并放弃旧客户；均非当前经纪ARR。官网当前明确持牌代理支持；许可/承保首单为厂商自述未独立核，保费和佣金不混算。",
      "notes": "2026-06发布称转型前年度收入100万、签单100万/约三分之一到账并放弃旧客户；均非当前经纪ARR。官网当前明确持牌代理支持；许可/承保首单为厂商自述未独立核，保费和佣金不混算。 法律主体、确认收入、合同与独立技术效果仍待核。",
      "cohort": "2026年成立，据YC公司自述；注册未独立核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未给",
      "price": "未取得实际合同及已付单价",
      "stage": "公开资料；实际商业成熟度及持续交付待核",
      "sourceType": "YC资料、历史发布及可读公司官网",
      "evidenceIds": [
        "UNCLEAR5-31382-YC",
        "UNCLEAR5-31382-LAUNCH1",
        "UNCLEAR5-31382-HOME"
      ],
      "revenueStatus": "self",
      "extraUrl": "https://www.kinro.com/",
      "businessModel": "保险经纪/佣金及人工支持；转型前软件/FDE交付收入另列",
      "entityBasis": "同一YC页及所链官网；法律注册、历史转型/新公司关系和收费主体须结合独立材料核",
      "classificationBasis": "人工复核：按当前主要AI任务与交付，软件、行业服务、代理制作、硬件及运行设施分开；原发现审计不变。"
    },
    {
      "id": "YC31403",
      "name": "transload",
      "url": "https://www.ycombinator.com/companies/transload",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": null,
      "business": "用既有安防摄像机的计算机视觉测量货物、关联扫描和WMS/TMS。",
      "buyer": "货运、仓库及物流企业",
      "delivery": "官网明确AI分析动作/姿态关联货物；每站每月约5万美元再计费/利用率改善属于客户，不是transload收入。一天试点和全覆盖为自述，未独立测量精度或隐私控制。",
      "notes": "官网明确AI分析动作/姿态关联货物；每站每月约5万美元再计费/利用率改善属于客户，不是transload收入。一天试点和全覆盖为自述，未独立测量精度或隐私控制。 法律主体、确认收入、合同与独立技术效果仍待核。",
      "cohort": "2026年成立，据YC公司自述；注册未独立核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未给",
      "price": "未取得实际合同及已付单价",
      "stage": "公开资料；实际商业成熟度及持续交付待核",
      "sourceType": "YC资料、历史发布及可读公司官网",
      "evidenceIds": [
        "UNCLEAR5-31403-YC",
        "UNCLEAR5-31403-LAUNCH1",
        "UNCLEAR5-31403-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.transload.ai",
      "businessModel": "物流视觉软件与标定集成服务；收费/硬件及实施成本待核",
      "entityBasis": "同一YC页及所链官网；法律注册、历史转型/新公司关系和收费主体须结合独立材料核",
      "classificationBasis": "人工复核：按当前主要AI任务与交付，软件、行业服务、代理制作、硬件及运行设施分开；原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读货物CV测量及扫描关联，未测精度、遮挡、现场误差和数据保护。",
        "evidenceIds": [
          "UNCLEAR5-31403-HOME"
        ]
      }
    },
    {
      "id": "YC31409",
      "name": "InstaAgent",
      "url": "https://www.ycombinator.com/companies/instaagent",
      "channel": "S01",
      "cat": "C06",
      "year": 2025,
      "team": 10,
      "location": null,
      "business": "AI生成面向细分受众的创意，并进行广告/社交分发及持续优化。",
      "buyer": "B2C品牌及付费营销团队",
      "delivery": "2026-05发布自称十个月100万ARR且明确从自助转agency；当前YC改称100万annual run rate。保留原标签/时点差异，不将服务年化等同SaaS ARR；官网500+服务客户为自述，创始人旧用户不迁入。",
      "notes": "2026-05发布自称十个月100万ARR且明确从自助转agency；当前YC改称100万annual run rate。保留原标签/时点差异，不将服务年化等同SaaS ARR；官网500+服务客户为自述，创始人旧用户不迁入。 法律主体、确认收入、合同与独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册未独立核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未给",
      "price": "未取得实际合同及已付单价",
      "stage": "公开资料；实际商业成熟度及持续交付待核",
      "sourceType": "YC资料、历史发布及可读公司官网",
      "evidenceIds": [
        "UNCLEAR5-31409-YC",
        "UNCLEAR5-31409-LAUNCH1",
        "UNCLEAR5-31409-HOME"
      ],
      "revenueStatus": "self",
      "extraUrl": "https://instaagent.com",
      "businessModel": "营销代理服务；制作人工、媒体投放与软件/持续合同收入待拆",
      "entityBasis": "同一YC页及所链官网；法律注册、历史转型/新公司关系和收费主体须结合独立材料核",
      "classificationBasis": "人工复核：按当前主要AI任务与交付，软件、行业服务、代理制作、硬件及运行设施分开；原发现审计不变。"
    },
    {
      "id": "YC31411",
      "name": "Andco",
      "url": "https://www.ycombinator.com/companies/andco",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": null,
      "business": "以Agent索取及整理医疗、警方、保险材料，构建诉前案件。",
      "buyer": "人身伤害律所",
      "delivery": "YC自报2026成立；创始人履历明确此前为Layup W23，旧2023—2025发布被挂在当前公司页，不证明同一法律实体或Andco早已成立。保留新公司自述与旧事业关系，480万融资不作收入。",
      "notes": "YC自报2026成立；创始人履历明确此前为Layup W23，旧2023—2025发布被挂在当前公司页，不证明同一法律实体或Andco早已成立。保留新公司自述与旧事业关系，480万融资不作收入。 法律主体、确认收入、合同与独立技术效果仍待核。",
      "cohort": "2026年成立，据YC公司自述；注册未独立核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未给",
      "price": "未取得实际合同及已付单价",
      "stage": "公开资料；实际商业成熟度及持续交付待核",
      "sourceType": "YC资料、历史发布及可读公司官网",
      "evidenceIds": [
        "UNCLEAR5-31411-YC",
        "UNCLEAR5-31411-LAUNCH1",
        "UNCLEAR5-31411-HOME",
        "UNCLEAR5-31411-FOUNDER-HISTORY"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "http://www.useandco.com",
      "businessModel": "法律工作流软件/材料获取与服务；按案、订阅及人工占比待核",
      "entityBasis": "同一YC页及所链官网；法律注册、历史转型/新公司关系和收费主体须结合独立材料核",
      "classificationBasis": "人工复核：按当前主要AI任务与交付，软件、行业服务、代理制作、硬件及运行设施分开；原发现审计不变。"
    },
    {
      "id": "YC31423",
      "name": "BentoLabs AI",
      "url": "https://www.ycombinator.com/companies/bentolabs-ai",
      "channel": "S01",
      "cat": "C03",
      "year": 2026,
      "team": 5,
      "location": null,
      "business": "从运行轨迹检测静默失败/偏移，并生成可复用修复及学习记忆。",
      "buyer": "生产Agent开发及运营团队",
      "delivery": "旧Emergent的100M ARR及500万用户属前雇主。Terminal-Bench2.0为厂商内部38/89任务、187试次的42.2到52.4比较，非榜单提交/独立复现；warmup及验证提示变化的泛化需另核。",
      "notes": "旧Emergent的100M ARR及500万用户属前雇主。Terminal-Bench2.0为厂商内部38/89任务、187试次的42.2到52.4比较，非榜单提交/独立复现；warmup及验证提示变化的泛化需另核。 法律主体、确认收入、合同与独立技术效果仍待核。",
      "cohort": "2026年成立，据YC公司自述；注册未独立核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未给",
      "price": "未取得实际合同及已付单价",
      "stage": "公开资料；实际商业成熟度及持续交付待核",
      "sourceType": "YC资料、历史发布及可读公司官网",
      "evidenceIds": [
        "UNCLEAR5-31423-YC",
        "UNCLEAR5-31423-LAUNCH1",
        "UNCLEAR5-31423-HOME",
        "UNCLEAR5-31423-BENCH"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://bentolabs.ai/",
      "businessModel": "Agent监控/学习设施；实际定价及人工调优成本待核",
      "entityBasis": "同一YC页及所链官网；法律注册、历史转型/新公司关系和收费主体须结合独立材料核",
      "classificationBasis": "人工复核：按当前主要AI任务与交付，软件、行业服务、代理制作、硬件及运行设施分开；原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读内部38任务/187试次基准方法及学习记忆，非全89任务或独立榜单提交；未复现。",
        "evidenceIds": [
          "UNCLEAR5-31423-HOME",
          "UNCLEAR5-31423-BENCH"
        ]
      }
    },
    {
      "id": "YC31439",
      "name": "Parrot",
      "url": "https://www.ycombinator.com/companies/useparrot",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "以AI理解维修估价/零件/保险上下文，打电话、追索赔并协调运营。",
      "buyer": "碰撞维修及汽修门店",
      "delivery": "2026-06自述两门店各签30K年合同，未给服务期/回款，不推60K ARR；官网15K客户月增收也不是Parrot收入。现场学习与实际人工介入、准确率待核。",
      "notes": "2026-06自述两门店各签30K年合同，未给服务期/回款，不推60K ARR；官网15K客户月增收也不是Parrot收入。现场学习与实际人工介入、准确率待核。 法律主体、确认收入、合同与独立技术效果仍待核。",
      "cohort": "2026年成立，据YC公司自述；注册未独立核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未给",
      "price": "未取得实际合同及已付单价",
      "stage": "公开资料；实际商业成熟度及持续交付待核",
      "sourceType": "YC资料、历史发布及可读公司官网",
      "evidenceIds": [
        "UNCLEAR5-31439-YC",
        "UNCLEAR5-31439-LAUNCH1",
        "UNCLEAR5-31439-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.useparrot.com/",
      "businessModel": "行业软件及电话/运营服务；按年合同与确认收入分开",
      "entityBasis": "同一YC页及所链官网；法律注册、历史转型/新公司关系和收费主体须结合独立材料核",
      "classificationBasis": "人工复核：按当前主要AI任务与交付，软件、行业服务、代理制作、硬件及运行设施分开；原发现审计不变。"
    },
    {
      "id": "YC31448",
      "name": "smol machines",
      "url": "https://www.ycombinator.com/companies/smol-machines",
      "channel": "S01",
      "cat": "C03",
      "year": 2026,
      "team": 1,
      "location": null,
      "business": "提供可在本机、云和自托管之间运行的可移植VM，支持RL rollout和持久Agent。",
      "buyer": "Agent、RL环境及软件开发团队",
      "delivery": "YC简介泛化，本轮官网明确RL分叉/评分及持久Agent用途，据此补AI设施关联。100赠额、默认资源与小于200ms比较是厂商信息，未运行或验证隔离/性能。",
      "notes": "YC简介泛化，本轮官网明确RL分叉/评分及持久Agent用途，据此补AI设施关联。100赠额、默认资源与小于200ms比较是厂商信息，未运行或验证隔离/性能。 法律主体、确认收入、合同与独立技术效果仍待核。",
      "cohort": "2026年成立，据YC公司自述；注册未独立核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未给",
      "price": "未取得实际合同及已付单价",
      "stage": "公开资料；实际商业成熟度及持续交付待核",
      "sourceType": "YC资料、历史发布及可读公司官网",
      "evidenceIds": [
        "UNCLEAR5-31448-YC",
        "UNCLEAR5-31448-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://smolmachines.com/",
      "businessModel": "通用VM开源运行时与云计算托管；AI负载/非AI及资源费待拆",
      "entityBasis": "同一YC页及所链官网；法律注册、历史转型/新公司关系和收费主体须结合独立材料核",
      "classificationBasis": "人工复核：按当前主要AI任务与交付，软件、行业服务、代理制作、硬件及运行设施分开；原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "已读RL分叉环境/持久Agent与硬件VM边界自述，未运行、验证隔离或性能。",
        "evidenceIds": [
          "UNCLEAR5-31448-HOME"
        ]
      }
    },
    {
      "id": "YC31457",
      "name": "ValCtrl",
      "url": "https://www.ycombinator.com/companies/valctrl",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "从自然语言信念构建预测合约，以世界模型映射市场信号、评估风险及定价。",
      "buyer": "预测市场及事件合约用户",
      "delivery": "YC当前详细描述提供AI任务，官网只有标语/联系。模型定价做市为建设方向，未取得实盘、许可、收入或可靠定价验证，不将流动性和客户押注当公司收入。",
      "notes": "YC当前详细描述提供AI任务，官网只有标语/联系。模型定价做市为建设方向，未取得实盘、许可、收入或可靠定价验证，不将流动性和客户押注当公司收入。 法律主体、确认收入、合同与独立技术效果仍待核。",
      "cohort": "2025年成立，据YC公司自述；注册未独立核",
      "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未给",
      "price": "未取得实际合同及已付单价",
      "stage": "公开资料；实际商业成熟度及持续交付待核",
      "sourceType": "YC资料、历史发布及可读公司官网",
      "evidenceIds": [
        "UNCLEAR5-31457-YC",
        "UNCLEAR5-31457-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://valctrl.com",
      "businessModel": "AI辅助预测市场；交易费用、做市风险和软件收入未拆",
      "entityBasis": "同一YC页及所链官网；法律注册、历史转型/新公司关系和收费主体须结合独立材料核",
      "classificationBasis": "人工复核：按当前主要AI任务与交付，软件、行业服务、代理制作、硬件及运行设施分开；原发现审计不变。"
    },
    {
      "id": "YC31460",
      "name": "PLAN0 AI",
      "url": "https://www.ycombinator.com/companies/plan0-ai",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 4,
      "location": null,
      "business": "从建筑图纸提取工程量、估算成本，并以机器学习提供成本情景分析。",
      "buyer": "建筑开发商、投资人及总承包商",
      "delivery": "YC当前300亿及5月发布200亿为平台所涉工程价值，不是营业收入；官网明确模拟演示，展示估价和节省也不是实际客户回款。",
      "notes": "YC当前300亿及5月发布200亿为平台所涉工程价值，不是营业收入；官网明确模拟演示，展示估价和节省也不是实际客户回款。 法律主体、实际付费、确认收入和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得已履约合同及实际付费单价",
      "stage": "公开资料；持续交付/商业成熟度待核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR6-31460-YC",
        "UNCLEAR6-31460-LAUNCH1",
        "UNCLEAR6-31460-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://plan0.ai/",
      "businessModel": "建筑成本软件/项目服务；按项目与经常性费用待拆",
      "entityBasis": "YC当前页及所链官网；法律注册、品牌迁移、转型和收购后的主体连续未独立核",
      "classificationBasis": "人工复核：按当前AI任务及交付区分行业软件、Agent设施、具身/实体制造；历史AI业务不直接证明当前主营，原发现审计不改。"
    },
    {
      "id": "YC31475",
      "name": "Ardent",
      "url": "https://www.ycombinator.com/companies/ardent",
      "channel": "S01",
      "cat": "C03",
      "year": 2025,
      "team": 3,
      "location": null,
      "business": "向编码Agent提供按需隔离的Postgres数据库副本，测试迁移、回填及数据修改。",
      "buyer": "使用编码Agent的数据及工程团队",
      "delivery": "旧AI Data Engineer产品近200K ARR流失是失败/转型证据，不是当前数据库分支产品ARR，也不推当前零收入。6秒和隔离为厂商自述，未连接数据库或实测。",
      "notes": "旧AI Data Engineer产品近200K ARR流失是失败/转型证据，不是当前数据库分支产品ARR，也不推当前零收入。6秒和隔离为厂商自述，未连接数据库或实测。 法律主体、实际付费、确认收入和独立效果仍待核。",
      "cohort": "YC自述2025年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "官网Scale原文$250/月加计算/存储；含$100额度，Starter基础费0但用量另计；实际合同未知",
      "stage": "公开资料；持续交付/商业成熟度待核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR6-31475-YC",
        "UNCLEAR6-31475-LAUNCH1",
        "UNCLEAR6-31475-HOME",
        "UNCLEAR6-31475-PRICE"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://tryardent.com",
      "businessModel": "基础套餐加计算/存储计量，企业BYOC另议；云成本与软件费待拆",
      "entityBasis": "YC当前页及所链官网；法律注册、品牌迁移、转型和收购后的主体连续未独立核",
      "classificationBasis": "人工复核：按当前AI任务及交付区分行业软件、Agent设施、具身/实体制造；历史AI业务不直接证明当前主营，原发现审计不改。",
      "pricingEvidence": "UNCLEAR6-31475-PRICE",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "Postgres copy-on-write隔离分支与计量，未连接生产数据库或实测6秒/安全。",
        "evidenceIds": [
          "UNCLEAR6-31475-HOME"
        ]
      }
    },
    {
      "id": "YC31478",
      "name": "Silmaril",
      "url": "https://www.ycombinator.com/companies/silmaril",
      "channel": "S01",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "通过攻击探测、执行上下文分类器及再训练保护Agent运行。",
      "buyer": "AI应用、Agent平台及安全团队",
      "delivery": "YC2800万和官网6800万/2000万为估计避免损失，不是销售；比较基准、低延迟、漏洞案例和认证均未独立核验，示例执行轨迹不是本研究实际运行。",
      "notes": "YC2800万和官网6800万/2000万为估计避免损失，不是销售；比较基准、低延迟、漏洞案例和认证均未独立核验，示例执行轨迹不是本研究实际运行。 法律主体、实际付费、确认收入和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得已履约合同及实际付费单价",
      "stage": "公开资料；持续交付/商业成熟度待核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR6-31478-YC",
        "UNCLEAR6-31478-LAUNCH1",
        "UNCLEAR6-31478-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://silmaril.dev",
      "businessModel": "Agent安全SDK/运行防护，托管与自托管；试点、定制及持续费待拆",
      "entityBasis": "YC当前页及所链官网；法律注册、品牌迁移、转型和收购后的主体连续未独立核",
      "classificationBasis": "人工复核：按当前AI任务及交付区分行业软件、Agent设施、具身/实体制造；历史AI业务不直接证明当前主营，原发现审计不改。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "上下文分类器、红队和再训练及延迟/比较指标仅厂商描述，未独立复现或运行。",
        "evidenceIds": [
          "UNCLEAR6-31478-HOME"
        ]
      }
    },
    {
      "id": "YC31482",
      "name": "Memory Store",
      "url": "https://www.ycombinator.com/companies/memory-store",
      "channel": "S01",
      "cat": "C03",
      "year": 2025,
      "team": 4,
      "location": null,
      "business": "通过MCP为Agent提供共享公司记忆，并从协作工具生成团队简报和上下文。",
      "buyer": "需要跨Agent共享知识的企业团队",
      "delivery": "当前Memory Store官网跳转Mem Store，按成员150美元符号/月；页面示例简报不作真实客户业绩。Julep旧项目stars不迁入，法律主体与品牌迁移仍待核。",
      "notes": "当前Memory Store官网跳转Mem Store，按成员150美元符号/月；页面示例简报不作真实客户业绩。Julep旧项目stars不迁入，法律主体与品牌迁移仍待核。 法律主体、实际付费、确认收入和独立效果仍待核。",
      "cohort": "YC自述2025年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "官网原文$150/成员/月；实际付费和合同未知",
      "stage": "公开资料；持续交付/商业成熟度待核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR6-31482-YC",
        "UNCLEAR6-31482-LAUNCH1",
        "UNCLEAR6-31482-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://memory.store",
      "businessModel": "按成员软件月费与实施接入；模型、存储和人工成本待核",
      "entityBasis": "YC当前页及所链官网；法律注册、品牌迁移、转型和收购后的主体连续未独立核",
      "classificationBasis": "人工复核：按当前AI任务及交付区分行业软件、Agent设施、具身/实体制造；历史AI业务不直接证明当前主营，原发现审计不改。",
      "pricingEvidence": "UNCLEAR6-31482-HOME",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "共享公司记忆MCP及团队简报，只读说明，未接入公司数据或验证检索/权限隔离。",
        "evidenceIds": [
          "UNCLEAR6-31482-HOME"
        ]
      }
    },
    {
      "id": "YC31485",
      "name": "ANORIA",
      "url": "https://www.ycombinator.com/companies/anoria",
      "channel": "S01",
      "cat": "C09",
      "year": 2026,
      "team": 5,
      "location": null,
      "business": "以可穿戴设备采集音频/生物信号，通过SOMI模型推断情绪状态。",
      "buyer": "创始人、创作者及个人用户",
      "delivery": "5月仅少量早期原型用户，官网仍早期访问；情绪识别和150信号相关性为厂商主张，未取得独立心理/临床效度或成品交付证明，不按成熟健康产品估值。",
      "notes": "5月仅少量早期原型用户，官网仍早期访问；情绪识别和150信号相关性为厂商主张，未取得独立心理/临床效度或成品交付证明，不按成熟健康产品估值。 法律主体、实际付费、确认收入和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得已履约合同及实际付费单价",
      "stage": "公开资料；持续交付/商业成熟度待核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR6-31485-YC",
        "UNCLEAR6-31485-LAUNCH1",
        "UNCLEAR6-31485-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.anoria.com",
      "businessModel": "个人硬件加软件服务；设备、订阅与数据采集成本未知",
      "entityBasis": "YC当前页及所链官网；法律注册、品牌迁移、转型和收购后的主体连续未独立核",
      "classificationBasis": "人工复核：按当前AI任务及交付区分行业软件、Agent设施、具身/实体制造；历史AI业务不直接证明当前主营，原发现审计不改。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "早期SOMI推断音频/生物状态主张；未取得独立情绪测量效度，未试戴。",
        "evidenceIds": [
          "UNCLEAR6-31485-HOME"
        ]
      }
    },
    {
      "id": "YC31505",
      "name": "OpenWork",
      "url": "https://www.ycombinator.com/companies/openwork",
      "channel": "S01",
      "cat": "C05",
      "year": 2026,
      "team": 4,
      "location": null,
      "business": "提供桌面Agent工作区、共享技能和MCP连接，支持团队云端或自托管。",
      "buyer": "企业知识工作者及IT管理团队",
      "delivery": "README及许可可读；桌面MIT与ee目录受限许可分别保存，不能笼统称全栈MIT。下载/stars不是付费用户；计划中功能、厂商认证与实际运行未核。",
      "notes": "README及许可可读；桌面MIT与ee目录受限许可分别保存，不能笼统称全栈MIT。下载/stars不是付费用户；计划中功能、厂商认证与实际运行未核。 法律主体、实际付费、确认收入和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "官网Team原文$10/人/月；可选云电脑$50/成员/月、推理$10/用户/月；企业另议",
      "stage": "公开资料；持续交付/商业成熟度待核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR6-31505-YC",
        "UNCLEAR6-31505-LAUNCH1",
        "UNCLEAR6-31505-HOME",
        "UNCLEAR6-31505-PRICE",
        "UNCLEAR6-31505-README",
        "UNCLEAR6-31505-LICENSE",
        "UNCLEAR6-31505-EE-LICENSE"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://openworklabs.com",
      "businessModel": "免费MIT桌面入口，团队按席位及企业控制面订阅；云电脑/推理另收费",
      "entityBasis": "YC当前页及所链官网；法律注册、品牌迁移、转型和收购后的主体连续未独立核",
      "classificationBasis": "人工复核：按当前AI任务及交付区分行业软件、Agent设施、具身/实体制造；历史AI业务不直接证明当前主营，原发现审计不改。",
      "pricingEvidence": "UNCLEAR6-31505-PRICE",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "公开README及分目录许可可读；未运行/安装或验证模型、同步和安全功能。",
        "evidenceIds": [
          "UNCLEAR6-31505-README",
          "UNCLEAR6-31505-LICENSE",
          "UNCLEAR6-31505-EE-LICENSE"
        ]
      }
    },
    {
      "id": "YC31516",
      "name": "Expanse",
      "url": "https://www.ycombinator.com/companies/expanse",
      "channel": "S01",
      "cat": "C02",
      "year": 2025,
      "team": 4,
      "location": null,
      "business": "利用代码、遥测和学习模型预测作业资源/失败风险并诊断集群任务。",
      "buyer": "自有SLURM/Kubernetes集群的AI及HPC团队",
      "delivery": "运行于现有调度器旁而非替代；官网800万月计算浪费是客户资源估计。页面示例参数明确illustrative，内部基准和数据不出网主张未独立验证。",
      "notes": "运行于现有调度器旁而非替代；官网800万月计算浪费是客户资源估计。页面示例参数明确illustrative，内部基准和数据不出网主张未独立验证。 法律主体、实际付费、确认收入和独立效果仍待核。",
      "cohort": "YC自述2025年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得已履约合同及实际付费单价",
      "stage": "公开资料；持续交付/商业成熟度待核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR6-31516-YC",
        "UNCLEAR6-31516-LAUNCH1",
        "UNCLEAR6-31516-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://expanse.sh",
      "businessModel": "部署于客户集群的预测/诊断软件及试点服务；收费和持续运维待核",
      "entityBasis": "YC当前页及所链官网；法律注册、品牌迁移、转型和收购后的主体连续未独立核",
      "classificationBasis": "人工复核：按当前AI任务及交付区分行业软件、Agent设施、具身/实体制造；历史AI业务不直接证明当前主营，原发现审计不改。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "集群代码/遥测学习预测，与调度器并行；示例和厂商内部基准不等独立测量。",
        "evidenceIds": [
          "UNCLEAR6-31516-HOME"
        ]
      }
    },
    {
      "id": "YC31530",
      "name": "Avea Robotics",
      "url": "https://www.ycombinator.com/companies/avea-robotics",
      "channel": "S01",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "提供遥操作、故障接管、监督自主及干预片段训练数据回流。",
      "buyer": "部署自主机器人的机器人企业及运营团队",
      "delivery": "YC当前Acquired；2026-06自述18k MRR及近30台机器人仅历史口径。当前官网仍可读不证明收购后的独立经营；软件/按量/托管人工拆分，100% uptime非独立测试。",
      "notes": "YC当前Acquired；2026-06自述18k MRR及近30台机器人仅历史口径。当前官网仍可读不证明收购后的独立经营；软件/按量/托管人工拆分，100% uptime非独立测试。 法律主体、实际付费、确认收入和独立效果仍待核。 YC状态Acquired；收购日期/买方/交易/旧MRR持续性未核，不作存续独立公司的当前收入。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "Deploy原文$200/机器人/月加$0.90/遥操作小时；Scale可含托管操作员；实际合同未知",
      "stage": "公开资料；持续交付/商业成熟度待核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR6-31530-YC",
        "UNCLEAR6-31530-LAUNCH1",
        "UNCLEAR6-31530-LAUNCH2",
        "UNCLEAR6-31530-HOME",
        "UNCLEAR6-31530-PRICE"
      ],
      "revenueStatus": "self",
      "extraUrl": "https://www.avearobotics.com",
      "businessModel": "按机器月费加遥操作小时费，企业可含人工运营团队",
      "entityBasis": "YC当前页及所链官网；法律注册、品牌迁移、转型和收购后的主体连续未独立核",
      "classificationBasis": "人工复核：按当前AI任务及交付区分行业软件、Agent设施、具身/实体制造；历史AI业务不直接证明当前主营，原发现审计不改。",
      "pricingEvidence": "UNCLEAR6-31530-PRICE",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "客户自带自主软件，Sentinel供遥操作/接管与训练数据回流；不认定自研通用模型或100%uptime实证。",
        "evidenceIds": [
          "UNCLEAR6-31530-HOME"
        ]
      }
    },
    {
      "id": "YC31547",
      "name": "InstaBox",
      "url": "https://www.ycombinator.com/companies/insforge-instacloud",
      "channel": "S01",
      "cat": "C03",
      "year": 2025,
      "team": 6,
      "location": null,
      "business": "为Agent提供持久Linux云VM及命令、文件、快照和浏览器接口。",
      "buyer": "需要长时间运行Agent的开发与平台团队",
      "delivery": "YC页保留旧InsForge后端平台发布，当前InstaBox文档SDK仍用insforge命名空间；品牌/法律连续待核，未因改名重复建公司。未安装CLI、开VM、执行安装示例或发起构建。",
      "notes": "YC页保留旧InsForge后端平台发布，当前InstaBox文档SDK仍用insforge命名空间；品牌/法律连续待核，未因改名重复建公司。未安装CLI、开VM、执行安装示例或发起构建。 法律主体、实际付费、确认收入和独立效果仍待核。",
      "cohort": "YC自述2025年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "官网Pro原文$20、Builder$100、Team$500/月加按秒资源/存储/流量；实际合同未知",
      "stage": "公开资料；持续交付/商业成熟度待核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR6-31547-YC",
        "UNCLEAR6-31547-LAUNCH1",
        "UNCLEAR6-31547-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://instabox.sh/",
      "businessModel": "套餐加计算/内存/存储/流量计量；云资源、预付余额与软件净收入待拆",
      "entityBasis": "YC当前页及所链官网；法律注册、品牌迁移、转型和收购后的主体连续未独立核",
      "classificationBasis": "人工复核：按当前AI任务及交付区分行业软件、Agent设施、具身/实体制造；历史AI业务不直接证明当前主营，原发现审计不改。",
      "pricingEvidence": "UNCLEAR6-31547-HOME",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "持久microVM和Agent接口公开说明可读，未开VM、运行CLI、编译或验证隔离/性能。",
        "evidenceIds": [
          "UNCLEAR6-31547-HOME"
        ]
      }
    },
    {
      "id": "YC31560",
      "name": "Intelligence Factory",
      "url": "https://www.ycombinator.com/companies/intelligence-factory",
      "channel": "S01",
      "cat": "C10",
      "year": 2026,
      "team": 10,
      "location": null,
      "business": "用人类演示采集的视觉、动作和触觉训练可迁移的机器人操控模型。",
      "buyer": "仓库、零售及数据中心机器人部署团队",
      "delivery": "自有手套与数据采集、模型训练、硬件重定向及部署分开；40到99成功率是厂商目标/叙述，不当实测通用性能或已达商业规模。",
      "notes": "自有手套与数据采集、模型训练、硬件重定向及部署分开；40到99成功率是厂商目标/叙述，不当实测通用性能或已达商业规模。 法律主体、实际付费、确认收入和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得已履约合同及实际付费单价",
      "stage": "公开资料；持续交付/商业成熟度待核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR6-31560-YC",
        "UNCLEAR6-31560-LAUNCH1",
        "UNCLEAR6-31560-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://intelligence-factory.com",
      "businessModel": "具身模型与数据采集工厂、硬件适配和部署；授权/服务/设备费待拆",
      "entityBasis": "YC当前页及所链官网；法律注册、品牌迁移、转型和收购后的主体连续未独立核",
      "classificationBasis": "人工复核：按当前AI任务及交付区分行业软件、Agent设施、具身/实体制造；历史AI业务不直接证明当前主营，原发现审计不改。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "人类示范数据/手套、模型及硬件迁移方案可读，40到99为厂商目标叙述，未验证。",
        "evidenceIds": [
          "UNCLEAR6-31560-HOME"
        ]
      }
    },
    {
      "id": "YC31725",
      "name": "Hickory & Company",
      "url": "https://www.ycombinator.com/companies/hickory-and-company",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": null,
      "business": "由Agent检索证据、草拟政策及完成合规案例初审，交人工决策。",
      "buyer": "银行、金融科技及信用合作社的合规/BSA团队",
      "delivery": "官网明确专家配置、团队复核和批准；10倍效率及独立模型验证/认证字样只是公司主张，本轮未取得审计报告或监管接受证明。",
      "notes": "官网明确专家配置、团队复核和批准；10倍效率及独立模型验证/认证字样只是公司主张，本轮未取得审计报告或监管接受证明。 法律主体、实际付费、确认收入和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得已履约合同及实际付费单价",
      "stage": "公开资料；持续交付/商业成熟度待核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR6-31725-YC",
        "UNCLEAR6-31725-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://hickory.co",
      "businessModel": "行业软件与专家定制工作流；集成/维护及人工服务费待拆",
      "entityBasis": "YC当前页及所链官网；法律注册、品牌迁移、转型和收购后的主体连续未独立核",
      "classificationBasis": "人工复核：按当前AI任务及交付区分行业软件、Agent设施、具身/实体制造；历史AI业务不直接证明当前主营，原发现审计不改。"
    },
    {
      "id": "YC32123",
      "name": "HERA",
      "url": "https://www.ycombinator.com/companies/manufacturingintelligence",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "用AI分析技术图纸/文件、审查变更并生成带来源引用的工程文稿。",
      "buyer": "重工程及制造企业",
      "delivery": "官方招聘正文明确AI平台及AI/LLM集成，支持当前主营；与AI025自然语言视频工具Hera为不同YC页/创始团队/官网，不复用ID。标准检查是辅助审查，仍需工程师确认。",
      "notes": "官方招聘正文明确AI平台及AI/LLM集成，支持当前主营；与AI025自然语言视频工具Hera为不同YC页/创始团队/官网，不复用ID。标准检查是辅助审查，仍需工程师确认。 法律主体、实际付费、确认收入和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得已履约合同及实际付费单价",
      "stage": "公开资料；持续交付/商业成熟度待核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR6-32123-YC",
        "UNCLEAR6-32123-LAUNCH1",
        "UNCLEAR6-32123-HOME",
        "UNCLEAR6-32123-PRODUCT",
        "UNCLEAR6-32123-JOB"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.manufacturingintelligence.org",
      "businessModel": "制造工程软件及流程集成；定价/人工工程复核待核",
      "entityBasis": "YC manufacturingintelligence（2026，Meera Patel/Noelle So）、官网重定向HeraEngineering及GIM Corp页脚；与AI025 hera-video（2025，德国视频工具）分开，法律注册未独立核",
      "classificationBasis": "人工复核：按当前AI任务及交付区分行业软件、Agent设施、具身/实体制造；历史AI业务不直接证明当前主营，原发现审计不改。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "招聘正文明确AI/LLM处理图纸，产品带来源供工程师复核；未测标准符合性、误报或正确率。",
        "evidenceIds": [
          "UNCLEAR6-32123-HOME",
          "UNCLEAR6-32123-JOB",
          "UNCLEAR6-32123-PRODUCT"
        ]
      }
    },
    {
      "id": "YC32128",
      "name": "Mass Magnetics",
      "url": "https://www.ycombinator.com/companies/mass-magnetics",
      "channel": "S01",
      "cat": "C10",
      "year": 2026,
      "team": 3,
      "location": null,
      "business": "用机器视觉和学习模型分选回收磁材，销售材料并建设磁体制造能力。",
      "buyer": "电机、机器人及稀土磁材买家",
      "delivery": "不是因为机器人客户入表，而是官网明确AI分选环节；合金销售、磁体预购与未来烧结产能分开。3分钟/60秒宣传工序及合规/性能未独立核，预购不作ARR。",
      "notes": "不是因为机器人客户入表，而是官网明确AI分选环节；合金销售、磁体预购与未来烧结产能分开。3分钟/60秒宣传工序及合规/性能未独立核，预购不作ARR。 法律主体、实际付费、确认收入和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截止日未给",
      "price": "未取得已履约合同及实际付费单价",
      "stage": "公开资料；持续交付/商业成熟度待核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR6-32128-YC",
        "UNCLEAR6-32128-LAUNCH1",
        "UNCLEAR6-32128-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://massmagnetics.com/",
      "businessModel": "实体材料/磁体销售及回收制造；设备、原料、能耗与存货成本待拆",
      "entityBasis": "YC当前页及所链官网；法律注册、品牌迁移、转型和收购后的主体连续未独立核",
      "classificationBasis": "人工复核：按当前AI任务及交付区分行业软件、Agent设施、具身/实体制造；历史AI业务不直接证明当前主营，原发现审计不改。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "官网明确训练视觉模型按磁材等级分选，未实测精度/制造性能或独立验证产能。",
        "evidenceIds": [
          "UNCLEAR6-32128-HOME"
        ]
      }
    },
    {
      "id": "YC32164",
      "name": "Prized",
      "url": "https://www.ycombinator.com/companies/prized",
      "channel": "S01",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "提供持久云开发机、本地文件同步及端口映射，另有API临时沙盒。",
      "buyer": "需要持续运行编码Agent的开发团队",
      "delivery": "当前云devbox与7月内部工具生成器分别保留；定价页明确旧工具另有tools.prized.dev。套餐转为额度、余额最多滚存两月，不把每月充值当MRR或实际资源消费。",
      "notes": "当前云devbox与7月内部工具生成器分别保留；定价页明确旧工具另有tools.prized.dev。套餐转为额度、余额最多滚存两月，不把每月充值当MRR或实际资源消费。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "每月计划原文$10—$1000额度、页面默认$25；按资源抵扣并限时滚存，不当月订阅净收入",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-32164-YC",
        "UNCLEAR7-32164-LAUNCH1",
        "UNCLEAR7-32164-LAUNCH2",
        "UNCLEAR7-32164-HOME",
        "UNCLEAR7-32164-PRICE"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://prized.dev",
      "businessModel": "云资源计量/预付额度，非单纯软件席位费",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。",
      "pricingEvidence": "UNCLEAR7-32164-PRICE",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "持久Agent云机、文件/端口及按秒沙盒只读说明，未安装或运行/编译。",
        "evidenceIds": [
          "UNCLEAR7-32164-HOME"
        ]
      }
    },
    {
      "id": "YC32170",
      "name": "Gutgutgoose",
      "url": "https://www.ycombinator.com/companies/gutgutgoose",
      "channel": "S01",
      "cat": "C09",
      "year": 2026,
      "team": 7,
      "location": null,
      "business": "用测序和混合机理-AI模型匹配益生菌配方，提供补充剂和复测。",
      "buyer": "个人肠道健康用户",
      "delivery": "官网明确Hybrid Mechanistic-AI，故补证入表；只是公司自述模型和补充剂，未取得独立临床效果。旧药房400万年收入不等本产品收入，订金、退费承诺与已确认订阅分开。",
      "notes": "官网明确Hybrid Mechanistic-AI，故补证入表；只是公司自述模型和补充剂，未取得独立临床效果。旧药房400万年收入不等本产品收入，订金、退费承诺与已确认订阅分开。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "官网原文$93或$183/月的实体配方/测序复测组合；实际合同及退款未知",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-32170-YC",
        "UNCLEAR7-32170-LAUNCH1",
        "UNCLEAR7-32170-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://gutgutgoose.com/",
      "businessModel": "实体补充剂月费加测序/复测、配制服务；数据/研究成本待拆",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。",
      "pricingEvidence": "UNCLEAR7-32170-HOME",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "Hybrid Mechanistic-AI及机理模型自述；未核独立临床设计/效果，未采样/服用。",
        "evidenceIds": [
          "UNCLEAR7-32170-HOME"
        ]
      }
    },
    {
      "id": "YC32260",
      "name": "Manifold",
      "url": "https://www.ycombinator.com/companies/manifold-2",
      "channel": "S01",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "以学习式自主策略执行仓库搬运/拣选，并由远端人工处理例外。",
      "buyer": "仓库及供应链运营商",
      "delivery": "官网明确AI自主栈和远程操作员；500万picks为正在部署以执行的量，未证明已完成/已付。零前期费不等无资本/人工成本，目标参数与模拟画面不作独立性能。",
      "notes": "官网明确AI自主栈和远程操作员；500万picks为正在部署以执行的量，未证明已完成/已付。零前期费不等无资本/人工成本，目标参数与模拟画面不作独立性能。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "未取得实际已付合同单价",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-32260-YC",
        "UNCLEAR7-32260-LAUNCH1",
        "UNCLEAR7-32260-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.manifoldindustries.ai/",
      "businessModel": "按pick计费机器人服务，硬件折旧/人工监督/维护与软件须拆",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "AI自主策略配合远端人工，模拟路径/目标规格与实际吞吐分开，未操作或实测。",
        "evidenceIds": [
          "UNCLEAR7-32260-HOME"
        ]
      }
    },
    {
      "id": "YC32518",
      "name": "Agency Tool Company",
      "url": "https://www.ycombinator.com/companies/agency-tool-company",
      "channel": "S01",
      "cat": "C10",
      "year": 2026,
      "team": 3,
      "location": null,
      "business": "交付机器人软件/模型的增量更新、回退和设备管理，计划提供目标硬件CI。",
      "buyer": "部署学习模型的机器人研发及车队团队",
      "delivery": "官网明确可部署模型及LeRobot/CUDA等机器人栈，作为AI机器人部署设施入表而非自研模型；Deploy为beta，Build标Coming soon，不把YC第二产品描述或演示CI结果当正式可用/本项目授权runner。",
      "notes": "官网明确可部署模型及LeRobot/CUDA等机器人栈，作为AI机器人部署设施入表而非自研模型；Deploy为beta，Build标Coming soon，不把YC第二产品描述或演示CI结果当正式可用/本项目授权runner。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "未取得实际已付合同单价",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-32518-YC",
        "UNCLEAR7-32518-LAUNCH1",
        "UNCLEAR7-32518-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://agencytool.com",
      "businessModel": "机器人部署基础设施/托管嵌入计算，模型与非AI负载、服务费待拆",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "机器人模型/软件OTA与目标硬件CI描述；Build Coming soon，未运行任何厂商CI/构建。",
        "evidenceIds": [
          "UNCLEAR7-32518-HOME"
        ]
      }
    },
    {
      "id": "YC32527",
      "name": "machine0",
      "url": "https://www.ycombinator.com/companies/machine0",
      "channel": "S01",
      "cat": "C03",
      "year": 2026,
      "team": 1,
      "location": null,
      "business": "通过CLI/MCP为Agent创建、暂停和恢复CPU/GPU云VM及配置环境。",
      "buyer": "长时间运行Agent和自动研究的开发团队",
      "delivery": "明确Agent专用接口，仍可托管通用负载；99.99% uptime和隔离未实测，挂起仍计镜像存储。旧Upflow多百万ARR及Hike用户不迁入，月价是连续用量估计不是MRR。",
      "notes": "明确Agent专用接口，仍可托管通用负载；99.99% uptime和隔离未实测，挂起仍计镜像存储。旧Upflow多百万ARR及Hike用户不迁入，月价是连续用量估计不是MRR。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "CPU原文$0.013/小时起，GPU$0.836/小时起，按分钟计；挂起存储另计；月价为估算",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-32527-YC",
        "UNCLEAR7-32527-LAUNCH1",
        "UNCLEAR7-32527-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://machine0.io",
      "businessModel": "按分钟云计算与存储计量，预付余额和上游资源成本待拆",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。",
      "pricingEvidence": "UNCLEAR7-32527-HOME",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "Agent驱动VM/配置接口描述，未启动机器或验证隔离/99.99%uptime。",
        "evidenceIds": [
          "UNCLEAR7-32527-HOME"
        ]
      }
    },
    {
      "id": "YC32553",
      "name": "Nori Robotics",
      "url": "https://www.ycombinator.com/companies/noril1",
      "channel": "S01",
      "cat": "C10",
      "year": 2026,
      "team": 5,
      "location": null,
      "business": "销售可训练的低价双臂移动机器人，并以部署数据训练通用机器人策略。",
      "buyer": "机器人研究开发者及家庭/企业硬件买家",
      "delivery": "YC自述六周440K+ sales、首台部署，官网1688全价非订金、秋季发货；不清楚sales含预售/已履约比例，不当ARR或已全部交付。与YC30657个人健康应用Nori不同公司，不能按同名复用。",
      "notes": "YC自述六周440K+ sales、首台部署，官网1688全价非订金、秋季发货；不清楚sales含预售/已履约比例，不当ARR或已全部交付。与YC30657个人健康应用Nori不同公司，不能按同名复用。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "官网原文$1688全价、非订金，秋季发货，开发者beta另列；实际回款/履约未知",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-32553-YC",
        "UNCLEAR7-32553-LAUNCH1",
        "UNCLEAR7-32553-HOME",
        "UNCLEAR7-32553-BETA"
      ],
      "revenueStatus": "self",
      "extraUrl": "http://norirobotics.com",
      "businessModel": "机器人硬件销售、技能/软件及数据采集；出货/退款及物料成本待核",
      "entityBasis": "YC noril1（2026，机器人，官网Nori Robotics）与YC30657 nori（2025，个人健康软件）分别建档；不是同名复用，法律注册仍未独立核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。",
      "pricingEvidence": "UNCLEAR7-32553-HOME",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "部署数据训练策略和开发者beta边界，未核量产交付、家庭任务或示范性能。",
        "evidenceIds": [
          "UNCLEAR7-32553-HOME",
          "UNCLEAR7-32553-BETA"
        ]
      }
    },
    {
      "id": "YC32583",
      "name": "Graphify Labs",
      "url": "https://www.ycombinator.com/companies/graphify-labs",
      "channel": "S01",
      "cat": "C04",
      "year": 2026,
      "team": 1,
      "location": null,
      "business": "构建代码知识图谱及共享上下文，并提供PR审查和限定范围的差异验证。",
      "buyer": "工程团队及编码Agent开发者",
      "delivery": "公开README/许可/基准可读；代码AST确定性解析与文档语义模型分开。proven只针对求解器模型中的函数、预算耗尽为unknown；非整库功能正确或本研究独立实测，下载/stars/注册不等付费。",
      "notes": "公开README/许可/基准可读；代码AST确定性解析与文档语义模型分开。proven只针对求解器模型中的函数、预算耗尽为unknown；非整库功能正确或本研究独立实测，下载/stars/注册不等付费。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "Pro原文年付$120/年月等值$10、月付$15；Teams首100队年付$20/席/月且至少2席，之后$28",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-32583-YC",
        "UNCLEAR7-32583-LAUNCH1",
        "UNCLEAR7-32583-HOME",
        "UNCLEAR7-32583-PRICE",
        "UNCLEAR7-32583-README",
        "UNCLEAR7-32583-LICENSE",
        "UNCLEAR7-32583-MIT",
        "UNCLEAR7-32583-BENCH",
        "UNCLEAR7-32583-PROOF"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.graphify.com/",
      "businessModel": "开源代码引擎入口，云端按开发者/席位及企业自托管收费",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。",
      "pricingEvidence": "UNCLEAR7-32583-PRICE",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "README、许可及自有基准可读；函数solver模型内的差异证明有unknown，不等需求/整库正确；未运行或独立复现。",
        "evidenceIds": [
          "UNCLEAR7-32583-HOME",
          "UNCLEAR7-32583-README",
          "UNCLEAR7-32583-LICENSE",
          "UNCLEAR7-32583-MIT",
          "UNCLEAR7-32583-BENCH",
          "UNCLEAR7-32583-PROOF"
        ]
      }
    },
    {
      "id": "YC32621",
      "name": "Aktoria Robotics",
      "url": "https://www.ycombinator.com/companies/aktoria-robotics",
      "channel": "S01",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "提供机器人遥操作软件、24小时人工操作员网络及训练数据片段。",
      "buyer": "部署机器人的企业及机器人训练实验室",
      "delivery": "官网明确向训练实验室供数据，不只是泛用远控；40ms旧跨国宣传与官网130ms线路/5ms本地口径分别保留。没有把操作员劳动当全自主/纯软件毛利，数据样本可见不等已售或授权已核。",
      "notes": "官网明确向训练实验室供数据，不只是泛用远控；40ms旧跨国宣传与官网130ms线路/5ms本地口径分别保留。没有把操作员劳动当全自主/纯软件毛利，数据样本可见不等已售或授权已核。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "未取得实际已付合同单价",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-32621-YC",
        "UNCLEAR7-32621-LAUNCH1",
        "UNCLEAR7-32621-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://aktoria.com/",
      "businessModel": "软件加托管人工运营和非独家训练数据销售；价格/工时与数据权利待拆",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "遥操作软件、人工运营和训练数据交付分开；延迟随线路口径，未测服务或下载数据。",
        "evidenceIds": [
          "UNCLEAR7-32621-HOME"
        ]
      }
    },
    {
      "id": "YC33013",
      "name": "Operon",
      "url": "https://www.ycombinator.com/companies/operon",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 0,
      "location": null,
      "business": "将工厂图纸/文件/传感资料组织为上下文，并定制Agent执行专业工作流。",
      "buyer": "制造、工程承包及流程工业企业",
      "delivery": "官网首月工程师进入客户公司、3周上线且人工批准；单笔down payment覆盖一轮，不默认经常性订阅。平均280万年节省是客户价值非Operon ARR；YC团队0只原字段，不代表无人交付。",
      "notes": "官网首月工程师进入客户公司、3周上线且人工批准；单笔down payment覆盖一轮，不默认经常性订阅。平均280万年节省是客户价值非Operon ARR；YC团队0只原字段，不代表无人交付。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给；0不作为实际无人团队结论",
      "price": "未取得实际已付合同单价",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-33013-YC",
        "UNCLEAR7-33013-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://operonsolutions.com/en",
      "businessModel": "驻场工程和行业定制交付；一次预付与持续收费待拆",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。"
    },
    {
      "id": "YC33018",
      "name": "Agentcard",
      "url": "https://www.ycombinator.com/companies/agentcard",
      "channel": "S01",
      "cat": "C03",
      "year": 2026,
      "team": 4,
      "location": null,
      "business": "为Agent提供卡片托管、发卡和购买执行接口，并保留用户支付授权。",
      "buyer": "提供个人AI助手及Agent采购的产品团队",
      "delivery": "当前主打代客户存卡/购买，保留6月独立借记卡旧发布；Vault免费额度、Issuing月费与1% revenue share分别保存，不臆定分成方向/费率净额。语音早期访问、Purchase Agent beta免费，成功率/合规仅自述。",
      "notes": "当前主打代客户存卡/购买，保留6月独立借记卡旧发布；Vault免费额度、Issuing月费与1% revenue share分别保存，不臆定分成方向/费率净额。语音早期访问、Purchase Agent beta免费，成功率/合规仅自述。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "Vault≤5000用户免费；Issuing原文$5000/月和1% revenue share；购买Agent beta免费；合同净额未知",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-33018-YC",
        "UNCLEAR7-33018-LAUNCH1",
        "UNCLEAR7-33018-LAUNCH2",
        "UNCLEAR7-33018-HOME",
        "UNCLEAR7-33018-PRICE"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.agentcard.com",
      "businessModel": "卡托管/发卡平台费、交易分成及购买请求；客户资金/结算额与净收入待拆",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。",
      "pricingEvidence": "UNCLEAR7-33018-PRICE",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "卡托管/购买执行和人工付款授权的公开描述，未接卡/交易或验证成功率、合规。",
        "evidenceIds": [
          "UNCLEAR7-33018-HOME"
        ]
      }
    },
    {
      "id": "YC33144",
      "name": "Grip",
      "url": "https://www.ycombinator.com/companies/grip",
      "channel": "S01",
      "cat": "C10",
      "year": 2026,
      "team": 4,
      "location": null,
      "business": "用学习式场景理解/抓取规划和专用硬件分拣变化的垃圾流。",
      "buyer": "有机垃圾及回收分选运营商",
      "delivery": "YC正文明确从成功/失败抓取学习，官网仅简短标语；客户行业损失/工厂数不作收入，产品吞吐、实际部署与持续付费未核，不把未来所有垃圾覆盖当已交付。",
      "notes": "YC正文明确从成功/失败抓取学习，官网仅简短标语；客户行业损失/工厂数不作收入，产品吞吐、实际部署与持续付费未核，不把未来所有垃圾覆盖当已交付。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "未取得实际已付合同单价",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-33144-YC",
        "UNCLEAR7-33144-LAUNCH1",
        "UNCLEAR7-33144-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.griprobotics.ai",
      "businessModel": "分选机器人系统/现场运营；硬件、维护、数据与计费待核",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "学习式垃圾抓取及从失败数据学习为自述，未独立核实际装机、吞吐与分选准确率。",
        "evidenceIds": [
          "UNCLEAR7-33144-HOME"
        ]
      }
    },
    {
      "id": "YC33313",
      "name": "SubVysion",
      "url": "https://www.ycombinator.com/companies/subvysion",
      "channel": "S01",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "以地面机器人采集地下传感数据，并用机器学习/Agent生成3D设施地图。",
      "buyer": "施工、地下设施承包商及未来城市/能源客户",
      "delivery": "8月发布明确机器学习/Agent任务，官网无可读正文；1500亿行业浪费和1400万/日云厂延期损失是客户/行业成本。精度/100倍细度/速度自述未独立核，不将采集点或节省当收入。",
      "notes": "8月发布明确机器学习/Agent任务，官网无可读正文；1500亿行业浪费和1400万/日云厂延期损失是客户/行业成本。精度/100倍细度/速度自述未独立核，不将采集点或节省当收入。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "未取得实际已付合同单价",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-33313-YC",
        "UNCLEAR7-33313-LAUNCH1",
        "UNCLEAR7-33313-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://subvysion.com",
      "businessModel": "机器人测绘及数据服务；按项目、地图许可和硬件运营待拆",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "ML/Agent地下数据处理为发布自述，现场精度与性能未独立核、官网正文未取得。",
        "evidenceIds": [
          "UNCLEAR7-33313-HOME"
        ]
      }
    },
    {
      "id": "YC33408",
      "name": "Salem Robotics Inc",
      "url": "https://www.ycombinator.com/companies/salem-robotics-inc",
      "channel": "S01",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "提供physical AI和动态规划，使机器人执行巡检/测量并输出可追溯记录。",
      "buyer": "核设施及其他危险工业场所运营商",
      "delivery": "官网明确physical AI；确定性运动保证与环境动态/现场风险边界分开，未独立验证安全或监管接受。合同洽谈不是销售，200K闲置机器人是客户资产价，派技术员测绘与后续维护成本需拆。",
      "notes": "官网明确physical AI；确定性运动保证与环境动态/现场风险边界分开，未独立验证安全或监管接受。合同洽谈不是销售，200K闲置机器人是客户资产价，派技术员测绘与后续维护成本需拆。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "未取得实际已付合同单价",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-33408-YC",
        "UNCLEAR7-33408-LAUNCH1",
        "UNCLEAR7-33408-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://salemroboticsinc.com",
      "businessModel": "自主软件加现场测绘/定制试点，可自带或采购合作伙伴机器人",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "physical AI/确定性运动与动态规划描述，现场风险/理论适用条件未独立验证。",
        "evidenceIds": [
          "UNCLEAR7-33408-HOME"
        ]
      }
    },
    {
      "id": "YC34828",
      "name": "Kailash Labs",
      "url": "https://www.ycombinator.com/companies/kailash-labs",
      "channel": "S01",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "当前官网提供会学习工件的机器人工作站；YC仍描述视频模型工厂及Marlin 2B。",
      "buyer": "需要自动化工作站的工厂及原视频模型客户",
      "delivery": "当前同一YC所链官网暂按C10，保留原C01模型方向；7天试点、无capex不等持续收入或无人工成本。未取得可核Marlin权重/模型卡/许可及独立对比，不把open-weights自述当已读公开模型。",
      "notes": "当前同一YC所链官网暂按C10，保留原C01模型方向；7天试点、无capex不等持续收入或无人工成本。未取得可核Marlin权重/模型卡/许可及独立对比，不把open-weights自述当已读公开模型。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "未取得实际已付合同单价",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-34828-YC",
        "UNCLEAR7-34828-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.kailashlabs.com/",
      "businessModel": "当前机器人工作站/运维服务与原小视频模型/蒸馏方案分开",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "YC原Marlin2B视频模型主张与当前机器人学习分开，未取得可核权重/模型卡，不当已读公开模型。",
        "evidenceIds": [
          "UNCLEAR7-34828-HOME"
        ]
      }
    },
    {
      "id": "YC34897",
      "name": "AnyAlpha",
      "url": "https://www.ycombinator.com/companies/anyalpha",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "把自然语言交易想法转为Agent，研究/回测后连接账户执行。",
      "buyer": "希望研究及执行策略的交易用户",
      "delivery": "旧多款app合计500K ARR和创始人个人投资收益不当AnyAlpha收入；回测与示例策略不能证明实盘净收益，官网交易所Logo不自动证明集成可用/合作。未交易、开户或作投资建议。",
      "notes": "旧多款app合计500K ARR和创始人个人投资收益不当AnyAlpha收入；回测与示例策略不能证明实盘净收益，官网交易所Logo不自动证明集成可用/合作。未交易、开户或作投资建议。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "未取得实际已付合同单价",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-34897-YC",
        "UNCLEAR7-34897-LAUNCH1",
        "UNCLEAR7-34897-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://anyalpha.ai/",
      "businessModel": "AI交易软件/执行服务；订阅、平台费及交易资金待拆",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。"
    },
    {
      "id": "YC34899",
      "name": "The Letter Company",
      "url": "https://www.ycombinator.com/companies/the-letter-company",
      "channel": "S01",
      "cat": "C06",
      "year": 2026,
      "team": 6,
      "location": null,
      "business": "以Agent可组合的内容、搜索可见度、线索和发信工具构建增长工作流。",
      "buyer": "增长工程、营销及开发团队",
      "delivery": "YC称增长编码Agent/harness，官网当前更明确营销原语，按C06；100+teams为采用自述。Acme/214家Stripe验证等为明确fictional/illustrative演示，不作真实客户付款或收入，未执行页面命令或发信。",
      "notes": "YC称增长编码Agent/harness，官网当前更明确营销原语，按C06；100+teams为采用自述。Acme/214家Stripe验证等为明确fictional/illustrative演示，不作真实客户付款或收入，未执行页面命令或发信。 法律主体、实际付费/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立；独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "未取得实际已付合同单价",
      "stage": "公开业务资料；持续交付/商业成熟度待核",
      "sourceType": "YC公司资料/历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR7-34899-YC",
        "UNCLEAR7-34899-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://letter.dev",
      "businessModel": "增长软件/API及定制上线；模型/内容制作/邮件设施成本待拆",
      "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核",
      "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。"
    },
    {
      "id": "YC35127",
      "name": "Rhem Labs",
      "url": "https://www.ycombinator.com/companies/rhem-labs",
      "channel": "S01",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": null,
      "business": "以语音AI桌面设备协助日常任务、记录健康趋势并联系家属。",
      "buyer": "老年人、复杂照护需求用户及其家属",
      "delivery": "当前官网明确AI companion、99 USD/月从确认交付后计期，2027-01-20至31预计发货且尚未就绪；与10月发布1099买断加两年Plus不同方案分别保留。读数为非医疗估计，任务演示不证明药物已配发或护理替代。",
      "notes": "当前官网明确AI companion、99 USD/月从确认交付后计期，2027-01-20至31预计发货且尚未就绪；与10月发布1099买断加两年Plus不同方案分别保留。读数为非医疗估计，任务演示不证明药物已配发或护理替代。 法律主体、已付/履约和独立效果仍待核。",
      "cohort": "YC自述2025年成立，独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "当前官网99 USD/月租赁，确认交付后开始计期，2027-01-20至31预计发货；旧发布$1099买断加2年Plus不同方案",
      "stage": "公开资料；原型/试点与持续商用需逐项核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR8-35127-YC",
        "UNCLEAR8-35127-LAUNCH1",
        "UNCLEAR8-35127-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://rhem.ai",
      "businessModel": "个人硬件租赁加AI/联网服务；也有购买选项，硬件折旧/售后需拆",
      "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料",
      "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。",
      "pricingEvidence": "UNCLEAR8-35127-HOME",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "语音AI任务/rPPG非医疗估计，未试用或核临床效果；尚未交付的租赁不能视为已验证持续服务。",
        "evidenceIds": [
          "UNCLEAR8-35127-HOME",
          "UNCLEAR8-35127-YC"
        ]
      }
    },
    {
      "id": "YC35261",
      "name": "Asakana",
      "url": "https://www.ycombinator.com/companies/asakana",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": null,
      "business": "以AI读取手写/多语订单与历史上下文，匹配商品并写入既有ERP。",
      "buyer": "食品及海鲜分销商",
      "delivery": "官网明确训练于手写资料的AI和搜索，不只创始人Gemini经历；有歧义先交人工，零错误/精度比较为自述。客户节省40%工时、60单/日不作Asakana收入或自身订单量。",
      "notes": "官网明确训练于手写资料的AI和搜索，不只创始人Gemini经历；有歧义先交人工，零错误/精度比较为自述。客户节省40%工时、60单/日不作Asakana收入或自身订单量。 法律主体、已付/履约和独立效果仍待核。",
      "cohort": "YC自述2025年成立，独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "未取得实际已付合同价",
      "stage": "公开资料；原型/试点与持续商用需逐项核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR8-35261-YC",
        "UNCLEAR8-35261-LAUNCH1",
        "UNCLEAR8-35261-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.asakana.co/",
      "businessModel": "行业软件/定制ERP集成；订阅、实施及人工异常处理待拆",
      "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料",
      "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "手写/多语资料AI检索匹配ERP方案，有歧义交人；未核零错误/精度主张或接入客户数据。",
        "evidenceIds": [
          "UNCLEAR8-35261-HOME",
          "UNCLEAR8-35261-YC"
        ]
      }
    },
    {
      "id": "YC35396",
      "name": "Oasive",
      "url": "https://www.ycombinator.com/companies/oasive",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 1,
      "location": null,
      "business": "以AI研究助手、估值/提前偿付模型提供利率及机构MBS研究分析。",
      "buyer": "固定收益机构分析师及投资团队",
      "delivery": "YC当前强调市政债，官网仍将Municipal/ABS/Corporate列Coming next，按已显示MBS/利率交付保留差异。15+机构desk为采用而非付费；创始人旧350B/17B资产组合及示例2.8B不是公司收入/AUM。",
      "notes": "YC当前强调市政债，官网仍将Municipal/ABS/Corporate列Coming next，按已显示MBS/利率交付保留差异。15+机构desk为采用而非付费；创始人旧350B/17B资产组合及示例2.8B不是公司收入/AUM。 法律主体、已付/履约和独立效果仍待核。",
      "cohort": "YC自述2025年成立，独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "官网原文$200/用户/月、14日试用需卡；MBS机构先付费试点再年度协议，实际付费未知",
      "stage": "公开资料；原型/试点与持续商用需逐项核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR8-35396-YC",
        "UNCLEAR8-35396-LAUNCH1",
        "UNCLEAR8-35396-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.oasive.ai",
      "businessModel": "个人按席位软件/月费，机构付费试点后年度协议；数据/模型/支持成本待拆",
      "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料",
      "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。",
      "pricingEvidence": "UNCLEAR8-35396-HOME",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "AI研究及自有估值/提前偿付模型为公司自述，当前MBS/利率与市政债未来交付区别，未回测或评估投资效果。",
        "evidenceIds": [
          "UNCLEAR8-35396-HOME",
          "UNCLEAR8-35396-YC"
        ]
      }
    },
    {
      "id": "YC35455",
      "name": "Deploy",
      "url": "https://www.ycombinator.com/companies/deploy",
      "channel": "S01",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "将通用机器人模型接到具体任务，跟踪执行并将人工干预回流训练。",
      "buyer": "仓库、3PL及制造企业",
      "delivery": "当前官网聚焦退货、kitting及FBA prep，YC发布明确模型/人工干预训练。保证吞吐、24/7和无capex是公司主张，未独立核实际履约；不是出售机器人或纯软件毛利。",
      "notes": "当前官网聚焦退货、kitting及FBA prep，YC发布明确模型/人工干预训练。保证吞吐、24/7和无capex是公司主张，未独立核实际履约；不是出售机器人或纯软件毛利。 法律主体、已付/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立，独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "未取得实际已付合同价",
      "stage": "公开资料；原型/试点与持续商用需逐项核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR8-35455-YC",
        "UNCLEAR8-35455-LAUNCH1",
        "UNCLEAR8-35455-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://deployrobotics.co/",
      "businessModel": "按完成工作收费的机器人运营服务；人工监督/硬件折旧/维护待拆",
      "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料",
      "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "通用机器人模型任务编排/人工干预回流训练，只读自述，未实测吞吐、可靠性或自主率。",
        "evidenceIds": [
          "UNCLEAR8-35455-HOME",
          "UNCLEAR8-35455-YC"
        ]
      }
    },
    {
      "id": "YC36114",
      "name": "Particularity",
      "url": "https://www.ycombinator.com/companies/particularity",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "用AI Agent检查公开网站及投诉，整理带时间戳的执法调查材料。",
      "buyer": "政府消费者保护监管机构",
      "delivery": "YC发布明确AI调查；官网普通HTTP403未读正文。court-ready和法条匹配为厂商主张，不代表法院接受/违规已认定；未检查第三方网站或替政府发起行动。",
      "notes": "YC发布明确AI调查；官网普通HTTP403未读正文。court-ready和法条匹配为厂商主张，不代表法院接受/违规已认定；未检查第三方网站或替政府发起行动。 法律主体、已付/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立，独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "未取得实际已付合同价",
      "stage": "公开资料；原型/试点与持续商用需逐项核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR8-36114-YC",
        "UNCLEAR8-36114-LAUNCH1",
        "UNCLEAR8-36114-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://particularity.io",
      "businessModel": "政府专业软件/调查工作流及采购实施；合同和人工法律复核待拆",
      "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料",
      "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "AI网站调查与证据组织为发布自述，官网403；未验证法条映射、司法接受或对外运行。",
        "evidenceIds": [
          "UNCLEAR8-36114-HOME",
          "UNCLEAR8-36114-YC",
          "UNCLEAR8-36114-LAUNCH1"
        ]
      }
    },
    {
      "id": "YC36411",
      "name": "Vyra",
      "url": "https://www.ycombinator.com/companies/vyra",
      "channel": "S01",
      "cat": "C08",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "以对话Agent理解用户素材、剪辑/字幕并生成可导出的成片草稿。",
      "buyer": "短视频创作者及内容团队",
      "delivery": "官网95591 creators为采用自述非付费，展示播放量也非收入；MCP套餐24/65与内置AI54/129美元符号/月不混算。三日试用、额度和外部模型成本待核，未上传/生成或运行示例。",
      "notes": "官网95591 creators为采用自述非付费，展示播放量也非收入；MCP套餐24/65与内置AI54/129美元符号/月不混算。三日试用、额度和外部模型成本待核，未上传/生成或运行示例。 法律主体、已付/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立，独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "官网原文MCP $24/$65月费需自带模型，内置AI $54/$129月费，均含额度/存储，实际合同未知",
      "stage": "公开资料；原型/试点与持续商用需逐项核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR8-36411-YC",
        "UNCLEAR8-36411-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://usevyra.com",
      "businessModel": "视频软件月费与处理额度/存储；自带模型或内置AI套餐分开",
      "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料",
      "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。",
      "pricingEvidence": "UNCLEAR8-36411-HOME",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "素材理解/剪辑Agent及MCP/自带模型说明可读，未上传媒体、导出或测剪辑质量。",
        "evidenceIds": [
          "UNCLEAR8-36411-HOME",
          "UNCLEAR8-36411-YC"
        ]
      }
    },
    {
      "id": "YC36444",
      "name": "Odin Robotics",
      "url": "https://www.ycombinator.com/companies/odin-robotics",
      "channel": "S01",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": null,
      "business": "用确定性控制配合学习式技能执行机床上下料、包装等多变工序。",
      "buyer": "中小制造工厂",
      "delivery": "官方明确trained models/LLM与学习式技能；试点满意才收费、后续月租/买断分开。演示有2/2.5/3倍速且文字不完全一致，未观看或独立测量吞吐、安全/可靠性。",
      "notes": "官方明确trained models/LLM与学习式技能；试点满意才收费、后续月租/买断分开。演示有2/2.5/3倍速且文字不完全一致，未观看或独立测量吞吐、安全/可靠性。 法律主体、已付/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立，独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "试点满意才收费，后续月租或买断；价格及接管/维护合同待核",
      "stage": "公开资料；原型/试点与持续商用需逐项核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR8-36444-YC",
        "UNCLEAR8-36444-LAUNCH1",
        "UNCLEAR8-36444-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://odin-robotics.com",
      "businessModel": "完整机器人集成，可月租或买断；人工远程接管/硬件维护及试点成本待拆",
      "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料",
      "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。",
      "pricingEvidence": "UNCLEAR8-36444-HOME",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "确定性控制/学习技能及远程接管，倍速演示不当吞吐测试，未验证安全/泛化。",
        "evidenceIds": [
          "UNCLEAR8-36444-HOME",
          "UNCLEAR8-36444-YC"
        ]
      }
    },
    {
      "id": "YC36774",
      "name": "ObsessionDB",
      "url": "https://www.ycombinator.com/companies/obsessiondb",
      "channel": "S01",
      "cat": "C03",
      "year": 2026,
      "team": 5,
      "location": null,
      "business": "以ClickHouse分支及计算存储分离处理Agent日志/轨迹，并提供Agent操作接口。",
      "buyer": "Agent数据、实时API及分析平台团队",
      "delivery": "官网明确Agent隔离只读计算/MCP，分支沙盒Early access、自动伸缩/scale-to-zero Coming with2.0。50TB客户数据及百万请求不是收入；4090 USD/月为默认估算非实际MRR，厂商基准未独立复现。",
      "notes": "官网明确Agent隔离只读计算/MCP，分支沙盒Early access、自动伸缩/scale-to-zero Coming with2.0。50TB客户数据及百万请求不是收入；4090 USD/月为默认估算非实际MRR，厂商基准未独立复现。 法律主体、已付/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立，独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "托管USD资源月费、默认计算器4090/月仅估算；BYOC另按年度许可/运维/支持费，客户云账单另计",
      "stage": "公开资料；原型/试点与持续商用需逐项核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR8-36774-YC",
        "UNCLEAR8-36774-LAUNCH1",
        "UNCLEAR8-36774-HOME",
        "UNCLEAR8-36774-PRICE"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://obsessiondb.com",
      "businessModel": "全托管资源月费或BYOC年度许可/运维费；客户云账单与软件净收入待拆",
      "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料",
      "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。",
      "pricingEvidence": "UNCLEAR8-36774-PRICE",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "Agent专用隔离计算/MCP与计算存储分离，sandbox early access/scale-to-zero未来；未运行或复现性能。",
        "evidenceIds": [
          "UNCLEAR8-36774-HOME",
          "UNCLEAR8-36774-YC"
        ]
      }
    },
    {
      "id": "YC37105",
      "name": "Tilion",
      "url": "https://www.ycombinator.com/companies/tilion",
      "channel": "S01",
      "cat": "C03",
      "year": 2026,
      "team": 4,
      "location": null,
      "business": "提供面向Agent的自修复浏览器运行设施。",
      "buyer": "大规模Agent网页任务及监控团队",
      "delivery": "YC称每天百万级Agent操作，官网只有候补/联系及愿景；规模/自修复/无监督为自述，未取得运行记录、价格/付费或可靠性验证，没有测试访问限制。",
      "notes": "YC称每天百万级Agent操作，官网只有候补/联系及愿景；规模/自修复/无监督为自述，未取得运行记录、价格/付费或可靠性验证，没有测试访问限制。 法律主体、已付/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立，独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "未取得实际已付合同价",
      "stage": "公开资料；原型/试点与持续商用需逐项核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR8-37105-YC",
        "UNCLEAR8-37105-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://tilion.com",
      "businessModel": "浏览器托管/任务或资源计量；实际单价、上游成本与人工处理待核",
      "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料",
      "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "自修复/百万Agent操作仅YC自述，官网候补，未取得运行材料或独立可靠性测试。",
        "evidenceIds": [
          "UNCLEAR8-37105-HOME",
          "UNCLEAR8-37105-YC"
        ]
      }
    },
    {
      "id": "YC37272",
      "name": "The Subvocal Company",
      "url": "https://www.ycombinator.com/companies/the-subvocal-company",
      "channel": "S01",
      "cat": "C09",
      "year": 2026,
      "team": 3,
      "location": null,
      "business": "用眼镜RF传感及解码模型把无声发音动作转为文字输入。",
      "buyer": "需要隐蔽语音输入的个人计算机用户",
      "delivery": "10月30发布仍是半便携原型/小数据集，官网最终外形为目标；199美元符号预约不是完整最终价或收入。200+WPM及短校准通用模型未独立核，官网无可读正文/预约页不可访问，不按示意图认定已量产。",
      "notes": "10月30发布仍是半便携原型/小数据集，官网最终外形为目标；199美元符号预约不是完整最终价或收入。200+WPM及短校准通用模型未独立核，官网无可读正文/预约页不可访问，不按示意图认定已量产。 法律主体、已付/履约和独立效果仍待核。",
      "cohort": "YC自述2026年成立，独立注册待核",
      "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给",
      "price": "2026-10-30发布原文$199预约，最终货价另享$200早鸟折扣；不是全价，预约页未读、退款/发货待核",
      "stage": "公开资料；原型/试点与持续商用需逐项核",
      "sourceType": "YC当前资料、历史发布及可读官方页面",
      "evidenceIds": [
        "UNCLEAR8-37272-YC",
        "UNCLEAR8-37272-LAUNCH1",
        "UNCLEAR8-37272-HOME"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://subvocal.company",
      "businessModel": "个人可穿戴硬件与未来软件；预约款、最终货款和数据采集成本待拆",
      "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料",
      "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。",
      "pricingEvidence": "UNCLEAR8-37272-LAUNCH1",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "RF信号到文本模型是小数据集半便携原型自述，200WPM/普适校准及成品外形未独立验证。",
        "evidenceIds": [
          "UNCLEAR8-37272-HOME",
          "UNCLEAR8-37272-YC",
          "UNCLEAR8-37272-LAUNCH1"
        ]
      }
    },
    {
      "id": "YC31278",
      "name": "Zymbly",
      "url": "https://www.ycombinator.com/companies/zymbly",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 0,
      "location": "英国；全球主体待核",
      "business": "航空零件采购Agent，检索替代零件、比较供应商并准备需审批的订单，兼有维修助手。",
      "buyer": "航空公司、MRO和维修/采购团队",
      "delivery": "Zymbly英国16187087于2025-01-15成立，前名Newton Education至2025-07-08，董事名与YC创始人相符；按登记2025入表，全球主体/旧教育业务边界待核。当前AI航空零件采购与旧维修助手分开，示例零件报价/节省不是平台收入。",
      "notes": "Zymbly英国16187087于2025-01-15成立，前名Newton Education至2025-07-08，董事名与YC创始人相符；按登记2025入表，全球主体/旧教育业务边界待核。当前AI航空零件采购与旧维修助手分开，示例零件报价/节省不是平台收入。",
      "cohort": "英国官方登记2025-01-15；全球主体沿革待核",
      "teamBasis": "YC Team Size 0，缺失/占位可能，不表示无员工",
      "price": "未取得实际合同或收费金额",
      "stage": "公开产品/客户主张；实际收费与部署待核",
      "sourceType": "YC、公司官网与英国官方登记",
      "evidenceIds": [
        "MISSINGYEAR3-31278-YC",
        "MISSINGYEAR3-31278-HOME",
        "MISSINGYEAR3-31278-LAUNCH1",
        "MISSINGYEAR3-31278-REGISTER",
        "MISSINGYEAR3-31278-OFFICERS"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.zymbly.com/",
      "businessModel": "航空专业软件/采购流程与实施，订阅或服务净收费待核；客户零件货款另算",
      "entityBasis": "英国16187087及董事名与YC对应，原Newton Education与全球法人仍待补",
      "classificationBasis": "人工复核：当前航空采购/维修工作流归行业应用，不将客户零件交易算软件收入",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "AI采购/维修工作流为厂商描述；未测试、核验适航或独立准确率。",
        "evidenceIds": [
          "MISSINGYEAR3-31278-HOME",
          "MISSINGYEAR3-31278-YC"
        ]
      }
    },
    {
      "id": "YC36513",
      "name": "Graphide",
      "url": "https://www.ycombinator.com/companies/graphide",
      "channel": "S01",
      "cat": "C04",
      "year": 2026,
      "team": 2,
      "location": "San Francisco（YC）",
      "business": "托管CI运行设施、Agent代码评审及图形数据流验证。",
      "buyer": "使用编码Agent的软件开发与平台工程团队",
      "delivery": "Graphide本轮YC官方字段已补Founded2026、Team2，原缺年/图形IDE快照保留，通过后续记录关联。现交付CI运行设施与Agent PR验证/可视化；10—20倍与示例9分到37秒、外部仓库时间投影均非独立横测，合同/实际净费仍未知。",
      "notes": "Graphide本轮YC官方字段已补Founded2026、Team2，原缺年/图形IDE快照保留，通过后续记录关联。现交付CI运行设施与Agent PR验证/可视化；10—20倍与示例9分到37秒、外部仓库时间投影均非独立横测，合同/实际净费仍未知。",
      "cohort": "本轮YC官方Founded字段2026；精确注册仍待核",
      "teamBasis": "YC最新Team Size=2，与旧快照0分开，非独立员工审计",
      "price": "CI与评审需联系报价；现前150次评审免费，不用历史Editor套餐替现合同",
      "stage": "厂商称客户CI已运行；实际收费规模和性能未独立验证",
      "sourceType": "YC官方公开字段、公司官网和条款",
      "evidenceIds": [
        "MISSINGYEAR7-36513-YC",
        "MISSINGYEAR7-36513-HOME",
        "MISSINGYEAR7-36513-TERMS"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://graphide.com/",
      "businessModel": "CI算力/运维托管与代码评审软件；自有runner资源、模型调用及人工支持成本需拆",
      "entityBasis": "条款自报Graphide, Inc.；YC字段2026，独立注册/旧项目沿革未核",
      "classificationBasis": "人工复核：现主营CI/代码验证归软件开发，保留旧图形IDE而非归通用Agent设施",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "厂商CI/评审性能描述；模拟仓库演示与外部仓库时间倍数投影不是本轮独立测试。",
        "evidenceIds": [
          "MISSINGYEAR7-36513-YC",
          "MISSINGYEAR7-36513-HOME"
        ]
      }
    },
    {
      "id": "TC-CLAVE",
      "name": "Clave",
      "url": "https://tryclave.ai/",
      "channel": "S02",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "Coral Gables / Miami, Florida（公司自述）",
      "business": "餐饮连锁运营Agent，整合门店系统、报告并经批准执行操作。",
      "buyer": "快餐加盟商、多门店经营者和品牌总部",
      "delivery": "官网演示、接入与邀请制平台说明；多品牌使用为公司自述，未独立核验付费、部署或权限执行。",
      "notes": "公司公开主页自报2025；条款运营人为Arialy Inc.，精确注册及旧项目Stuvi沿革未核。CHURROMANIA为创始人旧家族业务，其门店数和营业额不归Clave；品牌标志和融资不作收入。",
      "cohort": "2025（公司公开主页自述；精确注册待核）",
      "teamBasis": "公司公开主页仅给2—10范围，不取中点作实际人数",
      "price": "原文$0.35首30天，此后$199/店/月；10店以上定制，$币种未明确；多数合同称六个月",
      "stage": "现有产品及商用使用为厂商自述；付费规模与合同底表未知",
      "sourceType": "媒体发现、公司公开主页、官网价格与条款",
      "evidenceIds": [
        "TCAG25-INDEX",
        "TCAG25-CLAVE-HOME",
        "TCAG25-CLAVE-YEAR",
        "TCAG25-CLAVE-PRICING",
        "TCAG25-CLAVE-TERMS"
      ],
      "pricingEvidence": "TCAG25-CLAVE-PRICING",
      "revenueStatus": "unknown",
      "extraUrl": "https://www.linkedin.com/company/clave-ai",
      "businessModel": "按门店软件订阅，规模客户叠加人工接入/部署支持；门店覆盖、折扣、模型调用与持续支持成本需拆",
      "entityBasis": "条款自报Arialy Inc. dba Clave；独立登记/旧项目主体连续性未知",
      "classificationBasis": "人工复核：餐饮连锁运营专用应用归C07，非通用聊天或机器人餐厅。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "厂商演示与接入/批准后执行描述；未独立测试生产正确性、权限边界或可靠性。",
        "evidenceIds": [
          "TCAG25-CLAVE-HOME",
          "TCAG25-CLAVE-TERMS"
        ]
      }
    },
    {
      "id": "TC-RAPIDLY",
      "name": "Rapidly Labs",
      "url": "https://www.rapidly.io/",
      "channel": "S02",
      "cat": "C08",
      "year": 2026,
      "team": null,
      "location": "Oslo, Norway（同组织号登记与官网）",
      "business": "端侧实时音频分离/增强模型及跨平台嵌入SDK，面向硬件与音频软件集成。",
      "buyer": "设备厂商、音频应用与语音/通信开发团队",
      "delivery": "官网演示入口、公开SDK分发结构和可读头文件；未安装/执行或测听，不核精度、延迟与授权可用性。",
      "notes": "挪威官方检索正文：2026-02-11成立、02-25登记、原名JNHS313AS，08-26改现名；官网条款组织号937250274及域名匹配。直达/官方API本轮失败，不能称实时注册复核。HANCE旧公司称关闭后团队收购IP再启，资产/客户与收入迁移未核，不能把旧经历全部归新主体。",
      "cohort": "2026法人登记；品牌/经营起点与旧IP承接另列",
      "teamBasis": "官网5名团队成员非独立雇员审计；官方检索正文无登记员工不表示零人，人数未知",
      "price": "商业离线许可需联系；可带水印评估及申请试用，金额未知；未来订阅与许可已列在线机制有差异",
      "stage": "公开SDK/接口与厂商演示；付费客户及已实现收入未知",
      "sourceType": "官网、原公司公开沿革、官方登记检索正文、公开SDK与商业许可",
      "evidenceIds": [
        "TCSPACE25-RAPIDLY-HOME",
        "TCSPACE25-RAPIDLY-TERMS",
        "TCSPACE25-RAPIDLY-REG",
        "TCSPACE25-RAPIDLY-PRICING",
        "TCSPACE25-RAPIDLY-REPO",
        "TCSPACE25-RAPIDLY-LICENSE",
        "TCSPACE25-RAPIDLY-HEADER",
        "TCSPACE25-RAPIDLY-TEAM",
        "TCSPACE25-HANCE-YEAR"
      ],
      "pricingEvidence": "TCSPACE25-RAPIDLY-PRICING",
      "revenueStatus": "unknown",
      "extraUrl": "https://github.com/rapidly-labs/rapidly-sdk",
      "businessModel": "端侧专有SDK商业授权；离线永久/期限许可与未来按使用订阅分开，设备销量、授权净费及集成支持成本待核",
      "entityBasis": "Rapidly Labs AS，937250274；2026年同法人改名，不与2021 HANCE或其旧收入混并",
      "classificationBasis": "人工复核：端侧音频处理交付归内容/创意C08；专用音频模型及SDK不当通用基础模型。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "官方公开SDK分发目录、C接口头文件和商业许可可读；确认材料可访问，不代表开源、公开可训练权重或独立性能实测。",
        "evidenceIds": [
          "TCSPACE25-RAPIDLY-REPO",
          "TCSPACE25-RAPIDLY-HEADER",
          "TCSPACE25-RAPIDLY-LICENSE"
        ]
      }
    },
    {
      "id": "TC-COSMICBRAIN",
      "name": "CosmicBrain AI",
      "url": "https://www.cosmicbrain.ai/",
      "channel": "S02",
      "cat": "C10",
      "year": 2025,
      "team": null,
      "location": "San Francisco, California（公司自述）",
      "business": "受监督人形机器人现场试点/部署与机器人数据处理，现聚焦数据中心巡检及部件交接。",
      "buyer": "数据中心运营方、机器人厂商及模型/数据团队",
      "delivery": "官网给出试点任务、限定条件与验收口径；明确拟定指标非已公开部署实测。研究索引存在，但本轮未逐篇核结果或重现实验。",
      "notes": "同域公司公开主页自报2025成立，独立注册/精确法人仍未知；旧机器人数据/模型市场定位与现受监督部署分开。自填PublicCompany非上市证明，媒体报道、第三方模型/数据例图不当自有产品实测或付费规模。",
      "cohort": "2025（公司主页自述；精确注册待核）",
      "teamBasis": "公司主页2—10范围，关联员工数及岗位名不当独立人数审计，team未知",
      "price": "试点/部署需联系；未公开金额、计费单位或合同周期",
      "stage": "现场试点协议/范围与材料可读；实际付费/部署结果未核",
      "sourceType": "媒体发现、公司公开主页、当前官网/试点与研究入口",
      "evidenceIds": [
        "TCMI25-IND-INDEX",
        "TCMI25-COSMIC-HOME",
        "TCMI25-COSMIC-YEAR",
        "TCMI25-COSMIC-EVALS",
        "TCMI25-COSMIC-SALES",
        "TCMI25-COSMIC-DOCS"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.linkedin.com/company/cosmicbrain",
      "businessModel": "机器人试点/部署与数据/模型软件范围；计费单位及硬件、站点适配、监督/复位人工、软件净费待拆，未确认订阅",
      "entityBasis": "经营品牌CosmicBrainAI，官网及公司主页同域；精确法律主体、注册与合同底表未知",
      "classificationBasis": "人工复核：现主交付为现场受监督机器人任务归C10；保留早期数据/模型定位，不直接归通用基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "厂商试点协议/研究入口；公开页明确示例、拟定指标与第三方材料的范围，未公布可核现场成功率，本轮未独立测试。",
        "evidenceIds": [
          "TCMI25-COSMIC-HOME",
          "TCMI25-COSMIC-EVALS",
          "TCMI25-COSMIC-SALES",
          "TCMI25-COSMIC-DOCS"
        ]
      }
    },
    {
      "id": "TC-APEX-REPLICANT",
      "name": "Apex Replicant",
      "url": "https://apexreplicant.com/",
      "channel": "S02",
      "cat": "C05",
      "year": 2025,
      "team": null,
      "location": "Las Vegas, Nevada（公司自述）",
      "business": "专家知识传承、内部问答及判断辅助",
      "buyer": "制造企业、专业服务与内部培训/业务连续性团队",
      "delivery": "结构化访谈与资料导入后提供语音/文字数字学徒；未知问题转专家，持续维护知识。",
      "notes": "公司自报2025；零幻觉属于厂商架构宣称，官网合成工程师不当客户实绩。",
      "cohort": "2025（公司/加速器公开字段；精确注册待核）",
      "teamBasis": "公司主页2—10范围，不取中点；精确团队未知",
      "price": "30天Proof原$1247一次性；Sentinel原$1497/月起，另有按时超量。",
      "stage": "公开产品与方案可读；付费、合同与交付结果未独立核实",
      "sourceType": "竞赛名单发现、公司及加速器原始材料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26ENT1-APEX-HOME",
        "TC26ENT1-APEX-YEAR",
        "TC26ENT1-APEX-PRICING"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.linkedin.com/company/expert-scale-ai",
      "businessModel": "一次性验证、按月小时池软件/知识维护与专家市场分成；人工访谈、知识更新及专家报酬须拆。",
      "entityBasis": "Apex经营品牌与公司主页同域对应；expert-scale-ai路径及精确法人、登记沿革待核。",
      "classificationBasis": "人工复核：专家知识传承、内部问答及判断辅助 按当前交付归类，未由参赛类别直接推定。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "当前产品与交付流程为厂商描述；本轮没有独立产品横测、执行外部软件或核验实际成功率。",
        "evidenceIds": [
          "TC26ENT1-APEX-HOME",
          "TC26ENT1-APEX-YEAR",
          "TC26ENT1-APEX-PRICING"
        ]
      }
    },
    {
      "id": "TC-ARISO",
      "name": "Ariso",
      "url": "https://ariso.ai/",
      "channel": "S02",
      "cat": "C05",
      "year": 2025,
      "team": null,
      "location": "Austin, Texas（公司自述）",
      "business": "连接现有工作工具的项目与管理助手",
      "buyer": "个人管理者、团队与企业运营负责人",
      "delivery": "通过Slack及Google工作资料生成跟进、项目状态与优先级；团队版加入管理视图。",
      "notes": "公司主页自报2025；本轮未读取开源代码、SOC2报告或测任务效果，技术等级保留描述。",
      "cohort": "2025（公司/加速器公开字段；精确注册待核）",
      "teamBasis": "公司主页11—50范围，不取中点；关联员工数不当精确团队",
      "price": "个人免费起步后原$1/日；团队定制，无已实现收入披露。",
      "stage": "公开产品与方案可读；付费、合同与交付结果未独立核实",
      "sourceType": "竞赛名单发现、公司及加速器原始材料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26ENT1-ARISO-HOME",
        "TC26ENT1-ARISO-YEAR"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.linkedin.com/company/ariso-ai",
      "businessModel": "个人按日报价与企业定制；授权接入、持续同步、推理和团队实施成本待拆。",
      "entityBasis": "公司主页网址同域；精确注册主体、成立日期与合同/产品组合边界未知。",
      "classificationBasis": "人工复核：连接现有工作工具的项目与管理助手 按当前交付归类，未由参赛类别直接推定。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "当前产品与交付流程为厂商描述；本轮没有独立产品横测、执行外部软件或核验实际成功率。",
        "evidenceIds": [
          "TC26ENT1-ARISO-HOME",
          "TC26ENT1-ARISO-YEAR"
        ]
      }
    },
    {
      "id": "TC-BOUNTY",
      "name": "Bounty",
      "url": "https://trybounty.ai/",
      "channel": "S02",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "New York City（加速器档案）",
      "business": "面向小企业的Agent任务成果交易市场",
      "buyer": "创业者与小企业买方、第三方Agent运营者",
      "delivery": "买方定义成果/验收，Agent运营者竞标，预收任务款在核验及买方审阅后释放。",
      "notes": "加速器2026成立、2人；第三方Agent和参与者不算公司员工。GMV、客户承诺与旧创业收入均不作自身ARR。",
      "cohort": "2026（公司/加速器公开字段；精确注册待核）",
      "teamBasis": "Speedrun公开档案2026-10-31读取为2Employees；非独立人事审计",
      "price": "按任务付费；净抽成和企业经常任务合同价格未知。",
      "stage": "公开产品与方案可读；付费、合同与交付结果未独立核实",
      "sourceType": "竞赛名单发现、公司及加速器原始材料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26ENT1-BOUNTY-HOME",
        "TC26ENT1-BOUNTY-ACCELERATOR",
        "SR007F10-P-TC-BOUNTY"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://speedrun.a16z.com/companies/bounty",
      "businessModel": "成果交易/验收与第三方供给；任务本金、运营者支付、退款和平台净服务费须拆，实际经常净收入未知。",
      "entityBasis": "a16z档案同域且列AashnaDoshi/ShivamPatel；精确法律主体、登记及资金托管底表未知。",
      "classificationBasis": "人工复核：面向小企业的Agent任务成果交易市场 按当前交付归类，未由参赛类别直接推定。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "当前产品与交付流程为厂商描述；本轮没有独立产品横测、执行外部软件或核验实际成功率。",
        "evidenceIds": [
          "TC26ENT1-BOUNTY-HOME",
          "TC26ENT1-BOUNTY-ACCELERATOR"
        ]
      }
    },
    {
      "id": "TC-COLLAR",
      "name": "Collar",
      "url": "https://usecollarai.com",
      "channel": "S02",
      "cat": "C07",
      "year": 2026,
      "team": 4,
      "location": "San Francisco（YC档案）",
      "business": "上市公司投资者关系与财务沟通助手",
      "buyer": "IR团队、CFO与CEO",
      "delivery": "结合公司公开文件/会议信息维护投资者CRM，并辅助Q&A和沟通材料准备。",
      "notes": "YC2026字段明确；伙伴市值与界面演示财务不属公司收入，推测股价影响未独立验证。",
      "cohort": "2026（公司/加速器公开字段；精确注册待核）",
      "teamBasis": "YC公开档案读取为TeamSize4；非独立人事审计",
      "price": "联系演示；价格、单位与合同周期未公开。",
      "stage": "公开产品与方案可读；付费、合同与交付结果未独立核实",
      "sourceType": "竞赛名单发现、公司及加速器原始材料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26ENT1-COLLAR-HOME",
        "TC26ENT1-COLLAR-YEAR",
        "TC26ENT1-COLLAR-ABOUT"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.ycombinator.com/companies/collar/jobs",
      "businessModel": "投资者关系软件/数据集成；席位、企业合同、外部数据许可与实施人工收费边界未知。",
      "entityBasis": "YC官方website与当前站对应；精确法律主体、合同和原始注册未知。",
      "classificationBasis": "人工复核：上市公司投资者关系与财务沟通助手 按当前交付归类，未由参赛类别直接推定。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "当前产品与交付流程为厂商描述；本轮没有独立产品横测、执行外部软件或核验实际成功率。",
        "evidenceIds": [
          "TC26ENT1-COLLAR-HOME",
          "TC26ENT1-COLLAR-YEAR",
          "TC26ENT1-COLLAR-ABOUT"
        ]
      }
    },
    {
      "id": "TC-EASYMATE",
      "name": "EasyMate AI",
      "url": "https://easymate.ai/",
      "channel": "S02",
      "cat": "C06",
      "year": 2025,
      "team": null,
      "location": null,
      "business": "将组织内容转成社区问答、个性化指引与成员需求反馈，辅助客户/社群留存。",
      "buyer": "创作者、教育者、会员组织及宗教/非营利社群运营团队",
      "delivery": "导入视频、网页、文档供问答并回链来源；组织定义回答范围、审阅修正和人工接手。",
      "notes": "公司自报2025；当前官网候补/免费导入、公开案例和旧平台发布预告分别保留，聊天数/参与率/客户经营成果不作自身收入。",
      "cohort": "2025（公司公开主页自报；精确注册待核）",
      "teamBasis": "公司公开页11—50范围，不以关联账户或官网人员名单反推精确人数",
      "price": "当前官网未公开金额；条款有预付订阅、超额用量和续订，首500视频免费导入为候补优惠",
      "pricingEvidence": "TC26ENT2-EASYMATE-TERMS",
      "stage": "当前候补招募、可读案例及订阅条款；实际付费与交付效果未独立核验",
      "sourceType": "竞赛发现、公司官网/条款/公开主页",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26ENT2-EASYMATE-HOME",
        "TC26ENT2-EASYMATE-YEAR",
        "TC26ENT2-EASYMATE-TERMS",
        "TC26ENT2-EASYMATE-ABOUT"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.linkedin.com/company/easymateai",
      "businessModel": "组织订阅与用量超额；实施、知识更新、推理成本和实际合同待核。AppOwners向其客户收取的商品/服务/内容订阅与平台净费分开。",
      "entityBasis": "条款自述EASYMATEINC（Delaware）经营easymate.ai/easymate.io/easymateai.com；注册号、精确日期及集团沿革未知。",
      "classificationBasis": "人工复核：核心是以知识回答/指引促进社群成员与客户留存，归C06，不因使用视频资料而归内容生成。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "厂商问答、来源引用和人工控制说明可读；未执行产品、独立复测回答质量或核验案例效果。",
        "evidenceIds": [
          "TC26ENT2-EASYMATE-HOME",
          "TC26ENT2-EASYMATE-ABOUT"
        ]
      }
    },
    {
      "id": "TC-HARDSHELL",
      "name": "Hardshell",
      "url": "https://hardshell.ai/",
      "channel": "S02",
      "cat": "C03",
      "year": 2025,
      "team": null,
      "location": "Charlottesville, Virginia（公司自述）",
      "business": "在企业数据与AI工作流之间执行授权、敏感标识处理和检索记录。",
      "buyer": "有私有/敏感数据的企业安全及AI平台团队",
      "delivery": "公司描述云/私有/离线部署及查询时权限检查，提供泄露风险测试与记录。",
      "notes": "公司自报2025；SEC融资材料与团队/所在地对应，融资不算收入，实际交付和效果未独立核验。",
      "cohort": "2025（公司公开页自报；精确注册待核）",
      "teamBasis": "原始公司页2—10范围，不取中点，精确团队未知",
      "price": "联系演示；金额、计费单位与合同周期未公开。",
      "stage": "公开材料可读；实际合同、付费和独立交付效果未核",
      "sourceType": "竞赛名单发现、公司原始材料及逐项补证",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26CYBER-HARDSHELL-HOME",
        "TC26CYBER-HARDSHELL-YEAR",
        "TC26CYBER-HARDSHELL-SEC"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.linkedin.com/company/hardshell-ai",
      "businessModel": "企业数据/AI安全软件及私有部署，实施、策略配置、模型/云成本和人工服务净费待核。",
      "entityBasis": "公司自报2025；HardshellInc融资申报同地/团队对应，精确注册日期与集团沿革未知。",
      "classificationBasis": "人工复核：在企业数据与AI工作流之间执行授权、敏感标识处理和检索记录。 按实际任务暂分，不按竞赛标签直接分类。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "厂商技术与产品描述可读；本轮未运行产品、接入客户系统或独立复测效果，未将营销宣称升级独立测试。",
        "evidenceIds": [
          "TC26CYBER-HARDSHELL-HOME",
          "TC26CYBER-HARDSHELL-YEAR",
          "TC26CYBER-HARDSHELL-SEC"
        ]
      }
    },
    {
      "id": "TC-HODOR",
      "name": "HODOR",
      "url": "https://www.hodor.ai/",
      "channel": "S02",
      "cat": "C03",
      "year": 2025,
      "team": null,
      "location": "Neuilly-sur-Seine, France（官方登记/条款）",
      "business": "在AI Agent与企业应用之间管理身份、权限、载荷策略和审计。",
      "buyer": "使用Agent/MCP的工程、平台和企业安全团队",
      "delivery": "托管MCP网关按用户授权并记录调用；企业档支持自托管/BYOK，若干设备与CLI功能仍待上线。",
      "notes": "官方API与条款编号对应2025-07-02成立；未独立运行或核付费，不把未来功能当现有能力。",
      "cohort": "2025（官方企业API2025-07-02与条款编号对应）",
      "teamBasis": "本轮未取得原始精确团队；公司LinkedIn反链429，不用聚合站零雇员填零",
      "price": "公开Team€12/用户/月，Business€10，企业年度定制；以订单为准。",
      "stage": "公开材料可读；实际合同、付费和独立交付效果未核",
      "sourceType": "竞赛名单发现、公司原始材料及逐项补证",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26CYBER-HODOR-HOME",
        "TC26CYBER-HODOR-TERMS",
        "TC26CYBER-HODOR-PRICE",
        "TC26CYBER-HODOR-REGISTER"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://recherche-entreprises.api.gouv.fr/search?q=988928891",
      "businessModel": "按用户软件订阅，调用/Agent身份不据此额外计价；企业自托管、策略实施、支持与基础设施成本待拆。",
      "entityBasis": "HODOR为COLIBRISAS品牌，条款SIREN988928891与法国官方API同名同址，datecreation2025-07-02。",
      "classificationBasis": "人工复核：在AI Agent与企业应用之间管理身份、权限、载荷策略和审计。 按实际任务暂分，不按竞赛标签直接分类。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "厂商技术与产品描述可读；本轮未运行产品、接入客户系统或独立复测效果，未将营销宣称升级独立测试。",
        "evidenceIds": [
          "TC26CYBER-HODOR-HOME",
          "TC26CYBER-HODOR-TERMS",
          "TC26CYBER-HODOR-PRICE",
          "TC26CYBER-HODOR-REGISTER"
        ]
      }
    },
    {
      "id": "TC-PSYBERCOG",
      "name": "PsyberCog Labs",
      "url": "https://www.psybercog.com/",
      "channel": "S02",
      "cat": "C05",
      "year": 2025,
      "team": null,
      "location": "Katy, Texas（公司自述）",
      "business": "结合行为研究、风险评估和AI决策辅助改进企业安全决策。",
      "buyer": "企业安全、风险及治理负责人",
      "delivery": "公司公开页描述PATHMap决策引擎、PATHScan行为评估与治理/学习干预；当前官网简页和案例入口可读。",
      "notes": "2025为公司自报；AI辅助、专业咨询和伙伴干预分开，效果/匿名案例未独立核验。",
      "cohort": "2025（公司公开页自报；精确注册待核）",
      "teamBasis": "公司主页2—10范围，不取中点，精确团队未知",
      "price": "未公开可核金额、收费单位或周期；投资案例计算器不等收费表。",
      "stage": "公开材料可读；实际合同、付费和独立交付效果未核",
      "sourceType": "竞赛名单发现、公司原始材料及逐项补证",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26CYBER-PSYBERCOG-HOME",
        "TC26CYBER-PSYBERCOG-YEAR"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.linkedin.com/company/psybercoglabs",
      "businessModel": "安全决策平台、评估/咨询和干预服务混合；人力与学习伙伴费用、一次性项目与续订软件须拆。",
      "entityBasis": "同域PsyberCogLabs品牌和DustinSachs团队可对应；精确Inc注册日期、合同主体与沿革未知。",
      "classificationBasis": "人工复核：结合行为研究、风险评估和AI决策辅助改进企业安全决策。 按实际任务暂分，不按竞赛标签直接分类。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "厂商技术与产品描述可读；本轮未运行产品、接入客户系统或独立复测效果，未将营销宣称升级独立测试。",
        "evidenceIds": [
          "TC26CYBER-PSYBERCOG-HOME",
          "TC26CYBER-PSYBERCOG-YEAR"
        ]
      }
    },
    {
      "id": "TC-TROTTA",
      "name": "Trotta",
      "url": "https://www.trotta.io/",
      "channel": "S02",
      "cat": "C05",
      "year": 2025,
      "team": null,
      "location": null,
      "business": "以AI模拟/防护社会工程攻击为目标的企业安全方案。",
      "buyer": "企业安全与员工风险负责人",
      "delivery": "公司原始主页缓存描述AI攻击模拟；当前官网为认知安全文章和预约入口，具体产品部署/执行范围未公开核实。",
      "notes": "公司自报2025仅原始搜索缓存可读，精确法人/日期待核；当前文章中的事故损失未逐条验证，不归收入。",
      "cohort": "2025（公司公开页自报；精确注册待核）",
      "teamBasis": "公司原始搜索缓存2—10范围；直达不可读，不取关联人数作团队",
      "price": "当前官网无可核价格、收费单位或合同周期。",
      "stage": "公开材料可读；实际合同、付费和独立交付效果未核",
      "sourceType": "竞赛名单发现、公司原始材料及逐项补证",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26CYBER-TROTTA-HOME",
        "TC26CYBER-TROTTA-YEAR"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.linkedin.com/company/trotta",
      "businessModel": "企业社会工程风险软件/评估或服务，交付范围、人工演练/服务占比、用量/订阅与实际净收入均待核。",
      "entityBasis": "同域Trotta公司页与FelaAkinse署名对应；精确法律主体、地区和公司化起点未核。",
      "classificationBasis": "人工复核：以AI模拟/防护社会工程攻击为目标的企业安全方案。 按实际任务暂分，不按竞赛标签直接分类。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "厂商技术与产品描述可读；本轮未运行产品、接入客户系统或独立复测效果，未将营销宣称升级独立测试。",
        "evidenceIds": [
          "TC26CYBER-TROTTA-HOME",
          "TC26CYBER-TROTTA-YEAR"
        ]
      }
    },
    {
      "id": "TC-ALLIN-AI",
      "name": "Allin AI",
      "url": "https://theallin.ai/",
      "channel": "S02",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "New York City（公司自述）",
      "business": "用公司资本资料与投资者信号辅助融资沟通、匹配及投资者关系。",
      "buyer": "美国上市/PreIPO公司CFO、IR及资本筹集团队",
      "delivery": "公司描述CapitalBrain持续构建公司/市场资料和互动记录，并管理投资者匹配与融资跟进；当前官网有earlyaccess。",
      "notes": "公司自报2025；公开市场规模和演示上市公司财务不归Allin，是否含资本中介佣金与软件净费未核。",
      "cohort": "2025（公司原始主页自报；精确注册待核）",
      "teamBasis": "原始公司页2—10范围，不取中点；精确人数未知",
      "price": "官网称SaaSpricing/from$0；没有可核付费档金额、计费单位或合同周期。",
      "stage": "公开产品/方案可读；实际合同、付费和交付效果未独立核验",
      "sourceType": "竞赛名单发现、公司原始官网/公开主页及合同材料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26FIN-ALLIN-HOME",
        "TC26FIN-ALLIN-YEAR"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.linkedin.com/company/allinai",
      "businessModel": "软件/数据与资本关系工作流，可能涉及交易服务但具体收费未知；发行融资本金、顾问费用、软件经常净费和人工执行须拆。",
      "entityBasis": "公司原始主页同域AllinAI及纽约位置对应；精确法律主体、登记及合同/集团边界未知。",
      "classificationBasis": "人工复核：用公司资本资料与投资者信号辅助融资沟通、匹配及投资者关系。 按金融/税务专业任务归C07，不依发现名单强定AI能力。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "技术作用为厂商描述，本轮未执行产品、接入财务账户或独立验证预测/准确率及生产交付。",
        "evidenceIds": [
          "TC26FIN-ALLIN-HOME",
          "TC26FIN-ALLIN-YEAR"
        ]
      }
    },
    {
      "id": "TC-FINAIVE",
      "name": "Finaive",
      "url": "https://finaive.com/",
      "channel": "S02",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "Abuja, Nigeria（公司自述）",
      "business": "面向数字交易市场的AI辅助商户验证、反欺诈及付款保护。",
      "buyer": "商品/专业服务买卖双方与市场商户",
      "delivery": "原始公司页描述AI市场、验证商户和smartescrow；当前原域只有标题外壳，具体产品执行未核。",
      "notes": "公司自报2025；AI作用和托管为厂商描述，未确认受托主体/实际流程或独立风控效果。",
      "cohort": "2025（公司原始主页自报；精确注册待核）",
      "teamBasis": "原始公司页2—10范围，不以关联4账户填精确团队",
      "price": "当前无可读净服务费/抽成、订阅金额或周期。",
      "stage": "公开产品/方案可读；实际合同、付费和交付效果未独立核验",
      "sourceType": "竞赛名单发现、公司原始官网/公开主页及合同材料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26FIN-FINAIVE-HOME",
        "TC26FIN-FINAIVE-YEAR"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://ng.linkedin.com/company/finaive",
      "businessModel": "市场交易、验证与付款保护；交易本金/托管余额/商户收入、退款和平台净服务费需拆，未知是否经常订阅。",
      "entityBasis": "同域Finaive公司原始页与HenryUwabor等团队可对应；精确法人、注册及资金服务合同主体未知。",
      "classificationBasis": "人工复核：面向数字交易市场的AI辅助商户验证、反欺诈及付款保护。 按金融/税务专业任务归C07，不依发现名单强定AI能力。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "技术作用为厂商描述，本轮未执行产品、接入财务账户或独立验证预测/准确率及生产交付。",
        "evidenceIds": [
          "TC26FIN-FINAIVE-HOME",
          "TC26FIN-FINAIVE-YEAR"
        ]
      }
    },
    {
      "id": "TC-TAXFIGURE",
      "name": "TaxFigure",
      "url": "https://taxfigure.com/",
      "channel": "S02",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "Scottsdale, Arizona（公司自述）",
      "business": "面向税务专业人员的AI税务研究、文档复核和规划建模工具。",
      "buyer": "CPA、税务代理、税务律师及企业税务团队",
      "delivery": "按客户实体组织文档/税务上下文，提供来源引用、OCR、复核和备忘录；仅为工具，实际专业判断由用户承担。",
      "notes": "公司自报2025、条款TaxFigureLLC；旧HighRock事务所业务和版权范围不能直接当本公司成立/收入。准确率与引用未独立测试。",
      "cohort": "2025（公司原始主页自报；精确注册待核）",
      "teamBasis": "公司原始页2—10范围，不取中点；关联人数不作精确团队",
      "price": "条款明确USD；年付等值8/席位/月含100credits，默认5席位计算器450/年；实际折扣/额度按订单核。",
      "stage": "公开产品/方案可读；实际合同、付费和交付效果未独立核验",
      "sourceType": "竞赛名单发现、公司原始官网/公开主页及合同材料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26FIN-TAXFIGURE-HOME",
        "TC26FIN-TAXFIGURE-YEAR",
        "TC26FIN-TAXFIGURE-PRICE",
        "TC26FIN-TAXFIGURE-TERMS"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.linkedin.com/company/taxfigure",
      "businessModel": "按席位订阅+预付credit、企业合同；年付现金、使用/过期额度、软件/实施和原事务所专业服务净收入分开。",
      "entityBasis": "当前条款列TaxFigureLLC，与原始公司同域；精确注册时间/州、原事务所与新公司沿革仍未知。",
      "classificationBasis": "人工复核：面向税务专业人员的AI税务研究、文档复核和规划建模工具。 按金融/税务专业任务归C07，不依发现名单强定AI能力。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "技术作用为厂商描述，本轮未执行产品、接入财务账户或独立验证预测/准确率及生产交付。",
        "evidenceIds": [
          "TC26FIN-TAXFIGURE-HOME",
          "TC26FIN-TAXFIGURE-YEAR",
          "TC26FIN-TAXFIGURE-PRICE",
          "TC26FIN-TAXFIGURE-TERMS"
        ]
      }
    },
    {
      "id": "TC-LEGALI-AI",
      "name": "Legali AI",
      "url": "https://legali.ai/",
      "channel": "S02",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "San Francisco, California（公司自述）",
      "business": "AI辅助法律资料整理、研究和文书起草。",
      "buyer": "个人用户、独立律师和小型法律团队",
      "delivery": "当前Lea与TeamLegali分别服务个人记录整理及律师研究/起草，同一公司多条产品线。",
      "notes": "公司自报2025；法律内容准确性、安全及付费未独立核实，独立律师服务需另签约。",
      "cohort": "2025（公司原始主页自报；精确注册待核）",
      "teamBasis": "公司页2—10范围；关联27账户不是精确人数",
      "price": "条款明确USD收费及订阅续订，当前未核具体金额或周期。",
      "stage": "公开产品/方案可读；实际合同、付费和交付效果未独立核验",
      "sourceType": "竞赛名单发现、公司原始官网/公开主页及合同材料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26GOV-LEGALI-HOME",
        "TC26GOV-LEGALI-YEAR",
        "TC26GOV-LEGALI-TERMS"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.linkedin.com/company/legali-ai",
      "businessModel": "法律AI工具/订阅与独立律师服务分开，律所客户案件费用、法律援助市场规模不作平台净ARR。",
      "entityBasis": "公司原始主页同域对应，精确法律实体、登记及与近名公司关系未知；不套用聚合站同名旧年份。",
      "classificationBasis": "人工复核：AI辅助法律资料整理、研究和文书起草。 按当前交付归类，参赛类别不代替AI或成立核验。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "厂商功能与技术说明；未执行产品、独立测试或核实生产合同。公开仓库可见不直接证明完整实现和效果。",
        "evidenceIds": [
          "TC26GOV-LEGALI-HOME",
          "TC26GOV-LEGALI-YEAR",
          "TC26GOV-LEGALI-TERMS"
        ]
      }
    },
    {
      "id": "TC-TZUN",
      "name": "Tzun",
      "url": "https://tzun.ai/",
      "channel": "S02",
      "cat": "C03",
      "year": 2025,
      "team": 1,
      "location": null,
      "business": "为AI与人工决策工作流保存可检查的证据记录。",
      "buyer": "AI治理、审计、风险团队及高影响决策系统开发者",
      "delivery": "SDK/自托管/云服务，记录建议、决策理由、身份及时点并设计完整性校验；公开README可读但完整实现/独立verifier本轮未读。",
      "notes": "公司自报2025、团队1人；官网明确导出签名验证尚有限制，README摘要完整性通过不等签名通过，更不证明业务决策正确。",
      "cohort": "2025（公司原始主页自报；精确注册待核）",
      "teamBasis": "原始公司页自报1employee，非独立雇员登记",
      "price": "未核公开金额；SDK试点要求书面协议，具体云服务/自托管和合同周期未知。",
      "stage": "公开产品/方案可读；实际合同、付费和交付效果未独立核验",
      "sourceType": "竞赛名单发现、公司原始官网/公开主页及合同材料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26GOV-TZUN-HOME",
        "TC26GOV-TZUN-YEAR",
        "TC26GOV-TZUN-SDK"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.linkedin.com/company/tzun",
      "businessModel": "决策证据基础设施的SDK/部署/云服务；软件授权、人工集成及潜在审计服务净费需拆，暂无实际ARR。",
      "entityBasis": "同域和创始人SandraSertel对应可读公司主页；精确法人、注册和专利权利归属未核。",
      "classificationBasis": "人工复核：为AI与人工决策工作流保存可检查的证据记录。 按当前交付归类，参赛类别不代替AI或成立核验。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "厂商功能与技术说明；未执行产品、独立测试或核实生产合同。公开仓库可见不直接证明完整实现和效果。",
        "evidenceIds": [
          "TC26GOV-TZUN-HOME",
          "TC26GOV-TZUN-YEAR",
          "TC26GOV-TZUN-SDK"
        ]
      }
    },
    {
      "id": "TC-YOUR360",
      "name": "Your360 AI",
      "url": "https://your360.ai/",
      "channel": "S02",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "San Francisco, California（公司自述）",
      "business": "AI语音访谈、360反馈整理与人才发展回顾。",
      "buyer": "个人专业人士、HR及组织人才发展团队",
      "delivery": "自我访谈、同事语音反馈与AI主题综合/回顾；团队可配置评估周期及管理功能。",
      "notes": "公司与FormD发行人均自报2025；当前按每次360周期收费。第三方年收入估算未核实际合同或经常性，收入未知。",
      "cohort": "2025（原始公司主页及发行人FormD自报；非独立注册审计）",
      "teamBasis": "原始公司页2—10范围；关联账户含顾问，不取中点。",
      "price": "原$：Team3995含最多8接受评估者，额外299/人，个人549；按次360周期购买，币种/实际折扣和订单未核。",
      "stage": "公开产品/价格/条款可读；付费、独立效果及合同未核",
      "sourceType": "竞赛发现、原始公司/价格/条款、SEC发行人申报及第三方估算核查",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26HR-YOUR360-HOME",
        "TC26HR-YOUR360-YEAR",
        "TC26HR-YOUR360-TERMS",
        "TC26HR-YOUR360-PRICE",
        "TC26HR-YOUR360-SEC",
        "TC26HR-YOUR360-LATKA"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.linkedin.com/company/your360ai",
      "businessModel": "按次360评估周期收费、团队及企业定制，可能含人类专业支持；12个月功能访问非订阅周期，续购与经常订阅须分开，暂无可核软件ARR。",
      "entityBasis": "官网条款Your360AIInc.、FormD同名及JaredGoralnick对应2025Delaware发行人；申报自述不等独立登记或财务审计。",
      "classificationBasis": "人工复核：语音反馈/人才发展专业工作流归C07，按次专业任务与订阅分开。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "技术与效果为厂商描述，未执行访谈或独立测试；顾问履历、安全标识及客户评价不升级技术等级。",
        "evidenceIds": [
          "TC26HR-YOUR360-HOME",
          "TC26HR-YOUR360-PRICE",
          "TC26HR-YOUR360-TERMS"
        ]
      }
    },
    {
      "id": "TC-ATREUS",
      "name": "Atreus",
      "url": "https://atreusx.io/",
      "channel": "S02",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "Dallas, Texas（创始人自述）",
      "business": "AI辅助航司飞机、机组和旅客运行中断恢复。",
      "buyer": "航空公司运行控制中心和运行管理团队",
      "delivery": "AURA多Agent协同预测与恢复建议，API接入、云/本地部署；公开状态为liveMVP且开放试点。",
      "notes": "创始人原始缓存自报2025，当前直达Founded缺失；营收宽区间不年化，试点付费与合同定义待核。",
      "cohort": "2025（创始人原始资料缓存及沿革自述；精确注册待核）",
      "teamBasis": "原始页JustMe/CoFounders和solo技术开发描述，非精确全职团队数。",
      "price": "本轮未核公开金额、计费单位或实际合同周期。",
      "stage": "公开产品/试点与部署说明可读，实际合同、收入及独立效果未核",
      "sourceType": "竞赛名单发现、公司官网及创始人/投资机构原始公开资料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26LOG-ATREUS-HOME",
        "TC26LOG-ATREUS-FOUNDER",
        "TC26LOG-ATREUS-POST"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.startups.com/members/0bdd40c8-bfaa-4940-a9c8-72ff3656e8b7",
      "businessModel": "B2B航空运行软件与部署/集成，订阅、许可、定制实施和人工运行支持净费需拆；没有实际软件ARR。",
      "entityBasis": "同域及创始人KolawoleOgunsina对应；精确法律实体和注册待核，博士研究年不替公司年。",
      "classificationBasis": "人工复核：AI辅助航司飞机、机组和旅客运行中断恢复。 按实际交付分类，不直接继承物流发现标签。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "技术与交付为厂商/投资者描述，未读完整产品实现、执行软件或独立验证效果；研究/客户引用不直接升级等级。",
        "evidenceIds": [
          "TC26LOG-ATREUS-HOME",
          "TC26LOG-ATREUS-FOUNDER",
          "TC26LOG-ATREUS-POST"
        ]
      }
    },
    {
      "id": "TC-DESTRO-AI",
      "name": "Destro AI",
      "url": "https://www.destroai.com/",
      "channel": "S02",
      "cat": "C10",
      "year": 2025,
      "team": null,
      "location": "Brooklyn, New York（投资机构/公司自述）",
      "business": "AI协调异构仓库机器人、人员与物料操作。",
      "buyer": "仓库、工厂及第三方物流企业",
      "delivery": "MothershipOS实时分派协调，VisionOS处理机载视觉/操作；公司声明已有生产部署及未量化商业收入。",
      "notes": "投资机构名录2025，精确注册待核。800万美元是融资，年节省与吞吐改善不是自身收入，部署/收入金额未独立核。",
      "cohort": "2025（投资机构原始名录；精确注册待核）",
      "teamBasis": "投资机构原始名录1—10范围，不取中点。",
      "price": "本轮未核公开金额、计费单位或实际合同周期。",
      "stage": "公开产品/试点与部署说明可读，实际合同、收入及独立效果未核",
      "sourceType": "竞赛名单发现、公司官网及创始人/投资机构原始公开资料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26LOG-DESTRO-HOME",
        "TC26LOG-DESTRO-YEAR",
        "TC26LOG-DESTRO-RELEASE"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://jobs.bonfirevc.com/companies/destro-2-1400299e-afbf-4b11-a0b4-d4a8f4ac0a31",
      "businessModel": "物理AI/机器人软件授权、调度与现场部署；机器人设备、集成/维护人工与软件经常净费须拆，定价和ARR未知。",
      "entityBasis": "Bonfire同域名录与公司ManthanPawar/融资公告对应；精确法律实体及集团边界未核。",
      "classificationBasis": "人工复核：AI协调异构仓库机器人、人员与物料操作。 按实际交付分类，不直接继承物流发现标签。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "技术与交付为厂商/投资者描述，未读完整产品实现、执行软件或独立验证效果；研究/客户引用不直接升级等级。",
        "evidenceIds": [
          "TC26LOG-DESTRO-HOME",
          "TC26LOG-DESTRO-YEAR",
          "TC26LOG-DESTRO-RELEASE"
        ]
      }
    },
    {
      "id": "TC-VITROBOT",
      "name": "VitroBOT",
      "url": "https://vitrobot.site/",
      "channel": "S02",
      "cat": "C10",
      "year": 2025,
      "team": null,
      "location": null,
      "business": "幕墙清洁机器人租赁及视觉AI检测机器人研发。",
      "buyer": "窗户清洁承包商、物业业主和幕墙维护团队",
      "delivery": "当前官网清洁机器人来自合作平台并按月租；自建视觉检测/修复报价机器人仍在开发，公开公司主页产品顺序不同。",
      "notes": "公司页自报2025。当前租赁与拟交付AI检测分开，缺陷类别13/9与产品顺序差异保留，付费试点意向不作收款。",
      "cohort": "2025（公司原始主页自报；精确注册及新旧实体沿革待核）",
      "teamBasis": "原始公司页2—10范围；不取中点，创始人/顾问名单不作精确员工。",
      "price": "官网称清洁机器人按月租，未核租金/币种或AI检测软件收费。",
      "stage": "官网清洁租赁可洽谈；自建AI检测开发中，实际试点、合同/付费及独立效果未核",
      "sourceType": "竞赛发现、公司原始产品/沿革及公司公开主页",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26PROP-VITRO-HOME",
        "TC26PROP-VITRO-YEAR",
        "TC26PROP-VITRO-ABOUT"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://www.linkedin.com/company/vitrobot",
      "businessModel": "合作机器人月租、未来自建检测机器人及Cloud报价；硬件租金、保险/运维/现场人工、AI软件和数据服务净费须拆，未核ARR。",
      "entityBasis": "同域和EnguerandChretien对应，官网署VitroBOTInc；法国同名注册转载未读原始/未证全集团关系，不当精确成立。",
      "classificationBasis": "人工复核：按物理幕墙机器人/视觉检测研发归C10，当前租赁与未来AI软件分列。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "产品规格与视觉能力为厂商描述，检测仍研发；首页13/产品9类不同，未执行设备或独立验证安全/准确性。",
        "evidenceIds": [
          "TC26PROP-VITRO-HOME",
          "TC26PROP-VITRO-YEAR",
          "TC26PROP-VITRO-ABOUT"
        ]
      }
    },
    {
      "id": "TC-LOOQ-JAPAN",
      "name": "LOOQ Japan",
      "url": "https://www.looq.icu/",
      "channel": "S02",
      "cat": "C06",
      "year": 2026,
      "team": null,
      "location": "Shibuya, Tokyo（公司/创始人自述）",
      "business": "AI摄像头/本地视觉处理辅助户外媒体及场所聚合行为测量。",
      "buyer": "户外媒体运营商、代理商、品牌、商场及基础设施运营者",
      "delivery": "当前现场试点：场所审阅、测量范围/时间窗、聚合流量/停留和质量检查、输出报告；系统仍开发中。",
      "notes": "公司与创始人自报日本主体2026成立；2025加速/首次测试另列。当前官网不作身份/人口属性分析，与较早访谈定位分列，实际隐私/准确性未独立验证。",
      "cohort": "2026（公司及创始人访谈自述日本主体；原始登记不可读）",
      "teamBasis": "没有可核精确团队数；设备5台、项目支持Logo和创始人前业务不作人数。",
      "price": "现场审阅后商定试点范围/时间和设备；无已核金额、币种或续订费。",
      "stage": "现场测量试点可洽谈，系统开发中；真实合同/付费及独立效果未核",
      "sourceType": "竞赛发现、原始官网/创始人访谈与原始登记访问缺项",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26MKT-LOOQ-HOME",
        "TC26MKT-LOOQ-INTERVIEW",
        "TC26MKT-LOOQ-REGISTRY-GAP"
      ],
      "revenueStatus": "unknown",
      "extraUrl": "https://keieisha-prime.com/interview/3331/",
      "businessModel": "现场测量试点/报告、设备部署与未来标准化测量服务；广告投放流水/司机收益、硬件和现场人工与软件经常净费需拆。",
      "entityBasis": "LooqJapanKK与石田雄大访谈同址/同品牌，2026自报；国税厅记录未读，旧项目/境外主体沿革未知，法人番号日与注册日分开。",
      "classificationBasis": "人工复核：当前交付为物理媒体测量/广告分析归C06，设备试验与软件/人工交付分开。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "视觉处理、隐私边界及试点为厂商描述，当前系统开发中；访谈人口属性分析与官网边界不同，未运行设备或独立核验。",
        "evidenceIds": [
          "TC26MKT-LOOQ-HOME",
          "TC26MKT-LOOQ-INTERVIEW",
          "TC26MKT-LOOQ-REGISTRY-GAP"
        ]
      }
    },
    {
      "id": "TC-EFIWE",
      "name": "Efiwe",
      "url": "https://efiwe.com",
      "channel": "S02",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "Lagos/Dehradun（公司自述）",
      "business": "手机/离线编程挑战及AI反馈，附证书、组织教学与求职辅助。",
      "buyer": "个人学习者、学校、NGO、培训及教育平台",
      "delivery": "免费手机课程/离线反馈；可选云AI订阅、组织组管理与API。",
      "notes": "成立与能力以原始公司/创始人自述为主，登记、合同/经常性及独立学习效果仍缺。",
      "cohort": "2025（公司/创始人自报，非独立登记）",
      "teamBasis": "公司范围2—10与三位列名成员，不取中点或当精确全职数。",
      "price": "核心免费；Pro月/年订阅（年付十个月价），组织Pro/Plus询价；生命值/证书单次费，无已核金额/币种。",
      "stage": "产品已可使用；学习者/学校试点自报，实际付费/独立学习效果未核",
      "sourceType": "竞赛发现及公司/创始人原始资料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26ED-EFIWE-HOME",
        "TC26ED-EFIWE-ENTITY",
        "TC26ED-EFIWE-YEAR",
        "TC26ED-EFIWE-MODEL"
      ],
      "revenueStatus": "unknown",
      "businessModel": "免费入口、个人/组织订阅及API、广告/内购/证书；单次与经常净费分开。",
      "entityBasis": "尼日利亚RC8862290/印度CIN为公司官网声明；同域公司自报2025，非独立登记，旧创始人企业不继承。",
      "classificationBasis": "人工复核：核心交付为教育练习/教学工作流，归C07专业教育，不因涉及代码生成归开发工具。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "离线/云反馈与自动评测为厂商描述，未下载运行模型、复现实验或测试产品；教育效果与证书可验证性未独立核验。",
        "evidenceIds": [
          "TC26ED-EFIWE-HOME",
          "TC26ED-EFIWE-ENTITY",
          "TC26ED-EFIWE-YEAR",
          "TC26ED-EFIWE-MODEL"
        ]
      }
    },
    {
      "id": "TC-YNOVA",
      "name": "YNova",
      "url": "https://ynova.ai",
      "channel": "S02",
      "cat": "C07",
      "year": 2026,
      "team": null,
      "location": "Auckland, New Zealand（公司/大学资料）",
      "business": "AI口语练习、母语提示、教师评分草稿及学校管理。",
      "buyer": "个人IELTS学习者、语言学校及国际教育机构",
      "delivery": "IELTS练习在线，教师门户/学校接入；TOEFL/PTE仅等候。",
      "notes": "成立与能力以原始公司/创始人自述为主，登记、合同/经常性及独立学习效果仍缺。",
      "cohort": "2026（公司/创始人自报，非独立登记）",
      "teamBasis": "三名联合创始人对应官网/大学/CTO自述，不能当全部员工；一个主要工程师非一人团队。",
      "price": "Pro NZ$35/月（官网约US$21）；7天试用，学校按活跃学习者询价并有人工接入。",
      "stage": "pre-seed探索，大学报道早期付费学校试点；无金额/续订或已核ARR",
      "sourceType": "竞赛发现及公司/创始人原始资料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26ED-YNOVA-HOME",
        "TC26ED-YNOVA-YEAR",
        "TC26ED-YNOVA-INVESTOR",
        "TC26ED-YNOVA-PRICE",
        "TC26ED-YNOVA-UNIVERSITY"
      ],
      "revenueStatus": "unknown",
      "businessModel": "个人免费/Pro和学校按席软件、接入/试点人工；订阅标价和付费试点不推实际ARR。",
      "entityBasis": "YNovaLimited官网自述新西兰主体；同名英国/Brazil无对应不混，技术创始人自报2026创办，2025旅行/前AutoHive不重置年。",
      "classificationBasis": "人工复核：核心交付为教育练习/教学工作流，归C07专业教育，不因涉及代码生成归开发工具。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "当前评分为练习估计、非官方考试分；公司明说对教师校准研究未运行，教师门户/CI计数不等独立产品测试。",
        "evidenceIds": [
          "TC26ED-YNOVA-HOME",
          "TC26ED-YNOVA-YEAR",
          "TC26ED-YNOVA-INVESTOR",
          "TC26ED-YNOVA-PRICE",
          "TC26ED-YNOVA-UNIVERSITY"
        ]
      }
    },
    {
      "id": "TC-SYMPHONY-SPACE",
      "name": "Symphony Space",
      "url": "https://www.symphony-space.com",
      "channel": "S02",
      "cat": "C02",
      "year": 2025,
      "team": null,
      "location": "Arlington, Virginia（公司自述）",
      "business": "可重配模块化轨道基础设施及AI计算载荷托管规划。",
      "buyer": "卫星/载荷运营商、计算/研究机构和政府任务客户",
      "delivery": "当前工程开发与任务等候；Adagio轨道平台提供供电/热控/连接并规划载荷更换，首飞尚在未来。",
      "notes": "同域公司2025自报，当前轨道模块托管/规划可升级AI计算基础设施暂C02；任务尚未飞，不把硬件托管自动当软件ARR。",
      "cohort": "2025（同域公司自报；未独立登记）",
      "teamBasis": "公司公开规模为范围、关联账户非精确员工，不取中点。",
      "price": "无已核金额/币种，任务/托管与整合询价，不推定软件订阅。",
      "stage": "公司自报开发中、首飞目标2028初（可变化），未证在轨交付或实际收入",
      "sourceType": "竞赛发现及公司/创始人原始资料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26SPACE-SYMPHONY-1",
        "TC26SPACE-SYMPHONY-2",
        "TC26SPACE-SYMPHONY-3"
      ],
      "revenueStatus": "unknown",
      "businessModel": "轨道硬件平台/载荷托管、任务及工程整合；可用于AI计算但不限AI，持续基础设施费与净软件订阅分开。",
      "entityBasis": "原始公司同域/创始人对应，2025为公司自报；法律登记及旧项目沿革未全部核实。",
      "classificationBasis": "人工复核：同域公司2025自报，当前轨道模块托管/规划可升级AI计算基础设施暂C02；任务尚未飞，不把硬件托管自动当软件ARR。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "公司署名架构/规模经济论述和规划渲染，未读在轨/独立可靠性测试；硬件首飞未完成，不继承其他公司模型训练成功。",
        "evidenceIds": [
          "TC26SPACE-SYMPHONY-1",
          "TC26SPACE-SYMPHONY-2",
          "TC26SPACE-SYMPHONY-3"
        ]
      }
    },
    {
      "id": "TC-XORBITA",
      "name": "xOrbita",
      "url": "https://xorbita.com",
      "channel": "S02",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "未核精确总部；公司自述/新闻稿为美国",
      "business": "AI轨道碎片感知、卫星避碰/自主导航决策与机动规划。",
      "buyer": "商业卫星运营商、政府研发/航天任务客户",
      "delivery": "原始新闻稿描述传感星座/规划栈，当前创始帖强调自主导航和控制何时执行；官网访问正文缺。",
      "notes": "公司自报2025，AI卫星避碰/自主决策暂C07；旧碎片感知星座与当前导航/操作授权方向分列，真实任务/价格/收入待核。",
      "cohort": "2025（同域公司自报；未独立登记）",
      "teamBasis": "公司公开规模为范围、关联账户非精确员工，不取中点。",
      "price": "无已核金额/币种或经常许可合同。",
      "stage": "早期开发及投资/加速机构支持自报，星座实际部署、独立产品测试/商业合同未核",
      "sourceType": "竞赛发现及公司/创始人原始资料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26SPACE-XORBITA-1",
        "TC26SPACE-XORBITA-2",
        "TC26SPACE-XORBITA-3"
      ],
      "revenueStatus": "unknown",
      "businessModel": "政府研发/自有传感器、碎片数据与商业自动避碰/决策软件；融资/研制和软件净费分开。",
      "entityBasis": "原始公司同域/创始人对应，2025为公司自报；法律登记及旧项目沿革未全部核实。",
      "classificationBasis": "人工复核：公司自报2025，AI卫星避碰/自主决策暂C07；旧碎片感知星座与当前导航/操作授权方向分列，真实任务/价格/收入待核。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "原始公司/创始人新闻稿的AI感知与规划声明，非独立产品测试；未验证星座完成、延迟/检测精度或实际自主飞行。",
        "evidenceIds": [
          "TC26SPACE-XORBITA-1",
          "TC26SPACE-XORBITA-2",
          "TC26SPACE-XORBITA-3"
        ]
      }
    },
    {
      "id": "TC-NIOBIA",
      "name": "Niobia AI",
      "url": "https://niobia.ai",
      "channel": "S02",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "San Francisco, California（公司自述）",
      "business": "材料/制造过程AI分析、失效根因与研发/生产工作流。",
      "buyer": "材料研究员、工艺工程师、制造/研发实验室及企业生产团队",
      "delivery": "在线AI分析/LabOS/数据管理，个人共享云、团队多租户、专属/自有环境及设备端Edge；企业整合需商谈。",
      "notes": "公司自报2025，BatLabs改名Niobia同业务沿革；制造/材料失效分析专业AI归C07，独立登记/效果和收入缺。",
      "cohort": "2025（同域公司自报，非独立登记）",
      "teamBasis": "公司2—10范围，列名成员/关联账户非全部员工，不取中点。",
      "price": "免费5credits/月；个人原$20/月20credits，团队原$200/席/月200credits；专属/定制询价。未核币种，不补USD。",
      "stage": "官网可用/早期企业整合自报；实际合同金额、经常性和独立效果未核",
      "sourceType": "竞赛发现、公司/条款/定价原始资料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26MF-NIOBIA-1",
        "TC26MF-NIOBIA-2",
        "TC26MF-NIOBIA-3",
        "TC26MF-NIOBIA-4",
        "TC26MF-NIOBIA-5"
      ],
      "revenueStatus": "unknown",
      "businessModel": "个人/企业订阅及credit，私有部署/设备端软件和定制整合；工程人工与软件经常净费分列。",
      "entityBasis": "NiobiaAIInc条款及同域公司自报2025，BatLabsAI原始改名记录保留；法律登记未独立核实。",
      "classificationBasis": "人工复核：实际交付为材料/制造专业分析和操作工作流，归C07；附托管数据库不是核心通用基础设施。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "50倍诊断、产线案例、模型及安全控制均厂商描述；明确无SOC2TypeII/ISO27001，不当已认证；未独立测试/上传生产数据或写入设备。",
        "evidenceIds": [
          "TC26MF-NIOBIA-1",
          "TC26MF-NIOBIA-2",
          "TC26MF-NIOBIA-3",
          "TC26MF-NIOBIA-4",
          "TC26MF-NIOBIA-5"
        ]
      }
    },
    {
      "id": "TC-CARE",
      "name": "Care Mojo",
      "url": "https://mycaremojo.com/",
      "channel": "S02",
      "cat": "C10",
      "year": 2025,
      "team": null,
      "location": "San Francisco, California（公司自述）",
      "business": "居家健康/行为传感、可穿戴与本地EdgeAI照护洞察",
      "buyer": "家庭、照护服务机构及护理团队",
      "delivery": "可穿戴、室内定位、EdgeHub、家庭App/机构门户及数据接口",
      "notes": "同域公司自报2025，原PeakMojo改名及招聘/销售培训旧交付保留；当前居家传感和EdgeAI归C10，不继承旧业务客户或收入。",
      "cohort": "2025（同域公司自报，非独立登记）",
      "teamBasis": "公司自报2—10范围，不取中点；关联账户非精确全职人数。",
      "price": "未取得可核当前报价或付费合同金额",
      "stage": "当前产品官网/早期合作自述，独立效果及实际合同未核",
      "sourceType": "竞赛发现、公司原始资料及自报成立字段",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26HW1-CARE-1",
        "TC26HW1-CARE-2",
        "TC26HW1-CARE-3"
      ],
      "revenueStatus": "unknown",
      "businessModel": "硬件/维护、照护工时与软件经常净费需拆分，实际合同及收费机制待核。",
      "entityBasis": "同域公司2025自报，法律主体/原始登记未独立核实；PeakMojo改名/业务转型沿革保留。",
      "classificationBasis": "人工按当前交付分类；同域公司自报2025，原PeakMojo改名及招聘/销售培训旧交付保留；当前居家传感和EdgeAI归C10，不继承旧业务客户或收入。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "当前技术、客户评价及效果均厂商描述，未独立测试；展示、验证招募及采购资格不作医学批准或性能认证。",
        "evidenceIds": [
          "TC26HW1-CARE-1",
          "TC26HW1-CARE-2",
          "TC26HW1-CARE-3"
        ]
      }
    },
    {
      "id": "TC-CIRCUIT",
      "name": "Circuit Breaker Labs",
      "url": "https://www.circuitbreakerlabs.ai/",
      "channel": "S02",
      "cat": "C03",
      "year": 2025,
      "team": null,
      "location": "Washington, DC（公司自述）",
      "business": "面向高风险生成式AI的临床场景红队、测试报告及持续安全评估",
      "buyer": "AI产品/工程、临床产品、合规及法律团队",
      "delivery": "连接客户模型API的风险模拟、评估报告/修复建议和持续监测",
      "notes": "同域公司自报2025，临床场景AI红队/持续评估基础设施归C03，不因健康名单归诊疗软件；独立登记与财务缺。",
      "cohort": "2025（同域公司自报，非独立登记）",
      "teamBasis": "公司自报2—10范围，不取中点；关联账户非精确全职人数。",
      "price": "未取得可核当前报价或付费合同金额",
      "stage": "当前产品官网/早期合作自述，独立效果及实际合同未核",
      "sourceType": "竞赛发现、公司原始资料及自报成立字段",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26HW1-CIRCUIT-1",
        "TC26HW1-CIRCUIT-2",
        "TC26HW1-CIRCUIT-3"
      ],
      "revenueStatus": "unknown",
      "businessModel": "AI评估项目/持续监测或软件合同需分别核实，经常性和金额未披露。",
      "entityBasis": "同域公司2025自报，法律主体/原始登记未独立核实；不从产品发布时间/异州登记推精确成立日。",
      "classificationBasis": "人工按当前交付分类；同域公司自报2025，临床场景AI红队/持续评估基础设施归C03，不因健康名单归诊疗软件；独立登记与财务缺。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "当前技术、客户评价及效果均厂商描述，未独立测试；展示、验证招募及采购资格不作医学批准或性能认证。",
        "evidenceIds": [
          "TC26HW1-CIRCUIT-1",
          "TC26HW1-CIRCUIT-2",
          "TC26HW1-CIRCUIT-3"
        ]
      }
    },
    {
      "id": "TC-FORELA",
      "name": "Forela",
      "url": "https://forela.health/",
      "channel": "S02",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "Los Angeles, California（公司自述）",
      "business": "子宫内膜异位症等复杂病情的日常管理、纵向记录和多系统AI推理支持",
      "buyer": "患者、临床医生及健康平台",
      "delivery": "iOS患者应用、医生验证合作、平台集成洽谈",
      "notes": "同域公司自报2025，现子宫内膜异位症日常管理/临床连续性AI归C07；临床推理仍邀请验证，不当独立已验证。",
      "cohort": "2025（同域公司自报，非独立登记）",
      "teamBasis": "公司自报2—10范围，不取中点；关联账户非精确全职人数。",
      "price": "未取得可核当前报价或付费合同金额",
      "stage": "当前产品官网/早期合作自述，独立效果及实际合同未核",
      "sourceType": "竞赛发现、公司原始资料及自报成立字段",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26HW1-FORELA-1",
        "TC26HW1-FORELA-2",
        "TC26HW1-FORELA-3"
      ],
      "revenueStatus": "unknown",
      "businessModel": "患者软件、机构/平台接入与诊疗服务分别核，当前收费及经常性未披露。",
      "entityBasis": "同域公司2025自报，法律主体/原始登记未独立核实；不从产品发布时间/异州登记推精确成立日。",
      "classificationBasis": "人工按当前交付分类；同域公司自报2025，现子宫内膜异位症日常管理/临床连续性AI归C07；临床推理仍邀请验证，不当独立已验证。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "当前技术、客户评价及效果均厂商描述，未独立测试；展示、验证招募及采购资格不作医学批准或性能认证。",
        "evidenceIds": [
          "TC26HW1-FORELA-1",
          "TC26HW1-FORELA-2",
          "TC26HW1-FORELA-3"
        ]
      }
    },
    {
      "id": "TC-LUMENUS",
      "name": "LumenUs",
      "url": "https://lumenus.life/",
      "channel": "S02",
      "cat": "C07",
      "year": 2026,
      "team": null,
      "location": "San Francisco, California（公司自述）",
      "business": "丧亲后的行政事务、福利线索及专业支持连接；AI文档读取和来信过滤。",
      "buyer": "丧亲家庭及雇主、安宁照护/医疗机构、殡葬/保险与金融合作方",
      "delivery": "网站/资料库、路径工具、专业人员目录；App读文档与家庭页面来信过滤自述，平台功能分阶段预发布。",
      "notes": "公司自报2026、条款LumenUsPlatformInc；丧亲行政/专业支持归C07，AI为读文档/来信过滤，无AI聊天或亡者模拟；平台上线状态分列。",
      "cohort": "2026（同域公司自报，非独立登记）",
      "teamBasis": "公司自报2—10范围，不取中点。",
      "price": "当前价格/合同未核；8月政策称无支付订阅，10月平台仍含条件式开放表述。",
      "stage": "网站及等候/演示入口；AI声明已有两功能，完整平台/账户等开放范围和版本待核",
      "sourceType": "竞赛发现、公司/条款/AI声明原始材料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26HW2-LUMENUS-1",
        "TC26HW2-LUMENUS-2",
        "TC26HW2-LUMENUS-3",
        "TC26HW2-LUMENUS-4",
        "TC26HW2-LUMENUS-5"
      ],
      "revenueStatus": "unknown",
      "businessModel": "家庭/机构平台与专业人员转介或可选人工服务分别核；收费、净费、合同期限和实际订阅未披露。",
      "entityBasis": "条款LumenUsPlatformInc自报Delaware法人/California运营；同域公司Founded2026，独立注册未核。",
      "classificationBasis": "按丧亲行政/专业支持行业工作流归C07；不能因智能标签归AI陪伴/心理治疗。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "AI仅文档读取/来信过滤，厂商功能及隐私承诺未独立测试；八月政策和十月声明分列，不推全部产品上线或医学效果。",
        "evidenceIds": [
          "TC26HW2-LUMENUS-1",
          "TC26HW2-LUMENUS-2",
          "TC26HW2-LUMENUS-3",
          "TC26HW2-LUMENUS-4",
          "TC26HW2-LUMENUS-5"
        ]
      }
    },
    {
      "id": "TC-VALENE",
      "name": "Valene Health",
      "url": "https://valenehealth.com/",
      "channel": "S02",
      "cat": "C07",
      "year": 2025,
      "team": null,
      "location": "New York（公司/加速机构自述）",
      "business": "医疗临床、运营和财务工作流Agent：接诊、文书、预授权、依从性及收入周期。",
      "buyer": "医院/医疗系统、社区/心理健康机构、门诊及支付方",
      "delivery": "语音/文字Agent、定制工作流、EHR/门户接入；可配置预训练Agent及无代码界面自述。",
      "notes": "公司及Techstars原始名录均2025，暂按自报关联C07医疗工作流AI；法律登记/旧平台主体沿革与第三方年份差异仍待核。",
      "cohort": "2025（公司及Techstars资料，非独立注册）",
      "teamBasis": "公司11—50与Techstars1—10范围不同，4关联账户非全体员工，不取中点。",
      "price": "原始官网未披露可核当前报价/合同金额，预约演示。",
      "stage": "厂商称可部署，实际付费规模/经常合同和独立效果缺",
      "sourceType": "竞赛发现、公司/条款及Techstars名录原始资料",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26HW5-VALENE-1",
        "TC26HW5-VALENE-2",
        "TC26HW5-VALENE-3",
        "TC26HW5-VALENE-4"
      ],
      "revenueStatus": "unknown",
      "businessModel": "机构医疗工作流软件及定制接入；一次工程/人工与经常净软件费分开，SolasHealthPC/医生诊疗费不混平台费。",
      "entityBasis": "条款VALENEHEALTHINC与SolasHealthPC关系为厂商描述；2025自报与机构名录对应，第三方2024和旧平台沿革需原始登记复核。",
      "classificationBasis": "按医疗行业专业工作流归C07，不因通用Agent形式改为基础模型或通用企业助手。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "部署速度/患者运营改善及安全审计均厂商声明，未取得独立测试或SOC2报告；诊疗主体和软件平台区分。",
        "evidenceIds": [
          "TC26HW5-VALENE-1",
          "TC26HW5-VALENE-2",
          "TC26HW5-VALENE-3",
          "TC26HW5-VALENE-4"
        ]
      }
    },
    {
      "id": "YC30656",
      "name": "DeepGrove",
      "url": "https://www.ycombinator.com/companies/deepgrove",
      "channel": "S01",
      "cat": "C01",
      "year": 2025,
      "team": 3,
      "location": "San Francisco",
      "business": "研发低位宽推理模型及端侧运行时，已公开Maple-Preview模型卡和代码入口。",
      "buyer": "端侧模型开发者与模型研究团队；实际付费买家未核",
      "delivery": "公开模型权重/模型卡、MLX运行时和聊天试用入口；预览版，实际商用部署与合同待核。",
      "notes": "公司发布与公开产物对应，足以补AI核心业务。默认输出头与FlashHead、CUDA实现及Apple运行时不可混同，厂商吞吐/领先性未独立验证，模型卡提示Agent后训练有限；下载与星标不是付费/收入。",
      "cohort": "2025成立据YC公司自述，法律注册待核；不以模型发布年重置公司年",
      "teamBasis": "YC2026-10-31可读Team Size3，业务人数截至日未注明；LinkedIn2—10区间/关联账号不作更精确实测",
      "price": "模型/仓库公开标MIT；未取得商业支持、许可或托管收费合同",
      "stage": "公开预览模型与运行时；实际商业成熟度待核",
      "sourceType": "YC公司自述、公司发布、模型卡及反链仓库",
      "evidenceIds": [
        "UNCLEAR2-30656-YC",
        "UNCLEAR2-30656-HOME",
        "YCAIRE3-DEEP-YC",
        "YCAIRE3-DEEP-LI",
        "YCAIRE3-DEEP-CARD",
        "YCAIRE3-DEEP-REPO"
      ],
      "revenueStatus": "unknown",
      "businessModel": "开源模型与端侧推理工具；付费产品、合同及净收入未核",
      "entityBasis": "YC同页公司与公司发布/模型组织/仓库反链关联；未取得独立法律登记",
      "classificationBasis": "按自研低位宽语言模型及权重交付归C01，端侧运行时为配套；不按.ai域名或招聘推定",
      "extraUrl": "https://deepgrove.ai/",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "已读公司反链模型卡与MLX仓库说明，保留CUDA/Apple及输出头条件；未下载运行模型，未复现质量、吞吐或在线学习。",
        "evidenceIds": [
          "YCAIRE3-DEEP-CARD",
          "YCAIRE3-DEEP-REPO"
        ]
      }
    },
    {
      "id": "YC30964",
      "name": "Sava Trust Company",
      "url": "https://www.ycombinator.com/companies/sava-trust-company",
      "channel": "S01",
      "cat": "C07",
      "year": 2025,
      "team": 8,
      "location": "New York；受托子公司自述Nevada",
      "business": "AI辅助信托行政：文书、合规与账务流程由Agent处理，人工信托官审核并承担受托责任。",
      "buyer": "信托家庭、律师、财务顾问与信托官",
      "delivery": "信托行政软件加人工/受托服务，公司自述已推出；嵌入式API仍开发中。",
      "notes": "公司原始发布补足AI核心任务描述，尚无公开技术产物或独立效果验证。软件母体Sava与受托子公司Sava Trust Company, LLC按同业务链记录，不能将受托资产/旧机构AUM或融资当收入；实际客户、合同和净软件收入待核。",
      "cohort": "2025成立据既有YC公司自述，法律注册待核；2026-10发布非成立证据",
      "teamBasis": "既有YC2026-10-31自报Team8；本轮YC无正文不称实时人数复核",
      "price": "公司发布称按每个信托固定年费，未给金额；软件/人工/受托服务分摊待核",
      "stage": "2026-10-28公司宣布推出，独立经营、特许登记及实际部署未独立核验；API开发中",
      "sourceType": "既有YC公司自述及公司发布者原始新闻稿",
      "evidenceIds": [
        "UNCLEAR3-30964-YC",
        "UNCLEAR3-30964-LAUNCH1",
        "UNCLEAR3-30964-HOME",
        "YCAIRE5-SAVA-PRESS",
        "YCAIRE5-SAVA-ACCESS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "按信托年度固定服务费；含软件、人工审核与受托服务，净软件占比待核",
      "entityBasis": "按YC品牌业务链关联；公司稿称母体研发软件、Nevada LLC子公司提供受托服务，注册/股权与特许详情未独立核验",
      "classificationBasis": "按当前信托行政专业金融交付归C07；不将全部年度受托费归软件ARR",
      "extraUrl": "https://www.savatrustcompany.com/",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "公司稿明确Agent任务与人工审核，未取得架构/公开代码或独立测试；开户速度与减少错误为自述目标，API仍开发中。",
        "evidenceIds": [
          "YCAIRE5-SAVA-PRESS"
        ]
      }
    },
    {
      "id": "YC31003",
      "name": "Voltair",
      "url": "https://www.ycombinator.com/companies/voltair",
      "channel": "S01",
      "cat": "C10",
      "year": 2025,
      "team": 5,
      "location": "San Francisco（YC自述）；法律注册待核",
      "business": "智能无人机电力巡检及数据服务，配套地面基础设施；大学原始资料明确同名项目AI引导巡检。",
      "buyer": "电力公司/合作社等基础设施运营方",
      "delivery": "无人机、地面站、现场飞行与RGB/热成像/LiDAR数据服务；KCEC原始稿有使用记录，实际合同及算法版本待核。",
      "notes": "2025大学AI引导项目与当前同品牌服务结合关联，具体AI模型/当前算法沿革仍缺；大学项目不是性能实测。创始人说明从电线充电原型转地面站；客户同文Firescape AI火险平台不属于Voltair，Logo/使用报道非付款。",
      "cohort": "2025成立据既有YC自报及创始人2025夏全职创业说明，法律注册待核；W26批次非成立年",
      "teamBasis": "既有YC2026-10-31自报Team5，本轮YC无正文不称人数实时复核；创始人数非全员",
      "price": "创始人原始HN称按杆塔收巡检服务费，未给金额/重复期限；现场运营、设备和软件净费待分摊",
      "stage": "原始客户稿有巡检使用，创始人曾自述首合同和拟付费飞行；批量规模/收款与独立性能未核",
      "sourceType": "YC既有自述、当前官网、大学原始刊、客户原稿及创始人Launch HN",
      "evidenceIds": [
        "UNCLEAR3-31003-YC",
        "UNCLEAR3-31003-LAUNCH1",
        "UNCLEAR3-31003-LAUNCH2",
        "UNCLEAR3-31003-HOME",
        "YCAIRE6-VOLTAIR-HOME",
        "YCAIRE6-VOLTAIR-UW",
        "YCAIRE6-VOLTAIR-CLIENT",
        "YCAIRE6-VOLTAIR-HN"
      ],
      "revenueStatus": "unknown",
      "businessModel": "按杆塔的巡检服务；含设备/飞行现场运营/数据处理，软件净收入占比与重复期限待核",
      "entityBasis": "同品牌巡检任务及创始人/公司域关联，大学项目至法律主体/算法与知识产权转移仍待核",
      "classificationBasis": "以AI引导项目延续的实体巡检服务归C10，保留当前模型实现缺项；不把客户另一AI平台能力继承",
      "extraUrl": "https://www.voltairlabs.com/",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "大学原文补AI关联，客户原稿补部署；未得模型架构、当前算法版本或独立对照测试，旧原型/新地面站与客户其他AI工具分开。",
        "evidenceIds": [
          "YCAIRE6-VOLTAIR-UW",
          "YCAIRE6-VOLTAIR-HOME",
          "YCAIRE6-VOLTAIR-CLIENT"
        ]
      }
    },
    {
      "id": "YC31119",
      "name": "ZeroSettle",
      "url": "https://www.ycombinator.com/companies/zerosettle",
      "channel": "S01",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "San Diego, CA（YC缓存自述）；法律注册待核",
      "business": "iMessage业务消息与公司托管Beta AI回复/跟进；旧计费SDK另有AI价格实验与人工批准Autopilot。",
      "buyer": "需要客户问答/销售线索跟进的企业；自有Agent开发者及旧应用开发者另列",
      "delivery": "公司运营线路/Apple硬件和消息API，可选公司托管AI代理；不是仅接第三方Agent即推自身AI。",
      "notes": "YC旧直接计费SDK与当前消息域/条款并存；同品牌域及Gabe联系关联，不确定法律主体与转型时间。AI任务明确但Beta质量/部署和实际收款未核。虚构演示、客户支付本金/MRR和节省不作公司收入。",
      "cohort": "YC原始搜索缓存自报2026成立，非独立注册核验；W26不单独作为成立依据",
      "teamBasis": "YC搜索缓存Team2；直达本轮无正文，非现团队实时核实",
      "price": "消息Pro原$49/月；Growth599/月三线路、额外199。消息条款默认USD可另约；含积分一次性500/1000不失效，代理每发送文本耗1，补包1000/50或5000/200。旧计费29/99月与结算费另列。",
      "stage": "公开Beta托管代理与消息套餐、付费入口；实际付费部署/模型效果未独立核实",
      "sourceType": "YC原站缓存、公司产品原稿/价表/条款",
      "evidenceIds": [
        "UNCLEAR3-31119-YC",
        "UNCLEAR3-31119-LAUNCH1",
        "YCAIRE8-ZERO-YC",
        "YCAIRE8-ZERO-AGENT",
        "YCAIRE8-ZERO-PRICING",
        "YCAIRE8-ZERO-TERMS",
        "YCAIRE8-ZERO-BILLING"
      ],
      "revenueStatus": "unknown",
      "businessModel": "消息线路月订阅加一次性预付AI/视频积分；旧计费SDK订阅加可选交易净费另核",
      "entityBasis": "YC反链zerosettle.io及旧价表Gabe同域联系，消息条款明确支付产品独立适用；具体法人及产品收入分摊待核",
      "classificationBasis": "按公司托管客户回复/跟进及价格实验归C06；通用消息API可作Agent设施用途，不把客户自备AI计为自身模型研发",
      "extraUrl": "https://zerosettle.io/",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "公司原稿明确业务上下文驱动的托管AI消息代理、外部工具依赖和Beta阶段；未得底层模型/性能或独立测试。旧AI定价实验与新消息任务分开。",
        "evidenceIds": [
          "YCAIRE8-ZERO-AGENT",
          "YCAIRE8-ZERO-BILLING"
        ]
      }
    },
    {
      "id": "YC31227",
      "name": "Sequence Markets",
      "url": "https://www.ycombinator.com/companies/sequence-markets",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 5,
      "location": null,
      "business": "跨加密与预测市场执行设施；公司原站缓存明确训练模型识别相同市场，另有图式订单与客户AI的MCP接口。",
      "buyer": "交易员、机构执行团队及Agent开发者",
      "delivery": "软件/非托管的跨场所执行与行情设施；原站可读MCP文档，页面预览不提交真实订单。",
      "notes": "原站缓存明确训练模型的跨市场语义匹配任务，仅厂商描述；MCP客户模型另列，未获模型产物/数据集/实测，直接网站只有标题。 同YC反链域与文档子域关联；具体法人、合同收费与当前模型交付待核",
      "cohort": "YC自报2026成立，法律注册待核；W26批次非独立成立依据",
      "teamBasis": "YC既有/原站搜索缓存Team5，不是当前团队独立核验",
      "price": "原文档有free/paid/pro/enterprise限额，未取得当前价表/合同；不是付费规模证据。",
      "stage": "公开产品/文档与商业入口，当前合同、实际付费和独立性能待核",
      "sourceType": "YC/公司原站及文档、价表/合同自述",
      "evidenceIds": [
        "UNCLEAR4-31227-YC",
        "UNCLEAR4-31227-LAUNCH1",
        "UNCLEAR4-31227-HOME",
        "YCAIRE9-SEQUENCE-HOME",
        "YCAIRE9-SEQUENCE-MCP",
        "YCAIRE9-SEQUENCE-API"
      ],
      "revenueStatus": "unknown",
      "businessModel": "执行/行情/API设施，订阅/用量/交易净费与模型贡献未披露",
      "entityBasis": "同YC反链域与文档子域关联；具体法人、合同收费与当前模型交付待核",
      "classificationBasis": "按当前买家和交付归类，明确训练任务只证明公司AI描述，不外推模型能力或收入",
      "extraUrl": "https://sequencemkts.com/",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "原站缓存明确训练模型的跨市场语义匹配任务，仅厂商描述；MCP客户模型另列，未获模型产物/数据集/实测，直接网站只有标题。",
        "evidenceIds": [
          "YCAIRE9-SEQUENCE-HOME",
          "YCAIRE9-SEQUENCE-MCP",
          "YCAIRE9-SEQUENCE-API"
        ]
      }
    },
    {
      "id": "YC31239",
      "name": "Fort",
      "url": "https://www.ycombinator.com/companies/fort",
      "channel": "S01",
      "cat": "C09",
      "year": 2025,
      "team": 4,
      "location": "San Francisco（YC既有自述）；法律注册待核",
      "business": "消费力量训练可穿戴及软件，训练模型识别动作/组数与睡眠，并给个性化训练反馈。",
      "buyer": "个人健身/力量训练与健康管理用户",
      "delivery": "动作/心率传感硬件、App及后续高级软件；第二批仍预购、预计2027Q2发货，第一批售罄不证交付。",
      "notes": "公司说明动作数据20K重复与睡眠训练/验证夜数，支持训练模型任务关联，仅description；未给独立评测/医学验证，负重仍需用户补录。 条款自述Fort Care Co DBA Fort；适用Delaware法不等注册地核实，2024原型与YC2025公司年/2025-12全职分列",
      "cohort": "YC自报2025成立，法律注册待核；W26批次非独立成立依据",
      "teamBasis": "YC既有/原站搜索缓存Team4，不是当前团队独立核验",
      "price": "当前USD309起含硬件及首年高级软件，随后USD80/年；旧289促销/1000名额不当当期价或已售，实际合同/续费未知。",
      "stage": "公开产品/文档与商业入口，当前合同、实际付费和独立性能待核",
      "sourceType": "YC/公司原站及文档、价表/合同自述",
      "evidenceIds": [
        "UNCLEAR4-31239-YC",
        "UNCLEAR4-31239-LAUNCH1",
        "UNCLEAR4-31239-LAUNCH2",
        "UNCLEAR4-31239-HOME",
        "YCAIRE9-FORT-YC",
        "YCAIRE9-FORT-MODEL",
        "YCAIRE9-FORT-SHOP",
        "YCAIRE9-FORT-TERMS",
        "YCAIRE9-FORT-REFUND"
      ],
      "revenueStatus": "unknown",
      "businessModel": "硬件一次性预购含首年软件，后续高级软件按年续费；退款/硬件软件分摊与毛利待核",
      "entityBasis": "条款自述Fort Care Co DBA Fort；适用Delaware法不等注册地核实，2024原型与YC2025公司年/2025-12全职分列",
      "classificationBasis": "按当前买家和交付归类，明确训练任务只证明公司AI描述，不外推模型能力或收入",
      "extraUrl": "https://fort.cx/",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "公司说明动作数据20K重复与睡眠训练/验证夜数，支持训练模型任务关联，仅description；未给独立评测/医学验证，负重仍需用户补录。",
        "evidenceIds": [
          "YCAIRE9-FORT-YC",
          "YCAIRE9-FORT-MODEL",
          "YCAIRE9-FORT-SHOP",
          "YCAIRE9-FORT-TERMS",
          "YCAIRE9-FORT-REFUND"
        ]
      }
    },
    {
      "id": "YC31367",
      "name": "Andustry",
      "url": "https://www.ycombinator.com/companies/andustry",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco（YC）；www imprint为Munich，主体/运营地对应待核",
      "business": "可读www为AI供应商搜索+人工资格审核的工业采购经纪；公司LinkedIn为金融服务应用AI实验室，YCTrading，当前业务沿革待核。",
      "buyer": "www采购页为工业制造企业；金融实验室当前买家/交付未披露",
      "delivery": "工业供应商搜寻、人工核验、报价比较与商业流程托管；不同公司页业务/创始人状态差异保留",
      "notes": "无www直达空页，www可读about同Het/Johann与YC对应；不能确定已转型或旧采购已停。YCJohann Former Founder与www仍Co-Founder并列。客户节省/订单额/月吨数非公司收入；技术仅厂商描述。",
      "cohort": "2026成立据YC可读自报；精确法律注册及Inc./GmbH沿革待核",
      "teamBasis": "YC自报Team2，不以LinkedIn2—10取中点，创始人现状态差异保留",
      "price": "www称小额采购成交佣金，无订阅/挂牌费且不成交不收费；未给佣金率/合同/实际净费，金融AI产品收费未知",
      "stage": "www公开采购服务/自报客户项目、AI实验室公司页并存；实际合同、当前主要经营与独立效果未核",
      "sourceType": "YC可读资料、公司www/团队/合同/imprint与LinkedIn",
      "evidenceIds": [
        "UNCLEAR5-31367-YC",
        "UNCLEAR5-31367-HOME",
        "YCAIRE11-AND-YC",
        "YCAIRE11-AND-HOME",
        "YCAIRE11-AND-ABOUT",
        "YCAIRE11-AND-TERMS",
        "YCAIRE11-AND-IMPRINT",
        "YCAIRE11-AND-LI"
      ],
      "revenueStatus": "unknown",
      "businessModel": "AI采购经纪与人工服务按成交额佣金；当前金融AI实验室模式/采购持续性待核，不当纯软件订阅",
      "entityBasis": "同域about两创始人与YC对应；terms Andustry Inc.与imprint Andustry GmbH并列，未核注册/关联/知识产权及合同收入归属，不重复计主体",
      "classificationBasis": "现可读AI工业采购按C07；金融服务AI实验室另列版本，不强推C01模型研发或将贸易本金归收入",
      "extraUrl": "https://www.andustry.com/",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "www明确AI搜索供应商，人工审核；LinkedIn仅应用AI实验室未给具体当前金融模型，未得模型产物或独立测试。",
        "evidenceIds": [
          "YCAIRE11-AND-HOME",
          "YCAIRE11-AND-TERMS",
          "YCAIRE11-AND-LI"
        ]
      }
    },
    {
      "id": "YC31391",
      "name": "HEVN, inc",
      "url": "https://www.ycombinator.com/companies/hevn-inc",
      "channel": "S01",
      "cat": "C07",
      "year": 2026,
      "team": 8,
      "location": "San Francisco（YC自述）；美港合同主体及通信地址分别记录",
      "business": "跨境企业付款与账户软件，提供第三方LLM驱动的AI财务助手，生成单据/发票、起草RFI及合规工作。",
      "buyer": "跨境货物贸易商、进口出口及多实体企业财务团队",
      "delivery": "伙伴金融渠道加HEVN软件/AI助手；敏感操作需用户审核，人工合规/客户经理与支付渠道不能视为零成本",
      "notes": "不是因客户Claude/Codex接口或AI受众纳入，而是价表/条款明确公司AI应用任务；模型来自第三方，未独立验证。旧钱包1500万用户/客户资金非新公司收入。伙伴监管/资金保护及美港实体为公司声明未独立核。",
      "cohort": "YC自报2026成立；香港关联公司2026-05-07为官网自述，不替整个品牌精确成立或独立登记",
      "teamBasis": "YC招聘原页Team8自报，不按在招岗位或旧钱包规模推当前全员",
      "price": "Basic原$25/月/Pro89/月/企业定制，含AI每月额度100/250/1000原$；支付/FX及SWIFT固定费另列。报价币种/实际合同/费率适用需核，促销不当全部标准价",
      "stage": "原站公开AI助手/套餐和API、招聘人机合规监督；实际付费部署/合同/独立效果未核",
      "sourceType": "公司原始价表/条款/实体声明及YC招聘",
      "evidenceIds": [
        "UNCLEAR5-31391-YC",
        "UNCLEAR5-31391-LAUNCH1",
        "UNCLEAR5-31391-HOME",
        "YCAIRE12-HEVN-PRICE",
        "YCAIRE12-HEVN-TERMS",
        "YCAIRE12-HEVN-ENTITIES",
        "YCAIRE12-HEVN-YCJOB"
      ],
      "revenueStatus": "unknown",
      "businessModel": "账户月套餐含AI额度，加支付/处理/汇兑/卡费用及人工支持；AI与金融基础设施净收入比例待核",
      "entityBasis": "官网声明HEVN Inc.与香港HVN Software Limited为不同关联承约方、一般按客户所在地分配，以实际协议为准；不重复计公司，未独立查注册/牌照",
      "classificationBasis": "按自有AI财务文档/合规助手与跨境金融交付归C07，不当自研基础模型或所有交易额为AI收入",
      "extraUrl": "https://gethevn.com/",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "条款明确第三方LLM财务/文档/合规助手、人工审核及价表AI额度；未得模型产物、任务效果或独立测试。",
        "evidenceIds": [
          "YCAIRE12-HEVN-TERMS",
          "YCAIRE12-HEVN-PRICE",
          "YCAIRE12-HEVN-YCJOB"
        ]
      }
    },
    {
      "id": "AI105",
      "name": "StoreClaw",
      "url": "https://www.storeclaw.ai/",
      "channel": "S04",
      "cat": "C07",
      "year": 2026,
      "team": null,
      "location": null,
      "business": "以第三方LLM执行电商数据分析、商品/库存/广告与内容运营任务，提供Skills、连接器与定时自动化。",
      "buyer": "跨境及多平台电商卖家、店铺运营团队",
      "delivery": "托管AI应用及电商连接器；操作须按用户授权，输出需人审，推理与连接器维护成本待核",
      "notes": "官网用户/卖家/合作及客户店铺收益不当自身付费或营收；年费折扣、赠送/日刷/月积分和充值分开，不从报价推ARR。24/7自主与效果均公司描述。",
      "cohort": "官网About明确2026 FOUNDED；非仅2026产品发布或版权，精确登记及旧业务沿革仍未独立核",
      "teamBasis": "未取得当前全员精确数，不从用户数/模块数推团队规模",
      "price": "USD月付Pro19.9/Max39.9/Ultra199.9，分别6000/12000/60000月积分；另日刷额度、注册赠额、充值及团队定制，实际订单/版本待核",
      "stage": "官网/条款/公开价卡可读，有免费及升级入口；实际付费数量、交付规模和独立效果未核",
      "sourceType": "官方About、条款、价表及产品发布平台",
      "evidenceIds": [
        "PHALL26-STORE-PH",
        "PHALL26-STORE-HOME",
        "PHALL26-STORE-ABOUT",
        "PHALL26-STORE-TERMS",
        "PHALL26-STORE-PRICE"
      ],
      "revenueStatus": "unknown",
      "businessModel": "软件订阅含AI额度，另充值及团队计划；推理/工具/支持成本和净经常性收入待核",
      "entityBasis": "官网条款自述StoreClaw Inc. Delaware；非独立登记或集团沿革核验",
      "classificationBasis": "按电商垂直运营AI应用归C07；第三方LLM不作自研基础模型，用户店铺GMV/广告预算不归平台收入",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "官网/合同明确第三方LLM电商Agent、用户授权与定时任务；未运行模型或独立验证。",
        "evidenceIds": [
          "PHALL26-STORE-HOME",
          "PHALL26-STORE-TERMS",
          "PHALL26-STORE-ABOUT"
        ]
      }
    },
    {
      "id": "AI106",
      "name": "General Intuition",
      "url": "https://www.generalintuition.com/",
      "channel": "S05",
      "cat": "C01",
      "year": 2025,
      "team": null,
      "location": null,
      "business": "研究世界模型和动作模型，以行动标注的游戏视频学习环境演变，公开MIRA多人交互世界模型研究代码。",
      "buyer": "游戏、仿真和机器人企业及研究团队",
      "delivery": "模型研究/公开代码与有限合作方商业API；更广泛访问候补，收费/服务保障及数据授权安排待核",
      "notes": "融资、Medal旧平台数据/用户及合作标志不作新公司收入。官网称过去一年募资超过6.5亿原$而目录轮次时点不同，不跨源相加。代码公开不等独立复现或全部模型/数据商用许可。",
      "cohort": "官方公司主页列2025成立并由官网反链；精确注册、与Medal集团/数据沿革仍待核，不仅依据产品发布年",
      "teamBasis": "官方主页范围11—50与成员列表口径未对齐，精确现员未知，不取中点",
      "price": "少量伙伴商业API及候补，未取得公开价格/实际服务合同；不把融资、研究代码或用户量当销售",
      "stage": "MIRA代码公开、官网称少量商业API合作方，其余候补；收费与实际部署规模及独立效度待核",
      "sourceType": "官方公司主页/官网/营销条款、官网反链技术仓库与目录交叉核查",
      "evidenceIds": [
        "SACRA1-GI-SACRA",
        "SACRA1-GI-HOME",
        "SACRA1-GI-TERMS",
        "SACRA1-GI-PROFILE",
        "SACRA1-GI-CODE"
      ],
      "revenueStatus": "unknown",
      "businessModel": "世界/动作模型API合作及研究生态；实际许可/按量/项目收费与数据、训练、推理成本待核",
      "entityBasis": "营销网站条款称General Intuition US Inc.且与Medal条款分离；未独立核注册或集团主体/资产转移，不重复计法人数",
      "classificationBasis": "按自有世界/动作模型研究归C01；具身/游戏应用不是仅做机器人硬件或内容服务，公开单模型不代表企业全部能力",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-10-31",
        "summary": "官网反链官方MIRA仓库，README/源目录及合作方反链可核；未运行模型、评估或独立复现。",
        "evidenceIds": [
          "SACRA1-GI-HOME",
          "SACRA1-GI-CODE"
        ]
      }
    },
    {
      "id": "AI107",
      "name": "Ada.im / ChartGen AI",
      "url": "https://ada.im/",
      "channel": "S04",
      "cat": "C05",
      "year": 2025,
      "team": null,
      "location": null,
      "business": "以LLM/Agent执行数据清洗、SQL查询、文档及分析报告，提供API/Dify连接。",
      "buyer": "业务分析人员、企业团队和个人分析用户",
      "delivery": "网页分析应用及API文档；实际质量、企业部署与活跃付费规模未独立验证",
      "notes": "Deep Analysis法人2025注册与条款品牌相互对应，按同一公司登记，不将品牌更名拆成两家；业务首次运营/资产沿革仍待核。不合并近名Ada客服公司，示例客户收入和分析结果非本公司收入。",
      "cohort": "条款运营者与ACRA同名唯一公司2025-06-04注册；不是仅依据2025产品发布",
      "teamBasis": "ACRA董事人数非员工人数，精确现员未知",
      "price": "有订阅/日票/积分与免费额度说明，现价入口无公开正文；币种、当前金额及企业合同待核",
      "stage": "网页与公开文档可访问，收费规则有说明，未实际使用或独立测效",
      "sourceType": "公司条款/文档、ACRA公开注册接口",
      "evidenceIds": [
        "PHALL25-ADA-PH",
        "PHALL25-ADA-HOME",
        "PHALL25-ADA-TERMS",
        "ADA1-REGISTRY",
        "ADA1-TERMS",
        "ADA1-HOME",
        "ADA1-DOCS",
        "ADA1-BILLING",
        "ADA1-API",
        "ADA1-PRICE-ACCESS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "数据分析订阅及积分消耗/API；日票、充值、赠送与经常性收入分开",
      "entityBasis": "Deep Analysis Pte. Ltd.，ACRA UEN202524428Z；条款同名且列Ada.im/ChartGen，不把注册地址当实际所在地；集团及业务资产沿革待核",
      "classificationBasis": "按横向数据分析/报告应用归C05，未证明自研基础模型或独立技术领先",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-10-31",
        "summary": "官网及公开API/功能文档支持产品任务描述；未取得可复现实验、公开代码或独立测试，不接受无幻觉保证为实测结论。",
        "evidenceIds": [
          "ADA1-HOME",
          "ADA1-DOCS",
          "ADA1-API"
        ]
      }
    },
    {
      "id": "AI108",
      "name": "Acaysia",
      "url": "https://acaysia.com/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": null,
      "business": "用学习模型优化工厂工业过程，结合控制软件、仿真及边缘组件。",
      "buyer": "工业企业与工厂运营团队",
      "delivery": "官网招募试点；软件、边缘设备与工程交付的实际收费和持续部署未核",
      "notes": "目录旧金山与官网Oakland分列；增益为估计，客户产出/成本节省非公司收入；安全口号非独立认证。",
      "cohort": "投资方公司档案自报2026成立，非SR007批次推断；独立登记待核",
      "teamBasis": "投资方档案员工自报，2026-11-01读取，未注明业务人数截至日",
      "price": "询价/试点入口，无公开完整收费与现场服务合同",
      "stage": "官网招募试点；软件、边缘设备与工程交付的实际收费和持续部署未核",
      "sourceType": "投资方档案及公司官网/条款原始材料",
      "evidenceIds": [
        "SR007R-ACAYSIA-SR",
        "SR007R-ACAYSIA-HOME",
        "SR007R-ACAYSIA-TERMS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "工业软件/设备/工程服务可能混合，许可、项目与持续服务收入待拆",
      "entityBasis": "网站条款Acaysia, Inc.及Delaware适用法非独立登记或产品采购合同",
      "classificationBasis": "按当前主要交付任务分类；与客户行业、营销标签和融资分开",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开产品/技术自述，未运行系统或完成独立性能、可靠性与安全评测。",
        "evidenceIds": [
          "SR007R-ACAYSIA-SR",
          "SR007R-ACAYSIA-HOME"
        ]
      }
    },
    {
      "id": "AI109",
      "name": "AgentCat（原MCPcat）",
      "url": "https://agentcat.com/",
      "channel": "S14",
      "cat": "C03",
      "year": 2025,
      "team": 5,
      "location": "美国纽约（投资方资料）",
      "business": "分析和回放AI Agent会话，为MCP及应用连接器提供观测、意图分析和问题发现。",
      "buyer": "AI平台、工具与MCP产品团队",
      "delivery": "网页服务/公开套餐，企业含集成支持；SDK和实际效果未独立验证",
      "notes": "2026更名为AgentCat但同团队/业务，不新增第二家公司；前公司退出与客户Logo非本公司收入，SOC2及SDK许可未专项核。",
      "cohort": "投资方公司档案自报2025成立，非SR007批次推断；独立登记待核",
      "teamBasis": "投资方档案员工自报，2026-11-01读取，未注明业务人数截至日",
      "price": "Free500会话；Growth原$160月付含2000会话，超额原$40/1000；企业年约，币种和实际订单待核",
      "stage": "网页服务/公开套餐，企业含集成支持；SDK和实际效果未独立验证",
      "sourceType": "投资方档案及公司官网/条款原始材料",
      "evidenceIds": [
        "SR007R-AGENTCAT-SR",
        "SR007R-AGENTCAT-HOME",
        "SR007R-AGENTCAT-RENAME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "基础订阅＋会话用量及分析附加项；模型分析、事件存储、脱敏与支持成本待核",
      "entityBasis": "当前同域更名公告确认业务连续；精确法人登记及旧MCPcat签约方仍需核",
      "classificationBasis": "按当前主要交付任务分类；与客户行业、营销标签和融资分开",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开产品/技术自述，未运行系统或完成独立性能、可靠性与安全评测。",
        "evidenceIds": [
          "SR007R-AGENTCAT-SR",
          "SR007R-AGENTCAT-HOME"
        ]
      }
    },
    {
      "id": "AI110",
      "name": "Banbury Road",
      "url": "https://banburyroad.ai/",
      "channel": "S14",
      "cat": "C01",
      "year": 2026,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "研究训练多模型协作系统，以模型群体执行任务。",
      "buyer": "模型使用及研究团队（潜在客户，付费需求未核）",
      "delivery": "官网首个模型系统尚待发布，当前候补；没有实际调用或独立测试",
      "notes": "旧学术工作及论文不归新公司技术成绩或营收；性能/成本优势为自述，界面对话为示例。",
      "cohort": "投资方公司档案自报2026成立，非SR007批次推断；独立登记待核",
      "teamBasis": "投资方档案员工自报，2026-11-01读取，未注明业务人数截至日",
      "price": "未取得公开价格或付费合同",
      "stage": "官网首个模型系统尚待发布，当前候补；没有实际调用或独立测试",
      "sourceType": "投资方档案及公司官网/条款原始材料",
      "evidenceIds": [
        "SR007R-BANBURY-SR",
        "SR007R-BANBURY-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "模型/研究交付候补阶段，许可/API或项目合同尚未确认",
      "entityBasis": "官网Banbury Rd, Inc.自述非独立登记；创始人旧学术项目与公司分开",
      "classificationBasis": "按当前主要交付任务分类；与客户行业、营销标签和融资分开",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开产品/技术自述，未运行系统或完成独立性能、可靠性与安全评测。",
        "evidenceIds": [
          "SR007R-BANBURY-SR",
          "SR007R-BANBURY-HOME"
        ]
      }
    },
    {
      "id": "AI111",
      "name": "Baro",
      "url": "https://www.heybaro.com/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 5,
      "location": "美国纽约（投资方资料）",
      "business": "为消费品牌提供AI经营建议、批准后执行及供应商管理。",
      "buyer": "消费品牌运营团队",
      "delivery": "早期访问；软件和供应商/运营服务混合交付，实际自动化与人工比例未核",
      "notes": "投资方年份与人数均为自述，独立登记/财务/当前实际交付仍需核；客户效果、签约/管线、市场规模、演示指标与前雇主收入均不归自身ARR。",
      "cohort": "投资方公司档案自报2026成立，非从SR007批次推断；独立登记待核",
      "teamBasis": "档案员工自报，2026-11-01读取，未给人数业务截至日",
      "price": "可能含一次性启动包、GMV佣金及广告管理费；具体分成、订单、退款版本待核",
      "stage": "早期访问；软件和供应商/运营服务混合交付，实际自动化与人工比例未核",
      "sourceType": "投资方公司资料、官网及可读条款",
      "evidenceIds": [
        "SR007F1-BARO-SR",
        "SR007F1-BARO-HOME",
        "SR007F1-BARO-TERMS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "平台/运营服务及结果收费；客户GMV、广告预算与本公司净费分开",
      "entityBasis": "条款自述BARO Inc.与Delaware适用法，未核登记；旧公司履历不归新主体",
      "classificationBasis": "按主要当前AI任务与交付分类，软件、服务、硬件及购物货款边界分开",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核公开技术自述和访问范围，未执行系统/代码或完成独立性能、可靠性评测；署名研究或安装入口不自动提升等级。",
        "evidenceIds": [
          "SR007F1-BARO-SR",
          "SR007F1-BARO-HOME"
        ]
      }
    },
    {
      "id": "AI112",
      "name": "Blueprint（blueprint.io）",
      "url": "https://www.blueprint.io/",
      "channel": "S14",
      "cat": "C04",
      "year": 2026,
      "team": 4,
      "location": "美国旧金山（投资方资料）",
      "business": "以自然语言需求辅助硬件原型设计及工程准备。",
      "buyer": "硬件工程与产品开发团队",
      "delivery": "投资方说明可读；官网仅标题，当前完整产品/交付成熟度未核",
      "notes": "投资方年份与人数均为自述，独立登记/财务/当前实际交付仍需核；客户效果、签约/管线、市场规模、演示指标与前雇主收入均不归自身ARR。",
      "cohort": "投资方公司档案自报2026成立，非从SR007批次推断；独立登记待核",
      "teamBasis": "档案员工自报，2026-11-01读取，未给人数业务截至日",
      "price": "未取得可读价表或合同",
      "stage": "投资方说明可读；官网仅标题，当前完整产品/交付成熟度未核",
      "sourceType": "投资方公司资料、官网及可读条款",
      "evidenceIds": [
        "SR007F1-BLUEPRINT-SR",
        "SR007F1-BLUEPRINT-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "硬件设计软件/工程平台，许可与服务收费未核；不等硬件设备销售",
      "entityBasis": "精确法律主体/登记缺，不能套同名Blueprint公司年份或收入",
      "classificationBasis": "按主要当前AI任务与交付分类，软件、服务、硬件及购物货款边界分开",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核公开技术自述和访问范围，未执行系统/代码或完成独立性能、可靠性评测；署名研究或安装入口不自动提升等级。",
        "evidenceIds": [
          "SR007F1-BLUEPRINT-SR",
          "SR007F1-BLUEPRINT-HOME"
        ]
      }
    },
    {
      "id": "AI113",
      "name": "Cartsy",
      "url": "https://cartsy.com/",
      "channel": "S14",
      "cat": "C09",
      "year": 2025,
      "team": 3,
      "location": "美国纽约（投资方资料）",
      "business": "用多模态模型和搜索识别社交内容中的商品，向消费者推荐购买入口。",
      "buyer": "社交媒体购物消费者；商家/创作者合作待核",
      "delivery": "免费发现服务及候补入口，当前主要跳第三方商家结账；未实际使用",
      "notes": "投资方年份与人数均为自述，独立登记/财务/当前实际交付仍需核；客户效果、签约/管线、市场规模、演示指标与前雇主收入均不归自身ARR。",
      "cohort": "投资方公司档案自报2025成立，非从SR007批次推断；独立登记待核",
      "teamBasis": "档案员工自报，2026-11-01读取，未给人数业务截至日",
      "price": "消费者端称免费，实际佣金/商家合同未获，非公司零收入证明",
      "stage": "免费发现服务及候补入口，当前主要跳第三方商家结账；未实际使用",
      "sourceType": "投资方公司资料、官网及可读条款",
      "evidenceIds": [
        "SR007F1-CARTSY-SR",
        "SR007F1-CARTSY-HOME",
        "SR007F1-CARTSY-TERMS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "购物发现与导流；消费者购买款不直接作为平台收入，自营结账未上线",
      "entityBasis": "官网条款CR AI Labs, Inc.自述，非登记核验；与创始人旧公司分开",
      "classificationBasis": "按主要当前AI任务与交付分类，软件、服务、硬件及购物货款边界分开",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核公开技术自述和访问范围，未执行系统/代码或完成独立性能、可靠性评测；署名研究或安装入口不自动提升等级。",
        "evidenceIds": [
          "SR007F1-CARTSY-SR",
          "SR007F1-CARTSY-HOME"
        ]
      }
    },
    {
      "id": "AI114",
      "name": "ChatOverflow",
      "url": "https://chatoverflow.dev/",
      "channel": "S14",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山（投资方资料）",
      "business": "让编程Agent共享、搜索和复用任务经验。",
      "buyer": "编程Agent平台与开发者",
      "delivery": "官网仍即将推出/候补，安装命令展示但未执行；官方GitHub反链404",
      "notes": "投资方年份与人数均为自述，独立登记/财务/当前实际交付仍需核；客户效果、签约/管线、市场规模、演示指标与前雇主收入均不归自身ARR。",
      "cohort": "投资方公司档案自报2026成立，非从SR007批次推断；独立登记待核",
      "teamBasis": "档案员工自报，2026-11-01读取，未给人数业务截至日",
      "price": "未取得真实可用价表；网页示例价卡非本服务套餐",
      "stage": "官网仍即将推出/候补，安装命令展示但未执行；官方GitHub反链404",
      "sourceType": "投资方公司资料、官网及可读条款",
      "evidenceIds": [
        "SR007F1-CHAT-SR",
        "SR007F1-CHAT-HOME",
        "SR007F1-CHAT-REPO"
      ],
      "revenueStatus": "unknown",
      "businessModel": "Agent经验/知识基础设施，软件与网络服务收费仍未确认",
      "entityBasis": "尚缺法律主体与正式服务合同，前雇主业务不归本公司",
      "classificationBasis": "按主要当前AI任务与交付分类，软件、服务、硬件及购物货款边界分开",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核公开技术自述和访问范围，未执行系统/代码或完成独立性能、可靠性评测；署名研究或安装入口不自动提升等级。",
        "evidenceIds": [
          "SR007F1-CHAT-SR",
          "SR007F1-CHAT-HOME"
        ]
      }
    },
    {
      "id": "AI115",
      "name": "ChronoSpace",
      "url": "https://chronospace.ai/",
      "channel": "S14",
      "cat": "C01",
      "year": 2025,
      "team": 5,
      "location": "美国湾区（投资方资料）",
      "business": "研究物理场景的时空世界模型，服务工业数字化与仿真。",
      "buyer": "制造、零售、建筑及机器人企业",
      "delivery": "投资方自述客户部署和签约，官网信息有限；模型可用性及实收未独立核",
      "notes": "投资方年份与人数均为自述，独立登记/财务/当前实际交付仍需核；客户效果、签约/管线、市场规模、演示指标与前雇主收入均不归自身ARR。",
      "cohort": "投资方公司档案自报2025成立，非从SR007批次推断；独立登记待核",
      "teamBasis": "档案员工自报，2026-11-01读取，未给人数业务截至日",
      "price": "未取得公开价表或具体合同",
      "stage": "投资方自述客户部署和签约，官网信息有限；模型可用性及实收未独立核",
      "sourceType": "投资方公司资料、官网及可读条款",
      "evidenceIds": [
        "SR007F1-CHRONO-SR",
        "SR007F1-CHRONO-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "模型/数字化仿真交付；许可、项目、硬件数据采集和持续服务需拆",
      "entityBasis": "公司注册/与大学知识产权许可关系未核；学术成果非新公司独立成绩",
      "classificationBasis": "按主要当前AI任务与交付分类，软件、服务、硬件及购物货款边界分开",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核公开技术自述和访问范围，未执行系统/代码或完成独立性能、可靠性评测；署名研究或安装入口不自动提升等级。",
        "evidenceIds": [
          "SR007F1-CHRONO-SR",
          "SR007F1-CHRONO-HOME"
        ]
      }
    },
    {
      "id": "AI116",
      "name": "Colmez",
      "url": "https://www.colmez.com/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "为危险废物行业连接监管、商业和运营数据，提供Agent信息及销售工作流。",
      "buyer": "危险废物服务运营企业",
      "delivery": "私测/客户采用为自述；产品费率/SLA需另MSA与订单",
      "notes": "成立年与员工为投资方自报，非SR007批次推断；独立登记、财务与技术有效性未核。候补、签约、管线、用户、贷款本金及创始人旧业务均不当本公司已实现ARR。",
      "cohort": "投资方档案自报2026成立；独立登记与品牌起点待核",
      "teamBasis": "投资方页面人数自报，2026-11-01读取，业务人数截至日未知",
      "price": "无公开价表，另行书面订阅/产品协议",
      "stage": "私测/客户采用为自述；产品费率/SLA需另MSA与订单",
      "sourceType": "投资方公司档案及可读官网/条款",
      "evidenceIds": [
        "SR007F2-COLMEZ-SR",
        "SR007F2-COLMEZ-HOME",
        "SR007F2-COLMEZ-TERMS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "行业软件及实施/服务，contracted ARR与履约、实收/退款和净经常性需拆",
      "entityBasis": "官网条款Colmez, Inc. Delaware自述，非登记核验",
      "classificationBasis": "按当前AI交付分类；行业业务、评价服务与云资源分别归类，不按融资/客户行业混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务/产品自述及访问范围，未独立运行/评估系统；厂商基准、声明独立评价或安装入口不等本公司能力独立验证。",
        "evidenceIds": [
          "SR007F2-COLMEZ-SR",
          "SR007F2-COLMEZ-HOME"
        ]
      }
    },
    {
      "id": "AI117",
      "name": "Contxt",
      "url": "https://askcontxt.com/",
      "channel": "S14",
      "cat": "C05",
      "year": 2026,
      "team": 3,
      "location": null,
      "business": "企业工具、人员和历史的共享记忆及跨应用AI任务执行层。",
      "buyer": "企业内部工作团队",
      "delivery": "投资方描述产品与付费试点候补；官网不可读，实际交付/付款未核",
      "notes": "成立年与员工为投资方自报，非SR007批次推断；独立登记、财务与技术有效性未核。候补、签约、管线、用户、贷款本金及创始人旧业务均不当本公司已实现ARR。",
      "cohort": "投资方档案自报2026成立；独立登记与品牌起点待核",
      "teamBasis": "投资方页面人数自报，2026-11-01读取，业务人数截至日未知",
      "price": "未取得公开价格/合同，paid pilot waitlist非已付款",
      "stage": "投资方描述产品与付费试点候补；官网不可读，实际交付/付款未核",
      "sourceType": "投资方公司档案及可读官网/条款",
      "evidenceIds": [
        "SR007F2-CONTXT-SR",
        "SR007F2-CONTXT-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "企业AI工作层试点，席位/平台/用量收费待核",
      "entityBasis": "精确法人及旧事业沿革缺，目录NYC/SF混合地点不精确归址",
      "classificationBasis": "按当前AI交付分类；行业业务、评价服务与云资源分别归类，不按融资/客户行业混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务/产品自述及访问范围，未独立运行/评估系统；厂商基准、声明独立评价或安装入口不等本公司能力独立验证。",
        "evidenceIds": [
          "SR007F2-CONTXT-SR",
          "SR007F2-CONTXT-HOME"
        ]
      }
    },
    {
      "id": "AI118",
      "name": "Coop（cooplabs.com）",
      "url": "https://www.cooplabs.com/",
      "channel": "S14",
      "cat": "C03",
      "year": 2026,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "为机器人模型提供固定任务和配置下的基准测试及评价。",
      "buyer": "机器人模型开发者及行业部署团队",
      "delivery": "官网公开任务/试次及评价咨询；未运行实验或核控制器代码",
      "notes": "成立年与员工为投资方自报，非SR007批次推断；独立登记、财务与技术有效性未核。候补、签约、管线、用户、贷款本金及创始人旧业务均不当本公司已实现ARR。",
      "cohort": "投资方档案自报2026成立；独立登记与品牌起点待核",
      "teamBasis": "投资方页面人数自报，2026-11-01读取，业务人数截至日未知",
      "price": "询价式评价入口，无合同金额",
      "stage": "官网公开任务/试次及评价咨询；未运行实验或核控制器代码",
      "sourceType": "投资方公司档案及可读官网/条款",
      "evidenceIds": [
        "SR007F2-COOP-SR",
        "SR007F2-COOP-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "评测/实验服务与可能软件工具，管线不等收入；硬件实验/人力成本待核",
      "entityBasis": "精确法人/注册未独立核验；合作实验室标志非付费合同",
      "classificationBasis": "按当前AI交付分类；行业业务、评价服务与云资源分别归类，不按融资/客户行业混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务/产品自述及访问范围，未独立运行/评估系统；厂商基准、声明独立评价或安装入口不等本公司能力独立验证。",
        "evidenceIds": [
          "SR007F2-COOP-SR",
          "SR007F2-COOP-HOME"
        ]
      }
    },
    {
      "id": "AI119",
      "name": "Corlen",
      "url": "https://corlen.ai/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山（投资方资料）",
      "business": "用AI组织、核对商业地产贷款资料并处理跟进，保留人工最终审批。",
      "buyer": "商业地产贷款机构、经纪与审核团队",
      "delivery": "首试点为自述，官网为演示/预约；实际合同和付费未核",
      "notes": "成立年与员工为投资方自报，非SR007批次推断；独立登记、财务与技术有效性未核。候补、签约、管线、用户、贷款本金及创始人旧业务均不当本公司已实现ARR。",
      "cohort": "投资方档案自报2026成立；独立登记与品牌起点待核",
      "teamBasis": "投资方页面人数自报，2026-11-01读取，业务人数截至日未知",
      "price": "无完整价表/条款正文",
      "stage": "首试点为自述，官网为演示/预约；实际合同和付费未核",
      "sourceType": "投资方公司档案及可读官网/条款",
      "evidenceIds": [
        "SR007F2-CORLEN-SR",
        "SR007F2-CORLEN-HOME",
        "SR007F2-CORLEN-TERMS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "贷款流程软件，不能把本金或创始人地产交易当平台收入",
      "entityBasis": "Corlen为Agora Capital Markets, Inc. DBA自述，独立注册及品牌/主体起点待核",
      "classificationBasis": "按当前AI交付分类；行业业务、评价服务与云资源分别归类，不按融资/客户行业混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务/产品自述及访问范围，未独立运行/评估系统；厂商基准、声明独立评价或安装入口不等本公司能力独立验证。",
        "evidenceIds": [
          "SR007F2-CORLEN-SR",
          "SR007F2-CORLEN-HOME"
        ]
      }
    },
    {
      "id": "AI120",
      "name": "Cube Computer",
      "url": "https://cube.computer/",
      "channel": "S14",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "美国纽约（投资方资料）",
      "business": "提供持续运行Agent的云开发机器与工作区，模型账户费用分离。",
      "buyer": "运行编程Agent的开发者与团队",
      "delivery": "云机器/桌面和网页入口有公开收费说明，未下载安装/实际核规模",
      "notes": "成立年与员工为投资方自报，非SR007批次推断；独立登记、财务与技术有效性未核。候补、签约、管线、用户、贷款本金及创始人旧业务均不当本公司已实现ARR。",
      "cohort": "投资方档案自报2026成立；独立登记与品牌起点待核",
      "teamBasis": "投资方页面人数自报，2026-11-01读取，业务人数截至日未知",
      "price": "原$12/月起是730小时等效，按秒扣预付余额；运行/暂停资源费、新旧合同及模型费用分开",
      "stage": "云机器/桌面和网页入口有公开收费说明，未下载安装/实际核规模",
      "sourceType": "投资方公司档案及可读官网/条款",
      "evidenceIds": [
        "SR007F2-CUBE-SR",
        "SR007F2-CUBE-HOME",
        "SR007F2-CUBE-PRICE",
        "SR007F2-CUBE-TERMS",
        "SR007F2-CUBE-LEGAL"
      ],
      "revenueStatus": "unknown",
      "businessModel": "持续云资源用量服务，充值/免费额度、存储、legacy订阅和跨产品钱包需拆",
      "entityBasis": "Collaborators Inc.运营Cube/Proton/Collab自述，登记和旧业务沿革未独立核，不按品牌拆公司",
      "classificationBasis": "按当前AI交付分类；行业业务、评价服务与云资源分别归类，不按融资/客户行业混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务/产品自述及访问范围，未独立运行/评估系统；厂商基准、声明独立评价或安装入口不等本公司能力独立验证。",
        "evidenceIds": [
          "SR007F2-CUBE-SR",
          "SR007F2-CUBE-HOME"
        ]
      }
    },
    {
      "id": "AI121",
      "name": "Delightful AI",
      "url": "https://delightfullabs.ai/",
      "channel": "S14",
      "cat": "C02",
      "year": 2026,
      "team": 4,
      "location": "美国旧金山（投资方资料）",
      "business": "面向科学与医疗模型训练的数据获取、专家评判和强化学习环境基础设施。",
      "buyer": "前沿模型实验室及数据合作机构",
      "delivery": "官网业务文章；实际合同/交付、数据许可和效果未独立核",
      "notes": "成立年/员工为投资方自报，非SR007批次推断。法人登记、实际付费和财务待核；预测、客户资产、候补、意向、旧事业及展示数值非自身已实现ARR。",
      "cohort": "投资方档案自报2026成立；独立登记及品牌/主体沿革待核",
      "teamBasis": "投资方人数自报，2026-11-01读取，人数业务截至日未知",
      "price": "未取得价表，询价/项目边界待核",
      "stage": "官网业务文章；实际合同/交付、数据许可和效果未独立核",
      "sourceType": "投资方公司档案及官网/条款/公开制品",
      "evidenceIds": [
        "SR007F3-DELIGHTFUL-SR",
        "SR007F3-DELIGHTFUL-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "训练数据及环境服务，许可、专家人力和环境制作成本需核，不按自研模型订阅认收入",
      "entityBasis": "精确法人/独立注册和旧事业沿革待核",
      "classificationBasis": "按当前交付对象分类；Delightful为训练数据环境基础设施，非已证自研模型；GPU运维、金融助手及硬件数据服务分别归类",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开业务说明；未运行或独立测试，演示/用户/履历不作技术有效性证据。",
        "evidenceIds": [
          "SR007F3-DELIGHTFUL-SR",
          "SR007F3-DELIGHTFUL-HOME"
        ]
      }
    },
    {
      "id": "AI122",
      "name": "Embrasure",
      "url": "https://embrasure.ai/",
      "channel": "S14",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山（投资方资料）",
      "business": "Agent数据仓库、数据连接与同步、分析工作流。",
      "buyer": "企业数据及Agent应用团队",
      "delivery": "仓库public beta/候补入口；Flow连接器公开beta，未运行",
      "notes": "成立年/员工为投资方自报，非SR007批次推断。法人登记、实际付费和财务待核；预测、客户资产、候补、意向、旧事业及展示数值非自身已实现ARR。",
      "cohort": "投资方档案自报2026成立；独立登记及品牌/主体沿革待核",
      "teamBasis": "投资方人数自报，2026-11-01读取，人数业务截至日未知",
      "price": "USD每工作区月费49/249/749，额度预览；Enterprise询价，默认无自动超额费",
      "stage": "仓库public beta/候补入口；Flow连接器公开beta，未运行",
      "sourceType": "投资方公司档案及官网/条款/公开制品",
      "evidenceIds": [
        "SR007F3-EMBRASURE-SR",
        "SR007F3-EMBRASURE-HOME",
        "SR007F3-EMBRASURE-PRICE",
        "SR007F3-EMBRASURE-TERMS",
        "SR007F3-EMBRASURE-FLOW",
        "SR007F3-EMBRASURE-SECURITY"
      ],
      "revenueStatus": "unknown",
      "businessModel": "工作区订阅包含存储/扫描/AI额度，企业可含工程师；候补价表非已实现MRR",
      "entityBasis": "Deepslate Inc. DBA Embrasure自述，独立登记与品牌起点待核",
      "classificationBasis": "按当前交付对象分类；Delightful为训练数据环境基础设施，非已证自研模型；GPU运维、金融助手及硬件数据服务分别归类",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开业务说明；Flow公开beta仓库存在、仅读README与范围；不代表托管Agent交付或厂商性能被独立复现。",
        "evidenceIds": [
          "SR007F3-EMBRASURE-SR",
          "SR007F3-EMBRASURE-HOME",
          "SR007F3-EMBRASURE-FLOW"
        ]
      }
    },
    {
      "id": "AI123",
      "name": "Fictional",
      "url": "https://fictional.ai/",
      "channel": "S14",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": "美国旧金山（投资方资料）",
      "business": "消费者AI角色互动、关系与多模态内容应用。",
      "buyer": "消费者角色互动用户",
      "delivery": "用户采用为投资方自报，官网仅品牌图；应用和当前购买交付未核",
      "notes": "成立年/员工为投资方自报，非SR007批次推断。法人登记、实际付费和财务待核；预测、客户资产、候补、意向、旧事业及展示数值非自身已实现ARR。",
      "cohort": "投资方档案自报2025成立；独立登记及品牌/主体沿革待核",
      "teamBasis": "投资方人数自报，2026-11-01读取，人数业务截至日未知",
      "price": "条款允许按计划收费/自动续订，当前金额与付费分母缺",
      "stage": "用户采用为投资方自报，官网仅品牌图；应用和当前购买交付未核",
      "sourceType": "投资方公司档案及官网/条款/公开制品",
      "evidenceIds": [
        "SR007F3-FICTIONAL-SR",
        "SR007F3-FICTIONAL-HOME",
        "SR007F3-FICTIONAL-TERMS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "消费者订阅/内容应用，模型推理、图像语音成本及平台抽成待核",
      "entityBasis": "PurpleSmart AI, Inc.运营者自述，品牌/主体和Pony旧事业边界待核",
      "classificationBasis": "按当前交付对象分类；Delightful为训练数据环境基础设施，非已证自研模型；GPU运维、金融助手及硬件数据服务分别归类",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开业务说明；未运行或独立测试，演示/用户/履历不作技术有效性证据。",
        "evidenceIds": [
          "SR007F3-FICTIONAL-SR",
          "SR007F3-FICTIONAL-HOME"
        ]
      }
    },
    {
      "id": "AI124",
      "name": "Flip（fliptexts.com）",
      "url": "https://fliptexts.com/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "美国伯克利（投资方资料）",
      "business": "iMessage个人财务AI助手，连接账户并在确认后处理敏感动作。",
      "buyer": "个人财务管理用户",
      "delivery": "邀请制beta；敏感支付/交易需确认，自营券商/银行产品仍coming soon",
      "notes": "成立年/员工为投资方自报，非SR007批次推断。法人登记、实际付费和财务待核；预测、客户资产、候补、意向、旧事业及展示数值非自身已实现ARR。",
      "cohort": "投资方档案自报2026成立；独立登记及品牌/主体沿革待核",
      "teamBasis": "投资方人数自报，2026-11-01读取，人数业务截至日未知",
      "price": "原$25/月或$120/年，月试用3天、年试用12天，币种需核",
      "stage": "邀请制beta；敏感支付/交易需确认，自营券商/银行产品仍coming soon",
      "sourceType": "投资方公司档案及官网/条款/公开制品",
      "evidenceIds": [
        "SR007F3-FLIP-SR",
        "SR007F3-FLIP-HOME",
        "SR007F3-FLIP-TERMS",
        "SR007F3-FLIP-LEGAL"
      ],
      "revenueStatus": "unknown",
      "businessModel": "消费者预付订阅，试用、促销补贴和第三方支付/数据成本需拆，连接资产非公司收入",
      "entityBasis": "公开法律入口未明确精确法人，独立登记与品牌起点待核",
      "classificationBasis": "按当前交付对象分类；Delightful为训练数据环境基础设施，非已证自研模型；GPU运维、金融助手及硬件数据服务分别归类",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开业务说明；未运行或独立测试，演示/用户/履历不作技术有效性证据。",
        "evidenceIds": [
          "SR007F3-FLIP-SR",
          "SR007F3-FLIP-HOME"
        ]
      }
    },
    {
      "id": "AI125",
      "name": "Galileo Space",
      "url": "https://galileo-space.com/",
      "channel": "S14",
      "cat": "C10",
      "year": 2025,
      "team": 3,
      "location": "美国洛杉矶（投资方资料）",
      "business": "AI卫星数据与轨道信息服务的硬件及数据业务。",
      "buyer": "政府及商业遥感数据客户",
      "delivery": "地面演示/支持信和商业意向为自述；首合同评估、发射未来计划，时间线有待核标签",
      "notes": "成立年/员工为投资方自报，非SR007批次推断。法人登记、实际付费和财务待核；预测、客户资产、候补、意向、旧事业及展示数值非自身已实现ARR。",
      "cohort": "投资方档案自报2025成立；独立登记及品牌/主体沿革待核",
      "teamBasis": "投资方人数自报，2026-11-01读取，人数业务截至日未知",
      "price": "项目合同/数据产品报价未取得",
      "stage": "地面演示/支持信和商业意向为自述；首合同评估、发射未来计划，时间线有待核标签",
      "sourceType": "投资方公司档案及官网/条款/公开制品",
      "evidenceIds": [
        "SR007F3-GALILEO-SR",
        "SR007F3-GALILEO-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "卫星硬件研发/任务与数据服务需拆，LOI/开发中合同不是经常性净收入",
      "entityBasis": "精确法人/独立登记及合同授予缺，不展开军事技术实施",
      "classificationBasis": "按当前交付对象分类；Delightful为训练数据环境基础设施，非已证自研模型；GPU运维、金融助手及硬件数据服务分别归类",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开业务说明；未运行或独立测试，演示/用户/履历不作技术有效性证据。",
        "evidenceIds": [
          "SR007F3-GALILEO-SR",
          "SR007F3-GALILEO-HOME"
        ]
      }
    },
    {
      "id": "AI126",
      "name": "Harbor AI",
      "url": "https://harborops.ai/",
      "channel": "S14",
      "cat": "C02",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山（投资方资料）",
      "business": "GPU集群监测、诊断与批准式修复，并提供跨供应商算力询价。",
      "buyer": "GPU运营商及运行专用GPU的AI团队",
      "delivery": "官网演示和询价，实际装机/客户付费未核；自动运行需与审批配置对应",
      "notes": "成立年/员工为投资方自报，非SR007批次推断。法人登记、实际付费和财务待核；预测、客户资产、候补、意向、旧事业及展示数值非自身已实现ARR。",
      "cohort": "投资方档案自报2026成立；独立登记及品牌/主体沿革待核",
      "teamBasis": "投资方人数自报，2026-11-01读取，人数业务截至日未知",
      "price": "运维费未公开；算力小时示例不明单台/每GPU及币种，需询价",
      "stage": "官网演示和询价，实际装机/客户付费未核；自动运行需与审批配置对应",
      "sourceType": "投资方公司档案及官网/条款/公开制品",
      "evidenceIds": [
        "SR007F3-HARBOR-SR",
        "SR007F3-HARBOR-HOME",
        "SR007F3-HARBOR-TERMS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "运维软件与算力转售/撮合拆分，净软件费、资源成本、人工及动作权限待核",
      "entityBasis": "网站自述Harbor AI，精确法人/登记和供应商合同待核",
      "classificationBasis": "按当前交付对象分类；Delightful为训练数据环境基础设施，非已证自研模型；GPU运维、金融助手及硬件数据服务分别归类",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开业务说明；未运行或独立测试，演示/用户/履历不作技术有效性证据。",
        "evidenceIds": [
          "SR007F3-HARBOR-SR",
          "SR007F3-HARBOR-HOME"
        ]
      }
    },
    {
      "id": "AI127",
      "name": "Hoid",
      "url": "https://hoid-ai.com/",
      "channel": "S14",
      "cat": "C02",
      "year": 2026,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "Agent编译器与推理runtime优化，让模型适配目标硬件。",
      "buyer": "模型实验室、推理提供商及部署团队",
      "delivery": "按模型/硬件目标协商试点；live客户为投资方自述，实际合同/性能未核",
      "notes": "成立年/人数为投资方自报，独立登记和财务缺项保留；签约、旧事业业绩、客户损失避免/资产与市场规模非自身收入。",
      "cohort": "投资方自报2026成立；独立登记及品牌/主体起点未核",
      "teamBasis": "投资方人数自报，2026-11-01读取；不涵盖未核外包/顾问，业务截至日未知",
      "price": "无公开价表，按试点/性能目标协商",
      "stage": "按模型/硬件目标协商试点；live客户为投资方自述，实际合同/性能未核",
      "sourceType": "投资方及官网/条款原始资料",
      "evidenceIds": [
        "SR007F4-HOID-SR",
        "SR007F4-HOID-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "推理优化软件/试点服务，签约run rate与履约实收、性能分成/人工及经常性需拆",
      "entityBasis": "精确法人及独立注册待核",
      "classificationBasis": "按推理基础设施、开发安全、保险风险和消费者旅行交付分类，不把AI客户/融资或传统软件控制自动认AI主营",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "公开任务/官网及交付范围自述已读，未运行或独立测试；团队履历、自称认证/损失避免、行业基准和AI编排不证明独立效果。",
        "evidenceIds": [
          "SR007F4-HOID-SR",
          "SR007F4-HOID-HOME"
        ]
      }
    },
    {
      "id": "AI128",
      "name": "Kairo（kairo.security）",
      "url": "https://kairo.security/",
      "channel": "S14",
      "cat": "C04",
      "year": 2026,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "人和Agent行为建模、持续应用安全检测及修复验证。",
      "buyer": "持续发布应用或部署Agent的企业安全团队",
      "delivery": "官网演示/企业洽谈及年度服务说明，未实际运行检测",
      "notes": "成立年/人数为投资方自报，独立登记和财务缺项保留；签约、旧事业业绩、客户损失避免/资产与市场规模非自身收入。",
      "cohort": "投资方自报2026成立；独立登记及品牌/主体起点未核",
      "teamBasis": "投资方人数自报，2026-11-01读取；不涵盖未核外包/顾问，业务截至日未知",
      "price": "企业定制年约、发票，含指定安全工程师，未公开金额",
      "stage": "官网演示/企业洽谈及年度服务说明，未实际运行检测",
      "sourceType": "投资方及官网/条款原始资料",
      "evidenceIds": [
        "SR007F4-KAIRO-SR",
        "SR007F4-KAIRO-HOME",
        "SR007F4-KAIRO-PRICE",
        "SR007F4-KAIRO-PRIVACY",
        "SR007F4-KAIRO-TERMS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "持续安全软件加工程师服务，软件净费/人工、授权范围与年约履行需核",
      "entityBasis": "隐私/条款明确getkairo.xyz关联当前域名，精确法人和登记缺",
      "classificationBasis": "按推理基础设施、开发安全、保险风险和消费者旅行交付分类，不把AI客户/融资或传统软件控制自动认AI主营",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "公开任务/官网及交付范围自述已读，未运行或独立测试；团队履历、自称认证/损失避免、行业基准和AI编排不证明独立效果。",
        "evidenceIds": [
          "SR007F4-KAIRO-SR",
          "SR007F4-KAIRO-HOME"
        ]
      }
    },
    {
      "id": "AI129",
      "name": "Keythorn",
      "url": "https://keythorn.com/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "AI Agent风险评估/监控和责任保险安排。",
      "buyer": "部署AI的企业及保险承保方",
      "delivery": "技术评估/保险合作询价与候补，未核牌照、已生效保单或承保容量",
      "notes": "成立年/人数为投资方自报，独立登记和财务缺项保留；签约、旧事业业绩、客户损失避免/资产与市场规模非自身收入。",
      "cohort": "投资方自报2026成立；独立登记及品牌/主体起点未核",
      "teamBasis": "投资方人数自报，2026-11-01读取；不涵盖未核外包/顾问，业务截至日未知",
      "price": "无公开费率，评估/保障安排洽谈",
      "stage": "技术评估/保险合作询价与候补，未核牌照、已生效保单或承保容量",
      "sourceType": "投资方及官网/条款原始资料",
      "evidenceIds": [
        "SR007F4-KEYTHORN-SR",
        "SR007F4-KEYTHORN-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "风险技术服务和保险安排，评估费/经纪佣金与保费总额、自有风险承保边界需拆",
      "entityBasis": "精确法人、经纪/承保角色及登记/牌照待核",
      "classificationBasis": "按推理基础设施、开发安全、保险风险和消费者旅行交付分类，不把AI客户/融资或传统软件控制自动认AI主营",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "公开任务/官网及交付范围自述已读，未运行或独立测试；团队履历、自称认证/损失避免、行业基准和AI编排不证明独立效果。",
        "evidenceIds": [
          "SR007F4-KEYTHORN-SR",
          "SR007F4-KEYTHORN-HOME"
        ]
      }
    },
    {
      "id": "AI130",
      "name": "Maestro（askmaestro.com）",
      "url": "https://askmaestro.com/",
      "channel": "S14",
      "cat": "C09",
      "year": 2026,
      "team": 1,
      "location": null,
      "business": "人工顾问结合Conductor AI编排的高端旅行/积分会员服务。",
      "buyer": "高净值家庭及旅行会员",
      "delivery": "投资方称实际会员/收入，官网介绍制人工专家和应用；合同净费/实际交付未独立核",
      "notes": "成立年/人数为投资方自报，独立登记和财务缺项保留；签约、旧事业业绩、客户损失避免/资产与市场规模非自身收入。Maestro官网2025推荐语与2026成立自报需核，不用推荐语猜注册年份。",
      "cohort": "投资方自报2026成立；独立登记及品牌/主体起点未核",
      "teamBasis": "投资方人数自报，2026-11-01读取；不涵盖未核外包/顾问，业务截至日未知",
      "price": "未取得具体会员价格、旅行采购与佣金明细",
      "stage": "投资方称实际会员/收入，官网介绍制人工专家和应用；合同净费/实际交付未独立核",
      "sourceType": "投资方及官网/条款原始资料",
      "evidenceIds": [
        "SR007F4-MAESTRO-SR",
        "SR007F4-MAESTRO-AFORE",
        "SR007F4-MAESTRO-HOME",
        "SR007F4-MAESTRO-TERMS"
      ],
      "revenueStatus": "self",
      "businessModel": "旅行会员/人工顾问加AI工作流，累计revenue、ARR和旅行交易/积分价值必须拆，非纯软件订阅证明",
      "entityBasis": "官网Maestro Agentic Inc.自述；目录2026与2025推荐语起点需核，均不作独立注册",
      "classificationBasis": "按推理基础设施、开发安全、保险风险和消费者旅行交付分类，不把AI客户/融资或传统软件控制自动认AI主营",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "公开任务/官网及交付范围自述已读，未运行或独立测试；团队履历、自称认证/损失避免、行业基准和AI编排不证明独立效果。",
        "evidenceIds": [
          "SR007F4-MAESTRO-SR",
          "SR007F4-MAESTRO-HOME"
        ]
      }
    },
    {
      "id": "AI131",
      "name": "Mirai（heymirai.ai）",
      "url": "https://heymirai.ai/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "房源周边互动体验与世界模型应用层，向买方展示社区/路线。",
      "buyer": "房地产经纪、经纪公司和开发商",
      "delivery": "官网预约/示例及嵌入式体验，实际付费和底层模型能力未核",
      "notes": "成立年与员工为投资方自报，非批次/代码时间推断；独立主体、财务与效果待核。前雇主ARR/GMV、客户运费/成交额、演示数据及免费用户不作自身ARR。",
      "cohort": "投资方档案自报2026成立；独立登记与品牌起点未核",
      "teamBasis": "投资方页面人数，2026-11-01读取，人数截至日未知",
      "price": "业务购买/订单约定价格、积分及额度，无公开金额",
      "stage": "官网预约/示例及嵌入式体验，实际付费和底层模型能力未核",
      "sourceType": "投资方及官网/条款/公开制品",
      "evidenceIds": [
        "SR007F5-MIRAI-SR",
        "SR007F5-MIRAI-HOME",
        "SR007F5-MIRAI-TERMS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "房地产体验软件及生成用量，数据/地图/生成成本和订单净费需核；成交额不是平台收入",
      "entityBasis": "Mirai Technologies Inc. Delaware自述，非登记核验",
      "classificationBasis": "按房地产专业应用、设备服务、训练数据、货代工作流及知识工作语音助手分类，世界模型应用层不当基础模型",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开交付说明；未独立运行/评测，演示、24小时报告或设备规模示意不作技术质量验证。",
        "evidenceIds": [
          "SR007F5-MIRAI-SR",
          "SR007F5-MIRAI-HOME"
        ]
      }
    },
    {
      "id": "AI132",
      "name": "Motherboard Labs",
      "url": "https://www.motherboardlabs.com/",
      "channel": "S14",
      "cat": "C10",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山（投资方资料）",
      "business": "机器人/自主设备的Agent诊断、远程处置和现场维护工作流。",
      "buyer": "部署机器人或自主设备的运营及服务团队",
      "delivery": "官网创始人洽谈，软件加现场技术员边界清楚；未核实际设备/付费规模",
      "notes": "成立年与员工为投资方自报，非批次/代码时间推断；独立主体、财务与效果待核。前雇主ARR/GMV、客户运费/成交额、演示数据及免费用户不作自身ARR。",
      "cohort": "投资方档案自报2026成立；独立登记与品牌起点未核",
      "teamBasis": "投资方页面人数，2026-11-01读取，人数截至日未知",
      "price": "无公开费率和服务SLA",
      "stage": "官网创始人洽谈，软件加现场技术员边界清楚；未核实际设备/付费规模",
      "sourceType": "投资方及官网/条款/公开制品",
      "evidenceIds": [
        "SR007F5-MOTHERBOARD-SR",
        "SR007F5-MOTHERBOARD-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "设备运营软件/实施/现场服务，净软件费、人工及设备成本需拆，不当机器人硬件销售",
      "entityBasis": "精确法人/独立登记待核",
      "classificationBasis": "按房地产专业应用、设备服务、训练数据、货代工作流及知识工作语音助手分类，世界模型应用层不当基础模型",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开交付说明；未独立运行/评测，演示、24小时报告或设备规模示意不作技术质量验证。",
        "evidenceIds": [
          "SR007F5-MOTHERBOARD-SR",
          "SR007F5-MOTHERBOARD-HOME"
        ]
      }
    },
    {
      "id": "AI133",
      "name": "Munari",
      "url": "https://munari.ai/",
      "channel": "S14",
      "cat": "C02",
      "year": 2026,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "机器人示教数据的episode质量评分、处理与操作员反馈。",
      "buyer": "机器人训练数据采集团队及实验室",
      "delivery": "官网联系/演示，首报告24小时为自述；未上传日志或测评价质量",
      "notes": "成立年与员工为投资方自报，非批次/代码时间推断；独立主体、财务与效果待核。前雇主ARR/GMV、客户运费/成交额、演示数据及免费用户不作自身ARR。",
      "cohort": "投资方档案自报2026成立；独立登记与品牌起点未核",
      "teamBasis": "投资方页面人数，2026-11-01读取，人数截至日未知",
      "price": "无公开价表，按团队/数据需求洽谈",
      "stage": "官网联系/演示，首报告24小时为自述；未上传日志或测评价质量",
      "sourceType": "投资方及官网/条款/公开制品",
      "evidenceIds": [
        "SR007F5-MUNARI-SR",
        "SR007F5-MUNARI-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "机器人数据/运营基础设施，按数据/项目或订阅收费待核，专家/标注和处理成本需拆",
      "entityBasis": "Munari, Inc.官网自述，独立登记待核",
      "classificationBasis": "按房地产专业应用、设备服务、训练数据、货代工作流及知识工作语音助手分类，世界模型应用层不当基础模型",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开交付说明；未独立运行/评测，演示、24小时报告或设备规模示意不作技术质量验证。",
        "evidenceIds": [
          "SR007F5-MUNARI-SR",
          "SR007F5-MUNARI-HOME"
        ]
      }
    },
    {
      "id": "AI134",
      "name": "Nimble（nimbleops.io）",
      "url": "https://nimbleops.io/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山（投资方资料）",
      "business": "为货代准备报价、文件、跟进并按审批策略执行工作流。",
      "buyer": "货运代理销售及运营团队",
      "delivery": "官网候补和配置式审批/自动化示意；实际付费交付未核",
      "notes": "成立年与员工为投资方自报，非批次/代码时间推断；独立主体、财务与效果待核。前雇主ARR/GMV、客户运费/成交额、演示数据及免费用户不作自身ARR。",
      "cohort": "投资方档案自报2026成立；独立登记与品牌起点未核",
      "teamBasis": "投资方页面人数，2026-11-01读取，人数截至日未知",
      "price": "未取得价表/订单金额",
      "stage": "官网候补和配置式审批/自动化示意；实际付费交付未核",
      "sourceType": "投资方及官网/条款/公开制品",
      "evidenceIds": [
        "SR007F5-NIMBLE-SR",
        "SR007F5-NIMBLE-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "行业工作流软件，实施/模型与人工成本待核，客户货款/运费及旧金融产品收入不归公司",
      "entityBasis": "精确法人/登记待核，家庭旧货代与本公司分开",
      "classificationBasis": "按房地产专业应用、设备服务、训练数据、货代工作流及知识工作语音助手分类，世界模型应用层不当基础模型",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开交付说明；未独立运行/评测，演示、24小时报告或设备规模示意不作技术质量验证。",
        "evidenceIds": [
          "SR007F5-NIMBLE-SR",
          "SR007F5-NIMBLE-HOME"
        ]
      }
    },
    {
      "id": "AI135",
      "name": "OpenWhispr",
      "url": "https://openwhispr.com/",
      "channel": "S14",
      "cat": "C05",
      "year": 2026,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "开源桌面语音输入、会议笔记及可选云端AI助手。",
      "buyer": "个人知识工作者、团队及隐私敏感企业",
      "delivery": "公开桌面仓库/下载，云/BYOK/本地模式及付费价表；未安装测试",
      "notes": "成立年与员工为投资方自报，非批次/代码时间推断；独立主体、财务与效果待核。前雇主ARR/GMV、客户运费/成交额、演示数据及免费用户不作自身ARR。",
      "cohort": "投资方档案自报2026成立；独立登记与品牌起点未核",
      "teamBasis": "投资方页面人数，2026-11-01读取，人数截至日未知",
      "price": "年付Pro原$80/用户年、Business160/用户年，6.67/13.33为月等效；本地无限免费，Enterprise询价",
      "stage": "公开桌面仓库/下载，云/BYOK/本地模式及付费价表；未安装测试",
      "sourceType": "投资方及官网/条款/公开制品",
      "evidenceIds": [
        "SR007F5-OPENWHISPR-SR",
        "SR007F5-OPENWHISPR-HOME",
        "SR007F5-OPENWHISPR-PRICE",
        "SR007F5-OPENWHISPR-REPO",
        "SR007F5-OPENWHISPR-TERMS",
        "SR007F5-OPENWHISPR-PRIVACY"
      ],
      "revenueStatus": "self",
      "businessModel": "开源免费本地+云订阅/企业控制，BYOK供应商费用、免费分母、退款与推理/存储成本分开",
      "entityBasis": "Gizmo Labs Inc. Delaware DBA自述，独立登记及品牌沿革待核",
      "classificationBasis": "按房地产专业应用、设备服务、训练数据、货代工作流及知识工作语音助手分类，世界模型应用层不当基础模型",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开交付说明；官方桌面代码/README存在，只到public-artifact，未执行或独立核准确率/隐私，第三方模型与自研能力分开。",
        "evidenceIds": [
          "SR007F5-OPENWHISPR-SR",
          "SR007F5-OPENWHISPR-HOME",
          "SR007F5-OPENWHISPR-REPO"
        ]
      }
    },
    {
      "id": "AI136",
      "name": "Orbits",
      "url": "https://tryorbits.com/",
      "channel": "S14",
      "cat": "C09",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山（投资方资料）",
      "business": "家庭日程、任务、家务和服务预约主动助手Bit。",
      "buyer": "忙碌家庭与家长",
      "delivery": "当前免费入口；拟定变更/打电话先确认，购物车交第三方，未测试",
      "notes": "成立和人数为投资方自报，独立登记/财务/技术效果缺项保留。客户财务/顾问费、旧事业、融资和未来合同不是公司自身已实现ARR。",
      "cohort": "投资方自报2026成立；主体/品牌起点及独立登记待核",
      "teamBasis": "投资方页面人数，2026-11-01读取；人数截至日未知，顾问/外包未核",
      "price": "当前加入者永久免费承诺，未来新用户订阅未列金额",
      "stage": "当前免费入口；拟定变更/打电话先确认，购物车交第三方，未测试",
      "sourceType": "投资方及官网/条款/公开结果",
      "evidenceIds": [
        "SR007F6-ORBITS-SR",
        "SR007F6-ORBITS-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "免费早期家庭助手、未来订阅，电话/模型/连接和支持成本与第三方消费款需拆",
      "entityBasis": "精确法人/独立注册未核",
      "classificationBasis": "按家庭助手、语音模型、销售辅助、人工审核专业服务和企业流程交付分类，不按客户规模/融资混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务与交付说明，未独立运行；人工批准/专业审核、案例异常转人及官网正文限制保留，不以客户成效当独立效果。",
        "evidenceIds": [
          "SR007F6-ORBITS-SR",
          "SR007F6-ORBITS-HOME"
        ]
      }
    },
    {
      "id": "AI137",
      "name": "Oruk",
      "url": "https://oruk.ai/",
      "channel": "S14",
      "cat": "C01",
      "year": 2026,
      "team": 7,
      "location": "美国旧金山（投资方资料）",
      "business": "训练语音基础模型并通过API分析语音文本、声学表达与情绪标签。",
      "buyer": "语音Agent、通话分析与应用开发团队",
      "delivery": "公开模型/API价表，Resonance2预览需审批，第三方英语初步榜单已读但完整方法待核",
      "notes": "成立和人数为投资方自报，独立登记/财务/技术效果缺项保留。客户财务/顾问费、旧事业、融资和未来合同不是公司自身已实现ARR。",
      "cohort": "投资方自报2026成立；主体/品牌起点及独立登记待核",
      "teamBasis": "投资方页面人数，2026-11-01读取；人数截至日未知，顾问/外包未核",
      "price": "USD9/49/199每月，七日试用；理解/转写两类额度及超额支出上限",
      "stage": "公开模型/API价表，Resonance2预览需审批，第三方英语初步榜单已读但完整方法待核",
      "sourceType": "投资方及官网/条款/公开结果",
      "evidenceIds": [
        "SR007F6-ORUK-SR",
        "SR007F6-ORUK-HOME",
        "SR007F6-ORUK-PRICE",
        "SR007F6-ORUK-TERMS",
        "SR007F6-ORUK-MODELS",
        "SR007F6-ORUK-SPEKO"
      ],
      "revenueStatus": "unknown",
      "businessModel": "语音模型订阅额度＋用量，试用/年预收/旧积分和实时推理、存储/专家数据成本待核",
      "entityBasis": "Oruk, Inc. Delaware自述，独立登记未核",
      "classificationBasis": "按家庭助手、语音模型、销售辅助、人工审核专业服务和企业流程交付分类，不按客户规模/融资混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "公开Speko英语初步结果91%人声/48%合成已读，但版本、完整方法与独立性未核；厂商训练内评测不能作留出验证，不升级独立验证等级。",
        "evidenceIds": [
          "SR007F6-ORUK-SR",
          "SR007F6-ORUK-HOME",
          "SR007F6-ORUK-SPEKO"
        ]
      }
    },
    {
      "id": "AI138",
      "name": "Othello",
      "url": "https://www.othello.ai/",
      "channel": "S14",
      "cat": "C06",
      "year": 2026,
      "team": 10,
      "location": "美国纽约（投资方资料；官网另列特拉维夫）",
      "business": "销售通话实时提示、准备及会后自动化，辅助人工卖方。",
      "buyer": "B2B销售人员及收入运营团队",
      "delivery": "live客户与收入为自报，官网预约/教练说明，实际合同与增益未独立核",
      "notes": "成立和人数为投资方自报，独立登记/财务/技术效果缺项保留。客户财务/顾问费、旧事业、融资和未来合同不是公司自身已实现ARR。",
      "cohort": "投资方自报2026成立；主体/品牌起点及独立登记待核",
      "teamBasis": "投资方页面人数，2026-11-01读取；人数截至日未知，顾问/外包未核",
      "price": "订单定价、发票净30天、按约续约，无公开金额",
      "stage": "live客户与收入为自报，官网预约/教练说明，实际合同与增益未独立核",
      "sourceType": "投资方及官网/条款/公开结果",
      "evidenceIds": [
        "SR007F6-OTHELLO-SR",
        "SR007F6-OTHELLO-HOME",
        "SR007F6-OTHELLO-TERMS",
        "SR007F6-OTHELLO-ABOUT"
      ],
      "revenueStatus": "self",
      "businessModel": "销售辅助软件，live ARR/cARR/管线和实施净费、模型/录音处理成本分开",
      "entityBasis": "Cicero, Inc. DBA Othello自述；2025条款与2026档案起点待核，均非独立注册",
      "classificationBasis": "按家庭助手、语音模型、销售辅助、人工审核专业服务和企业流程交付分类，不按客户规模/融资混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务与交付说明，未独立运行；人工批准/专业审核、案例异常转人及官网正文限制保留，不以客户成效当独立效果。",
        "evidenceIds": [
          "SR007F6-OTHELLO-SR",
          "SR007F6-OTHELLO-HOME"
        ]
      }
    },
    {
      "id": "AI139",
      "name": "Parca",
      "url": "https://www.withparca.com/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "美国纽约（投资方资料）",
      "business": "AI辅助住宅开发前期概念规划、现场调查和可行性专业服务。",
      "buyer": "住宅开发商及建设团队",
      "delivery": "档案称部署两家头部房企，交付必经专业人士审核；官网仅标题，实际付款/资质未核",
      "notes": "成立和人数为投资方自报，独立登记/财务/技术效果缺项保留。客户财务/顾问费、旧事业、融资和未来合同不是公司自身已实现ARR。",
      "cohort": "投资方自报2026成立；主体/品牌起点及独立登记待核",
      "teamBasis": "投资方页面人数，2026-11-01读取；人数截至日未知，顾问/外包未核",
      "price": "服务费率/合同未取得",
      "stage": "档案称部署两家头部房企，交付必经专业人士审核；官网仅标题，实际付款/资质未核",
      "sourceType": "投资方及官网/条款/公开结果",
      "evidenceIds": [
        "SR007F6-PARCA-SR",
        "SR007F6-PARCA-HOME"
      ],
      "revenueStatus": "self",
      "businessModel": "专业服务交付加AI/人工审核，年化run-rate不是订阅ARR，项目净费/外包/签审及退款需核",
      "entityBasis": "精确法人及独立注册未核，创始人旧交易与顾问费非本公司",
      "classificationBasis": "按家庭助手、语音模型、销售辅助、人工审核专业服务和企业流程交付分类，不按客户规模/融资混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务与交付说明，未独立运行；人工批准/专业审核、案例异常转人及官网正文限制保留，不以客户成效当独立效果。",
        "evidenceIds": [
          "SR007F6-PARCA-SR",
          "SR007F6-PARCA-HOME"
        ]
      }
    },
    {
      "id": "AI140",
      "name": "Phyvant",
      "url": "https://phyvant.com/",
      "channel": "S14",
      "cat": "C05",
      "year": 2025,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "将企业专家判断转为可追溯Agent流程，优先处理M&A中的实体结构图瓶颈。",
      "buyer": "大型企业的流程及领域专家团队",
      "delivery": "厂商案例称客户环境部署、异常转人；真实范围/合同及效果未独立核",
      "notes": "成立和人数为投资方自报，独立登记/财务/技术效果缺项保留。客户财务/顾问费、旧事业、融资和未来合同不是公司自身已实现ARR。",
      "cohort": "投资方自报2025成立；主体/品牌起点及独立登记待核",
      "teamBasis": "投资方页面人数，2026-11-01读取；人数截至日未知，顾问/外包未核",
      "price": "本地/云部署按服务协议，无公开金额",
      "stage": "厂商案例称客户环境部署、异常转人；真实范围/合同及效果未独立核",
      "sourceType": "投资方及官网/条款/公开结果",
      "evidenceIds": [
        "SR007F6-PHYVANT-SR",
        "SR007F6-PHYVANT-HOME",
        "SR007F6-PHYVANT-TERMS",
        "SR007F6-PHYVANT-CASE"
      ],
      "revenueStatus": "unknown",
      "businessModel": "企业部署/实施与流程服务，商业成果导向不推效果分成，软件净费与专家/实施/模型成本需拆",
      "entityBasis": "Phyvant, Inc.官网自述，独立登记未核",
      "classificationBasis": "按家庭助手、语音模型、销售辅助、人工审核专业服务和企业流程交付分类，不按客户规模/融资混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务与交付说明，未独立运行；人工批准/专业审核、案例异常转人及官网正文限制保留，不以客户成效当独立效果。",
        "evidenceIds": [
          "SR007F6-PHYVANT-SR",
          "SR007F6-PHYVANT-HOME"
        ]
      }
    },
    {
      "id": "AI141",
      "name": "Primitive Labs",
      "url": "https://primitivelabs.ai/",
      "channel": "S14",
      "cat": "C04",
      "year": 2026,
      "team": 4,
      "location": "美国旧金山（投资方资料）",
      "business": "用校准的模拟用户Agent测试软件体验并实施经批准改进，产品Instinct。",
      "buyer": "消费软件产品、研发及研究团队",
      "delivery": "官网产品/演示说明和条款，论文投稿/真实效果及付费未独立核",
      "notes": "成立/人数为投资方自报；当前合同、主体/品牌沿革和财务未独立核。签约、管线、潜在客户用户、前事业业绩及客户演示金额均不作本公司已实现ARR。",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，业务截至日/外包分母未知",
      "price": "默认USD，订阅/一次性/用量条款并列，具体价格和SLA另约",
      "stage": "官网产品/演示说明和条款，论文投稿/真实效果及付费未独立核",
      "sourceType": "投资方及官网/条款原始资料",
      "evidenceIds": [
        "SR007F7-PRIMITIVE-SR",
        "SR007F7-PRIMITIVE-HOME",
        "SR007F7-PRIMITIVE-INSTINCT",
        "SR007F7-PRIMITIVE-TERMS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "行为模拟软件/研究工具，企业数据校准/人工、模型与反复试验成本待核",
      "entityBasis": "Primitive Labs AI Inc. Delaware自述，独立登记未核",
      "classificationBasis": "按软件体验测试、内容创作、医疗/货代专业运营、上下文SDK及客户运营交付分类，不按投融资或用户行业混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务和可读范围，未执行或独立测；投稿、模拟用户、二进制SDK、合规标志与收费说明不等独立技术效果。人工批准/医疗输出审核、云数据与正文缺项保留。",
        "evidenceIds": [
          "SR007F7-PRIMITIVE-SR",
          "SR007F7-PRIMITIVE-HOME"
        ]
      }
    },
    {
      "id": "AI142",
      "name": "Reelful",
      "url": "https://www.reelful.app/",
      "channel": "S14",
      "cat": "C08",
      "year": 2025,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "由提示和素材生成/剪辑短视频，支持用户调整计划、时间线及导出。",
      "buyer": "创作者、小企业和团队",
      "delivery": "iPhone/网页订阅入口及积分套餐，未下载剪辑/测试",
      "notes": "成立/人数为投资方自报；当前合同、主体/品牌沿革和财务未独立核。签约、管线、潜在客户用户、前事业业绩及客户演示金额均不作本公司已实现ARR。",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，业务截至日/外包分母未知",
      "price": "原$24.99/49.99/99.99月费，对应3000/7500/18000积分；追加积分和Enterprise另列",
      "stage": "iPhone/网页订阅入口及积分套餐，未下载剪辑/测试",
      "sourceType": "投资方及官网/条款原始资料",
      "evidenceIds": [
        "SR007F7-REELFUL-SR",
        "SR007F7-REELFUL-HOME",
        "SR007F7-REELFUL-TERMS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "订阅＋生成积分，商店/网页渠道净费、生成重试/视频成本与退款拆分",
      "entityBasis": "精确法人及独立登记待核",
      "classificationBasis": "按软件体验测试、内容创作、医疗/货代专业运营、上下文SDK及客户运营交付分类，不按投融资或用户行业混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务和可读范围，未执行或独立测；投稿、模拟用户、二进制SDK、合规标志与收费说明不等独立技术效果。人工批准/医疗输出审核、云数据与正文缺项保留。",
        "evidenceIds": [
          "SR007F7-REELFUL-SR",
          "SR007F7-REELFUL-HOME"
        ]
      }
    },
    {
      "id": "AI143",
      "name": "Rhema Health",
      "url": "https://www.rhema.health/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "支持医疗机构患者沟通、协调和病历/账单准备的AI工作流。",
      "buyer": "专科医疗机构及运营团队",
      "delivery": "官网演示/升级路径，客户审核AI输出，SOC2进行中；实际付费未核",
      "notes": "成立/人数为投资方自报；当前合同、主体/品牌沿革和财务未独立核。签约、管线、潜在客户用户、前事业业绩及客户演示金额均不作本公司已实现ARR。",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，业务截至日/外包分母未知",
      "price": "未取得产品费率/服务订单/实际BAA",
      "stage": "官网演示/升级路径，客户审核AI输出，SOC2进行中；实际付费未核",
      "sourceType": "投资方及官网/条款原始资料",
      "evidenceIds": [
        "SR007F7-RHEMA-SR",
        "SR007F7-RHEMA-HOME",
        "SR007F7-RHEMA-TERMS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "医疗运营软件/服务，cARR与管线不当已实现，机构报销/增收非自身净费，人工升级成本待核",
      "entityBasis": "Rhema Health, Inc.条款自述，独立登记/合同缺",
      "classificationBasis": "按软件体验测试、内容创作、医疗/货代专业运营、上下文SDK及客户运营交付分类，不按投融资或用户行业混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务和可读范围，未执行或独立测；投稿、模拟用户、二进制SDK、合规标志与收费说明不等独立技术效果。人工批准/医疗输出审核、云数据与正文缺项保留。",
        "evidenceIds": [
          "SR007F7-RHEMA-SR",
          "SR007F7-RHEMA-HOME"
        ]
      }
    },
    {
      "id": "AI144",
      "name": "Rollup（tryrollup.com）",
      "url": "https://www.tryrollup.com/",
      "channel": "S14",
      "cat": "C03",
      "year": 2026,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "端侧相册索引形成供应用调用的个性化上下文与SDK服务。",
      "buyer": "消费者应用和个人AI产品开发者",
      "delivery": "二进制iOS SDK需审核应用；签约cARR为自述，当前免费条款需核对应",
      "notes": "成立/人数为投资方自报；当前合同、主体/品牌沿革和财务未独立核。签约、管线、潜在客户用户、前事业业绩及客户演示金额均不作本公司已实现ARR。",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，业务截至日/外包分母未知",
      "price": "当前SDK/服务免费，未来收费至少30日通知；288K签约ARR与此需按合同/产品/期间对齐",
      "stage": "二进制iOS SDK需审核应用；签约cARR为自述，当前免费条款需核对应",
      "sourceType": "投资方及官网/条款原始资料",
      "evidenceIds": [
        "SR007F7-ROLLUP-SR",
        "SR007F7-ROLLUP-HOME",
        "SR007F7-ROLLUP-TERMS",
        "SR007F7-ROLLUP-DATA"
      ],
      "revenueStatus": "unknown",
      "businessModel": "上下文SDK/服务，当前免费、可能企业合同与未来收费须拆；端侧/云模型和第三方保留成本待核",
      "entityBasis": "Kint AI, Inc.自述，独立登记及旧品牌沿革未核",
      "classificationBasis": "按软件体验测试、内容创作、医疗/货代专业运营、上下文SDK及客户运营交付分类，不按投融资或用户行业混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务和可读范围，未执行或独立测；投稿、模拟用户、二进制SDK、合规标志与收费说明不等独立技术效果。人工批准/医疗输出审核、云数据与正文缺项保留。",
        "evidenceIds": [
          "SR007F7-ROLLUP-SR",
          "SR007F7-ROLLUP-HOME"
        ]
      }
    },
    {
      "id": "AI145",
      "name": "Rumbo",
      "url": "https://rumbo-ai.com/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 5,
      "location": "美国纽约（投资方资料）",
      "business": "读取邮件/文档准备货代报价和运营任务，经操作者批准执行。",
      "buyer": "美国-拉美贸易货代及运营团队",
      "delivery": "官网演示/预约与人工批准，未执行或核真实付款",
      "notes": "成立/人数为投资方自报；当前合同、主体/品牌沿革和财务未独立核。签约、管线、潜在客户用户、前事业业绩及客户演示金额均不作本公司已实现ARR。",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，业务截至日/外包分母未知",
      "price": "首页按操作量、无席位/设置费/年约，条款订阅周期预付，具体费率/币种按订单",
      "stage": "官网演示/预约与人工批准，未执行或核真实付款",
      "sourceType": "投资方及官网/条款原始资料",
      "evidenceIds": [
        "SR007F7-RUMBO-SR",
        "SR007F7-RUMBO-HOME",
        "SR007F7-RUMBO-TERMS"
      ],
      "revenueStatus": "unknown",
      "businessModel": "货代软件用量/订阅边界待实际订单对齐，承运/客户运费与平台净费分开，实施/支持成本待核",
      "entityBasis": "Rumbo AI, Inc. Delaware及编号为官网自述，非独立登记核验",
      "classificationBasis": "按软件体验测试、内容创作、医疗/货代专业运营、上下文SDK及客户运营交付分类，不按投融资或用户行业混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务和可读范围，未执行或独立测；投稿、模拟用户、二进制SDK、合规标志与收费说明不等独立技术效果。人工批准/医疗输出审核、云数据与正文缺项保留。",
        "evidenceIds": [
          "SR007F7-RUMBO-SR",
          "SR007F7-RUMBO-HOME"
        ]
      }
    },
    {
      "id": "AI146",
      "name": "Saru",
      "url": "https://hellosaru.com/",
      "channel": "S14",
      "cat": "C06",
      "year": 2026,
      "team": 2,
      "location": "美国纽约（投资方资料）",
      "business": "品牌在消息渠道的个性化销售、服务和再互动Agent。",
      "buyer": "消费者品牌及其客户运营团队",
      "delivery": "投资方描述明确任务，官网未读到正文，实际渠道/交付未核",
      "notes": "成立/人数为投资方自报；当前合同、主体/品牌沿革和财务未独立核。签约、管线、潜在客户用户、前事业业绩及客户演示金额均不作本公司已实现ARR。",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，业务截至日/外包分母未知",
      "price": "无可读价表或条款",
      "stage": "投资方描述明确任务，官网未读到正文，实际渠道/交付未核",
      "sourceType": "投资方及官网/条款原始资料",
      "evidenceIds": [
        "SR007F7-SARU-SR",
        "SR007F7-SARU-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "品牌对客Agent收费未知，订阅/对话用量/效果费及人工转交成本待核，商家销售非自身收入",
      "entityBasis": "精确法人/独立登记未核",
      "classificationBasis": "按软件体验测试、内容创作、医疗/货代专业运营、上下文SDK及客户运营交付分类，不按投融资或用户行业混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读公开任务和可读范围，未执行或独立测；投稿、模拟用户、二进制SDK、合规标志与收费说明不等独立技术效果。人工批准/医疗输出审核、云数据与正文缺项保留。",
        "evidenceIds": [
          "SR007F7-SARU-SR",
          "SR007F7-SARU-HOME"
        ]
      }
    },
    {
      "id": "AI147",
      "name": "SenseLab（sense-lab.ai）",
      "url": "https://www.sense-lab.ai/",
      "channel": "S14",
      "cat": "C03",
      "year": 2026,
      "team": 3,
      "location": "美国山景城（投资方资料）",
      "business": "Agent共享记忆、运行结果回流及私有训练数据基础设施。",
      "buyer": "企业Agent及模型应用团队",
      "delivery": "托管登录及SDK/自托管文档，代码反链未与主体对齐，实际付费/效果未核",
      "notes": "成立/人数为投资方自报，登记/合同/实际技术效果缺项保留；前事业ARR、客户回款、演示财务、用户本金及未来收入不是自身ARR。",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，业务截至日/人工服务分母未知",
      "price": "原$29/月25000ops、149/月50000ops及充值；免费1000ops，年选项和结账待核",
      "stage": "托管登录及SDK/自托管文档，代码反链未与主体对齐，实际付费/效果未核",
      "sourceType": "投资方及官网/条款/服务说明",
      "evidenceIds": [
        "SR007F8-SENSE-SR",
        "SR007F8-SENSE-HOME",
        "SR007F8-SENSE-BLOG",
        "SR007F8-SENSE-TERMS",
        "SR007F8-SENSE-DOCS",
        "SR007F8-SENSE-GITHUB"
      ],
      "revenueStatus": "unknown",
      "businessModel": "订阅额度＋充值/可能私有模型服务，操作/模型/托管成本和数据授权需拆，营销客户分母未明",
      "entityBasis": "SenseLab Artificial Intelligence, Inc. Delaware条款自述，独立登记未核",
      "classificationBasis": "按Agent基础设施、企业屏幕工作流、供应链托管、云文件系统和创作者金融工具分类，不按前事业或市场规模混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "可读任务/部署/服务范围已核，未运行或独立测。代码反链未对齐/404、内部RL环境、SDK文档、TUV/客户标志、自测/营销页面不等当前产品独立验证；案例及演示分列。",
        "evidenceIds": [
          "SR007F8-SENSE-SR",
          "SR007F8-SENSE-HOME"
        ]
      }
    },
    {
      "id": "AI148",
      "name": "Sonder（sonder.fyi）",
      "url": "https://sonder.fyi/",
      "channel": "S14",
      "cat": "C05",
      "year": 2026,
      "team": 2,
      "location": "美国纽约（投资方资料）",
      "business": "端侧屏幕视觉模型学习企业工作流并形成可共享技能。",
      "buyer": "希望私有化工作流智能的企业",
      "delivery": "投资方自述小模型与内部RL环境；官网403，实际制品/付费交付待核",
      "notes": "成立/人数为投资方自报，登记/合同/实际技术效果缺项保留；前事业ARR、客户回款、演示财务、用户本金及未来收入不是自身ARR。",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，业务截至日/人工服务分母未知",
      "price": "无可读价表/合同，外部许可兴趣非已签约",
      "stage": "投资方自述小模型与内部RL环境；官网403，实际制品/付费交付待核",
      "sourceType": "投资方及官网/条款/服务说明",
      "evidenceIds": [
        "SR007F8-SONDER-SR",
        "SR007F8-SONDER-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "端侧企业工作流/模型交付，许可/订阅或实施收费及计算/支持成本待核",
      "entityBasis": "精确法人及独立登记未核，同名酒店等不混同",
      "classificationBasis": "按Agent基础设施、企业屏幕工作流、供应链托管、云文件系统和创作者金融工具分类，不按前事业或市场规模混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "可读任务/部署/服务范围已核，未运行或独立测。代码反链未对齐/404、内部RL环境、SDK文档、TUV/客户标志、自测/营销页面不等当前产品独立验证；案例及演示分列。",
        "evidenceIds": [
          "SR007F8-SONDER-SR",
          "SR007F8-SONDER-HOME"
        ]
      }
    },
    {
      "id": "AI149",
      "name": "Sotant",
      "url": "https://sotant.com/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 5,
      "location": "美国旧金山（投资方资料）",
      "business": "以AI员工和专家知识运行供应链运营托管工作流。",
      "buyer": "供应链及复杂运营企业",
      "delivery": "官网managed service与客户批准范围，异常/重大后果人工审核，实际付费合同未核",
      "notes": "成立/人数为投资方自报，登记/合同/实际技术效果缺项保留；前事业ARR、客户回款、演示财务、用户本金及未来收入不是自身ARR。",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，业务截至日/人工服务分母未知",
      "price": "原$1000/月起每AI员工，含设置/模型/托管/支持，Enterprise另约",
      "stage": "官网managed service与客户批准范围，异常/重大后果人工审核，实际付费合同未核",
      "sourceType": "投资方及官网/条款/服务说明",
      "evidenceIds": [
        "SR007F8-SOTANT-SR",
        "SR007F8-SOTANT-HOME",
        "SR007F8-SOTANT-PRICE",
        "SR007F8-SOTANT-SERVICE"
      ],
      "revenueStatus": "unknown",
      "businessModel": "AI运营托管服务月费，不能按纯软件许可证归ARR；人工/集成/模型与异常处理成本需核",
      "entityBasis": "Sotant Inc.自述，独立登记及旧Maihem/Teilur关系未核",
      "classificationBasis": "按Agent基础设施、企业屏幕工作流、供应链托管、云文件系统和创作者金融工具分类，不按前事业或市场规模混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "可读任务/部署/服务范围已核，未运行或独立测。代码反链未对齐/404、内部RL环境、SDK文档、TUV/客户标志、自测/营销页面不等当前产品独立验证；案例及演示分列。",
        "evidenceIds": [
          "SR007F8-SOTANT-SR",
          "SR007F8-SOTANT-HOME"
        ]
      }
    },
    {
      "id": "AI150",
      "name": "Space（spacefs.com）",
      "url": "https://spacefs.com/",
      "channel": "S14",
      "cat": "C02",
      "year": 2026,
      "team": 4,
      "location": "美国旧金山（投资方资料）",
      "business": "面向人员和Agent的共享云文件系统及按字节流式访问。",
      "buyer": "跨机器工作个人、团队及Agent应用开发者",
      "delivery": "macOS/Linux下载与公开SDK文档，Windows未来；未安装或核性能/付费",
      "notes": "成立/人数为投资方自报，登记/合同/实际技术效果缺项保留；前事业ARR、客户回款、演示财务、用户本金及未来收入不是自身ARR。",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，业务截至日/人工服务分母未知",
      "price": "USD年付Individual180/年、Teams360/成员年，15/30为月等效；存储加量和Enterprise另列",
      "stage": "macOS/Linux下载与公开SDK文档，Windows未来；未安装或核性能/付费",
      "sourceType": "投资方及官网/条款/服务说明",
      "evidenceIds": [
        "SR007F8-SPACE-SR",
        "SR007F8-SPACE-HOME",
        "SR007F8-SPACE-TERMS",
        "SR007F8-SPACE-ABOUT",
        "SR007F8-SPACE-DOCS",
        "SR007F8-SPACE-GITHUB"
      ],
      "revenueStatus": "unknown",
      "businessModel": "云存储/文件访问及团队订阅，含存储/版本/流量和BYOS成本需拆，前Eden ARR不迁",
      "entityBasis": "Space Computer, Inc.官网自述，独立登记及前Eden资产/主体沿革未核",
      "classificationBasis": "按Agent基础设施、企业屏幕工作流、供应链托管、云文件系统和创作者金融工具分类，不按前事业或市场规模混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "可读任务/部署/服务范围已核，未运行或独立测。代码反链未对齐/404、内部RL环境、SDK文档、TUV/客户标志、自测/营销页面不等当前产品独立验证；案例及演示分列。",
        "evidenceIds": [
          "SR007F8-SPACE-SR",
          "SR007F8-SPACE-HOME"
        ]
      }
    },
    {
      "id": "AI151",
      "name": "Spun Labs",
      "url": "https://www.spunlabs.co/",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "美国旧金山（投资方资料）",
      "business": "用AI分析创作者收入、支持卡产品和财务组织工具。",
      "buyer": "内容创作者及相关商业组织",
      "delivery": "官网候补与投资方试点描述分列，具体卡发行/授信与实际付费未核",
      "notes": "成立/人数为投资方自报，登记/合同/实际技术效果缺项保留；前事业ARR、客户回款、演示财务、用户本金及未来收入不是自身ARR。",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，业务截至日/人工服务分母未知",
      "price": "官网称用户免费/IP无分成，商家交易费用变现，具体净费和发行合同缺",
      "stage": "官网候补与投资方试点描述分列，具体卡发行/授信与实际付费未核",
      "sourceType": "投资方及官网/条款/服务说明",
      "evidenceIds": [
        "SR007F8-SPUN-SR",
        "SR007F8-SPUN-HOME"
      ],
      "revenueStatus": "unknown",
      "businessModel": "创作者金融卡/工具，交换费净分成、资金/坏账/奖励与本金/客户收入分开，不当订阅ARR",
      "entityBasis": "精确运营/发行法人和独立登记未核",
      "classificationBasis": "按Agent基础设施、企业屏幕工作流、供应链托管、云文件系统和创作者金融工具分类，不按前事业或市场规模混同",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "可读任务/部署/服务范围已核，未运行或独立测。代码反链未对齐/404、内部RL环境、SDK文档、TUV/客户标志、自测/营销页面不等当前产品独立验证；案例及演示分列。",
        "evidenceIds": [
          "SR007F8-SPUN-SR",
          "SR007F8-SPUN-HOME"
        ]
      }
    },
    {
      "id": "AI152",
      "name": "Sterling",
      "url": "https://www.runsterling.com/",
      "channel": "S14",
      "cat": "C03",
      "year": 2026,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "以企业数据本体、记忆、评估和权限构建跨周/月经营任务Agent。",
      "buyer": "企业收入、增长及产品团队",
      "delivery": "官网销售联系及投资方4部署自述，真实履约/实付待核",
      "price": "无公开价表，产品须单独书面协议",
      "stage": "官网销售联系及投资方4部署自述，真实履约/实付待核",
      "businessModel": "企业Agent运行交付；续约/广告与客户交易金额非厂商净费，订阅、实施与按结果收费未核",
      "entityBasis": "网站条款法人/地址/司法辖区仍为占位文字，精确主体及独立登记缺项",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，具体人员统计截至日未知",
      "sourceType": "投资方及官网/条款",
      "notes": "已转合同与未来转化分开；未取得履约/开始计费、经常性净费、币种及财务截至日，保留合同标签不纳已实现ARR。",
      "evidenceIds": [
        "SR007F9-STERLING-SR",
        "SR007F9-STERLING-HOME",
        "SR007F9-STERLING-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前模型研发、Agent设施、软件构建、行业软件和具身数据部署交付分类；投资方标签不代表当前功能已独立核验",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只核公开业务说明及可读产品/条款，未执行产品或独立测试；模型口号/内部能力/SDK例子/界面指标不当独立效果，未发布功能保留状态。",
        "evidenceIds": [
          "SR007F9-STERLING-SR",
          "SR007F9-STERLING-HOME"
        ]
      }
    },
    {
      "id": "AI153",
      "name": "Superintelligence Foundry",
      "url": "https://superfoundry.dev/",
      "channel": "S14",
      "cat": "C01",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山（投资方资料）",
      "business": "研发通过交互实验更新的世界模型及自主科学发明系统。",
      "buyer": "科学研发及自主发明商业化组织，实际客户待核",
      "delivery": "研发说明及维护页公开文字，未取得可运行模型、产品合同或独立效果",
      "price": "未读到报价或商业合同",
      "stage": "研发说明及维护页公开文字，未取得可运行模型、产品合同或独立效果",
      "businessModel": "自述将资本转为发明、发现和自主公司；知识产权许可、服务、股权收益及实际收入模式待核",
      "entityBasis": "创始人与投资方对应，精确法人及独立登记未核",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，具体人员统计截至日未知",
      "sourceType": "投资方及官网/条款",
      "notes": "AGI、内在对齐、自改进为研发主张，不是能力已证或经常性收入；不能凭融资/未来企业价值推ARR。",
      "evidenceIds": [
        "SR007F9-SUPERINTELLIGENCEFOUNDRY-SR",
        "SR007F9-SUPERINTELLIGENCEFOUNDRY-HOME",
        "SR007F9-SUPER-ALIGN"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前模型研发、Agent设施、软件构建、行业软件和具身数据部署交付分类；投资方标签不代表当前功能已独立核验",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只核公开业务说明及可读产品/条款，未执行产品或独立测试；模型口号/内部能力/SDK例子/界面指标不当独立效果，未发布功能保留状态。",
        "evidenceIds": [
          "SR007F9-SUPERINTELLIGENCEFOUNDRY-SR",
          "SR007F9-SUPERINTELLIGENCEFOUNDRY-HOME"
        ]
      }
    },
    {
      "id": "AI154",
      "name": "Switchfrog",
      "url": "https://switchfrog.com/",
      "channel": "S14",
      "cat": "C03",
      "year": 2026,
      "team": 2,
      "location": "美国旧金山（投资方资料）",
      "business": "识别用户账户内的人/Agent接管、会话行为，并向网站提供计费/准入信号。",
      "buyer": "提供登录后Web产品的企业",
      "delivery": "early access与SDK示例，官网称与beta客户探索Agent席位计费；未安装或独立测",
      "price": "无公开定价金额，beta定价协商中",
      "stage": "early access与SDK示例，官网称与beta客户探索Agent席位计费；未安装或独立测",
      "businessModel": "Agent检测与用量信号服务；客户额外席位收费不是自身收入，误判/事件处理和集成成本待核",
      "entityBasis": "精确法人及独立登记未核",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，具体人员统计截至日未知",
      "sourceType": "投资方及官网/条款",
      "notes": "37倍请求增长、15T/3–5T市场预测及前雇主品牌不是当前公司收入或采用规模。",
      "evidenceIds": [
        "SR007F9-SWITCHFROG-SR",
        "SR007F9-SWITCHFROG-HOME"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前模型研发、Agent设施、软件构建、行业软件和具身数据部署交付分类；投资方标签不代表当前功能已独立核验",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只核公开业务说明及可读产品/条款，未执行产品或独立测试；模型口号/内部能力/SDK例子/界面指标不当独立效果，未发布功能保留状态。",
        "evidenceIds": [
          "SR007F9-SWITCHFROG-SR",
          "SR007F9-SWITCHFROG-HOME"
        ]
      }
    },
    {
      "id": "AI155",
      "name": "Truli",
      "url": "https://trytruli.com/",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "美国旧金山（投资方资料）",
      "business": "AI辅助消费品标签、营销主张审查及法规变化监测。",
      "buyer": "食品饮料、补充剂等消费品牌",
      "delivery": "可读产品与登录/演示入口，重要合规结论需专业人工复核；实际付款未核",
      "price": "按订单的订阅/年产品额度，也有单次扫描或pay-until-compliant；公开价表未读",
      "stage": "可读产品与登录/演示入口，重要合规结论需专业人工复核；实际付款未核",
      "businessModel": "订阅覆盖产品及扫描额度＋一次性交付；产品数/扫描数、专家复核、法规更新与支持成本分开",
      "entityBasis": "条款仅称Truli，精确法人及独立登记未核",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，具体人员统计截至日未知",
      "sourceType": "投资方及官网/条款",
      "notes": "市场万亿与召回损失不是本公司收入，创始人既往药物研究不证明当前合规系统有效。",
      "evidenceIds": [
        "SR007F9-TRULI-SR",
        "SR007F9-TRULI-HOME",
        "SR007F9-TRULI-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前模型研发、Agent设施、软件构建、行业软件和具身数据部署交付分类；投资方标签不代表当前功能已独立核验",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只核公开业务说明及可读产品/条款，未执行产品或独立测试；模型口号/内部能力/SDK例子/界面指标不当独立效果，未发布功能保留状态。",
        "evidenceIds": [
          "SR007F9-TRULI-SR",
          "SR007F9-TRULI-HOME"
        ]
      }
    },
    {
      "id": "AI156",
      "name": "Valent",
      "url": "https://www.valentprocure.com/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "美国纽约（投资方资料）",
      "business": "面向制造商的AI供应链来源、证据追溯、合同要求及生产协同平台。",
      "buyer": "制造企业供应链、合规与运营团队",
      "delivery": "销售联系、匿名制造商案例及投资方收入自述，平台交付须另签书面协议",
      "price": "无公开产品价表；实际平台/服务书面协议未读",
      "stage": "销售联系、匿名制造商案例及投资方收入自述，平台交付须另签书面协议",
      "businessModel": "工业证据/供应链平台与可能实施服务，年化收入不自动等订阅ARR，采购总额/客户收益须剔除",
      "entityBasis": "官网称Valent，精确法人及独立登记未核",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，具体人员统计截至日未知",
      "sourceType": "投资方及官网/条款",
      "notes": "年化原标签保留，未证明经常性；新聘一人不擅自将目录2人改3人，前Bridgewater20BAUM/旧公司40M融资不是本公司收入。",
      "evidenceIds": [
        "SR007F9-VALENT-SR",
        "SR007F9-VALENT-HOME",
        "SR007F9-VALENT-TERMS"
      ],
      "revenueStatus": "self",
      "classificationBasis": "按当前模型研发、Agent设施、软件构建、行业软件和具身数据部署交付分类；投资方标签不代表当前功能已独立核验",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只核公开业务说明及可读产品/条款，未执行产品或独立测试；模型口号/内部能力/SDK例子/界面指标不当独立效果，未发布功能保留状态。",
        "evidenceIds": [
          "SR007F9-VALENT-SR",
          "SR007F9-VALENT-HOME"
        ]
      }
    },
    {
      "id": "AI157",
      "name": "Vela Energy",
      "url": "https://www.velaenergy.ai/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 6,
      "location": "美国旧金山（投资方资料）",
      "business": "以AI关联电力工程资料、设备、采购及并网/进度变化。",
      "buyer": "电力项目业主、开发商及EPC团队",
      "delivery": "产品工作流示例、权限和逐项动作审批，非自主电网控制或工程批准",
      "price": "未读到公开价表，企业书面合同优先",
      "stage": "产品工作流示例、权限和逐项动作审批，非自主电网控制或工程批准",
      "businessModel": "工程项目工作流软件，实施/连接器/资料质量/专家复核与模型成本需核",
      "entityBasis": "Vela Energy, Inc.条款自述，独立登记未核",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，具体人员统计截至日未知",
      "sourceType": "投资方及官网/条款",
      "notes": "融资不是营业收入，顾问旧投资规模非本公司；工程输出仅辅助专业审核，不作为已独立验证工程能力。",
      "evidenceIds": [
        "SR007F9-VELAENERGY-SR",
        "SR007F9-VELAENERGY-HOME",
        "SR007F9-VELA-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前模型研发、Agent设施、软件构建、行业软件和具身数据部署交付分类；投资方标签不代表当前功能已独立核验",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只核公开业务说明及可读产品/条款，未执行产品或独立测试；模型口号/内部能力/SDK例子/界面指标不当独立效果，未发布功能保留状态。",
        "evidenceIds": [
          "SR007F9-VELAENERGY-SR",
          "SR007F9-VELAENERGY-HOME"
        ]
      }
    },
    {
      "id": "AI158",
      "name": "Vene Health",
      "url": "https://www.venehealth.com/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 3,
      "location": "美国旧金山（投资方资料）",
      "business": "以短信、电话和浏览器Agent协助家庭/机构进行就医行政协调。",
      "buyer": "患者家庭及赞助医疗/雇主机构",
      "delivery": "消费者免费/Pro与组织赞助入口，需患者同意和限定行动范围，非诊断或急救服务",
      "price": "Pro七日试用需支付方式、自动转付费；月/年具体金额须询价，赞助按组织协议",
      "stage": "消费者免费/Pro与组织赞助入口，需患者同意和限定行动范围，非诊断或急救服务",
      "businessModel": "个人订阅与B2B赞助分列，拨号/转录/模型/人工升级及医疗数据治理成本需核",
      "entityBasis": "Vene Health, Inc.条款自述，独立登记未核",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，具体人员统计截至日未知",
      "sourceType": "投资方及官网/条款",
      "notes": "前平台供应金额不归Vene；医疗协调、合规自述与临床疗效/监管批准分开。",
      "evidenceIds": [
        "SR007F9-VENEHEALTH-SR",
        "SR007F9-VENEHEALTH-HOME",
        "SR007F9-VENE-TERMS",
        "SR007F9-VENE-AFORE"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前模型研发、Agent设施、软件构建、行业软件和具身数据部署交付分类；投资方标签不代表当前功能已独立核验",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只核公开业务说明及可读产品/条款，未执行产品或独立测试；模型口号/内部能力/SDK例子/界面指标不当独立效果，未发布功能保留状态。",
        "evidenceIds": [
          "SR007F9-VENEHEALTH-SR",
          "SR007F9-VENEHEALTH-HOME"
        ]
      }
    },
    {
      "id": "AI159",
      "name": "Vound",
      "url": "https://vound.ai/",
      "channel": "S14",
      "cat": "C02",
      "year": 2026,
      "team": 10,
      "location": "美国帕洛阿尔托（投资方资料）",
      "business": "面向Physical AI的数据与部署基础设施。",
      "buyer": "具身智能研发及部署团队，具体客户未披露",
      "delivery": "投资方仅简述业务，官网无可读正文，具体交付/制品待核",
      "price": "无可读价表或合同",
      "stage": "投资方仅简述业务，官网无可读正文，具体交付/制品待核",
      "businessModel": "Physical AI数据/部署服务，数据许可/采集、云推理与可能设备服务分账待核",
      "entityBasis": "三名创始人与投资方对应，精确法人及独立登记未核",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，具体人员统计截至日未知",
      "sourceType": "投资方及官网/条款",
      "notes": "资料稀疏不假定机器人本体已量产、收入为零或产品不存在；暂按基础设施分类，具体产品待补。",
      "evidenceIds": [
        "SR007F9-VOUND-SR",
        "SR007F9-VOUND-HOME"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前模型研发、Agent设施、软件构建、行业软件和具身数据部署交付分类；投资方标签不代表当前功能已独立核验",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只核公开业务说明及可读产品/条款，未执行产品或独立测试；模型口号/内部能力/SDK例子/界面指标不当独立效果，未发布功能保留状态。",
        "evidenceIds": [
          "SR007F9-VOUND-SR",
          "SR007F9-VOUND-HOME"
        ]
      }
    },
    {
      "id": "AI160",
      "name": "Zoah",
      "url": "https://zoah.com/",
      "channel": "S14",
      "cat": "C04",
      "year": 2025,
      "team": 7,
      "location": "美国加州卡尔斯巴德（投资方资料）",
      "business": "可视化设计/代码画布与AI Agent协作构建、审查和部署软件。",
      "buyer": "软件创业团队、设计师及工程师",
      "delivery": "官网early access及CLI/MCP说明；持续Operators标coming soon，未安装或跑产品",
      "price": "USD月/年订阅、协作者/只读席位、每协作者AI成本额度及预付充值；实际价表未读",
      "stage": "官网early access及CLI/MCP说明；持续Operators标coming soon，未安装或跑产品",
      "businessModel": "席位/平台订阅＋AI成本额度＋可能市场佣金；云部署和模型成本及商家GMV分开",
      "entityBasis": "Zoah Inc.条款自述，但部分条文仍写OPACITY，主体/合同需对齐，独立登记未核",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，具体人员统计截至日未知",
      "sourceType": "投资方及官网/条款",
      "notes": "创始人旧YC经历不代表Zoah是YC新公司；早期申请的名企标志非企业付款合同。",
      "evidenceIds": [
        "SR007F9-ZOAH-SR",
        "SR007F9-ZOAH-HOME",
        "SR007F9-ZOAH-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前模型研发、Agent设施、软件构建、行业软件和具身数据部署交付分类；投资方标签不代表当前功能已独立核验",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只核公开业务说明及可读产品/条款，未执行产品或独立测试；模型口号/内部能力/SDK例子/界面指标不当独立效果，未发布功能保留状态。",
        "evidenceIds": [
          "SR007F9-ZOAH-SR",
          "SR007F9-ZOAH-HOME"
        ]
      }
    },
    {
      "id": "AI161",
      "name": "Zorbe",
      "url": "https://www.zorbe.ai/",
      "channel": "S14",
      "cat": "C02",
      "year": 2026,
      "team": 4,
      "location": "美国旧金山（投资方资料）",
      "business": "将企业重复生产任务通过蒸馏、微调和RL转为专有模型并持续运营。",
      "buyer": "有生产数据/工作负载的企业",
      "delivery": "官网简短销售入口，投资方描述定制与运营；模型/源码、基准和付费交付未核",
      "price": "无公开价表或合同",
      "stage": "官网简短销售入口，投资方描述定制与运营；模型/源码、基准和付费交付未核",
      "businessModel": "专有模型定制/训练与运行设施；项目训练、持续维护、推理和数据授权的净费/算力成本待核",
      "entityBasis": "创始人与投资方对应，精确法人及模型权属合同未核",
      "cohort": "投资方自报2026成立；独立登记及品牌起点待核",
      "teamBasis": "投资方人数，2026-11-01读取，具体人员统计截至日未知",
      "sourceType": "投资方及官网/条款",
      "notes": "beat frontier为营销主张，未读到独立测或公开权重；按模型定制/运营设施分类，不凭名称当通用基础模型已验证。",
      "evidenceIds": [
        "SR007F9-ZORBE-SR",
        "SR007F9-ZORBE-HOME"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前模型研发、Agent设施、软件构建、行业软件和具身数据部署交付分类；投资方标签不代表当前功能已独立核验",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只核公开业务说明及可读产品/条款，未执行产品或独立测试；模型口号/内部能力/SDK例子/界面指标不当独立效果，未发布功能保留状态。",
        "evidenceIds": [
          "SR007F9-ZORBE-SR",
          "SR007F9-ZORBE-HOME"
        ]
      }
    },
    {
      "id": "AI162",
      "name": "Ambiguous AI",
      "url": "https://www.ambiguous.ai",
      "channel": "S14",
      "cat": "C05",
      "year": 2025,
      "team": 4,
      "location": "Bellevue, Washington, United States of America（投资方资料）",
      "business": "多人及Agent共享应用、身份和数据的协作工作区。",
      "buyer": "企业团队、Agent开发者和办公用户",
      "delivery": "官网当前18应用，免费至5成员/1000月actions，与机构17应用为不同快照；CLI/MCP未运行",
      "price": "原$7/额外成员月等效年付，月付8.40；5=500追加actions永不过期，基础额度月重置",
      "businessModel": "免费团队＋席位＋AI actions/高级操作供应商成本，BYO外部Agent常规CRUD与内建Assistant收费分开",
      "entityBasis": "精确法人/独立登记未核，标志为团队履历不当企业采购",
      "stage": "官网当前18应用，免费至5成员/1000月actions，与机构17应用为不同快照；CLI/MCP未运行",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "来源自报与独立验证分开；免费/试用、签约/媒体标题、市场规模、客户回款/节省和演示不作已实现ARR。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C02",
        "SRPRO1-AMBIGUOUS-HOME"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按人/Agent协作办公、实体分销运营、互动音频、GPU云、福利分析和内审任务人工分类，不按批次/名企履历归类",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已核公开档案及可读官网/条款，未运行Agent、语音、GPU预订或产品；内部/演示结果及自述合规不当独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C02",
          "SRPRO1-AMBIGUOUS-HOME"
        ]
      }
    },
    {
      "id": "AI163",
      "name": "Anchr",
      "url": "https://anchr.tech",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "New York City, New York, United States of America（投资方资料）",
      "business": "以AI供应链员工连接实体商品企业的订单、采购、库存及财务工作流。",
      "buyer": "食品/工业MRO/医药/建材/消费品分销商",
      "delivery": "官网扩展多个实体分销行业，运行时有角色权限和批准，实际系统集成/付费未核",
      "price": "销售询价，无可核公开实价；网站条款为简短说明，实际服务合同未取得",
      "businessModel": "行业工作流软件与集成，采购货值、客户节省/ROI、一次实施/人力与持续软件净费须拆",
      "entityBasis": "Anchr, Inc.官网页脚自述，独立登记未核",
      "stage": "官网扩展多个实体分销行业，运行时有角色权限和批准，实际系统集成/付费未核",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "来源自报与独立验证分开；免费/试用、签约/媒体标题、市场规模、客户回款/节省和演示不作已实现ARR。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C03",
        "SRPRO1-ANCHR-HOME",
        "SRPRO1-ANCHR-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按人/Agent协作办公、实体分销运营、互动音频、GPU云、福利分析和内审任务人工分类，不按批次/名企履历归类",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已核公开档案及可读官网/条款，未运行Agent、语音、GPU预订或产品；内部/演示结果及自述合规不当独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C03",
          "SRPRO1-ANCHR-HOME",
          "SRPRO1-ANCHR-TERMS"
        ]
      }
    },
    {
      "id": "AI164",
      "name": "AndThen",
      "url": "https://andthen.chat/",
      "channel": "S14",
      "cat": "C09",
      "year": 2025,
      "team": 5,
      "location": "Los Angeles, California, United States of America（投资方资料）",
      "business": "以多Agent语音和叙事护栏提供可互动的角色故事、游戏及短节目。",
      "buyer": "互动娱乐消费者、创作者和IP合作方",
      "delivery": "首页体验列表动态加载，创作工具coming/upcoming；条款当前alpha/beta，未运行体验",
      "price": "可有免费/付费层，未读到套餐金额或实际合同",
      "businessModel": "消费者互动音频，语音/推理/内容制作/IP许可/录音与人工评估成本待核，开发者工具未发布",
      "entityBasis": "AndThen, Inc. Delaware自述；机构位置洛杉矶、条款主要营业地纽约属不同口径，登记未核",
      "stage": "首页体验列表动态加载，创作工具coming/upcoming；条款当前alpha/beta，未运行体验",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "来源自报与独立验证分开；免费/试用、签约/媒体标题、市场规模、客户回款/节省和演示不作已实现ARR。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C04",
        "SRPRO1-ANDTHEN-HOME",
        "SRPRO1-ANDTHEN-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按人/Agent协作办公、实体分销运营、互动音频、GPU云、福利分析和内审任务人工分类，不按批次/名企履历归类",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已核公开档案及可读官网/条款，未运行Agent、语音、GPU预订或产品；内部/演示结果及自述合规不当独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C04",
          "SRPRO1-ANDTHEN-HOME",
          "SRPRO1-ANDTHEN-TERMS"
        ]
      }
    },
    {
      "id": "AI165",
      "name": "Arise（arisecompute.com）",
      "url": "https://arisecompute.com/",
      "channel": "S14",
      "cat": "C02",
      "year": 2025,
      "team": 6,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "提供专用节点与按需GPU，支持开发、训练/微调及模型推理部署。",
      "buyer": "AI研发和部署团队",
      "delivery": "官网称DGX B300当前可租，1GW为路线目标；控制台明确sample data/演示，未预订或执行命令",
      "price": "联系询价，专用/按需与存储/网络/运维合同净费未核",
      "businessModel": "算力租赁及平台运营，容量/电力/GPU资本及利用率、资源承诺/按需费分开，不按纯软件毛利或模型ARR",
      "entityBasis": "Arise Labs页脚自述，独立运营/硬件所有权及登记未核",
      "stage": "官网称DGX B300当前可租，1GW为路线目标；控制台明确sample data/演示，未预订或执行命令",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "来源自报与独立验证分开；免费/试用、签约/媒体标题、市场规模、客户回款/节省和演示不作已实现ARR。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C06",
        "SRPRO1-ARISE-HOME"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按人/Agent协作办公、实体分销运营、互动音频、GPU云、福利分析和内审任务人工分类，不按批次/名企履历归类",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已核公开档案及可读官网/条款，未运行Agent、语音、GPU预订或产品；内部/演示结果及自述合规不当独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C06",
          "SRPRO1-ARISE-HOME"
        ]
      }
    },
    {
      "id": "AI166",
      "name": "Avenir AI（avenir.com.ai）",
      "url": "https://www.avenir.com.ai",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "用AI分析雇员福利理赔/利用率资料，优化计划、供应商和行政流程。",
      "buyer": "自保雇主及福利经纪商",
      "delivery": "官网仅可读福利分析与演示入口，机构自述签约名企；付款/效果和具体数据处理未核",
      "price": "无公开价格；原$1.9T市场、零营销花费不构成自身收入或CAC为零",
      "businessModel": "福利分析/优化软件，按雇主/成员/用量/节省分成与经纪人工成本的实际合同需核",
      "entityBasis": "精确法人及独立登记未核，同名公司不并入",
      "stage": "官网仅可读福利分析与演示入口，机构自述签约名企；付款/效果和具体数据处理未核",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "来源自报与独立验证分开；免费/试用、签约/媒体标题、市场规模、客户回款/节省和演示不作已实现ARR。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C09",
        "SRPRO1-AVENIR-HOME"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按人/Agent协作办公、实体分销运营、互动音频、GPU云、福利分析和内审任务人工分类，不按批次/名企履历归类",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已核公开档案及可读官网/条款，未运行Agent、语音、GPU预订或产品；内部/演示结果及自述合规不当独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C09",
          "SRPRO1-AVENIR-HOME"
        ]
      }
    },
    {
      "id": "AI167",
      "name": "Bead AI",
      "url": "https://usebead.ai",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "AI依据内审/SOX测试计划收证、测试、标注底稿并生成决策记录。",
      "buyer": "企业内审及合规团队",
      "delivery": "官网Cloud/Private Cloud/On-Prem三模式；公开条款是evaluation/free trial，商业合同未取得",
      "price": "未读到商业费率，免费评估条款不能当已签收入",
      "businessModel": "审计流程软件，部署/模型/集成/人工审核成本及正式商业净费需核，客户审计薪资/节省非自身收入",
      "entityBasis": "Bead Technologies Inc. Delaware条款自述，官网2024–2026版权不等成立年；独立登记未核",
      "stage": "官网Cloud/Private Cloud/On-Prem三模式；公开条款是evaluation/free trial，商业合同未取得",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "来源自报与独立验证分开；免费/试用、签约/媒体标题、市场规模、客户回款/节省和演示不作已实现ARR。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C11",
        "SRPRO1-BEAD-HOME",
        "SRPRO1-BEAD-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按人/Agent协作办公、实体分销运营、互动音频、GPU云、福利分析和内审任务人工分类，不按批次/名企履历归类",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已核公开档案及可读官网/条款，未运行Agent、语音、GPU预订或产品；内部/演示结果及自述合规不当独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C11",
          "SRPRO1-BEAD-HOME",
          "SRPRO1-BEAD-TERMS"
        ]
      }
    },
    {
      "id": "AI168",
      "name": "Marlo",
      "url": "https://marlo.today",
      "channel": "S14",
      "cat": "C06",
      "year": 2025,
      "team": 5,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "人才经纪机构的AI品牌交易工作台，处理询盘、条款、草稿及回款流程。",
      "buyer": "多创作者经纪/管理机构，兼有高inbound独立创作者",
      "delivery": "当前演示/early access；Gmail接入，默认草稿，自动发送须另开",
      "price": "价格/账期以订单或计划为准，公开金额未取得",
      "businessModel": "交易流程软件与实施，按席位/账号/交易收费及分成实际合同未核；模型/邮件集成/人工审核成本须分记",
      "entityBasis": "Marlo Today, Ltd.公开条款自述，独立登记及实际采购主体未核",
      "stage": "当前演示/early access；Gmail接入，默认草稿，自动发送须另开",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "机会/客户交易/案例效果、额度标价及试点都不当自身已实现ARR；技术描述与独立验证分开。",
      "evidenceIds": [
        "SRPRO1-P-SR004R-C25",
        "SR004F2-MARLO-HOME",
        "SR004F2-MARLO-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按交付任务归类：Marlo人才机构的收入流程为C06，Rehearsals跨产品/营销的企业研究为C05，不按AI/模型/创作者标签分类。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读公开交付/条款及Rehearsals基准方法，未连接邮箱/运行模拟；厂商结果、标志和内部harness不当独立性能或财务审计。",
        "evidenceIds": [
          "SRPRO1-P-SR004R-C25",
          "SR004F2-MARLO-HOME",
          "SR004F2-MARLO-TERMS"
        ]
      }
    },
    {
      "id": "AI169",
      "name": "Rehearsals",
      "url": "https://www.runrehearsals.com/",
      "channel": "S14",
      "cat": "C05",
      "year": 2025,
      "team": 10,
      "location": "New York, New York, United States of America（投资方资料）",
      "business": "真人面板AI分身模拟研究，支持产品、定价、营销和留存决策。",
      "buyer": "企业研究、产品及营销团队",
      "delivery": "平台/协作报告，30日pilot；API/MCP为高级套餐，未实际测试",
      "price": "按twin访谈额度分档，不限席位；未读到金额，Team月到期与高级年池分开",
      "businessModel": "模拟研究用量套餐＋真人招募/验证及高级治理；不是纯按席位，真实面板/人工审核/推理和销售交付成本待核",
      "entityBasis": "Deep Prediction Inc. dba Rehearsals条款自述，独立注册原件未核",
      "stage": "平台/协作报告，30日pilot；API/MCP为高级套餐，未实际测试",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "机会/客户交易/案例效果、额度标价及试点都不当自身已实现ARR；技术描述与独立验证分开。",
      "evidenceIds": [
        "SRPRO1-P-SR004R-C34",
        "SR004F2-REHEARSALS-HOME",
        "SR004F2-REHEARSALS-PRICE",
        "SR004F2-REHEARSALS-TERMS",
        "SR004F2-REHEARSALS-BENCH"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按交付任务归类：Marlo人才机构的收入流程为C06，Rehearsals跨产品/营销的企业研究为C05，不按AI/模型/创作者标签分类。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读公开交付/条款及Rehearsals基准方法，未连接邮箱/运行模拟；厂商结果、标志和内部harness不当独立性能或财务审计。",
        "evidenceIds": [
          "SRPRO1-P-SR004R-C34",
          "SR004F2-REHEARSALS-HOME",
          "SR004F2-REHEARSALS-PRICE",
          "SR004F2-REHEARSALS-TERMS",
          "SR004F2-REHEARSALS-BENCH"
        ]
      }
    },
    {
      "id": "AI170",
      "name": "BotBot",
      "url": "https://botbot.com",
      "channel": "S14",
      "cat": "C03",
      "year": 2025,
      "team": 5,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "语音AI行为控制、实验与业务结果观测层。",
      "buyer": "语音Agent开发和业务运营团队",
      "delivery": "接已有语音栈或另供Agent，业务UI/SDK协作；当前演示入口",
      "price": "无公开实价，软件层/自供Agent与电话/模型用量需拆",
      "businessModel": "行为运营平台；模型/语音/电信、流量实验和集成/人工成本待核",
      "entityBasis": "精确法人、成立原件及实际合同未核",
      "stage": "接已有语音栈或另供Agent，业务UI/SDK协作；当前演示入口",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款或研究说明",
      "notes": "客户交易、报价/工资/效果、融资和愿景均不当自身已实现ARR；产品自述与独立验证分开。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C13",
        "SR005F3-BOTBOT-HOME"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按实际买方任务区分语音Agent行为设施、招聘/硬件工程/制造专用应用和后训练数据，不按AI/RSI/人才履历标签归基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读可公开业务、条款及安全/研究说明；未运行SDK、Agent、招聘、模型训练或独立性能评估。官方注册/财务提交与技术效果独立验证分开。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C13",
          "SR005F3-BOTBOT-HOME"
        ]
      }
    },
    {
      "id": "AI171",
      "name": "Dex（meetdex.ai）",
      "url": "https://www.meetdex.ai",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 8,
      "location": "London & San Francisco, United Kingdom（投资方资料）",
      "business": "AI职业访谈/匹配及人类人才团队辅助的技术招聘服务。",
      "buyer": "资深工程师候选人及技术招聘雇主",
      "delivery": "候选端AI通话/匹配，雇主端含matchmaker/talent team及ATS/Slack介绍",
      "price": "候选人当前免费；雇主Business Terms/收费金额未取得",
      "businessModel": "双边招聘服务，雇主收费可能不同于候选人免费；实际按成功/岗位/订阅未核",
      "entityBasis": "Dex Talent Ltd，条款编号16276853对应英国官方2025-02-26成立登记",
      "stage": "候选端AI通话/匹配，雇主端含matchmaker/talent team及ATS/Slack介绍",
      "cohort": "英国官方同编号注册2025-02-26，产品起点与真实交付另核",
      "teamBasis": "公开档案2026-11-01读取，人数截至日未知；Dex另有2025期内含董事月均8人，不混作实时统计",
      "sourceType": "公开投资方档案、官网/条款及英国官方登记/申报",
      "notes": "报价/客户订单/薪资/节省/融资与自身净收入分开，实际付费及留存未知。Dex官方小实体申报免审计且未公开损益表，资产负债/现金不作营业额或ARR。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C17",
        "SR005F3-DEX-HOME",
        "SR005F3-DEX-COMPANIES",
        "SR005F3-DEX-TERMS",
        "SR005F3-DEX-REGISTER",
        "SR005F3-DEX-ACCOUNTS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按实际买方任务区分语音Agent行为设施、招聘/硬件工程/制造专用应用和后训练数据，不按AI/RSI/人才履历标签归基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读可公开业务、条款及安全/研究说明；未运行SDK、Agent、招聘、模型训练或独立性能评估。官方注册/财务提交与技术效果独立验证分开。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C17",
          "SR005F3-DEX-HOME",
          "SR005F3-DEX-COMPANIES",
          "SR005F3-DEX-TERMS",
          "SR005F3-DEX-REGISTER",
          "SR005F3-DEX-ACCOUNTS"
        ]
      }
    },
    {
      "id": "AI172",
      "name": "EverCurrent",
      "url": "https://evercurrent.ai",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "Oakland, California, United States of America（投资方资料）",
      "business": "AI关联硬件团队BOM/ECO、工具与决策知识，追踪变更影响及进度风险。",
      "buyer": "硬件研发/工程及制造协作团队",
      "delivery": "连接知识/变更及跨团队流程，注册入口；连接器具体范围正文不足",
      "price": "无公开金额/正式商业费率",
      "businessModel": "硬件工程知识软件及数据/工具集成，模型、连接器、权限/实施和持续维护成本待核",
      "entityBasis": "EverCurrent, Inc.条款自述，独立注册原件未核",
      "stage": "连接知识/变更及跨团队流程，注册入口；连接器具体范围正文不足",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款或研究说明",
      "notes": "客户交易、报价/工资/效果、融资和愿景均不当自身已实现ARR；产品自述与独立验证分开。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C20",
        "SR005F3-EVERCURRENT-HOME",
        "SR005F3-EVERCURRENT-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按实际买方任务区分语音Agent行为设施、招聘/硬件工程/制造专用应用和后训练数据，不按AI/RSI/人才履历标签归基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读可公开业务、条款及安全/研究说明；未运行SDK、Agent、招聘、模型训练或独立性能评估。官方注册/财务提交与技术效果独立验证分开。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C20",
          "SR005F3-EVERCURRENT-HOME",
          "SR005F3-EVERCURRENT-TERMS"
        ]
      }
    },
    {
      "id": "AI173",
      "name": "Forgepoint",
      "url": "https://forgepoint.ai/",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 8,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "制造业AI内勤销售Frank，处理RFQ至报价、人审和跟进。",
      "buyer": "制造工厂的销售、报价和工程团队",
      "delivery": "成本模型/图纸/历史报价上下文，按规则人工审批，接CRM/ERP，预约演示",
      "price": "未取得公开价格或采购合同",
      "businessModel": "制造专用销售软件与实施，报价客户交易额不等平台收入；数据整备/人审/ERP维护及推理成本待核",
      "entityBasis": "精确法人及独立注册/实际订单未核，安全自述不作注册/财务审计",
      "stage": "成本模型/图纸/历史报价上下文，按规则人工审批，接CRM/ERP，预约演示",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款或研究说明",
      "notes": "客户交易、报价/工资/效果、融资和愿景均不当自身已实现ARR；产品自述与独立验证分开。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C24",
        "SR005F3-FORGEPOINT-HOME",
        "SR005F3-FORGEPOINT-SECURITY"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按实际买方任务区分语音Agent行为设施、招聘/硬件工程/制造专用应用和后训练数据，不按AI/RSI/人才履历标签归基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读可公开业务、条款及安全/研究说明；未运行SDK、Agent、招聘、模型训练或独立性能评估。官方注册/财务提交与技术效果独立验证分开。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C24",
          "SR005F3-FORGEPOINT-HOME",
          "SR005F3-FORGEPOINT-SECURITY"
        ]
      }
    },
    {
      "id": "AI174",
      "name": "Jigsaw（jigsaw.build）",
      "url": "https://jigsaw.build",
      "channel": "S14",
      "cat": "C02",
      "year": 2025,
      "team": 3,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "为前沿AI实验室制作可评分研发任务、verifier及后训练数据产物。",
      "buyer": "前沿AI模型研发/后训练团队",
      "delivery": "研究与数据产物合作自述；公开可运行包、实测与交付合同未取得",
      "price": "无公开报价或授权/续购合同",
      "businessModel": "训练数据/任务/验证器交付，许可、专家研发及验收成本待核，不当通用基础模型订阅",
      "entityBasis": "精确法人和独立注册原件未核，同名数据/安全产品不并入",
      "stage": "研究与数据产物合作自述；公开可运行包、实测与交付合同未取得",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款或研究说明",
      "notes": "客户交易、报价/工资/效果、融资和愿景均不当自身已实现ARR；产品自述与独立验证分开。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C26",
        "SR005F3-JIGSAW-HOME",
        "SR005F3-JIGSAW-ABOUT"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按实际买方任务区分语音Agent行为设施、招聘/硬件工程/制造专用应用和后训练数据，不按AI/RSI/人才履历标签归基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读可公开业务、条款及安全/研究说明；未运行SDK、Agent、招聘、模型训练或独立性能评估。官方注册/财务提交与技术效果独立验证分开。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C26",
          "SR005F3-JIGSAW-HOME",
          "SR005F3-JIGSAW-ABOUT"
        ]
      }
    },
    {
      "id": "AI175",
      "name": "Jooba",
      "url": "https://jooba.com",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 6,
      "location": "Los Angeles, California, United States of America（投资方资料）",
      "business": "由招聘专家使用AI运行人才搜寻、触达、排期及招聘流程服务。",
      "buyer": "招聘量较高的企业及内部招聘团队",
      "delivery": "客户品牌外联，Slack交付候选，ATS/排期/报告及专家协作",
      "price": "按岗位月费/高量订阅，不限招聘；实价/具体订单未取得",
      "businessModel": "AI辅助招聘服务，按岗位月付不等纯软件ARR；专家/候选数据/外联基础设施/模型及交付成本待核",
      "entityBasis": "条款只称Jooba及affiliates，精确法人未核；官网firm与条款非employment agency的角色分列",
      "stage": "客户品牌外联，Slack交付候选，ATS/排期/报告及专家协作",
      "cohort": "投资方自报2025成立；独立登记及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款或研究说明",
      "notes": "客户交易、报价/工资/效果、融资和愿景均不当自身已实现ARR；产品自述与独立验证分开。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C27",
        "SR005F3-JOOBA-HOME",
        "SR005F3-JOOBA-TERMS",
        "SR005F3-JOOBA-PRIVACY"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按实际买方任务区分语音Agent行为设施、招聘/硬件工程/制造专用应用和后训练数据，不按AI/RSI/人才履历标签归基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "已读可公开业务、条款及安全/研究说明；未运行SDK、Agent、招聘、模型训练或独立性能评估。官方注册/财务提交与技术效果独立验证分开。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C27",
          "SR005F3-JOOBA-HOME",
          "SR005F3-JOOBA-TERMS",
          "SR005F3-JOOBA-PRIVACY"
        ]
      }
    },
    {
      "id": "AI176",
      "name": "Kanu AI",
      "url": "https://www.getkanu.com/",
      "channel": "S14",
      "cat": "C05",
      "year": 2025,
      "team": 10,
      "location": "Seattle, Washington, United States of America（投资方资料）",
      "business": "企业数据/知识治理、Agent与应用交付，含驻场工程/部署策略团队。",
      "buyer": "企业地产、私募、金融/保险及跨行业团队",
      "delivery": "多租/单租/客户云/本地部署自述；先按单工作流和验收标准上线",
      "price": "网站无价，软件/部署/数据/维护权责由客户合同另定",
      "businessModel": "企业软件＋FDE/部署策略与持续服务，实际软件/项目/维护费及工程/模型成本待核",
      "entityBasis": "Kanu AI Corp.网站条款自述，独立注册原件未核",
      "stage": "多租/单租/客户云/本地部署自述；先按单工作流和验收标准上线",
      "cohort": "投资方自报2025成立；独立注册及品牌/旧产品沿革待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "标价/赠额、客户效果/流水/节省、融资、示例数据及技术benchmark不当自身已实现收入。原网站与当前产品沿革保留，净费/付款/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C28",
        "SR005F4-KANU-HOME",
        "SR005F4-KANU-DEPLOY",
        "SR005F4-KANU-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前交付分企业通用工作、营销、设计到代码、行业供货及高效模型基础设施；软件、贸易总额与平台净费不混。Syzygy按模型/推理能力暂归C02，不把Qwen派生压缩称新通用基座。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读公开交付/定价/合同说明，未安装设计工具、接入客户云/Agent或提交采购；厂商效果不当独立评测。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C28",
          "SR005F4-KANU-HOME",
          "SR005F4-KANU-DEPLOY",
          "SR005F4-KANU-TERMS"
        ]
      }
    },
    {
      "id": "AI177",
      "name": "Limy AI",
      "url": "https://limy.ai",
      "channel": "S14",
      "cat": "C06",
      "year": 2025,
      "team": 35,
      "location": "New York, New York, United States of America（投资方资料）",
      "business": "品牌AI搜索可见度、Agent流量及客户行为归因分析。",
      "buyer": "品牌营销和增长团队",
      "delivery": "可见度/竞品、流量/归因及广告模块，演示入口",
      "price": "条款USD订阅，未取得金额/实际套餐",
      "businessModel": "营销分析与Agent交互软件，采集/模型、归因/内容/人工支持成本待核；客户流水非自身净费",
      "entityBasis": "条款只称Limy AI，精确法人及独立注册未核",
      "stage": "可见度/竞品、流量/归因及广告模块，演示入口",
      "cohort": "投资方自报2025成立；独立注册及品牌/旧产品沿革待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "标价/赠额、客户效果/流水/节省、融资、示例数据及技术benchmark不当自身已实现收入。原网站与当前产品沿革保留，净费/付款/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C31",
        "SR005F4-LIMY-HOME",
        "SR005F4-LIMY-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前交付分企业通用工作、营销、设计到代码、行业供货及高效模型基础设施；软件、贸易总额与平台净费不混。Syzygy按模型/推理能力暂归C02，不把Qwen派生压缩称新通用基座。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读公开交付/定价/合同说明，未安装设计工具、接入客户云/Agent或提交采购；厂商效果不当独立评测。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C31",
          "SR005F4-LIMY-HOME",
          "SR005F4-LIMY-TERMS"
        ]
      }
    },
    {
      "id": "AI178",
      "name": "Pen.dev（原Pencil）",
      "url": "https://www.pen.dev/",
      "channel": "S14",
      "cat": "C04",
      "year": 2025,
      "team": 9,
      "location": "CA, California, United States of America（投资方资料）",
      "business": "面向工程师的AI设计画布及代码工作流，连接外部Agent/模型。",
      "buyer": "软件工程师、设计者及产品团队",
      "delivery": "本地编辑器、网页/IDE、.pen格式及MCP；未下载安装",
      "price": "初始原$16/48每用户月，账期选态未核；免费5天/月，MCP调用与模型/图像额度分开",
      "businessModel": "免费编辑器＋按席位订阅/托管额度/团队控制，BYO供应商另付；模型/图像/分享存储成本待核",
      "entityBasis": "High Agency, Inc.条款自述；pencil.dev重定向pen.dev及原投资方相连，注册原件未核",
      "stage": "本地编辑器、网页/IDE、.pen格式及MCP；未下载安装",
      "cohort": "投资方自报2025成立；独立注册及品牌/旧产品沿革待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "标价/赠额、客户效果/流水/节省、融资、示例数据及技术benchmark不当自身已实现收入。原网站与当前产品沿革保留，净费/付款/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C42",
        "SR005F4-PEN-HOME",
        "SR005F4-PEN-PRICE",
        "SR005F4-PEN-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前交付分企业通用工作、营销、设计到代码、行业供货及高效模型基础设施；软件、贸易总额与平台净费不混。Syzygy按模型/推理能力暂归C02，不把Qwen派生压缩称新通用基座。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读公开交付/定价/合同说明，未安装设计工具、接入客户云/Agent或提交采购；厂商效果不当独立评测。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C42",
          "SR005F4-PEN-HOME",
          "SR005F4-PEN-PRICE",
          "SR005F4-PEN-TERMS"
        ]
      }
    },
    {
      "id": "AI179",
      "name": "Sourcerer",
      "url": "https://sourcererai.com",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "AI辅助采购聚单、质检、物流清关及账期供货。",
      "buyer": "分销/批发、零售和制造/MRO采购团队",
      "delivery": "按一口落地价、供应商和发票交付实物；人类质检与Agent文档核对并行",
      "price": "按规格询价；网站通用订阅不代实物采购合同",
      "businessModel": "供货/贸易及AI流程，货物成本、运费、质检/库存/融资风险与平台净费要分；不按纯SaaS ARR",
      "entityBasis": "Sourcerer, Inc.条款标题自述；实物订单/货权及注册原件未核",
      "stage": "按一口落地价、供应商和发票交付实物；人类质检与Agent文档核对并行",
      "cohort": "投资方自报2025成立；独立注册及品牌/旧产品沿革待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "标价/赠额、客户效果/流水/节省、融资、示例数据及技术benchmark不当自身已实现收入。原网站与当前产品沿革保留，净费/付款/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C51",
        "SR005F4-SOURCERER-HOME",
        "SR005F4-SOURCERER-QUALITY",
        "SR005F4-SOURCERER-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前交付分企业通用工作、营销、设计到代码、行业供货及高效模型基础设施；软件、贸易总额与平台净费不混。Syzygy按模型/推理能力暂归C02，不把Qwen派生压缩称新通用基座。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读公开交付/定价/合同说明，未安装设计工具、接入客户云/Agent或提交采购；厂商效果不当独立评测。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C51",
          "SR005F4-SOURCERER-HOME",
          "SR005F4-SOURCERER-QUALITY",
          "SR005F4-SOURCERER-TERMS"
        ]
      }
    },
    {
      "id": "AI180",
      "name": "Syzygy（原Maniac）",
      "url": "https://withsyzygy.com/",
      "channel": "S14",
      "cat": "C02",
      "year": 2025,
      "team": 4,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "压缩/高效派生模型及本地推理，Mach Studio为分发/操作入口。",
      "buyer": "本地模型开发者、企业及个人Agent用户",
      "delivery": "当前模型产物/Mac beta，候补推理与托管计划并列，未实测",
      "price": "本地免费/BYOK，原$20月Pro含20推理额度、按token托管；实价结算未核",
      "businessModel": "开放模型/部分运行组件＋专有桌面/托管服务；压缩数据/算力及推理/连接成本待核",
      "entityBasis": "Syzygy, Inc.条款自述；maniac.ai重定向，旧Pioneer业务与现产品财务不可直接迁移",
      "stage": "当前模型产物/Mac beta，候补推理与托管计划并列，未实测",
      "cohort": "投资方自报2025成立；独立注册及品牌/旧产品沿革待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款、官方模型卡/仓库元数据",
      "notes": "标价/赠额、客户效果/流水/节省、融资、示例数据及技术benchmark不当自身已实现收入。原网站与当前产品沿革保留，净费/付款/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C52",
        "SR005F4-SYZYGY-HOME",
        "SR005F4-SYZYGY-PRODUCT",
        "SR005F4-SYZYGY-TERMS",
        "SR005F4-SYZYGY-CARD",
        "SR005F4-SYZYGY-FILES",
        "SR005F4-SYZYGY-SECURITY"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按当前交付分企业通用工作、营销、设计到代码、行业供货及高效模型基础设施；软件、贸易总额与平台净费不混。Syzygy按模型/推理能力暂归C02，不把Qwen派生压缩称新通用基座。",
      "technicalReview": {
        "level": "public-artifact",
        "reviewedAt": "2026-11-01",
        "summary": "Syzygy仅核官方模型卡和权重/解码脚本文件清单，未下载权重、执行或独立复现，文本权重与embedding/视觉内存范围分开。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C52",
          "SR005F4-SYZYGY-HOME",
          "SR005F4-SYZYGY-PRODUCT",
          "SR005F4-SYZYGY-TERMS",
          "SR005F4-SYZYGY-CARD",
          "SR005F4-SYZYGY-FILES",
          "SR005F4-SYZYGY-SECURITY"
        ]
      }
    },
    {
      "id": "AI181",
      "name": "Emanate",
      "url": "https://emanate.ai/",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 7,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "工业材料企业的AI询盘/报价、扩张、线索与定价运营。",
      "buyer": "工业材料分销/制造销售团队",
      "delivery": "四类运营Agent，实际部署/人工审批规则与系统接入待合同核",
      "price": "演示询价，无公开软件实价",
      "businessModel": "行业收入运营软件及集成，客户revenue impact非自身净费；数据/模型/人工及维护成本待核",
      "entityBasis": "EMANATE AI INC网站条款自述，独立登记未核",
      "stage": "四类运营Agent，实际部署/人工审批规则与系统接入待合同核",
      "cohort": "投资方自报2026成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "报价/赠额、客户效果/合作洽谈、融资目标/示例及基准分数不作自身收入；五家2026、一家2025均仍为成立自报。实际净费/付款/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C17",
        "SR006F5-EMANATE-HOME",
        "SR006F5-EMANATE-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "工业与铁路、公共政策按行业应用；人机工作区按企业通用工作；有界决策/验证及通信执行按Agent设施，不以小模型/政府标签归通用模型或防务。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读业务、条款和自述方法；Prior所链论文是学术方法证据非产品独立实测，ZeroDrift明确基准自报/独立运行尚在进行。未执行API、Agent、铁路操作或研究代码。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C17",
          "SR006F5-EMANATE-HOME",
          "SR006F5-EMANATE-TERMS"
        ]
      }
    },
    {
      "id": "AI182",
      "name": "Kaaro",
      "url": "https://kaaro.ai",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 2,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "铁路AI运营同事，汇集记录、主动更新、文书/账单和事件工作流。",
      "buyer": "铁路运营及后台团队",
      "delivery": "官网请求early access，投资方合作及洽谈自述，实际部署未核",
      "price": "无公开价格/采购协议",
      "businessModel": "铁路行业软件及集成，部署、专业审核/数据和长期维护成本待核；客户规模/演示车次非收入",
      "entityBasis": "精确法人及独立注册原件未核",
      "stage": "官网请求early access，投资方合作及洽谈自述，实际部署未核",
      "cohort": "投资方自报2026成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "报价/赠额、客户效果/合作洽谈、融资目标/示例及基准分数不作自身收入；五家2026、一家2025均仍为成立自报。实际净费/付款/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C23",
        "SR006F5-KAARO-HOME"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "工业与铁路、公共政策按行业应用；人机工作区按企业通用工作；有界决策/验证及通信执行按Agent设施，不以小模型/政府标签归通用模型或防务。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读业务、条款和自述方法；Prior所链论文是学术方法证据非产品独立实测，ZeroDrift明确基准自报/独立运行尚在进行。未执行API、Agent、铁路操作或研究代码。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C23",
          "SR006F5-KAARO-HOME"
        ]
      }
    },
    {
      "id": "AI183",
      "name": "Modaic",
      "url": "https://modaic.dev",
      "channel": "S14",
      "cat": "C03",
      "year": 2025,
      "team": 2,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "提供有界决策、类型化答案、概率及置信度，用于分类/审核和Agent评估。",
      "buyer": "AI决策/审核/Agent应用开发团队",
      "delivery": "当前分析模型云/公开Agent storefront，Mo/Mo Fast说明；未调用API",
      "price": "自助支付入口不证明具体价格已取得，单位费率/合同未知",
      "businessModel": "按决策API可能用量收费，计费单位、模型/校准、人类反馈/审核成本待核，不由可付款推收入",
      "entityBasis": "精确法人及独立登记未核，未开户/付款或接受页面操作指令",
      "stage": "当前分析模型云/公开Agent storefront，Mo/Mo Fast说明；未调用API",
      "cohort": "投资方自报2025成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "报价/赠额、客户效果/合作洽谈、融资目标/示例及基准分数不作自身收入；五家2026、一家2025均仍为成立自报。实际净费/付款/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C27",
        "SR006F5-MODAIC-HOME",
        "SR006F5-MODAIC-STOREFRONT"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "工业与铁路、公共政策按行业应用；人机工作区按企业通用工作；有界决策/验证及通信执行按Agent设施，不以小模型/政府标签归通用模型或防务。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读业务、条款和自述方法；Prior所链论文是学术方法证据非产品独立实测，ZeroDrift明确基准自报/独立运行尚在进行。未执行API、Agent、铁路操作或研究代码。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C27",
          "SR006F5-MODAIC-HOME",
          "SR006F5-MODAIC-STOREFRONT"
        ]
      }
    },
    {
      "id": "AI184",
      "name": "Oasis（joinoasis.com）",
      "url": "https://joinoasis.com",
      "channel": "S14",
      "cat": "C05",
      "year": 2026,
      "team": 5,
      "location": "New York, New York, United States of America（投资方资料）",
      "business": "人和Agent协作工作区，跨工具/独立电脑与团队记忆协同。",
      "buyer": "跨工程、GTM、财务及运营团队",
      "delivery": "当前beta/免费开始、模板与多通道展示；套餐与实际收费未知",
      "price": "未读到公开金额，免费/图片付费客户文案不作净费",
      "businessModel": "团队软件/Agent运行与连接，电脑/模型/同步/记忆、权限及人工支持成本待核",
      "entityBasis": "Mercury Intelligence Inc.条款自述，独立注册未核，同名Oasis不合并",
      "stage": "当前beta/免费开始、模板与多通道展示；套餐与实际收费未知",
      "cohort": "投资方自报2026成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "报价/赠额、客户效果/合作洽谈、融资目标/示例及基准分数不作自身收入；五家2026、一家2025均仍为成立自报。实际净费/付款/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C29",
        "SR006F5-OASIS-HOME",
        "SR006F5-OASIS-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "工业与铁路、公共政策按行业应用；人机工作区按企业通用工作；有界决策/验证及通信执行按Agent设施，不以小模型/政府标签归通用模型或防务。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读业务、条款和自述方法；Prior所链论文是学术方法证据非产品独立实测，ZeroDrift明确基准自报/独立运行尚在进行。未执行API、Agent、铁路操作或研究代码。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C29",
          "SR006F5-OASIS-HOME",
          "SR006F5-OASIS-TERMS"
        ]
      }
    },
    {
      "id": "AI185",
      "name": "Prior Foundry",
      "url": "https://priorfoundry.com",
      "channel": "S14",
      "cat": "C07",
      "year": 2026,
      "team": 7,
      "location": "Paris, France（投资方资料）",
      "business": "政府项目监测、公众反馈、情景模拟及政策评价的AI决策平台。",
      "buyer": "政府和公共政策研究/执行团队",
      "delivery": "研究/访谈Agent辅助，保留人审、证据溯源，私有环境自述；演示入口",
      "price": "无公开实价或政府采购合同",
      "businessModel": "公共部门软件及研究/部署服务，公众访谈/授权、研究人员、模型和采购交付成本待核",
      "entityBasis": "隐私页列Prior Foundry SAS/Inc.，精确合同关系及注册原件未核，不拆重复公司",
      "stage": "研究/访谈Agent辅助，保留人审、证据溯源，私有环境自述；演示入口",
      "cohort": "投资方自报2026成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款、官网所链学术方法论文",
      "notes": "报价/赠额、客户效果/合作洽谈、融资目标/示例及基准分数不作自身收入；五家2026、一家2025均仍为成立自报。实际净费/付款/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C38",
        "SR006F5-PRIOR-HOME",
        "SR006F5-PRIOR-PRIVACY",
        "SR006F5-PRIOR-PAPER"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "工业与铁路、公共政策按行业应用；人机工作区按企业通用工作；有界决策/验证及通信执行按Agent设施，不以小模型/政府标签归通用模型或防务。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读业务、条款和自述方法；Prior所链论文是学术方法证据非产品独立实测，ZeroDrift明确基准自报/独立运行尚在进行。未执行API、Agent、铁路操作或研究代码。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C38",
          "SR006F5-PRIOR-HOME",
          "SR006F5-PRIOR-PRIVACY",
          "SR006F5-PRIOR-PAPER"
        ]
      }
    },
    {
      "id": "AI186",
      "name": "ZeroDrift",
      "url": "https://zerodrift.com",
      "channel": "S14",
      "cat": "C03",
      "year": 2026,
      "team": 12,
      "location": "New York, New York, United States of America（投资方资料）",
      "business": "AI通信发送前的规则执行、检测/改写/拦截和审查证据设施。",
      "buyer": "受监管企业的工程、安全与合规团队",
      "delivery": "云及VPC自述、消息API与规则治理；独立基准运行尚在进行",
      "price": "原$0.002/0.01/0.05每至2000token消息，规则训练/加费另计；计算器分母待账单核",
      "businessModel": "消息用量＋规则训练/企业部署，模型/人工规则维护/重验和专业责任成本分记，赠额非收入",
      "entityBasis": "ZeroDrift, Inc. Delaware条款自述，独立注册/正式订单未核",
      "stage": "云及VPC自述、消息API与规则治理；独立基准运行尚在进行",
      "cohort": "投资方自报2026成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款",
      "notes": "报价/赠额、客户效果/合作洽谈、融资目标/示例及基准分数不作自身收入；五家2026、一家2025均仍为成立自报。实际净费/付款/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C59",
        "SR006F5-ZERODRIFT-HOME",
        "SR006F5-ZERODRIFT-PRICE",
        "SR006F5-ZERODRIFT-TERMS",
        "SR006F5-ZERODRIFT-ANCHOR"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "工业与铁路、公共政策按行业应用；人机工作区按企业通用工作；有界决策/验证及通信执行按Agent设施，不以小模型/政府标签归通用模型或防务。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读业务、条款和自述方法；Prior所链论文是学术方法证据非产品独立实测，ZeroDrift明确基准自报/独立运行尚在进行。未执行API、Agent、铁路操作或研究代码。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C59",
          "SR006F5-ZERODRIFT-HOME",
          "SR006F5-ZERODRIFT-PRICE",
          "SR006F5-ZERODRIFT-TERMS",
          "SR006F5-ZERODRIFT-ANCHOR"
        ]
      }
    },
    {
      "id": "AI187",
      "name": "Amdahl",
      "url": "https://www.amdahl.ai",
      "channel": "S14",
      "cat": "C06",
      "year": 2025,
      "team": 5,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "基于企业买方对话/CRM的检索、GTM草稿评估及提示优化。",
      "buyer": "B2B销售/增长团队及其Agent开发者",
      "delivery": "API/MCP、beta/候补；用企业上下文检索/评估，未实测",
      "price": "Search原$0.017起/run、Evals0.34起/run，MCP按API计，月用量/预算封顶、年锁费率",
      "businessModel": "GTM检索/评估用量软件，索引/模型/迭代run/集成支持成本待核；4M pipeline非收入",
      "entityBasis": "Amdahl Inc.官网页脚自述，独立注册及实际订单未核",
      "stage": "API/MCP、beta/候补；用企业上下文检索/评估，未实测",
      "cohort": "投资方自报2025成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款/价格",
      "notes": "管线、客户留存/节省/挽回、税表工资/退款及页面样例不是自身收入；报价不等实收，实际净费/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C04",
        "SR006F6-AMDAHL-HOME",
        "SR006F6-AMDAHL-PRICE",
        "SR006F6-AMDAHL-TERMS",
        "SR006F6-AMDAHL-SR"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按GTM/留存运营归C06，专业税务流程归C07，不按客户资金流或API形式认金融交易/通用基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核公开交付、计费和人审边界，未调用API/MCP、准备报税、取消订阅或独立验证基准；安全/效果为厂商说明。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C04",
          "SR006F6-AMDAHL-HOME",
          "SR006F6-AMDAHL-PRICE",
          "SR006F6-AMDAHL-TERMS",
          "SR006F6-AMDAHL-SR"
        ]
      }
    },
    {
      "id": "AI188",
      "name": "Grove Tax",
      "url": "https://www.grove.tax/",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "税务专业人员的AI客户收件、底稿、准备及审核交付工作流。",
      "buyer": "税务事务所/专业准备人员",
      "delivery": "Grove准备，人类审核签字，再由现有税务软件申报；部分集成即将上线",
      "price": "平台按return或月/年固定不限，AI Prep另按复杂度/份数，具体金额询价",
      "businessModel": "平台软件＋按准备申报用量，预购/年付现金与履约收入分开，税季重复需求与人工审核成本待核",
      "entityBasis": "Grove Tax, Inc.2025-12-09条款自述，独立注册原件未核",
      "stage": "Grove准备，人类审核签字，再由现有税务软件申报；部分集成即将上线",
      "cohort": "投资方自报2025成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款/价格",
      "notes": "管线、客户留存/节省/挽回、税表工资/退款及页面样例不是自身收入；报价不等实收，实际净费/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C18",
        "SR006F6-GROVE-HOME",
        "SR006F6-GROVE-PRICE",
        "SR006F6-GROVE-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按GTM/留存运营归C06，专业税务流程归C07，不按客户资金流或API形式认金融交易/通用基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核公开交付、计费和人审边界，未调用API/MCP、准备报税、取消订阅或独立验证基准；安全/效果为厂商说明。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C18",
          "SR006F6-GROVE-HOME",
          "SR006F6-GROVE-PRICE",
          "SR006F6-GROVE-TERMS"
        ]
      }
    },
    {
      "id": "AI189",
      "name": "Sirius（thesirius.ai）",
      "url": "https://thesirius.ai/",
      "channel": "S14",
      "cat": "C06",
      "year": 2025,
      "team": 15,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "取消场景个性化挽留与AI客服留存策略，持续对照评估。",
      "buyer": "消费者订阅公司的留存/客服团队",
      "delivery": "Widget及REST/MCP接AI客服，预算/资格控制、取消可继续，演示入口",
      "price": "未见公开金额/商业订单，不猜挽回金额分成费率",
      "businessModel": "订阅留存软件及集成，实际按量/订阅/效果合同未知；留存提升和客户挽回额不等软件净费",
      "entityBasis": "Sirius Technology Inc.网站条款、页脚Sirius, Inc.分列，精确登记未核",
      "stage": "Widget及REST/MCP接AI客服，预算/资格控制、取消可继续，演示入口",
      "cohort": "投资方自报2025成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款/价格",
      "notes": "管线、客户留存/节省/挽回、税表工资/退款及页面样例不是自身收入；报价不等实收，实际净费/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C46",
        "SR006F6-SIRIUS-HOME",
        "SR006F6-SIRIUS-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按GTM/留存运营归C06，专业税务流程归C07，不按客户资金流或API形式认金融交易/通用基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核公开交付、计费和人审边界，未调用API/MCP、准备报税、取消订阅或独立验证基准；安全/效果为厂商说明。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C46",
          "SR006F6-SIRIUS-HOME",
          "SR006F6-SIRIUS-TERMS"
        ]
      }
    },
    {
      "id": "AI190",
      "name": "Fearn",
      "url": "https://fearn.ai",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 7,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "AI辅助专利检索/起草与专家审阅、专利组合管理及固定价法律交付。",
      "buyer": "创业公司/有专利组合的企业",
      "delivery": "平台、专利专家和固定价申请共同交付，先签专业委托书",
      "price": "Launch原$5,000/年含retainer及2次检索、≤10专利族；申请另固定价",
      "businessModel": "年度顾问/软件组合＋专业申请服务，政府/当地事务所费用及抵扣分列，实收/成本未知",
      "entityBasis": "Fearn AI, Inc.在线条款；Fearn Legal, LLC法律服务自述，独立登记及收费主体分配未核",
      "stage": "平台、专利专家和固定价申请共同交付，先签专业委托书",
      "cohort": "投资方自报2025成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/公开条款/价格",
      "notes": "标价、用户/预约、客户研究节省或run rate不当已核ARR；实际净收入、付款与完整成本未知。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C22",
        "SRCARE1-FEARN-HOME",
        "SRCARE1-FEARN-PRICE",
        "SRCARE1-FEARN-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按实际买方任务：专业法律/医疗流程归C07，家庭语音协调和陪伴设备归C09；同类分别保留软件、临床/法律服务、协调费和硬件收费模式。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核官网/公开资源、交付和收费边界，未调用AI、处理患者/案件或购买设备；效果/安全/资质为自述，未独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C22",
          "SRCARE1-FEARN-HOME",
          "SRCARE1-FEARN-PRICE",
          "SRCARE1-FEARN-TERMS"
        ]
      }
    },
    {
      "id": "AI191",
      "name": "Logical Health",
      "url": "https://logical.health/",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "Palo Alto, California, United States of America（投资方资料）",
      "business": "支付方/医疗机构的AI成员沟通、预约、福利和交通工作流。",
      "buyer": "医疗支付方、TPA及医疗机构",
      "delivery": "双向短信多渠道，接成员数据、规则追踪、必要时转人工",
      "price": "未见公开金额/按成员、用量或效果的合同，不推定",
      "businessModel": "医疗运营软件及成员支持，消息/模型、规则集成、人工转交成本待核",
      "entityBasis": "Logical Health, Inc.官网和隐私政策自述，独立注册、BAA/付费合同未取得",
      "stage": "双向短信多渠道，接成员数据、规则追踪、必要时转人工",
      "cohort": "投资方自报2025成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/公开条款/价格",
      "notes": "标价、用户/预约、客户研究节省或run rate不当已核ARR；实际净收入、付款与完整成本未知。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C33",
        "SRCARE1-LOGICAL-HOME",
        "SRCARE1-LOGICAL-LEGAL",
        "SRCARE1-LOGICAL-SR"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按实际买方任务：专业法律/医疗流程归C07，家庭语音协调和陪伴设备归C09；同类分别保留软件、临床/法律服务、协调费和硬件收费模式。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核官网/公开资源、交付和收费边界，未调用AI、处理患者/案件或购买设备；效果/安全/资质为自述，未独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C33",
          "SRCARE1-LOGICAL-HOME",
          "SRCARE1-LOGICAL-LEGAL",
          "SRCARE1-LOGICAL-SR"
        ]
      }
    },
    {
      "id": "AI192",
      "name": "Advocate（Advocate Wellbeing）",
      "url": "https://advocatewellbeing.com",
      "channel": "S14",
      "cat": "C09",
      "year": 2025,
      "team": 4,
      "location": "New York, New York, United States of America（投资方资料）",
      "business": "老人与家庭通过AI语音安排出行、购物/家务及日常事务，人员监督和服务协调。",
      "buyer": "老年用户、家属或授权代表",
      "delivery": "电话/短信/web/app、AI应答与人工监督、第三方实际履约，确认后代购",
      "price": "条款通常原$25/月含90分钟，超额0.30/分钟；代购成本＋10%协调费",
      "businessModel": "会员＋语音用量＋服务协调，代付第三方成本与自身份额分账，不按全部支付流水估净收入",
      "entityBasis": "Advocate Wellbeing, Inc.公开条款自述，独立登记/购买界面及付款未核",
      "stage": "电话/短信/web/app、AI应答与人工监督、第三方实际履约，确认后代购",
      "cohort": "投资方自报2025成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/公开条款/价格",
      "notes": "标价、用户/预约、客户研究节省或run rate不当已核ARR；实际净收入、付款与完整成本未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C02",
        "SRCARE1-ADVOCATE-PUBLIC",
        "SRCARE1-ADVOCATE-TERMS",
        "SRCARE1-ADVOCATE-PRIVACY"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按实际买方任务：专业法律/医疗流程归C07，家庭语音协调和陪伴设备归C09；同类分别保留软件、临床/法律服务、协调费和硬件收费模式。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核官网/公开资源、交付和收费边界，未调用AI、处理患者/案件或购买设备；效果/安全/资质为自述，未独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C02",
          "SRCARE1-ADVOCATE-PUBLIC",
          "SRCARE1-ADVOCATE-TERMS",
          "SRCARE1-ADVOCATE-PRIVACY"
        ]
      }
    },
    {
      "id": "AI193",
      "name": "Concorda",
      "url": "https://www.concordahq.com",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "New York, New York, United States of America（投资方资料）",
      "business": "诉讼团队AI材料关联、法律检索/引用验证及文书起草软件。",
      "buyer": "诉讼律师、事务所及企业法律团队",
      "delivery": "当前公开为按席位平台，客户独立专业复核；原档案法律服务另需核约",
      "price": "Monthly原$350/用户/月，前两周免费；企业>10席另询；条款USD",
      "businessModel": "按席位法律工作流软件；法律服务主体/收费另未核，软件和专业服务收入不混",
      "entityBasis": "Concorda, Inc. Delaware条款自述；软件不执业，独立注册和原档案法律服务实体未核",
      "stage": "当前公开为按席位平台，客户独立专业复核；原档案法律服务另需核约",
      "cohort": "投资方自报2025成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/公开条款/价格",
      "notes": "标价、用户/预约、客户研究节省或run rate不当已核ARR；实际净收入、付款与完整成本未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C15",
        "SRCARE1-CONCORDA-HOME",
        "SRCARE1-CONCORDA-PRICE",
        "SRCARE1-CONCORDA-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按实际买方任务：专业法律/医疗流程归C07，家庭语音协调和陪伴设备归C09；同类分别保留软件、临床/法律服务、协调费和硬件收费模式。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核官网/公开资源、交付和收费边界，未调用AI、处理患者/案件或购买设备；效果/安全/资质为自述，未独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C15",
          "SRCARE1-CONCORDA-HOME",
          "SRCARE1-CONCORDA-PRICE",
          "SRCARE1-CONCORDA-TERMS"
        ]
      }
    },
    {
      "id": "AI194",
      "name": "Miraka",
      "url": "https://miraka.ai",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 3,
      "location": "New York, New York, United States of America（投资方资料）",
      "business": "临床团队结合AI风险识别和持续数据监测的居家心脏照护。",
      "buyer": "转诊医疗机构、患者及保险支付方；实际合同买方待核",
      "delivery": "临床团队、保险/设备和入组服务，公开合作入口，未核真实合同",
      "price": "保险覆盖为自述，具体费率、结算/拒赔及付款方未知",
      "businessModel": "临床服务＋AI监测，人员/设备与保险回款成本，annual run rate定义缺项不作订阅ARR",
      "entityBasis": "仅Miraka品牌/官网，精确法人及专业合同/登记未核",
      "stage": "临床团队、保险/设备和入组服务，公开合作入口，未核真实合同",
      "cohort": "投资方自报2025成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/公开条款/价格",
      "notes": "标价、用户/预约、客户研究节省或run rate不当已核ARR；实际净收入、付款与完整成本未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C25",
        "SRCARE1-MIRAKA-HOME",
        "SRCARE1-MIRAKA-PROVIDERS",
        "SRCARE1-MIRAKA-SR"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按实际买方任务：专业法律/医疗流程归C07，家庭语音协调和陪伴设备归C09；同类分别保留软件、临床/法律服务、协调费和硬件收费模式。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核官网/公开资源、交付和收费边界，未调用AI、处理患者/案件或购买设备；效果/安全/资质为自述，未独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C25",
          "SRCARE1-MIRAKA-HOME",
          "SRCARE1-MIRAKA-PROVIDERS",
          "SRCARE1-MIRAKA-SR"
        ]
      }
    },
    {
      "id": "AI195",
      "name": "Quo Labs / Sam",
      "url": "https://withsam.com",
      "channel": "S14",
      "cat": "C09",
      "year": 2025,
      "team": 2,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "老年家庭语音陪伴设备，日常沟通/提醒和家属摘要应用。",
      "buyer": "老人家庭及为其购买的家属",
      "delivery": "beta联网硬件＋免费家庭app；新订单称下月交货",
      "price": "单机149.99 USD，现批次无订阅；家庭app/一年保修免费，未来订阅可能变化",
      "businessModel": "一次硬件收入支持持续语音/云服务；硬件毛利、履约/退换/保修与每台终身服务成本待核",
      "entityBasis": "Quo Labs档案指向Sam官网，精确法律实体/合同未核，品牌关联不当登记证明",
      "stage": "beta联网硬件＋免费家庭app；新订单称下月交货",
      "cohort": "投资方自报2025成立；独立注册和品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/公开条款/价格",
      "notes": "标价、用户/预约、客户研究节省或run rate不当已核ARR；实际净收入、付款与完整成本未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C41",
        "SRCARE1-SAM-HOME",
        "SRCARE1-SAM-PRICE",
        "SRCARE1-SAM-SR"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按实际买方任务：专业法律/医疗流程归C07，家庭语音协调和陪伴设备归C09；同类分别保留软件、临床/法律服务、协调费和硬件收费模式。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核官网/公开资源、交付和收费边界，未调用AI、处理患者/案件或购买设备；效果/安全/资质为自述，未独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C41",
          "SRCARE1-SAM-HOME",
          "SRCARE1-SAM-PRICE",
          "SRCARE1-SAM-SR"
        ]
      }
    },
    {
      "id": "AI196",
      "name": "Alike",
      "url": "https://alike.dev",
      "channel": "S14",
      "cat": "C03",
      "year": 2025,
      "team": 8,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "多Agent团队共享决策/任务上下文、并行工作协调及人类确认。",
      "buyer": "企业Agent/软件开发团队",
      "delivery": "early access，CLI/MCP及工作工具集成；相关动作/提议由用户规则控制",
      "price": "条款支持免费及预付收费，具体金额/分母未公开",
      "businessModel": "共享上下文/协调设施，索引、同步/权限和持续存储成本待核",
      "entityBasis": "Alike Labs, Inc.条款自述，alike.work/dev同产品域，独立注册未核",
      "stage": "early access，CLI/MCP及工作工具集成；相关动作/提议由用户规则控制",
      "cohort": "投资方自报2025成立；独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/价格/条款",
      "notes": "签约、客户订单/节省、测试模型费用、处理量/用户及融资不是已核ARR；实际履约净收入/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C03",
        "SRENTER1-ALIKE-HOME",
        "SRENTER1-ALIKE-TERMS",
        "SRENTER1-ALIKE-PRIVACY"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "共享多Agent上下文设施归C03、跨团队组织记忆归C05；重车、分销、建筑和咨询专门流程归C07，保留软件/实施/采购协调的交付差异。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核公开业务、部署/权限及合同条款，未安装软件/CLI/MCP或连接企业数据；测试分数/安全/客户效率为自报，未独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C03",
          "SRENTER1-ALIKE-HOME",
          "SRENTER1-ALIKE-TERMS",
          "SRENTER1-ALIKE-PRIVACY"
        ]
      }
    },
    {
      "id": "AI197",
      "name": "Heavi",
      "url": "https://Heaviai.com",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "重型车辆零件识别、供应商询价、选择确认及采购/配送协调。",
      "buyer": "车队、重型车维修及零件团队",
      "delivery": "公开early access；用户确认后下单/配送协调，设计伙伴及签约为自报",
      "price": "具体软件/交易费或贸易差价未公开；100K仅签约声明",
      "businessModel": "行业工作流＋零件采购协调，货权/总额净额/佣金、人工询价与适配/退货责任待核",
      "entityBasis": "Heavi Inc网站隐私自述，独立注册及实际零件合同未核",
      "stage": "公开early access；用户确认后下单/配送协调，设计伙伴及签约为自报",
      "cohort": "投资方自报2025成立；独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/价格/条款",
      "notes": "签约、客户订单/节省、测试模型费用、处理量/用户及融资不是已核ARR；实际履约净收入/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C20",
        "SRENTER1-HEAVI-HOME",
        "SRENTER1-HEAVI-PRIVACY",
        "SRENTER1-HEAVI-SR"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "共享多Agent上下文设施归C03、跨团队组织记忆归C05；重车、分销、建筑和咨询专门流程归C07，保留软件/实施/采购协调的交付差异。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核公开业务、部署/权限及合同条款，未安装软件/CLI/MCP或连接企业数据；测试分数/安全/客户效率为自报，未独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C20",
          "SRENTER1-HEAVI-HOME",
          "SRENTER1-HEAVI-PRIVACY",
          "SRENTER1-HEAVI-SR"
        ]
      }
    },
    {
      "id": "AI198",
      "name": "Modern Industrials",
      "url": "https://modernindustrials.com",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "New York, New York, United States of America（投资方资料）",
      "business": "分销商/制造商的AI询价、订单和ERP工作流定制。",
      "buyer": "分销商、制造商及其内销/客服团队",
      "delivery": "按企业定制集成，初始只读/人工审核，限定授权后写ERP",
      "price": "未见公开金额、计费单位或具体软件/实施合同",
      "businessModel": "定制AI系统＋集成/支持；部署复用程度、人工规则/ERP维护与订单返工成本未知",
      "entityBasis": "官网页脚Korman Labs Inc.自述，独立注册及具体合同未核",
      "stage": "按企业定制集成，初始只读/人工审核，限定授权后写ERP",
      "cohort": "投资方自报2025成立；独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/价格/条款",
      "notes": "签约、客户订单/节省、测试模型费用、处理量/用户及融资不是已核ARR；实际履约净收入/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C28",
        "SRENTER1-MODERN-HOME"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "共享多Agent上下文设施归C03、跨团队组织记忆归C05；重车、分销、建筑和咨询专门流程归C07，保留软件/实施/采购协调的交付差异。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核公开业务、部署/权限及合同条款，未安装软件/CLI/MCP或连接企业数据；测试分数/安全/客户效率为自报，未独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C28",
          "SRENTER1-MODERN-HOME"
        ]
      }
    },
    {
      "id": "AI199",
      "name": "Piper-ai",
      "url": "https://piper-ai.com",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 7,
      "location": "SF, California, United States of America（投资方资料）",
      "business": "施工前范围生成、分包比标、估算复核及排期的AI工作流。",
      "buyer": "总包企业施工前/估算和项目团队",
      "delivery": "项目/公司知识整合与引用输出，专家复核、P6/MS Project导出；公开demo",
      "price": "未见公开金额、按项目/席位/用量或实施费的实际合同",
      "businessModel": "建设项目工作流软件，图纸/OCR、历史成本整理、集成/专业复核成本待核",
      "entityBasis": "Piper AI Ltd.官网条款及政策自述，独立登记/采购合同未核",
      "stage": "项目/公司知识整合与引用输出，专家复核、P6/MS Project导出；公开demo",
      "cohort": "投资方自报2025成立；独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/价格/条款",
      "notes": "签约、客户订单/节省、测试模型费用、处理量/用户及融资不是已核ARR；实际履约净收入/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C36",
        "SRENTER1-PIPER-HOME",
        "SRENTER1-PIPER-TERMS",
        "SRENTER1-PIPER-PRIVACY"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "共享多Agent上下文设施归C03、跨团队组织记忆归C05；重车、分销、建筑和咨询专门流程归C07，保留软件/实施/采购协调的交付差异。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核公开业务、部署/权限及合同条款，未安装软件/CLI/MCP或连接企业数据；测试分数/安全/客户效率为自报，未独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C36",
          "SRENTER1-PIPER-HOME",
          "SRENTER1-PIPER-TERMS",
          "SRENTER1-PIPER-PRIVACY"
        ]
      }
    },
    {
      "id": "AI200",
      "name": "Sentra（sentra.app）",
      "url": "https://sentra.app/",
      "channel": "S14",
      "cat": "C05",
      "year": 2025,
      "team": 12,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "从企业会议/消息/代码和文档编制组织记忆，向人员/Agent提供权限内上下文。",
      "buyer": "企业管理/业务团队及内部Agent开发者",
      "delivery": "自述Cloud/VPC/隔离本地部署，API/MCP和多源集成，采购需demo",
      "price": "条款有周期自动续订，金额/计费分母未公开",
      "businessModel": "企业组织记忆软件，接入/权限、记忆更新/删除、部署运维与模型成本待核",
      "entityBasis": "Dynamis Labs, Inc.条款及页脚自述，独立注册和具体DPA未核",
      "stage": "自述Cloud/VPC/隔离本地部署，API/MCP和多源集成，采购需demo",
      "cohort": "投资方自报2025成立；独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/价格/条款",
      "notes": "签约、客户订单/节省、测试模型费用、处理量/用户及融资不是已核ARR；实际履约净收入/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C44",
        "SRENTER1-SENTRA-HOME",
        "SRENTER1-SENTRA-TERMS",
        "SRENTER1-SENTRA-PRIVACY",
        "SRENTER1-SENTRA-BENCH"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "共享多Agent上下文设施归C03、跨团队组织记忆归C05；重车、分销、建筑和咨询专门流程归C07，保留软件/实施/采购协调的交付差异。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核公开业务、部署/权限及合同条款，未安装软件/CLI/MCP或连接企业数据；测试分数/安全/客户效率为自报，未独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C44",
          "SRENTER1-SENTRA-HOME",
          "SRENTER1-SENTRA-TERMS",
          "SRENTER1-SENTRA-PRIVACY",
          "SRENTER1-SENTRA-BENCH"
        ]
      }
    },
    {
      "id": "AI201",
      "name": "Verra（咨询知识软件）",
      "url": "https://verra.com/",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "咨询机构的知识检索、项目记忆、治理及来源可追踪草稿。",
      "buyer": "咨询公司及其顾问/知识管理团队",
      "delivery": "客户自有云单租户与记忆审核为自述，公开demo；旧产品名Meridian",
      "price": "条款支持可能的周期预付，具体报价未公开；约700K仅签约声明",
      "businessModel": "咨询行业知识软件＋部署集成，云/整理/质量审核与实际净费未知",
      "entityBasis": "Lighthouse Software Technologies, Inc. dba Verra条款；公司自述2025年12月成立，独立注册未核",
      "stage": "客户自有云单租户与记忆审核为自述，公开demo；旧产品名Meridian",
      "cohort": "投资方自报2025成立；独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/价格/条款",
      "notes": "签约、客户订单/节省、测试模型费用、处理量/用户及融资不是已核ARR；实际履约净收入/留存未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C58",
        "SRENTER1-VERRA-HOME",
        "SRENTER1-VERRA-SECURITY",
        "SRENTER1-VERRA-TERMS",
        "SRENTER1-VERRA-PRESS",
        "SRENTER1-VERRA-SR"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "共享多Agent上下文设施归C03、跨团队组织记忆归C05；重车、分销、建筑和咨询专门流程归C07，保留软件/实施/采购协调的交付差异。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅核公开业务、部署/权限及合同条款，未安装软件/CLI/MCP或连接企业数据；测试分数/安全/客户效率为自报，未独立测试。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C58",
          "SRENTER1-VERRA-HOME",
          "SRENTER1-VERRA-SECURITY",
          "SRENTER1-VERRA-TERMS",
          "SRENTER1-VERRA-PRESS",
          "SRENTER1-VERRA-SR"
        ]
      }
    },
    {
      "id": "AI202",
      "name": "Bilrost",
      "url": "https://bilrost.ai/",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 5,
      "location": "Oakland, California, United States of America（投资方资料）",
      "business": "商业贷资料收集、字段校核与承销模型/LOS输入的AI工作流。",
      "buyer": "商业放贷/贷后机构及其承销团队",
      "delivery": "机构客户合同，Excel按点击读写；Marcy/James现行，Tyler资产监测coming soon",
      "price": "机构已签协议优先，无公开具体金额/计费单位",
      "businessModel": "信贷工作流软件＋机构接入；文档/OCR、字段核查、系统集成和专业人审成本待核",
      "entityBasis": "Bilrost, Inc.2026-09-30条款自述，独立注册与Cloud Service Agreement/付款未取得",
      "stage": "机构客户合同，Excel按点击读写；Marcy/James现行，Tyler资产监测coming soon",
      "cohort": "投资方自报2025成立，独立注册/品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人数统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款/政策",
      "notes": "客户贷款资产、回收额、演示交易、测试/模型分数和历史任职不作自身收入；实际合同、净费/付款和留存未核。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C09",
        "SRFIN1-BILROST-HOME",
        "SRFIN1-BILROST-TERMS",
        "SRFIN1-BILROST-PRIVACY"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按金融机构实际运营任务归行业应用C07；专用模型/通信API不自动当新基础模型、通用Agent设施或自有贷款/交易资产。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "核公开交付、人审、部署/合同和测试声明边界；未安装/运行、处理贷款/交易/个人资料或独立评测，安全/性能自报分列。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C09",
          "SRFIN1-BILROST-HOME",
          "SRFIN1-BILROST-TERMS",
          "SRFIN1-BILROST-PRIVACY"
        ]
      }
    },
    {
      "id": "AI203",
      "name": "PayPath",
      "url": "https://paypath.ai",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 6,
      "location": "NYC, New York, United States of America（投资方资料）",
      "business": "信贷发放、贷后与催收的语音/短信/邮件AI和支付工作流。",
      "buyer": "银行、贷款服务商、催收/金融科技运营团队",
      "delivery": "集成LMS/LOS与通信/支付，复杂情况转人工，公开demo",
      "price": "条款按所选subscription收费，无具体实价/单位；不猜回收额抽佣",
      "businessModel": "金融运营工作流软件，通话/模型、支付连接、合规规则和人工异常处理成本未知",
      "entityBasis": "PayPath LLC公开条款自述，CRM旧描述及管辖占位，具体机构协议/注册未核",
      "stage": "集成LMS/LOS与通信/支付，复杂情况转人工，公开demo",
      "cohort": "投资方自报2025成立，独立注册/品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人数统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款/政策",
      "notes": "客户贷款资产、回收额、演示交易、测试/模型分数和历史任职不作自身收入；实际合同、净费/付款和留存未核。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C34",
        "SRFIN1-PAYPATH-HOME",
        "SRFIN1-PAYPATH-TERMS",
        "SRFIN1-PAYPATH-PRIVACY"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按金融机构实际运营任务归行业应用C07；专用模型/通信API不自动当新基础模型、通用Agent设施或自有贷款/交易资产。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "核公开交付、人审、部署/合同和测试声明边界；未安装/运行、处理贷款/交易/个人资料或独立评测，安全/性能自报分列。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C34",
          "SRFIN1-PAYPATH-HOME",
          "SRFIN1-PAYPATH-TERMS",
          "SRFIN1-PAYPATH-PRIVACY"
        ]
      }
    },
    {
      "id": "AI204",
      "name": "Sellara",
      "url": "https://www.sellara.io",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 4,
      "location": "NYC, New York, United States of America（投资方资料）",
      "business": "金融机构中后台对账、结算、数据移转等专用模型及AI工作流。",
      "buyer": "银行、经纪交易商、资管/对冲基金和市场基础设施团队",
      "delivery": "工程师驻场，机构内/云模型部署和原系统集成，客户设审批与停止开关",
      "price": "未见统一金额，模型/实施/持续服务分配需企业合同",
      "businessModel": "专用模型＋工程实施/运营，调优验证、驻场/集成、变更治理和持续支持成本待核",
      "entityBasis": "Sellara Inc网站条款/政策自述，独立注册和客户实施/数据协议未核",
      "stage": "工程师驻场，机构内/云模型部署和原系统集成，客户设审批与停止开关",
      "cohort": "投资方自报2025成立，独立注册/品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人数统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/条款/政策",
      "notes": "客户贷款资产、回收额、演示交易、测试/模型分数和历史任职不作自身收入；实际合同、净费/付款和留存未核。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C43",
        "SRFIN1-SELLARA-HOME",
        "SRFIN1-SELLARA-TERMS",
        "SRFIN1-SELLARA-PRIVACY",
        "SRFIN1-SELLARA-BENCH"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按金融机构实际运营任务归行业应用C07；专用模型/通信API不自动当新基础模型、通用Agent设施或自有贷款/交易资产。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "核公开交付、人审、部署/合同和测试声明边界；未安装/运行、处理贷款/交易/个人资料或独立评测，安全/性能自报分列。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C43",
          "SRFIN1-SELLARA-HOME",
          "SRFIN1-SELLARA-TERMS",
          "SRFIN1-SELLARA-PRIVACY",
          "SRFIN1-SELLARA-BENCH"
        ]
      }
    },
    {
      "id": "AI205",
      "name": "SafeWorld",
      "url": "https://www.safeworld.ai",
      "channel": "S14",
      "cat": "C10",
      "year": 2025,
      "team": 6,
      "location": "Palo Alto, California, United States of America（投资方资料）",
      "business": "人机共处机器人的场景仿真、安全测试和风险评估软件。",
      "buyer": "机器人开发商及企业工程/安全/运营团队",
      "delivery": "公开网站/演示入口，产品/试点通过独立MSA/SOW等协议",
      "price": "未见统一金额或按场景/项目/用量的实际合同",
      "businessModel": "机器人评估软件及服务，场景/仿真、数据验证、专业审查和反复版本测试成本待核",
      "entityBasis": "SafeWorld, Inc.网站条款自述，独立注册及实际产品协议未核",
      "stage": "公开网站/演示入口，产品/试点通过独立MSA/SOW等协议",
      "cohort": "投资方自报2025成立；独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/价格/条款/历史测试记录",
      "notes": "标价、未来月费、候补/预订、示例交易和历史通过率不作已核收入/ARR；实际交付/净费、留存与成本未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C42",
        "SRROBOT1-SAFEWORLD-HOME",
        "SRROBOT1-SAFEWORLD-TERMS",
        "SRROBOT1-SAFEWORLD-PRIVACY"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按任务分为机器人/实体评估C10、多Agent测试设施C03、模型后训练C02及通用工作助手C05；评估/培训服务与硬件软件收费分母另保留。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读公开业务/合同及厂商历史测试记录，未运行产品/代码、模型或机器人；历史JSON并非公开代码/权重和独立复现，未核安全认证或当前性能。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C42",
          "SRROBOT1-SAFEWORLD-HOME",
          "SRROBOT1-SAFEWORLD-TERMS",
          "SRROBOT1-SAFEWORLD-PRIVACY"
        ]
      }
    },
    {
      "id": "AI206",
      "name": "Sparta / Worlds",
      "url": "https://usesparta.co",
      "channel": "S14",
      "cat": "C03",
      "year": 2025,
      "team": 3,
      "location": "San Fransisco, California, United States of America（投资方资料）",
      "business": "在支持的工具副本里验证Agent实际状态变化和工作流结果。",
      "buyer": "开发/部署企业Agent的工程团队",
      "delivery": "closed beta.7，需申请；历史beta.1记录公开，当前子集/实时验收限制分列",
      "price": "初始月Solo原$0、Team500、Growth2500含credits；未记录本地运行免费，付费另协议",
      "businessModel": "本地免费＋记录/AI场景/托管额度及企业定制，外部模型/CI/存储费用分列",
      "entityBasis": "Sparta AI, Inc.官网页脚，beta许可与付费协议分列，独立注册未核",
      "stage": "closed beta.7，需申请；历史beta.1记录公开，当前子集/实时验收限制分列",
      "cohort": "投资方自报2025成立；独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/价格/条款/历史测试记录",
      "notes": "标价、未来月费、候补/预订、示例交易和历史通过率不作已核收入/ARR；实际交付/净费、留存与成本未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C50",
        "SRROBOT1-SPARTA-HOME",
        "SRROBOT1-SPARTA-PRICE",
        "SRROBOT1-SPARTA-FIDELITY",
        "SRROBOT1-SPARTA-JSON",
        "SRROBOT1-SPARTA-LIMITS",
        "SRROBOT1-SPARTA-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按任务分为机器人/实体评估C10、多Agent测试设施C03、模型后训练C02及通用工作助手C05；评估/培训服务与硬件软件收费分母另保留。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读公开业务/合同及厂商历史测试记录，未运行产品/代码、模型或机器人；历史JSON并非公开代码/权重和独立复现，未核安全认证或当前性能。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C50",
          "SRROBOT1-SPARTA-HOME",
          "SRROBOT1-SPARTA-PRICE",
          "SRROBOT1-SPARTA-FIDELITY",
          "SRROBOT1-SPARTA-JSON",
          "SRROBOT1-SPARTA-LIMITS",
          "SRROBOT1-SPARTA-TERMS"
        ]
      }
    },
    {
      "id": "AI207",
      "name": "Syncere / Lume",
      "url": "https://syncere.com",
      "channel": "S14",
      "cat": "C10",
      "year": 2025,
      "team": 8,
      "location": "Palo Alto, California, United States of America（投资方资料）",
      "business": "可执行家务的灯形家用机器人硬件及自主功能服务。",
      "buyer": "家庭用户和早期购买者",
      "delivery": "当前邀请购买/预订，演示任务与实际交付/批量出货未独立核",
      "price": "原$2,699起硬件；Care489、Autonomy679终身方案；79/月为2027Q2未来计划",
      "businessModel": "机器人硬件＋长期维护/自主功能，终身与未来月费分列；制造/退货/保修和持续云成本待核",
      "entityBasis": "Syncere AI, Inc.网站条款自述，独立注册和实际交货订单未核",
      "stage": "当前邀请购买/预订，演示任务与实际交付/批量出货未独立核",
      "cohort": "投资方自报2025成立；独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/价格/条款/历史测试记录",
      "notes": "标价、未来月费、候补/预订、示例交易和历史通过率不作已核收入/ARR；实际交付/净费、留存与成本未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C53",
        "SRROBOT1-SYNCERE-HOME",
        "SRROBOT1-SYNCERE-PRICE",
        "SRROBOT1-SYNCERE-TERMS",
        "SRROBOT1-SYNCERE-SR"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按任务分为机器人/实体评估C10、多Agent测试设施C03、模型后训练C02及通用工作助手C05；评估/培训服务与硬件软件收费分母另保留。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读公开业务/合同及厂商历史测试记录，未运行产品/代码、模型或机器人；历史JSON并非公开代码/权重和独立复现，未核安全认证或当前性能。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C53",
          "SRROBOT1-SYNCERE-HOME",
          "SRROBOT1-SYNCERE-PRICE",
          "SRROBOT1-SYNCERE-TERMS",
          "SRROBOT1-SYNCERE-SR"
        ]
      }
    },
    {
      "id": "AI208",
      "name": "ThirdBrain Labs",
      "url": "https://thirdbrainlabs.ai",
      "channel": "S14",
      "cat": "C02",
      "year": 2025,
      "team": 2,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "捕获领域专家反馈、评估与后训练/部署的专用模型设施。",
      "buyer": "企业/领域专家及希望持有专用模型的团队",
      "delivery": "工作流反馈＋自动evals/训练部署服务，公开demo，无独立能力验证",
      "price": "未见公开具体金额、算力/训练/部署合同",
      "businessModel": "后训练设施＋工程服务，专家标注/验证、训练算力、权重交付/许可及持续更新成本待核",
      "entityBasis": "品牌ThirdBrain Labs，法律页正文错配/占位；精确法人、IP和实际合同未核",
      "stage": "工作流反馈＋自动evals/训练部署服务，公开demo，无独立能力验证",
      "cohort": "投资方自报2025成立；独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/价格/条款/历史测试记录",
      "notes": "标价、未来月费、候补/预订、示例交易和历史通过率不作已核收入/ARR；实际交付/净费、留存与成本未知。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C55",
        "SRROBOT1-THIRDBRAIN-HOME",
        "SRROBOT1-THIRDBRAIN-TERMS",
        "SRROBOT1-THIRDBRAIN-PRIVACY"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按任务分为机器人/实体评估C10、多Agent测试设施C03、模型后训练C02及通用工作助手C05；评估/培训服务与硬件软件收费分母另保留。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读公开业务/合同及厂商历史测试记录，未运行产品/代码、模型或机器人；历史JSON并非公开代码/权重和独立复现，未核安全认证或当前性能。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C55",
          "SRROBOT1-THIRDBRAIN-HOME",
          "SRROBOT1-THIRDBRAIN-TERMS",
          "SRROBOT1-THIRDBRAIN-PRIVACY"
        ]
      }
    },
    {
      "id": "AI209",
      "name": "Dispatcher",
      "url": "https://www.dispatchersystems.com",
      "channel": "S14",
      "cat": "C10",
      "year": 2025,
      "team": 2,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "无人机实时情境分析、自然语言任务和工业场景报告软件。",
      "buyer": "建设/农业/工业等无人机运营及相关企业团队",
      "delivery": "官网演示入口，软件/硬件及运营交付责任未由具体合同核对",
      "price": "未见统一金额、软件/按机/项目或运营服务报价",
      "businessModel": "实体作业软件与集成，传感器/边缘算力、硬件适配/维护及运营人员成本待核",
      "entityBasis": "Dispatcher Inc.官网页脚自述，独立注册和实际产品/运营合同未核",
      "stage": "官网演示入口，软件/硬件及运营交付责任未由具体合同核对",
      "cohort": "投资方自报2025成立；独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/价格/条款/历史测试记录",
      "notes": "标价、未来月费、候补/预订、示例交易和历史通过率不作已核收入/ARR；实际交付/净费、留存与成本未知。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C18",
        "SRROBOT1-DISPATCHER-HOME",
        "SRROBOT1-DISPATCHER-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按任务分为机器人/实体评估C10、多Agent测试设施C03、模型后训练C02及通用工作助手C05；评估/培训服务与硬件软件收费分母另保留。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读公开业务/合同及厂商历史测试记录，未运行产品/代码、模型或机器人；历史JSON并非公开代码/权重和独立复现，未核安全认证或当前性能。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C18",
          "SRROBOT1-DISPATCHER-HOME",
          "SRROBOT1-DISPATCHER-TERMS"
        ]
      }
    },
    {
      "id": "AI210",
      "name": "Sonatic",
      "url": "https://sonatic.com",
      "channel": "S14",
      "cat": "C05",
      "year": 2025,
      "team": 4,
      "location": "san francisco, California, United States of America（投资方资料）",
      "business": "观察工作上下文并跨应用生成和执行任务的助手。",
      "buyer": "知识工作者及其工作团队",
      "delivery": "waitlist；屏幕/麦克风和应用接入，复杂任务草稿人审，自主/隐私未实测",
      "price": "未见统一实价或实际商业合同，政策提订阅不等已经收费",
      "businessModel": "跨工具工作助手，模型/多模态、连接/权限、持续上下文和人工确认成本待核",
      "entityBasis": "AGI Comp, Inc.官网及政策自述，精确注册/本域服务条款和实际合同未核",
      "stage": "waitlist；屏幕/麦克风和应用接入，复杂任务草稿人审，自主/隐私未实测",
      "cohort": "投资方自报2025成立；独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/价格/条款/历史测试记录",
      "notes": "标价、未来月费、候补/预订、示例交易和历史通过率不作已核收入/ARR；实际交付/净费、留存与成本未知。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C48",
        "SRROBOT1-SONATIC-HOME",
        "SRROBOT1-SONATIC-PRIVACY"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "按任务分为机器人/实体评估C10、多Agent测试设施C03、模型后训练C02及通用工作助手C05；评估/培训服务与硬件软件收费分母另保留。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "只读公开业务/合同及厂商历史测试记录，未运行产品/代码、模型或机器人；历史JSON并非公开代码/权重和独立复现，未核安全认证或当前性能。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C48",
          "SRROBOT1-SONATIC-HOME",
          "SRROBOT1-SONATIC-PRIVACY"
        ]
      }
    },
    {
      "id": "AI211",
      "name": "Auto / Auto Photos",
      "url": "https://auto.inc",
      "channel": "S14",
      "cat": "C09",
      "year": 2025,
      "team": 3,
      "location": "Los Angeles, California, United States of America（投资方资料）",
      "business": "照片库整理、检索与个人AI助手问答应用，旧业务有Frames相机小应用。",
      "buyer": "iPhone个人用户及其个人助手",
      "delivery": "当前Auto Photos商店可见、可接个人助手，未安装/授权；旧Frames与当前产品分列",
      "price": "当前美国商店列免费，实际付费/未来金额未公开",
      "businessModel": "个人照片助手，图像/检索模型、同步存储与第三方连接成本待核",
      "entityBasis": "Automatic Platforms Inc.官网条款/商店自述，独立注册及实际收费未核",
      "stage": "当前Auto Photos商店可见、可接个人助手，未安装/授权；旧Frames与当前产品分列",
      "cohort": "投资方自报2025成立，独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/商店/政策/条款",
      "notes": "免费/标价/预订、签约和D2C原标签、用户/排名/预测或机构效果不当已核经常性收入；净费、财务日、付款及留存缺项分列。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C07",
        "SRLEARN1-AUTO-HOME",
        "SRLEARN1-AUTO-TERMS",
        "SRLEARN1-AUTO-PRIVACY",
        "SRLEARN1-AUTO-APP"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "个人照片/体育助手归C09，健康硬件推算及高校管理BI归C07，生成音频归C08；收费/交付分母单独保留，不按模型命名/AI标签认新基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅公开产品/收费/数据及自报测试范围，未安装/授权照片、接学生/健康资料、生成音频或连接交易；未独立验证效果/安全/临床或商业财务。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C07",
          "SRLEARN1-AUTO-HOME",
          "SRLEARN1-AUTO-TERMS",
          "SRLEARN1-AUTO-PRIVACY",
          "SRLEARN1-AUTO-APP"
        ]
      }
    },
    {
      "id": "AI212",
      "name": "Clair Health",
      "url": "https://www.wearclair.com",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 7,
      "location": "Mountain View, California, United States of America（投资方资料）",
      "business": "生理信号结合机器学习推算激素洞察的wellness腕带及应用。",
      "buyer": "个人女性健康用户；B2B合同实际买方/交付需核",
      "delivery": "预订，官网预计2027年1月发货；生产硬件研究待发布，非已核临床/监管验证",
      "price": "founding原$295含六个月Premium；后续订阅金额未知，基础端侧功能无订阅可用",
      "businessModel": "健康硬件＋软件，预订现金/实际交付/订阅分列；制造/验证/退货和持续模型/支持成本未知",
      "entityBasis": "Clair Health Inc.条款及页脚自述，独立注册/硬件订单和B2B合同未核",
      "stage": "预订，官网预计2027年1月发货；生产硬件研究待发布，非已核临床/监管验证",
      "cohort": "投资方自报2025成立，独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/商店/政策/条款",
      "notes": "免费/标价/预订、签约和D2C原标签、用户/排名/预测或机构效果不当已核经常性收入；净费、财务日、付款及留存缺项分列。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C13",
        "SRLEARN1-CLAIR-HOME",
        "SRLEARN1-CLAIR-PRICE",
        "SRLEARN1-CLAIR-TERMS",
        "SRLEARN1-CLAIR-PRIVACY",
        "SRLEARN1-CLAIR-SR"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "个人照片/体育助手归C09，健康硬件推算及高校管理BI归C07，生成音频归C08；收费/交付分母单独保留，不按模型命名/AI标签认新基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅公开产品/收费/数据及自报测试范围，未安装/授权照片、接学生/健康资料、生成音频或连接交易；未独立验证效果/安全/临床或商业财务。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C13",
          "SRLEARN1-CLAIR-HOME",
          "SRLEARN1-CLAIR-PRICE",
          "SRLEARN1-CLAIR-TERMS",
          "SRLEARN1-CLAIR-PRIVACY",
          "SRLEARN1-CLAIR-SR"
        ]
      }
    },
    {
      "id": "AI213",
      "name": "Snapp AI",
      "url": "https://trysnapp.ai",
      "channel": "S14",
      "cat": "C09",
      "year": 2025,
      "team": 6,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "体育信息/研究、fantasy和预测市场分析的个人AI应用。",
      "buyer": "成年体育分析/幻想体育和相关个人用户",
      "delivery": "Web/移动入口，分析可连用户第三方账户，未安装或验证交易/权限",
      "price": "初始月免费、Basic原$10、Pro25、Pro+100，实际订阅/年价未知",
      "businessModel": "按使用/研究等级订阅，数据许可、模型/实时信息和支持成本待核；客户市场资金非平台收入",
      "entityBasis": "Snapp Stats, Inc.官网页脚自述，条款转app无可读正文，注册/实际合同未核",
      "stage": "Web/移动入口，分析可连用户第三方账户，未安装或验证交易/权限",
      "cohort": "投资方自报2025成立，独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/商店/政策/条款",
      "notes": "免费/标价/预订、签约和D2C原标签、用户/排名/预测或机构效果不当已核经常性收入；净费、财务日、付款及留存缺项分列。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C49",
        "SRLEARN1-SNAPP-HOME",
        "SRLEARN1-SNAPP-PRICE",
        "SRLEARN1-SNAPP-LEGAL"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "个人照片/体育助手归C09，健康硬件推算及高校管理BI归C07，生成音频归C08；收费/交付分母单独保留，不按模型命名/AI标签认新基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅公开产品/收费/数据及自报测试范围，未安装/授权照片、接学生/健康资料、生成音频或连接交易；未独立验证效果/安全/临床或商业财务。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C49",
          "SRLEARN1-SNAPP-HOME",
          "SRLEARN1-SNAPP-PRICE",
          "SRLEARN1-SNAPP-LEGAL"
        ]
      }
    },
    {
      "id": "AI214",
      "name": "Straia",
      "url": "https://straia.io",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 8,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "高校SIS/LMS/CRM数据整合与自然语言业务分析。",
      "buyer": "高校管理、教务、招生/IR和学生支持团队",
      "delivery": "托管摄取/映射和持续维护，公开demo/try入口未运行",
      "price": "条款有订阅但没有公开金额/按机构、席位或数据量的实际合同",
      "businessModel": "高校行业BI＋接入维护，数据整理/权限、模型/数据库及长期客户支持成本待核",
      "entityBasis": "Straia, Inc.官网/条款自述，独立注册及实际机构协议/付费未核",
      "stage": "托管摄取/映射和持续维护，公开demo/try入口未运行",
      "cohort": "投资方自报2025成立，独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/商店/政策/条款",
      "notes": "免费/标价/预订、签约和D2C原标签、用户/排名/预测或机构效果不当已核经常性收入；净费、财务日、付款及留存缺项分列。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C51",
        "SRLEARN1-STRAIA-HOME",
        "SRLEARN1-STRAIA-TERMS"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "个人照片/体育助手归C09，健康硬件推算及高校管理BI归C07，生成音频归C08；收费/交付分母单独保留，不按模型命名/AI标签认新基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅公开产品/收费/数据及自报测试范围，未安装/授权照片、接学生/健康资料、生成音频或连接交易；未独立验证效果/安全/临床或商业财务。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C51",
          "SRLEARN1-STRAIA-HOME",
          "SRLEARN1-STRAIA-TERMS"
        ]
      }
    },
    {
      "id": "AI215",
      "name": "SUN",
      "url": "https://sunapp.ai",
      "channel": "S14",
      "cat": "C08",
      "year": 2025,
      "team": 3,
      "location": "Palo Alto, California, United States of America（投资方资料）",
      "business": "根据提示/材料生成播客、音频课程和有声内容的平台。",
      "buyer": "个人学习者/创作者；开发者入口不等已有商业API合同",
      "delivery": "公开生成入口及credits，邮箱/日历/笔记连接coming soon，未运行",
      "price": "plans未公开金额；2026-08-05条款称购买未开、未来预付credits，实际收费待核",
      "businessModel": "音频生成额度模式待商业验证，文本/TTS、重生成/存储和版权/声音许可成本待核",
      "entityBasis": "Blue Energy People, Inc.条款及页脚自述，独立注册与商业订单未核",
      "stage": "公开生成入口及credits，邮箱/日历/笔记连接coming soon，未运行",
      "cohort": "投资方自报2025成立，独立注册及品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，人员统计截至日未知",
      "sourceType": "公开投资方档案及公司官网/商店/政策/条款",
      "notes": "免费/标价/预订、签约和D2C原标签、用户/排名/预测或机构效果不当已核经常性收入；净费、财务日、付款及留存缺项分列。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C52",
        "SRLEARN1-SUN-HOME",
        "SRLEARN1-SUN-PLANS",
        "SRLEARN1-SUN-TERMS",
        "SRLEARN1-SUN-PRIVACY"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "个人照片/体育助手归C09，健康硬件推算及高校管理BI归C07，生成音频归C08；收费/交付分母单独保留，不按模型命名/AI标签认新基础模型。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅公开产品/收费/数据及自报测试范围，未安装/授权照片、接学生/健康资料、生成音频或连接交易；未独立验证效果/安全/临床或商业财务。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C52",
          "SRLEARN1-SUN-HOME",
          "SRLEARN1-SUN-PLANS",
          "SRLEARN1-SUN-TERMS",
          "SRLEARN1-SUN-PRIVACY"
        ]
      }
    },
    {
      "id": "AI216",
      "name": "doublespeed",
      "url": "https://doublespeed.ai",
      "channel": "S14",
      "cat": "C06",
      "year": 2025,
      "team": 11,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "AI社交内容和托管账号运营，含人工内容处理。",
      "buyer": "品牌/增长与内容团队",
      "delivery": "官网演示/审计预约，AI生成和人工微调自述",
      "price": "未见公开金额/实际合同",
      "businessModel": "营销交付软件/服务，模型/内容、人员和账号/平台维护及获客成本待核",
      "entityBasis": "官网品牌自述，精确法人/注册与采购合同未核",
      "stage": "官网演示/审计预约，AI生成和人工微调自述",
      "cohort": "投资方自报2025成立，独立注册/品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
      "sourceType": "公开投资方档案及当前官网",
      "notes": "当前任务/买方可分类但AI方法/能力、注册、真实合同/净费、付费与留存未独立核；标价/市场机会/候补/创作者收入不作ARR。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C19",
        "SRCLOSE1-SR005R-C19"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "营销交付C06、个人互动C09、可玩内容创作C08、建设/农业专门任务C07，软件/人协同/采购渠道和计费分母分开，不按客户行业或投资标签当技术实测。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅官网/投资方当前任务核对，未运行产品/账号、投稿/生成或连接真实数据；声明/演示不当独立测试、已付款或法律/监管审查。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C19",
          "SRCLOSE1-SR005R-C19"
        ]
      }
    },
    {
      "id": "AI217",
      "name": "SoulLink",
      "url": "https://soullink.io",
      "channel": "S14",
      "cat": "C09",
      "year": 2025,
      "team": 6,
      "location": "Los Angeles, California, United States of America（投资方资料）",
      "business": "3D虚拟AI陪伴与交互记忆应用。",
      "buyer": "个人陪伴/互动用户",
      "delivery": "beta和移动端入口，官网标Sept2026上线，未运行",
      "price": "未见公开收费金额或付费/留存底表",
      "businessModel": "个人互动应用，3D渲染、模型/语音、记忆/存储与内容支持成本待核",
      "entityBasis": "SoulLink/4D品牌与官网对应，精确法人及独立注册/合同未核",
      "stage": "beta和移动端入口，官网标Sept2026上线，未运行",
      "cohort": "投资方自报2025成立，独立注册/品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
      "sourceType": "公开投资方档案及当前官网",
      "notes": "当前任务/买方可分类但AI方法/能力、注册、真实合同/净费、付费与留存未独立核；标价/市场机会/候补/创作者收入不作ARR。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C49",
        "SRCLOSE1-SR005R-C49"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "营销交付C06、个人互动C09、可玩内容创作C08、建设/农业专门任务C07，软件/人协同/采购渠道和计费分母分开，不按客户行业或投资标签当技术实测。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅官网/投资方当前任务核对，未运行产品/账号、投稿/生成或连接真实数据；声明/演示不当独立测试、已付款或法律/监管审查。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C49",
          "SRCLOSE1-SR005R-C49"
        ]
      }
    },
    {
      "id": "AI218",
      "name": "Variant（tryvariant.com）",
      "url": "https://www.tryvariant.ai/",
      "channel": "S14",
      "cat": "C08",
      "year": 2025,
      "team": 5,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "文本/梗图/涂鸦到可玩小游戏及remix创作分发。",
      "buyer": "内容/游戏创作者和社区用户",
      "delivery": "原.ai跳转.com、beta申请；不与Variant-now合并",
      "price": "创作者变现为描述，具体平台收费/分成及付费未知",
      "businessModel": "可玩内容生成/社区，推理/游戏托管、内容版权审核和创作者分账待核",
      "entityBasis": "品牌与原档案域名重定向对应，精确法人/注册未核",
      "stage": "原.ai跳转.com、beta申请；不与Variant-now合并",
      "cohort": "投资方自报2025成立，独立注册/品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
      "sourceType": "公开投资方档案及当前官网",
      "notes": "当前任务/买方可分类但AI方法/能力、注册、真实合同/净费、付费与留存未独立核；标价/市场机会/候补/创作者收入不作ARR。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C55",
        "SRCLOSE1-SR005R-C55"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "营销交付C06、个人互动C09、可玩内容创作C08、建设/农业专门任务C07，软件/人协同/采购渠道和计费分母分开，不按客户行业或投资标签当技术实测。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅官网/投资方当前任务核对，未运行产品/账号、投稿/生成或连接真实数据；声明/演示不当独立测试、已付款或法律/监管审查。",
        "evidenceIds": [
          "SRPRO1-P-SR005R-C55",
          "SRCLOSE1-SR005R-C55"
        ]
      }
    },
    {
      "id": "AI219",
      "name": "Cascade（usecascade.ai）",
      "url": "https://usecascade.ai/",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 2,
      "location": "San Francisco, California, United States of America（投资方资料）",
      "business": "AEC企业RFP发现、匹配、提案和项目规范分析。",
      "buyer": "建筑/工程/施工企业业务开发和提案团队",
      "delivery": "当前发现/提案/规范为LIVE自述，预投标信号/比标等SOON，公开early access",
      "price": "未见统一金额或已签软件/实施订单",
      "businessModel": "行业商机/提案工作流软件，门户数据/质量维护、模型/专业审核与接入成本待核",
      "entityBasis": "官网页脚Cascade Intelligence Inc.自述，独立注册及具体订单未核",
      "stage": "当前发现/提案/规范为LIVE自述，预投标信号/比标等SOON，公开early access",
      "cohort": "投资方自报2025成立，独立注册/品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
      "sourceType": "公开投资方档案及当前官网",
      "notes": "当前任务/买方可分类但AI方法/能力、注册、真实合同/净费、付费与留存未独立核；标价/市场机会/候补/创作者收入不作ARR。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C11",
        "SRCLOSE1-SR006R-C11"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "营销交付C06、个人互动C09、可玩内容创作C08、建设/农业专门任务C07，软件/人协同/采购渠道和计费分母分开，不按客户行业或投资标签当技术实测。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅官网/投资方当前任务核对，未运行产品/账号、投稿/生成或连接真实数据；声明/演示不当独立测试、已付款或法律/监管审查。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C11",
          "SRCLOSE1-SR006R-C11"
        ]
      }
    },
    {
      "id": "AI220",
      "name": "Vereda",
      "url": "https://www.vereda.ia.br/",
      "channel": "S14",
      "cat": "C07",
      "year": 2025,
      "team": 8,
      "location": "Rio Verde, Brazil（投资方资料）",
      "business": "农业采购Agent渠道，WhatsApp助手与田间顾问连接农户和制造商。",
      "buyer": "农户使用；供应商/伙伴为报酬关系方",
      "delivery": "厂家直接开票交货，平台不库存/转售；助手和顾问共同服务",
      "price": "农户免费无月费/平台费，平台与供应商/伙伴报酬未知，不猜抽佣",
      "businessModel": "供应商支持的采购渠道＋助手/人工服务，净报酬/退货争议、人员和模型成本待核",
      "entityBasis": "官网VEREDA LTDA自述，精确登记编号/实际供应商合同未核",
      "stage": "厂家直接开票交货，平台不库存/转售；助手和顾问共同服务",
      "cohort": "投资方自报2025成立，独立注册/品牌起点待核",
      "teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
      "sourceType": "公开投资方档案及当前官网",
      "notes": "当前任务/买方可分类但AI方法/能力、注册、真实合同/净费、付费与留存未独立核；标价/市场机会/候补/创作者收入不作ARR。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C57",
        "SRCLOSE1-SR006R-C57"
      ],
      "revenueStatus": "unknown",
      "classificationBasis": "营销交付C06、个人互动C09、可玩内容创作C08、建设/农业专门任务C07，软件/人协同/采购渠道和计费分母分开，不按客户行业或投资标签当技术实测。",
      "technicalReview": {
        "level": "description",
        "reviewedAt": "2026-11-01",
        "summary": "仅官网/投资方当前任务核对，未运行产品/账号、投稿/生成或连接真实数据；声明/演示不当独立测试、已付款或法律/监管审查。",
        "evidenceIds": [
          "SRPRO1-P-SR006R-C57",
          "SRCLOSE1-SR006R-C57"
        ]
      }
    }
  ],
  "observations": [
    {
      "id": "O001",
      "company": "AI001",
      "name": "Result",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E001",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O002",
      "company": "AI002",
      "name": "primitive",
      "kind": "团队人数",
      "value": 4,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E002",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O003",
      "company": "AI003",
      "name": "Naïve",
      "kind": "团队人数",
      "value": 12,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E003",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O004",
      "company": "AI004",
      "name": "Async",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E004",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O005",
      "company": "AI005",
      "name": "Strand AI",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E005",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O006",
      "company": "AI006",
      "name": "Agnost AI",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E006",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O007",
      "company": "AI007",
      "name": "Paloma",
      "kind": "团队人数",
      "value": 3,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E007",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O008",
      "company": "AI008",
      "name": "Ergo",
      "kind": "团队人数",
      "value": 9,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E008",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O009",
      "company": "AI009",
      "name": "Pacific",
      "kind": "团队人数",
      "value": 6,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E009",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O010",
      "company": "AI010",
      "name": "horizontal.",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E010",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O011",
      "company": "AI011",
      "name": "Wayco",
      "kind": "团队人数",
      "value": 5,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E011",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O012",
      "company": "AI012",
      "name": "Waddle Labs",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E012",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O013",
      "company": "AI013",
      "name": "Clarm",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E013",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O014",
      "company": "AI014",
      "name": "Parametric",
      "kind": "团队人数",
      "value": 7,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E014",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O015",
      "company": "AI015",
      "name": "Eloquent AI",
      "kind": "团队人数",
      "value": 5,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E015",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O016",
      "company": "AI016",
      "name": "Gojiberry AI",
      "kind": "团队人数",
      "value": 7,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E016",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O017",
      "company": "AI017",
      "name": "Pelica",
      "kind": "团队人数",
      "value": 5,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E017",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O018",
      "company": "AI018",
      "name": "Balance",
      "kind": "团队人数",
      "value": 20,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E018",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O019",
      "company": "AI019",
      "name": "Remedy",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E019",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O020",
      "company": "AI020",
      "name": "Hedge",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E020",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O021",
      "company": "AI021",
      "name": "Roark",
      "kind": "团队人数",
      "value": 3,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E021",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O022",
      "company": "AI022",
      "name": "Swerve",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E022",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O023",
      "company": "AI023",
      "name": "OneTriangle",
      "kind": "团队人数",
      "value": 4,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E023",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O024",
      "company": "AI024",
      "name": "Narrative",
      "kind": "团队人数",
      "value": 3,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E024",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O025",
      "company": "AI025",
      "name": "Hera",
      "kind": "团队人数",
      "value": 5,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E025",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O026",
      "company": "AI026",
      "name": "OpenRelay",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E026",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O027",
      "company": "AI027",
      "name": "Bezel",
      "kind": "团队人数",
      "value": 1,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E027",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O028",
      "company": "AI028",
      "name": "Flick",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E028",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O029",
      "company": "AI029",
      "name": "Compyle",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E029",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O030",
      "company": "AI030",
      "name": "Prism",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E030",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O031",
      "company": "AI031",
      "name": "Cardboard",
      "kind": "团队人数",
      "value": 8,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E031",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O032",
      "company": "AI032",
      "name": "Wideframe",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E032",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O033",
      "company": "AI033",
      "name": "General Instinct",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E033",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O034",
      "company": "AI034",
      "name": "Raven（原Sintem）",
      "kind": "团队人数",
      "value": 1,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E034",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O035",
      "company": "AI035",
      "name": "AgentMail",
      "kind": "团队人数",
      "value": 10,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E035",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O036",
      "company": "AI036",
      "name": "Orthogonal",
      "kind": "团队人数",
      "value": 2,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E036",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O037",
      "company": "AI037",
      "name": "OpenHack",
      "kind": "团队人数",
      "value": 1,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E037",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O038",
      "company": "AI038",
      "name": "Cotool",
      "kind": "团队人数",
      "value": 8,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E038",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O039",
      "company": "AI039",
      "name": "Multifactor",
      "kind": "团队人数",
      "value": 6,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E039",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O040",
      "company": "AI040",
      "name": "Floot",
      "kind": "团队人数",
      "value": 4,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E040",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O041",
      "company": "AI043",
      "name": "Nexor AI",
      "kind": "团队人数",
      "value": 8,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E043",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O042",
      "company": "AI054",
      "name": "Rork",
      "kind": "团队人数",
      "value": 7,
      "unit": "人",
      "timing": "业务截至日未注明；2026-10-30访问快照",
      "evidence": "E054",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "Team Size与Employee口径见公司表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O043",
      "company": "AI016",
      "name": "Gojiberry AI",
      "kind": "原文称ARR",
      "value": 2500000,
      "unit": "USD",
      "timing": "推出后10个月，日历时点未注明",
      "evidence": "E101",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "统计时点未知，不进入同期ARR排名",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "O044",
      "company": "AI016",
      "name": "Gojiberry AI",
      "kind": "原文称ARR",
      "value": 1400000,
      "unit": "USD",
      "timing": "推出后9个月，早期发布版本",
      "evidence": "E101",
      "scope": "公司整体",
      "selection": "historical",
      "reason": "保留历史里程碑，不与250万美元重复计公司",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "O045",
      "company": "AI015",
      "name": "Eloquent AI",
      "kind": "原文称ARR",
      "value": 500000,
      "unit": "原文$，币种待核",
      "timing": "推出后四周，日历时点未注明",
      "evidence": "E102",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "统计时点未知，经常性定义待核 本轮原始披露复读仅$，撤销旧USD推断；当前定价币种不倒推历史ARR。",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "O046",
      "company": "AI043",
      "name": "Nexor AI",
      "kind": "原文称ARR",
      "value": 2500000,
      "unit": "原文$，币种待核",
      "timing": "推出后5个月，日历时点未注明",
      "evidence": "E103",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "投资方资料使用$但未明确USD；更正旧币种推断，未经审计且无具体日历截至日，不进同期比较",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "O047",
      "company": "AI040",
      "name": "Floot",
      "kind": "原文称ARR",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "推出约6个月，帖子日期待核",
      "evidence": "E104",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "创始人自述，保留时点不确定性 本轮原始披露复读仅$，撤销旧USD推断；当前定价币种不倒推历史ARR。",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "O048",
      "company": "AI052",
      "name": "Wonderful",
      "kind": "年化收入run-rate",
      "value": 70000000,
      "unit": "USD",
      "timing": "2026-08",
      "evidence": "E105",
      "scope": "公司整体",
      "selection": "estimate",
      "reason": "第三方估算，单独展示，不混入自述ARR均值",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O049",
      "company": "AI052",
      "name": "Wonderful",
      "kind": "年化收入run-rate",
      "value": 1000000,
      "unit": "USD",
      "timing": "约2025-08，原文称一年前",
      "evidence": "E105",
      "scope": "公司整体",
      "selection": "historical-estimate",
      "reason": "原文日期精度和估算身份保留",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O050",
      "company": "AI053",
      "name": "Emergent",
      "kind": "原文称ARR",
      "value": 100000000,
      "unit": "USD",
      "timing": "2026-02历史里程碑；2026-04-01官方文章回顾，日不详",
      "evidence": "DATE-EM-ARR",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "官方补足月份；仍为自述，ARR与伙伴年化收入口径差异未解，不进入同期行业比较",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "O051",
      "company": "AI053",
      "name": "Emergent",
      "kind": "年化收入run-rate",
      "value": 100000000,
      "unit": "USD",
      "timing": "推出后8个月；2026-06-26文章",
      "evidence": "E108",
      "scope": "公司整体",
      "selection": "crosscheck",
      "reason": "同一里程碑，不能作为第二家公司或第二笔收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O052",
      "company": "AI054",
      "name": "Rork",
      "kind": "目标ARR",
      "value": 10000000,
      "unit": "USD",
      "timing": "2025年全年目标，2025-05-05披露",
      "evidence": "E109",
      "scope": "公司整体",
      "selection": "excluded",
      "reason": "未来目标，不是已实现ARR",
      "bound": ">=",
      "comparisonGroup": null
    },
    {
      "id": "O053",
      "company": "AI054",
      "name": "Rork",
      "kind": "客户ARR",
      "value": 2100000,
      "unit": "USD",
      "timing": "日历时点未核验",
      "evidence": "E110",
      "scope": "客户产品合计",
      "selection": "excluded",
      "reason": "归属客户，聚合榜单疑似误归为Rork收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O054",
      "company": "AI001",
      "name": "Result",
      "kind": "客户ARR",
      "value": 2800000,
      "unit": "USD",
      "timing": "8位早期用户，时点未注明",
      "evidence": "E119",
      "scope": "客户业务合计",
      "selection": "excluded",
      "reason": "不是Result收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O055",
      "company": "AI007",
      "name": "Paloma",
      "kind": "履历ARR",
      "value": 500000000,
      "unit": "USD",
      "timing": "创始人在Deel任职期间",
      "evidence": "E120",
      "scope": "上一家公司业务",
      "selection": "excluded",
      "reason": "不是Paloma收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O056",
      "company": "AI013",
      "name": "Clarm",
      "kind": "履历ARR",
      "value": 7000000,
      "unit": "USD",
      "timing": "创始人此前任职期间",
      "evidence": "E121",
      "scope": "上一家公司业务",
      "selection": "excluded",
      "reason": "不是Clarm收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O057",
      "company": "AI021",
      "name": "Roark",
      "kind": "履历ARR",
      "value": 1500000,
      "unit": "USD",
      "timing": "创始人此前任职期间",
      "evidence": "E122",
      "scope": "上一家公司业务",
      "selection": "excluded",
      "reason": "不是Roark收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O058",
      "company": "AI034",
      "name": "Raven（原Sintem）",
      "kind": "履历ARR",
      "value": 1100000,
      "unit": "USD",
      "timing": "创始人此前教育SaaS",
      "evidence": "E123",
      "scope": "上一家公司业务",
      "selection": "excluded",
      "reason": "不是Raven收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O059",
      "company": "AI009",
      "name": "Pacific",
      "kind": "意向书金额",
      "value": 95000000,
      "unit": "USD",
      "timing": "页面未注明日历时点",
      "evidence": "E118",
      "scope": "托管算力LOI",
      "selection": "excluded",
      "reason": "意向书不等于收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O060",
      "company": "AI009",
      "name": "Pacific",
      "kind": "意向书金额",
      "value": 27000000,
      "unit": "USD",
      "timing": "页面未注明日历时点",
      "evidence": "E118",
      "scope": "设备销售LOI",
      "selection": "excluded",
      "reason": "意向书不等于收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O061",
      "company": "AI051",
      "name": "Gradium",
      "kind": "融资额",
      "value": 70000000,
      "unit": "USD",
      "timing": "2025-12-02",
      "evidence": "E115",
      "scope": "种子轮",
      "selection": "funding",
      "reason": "融资不是ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O062",
      "company": "AI052",
      "name": "Wonderful",
      "kind": "融资额",
      "value": 550000000,
      "unit": "USD",
      "timing": "2026-09-02",
      "evidence": "E116",
      "scope": "C轮",
      "selection": "funding",
      "reason": "本轮融资金额",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O063",
      "company": "AI050",
      "name": "Ricursive Intelligence",
      "kind": "融资额",
      "value": 335000000,
      "unit": "USD",
      "timing": "官网访问快照，业务时点未注明",
      "evidence": "E117",
      "scope": "累计支持资金",
      "selection": "funding",
      "reason": "融资不是收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O064",
      "company": "AI055",
      "name": "Peec AI",
      "kind": "ARR",
      "value": 4000000,
      "unit": "USD",
      "timing": "2025-11-18公告时点",
      "evidence": "E088",
      "scope": "公司整体",
      "selection": "historical",
      "reason": "较早披露，保留历史；超过值不当作精确值",
      "bound": ">",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "O065",
      "company": "AI055",
      "name": "Peec AI",
      "kind": "ARR",
      "value": 10000000,
      "unit": "USD",
      "timing": "2026-05-28公告时点",
      "evidence": "E089",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "本轮有明确公告时点的公司美元披露；招聘另有1500万声明但币种与业务截止日待核，非当前10月值",
      "bound": ">",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "O066",
      "company": "AI055",
      "name": "Peec AI",
      "kind": "ARR估算",
      "value": 15000000,
      "unit": "USD",
      "timing": "2026-08；第三方估计",
      "evidence": "E090",
      "scope": "公司整体",
      "selection": "historical-estimate",
      "reason": "后续估算单列，不覆盖公司披露",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "O067",
      "company": "AI055",
      "name": "Peec AI",
      "kind": "员工人数",
      "value": 70,
      "unit": "人",
      "timing": "2026-05-28公司公告",
      "evidence": "E089",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "人数下界；员工与YC Team Size口径不同",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "O068",
      "company": "AI055",
      "name": "Peec AI",
      "kind": "客户数量",
      "value": 2500,
      "unit": "家",
      "timing": "2026-05-28公司公告",
      "evidence": "E089",
      "scope": "公司整体",
      "selection": "adoption",
      "reason": "未声明全部为付费客户，不能直接用作ARPU分母",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "O069",
      "company": "AI056",
      "name": "Base44",
      "kind": "ARR",
      "value": 100000000,
      "unit": "USD",
      "timing": "2026-03-04公告称近期达到",
      "evidence": "E092",
      "scope": "公司整体",
      "selection": "historical",
      "reason": "非2025年末指标；保留历史",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "O070",
      "company": "AI056",
      "name": "Base44",
      "kind": "ARR",
      "value": 150000000,
      "unit": "USD",
      "timing": "2026-05；5月13日公告",
      "evidence": "E093",
      "scope": "公司整体",
      "selection": "historical",
      "reason": "近似值；后有新披露",
      "bound": "≈",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "O071",
      "company": "AI056",
      "name": "Base44",
      "kind": "ARR",
      "value": 200000000,
      "unit": "USD",
      "timing": "2026-08-20创始人声明报道",
      "evidence": "E095",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "媒体转述，未审计；已收购业务单列",
      "bound": ">",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "O072",
      "company": "AI056",
      "name": "Base44",
      "kind": "非GAAP毛利率预期",
      "value": 60,
      "unit": "百分比",
      "timing": "2026-08-04对2026下半年预测",
      "evidence": "E094",
      "scope": "公司整体",
      "selection": "excluded",
      "reason": "预测，不是已实现利润，也不是ARR",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "O073",
      "company": "AI057",
      "name": "Alia",
      "kind": "live ARR",
      "value": 115000,
      "unit": "USD",
      "timing": "上线三个月；日历截止日未注明，2026-10-30访问",
      "evidence": "E097",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "投资机构资料，含义及经常性待确认",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "O074",
      "company": "AI057",
      "name": "Alia",
      "kind": "员工人数",
      "value": 6,
      "unit": "人",
      "timing": "2026-10-30访问；业务截至日未注明",
      "evidence": "E097",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "公司在投资机构名录的信息，非独立审计",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "O075",
      "company": "AI058",
      "name": "Cluely",
      "kind": "已撤回的ARR声明",
      "value": 7000000,
      "unit": "USD",
      "timing": "2025-07-03报道；2026-03-05更正",
      "evidence": "E099",
      "scope": "公司整体",
      "selection": "excluded",
      "reason": "声明失效，见E100；不能进入均值或图中有效收入信号",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "MR-O-boothie-mrr",
      "company": "MR001",
      "name": "Boothie",
      "kind": "平台MRR",
      "value": 53101,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 06:15 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-boothie",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-boothie-revenue-30d",
      "company": "MR001",
      "name": "Boothie",
      "kind": "平台近30日收入",
      "value": 52955,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 06:15 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-boothie",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-white-glove-content-mrr",
      "company": "MR002",
      "name": "White Glove Content",
      "kind": "平台MRR",
      "value": 62423,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 06:08 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-white-glove-content",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-white-glove-content-revenue-30d",
      "company": "MR002",
      "name": "White Glove Content",
      "kind": "平台近30日收入",
      "value": 66934,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 06:08 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-white-glove-content",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-speel-co-mrr",
      "company": "MR003",
      "name": "Speel.co",
      "kind": "平台MRR",
      "value": 65381,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 02:31 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-speel-co",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-speel-co-revenue-30d",
      "company": "MR003",
      "name": "Speel.co",
      "kind": "平台近30日收入",
      "value": 1764,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 02:31 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-speel-co",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-laper-mrr",
      "company": "MR004",
      "name": "Laper",
      "kind": "平台MRR",
      "value": 49069,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 02:39 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-laper",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-laper-revenue-30d",
      "company": "MR004",
      "name": "Laper",
      "kind": "平台近30日收入",
      "value": 52365,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 02:39 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-laper",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-getebook-ai-mrr",
      "company": "MR005",
      "name": "GETebook.ai",
      "kind": "平台MRR",
      "value": 10629,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 03:25 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-getebook-ai",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-getebook-ai-revenue-30d",
      "company": "MR005",
      "name": "GETebook.ai",
      "kind": "平台近30日收入",
      "value": 37341,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 03:25 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-getebook-ai",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-trackai-mrr",
      "company": "MR006",
      "name": "TrackAI",
      "kind": "平台MRR",
      "value": 19437,
      "unit": "USD",
      "timing": "平台最后同步2026-10-27；2026-10-30读取，时区未注明",
      "evidence": "MR-E-trackai",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-27",
      "provider": "RevenueCat",
      "connectionExpired": true,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-trackai-revenue-30d",
      "company": "MR006",
      "name": "TrackAI",
      "kind": "平台近30日收入",
      "value": 19541,
      "unit": "USD",
      "timing": "平台最后同步2026-10-27；2026-10-30读取，时区未注明",
      "evidence": "MR-E-trackai",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-27",
      "provider": "RevenueCat",
      "connectionExpired": true,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-nutria-mrr",
      "company": "MR007",
      "name": "nutrIA（Nutria Inc）",
      "kind": "平台MRR",
      "value": 18198,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 03:35 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-nutria",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-nutria-revenue-30d",
      "company": "MR007",
      "name": "nutrIA（Nutria Inc）",
      "kind": "平台近30日收入",
      "value": 37377,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 03:35 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-nutria",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-nutria-9e3eaa-mrr",
      "company": "MR008",
      "name": "Calyra（平台名Nutria 9e3eaa）",
      "kind": "平台MRR",
      "value": 46562,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 06:31 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-nutria-9e3eaa",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-nutria-9e3eaa-revenue-30d",
      "company": "MR008",
      "name": "Calyra（平台名Nutria 9e3eaa）",
      "kind": "平台近30日收入",
      "value": 74339,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 06:31 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-nutria-9e3eaa",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-verbi-mrr",
      "company": "MR009",
      "name": "Verbi",
      "kind": "平台MRR",
      "value": 22066,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 05:48 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-verbi",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-verbi-revenue-30d",
      "company": "MR009",
      "name": "Verbi",
      "kind": "平台近30日收入",
      "value": 32324,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 05:48 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-verbi",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-abmaxx-mrr",
      "company": "MR010",
      "name": "AbMaxx",
      "kind": "平台MRR",
      "value": 20483,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 04:47 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-abmaxx",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-abmaxx-revenue-30d",
      "company": "MR010",
      "name": "AbMaxx",
      "kind": "平台近30日收入",
      "value": 42064,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 04:47 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-abmaxx",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-traxy-ai-mrr",
      "company": "MR011",
      "name": "traxy.ai",
      "kind": "平台MRR",
      "value": 52438,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 06:14 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-traxy-ai",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-traxy-ai-revenue-30d",
      "company": "MR011",
      "name": "traxy.ai",
      "kind": "平台近30日收入",
      "value": 57174,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 06:14 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-traxy-ai",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-notfair-mrr",
      "company": "MR012",
      "name": "NotFair",
      "kind": "平台MRR",
      "value": 13376,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 04:24 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-notfair",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-notfair-revenue-30d",
      "company": "MR012",
      "name": "NotFair",
      "kind": "平台近30日收入",
      "value": 16441,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 04:24 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-notfair",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-adspirer-mrr",
      "company": "MR013",
      "name": "Adspirer",
      "kind": "平台MRR",
      "value": 54684,
      "unit": "USD",
      "timing": "平台最后同步2026-06-29；2026-10-30读取，时区未注明",
      "evidence": "MR-E-adspirer",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-06-29",
      "provider": "Stripe",
      "connectionExpired": true,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-adspirer-revenue-30d",
      "company": "MR013",
      "name": "Adspirer",
      "kind": "平台近30日收入",
      "value": 70229,
      "unit": "USD",
      "timing": "平台最后同步2026-06-29；2026-10-30读取，时区未注明",
      "evidence": "MR-E-adspirer",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-06-29",
      "provider": "Stripe",
      "connectionExpired": true,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-prosp-mrr",
      "company": "MR014",
      "name": "PROSP",
      "kind": "平台MRR",
      "value": 128005,
      "unit": "USD",
      "timing": "平台最后同步2026-02-05；2026-10-30读取，时区未注明",
      "evidence": "MR-E-prosp",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-02-05",
      "provider": "Stripe",
      "connectionExpired": true,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-prosp-revenue-30d",
      "company": "MR014",
      "name": "PROSP",
      "kind": "平台近30日收入",
      "value": 98483,
      "unit": "USD",
      "timing": "平台最后同步2026-02-05；2026-10-30读取，时区未注明",
      "evidence": "MR-E-prosp",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-02-05",
      "provider": "Stripe",
      "connectionExpired": true,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-rank-prompt-mrr",
      "company": "MR015",
      "name": "Rank Prompt",
      "kind": "平台MRR",
      "value": 40112,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 04:33 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-rank-prompt",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-rank-prompt-revenue-30d",
      "company": "MR015",
      "name": "Rank Prompt",
      "kind": "平台近30日收入",
      "value": 52297,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 04:33 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-rank-prompt",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-chatseo-mrr",
      "company": "MR016",
      "name": "ChatSEO",
      "kind": "平台MRR",
      "value": 33334,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 02:39 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-chatseo",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-chatseo-revenue-30d",
      "company": "MR016",
      "name": "ChatSEO",
      "kind": "平台近30日收入",
      "value": 48852,
      "unit": "USD",
      "timing": "平台最后同步2026-10-29 02:39 PM；2026-10-30读取，时区未注明",
      "evidence": "MR-E-chatseo",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-superfruits-mrr",
      "company": "AI016",
      "name": "Gojiberry AI",
      "kind": "平台MRR",
      "value": 424368,
      "unit": "USD",
      "timing": "平台最后同步2026-08-14；2026-10-30读取，时区未注明",
      "evidence": "MR-E-superfruits",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-08-14",
      "provider": "Stripe",
      "connectionExpired": true,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-superfruits-revenue-30d",
      "company": "AI016",
      "name": "Gojiberry AI",
      "kind": "平台近30日收入",
      "value": 407199,
      "unit": "USD",
      "timing": "平台最后同步2026-08-14；2026-10-30读取，时区未注明",
      "evidence": "MR-E-superfruits",
      "scope": "产品/业务，法律主体未核验",
      "selection": "platform",
      "reason": "保留平台显示取整值；MRR不等于近30日收款，MRR×12不是已审计ARR。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-08-14",
      "provider": "Stripe",
      "connectionExpired": true,
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-boothie-subscriptions",
      "company": "MR001",
      "name": "Boothie",
      "kind": "平台活跃订阅数",
      "value": 2240,
      "unit": "份订阅",
      "timing": "平台最后同步2026-10-29 06:15 PM；时区未注明",
      "evidence": "MR-E-boothie",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-white-glove-content-subscriptions",
      "company": "MR002",
      "name": "White Glove Content",
      "kind": "平台活跃订阅数",
      "value": 516,
      "unit": "份订阅",
      "timing": "平台最后同步2026-10-29 06:08 PM；时区未注明",
      "evidence": "MR-E-white-glove-content",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-speel-co-subscriptions",
      "company": "MR003",
      "name": "Speel.co",
      "kind": "平台活跃订阅数",
      "value": 1099,
      "unit": "份订阅",
      "timing": "平台最后同步2026-10-29 02:31 PM；时区未注明",
      "evidence": "MR-E-speel-co",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-laper-subscriptions",
      "company": "MR004",
      "name": "Laper",
      "kind": "平台活跃订阅数",
      "value": 1510,
      "unit": "份订阅",
      "timing": "平台最后同步2026-10-29 02:39 PM；时区未注明",
      "evidence": "MR-E-laper",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-getebook-ai-subscriptions",
      "company": "MR005",
      "name": "GETebook.ai",
      "kind": "平台活跃订阅数",
      "value": 223,
      "unit": "份订阅",
      "timing": "平台最后同步2026-10-29 03:25 PM；时区未注明",
      "evidence": "MR-E-getebook-ai",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-trackai-subscriptions",
      "company": "MR006",
      "name": "TrackAI",
      "kind": "平台活跃订阅数",
      "value": 5160,
      "unit": "份订阅",
      "timing": "平台最后同步2026-10-27；时区未注明",
      "evidence": "MR-E-trackai",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-10-27",
      "provider": "RevenueCat",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-nutria-subscriptions",
      "company": "MR007",
      "name": "nutrIA（Nutria Inc）",
      "kind": "平台活跃订阅数",
      "value": 5896,
      "unit": "份订阅",
      "timing": "平台最后同步2026-10-29 03:35 PM；时区未注明",
      "evidence": "MR-E-nutria",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-nutria-9e3eaa-subscriptions",
      "company": "MR008",
      "name": "Calyra（平台名Nutria 9e3eaa）",
      "kind": "平台活跃订阅数",
      "value": 15352,
      "unit": "份订阅",
      "timing": "平台最后同步2026-10-29 06:31 PM；时区未注明",
      "evidence": "MR-E-nutria-9e3eaa",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-verbi-subscriptions",
      "company": "MR009",
      "name": "Verbi",
      "kind": "平台活跃订阅数",
      "value": 4796,
      "unit": "份订阅",
      "timing": "平台最后同步2026-10-29 05:48 PM；时区未注明",
      "evidence": "MR-E-verbi",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-abmaxx-subscriptions",
      "company": "MR010",
      "name": "AbMaxx",
      "kind": "平台活跃订阅数",
      "value": 5634,
      "unit": "份订阅",
      "timing": "平台最后同步2026-10-29 04:47 PM；时区未注明",
      "evidence": "MR-E-abmaxx",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-10-29",
      "provider": "RevenueCat",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-traxy-ai-subscriptions",
      "company": "MR011",
      "name": "traxy.ai",
      "kind": "平台活跃订阅数",
      "value": 242,
      "unit": "份订阅",
      "timing": "平台最后同步2026-10-29 06:14 PM；时区未注明",
      "evidence": "MR-E-traxy-ai",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-notfair-subscriptions",
      "company": "MR012",
      "name": "NotFair",
      "kind": "平台活跃订阅数",
      "value": 113,
      "unit": "份订阅",
      "timing": "平台最后同步2026-10-29 04:24 PM；时区未注明",
      "evidence": "MR-E-notfair",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-adspirer-subscriptions",
      "company": "MR013",
      "name": "Adspirer",
      "kind": "平台活跃订阅数",
      "value": 742,
      "unit": "份订阅",
      "timing": "平台最后同步2026-06-29；时区未注明",
      "evidence": "MR-E-adspirer",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-06-29",
      "provider": "Stripe",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-prosp-subscriptions",
      "company": "MR014",
      "name": "PROSP",
      "kind": "平台活跃订阅数",
      "value": 1108,
      "unit": "份订阅",
      "timing": "平台最后同步2026-02-05；时区未注明",
      "evidence": "MR-E-prosp",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-02-05",
      "provider": "Stripe",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-rank-prompt-subscriptions",
      "company": "MR015",
      "name": "Rank Prompt",
      "kind": "平台活跃订阅数",
      "value": 213,
      "unit": "份订阅",
      "timing": "平台最后同步2026-10-29 04:33 PM；时区未注明",
      "evidence": "MR-E-rank-prompt",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-chatseo-subscriptions",
      "company": "MR016",
      "name": "ChatSEO",
      "kind": "平台活跃订阅数",
      "value": 750,
      "unit": "份订阅",
      "timing": "平台最后同步2026-10-29 02:39 PM；时区未注明",
      "evidence": "MR-E-chatseo",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "origin": "payment-platform"
    },
    {
      "id": "MR-O-superfruits-subscriptions",
      "company": "AI016",
      "name": "Gojiberry AI",
      "kind": "平台活跃订阅数",
      "value": 3944,
      "unit": "份订阅",
      "timing": "平台最后同步2026-08-14；时区未注明",
      "evidence": "MR-E-superfruits",
      "scope": "产品/业务，未去重客户或法律主体",
      "selection": "adoption",
      "reason": "平台订阅数不等于独立付费客户数；不据此直接计算客户ARPU。",
      "bound": "=",
      "comparisonGroup": null,
      "observedAt": "2026-08-14",
      "provider": "Stripe",
      "origin": "payment-platform"
    },
    {
      "id": "RUN-O-ARR",
      "company": "AI059",
      "name": "Runable",
      "kind": "原文称ARR",
      "value": 2000000,
      "unit": "USD",
      "timing": "收费启动三周后；2026-08-26公告回顾，具体截止日未知",
      "evidence": "RUN-ANN",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "历史自述，非公告时点当前值；经常性定义与留存待核验",
      "bound": ">",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "RUN-O-FUND",
      "company": "AI059",
      "name": "Runable",
      "kind": "本轮融资",
      "value": 21000000,
      "unit": "USD",
      "timing": "2026-08-26公告",
      "evidence": "RUN-ANN",
      "scope": "公司融资",
      "selection": "funding",
      "reason": "融资不计入收入或ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "RUN-O-USERS",
      "company": "AI059",
      "name": "Runable",
      "kind": "用户数",
      "value": 1500000,
      "unit": "用户",
      "timing": "2026-08-26投资方公告",
      "evidence": "RUN-INV",
      "scope": "平台用户",
      "selection": "adoption",
      "reason": "非付费客户数，不用于直接推算ARPA",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DATE-WON-TEAM",
      "company": "AI052",
      "name": "Wonderful",
      "kind": "员工人数",
      "value": 650,
      "unit": "人",
      "timing": "2026-09-02公司公告",
      "evidence": "E116",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "官方披露快照，非10月当前人数，不与未经核验的其他团队字段计算收入效率",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DATE-PEEC-USE",
      "company": "AI055",
      "name": "Peec AI",
      "kind": "采用公司数量",
      "value": 3500,
      "unit": "家",
      "timing": "2026-10-22公司公告",
      "evidence": "DATE-PEEC-OCT",
      "scope": "平台采用",
      "selection": "adoption",
      "reason": "并非明确付费客户，不能直接作ARPA分母或反推ARR",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "SR-O-AI063-arr",
      "company": "AI063",
      "name": "Proper Motion",
      "kind": "原文称ARR",
      "value": 270000,
      "unit": "原文$，币种待核",
      "timing": "私测三周后；日历时点未知",
      "evidence": "SR-E-proper-motion",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "私测三周里程碑，币种与日期未核；不是当前统一时点值",
      "bound": ">",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "SR-O-AI063-pipeline",
      "company": "AI063",
      "name": "Proper Motion",
      "kind": "合同管线",
      "value": 2000000,
      "unit": "原文$，币种待核",
      "timing": "仅相对时长，日历时点未注明",
      "evidence": "SR-E-proper-motion",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "Pipeline不是已经实现的收入或ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR-O-AI064-arr",
      "company": "AI064",
      "name": "Cluster",
      "kind": "原文称ARR",
      "value": 260000,
      "unit": "原文$，币种待核",
      "timing": "推出后11周；日历时点未知",
      "evidence": "SR-E-cluster",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "前11周里程碑，日期及币种未核",
      "bound": ">",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "SR-O-AI065-arr",
      "company": "AI065",
      "name": "Codos",
      "kind": "七位数live ARR下界",
      "value": 1000000,
      "unit": "币种未注明",
      "timing": "仅相对时长，日历时点未注明",
      "evidence": "SR-E-codos",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "仅表示原文七位数的数量级下界，非精确100万；上界小于1000万，币种与合同口径未知",
      "bound": "≥",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "SR-O-AI065-impact",
      "company": "AI065",
      "name": "Codos",
      "kind": "客户经营影响",
      "value": 10000000,
      "unit": "原文$，币种待核",
      "timing": "仅相对时长，日历时点未注明",
      "evidence": "SR-E-codos",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "客户影响金额不是本公司收入",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "SR-O-AI066-headline",
      "company": "AI066",
      "name": "Variant",
      "kind": "标题称ARR",
      "value": 600000,
      "unit": "原文$，币种待核",
      "timing": "仅相对时长，日历时点未注明",
      "evidence": "SR-E-variant-now",
      "scope": "公司整体",
      "selection": "crosscheck",
      "reason": "与同页正文50万冲突，日期排序未知；保留两值，均不选为代表收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR-O-AI066-body",
      "company": "AI066",
      "name": "Variant",
      "kind": "正文称ARR",
      "value": 500000,
      "unit": "原文$，币种待核",
      "timing": "仅相对时长，日历时点未注明",
      "evidence": "SR-E-variant-now",
      "scope": "公司整体",
      "selection": "crosscheck",
      "reason": "与同页标题60万冲突，不能通过取最大值自动选最新",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR-O-AI066-pipeline",
      "company": "AI066",
      "name": "Variant",
      "kind": "合同管线",
      "value": 2500000,
      "unit": "原文$，币种待核",
      "timing": "仅相对时长，日历时点未注明",
      "evidence": "SR-E-variant-now",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "潜在合同不是已实现ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR-O-AI066-biography",
      "company": "AI066",
      "name": "Variant",
      "kind": "创始人此前公司ARR",
      "value": 40000000,
      "unit": "原文$，币种待核",
      "timing": "仅相对时长，日历时点未注明",
      "evidence": "SR-E-variant-now",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "属于Workiz创始人履历，不归Variant",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR-O-AI067-runrate",
      "company": "AI067",
      "name": "Abliteration.ai",
      "kind": "正文称run rate（标题称ARR）",
      "value": 7000000,
      "unit": "原文$，币种待核",
      "timing": "仅相对时长，日历时点未注明",
      "evidence": "SR-E-abliteration",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "金额相近但经常性定义不明确，排除同期ARR比较",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "SR-O-AI068-arr",
      "company": "AI068",
      "name": "Quinn",
      "kind": "原文称ARR",
      "value": 1100000,
      "unit": "原文$，币种待核",
      "timing": "约五个月内的末端里程碑；日历时点未知",
      "evidence": "SR-E-quinn",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "约五个月后的历史披露下界，币种与日期未核",
      "bound": ">",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "SR-O-AI068-early",
      "company": "AI068",
      "name": "Quinn",
      "kind": "较早ARR",
      "value": 200000,
      "unit": "原文$，币种待核",
      "timing": "仅相对时长，日历时点未注明",
      "evidence": "SR-E-quinn",
      "scope": "公司整体",
      "selection": "historical",
      "reason": "同一公司较早阶段，不作第二家公司或第二笔收入",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "SR-O-AI068-customers",
      "company": "AI068",
      "name": "Quinn",
      "kind": "客户数",
      "value": 65,
      "unit": "家",
      "timing": "仅相对时长，日历时点未注明",
      "evidence": "SR-E-quinn",
      "scope": "非同期比较记录",
      "selection": "adoption",
      "reason": "非明确付费客户数，不直接作ARPA分母",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "SR-O-AI069-arr",
      "company": "AI069",
      "name": "Infragrid",
      "kind": "原文称ARR",
      "value": 302000,
      "unit": "原文$，币种待核",
      "timing": "两周后；日历时点未知",
      "evidence": "SR-E-infragrid",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "两周里程碑；日期、币种和经常性定义未核",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "TECH-GRAD-O-elo",
      "company": "AI051",
      "name": "Gradium",
      "kind": "TTS偏好Elo（95%区间1162—1188）",
      "value": 1175,
      "unit": "Elo",
      "timing": "2026-10-30榜单访问快照；模型标注Sep 2026",
      "evidence": "TECH-GRAD-TTS",
      "scope": "Gradium TTS (Sep 2026)，Provider Voice Arena",
      "selection": "technical",
      "reason": "仅同一Provider Voice Arena内有相对意义，非准确率或公司评分",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "TECH-GRAD-O-samples",
      "company": "AI051",
      "name": "Gradium",
      "kind": "页面Samples计数",
      "value": 2534,
      "unit": "比较样本",
      "timing": "2026-10-30榜单访问快照；模型标注Sep 2026",
      "evidence": "TECH-GRAD-TTS",
      "scope": "Gradium TTS (Sep 2026)，Provider Voice Arena",
      "selection": "technical",
      "reason": "不是独立付费用户或去重评审人数，不作为客户规模",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "TECH-GRAD-O-price",
      "company": "AI051",
      "name": "Gradium",
      "kind": "第三方折算TTS价格",
      "value": 47.8,
      "unit": "USD/百万字符",
      "timing": "2026-10-30榜单访问快照；模型标注Sep 2026",
      "evidence": "TECH-GRAD-TTS",
      "scope": "Gradium TTS (Sep 2026)，Provider Voice Arena",
      "selection": "technical",
      "reason": "按评测方方法折算；不是公司收入、推理成本或毛利",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "ROCKET-O-arr",
      "company": "AI071",
      "name": "Rocket.new",
      "kind": "历史产品ARR",
      "value": 4500000,
      "unit": "原文$，币种待核",
      "timing": "2025-06beta上线后三个月；约2025-09为推算月份，非原文精确截止日",
      "evidence": "ROCKET-ARR",
      "scope": "Rocket转型产品/业务",
      "selection": "historical",
      "reason": "转型产品历史里程碑，不能视为前身全部业务或2026当前公司ARR",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "ROCKET-O-subscribers",
      "company": "AI071",
      "name": "Rocket.new",
      "kind": "官方称付费订阅者",
      "value": 10000,
      "unit": "名订阅者",
      "timing": "与历史ARR一并回顾，具体截止日未说明",
      "evidence": "ROCKET-ARR",
      "scope": "Rocket转型产品/业务",
      "selection": "adoption",
      "reason": "不是2026-10月活跃付费人数，也不假设等于去重客户",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "ROCKET-O-funding",
      "company": "AI071",
      "name": "Rocket.new",
      "kind": "本轮融资",
      "value": 15000000,
      "unit": "原文$，币种待核",
      "timing": "2025-09-23公告",
      "evidence": "ROCKET-LAUNCH",
      "scope": "Rocket转型产品/业务",
      "selection": "funding",
      "reason": "本轮融资，不计入收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-CONTRARIO-revenue",
      "company": "YC30215",
      "name": "Contrario",
      "kind": "原文称年化收入",
      "value": 6000000,
      "unit": "原文$，币种待核",
      "timing": "不足六个月内的里程碑，日历截至日未注明；2026-10-30读取",
      "evidence": "YC-E-30215",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "不是明确经常性ARR，顾问分账与总额/净额待核",
      "bound": ">",
      "comparisonGroup": null,
      "metric": "annualized-revenue"
    },
    {
      "id": "DEPTH-CONTRARIO-payout",
      "company": "YC30215",
      "name": "Contrario",
      "kind": "向招聘顾问付款",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "不足六个月内的里程碑，日历截至日未注明；2026-10-30读取",
      "evidence": "YC-E-30215",
      "scope": "招聘顾问分账",
      "selection": "excluded",
      "reason": "不是额外公司收入，不能与年化收入简单相减推算毛利",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-CONTRARIO-placements",
      "company": "YC30215",
      "name": "Contrario",
      "kind": "已安置候选人",
      "value": 150,
      "unit": "名候选人",
      "timing": "不足六个月内的里程碑，日历截至日未注明；2026-10-30读取",
      "evidence": "YC-E-30215",
      "scope": "平台业务",
      "selection": "adoption",
      "reason": "累计安置不是付费企业数或当期活跃用户",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-CONTRARIO-clients",
      "company": "YC30215",
      "name": "Contrario",
      "kind": "采用企业",
      "value": 200,
      "unit": "家企业",
      "timing": "不足六个月内的里程碑，日历截至日未注明；2026-10-30读取",
      "evidence": "YC-E-30215",
      "scope": "平台业务",
      "selection": "adoption",
      "reason": "未说明全部为付费企业，不直接作ARPA分母",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-INCOME-30302-founder",
      "company": "YC30302",
      "name": "Misprint",
      "kind": "创始人此前卖卡业务原文ARR",
      "value": 500000,
      "unit": "原文$，币种待核",
      "timing": "全职卖卡三个月内；发布帖指向2024年业务；2026-10-30读取",
      "evidence": "YC-E-30302",
      "scope": "创始人此前个人业务",
      "selection": "excluded",
      "reason": "不是Misprint平台ARR；非经常性卡牌销售也不能未经核验认作订阅ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-INCOME-30724-mrr",
      "company": "YC30724",
      "name": "Risely AI",
      "kind": "公司自述MRR",
      "value": 8000,
      "unit": "原文$，币种待核",
      "timing": "上线六周后的里程碑，日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-30724",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "缺少币种代码、日历截止日及经常性定义；不乘12当作已验证ARR",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "mrr"
    },
    {
      "id": "DEPTH-INCOME-30847-pipeline",
      "company": "YC30847",
      "name": "Brickwise",
      "kind": "销售管线中的cARR企业合同",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "成立六个月附近，日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-30847",
      "scope": "企业销售管线",
      "selection": "excluded",
      "reason": "cARR在销售管线语境中；签约、上线和实现收入未确认",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-INCOME-30847-funding",
      "company": "YC30847",
      "name": "Brickwise",
      "kind": "公司自述累计融资",
      "value": 3000000,
      "unit": "原文$，币种待核",
      "timing": "成立六个月内，日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-30847",
      "scope": "公司融资",
      "selection": "funding",
      "reason": "资本投入不是经营收入；不与履历中的前公司融资相加",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-INCOME-30847-customers",
      "company": "YC30847",
      "name": "Brickwise",
      "kind": "公司自述客户数",
      "value": 10,
      "unit": "家客户",
      "timing": "日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-30847",
      "scope": "公司客户",
      "selection": "adoption",
      "reason": "未明确全部付费、合同金额与活跃状态，不作ARPA分母",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-INCOME-30997-contracted",
      "company": "YC30997",
      "name": "LunaBill",
      "kind": "公司自述contracted ARR",
      "value": 764000,
      "unit": "原文$，币种待核",
      "timing": "七月发布后；余量预计2026年1月上线，声明截止日未知；2026-10-30读取",
      "evidence": "YC-E-30997",
      "scope": "公司合同承诺",
      "selection": "excluded",
      "reason": "包含尚未上线部分；合同期限、取消条款与币种待核，不当作已上线ARR",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "DEPTH-INCOME-30997-live",
      "company": "YC30997",
      "name": "LunaBill",
      "kind": "公司原文live revenue",
      "value": 428000,
      "unit": "原文$，币种待核",
      "timing": "与合同声明同时；日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-30997",
      "scope": "已上线业务，原文定义不完整",
      "selection": "excluded",
      "reason": "上下文为合同ARR中的live部分，未明示是否同样按年计及确认规则，不自行补为ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-INCOME-30997-recovery",
      "company": "YC30997",
      "name": "LunaBill",
      "kind": "为客户追回的款项",
      "value": 30000000,
      "unit": "原文$，币种待核",
      "timing": "发布帖进度，日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-30997",
      "scope": "医疗账单客户成果",
      "selection": "excluded",
      "reason": "保险回款属于客户，不是LunaBill收入",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-INCOME-31493-committed",
      "company": "YC31493",
      "name": "Plena Health",
      "kind": "公司自述七位数committed ARR",
      "value": 1000000,
      "unit": "原文未注明币种",
      "timing": "正文十个月，发布帖八个月，日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-31493",
      "scope": "公司合同承诺",
      "selection": "excluded",
      "reason": "仅记录七位数最低边界，不补成精确金额；合同承诺不等于已实现收入",
      "bound": "≥",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "DEPTH-INCOME-31548-mrr",
      "company": "YC31548",
      "name": "Hyper",
      "kind": "公司自述MRR",
      "value": 1000,
      "unit": "原文未注明币种",
      "timing": "上线十二天内，日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-31548",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "原文没有币种符号或代码；截止日未知，不参加美元MRR分组",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "mrr"
    },
    {
      "id": "DEPTH-INCOME-31548-teams",
      "company": "YC31548",
      "name": "Hyper",
      "kind": "公司自述采用团队",
      "value": 50,
      "unit": "个团队",
      "timing": "上线十二天内，日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-31548",
      "scope": "采用团队",
      "selection": "adoption",
      "reason": "onboarded不等于全部付费，不能直接推ARPA",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-INCOME-32200-arr",
      "company": "YC32200",
      "name": "Bizmark",
      "kind": "公司自述ARR",
      "value": 108000,
      "unit": "原文$，币种待核",
      "timing": "多个工厂上线，日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-32200",
      "scope": "Otto制造业产品业务",
      "selection": "historical",
      "reason": "币种代码、截止日和订阅/实施费定义不明，保留声明不作同期行业均值",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "DEPTH-INCOME-32200-founder",
      "company": "YC32200",
      "name": "Bizmark",
      "kind": "创始人此前业务收入",
      "value": 60000000,
      "unit": "原文$，币种待核",
      "timing": "此前业务，日历截至日未知；2026-10-30读取",
      "evidence": "YC-E-32200",
      "scope": "创始人此前企业履历",
      "selection": "excluded",
      "reason": "不是Bizmark收入；正文与创始人简介均指向此前业务",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-INCOME-33020-acquisition",
      "company": "YC33020",
      "name": "Radley",
      "kind": "收购相关年化收入",
      "value": 4600000,
      "unit": "原文$，币种待核",
      "timing": "公告未给日历截止日及交割日；2026-10-30读取",
      "evidence": "YC-E-33020",
      "scope": "拟收购诊所与合并业务",
      "selection": "excluded",
      "reason": "正在收购与traction段并存；交割和并表时点未核，非纯软件ARR",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "annualized-revenue"
    },
    {
      "id": "DEPTH-INCOME-33020-contracts",
      "company": "YC33020",
      "name": "Radley",
      "kind": "公司自述合同额",
      "value": 2200000,
      "unit": "原文$，币种待核",
      "timing": "日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-33020",
      "scope": "医疗服务合同",
      "selection": "excluded",
      "reason": "未给合同期限、确认进度或经常性定义，不视为已实现收入或ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-FLOW-31259-annualized",
      "company": "YC31259",
      "name": "Tsenta",
      "kind": "原文Annualized，指标定义未明",
      "value": 3000000,
      "unit": "原文$，币种待核",
      "timing": "三个月内，日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-31259",
      "scope": "公司声明，收入定义待核",
      "selection": "excluded",
      "reason": "不能仅凭Annualized补成ARR；未列日历截止日及经常性定义",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-FLOW-31259-users",
      "company": "YC31259",
      "name": "Tsenta",
      "kind": "公司自述求职者规模",
      "value": 90000,
      "unit": "名求职者",
      "timing": "日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-31259",
      "scope": "使用者",
      "selection": "adoption",
      "reason": "不等于付费客户或留存用户；发布帖较小采用数不充当同日冲突",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-FLOW-31445-softwarecontract",
      "company": "YC31445",
      "name": "Harbor",
      "kind": "未来十二个月软件合同收入",
      "value": 187000,
      "unit": "原文$，币种待核",
      "timing": "合同覆盖随后十二个月，起算日未知；2026-10-30读取",
      "evidence": "YC-E-31445",
      "scope": "软件业务合同",
      "selection": "excluded",
      "reason": "未来合同额不等于已实现收入；不默认ARR",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-FLOW-31445-monthly",
      "company": "YC31445",
      "name": "Harbor",
      "kind": "发布帖月软件收入",
      "value": 15600,
      "unit": "原文$，币种待核",
      "timing": "发布帖未给日历业务截止日；2026-10-30读取",
      "evidence": "YC-E-31445",
      "scope": "软件业务",
      "selection": "historical",
      "reason": "未明确MRR定义与截止日，不直接乘12为ARR；与18.7万软件合同可能重叠不相加",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-FLOW-31445-cro",
      "company": "YC31445",
      "name": "Harbor",
      "kind": "三年CRO服务合同总额",
      "value": 1930000,
      "unit": "原文$，币种待核",
      "timing": "合同覆盖三年，起算日未知；2026-10-30读取",
      "evidence": "YC-E-31445",
      "scope": "全流程临床试验服务",
      "selection": "excluded",
      "reason": "多年服务交付合同，不平均摊成ARR，也不与软件合同重复确认",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-FLOW-31445-trials",
      "company": "YC31445",
      "name": "Harbor",
      "kind": "软件支持试验数",
      "value": 7,
      "unit": "项试验",
      "timing": "日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-31445",
      "scope": "软件业务",
      "selection": "adoption",
      "reason": "试验数不等于独立付费客户数",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-FLOW-32981-firstmonth",
      "company": "YC32981",
      "name": "Marengo",
      "kind": "公司自述首月收入",
      "value": 70000,
      "unit": "原文$，币种待核",
      "timing": "首月，日历月份未知；2026-10-30读取",
      "evidence": "YC-E-32981",
      "scope": "工程服务公司",
      "selection": "historical",
      "reason": "单月工程服务收入，不是MRR；不自动乘12",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-FLOW-32981-backlog",
      "company": "YC32981",
      "name": "Marengo",
      "kind": "待交付合同总额",
      "value": 4000000,
      "unit": "原文$，币种待核",
      "timing": "日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-32981",
      "scope": "工程服务待交付合同",
      "selection": "excluded",
      "reason": "合同周期、里程碑、取消条款及收入确认进度未知",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-FLOW-32749-totalvolume",
      "company": "YC32749",
      "name": "Arbital",
      "kind": "累计交易量",
      "value": 1350000000,
      "unit": "原文$，币种待核",
      "timing": "前七个月，日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-32749",
      "scope": "客户交易",
      "selection": "excluded",
      "reason": "交易量不等于公司收入；没有费率不能反推佣金",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-FLOW-32749-monthvolume",
      "company": "YC32749",
      "name": "Arbital",
      "kind": "月交易量",
      "value": 435000000,
      "unit": "原文$，币种待核",
      "timing": "日历月份未知；2026-10-30读取",
      "evidence": "YC-E-32749",
      "scope": "客户交易",
      "selection": "excluded",
      "reason": "原文月度交易量，不是MRR；交易量可包含重复换手",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-FLOW-32749-traders",
      "company": "YC32749",
      "name": "Arbital",
      "kind": "公司自述交易者",
      "value": 2700,
      "unit": "名交易者",
      "timing": "前七个月，日历截止日未知；2026-10-30读取",
      "evidence": "YC-E-32749",
      "scope": "交易者",
      "selection": "adoption",
      "reason": "不是付费订阅人数，不能与交易量直接反推收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-FLOW-32172-spend",
      "company": "YC32172",
      "name": "Jcode",
      "kind": "每月推理支出吞吐",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "日历月份未知；2026-10-30读取",
      "evidence": "YC-E-32172",
      "scope": "通过工具发生的推理支出",
      "selection": "excluded",
      "reason": "inference spend不是厂商收入；不按MRR或ARR统计",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DEPTH-FLOW-32138-bounty",
      "company": "YC32138",
      "name": "NebuSec",
      "kind": "漏洞奖金声明",
      "value": 400000,
      "unit": "原文$，币种待核",
      "timing": "日历累计区间未知；2026-10-30读取",
      "evidence": "YC-E-32138",
      "scope": "团队或VEGA成果，归属待核",
      "selection": "excluded",
      "reason": "奖金不是经常性ARR；需核获奖名单、时期和收款主体，不与个人履历奖金相加",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "KILO-O-developers",
      "company": "AI072",
      "name": "Kilo Code",
      "kind": "官网自述采用规模",
      "value": 5000000,
      "unit": "名开发者，未核独立付费客户",
      "timing": "官网未给业务截止日；2026-10-30读取",
      "evidence": "KILO-HOME",
      "scope": "Kilo产品采用或吞吐",
      "selection": "adoption",
      "reason": "采用和token吞吐不等于收入；日期与定义未对齐时不合并、不反推ARR。",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "KILO-O-tokens-home",
      "company": "AI072",
      "name": "Kilo Code",
      "kind": "首页月token吞吐",
      "value": 10000000000000,
      "unit": "tokens/月",
      "timing": "官网未给业务截止月；2026-10-30读取",
      "evidence": "KILO-HOME",
      "scope": "Kilo产品采用或吞吐",
      "selection": "adoption",
      "reason": "采用和token吞吐不等于收入；日期与定义未对齐时不合并、不反推ARR。",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "KILO-O-tokens-about",
      "company": "AI072",
      "name": "Kilo Code",
      "kind": "关于页月token吞吐",
      "value": 6000000000000,
      "unit": "tokens/月",
      "timing": "关于页未给业务截止月；2026-10-30读取",
      "evidence": "KILO-ABOUT",
      "scope": "Kilo产品采用或吞吐",
      "selection": "adoption",
      "reason": "采用和token吞吐不等于收入；日期与定义未对齐时不合并、不反推ARR。",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "KILO-O-developers-acq",
      "company": "AI072",
      "name": "Kilo Code",
      "kind": "收购公告采用规模",
      "value": 3000000,
      "unit": "名开发者，未核独立付费客户",
      "timing": "2026-07-15收购公告；2026-10-30读取",
      "evidence": "KILO-ACQ",
      "scope": "Kilo产品采用或吞吐",
      "selection": "adoption",
      "reason": "采用和token吞吐不等于收入；日期与定义未对齐时不合并、不反推ARR。",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "PEEC-JOB-ARR",
      "company": "AI055",
      "name": "Peec AI",
      "kind": "ARR（招聘自述）",
      "value": 15000000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-30访问；招聘页列2026-09-22发布，18个月里程碑的日历业务截止日未注明",
      "evidence": "PEEC-JOBS",
      "scope": "公司整体",
      "selection": "historical",
      "reason": "招聘自述非独立审计；不由发布日期推业务时点，不与Sacra估算合并或作为同期美元ARR",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "PEEC-JOB-TEAM",
      "company": "AI055",
      "name": "Peec AI",
      "kind": "团队人数",
      "value": 100,
      "unit": "人",
      "timing": "2026-10-30访问招聘转载；人数统计日未注明",
      "evidence": "PEEC-JOBS",
      "scope": "公司团队",
      "selection": "scale",
      "reason": "原文100+作为人数下界；不同时间和来源的团队数字不相加或平均",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "AQ-O-RUNRATE",
      "company": "YC30303",
      "name": "AfterQuery",
      "kind": "公司自述收入运行率，非已核经常性ARR",
      "value": 100000000,
      "unit": "原文$，币种待核",
      "timing": "页面标2026-04-09；指标具体截至日未注明，当前正文于2026-10-30读取",
      "evidence": "AQ-RUNRATE",
      "scope": "公司整体",
      "selection": "historical",
      "reason": "原文未展开运行率周期、经常性及总额/净额定义；无明确指标截至日和币种，不补成年化收入或ARR，不进MRR比较组",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "BS-O-LATKA-2025",
      "company": "YC30500",
      "name": "Besimple AI",
      "kind": "第三方估算年收入，非公司披露ARR",
      "value": 440000,
      "unit": "原文$，币种待核",
      "timing": "估算标2025年9月；年度覆盖未展开，页面更新2026-08-10，2026-10-30读取",
      "evidence": "BS-LATKA",
      "scope": "公司整体",
      "selection": "historical-estimate",
      "reason": "第三方EST，未取得估算底表或原始收入凭据；非经常性ARR、非同期实报数，不进入可比样本",
      "bound": "约",
      "comparisonGroup": null
    },
    {
      "id": "AIMOGA-O-2025-9M",
      "company": "AI085",
      "name": "墨甲机器人（AiMOGA）",
      "kind": "2025年1—9月营业收入，未经审计",
      "value": 3028500,
      "unit": "CNY（人民币元；原表302.85万元）",
      "timing": "2025年1—9月期间收入；2026-01-01公告，2026-10-30读取",
      "observedAt": "2025-09-30",
      "evidence": "AIMOGA-CNINFO",
      "scope": "安徽墨甲智创机器人科技有限公司",
      "selection": "historical",
      "reason": "投资人上市公告披露标的期间收入，未经审计；不是ARR、MRR或年化收入，不与母公司、股东和融资金额混合，不进可比样本",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR26-O-ONTEM-SIGNED",
      "company": "AI088",
      "name": "Ontem",
      "kind": "签署ARR声明，未核上线",
      "value": 25000,
      "unit": "原文$，币种待核",
      "timing": "页面仅相对时长或未给业务截至日；2026-10-30读取",
      "evidence": "SR26-ONTEM",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "原文signed ARR，签约与上线/履约未区分；无币种、截至日或合同底表，不作已实现ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR26-O-ONTEM-PIPELINE",
      "company": "AI088",
      "name": "Ontem",
      "kind": "销售管线",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "页面仅相对时长或未给业务截至日；2026-10-30读取",
      "evidence": "SR26-ONTEM",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "销售机会不是签约或已实现公司收入",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "SR26-O-ONTEM-VOLUME-TARGET",
      "company": "AI088",
      "name": "Ontem",
      "kind": "目标年化交易量",
      "value": 60000000,
      "unit": "原文$，币种待核",
      "timing": "页面仅相对时长或未给业务截至日；2026-10-30读取",
      "evidence": "SR26-ONTEM",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "原文will reach的目标交易量，非已实现收入或ARR；不从阅读日推断目标已达成",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR26-O-CYBERNETIC-ARR",
      "company": "AI089",
      "name": "Cybernetic Physics",
      "kind": "原文称live ARR",
      "value": 828000,
      "unit": "原文$，币种待核",
      "timing": "页面仅相对时长或未给业务截至日；2026-10-30读取",
      "evidence": "SR26-CYBERNETIC-PHYSICS",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "推出8周里程碑，具体截至日、币种、硬件/项目/运维经常性分摊未核",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "SR26-O-LAZYWEB-ARR",
      "company": "AI090",
      "name": "Lazyweb",
      "kind": "原文称live ARR",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "页面仅相对时长或未给业务截至日；2026-10-30读取",
      "evidence": "SR26-LAZYWEB",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "推出两个月相对里程碑；币种、日历时点、折扣退款与订阅合同未核，不进同期比较",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "SR26-O-BOTA-CARR",
      "company": "AI091",
      "name": "Bota",
      "kind": "标题cARR，正文contracted ARR",
      "value": 710000,
      "unit": "原文$，币种待核",
      "timing": "页面仅相对时长或未给业务截至日；2026-10-30读取",
      "evidence": "SR26-BOTA",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "标题$710K、正文>$700K为同一里程碑，不重复相加；仅签约口径，硬件及软件分摊、上线履约未知，不当已实现ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR26-O-ELU-PIPELINE",
      "company": "AI092",
      "name": "Elu",
      "kind": "销售管线",
      "value": 2000000,
      "unit": "原文$，币种待核",
      "timing": "页面仅相对时长或未给业务截至日；2026-10-30读取",
      "evidence": "SR26-ELU",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "8倍ARR增长未给绝对金额；销售管线及官网estimated customer value不是公司收入",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "SR26-O-ATHENA-FEES",
      "company": "AI093",
      "name": "Athena（athena.lawyer）",
      "kind": "承诺法律服务费",
      "value": 700000,
      "unit": "原文$，币种待核",
      "timing": "页面仅相对时长或未给业务截至日；2026-10-30读取",
      "evidence": "SR26-ATHENA",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "committed legal fees非已确认收入或经常性ARR；16项关系含design partnerships，不能当全部付费客户",
      "bound": "约",
      "comparisonGroup": null
    },
    {
      "id": "SR26-O-TENERA-ARR",
      "company": "AI094",
      "name": "Tenera",
      "kind": "原文称ARR",
      "value": 300000,
      "unit": "原文$，币种待核",
      "timing": "页面仅相对时长或未给业务截至日；2026-10-30读取",
      "evidence": "SR26-TENERA",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "三周里程碑的下界；合同、币种及具体截至日未知；试点和管线不直接算ARR",
      "bound": ">",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "SR26-O-PREMAN-ARR",
      "company": "AI095",
      "name": "PreMan",
      "kind": "原文称ARR",
      "value": 170000,
      "unit": "原文$，币种待核",
      "timing": "页面仅相对时长或未给业务截至日；2026-10-30读取",
      "evidence": "SR26-PREMAN",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "未给财务截至日、币种与订阅定义；不把创始人旧Surt AI收入归PreMan",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "DAYJOB-O-ARR-LAUNCH",
      "company": "YC31370",
      "name": "Dayjob",
      "kind": "发布文自述ARR",
      "value": 496000,
      "unit": "原文$，币种待核",
      "timing": "页面未给具体日历业务截至日；2026-10-30读取",
      "evidence": "PHYSICAL-CAT-YC31370",
      "scope": "旧业务或自述里程碑，非同期比较记录",
      "selection": "crosscheck",
      "reason": "同页Q&A另称653K，未能确定两项声明的具体日期、先后或同期间可比性；不能相加或当两家公司，币种与合同边界未核",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DAYJOB-O-ARR-QA",
      "company": "YC31370",
      "name": "Dayjob",
      "kind": "Q&A自述ARR",
      "value": 653000,
      "unit": "原文$，币种待核",
      "timing": "页面未给具体日历业务截至日；2026-10-30读取",
      "evidence": "PHYSICAL-CAT-YC31370",
      "scope": "旧业务或自述里程碑，非同期比较记录",
      "selection": "crosscheck",
      "reason": "自述2025年8月销售后七个月增长里程碑，不从相对月份推精确截至日；与496K保留并列，不择大入样本",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DAYJOB-O-LEGACY-REVENUE",
      "company": "YC31370",
      "name": "Dayjob",
      "kind": "前期ERP业务收入自述（期间未注明）",
      "value": 150000,
      "unit": "原文$，币种待核",
      "timing": "页面未给具体日历业务截至日；2026-10-30读取",
      "evidence": "PHYSICAL-CAT-YC31370",
      "scope": "旧业务或自述里程碑，非同期比较记录",
      "selection": "excluded",
      "reason": "2022年起步的ERP旧业务口径，收入期间与币种未知，不转为新AI产品ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "DAYJOB-O-CUSTOMER-UPLIFT",
      "company": "YC31370",
      "name": "Dayjob",
      "kind": "客户首年收入增加",
      "value": 800000,
      "unit": "原文£，币种未独立核",
      "timing": "页面未给具体日历业务截至日；2026-10-30读取",
      "evidence": "PHYSICAL-CAT-YC31370",
      "scope": "旧业务或自述里程碑，非同期比较记录",
      "selection": "excluded",
      "reason": "客户收益不是Dayjob公司收入，也不是收费金额或ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SAUDARA-O-SOURCING",
      "company": "YC31481",
      "name": "Saudara AI",
      "kind": "五个月代采货值",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "页面未给具体日历业务截至日；2026-10-30读取",
      "evidence": "PHYSICAL-CAT-YC31481",
      "scope": "旧业务或自述里程碑，非同期比较记录",
      "selection": "excluded",
      "reason": "原文sourced金额，未披露经纪费或净收入，不当经常性ARR",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "SR25-O-HOTBOX-HEAD",
      "company": "AI096",
      "name": "Hotbox",
      "kind": "标题自述ARR",
      "value": 450000,
      "unit": "原文$，币种待核",
      "timing": "页面未给日历财务截至日；2026-10-30读取，非业务时点",
      "evidence": "SR25-HOTBOX",
      "scope": "公司整体",
      "selection": "crosscheck",
      "reason": "与同页发布前350K口径/时点未核，不能取最大值作当前实际收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR25-O-HOTBOX-PRELAUNCH",
      "company": "AI096",
      "name": "Hotbox",
      "kind": "发布前自述ARR",
      "value": 350000,
      "unit": "原文$，币种待核",
      "timing": "页面未给日历财务截至日；2026-10-30读取，非业务时点",
      "evidence": "SR25-HOTBOX",
      "scope": "公司整体",
      "selection": "crosscheck",
      "reason": "发布前承诺、签约和已开始付费未拆，不能确定较新一值",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR25-O-HOTBOX-PIPELINE",
      "company": "AI096",
      "name": "Hotbox",
      "kind": "销售管线",
      "value": 4000000,
      "unit": "原文$，币种待核",
      "timing": "页面未给日历财务截至日；2026-10-30读取，非业务时点",
      "evidence": "SR25-HOTBOX",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "潜在成交不是已实现公司收入或ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR25-O-ONEGC-ARR",
      "company": "AI097",
      "name": "OneGC",
      "kind": "含试点关系待核的ARR声明",
      "value": 1180000,
      "unit": "原文$，币种待核",
      "timing": "页面未给日历财务截至日；2026-10-30读取，非业务时点",
      "evidence": "SR25-ONEGC",
      "scope": "公司整体",
      "selection": "crosscheck",
      "reason": "旁列420K in pilot，包含/另计及已付费关系不明，不认定纯已实现ARR",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "SR25-O-ONEGC-PILOT",
      "company": "AI097",
      "name": "OneGC",
      "kind": "试点金额声明",
      "value": 420000,
      "unit": "原文420K，括号沿用$语境，币种待核",
      "timing": "页面未给日历财务截至日；2026-10-30读取，非业务时点",
      "evidence": "SR25-ONEGC",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "试点与1.18M声明覆盖关系未知，不单独相加/相减，也不视为已付费ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR25-O-OMI-WAITLIST",
      "company": "AI098",
      "name": "Omi Health",
      "kind": "等待名单假设折算年收入",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "页面未给日历财务截至日；2026-10-30读取，非业务时点",
      "evidence": "SR25-OMI-HEALTH",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "2000等待名单的预计转化，不是实际ARR或基于已付费收入的估算",
      "bound": "约",
      "comparisonGroup": null
    },
    {
      "id": "SR25-O-DRS-PORTFOLIO",
      "company": "AI100",
      "name": "DRS",
      "kind": "应用组合自述ARR",
      "value": 1300000,
      "unit": "原文$，币种待核",
      "timing": "页面未给日历财务截至日；2026-10-30读取，非业务时点",
      "evidence": "SR25-DRS",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "当前公司三应用合计自述，收入是否扣平台费、币种与时点未核",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "SR25-O-DRS-SECOND-APP",
      "company": "AI100",
      "name": "DRS",
      "kind": "第二款应用ARR里程碑",
      "value": 400000,
      "unit": "原文$，币种待核",
      "timing": "页面未给日历财务截至日；2026-10-30读取，非业务时点",
      "evidence": "SR25-DRS",
      "scope": "单应用子集",
      "selection": "crosscheck",
      "reason": "单产品子集与公司组合口径不同，不能叠加130万或作为独立公司",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR25-O-CEDAR-CONTRACTED",
      "company": "AI102",
      "name": "Cedar（招聘网络）",
      "kind": "签约收入声明",
      "value": 2500000,
      "unit": "原文$，币种待核",
      "timing": "页面未给日历财务截至日；2026-10-30读取，非业务时点",
      "evidence": "SR25-CEDAR",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "contracted未给合同期限、履行和回款，不能当实际收入或ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR25-O-CEDAR-CLOSED",
      "company": "AI102",
      "name": "Cedar（招聘网络）",
      "kind": "成交金额声明",
      "value": 3000000,
      "unit": "原文$，币种待核",
      "timing": "页面未给日历财务截至日；2026-10-30读取，非业务时点",
      "evidence": "SR25-CEDAR",
      "scope": "口径待核的成交声明",
      "selection": "crosscheck",
      "reason": "closed revenue与标题签约额的时点和范围未拆，不证明已确认收入或经常性",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR25-O-LOOPS-ARR",
      "company": "AI103",
      "name": "Loops AI（loopsai.com）",
      "kind": "CEO自述当前公司ARR",
      "value": 500000,
      "unit": "原文$，币种待核",
      "timing": "页面未给日历财务截至日；2026-10-30读取，非业务时点",
      "evidence": "SR25-LOOPS-AI",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "履历明确指当前Loops，仍为自述；币种、具体截至日及软件/部署费拆分未核",
      "bound": ">",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "SR25-O-LOOPS-CUSTOMER-SALES",
      "company": "AI103",
      "name": "Loops AI（loopsai.com）",
      "kind": "客户部署带来销售",
      "value": 10000000,
      "unit": "原文$，币种待核",
      "timing": "页面未给日历财务截至日；2026-10-30读取，非业务时点",
      "evidence": "SR25-LOOPS-AI",
      "scope": "非同期比较记录",
      "selection": "excluded",
      "reason": "客户交易额不等Loops收费、净收入或经常性ARR",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "MULTIPLIER-O-ARR",
      "company": "YC31343",
      "name": "Multiplier",
      "kind": "WithAI/Multiplier发布自述ARR",
      "value": 100000,
      "unit": "原文$，币种待核",
      "timing": "自述三个月后里程碑，未给日历财务截至日；2026-10-30读取",
      "evidence": "AGENT-CAT-YC31343",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "公司发布自述，软件与定制部署/服务收入未拆；品牌/法律主体边界、币种和合同底表待核，不进入同期比较",
      "bound": ">",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "MR2-O-LLM-MRR",
      "company": "MR017",
      "name": "LLM Gateway",
      "kind": "平台历史MRR",
      "value": 78764,
      "unit": "USD",
      "timing": "平台最后同步2026-09-07T02:22:35.854Z；连接过期",
      "evidence": "MR2-LLM-MD",
      "scope": "产品/业务，完整法律主体及账户范围未核",
      "selection": "platform",
      "reason": "按平台显示取整值保留；平台文档定义美元口径，MRR不等近30日收入或经审计ARR，原始合同及确认口径待核。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-09-07",
      "provider": "Stripe",
      "connectionExpired": true,
      "origin": "payment-platform"
    },
    {
      "id": "MR2-O-LLM-30D",
      "company": "MR017",
      "name": "LLM Gateway",
      "kind": "平台历史近30日收入快照",
      "value": 259539,
      "unit": "USD",
      "timing": "同一历史同步快照，非研究日前30天",
      "evidence": "MR2-LLM-MD",
      "scope": "产品/业务，完整法律主体及账户范围未核",
      "selection": "platform",
      "reason": "按平台显示取整值保留；平台文档定义美元口径，MRR不等近30日收入或经审计ARR，原始合同及确认口径待核。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-09-07",
      "provider": "Stripe",
      "connectionExpired": true,
      "origin": "payment-platform"
    },
    {
      "id": "MR2-O-GOMO-MRR-WEB",
      "company": "MR018",
      "name": "Gomotion AI（TrustMRR iker）",
      "kind": "网页平台MRR",
      "value": 67864,
      "unit": "USD",
      "timing": "网页最后同步2026-10-30 12:27 PM，时区未注明",
      "evidence": "MR2-GOMO-WEB",
      "scope": "产品/业务，完整法律主体及账户范围未核",
      "selection": "platform",
      "reason": "按平台显示取整值保留；平台文档定义美元口径，MRR不等近30日收入或经审计ARR，原始合同及确认口径待核。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-30",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR2-O-GOMO-30D-WEB",
      "company": "MR018",
      "name": "Gomotion AI（TrustMRR iker）",
      "kind": "网页近30日收入",
      "value": 84341,
      "unit": "USD",
      "timing": "网页标题近30日；最后同步2026-10-30 12:27 PM，时区未注明",
      "evidence": "MR2-GOMO-WEB",
      "scope": "产品/业务，完整法律主体及账户范围未核",
      "selection": "platform",
      "reason": "按平台显示取整值保留；平台文档定义美元口径，MRR不等近30日收入或经审计ARR，原始合同及确认口径待核。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-30",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR2-O-GOMO-MRR-MD",
      "company": "MR018",
      "name": "Gomotion AI（TrustMRR iker）",
      "kind": "较早Markdown MRR",
      "value": 67299,
      "unit": "USD",
      "timing": "Markdown同步2026-10-29T18:27:36.658Z",
      "evidence": "MR2-GOMO-MD",
      "scope": "产品/业务，完整法律主体及账户范围未核",
      "selection": "crosscheck",
      "reason": "不同时间缓存快照，另供核对，不与较晚网页重复计产品或拼接数值",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "mrr",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR2-O-GOMO-30D-MD",
      "company": "MR018",
      "name": "Gomotion AI（TrustMRR iker）",
      "kind": "较早Markdown近30日快照",
      "value": 83526,
      "unit": "USD",
      "timing": "Markdown同步2026-10-29T18:27:36.658Z",
      "evidence": "MR2-GOMO-MD",
      "scope": "产品/业务，完整法律主体及账户范围未核",
      "selection": "crosscheck",
      "reason": "较早缓存快照不与10月30日网页拼成同一时刻收入",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "revenue-30d",
      "observedAt": "2026-10-29",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR2-O-PROMPT-MRR",
      "company": "MR019",
      "name": "Promptwise（promptwise.com）",
      "kind": "平台MRR",
      "value": 65431,
      "unit": "USD",
      "timing": "Markdown同步2026-10-30T11:20:20.475Z；网页MRR相同",
      "evidence": "MR2-PROMPT-MD",
      "scope": "产品/业务，完整法律主体及账户范围未核",
      "selection": "platform",
      "reason": "按平台显示取整值保留；平台文档定义美元口径，MRR不等近30日收入或经审计ARR，原始合同及确认口径待核。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-mrr",
      "metric": "mrr",
      "observedAt": "2026-10-30",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR2-O-PROMPT-30D-SNAPSHOT",
      "company": "MR019",
      "name": "Promptwise（promptwise.com）",
      "kind": "平台近30日收入快照",
      "value": 94596,
      "unit": "USD",
      "timing": "Markdown快照字段与网页标题相同；同步2026-10-30T11:20:20.475Z",
      "evidence": "MR2-PROMPT-MD",
      "scope": "产品/业务，完整法律主体及账户范围未核",
      "selection": "platform",
      "reason": "按平台显示取整值保留；平台文档定义美元口径，MRR不等近30日收入或经审计ARR，原始合同及确认口径待核。",
      "bound": "=",
      "comparisonGroup": "trustmrr-usd-revenue-30d",
      "metric": "revenue-30d",
      "observedAt": "2026-10-30",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "MR2-O-PROMPT-30D-TABLE",
      "company": "MR019",
      "name": "Promptwise（promptwise.com）",
      "kind": "Markdown期间表近30日收入",
      "value": 94095,
      "unit": "USD",
      "timing": "与快照同响应中的期间表，窗口对应关系待核",
      "evidence": "MR2-PROMPT-MD",
      "scope": "产品/业务，完整法律主体及账户范围未核",
      "selection": "crosscheck",
      "reason": "期间表与快照边界不同，不能取最大、相加或用近30日收入替代MRR",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "revenue-30d",
      "observedAt": "2026-10-30",
      "provider": "Stripe",
      "connectionExpired": false,
      "origin": "payment-platform"
    },
    {
      "id": "COARENA-O-CUMULATIVE",
      "company": "YC33738",
      "name": "CoArena",
      "kind": "竞技场发布自述约两周累计收入",
      "value": 60000,
      "unit": "原文$，币种待核",
      "timing": "2026-08-22公开发布称两周前上线；具体财务起止日未给",
      "evidence": "COARENA-REVENUE-LAUNCH",
      "scope": "CoArena竞技场自述；Coasty及全主体收入边界未核",
      "selection": "historical",
      "reason": "累计收入非MRR或ARR；免费公开入口与实验室服务收入来源待拆，确认口径、币种和底表未核，不进入同期比较",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "OCTAPULSE-O-CONTRACT",
      "company": "YC31141",
      "name": "OctaPulse",
      "kind": "六位数年合同/付费试点自述（数量级下界）",
      "value": 100000,
      "unit": "币种未注明，仅六位数数量级",
      "timing": "2026-02-20年合同发布；2026-10-30当前简介称付费试点，无准确合同起止日",
      "evidence": "OCTAPULSE-CONTRACT-LAUNCH",
      "scope": "公司试点及合同金额，非公司已确认收入",
      "selection": "excluded",
      "reason": "原文六位数仅100000至999999数量级，不是精确100000；币种、回款、收入确认及软件/硬件/服务拆分未核。年合同与当前试点可能重合，不相加、不当ARR或同期收入",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "PINGO-O-MRR-JUL25",
      "company": "YC30582",
      "name": "Pingo",
      "kind": "2025年7月自述MRR",
      "value": 200000,
      "unit": "原文$，币种待核",
      "timing": "2025-08-03发布称as of July；未注明月内准确日期",
      "evidence": "CONSUMER-INCOME-PINGO",
      "scope": "Pingo应用业务，法律主体及账户合并范围未核",
      "selection": "historical",
      "reason": "公司历史MRR自述，非支付平台连接数据；币种、月度口径和当前收入未知，不乘12当已核ARR，不进入2026同期样本",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "mrr"
    },
    {
      "id": "SEMIOTIC-O-LAUNCH-REVENUE",
      "company": "YC30828",
      "name": "Semiotic",
      "kind": "上线四周累计设计服务收入自述",
      "value": 78000,
      "unit": "原文$，币种待核",
      "timing": "2025-11-04发布称上线四周；精确财务起止日未给",
      "evidence": "CONSUMER-INCOME-SEMIOTIC",
      "scope": "AI设计服务业务；与创始人旧工作室边界未核",
      "selection": "historical",
      "reason": "四周服务收入不等MRR/ARR，项目、人力和模型成本未拆；币种和确认底表未核，不年化或与纯软件订阅混比",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "TRYNEARBY-O-RESTAURANTS",
      "company": "YC32815",
      "name": "TryNearby",
      "kind": "公司自述付费餐厅数",
      "value": 120,
      "unit": "家餐厅",
      "timing": "2026-08-17公开发布，精确经营截至日未给",
      "evidence": "CONSUMER-INCOME-TRYNEARBY",
      "scope": "付费采用餐厅，非收入金额",
      "selection": "adoption",
      "reason": "120以上为采用规模，不与399标价相乘推MRR，不将客户营收提升或前公司ARR当本公司收入",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "BLUMA-O-HISTORICAL-MRR",
      "company": "YC30989",
      "name": "Bluma",
      "kind": "旧发布自述28k MRR",
      "value": 28000,
      "unit": "币种未注明",
      "timing": "发布展示2025-11-20，称四周达到28k MRR；确切经营截至日未给",
      "evidence": "SALES-LAUNCH-BLUMA",
      "scope": "Bluma内容工具业务，产品阶段与全主体范围未核",
      "selection": "historical",
      "reason": "公司自述，页面可编辑；2026后续beta无付费墙另列，不按访问日变成当前MRR。未给币种和财务日，不纳入平台样本或年化ARR",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "mrr"
    },
    {
      "id": "NATIVE-O-ARR-CLAIM",
      "company": "YC36279",
      "name": "Native",
      "kind": "六个月达到2M ARR自述",
      "value": 2000000,
      "unit": "原文$，币种待核",
      "timing": "Norn发布展示2026-10-13；六个月起算及准确财务截至日未给",
      "evidence": "SALES-LAUNCH-NATIVE",
      "scope": "Native平台自述；原有公司/新产品与经营起算待核",
      "selection": "crosscheck",
      "reason": "YC2026成立与官网三年前经营及产品转向冲突；法律登记接口未读，不定成立年，不把新产品里程碑当新公司全年收入。币种、ARR定义和账单底表未核，不入同期",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "PALISADE-O-GMV",
      "company": "YC32136",
      "name": "Palisade",
      "kind": "公司自述带来客户市场GMV",
      "value": 2700000,
      "unit": "原文$，币种待核",
      "timing": "2026-08-14发布称自批次开始；具体交易期间未给",
      "evidence": "SALES-LAUNCH-PALISADE",
      "scope": "客户在线市场交易量，非公司收入",
      "selection": "excluded",
      "reason": "GMV不等平台收入或ARR；未核佣金、退款和确认政策，不由交易额反推收费，不与公司经常性收入混比",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG1-O-MIXY-MRR",
      "company": "YC30812",
      "name": "Mixy",
      "kind": "2025旧发布自述MRR",
      "value": 20000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2025-11-04发布称订阅上月推出；具体财务截止日未给",
      "scope": "Mixy音乐应用业务，法律实体及收入净额范围未核",
      "selection": "historical",
      "reason": "公司旧MRR自述非支付平台数据；币种/退款/平台抽成待核，不进入2026同期平台分组或乘12当已核ARR",
      "evidence": "OTHERTAG1-MIXY-LAUNCH",
      "comparisonGroup": null,
      "metric": "mrr"
    },
    {
      "id": "OTHERTAG1-O-MIXY-DONATIONS",
      "company": "YC30812",
      "name": "Mixy",
      "kind": "旧发布累计捐赠",
      "value": 200000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2025-11-04发布，累计起止期及确认方式未给",
      "scope": "Mixy业务自述捐赠，非经常性订阅",
      "selection": "historical",
      "reason": "捐赠与订阅MRR分开，不能按月年化或加进MRR，也不当融资",
      "evidence": "OTHERTAG1-MIXY-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG1-O-MIXY-USERS",
      "company": "YC30812",
      "name": "Mixy",
      "kind": "历史三个月用户量",
      "value": 1500000,
      "bound": "=",
      "unit": "位用户",
      "timing": "2025-11-04发布，三个月的起止日期未给",
      "scope": "应用累计采用自述，非付费订阅数",
      "selection": "adoption",
      "reason": "用户/预订/混音数不是付费数，不乘价格反推MRR",
      "evidence": "OTHERTAG1-MIXY-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG1-O-ALKALI-PROJECTS",
      "company": "YC30498",
      "name": "Alkali",
      "kind": "官网称估算钢工程数",
      "value": 2500,
      "bound": ">=",
      "unit": "个工程项目",
      "timing": "2026-10-31官网读取，累计统计截至日未给",
      "scope": "钢项目采用自述，非付费账户数",
      "selection": "adoption",
      "reason": "工程金额、吨位或项目数不等软件营收，重复/付费范围待核",
      "evidence": "OTHERTAG1-ALKALI-HOME",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG1-O-REVNU-DEMO-MRR",
      "company": "YC31527",
      "name": "Revnu",
      "kind": "赢回客户MRR演示",
      "value": 4280,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-10-31官网读取，示例期间与主体未给",
      "scope": "增长助手为客户赢回的示例金额，非Revnu收入",
      "selection": "excluded",
      "reason": "示例客户MRR非平台财务，未确证真实案例，不按收入指标分组",
      "evidence": "OTHERTAG1-REVNU-HOME",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG1-O-OPENVECTOR-SCHOLARSHIP",
      "company": "YC31301",
      "name": "OpenVector",
      "kind": "创始人放弃的奖学金价值",
      "value": 170000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-07-31发布，奖学金年度未给",
      "scope": "创始人个人经历，非OpenVector融资或营收",
      "selection": "excluded",
      "reason": "个人学术奖学金金额与公司收入无关，不进入财务比较",
      "evidence": "OTHERTAG1-CAT-YC31301",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG2-O-ISEN-REVENUE",
      "company": "YC32781",
      "name": "Isengard Industries Inc",
      "kind": "公司发布自述收入",
      "value": 10000000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-09-10发布，财务起止期及截止日未给",
      "scope": "Isengard业务自述，确认主体和净额范围未核",
      "selection": "historical",
      "reason": "未注明期间和经常性，不能当ARR或当访问日收入；未独立审计，排除平台同期图",
      "evidence": "OTHERTAG2-ISENGARD-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG2-O-ISEN-PIPELINE",
      "company": "YC32781",
      "name": "Isengard Industries Inc",
      "kind": "销售管线金额",
      "value": 350000000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-09-10发布，预计成交与履约期未给",
      "scope": "Isengard潜在机会pipeline，非确认收入",
      "selection": "excluded",
      "reason": "销售管线不证明签约、交付或回款，不进入ARR分布",
      "evidence": "OTHERTAG2-ISENGARD-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG2-O-ISEN-FORMER",
      "company": "YC32781",
      "name": "Isengard Industries Inc",
      "kind": "前公司Terminal Autonomy收入",
      "value": 60000000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-09-10发布回顾，前公司财务期未给",
      "scope": "创始人前业务，非Isengard",
      "selection": "excluded",
      "reason": "前公司收入不能转入当前公司，未核关系与确认范围",
      "evidence": "OTHERTAG2-ISENGARD-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG2-O-IMPACT-LOI",
      "company": "YC32188",
      "name": "IMPACT Drones",
      "kind": "已签意向书金额",
      "value": 180000000,
      "bound": ">=",
      "unit": "USD",
      "timing": "2026-10-31读取YC现简介，LOI签署/履约期未给",
      "scope": "IMPACT意向金额，非已确认收入",
      "selection": "excluded",
      "reason": "意向书是否有约束、价格条件和转单未知，不能当合同ARR或实际营收",
      "evidence": "OTHERTAG2-CAT-YC32188",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG2-O-MOCHI-FORMER",
      "company": "YC32205",
      "name": "Mochi",
      "kind": "创始人旧游戏月收入",
      "value": 200000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-08-14发布回顾，旧业务统计月未给",
      "scope": "创始人旧游戏业务，非Mochi",
      "selection": "excluded",
      "reason": "旧游戏每月收入不归当前动漫平台，不乘12当本公司ARR",
      "evidence": "OTHERTAG2-MOCHI-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG2-O-SILICA-REQUEST",
      "company": "YC36346",
      "name": "Silica",
      "kind": "客户请求执行器单位",
      "value": 60000,
      "bound": ">",
      "unit": "个单位",
      "timing": "2026-10-28发布称预订开启首月，准确期间未给",
      "scope": "请求/意向需求，非已付/已交付销量",
      "selection": "adoption",
      "reason": "请求数与约束订单/发货不同，不按标价估已实现收入",
      "evidence": "OTHERTAG2-SILICA-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG2-O-VEEZA-USERS",
      "company": "YC34761",
      "name": "Veeza AI",
      "kind": "公司称用户量",
      "value": 7000,
      "bound": ">=",
      "unit": "位用户",
      "timing": "2026-10-19发布，采用统计截止日未给",
      "scope": "旅游签证用户自述，非核实付费人次",
      "selection": "adoption",
      "reason": "用户、成功获签及实际收费不同，不乘套餐估营收",
      "evidence": "OTHERTAG2-VEEZA-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG2-O-PLOID-INDEX",
      "company": "YC35587",
      "name": "Ploid",
      "kind": "人员索引对象",
      "value": 2000000000,
      "bound": ">=",
      "unit": "个索引对象",
      "timing": "2026-10-31读取官网/目录，索引统计截止日未给",
      "scope": "被索引对象，非产品用户或客户",
      "selection": "capacity",
      "reason": "数据记录/索引人数非采用或营收，去重/权利/可用字段未核",
      "evidence": "OTHERTAG2-PLOID-HOME",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG2-O-MOCHI-VIEWS",
      "company": "YC32205",
      "name": "Mochi",
      "kind": "社交平台播放",
      "value": 300000000,
      "bound": ">=",
      "unit": "次播放",
      "timing": "2026-08-14发布，累计起止期未给",
      "scope": "社交传播播放自述，非独立用户或付费数",
      "selection": "adoption",
      "reason": "播放、用户、创作者及订阅不可相互替代，版权/广告变现未核",
      "evidence": "OTHERTAG2-MOCHI-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "OTHERTAG2-O-DIALOG-RECOVERY",
      "company": "YC32202",
      "name": "Dialogus",
      "kind": "官网客户运营回款示例",
      "value": 87222,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-10-31官网读取，示例主体/财务期未给",
      "scope": "客户催收运营界面，非Dialogus营收",
      "selection": "excluded",
      "reason": "示例/客户回款不是平台收入，不纳入MRR/ARR比较",
      "evidence": "OTHERTAG2-DIALOG-HOME",
      "comparisonGroup": null
    },
    {
      "id": "ENTERPRISE2-O-CODYCO",
      "company": "YC30919",
      "name": "Codyco",
      "kind": "酒店新增预订自述",
      "value": 5000,
      "unit": "EUR",
      "timing": "当前YC简介称四周；经营截至日未给",
      "scope": "客户53房酒店新增预订，非平台收入",
      "selection": "excluded",
      "reason": "当前€5000与旧2025-10-19发布$5000币种不同；不换算、不归公司收入、不推佣金或MRR",
      "bound": "=",
      "comparisonGroup": null,
      "evidence": "ENTERPRISE2-CAT-YC30919"
    },
    {
      "id": "ENTERPRISE2-O-IMAGINE",
      "company": "YC30938",
      "name": "Imagine AI",
      "kind": "客户归因收入自述",
      "value": 40000000,
      "unit": "原文$，币种待核",
      "timing": "当前YC简介，准确累计经营期间未给",
      "scope": "客户营销归因收入，非Imagine自身收入",
      "selection": "excluded",
      "reason": "旧发布1000万/3100万均称客户成果，不能合并为公司收入；付费客户数没有合同单价，不推MRR或ARR",
      "bound": "=",
      "comparisonGroup": null,
      "evidence": "ENTERPRISE2-CAT-YC30938"
    },
    {
      "id": "ENTERPRISE2-O-TRELIUM",
      "company": "YC30877",
      "name": "Trelium",
      "kind": "创始人前项目ARR",
      "value": 45000,
      "unit": "原文$，币种待核",
      "timing": "2025-11-10旧发布中的个人经历；前项目截至日未给",
      "scope": "创始人此前SaaS项目，非Trelium当前业务",
      "selection": "excluded",
      "reason": "前项目ARR及创始人75年家族批发企业经历均不归当前公司，不推自身ARR或规模",
      "bound": "=",
      "comparisonGroup": null,
      "evidence": "ENTERPRISE2-CAT-YC30877"
    },
    {
      "id": "ENTERPRISE3-O-TASKLET",
      "company": "YC31470",
      "name": "Tasklet",
      "kind": "5M ARR自述",
      "value": 5000000,
      "unit": "原文$，币种待核",
      "timing": "发布展示2026-04-07；年初以来增长，准确财务截至日未给",
      "scope": "Tasklet产品或Shortwave主体合并范围待核",
      "selection": "crosscheck",
      "reason": "与既有Shortwave主体及2022业务关联，2025为产品发布，不将该ARR用于两年新公司同期比较；订阅、充值及实耗底账未核",
      "evidence": "ENTERPRISE3-TASKLET-LAUNCH",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "ENTERPRISE3-O-AVOICE-PROJECTS",
      "company": "YC31121",
      "name": "Avoice",
      "kind": "客户建筑项目价值",
      "value": 300000000,
      "unit": "原文$，币种待核",
      "timing": "2026-02-11及03-08发布；项目统计截至日未给",
      "scope": "客户在平台管理的建筑项目价值，非Avoice收入",
      "selection": "excluded",
      "reason": "项目预算不是平台软件收费，不推抽成、MRR或ARR",
      "evidence": "ENTERPRISE3-CAT-YC31121",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "ENTERPRISE3-O-AVOICE-OLD-ARR",
      "company": "YC31121",
      "name": "Avoice",
      "kind": "创始人此前教育项目ARR",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "2026-03-08发布中的历史经历；实际经营日未给",
      "scope": "创始人此前教育创业，非Avoice收入",
      "selection": "excluded",
      "reason": "创始人旧教育业务及涂料公司业绩均排除，不按新公司继承收入",
      "evidence": "ENTERPRISE3-CAT-YC31121",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "ENTERPRISE3-O-ROBBY-CLIENT",
      "company": "YC31201",
      "name": "Robby",
      "kind": "客户新增业务自述",
      "value": 40000,
      "unit": "原文$，币种待核",
      "timing": "2026-02-11发布称上线首日一小时内；财务确认未给",
      "scope": "家庭服务客户成交或新业务，非Robby收入",
      "selection": "excluded",
      "reason": "客户成果及每周六位数销售机会不当软件收入；无单价不从付费客户数推MRR",
      "evidence": "ENTERPRISE3-CAT-YC31201",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "ENTERPRISE3-O-REX-AR",
      "company": "YC32155",
      "name": "Rex",
      "kind": "管理的客户应收款",
      "value": 500000000,
      "unit": "原文$，币种待核",
      "timing": "当前YC简介；应收余额截至日未给",
      "scope": "客户应收资产或待收款，非Rex收入",
      "selection": "excluded",
      "reason": "托管应收及客户回款不是平台收入，按成果/SLA收费率和确认政策未核，不反推ARR",
      "evidence": "ENTERPRISE3-CAT-YC32155",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "ENTERPRISE3-O-DEEPREACH-OLD",
      "company": "YC32206",
      "name": "DeepReach Inc.",
      "kind": "创始人此前HireIO年收入",
      "value": 15000000,
      "unit": "币种未注明",
      "timing": "2026-08-13发布中的此前经历；实际会计期未给",
      "scope": "此前HireIO业务，非DeepReach收入",
      "selection": "excluded",
      "reason": "前业务年收入不转移给新数据网络；数据采集量、伙伴报酬及设备不等公司净收入",
      "evidence": "ENTERPRISE3-CAT-YC32206",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "ENTERPRISE3-O-ELIMENTARY-SAVING",
      "company": "YC35291",
      "name": "Elimentary",
      "kind": "客户年度成本节省自述",
      "value": 150000,
      "unit": "原文$，币种待核",
      "timing": "当前YC简介估计年节省；实际期间未给",
      "scope": "客户人工成本节省，非Elimentary收入",
      "selection": "excluded",
      "reason": "20小时减至30分钟及15万节省不是软件收费或ARR；未核客户实际工资及独立效果",
      "evidence": "ENTERPRISE3-CAT-YC35291",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG1-O-SOREN-CLIENT-ASSETS",
      "company": "YC30867",
      "name": "Soren",
      "kind": "匿名客户银行资产",
      "value": 4000000000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-10-31官网读取，资产截至日未给",
      "scope": "Soren匿名客户银行资产，非自身收入",
      "selection": "excluded",
      "reason": "客户资产、律师/医生数量及节时不能推工程服务ARR",
      "evidence": "ENTTAG1-SOREN-HOME",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG1-O-TENX-SAVING",
      "company": "YC31098",
      "name": "10x Science",
      "kind": "客户每团队月时间价值节省",
      "value": 150000,
      "bound": ">=",
      "unit": "原文$，币种待核",
      "timing": "2026-02-12发布，估算工作期未给",
      "scope": "客户科研团队月价值，非10x Science收入",
      "selection": "excluded",
      "reason": "估算节省不是公司实收或毛利，不乘客户数量反推ARR",
      "evidence": "ENTTAG1-TENX-SAVING",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG1-O-BUBBLE-SAVING",
      "company": "YC31215",
      "name": "Bubble Lab",
      "kind": "客户年度软件支出节省",
      "value": 12000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-10-31官网读取，客户账单期未给",
      "scope": "社区/活动客户的软件支出节省",
      "selection": "excluded",
      "reason": "节省与平台收费不是同一金额，未核因果和真实账单",
      "evidence": "ENTTAG1-BUBBLE-HOME",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG1-O-UNSILOED-DEMO",
      "company": "YC30894",
      "name": "Unsiloed AI",
      "kind": "官网示例财报Q4收入",
      "value": 1670000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，示例财务期/主体未给",
      "scope": "待解析财报示例，非Unsiloed经营收入",
      "selection": "excluded",
      "reason": "演示文档收入不当平台披露或ARR",
      "evidence": "ENTTAG1-UNSILOED-HOME",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG1-O-BUBBLE-PEOPLE",
      "company": "YC31215",
      "name": "Bubble Lab",
      "kind": "社区及活动支持覆盖",
      "value": 20000,
      "bound": ">=",
      "unit": "人数",
      "timing": "2026-10-31官网读取，统计截至日未给",
      "scope": "跨社区/活动支持人数，非付费客户数",
      "selection": "adoption",
      "reason": "人数、社区会费和标价不能相乘反推平台MRR，重复和免费范围未核",
      "evidence": "ENTTAG1-BUBBLE-HOME",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG2-O-USER-QUARTR",
      "company": "YC31404",
      "name": "Userlens",
      "kind": "客户Quartr披露ARR",
      "value": 10000000,
      "bound": "=",
      "unit": "原文金额，币种待核",
      "timing": "2026-04-07发布，客户财务时点未给",
      "scope": "客户Quartr而非Userlens",
      "selection": "excluded",
      "reason": "客户ARR不能归工具供应商，也不因促成增长就全额归因",
      "evidence": "ENTTAG2-USERLENS-CLIENT",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG2-O-USER-SMARTLY",
      "company": "YC31404",
      "name": "Userlens",
      "kind": "客户Smartly披露ARR",
      "value": 200000000,
      "bound": "=",
      "unit": "原文金额，币种待核",
      "timing": "2026-04-07发布，客户财务时点未给",
      "scope": "客户Smartly而非Userlens",
      "selection": "excluded",
      "reason": "两亿为客户ARR，非公司收入，未独立核验",
      "evidence": "ENTTAG2-USERLENS-CLIENT",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG2-O-TRACE-PIPELINE",
      "company": "YC32418",
      "name": "Traceforce",
      "kind": "活跃试点被称潜在ARR价值",
      "value": 3000000,
      "bound": ">=",
      "unit": "原文$，币种待核",
      "timing": "2026-07-28发布，试点/合同期间未给",
      "scope": "40以上试点的潜在价值，非已确认ARR",
      "selection": "excluded",
      "reason": "试点未证签约回款及经常性范围，不进入收入分布",
      "evidence": "ENTTAG2-TRACE-PILOTS",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG2-O-TRACE-DEVICES",
      "company": "YC32418",
      "name": "Traceforce",
      "kind": "已部署设备数",
      "value": 6000,
      "bound": ">=",
      "unit": "台终端",
      "timing": "2026-07-28发布，业务统计截至日未给",
      "scope": "厂商称企业终端部署，非付费席位",
      "selection": "adoption",
      "reason": "设备规模不证明付费，不乘单价反推ARR",
      "evidence": "ENTTAG2-TRACE-PILOTS",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG2-O-TRACE-PILOT-COUNT",
      "company": "YC32418",
      "name": "Traceforce",
      "kind": "活跃试点数量",
      "value": 40,
      "bound": ">=",
      "unit": "个试点",
      "timing": "2026-07-28发布，统计截至日未给",
      "scope": "厂商试点，合同与免费范围未知",
      "selection": "adoption",
      "reason": "试点数量非付费企业，潜在合同不可确认为收入",
      "evidence": "ENTTAG2-TRACE-PILOTS",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG2-O-CONTEXT-PIPELINE",
      "company": "YC32227",
      "name": "Context.dev",
      "kind": "客户Dench潜在线索金额",
      "value": 3000000,
      "bound": ">=",
      "unit": "原文$，币种待核",
      "timing": "2026-08-05发布，线索统计期未给",
      "scope": "Dench的pipeline，非Context平台收入",
      "selection": "excluded",
      "reason": "客户潜在交易额与已成收入/供应商收费不同",
      "evidence": "ENTTAG2-CONTEXT-CLIENT",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG2-O-CONTEXT-COMPANIES",
      "company": "YC32227",
      "name": "Context.dev",
      "kind": "现目录称服务公司数",
      "value": 600,
      "bound": ">=",
      "unit": "家公司",
      "timing": "2026-10-31读取现简介，业务截至日未给",
      "scope": "公司/组织采用，未证明全为付费",
      "selection": "adoption",
      "reason": "目录600以上与旧400客户分期，不可乘标价估ARR",
      "evidence": "ENTTAG2-CAT-YC32227",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG2-O-EXEC-USERS",
      "company": "YC32947",
      "name": "Executor",
      "kind": "本地版用户规模",
      "value": 3000,
      "bound": "约",
      "unit": "位用户",
      "timing": "2026-08-04发布，统计截至日未给",
      "scope": "本地版本使用，非云付费成员",
      "selection": "adoption",
      "reason": "免费/本地用户和重复下载不等付费客户",
      "evidence": "ENTTAG2-EXEC-LOCAL",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG2-O-CAUTION-ASSETS",
      "company": "YC33673",
      "name": "Caution",
      "kind": "前团队参与保护系统数字资产",
      "value": 600000000000,
      "bound": ">=",
      "unit": "原文$，币种待核",
      "timing": "2026-08-04发布，资产统计期未给",
      "scope": "此前项目涉及系统资产，非公司营收",
      "selection": "excluded",
      "reason": "资产金额非服务费、托管额或ARR，旧业务主体链未核",
      "evidence": "ENTTAG2-CAUTION-ASSETS",
      "comparisonGroup": null
    },
    {
      "id": "ENTTAG2-O-STUDIO-CLIENTS",
      "company": "YC32162",
      "name": "Studio",
      "kind": "官网企业客户数",
      "value": 5,
      "bound": "=",
      "unit": "家企业",
      "timing": "2026-10-31官网读取，统计截至日未给",
      "scope": "厂商称企业客户，未证全部付费",
      "selection": "adoption",
      "reason": "客户数与建模消费者数量不同，未核合同及试点",
      "evidence": "ENTTAG2-STUDIO-HOME",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY1-O-FLOTT",
      "company": "YC30480",
      "name": "Flott HQ",
      "kind": "旧发布200k ARR",
      "value": 200000,
      "unit": "原文$，币种待核",
      "timing": "历史发布展示2025-05-27；准确经营截至日未给",
      "scope": "Flott业务，法律主体合并范围未核",
      "selection": "historical",
      "reason": "旧厂商自述，币种与经常性定义未核；官网现产品核对定位不把旧数当当前ARR",
      "evidence": "INDUSTRY1-FLOTT-LAUNCH",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "INDUSTRY1-O-ADENTRIS",
      "company": "YC30529",
      "name": "Adentris",
      "kind": "旧发布54k ARR",
      "value": 54000,
      "unit": "原文$，币种待核",
      "timing": "历史发布展示2025-05-08，称自YC开始；准确经营截至日未给",
      "scope": "Adentris业务，软件与实施/服务收入未拆",
      "selection": "historical",
      "reason": "厂商自述，试点与PoC不直接当付费；旧金额与现套餐不能反推客户数，不入同期ARR比较",
      "evidence": "INDUSTRY1-ADENTRIS-LAUNCH",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "INDUSTRY1-O-WILDCARD-OLD",
      "company": "YC30318",
      "name": "Wildcard",
      "kind": "前雇主帮助成交合同额",
      "value": 15000000,
      "unit": "原文$，币种待核",
      "timing": "2026-07-20发布中的此前经历，实际合同期间未给",
      "scope": "创始人在Scale AI的客户合同，非Wildcard收入",
      "selection": "excluded",
      "reason": "旧雇主合同及客户五倍搜索收入不归当前公司，不推ARR",
      "evidence": "INDUSTRY1-CAT-YC30318",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY1-O-WAYLINE-OLD-ARR",
      "company": "YC30364",
      "name": "Wayline",
      "kind": "创始人前物业公司ARR",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "2025-08-22发布中的此前经历，实际经营截至日未给",
      "scope": "创始人此前物业管理公司，非Wayline收入",
      "selection": "excluded",
      "reason": "前物业公司、WeWork产品及旧Second均不自动归当前公司收入，未核转移或并表",
      "evidence": "INDUSTRY1-CAT-YC30364",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY1-O-AVALLON-OLD-ARR",
      "company": "YC30415",
      "name": "Avallon AI",
      "kind": "创始人前FINN业务ARR",
      "value": 15000000,
      "unit": "原文$，币种待核",
      "timing": "2025-05-27发布中的此前经历，实际经营期间未给",
      "scope": "创始人在FINN US参与扩展的业务，非Avallon收入",
      "selection": "excluded",
      "reason": "前雇主ARR、理赔员薪酬和客户索赔额不归本公司，不推软件ARR",
      "evidence": "INDUSTRY1-CAT-YC30415",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY2-O-OVERDRIVE-50M",
      "company": "YC30641",
      "name": "Overdrive Health",
      "kind": "客户索赔或旧雇主成果边界",
      "value": 50000000,
      "unit": "原文$，币种待核",
      "scope": "拟收购账单机构客户年度索赔，非Overdrive收入",
      "timing": "2026-03-03发布，具体经营截至日未给",
      "reason": "未核收购交割、索赔付款及并表，索赔不是供应商收入或ARR",
      "bound": ">",
      "evidence": "INDUSTRY2-OVERDRIVE-LAUNCH",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY2-O-OVERDRIVE-100M",
      "company": "YC30641",
      "name": "Overdrive Health",
      "kind": "客户索赔或旧雇主成果边界",
      "value": 100000000,
      "unit": "原文$，币种待核",
      "scope": "官网年度客户索赔提交额，非公司收入",
      "timing": "官网当前展示，具体业务期间未给",
      "reason": "提交额不等赔付或平台收入；与旧50M不相加，不乘假设费率",
      "bound": ">",
      "evidence": "INDUSTRY2-OVERDRIVE-HOME",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY2-O-SOCRATIX-OLD-REVENUE",
      "company": "YC30726",
      "name": "Socratix AI",
      "kind": "客户索赔或旧雇主成果边界",
      "value": 50000000,
      "unit": "原文$，币种待核",
      "scope": "创始人在LinkedIn参与的增收，非Socratix收入",
      "timing": "当前YC简介中的旧经历，具体会计期未给",
      "reason": "前雇主业绩不转移，当前平台合同和持续付费未知",
      "bound": ">",
      "evidence": "INDUSTRY2-CAT-YC30726",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY2-O-SOCRATIX-OLD-SAVING",
      "company": "YC30726",
      "name": "Socratix AI",
      "kind": "客户索赔或旧雇主成果边界",
      "value": 30000000,
      "unit": "原文$，币种待核",
      "scope": "前DoorDash年度成本节省，非Socratix收入",
      "timing": "当前YC简介中的旧经历，具体经营截至日未给",
      "reason": "节省与收入定义不同，且属于旧雇主，不计当前ARR",
      "bound": ">",
      "evidence": "INDUSTRY2-CAT-YC30726",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY3-O-AVELIS-SAVING",
      "company": "YC30734",
      "name": "Avelis Health",
      "kind": "客户规模或旧业务成果边界",
      "value": 300000,
      "unit": "原文$，币种待核",
      "bound": ">",
      "scope": "旧消费者患者账单减少，非Avelis收入",
      "timing": "2025-08-19发布及当前简介称数月内，准确期间未给",
      "reason": "60患者累计减免/减少不是供应商收费，不推公司ARR",
      "evidence": "INDUSTRY3-CAT-YC30734",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY3-O-AVENT-QUOTES",
      "company": "YC30799",
      "name": "Avent",
      "kind": "客户规模或旧业务成果边界",
      "value": 200000,
      "unit": "原文$，币种待核",
      "bound": ">",
      "scope": "客户日均报价潜在订单金额，非Avent收入",
      "timing": "2025-08-15发布称每天，准确经营截至日未给",
      "reason": "报价不等签约、成交或平台净收入，不反推抽成",
      "evidence": "INDUSTRY3-CAT-YC30799",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY3-O-PARES-PROJECTS",
      "company": "YC30736",
      "name": "PARES AI",
      "kind": "客户规模或旧业务成果边界",
      "value": 2000000000,
      "unit": "原文$，币种待核",
      "bound": ">",
      "scope": "官网项目分析/承销估算规模，非PARES收入",
      "timing": "官网当前展示，统计期间未给",
      "reason": "项目价值不是公司收费或持有资产，软件及经纪模式范围待核",
      "evidence": "INDUSTRY3-PARES-HOME",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY3-O-PARES-OLD-FUND",
      "company": "YC30736",
      "name": "PARES AI",
      "kind": "客户规模或旧业务成果边界",
      "value": 500000000,
      "unit": "原文$，币种待核",
      "bound": ">",
      "scope": "创始人此前管理基金规模，非PARES资产或收入",
      "timing": "2025-07-14发布中的旧经历，具体基金日期未给",
      "reason": "旧Motiva基金规模和39项目不转移当前公司，不作为ARR",
      "evidence": "INDUSTRY3-CAT-YC30736",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY3-O-EVERGROVE-OLD-ACQ",
      "company": "YC30735",
      "name": "Evergrove",
      "kind": "客户规模或旧业务成果边界",
      "value": 1300000000,
      "unit": "原文$，币种待核",
      "bound": "=",
      "scope": "前Newfront收购交易值，非Evergrove收入或退出",
      "timing": "2026-08-26发布引用旧Newfront交易，非本公司经营期",
      "reason": "旧雇主收购值不归新公司；技术被提及不等当前公司取得交易款或合同",
      "evidence": "INDUSTRY3-CAT-YC30735",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY4-O-DILIGENCE-AUM",
      "company": "YC30993",
      "name": "DiligenceSquared",
      "kind": "客户资产或旧经历金额边界",
      "value": 2400000000000,
      "unit": "原文$，币种待核",
      "bound": ">",
      "scope": "8家客户基金合计AUM，非DiligenceSquared资产或收入",
      "timing": "当前简介，资产截至日未给",
      "reason": "客户管理资产不等研究收费，不能按假设费率估ARR",
      "evidence": "INDUSTRY4-CAT-YC30993",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY4-O-FULLSEAM-OLD-TAX",
      "company": "YC31048",
      "name": "FullSeam",
      "kind": "客户资产或旧经历金额边界",
      "value": 1000000000,
      "unit": "原文$，币种待核",
      "bound": ">",
      "scope": "前TaxProper为客户缴付年度税款，非FullSeam收入",
      "timing": "2026-02-17发布中的旧业务经历，税款年度未给",
      "reason": "客户税款、旧公司收购和平台收费分开，不归当前ARR",
      "evidence": "INDUSTRY4-CAT-YC31048",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY4-O-VALGO-OLD-MA",
      "company": "YC31057",
      "name": "Valgo",
      "kind": "客户资产或旧经历金额边界",
      "value": 5000000000,
      "unit": "原文$，币种待核",
      "bound": ">",
      "scope": "创始人前雇主并购交易额，非Valgo收入",
      "timing": "2026-03-06发布及当前简介中的此前经历",
      "reason": "前公司交易和角色不归当前公司规模或收入",
      "evidence": "INDUSTRY4-CAT-YC31057",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY4-O-MORITZ-DEALS",
      "company": "YC31146",
      "name": "Moritz",
      "kind": "客户资产或旧经历金额边界",
      "value": 3000000000,
      "unit": "原文$，币种待核",
      "bound": "=",
      "scope": "律师团队经手交易值，非律师费或Moritz收入",
      "timing": "当前简介，交易区间及历史/当前范围未给",
      "reason": "底层交易额不是法律服务费，主体/团队及期间待核，不推ARR",
      "evidence": "INDUSTRY4-CAT-YC31146",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY4-O-VENTURA-OLD-ARR",
      "company": "YC31156",
      "name": "Ventura",
      "kind": "客户资产或旧经历金额边界",
      "value": 7000000,
      "unit": "原文$，币种待核",
      "bound": "=",
      "scope": "创始人前Develop Health ARR，非Ventura收入",
      "timing": "2026-03-15发布称前业务14个月，财务截至日未给",
      "reason": "前公司ARR与5人团队不转移给当前公司",
      "evidence": "INDUSTRY4-CAT-YC31156",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY4-O-TEPALI-OLD-MA",
      "company": "YC31127",
      "name": "Tepali",
      "kind": "客户资产或旧经历金额边界",
      "value": 30000000000,
      "unit": "原文$，币种待核",
      "bound": "=",
      "scope": "创始人在PJT经手并购额，非Tepali收入",
      "timing": "2026-03-02发布中的旧经历，交易期间未给",
      "reason": "投行交易值不作当前诊所软件营收",
      "evidence": "INDUSTRY4-CAT-YC31127",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY4-O-PRESCIENCE-SAVING",
      "company": "YC31086",
      "name": "Prescience, Inc.",
      "kind": "客户资产或旧经历金额边界",
      "value": 875000,
      "unit": "原文$，币种待核",
      "bound": "=",
      "scope": "官网客户健康方案节省，非Prescience收入",
      "timing": "官网当前展示，实际会计期间未给",
      "reason": "客户节省及示例报价不等供应商收入，不乘假设分成推ARR",
      "evidence": "INDUSTRY4-PRESCIENCE-HOME",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY5-O-PATIENTDESK-MRR-START",
      "company": "YC31183",
      "name": "Patientdesk.ai",
      "kind": "历史八周增长起点MRR",
      "value": 17000,
      "unit": "原文$，币种待核",
      "bound": "=",
      "timing": "2026-03-21发布中的八周起点，精确财务日未给",
      "scope": "Patientdesk业务，主体和服务组成未核",
      "selection": "historical",
      "reason": "历史起点不能与终点相加；币种和精确财务截至日未核，不换算或推年ARR",
      "evidence": "INDUSTRY5-PATIENTDESK-LAUNCH",
      "comparisonGroup": null,
      "metric": "mrr"
    },
    {
      "id": "INDUSTRY5-O-PATIENTDESK-MRR-END",
      "company": "YC31183",
      "name": "Patientdesk.ai",
      "kind": "历史八周增长终点MRR",
      "value": 50000,
      "unit": "原文$，币种待核",
      "bound": "=",
      "timing": "2026-03-21发布中的八周终点，精确财务日未给",
      "scope": "Patientdesk业务，主体和服务组成未核",
      "selection": "historical",
      "reason": "厂商历史自述；不按访问日当当前MRR，未核币种、确认与经常性，不入平台分布",
      "evidence": "INDUSTRY5-PATIENTDESK-LAUNCH",
      "comparisonGroup": null,
      "metric": "mrr"
    },
    {
      "id": "INDUSTRY5-O-PATIENTDESK-CUSTOMER",
      "company": "YC31183",
      "name": "Patientdesk.ai",
      "kind": "客户累计增收，非Patientdesk收入",
      "value": 1800000,
      "unit": "原文$，币种待核",
      "bound": "=",
      "timing": "发布称自2025-09起，终点未明",
      "scope": "牙科客户收入",
      "selection": "excluded",
      "reason": "客户增收与公司收费分开，不按假设抽成或客户数估MRR",
      "evidence": "INDUSTRY5-PATIENTDESK-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY5-O-ATLAS-CONTRACT",
      "company": "YC31532",
      "name": "Atlas Discovery",
      "kind": "六位数合同金额下限",
      "value": 100000,
      "unit": "币种未注明",
      "bound": ">=",
      "timing": "2026-07-24发布称三个月，合同覆盖期及财务截至日未给",
      "scope": "Atlas数据合同，非已核确认收入",
      "selection": "crosscheck",
      "reason": "六位数只存量级下限，非精确金额；未核币种、确认、收款及经常性，不标ARR",
      "evidence": "INDUSTRY5-ATLAS-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY5-O-ATLAS-LOI",
      "company": "YC31532",
      "name": "Atlas Discovery",
      "kind": "八位数意向书金额下限",
      "value": 10000000,
      "unit": "币种未注明",
      "bound": ">=",
      "timing": "2026-07-24发布称三个月，意向覆盖期未给",
      "scope": "与AI实验室的数据合作意向",
      "selection": "excluded",
      "reason": "意向不等签约收入或回款，也不与六位数合同金额相加",
      "evidence": "INDUSTRY5-ATLAS-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY5-O-KIMPTON-OLD-CAPITAL",
      "company": "YC31420",
      "name": "Kimpton",
      "kind": "前基金家族办公室募集资金",
      "value": 10000000,
      "unit": "原文$，币种待核",
      "bound": "=",
      "timing": "当前简介追述创始人21/22岁时经历，非本公司财务期",
      "scope": "此前基金募集，非Kimpton收入",
      "selection": "excluded",
      "reason": "募集本金不是营收，旧基金主体及资产不自动归公司",
      "evidence": "INDUSTRY5-CAT-YC31420",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY5-O-KIMPTON-OLD-ASSETS",
      "company": "YC31420",
      "name": "Kimpton",
      "kind": "前基金四年后资产",
      "value": 35000000,
      "unit": "原文$，币种待核",
      "bound": "=",
      "timing": "当前简介追述此前四年，准确资产截至日未给",
      "scope": "此前基金资产，非Kimpton收入",
      "selection": "excluded",
      "reason": "资产及投资损益不是软件费，不与募集本金相加估收入",
      "evidence": "INDUSTRY5-CAT-YC31420",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY5-O-KIMPTON-CLIENT-AUM",
      "company": "YC31420",
      "name": "Kimpton",
      "kind": "首个机构客户管理资产",
      "value": 3300000000,
      "unit": "原文$，币种待核",
      "bound": "=",
      "timing": "当前简介，客户资产截至日未给",
      "scope": "客户基金AUM，非Kimpton资产或收入",
      "selection": "excluded",
      "reason": "客户规模不等签约额，不按假设费率推软件ARR",
      "evidence": "INDUSTRY5-CAT-YC31420",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY5-O-SORIA-CLIENT-AUM",
      "company": "YC31464",
      "name": "Soria",
      "kind": "客户团队管理资产",
      "value": 1000000000000,
      "unit": "原文$，币种待核",
      "bound": ">",
      "timing": "相关发布自述，资产截至日未给",
      "scope": "客户团队AUM，非Soria收入",
      "selection": "excluded",
      "reason": "客户资产及同行终端价格不当本公司收入",
      "evidence": "INDUSTRY5-CAT-YC31464",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY5-O-ARZANA-SAVING",
      "company": "YC31511",
      "name": "Arzana",
      "kind": "客户避免的人工成本",
      "value": 1500000,
      "unit": "原文$，币种待核",
      "bound": ">",
      "timing": "当前简介累计自述，期间未给",
      "scope": "制造企业客户节省",
      "selection": "excluded",
      "reason": "避免成本不是平台收入，不乘假设分成估ARR",
      "evidence": "INDUSTRY5-CAT-YC31511",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY5-O-STANDOUT-OLD-ARR",
      "company": "YC31402",
      "name": "Standout",
      "kind": "创始人前Zealy ARR",
      "value": 3000000,
      "unit": "原文$，币种待核",
      "bound": "=",
      "timing": "2026-05-07发布中的旧创业十二个月经历",
      "scope": "此前公司收入，非Standout",
      "selection": "excluded",
      "reason": "旧公司ARR和用户规模不转移给招聘市场，不算当前营收",
      "evidence": "INDUSTRY5-CAT-YC31402",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY5-O-KLAIMEE-OLD-REV",
      "company": "YC31539",
      "name": "Klaimee",
      "kind": "创始人前SafetyWing收入终值",
      "value": 60000000,
      "unit": "原文$，币种待核",
      "bound": "=",
      "timing": "当前简介中的此前五年经历，精确财务期未给",
      "scope": "前雇主保险产品收入，非Klaimee",
      "selection": "excluded",
      "reason": "前雇主收入及承保经验不证明当前营收或牌照，不能直接作ARR",
      "evidence": "INDUSTRY5-CAT-YC31539",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY6-O-COHESION-AUM",
      "company": "YC31562",
      "name": "Cohesion",
      "kind": "客户基金管理资产",
      "value": 10000000000,
      "bound": ">",
      "unit": "原文$，币种待核",
      "timing": "2026-04-16发布称十余基金合计，资产截至日未给",
      "scope": "客户AUM，非Cohesion资产或收入",
      "reason": "客户管理资产不等研究软件费用，不按假设费率估ARR",
      "evidence": "INDUSTRY6-CAT-YC31562",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY6-O-ALLOOVIUM-PROJECTS",
      "company": "YC32204",
      "name": "Alloovium",
      "kind": "部署覆盖的建筑项目值",
      "value": 400000000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-07-13发布自述活跃项目，精确截至日未给",
      "scope": "客户建筑项目价值，非Alloovium收入",
      "reason": "项目金额、软件合同及收入确认不同，不相加或按假设抽成",
      "evidence": "INDUSTRY6-CAT-YC32204",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY6-O-ALLOOVIUM-CLIENT-COST",
      "company": "YC32204",
      "name": "Alloovium",
      "kind": "客户编制管理计划的成本案例",
      "value": 2500000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-07-13发布引用单一客户，成本期间未给",
      "scope": "客户项目文档编制成本",
      "reason": "客户成本不作软件收费或已节省金额，未核人力及实施口径",
      "evidence": "INDUSTRY6-CAT-YC32204",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY6-O-QLO-OLD-REVENUE",
      "company": "YC32625",
      "name": "Qlo",
      "kind": "创始人前雇主年收入",
      "value": 15000000,
      "bound": "≈",
      "unit": "原文$，币种待核",
      "timing": "2026-08-20发布的此前经历，财务年度未给",
      "scope": "台湾婴儿监控前雇主，非Qlo收入",
      "reason": "旧雇主年收入、收购条件和客户保费不能继承为新软件ARR",
      "evidence": "INDUSTRY6-CAT-YC32625",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY6-O-MAINGEN-OLD-TPV",
      "company": "YC32157",
      "name": "Maingen",
      "kind": "创始人此前软件支付吞吐",
      "value": 150000000,
      "bound": ">",
      "unit": "币种未注明",
      "timing": "2026-08-07发布的此前经历，TPV期间未给",
      "scope": "此前软件TPV，非Maingen收入",
      "reason": "支付吞吐不是公司收入，也不能与模拟电站利润相加",
      "evidence": "INDUSTRY6-CAT-YC32157",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY6-O-PRODIGY-RETURN",
      "company": "YC32254",
      "name": "Prodigy Research",
      "kind": "批次期间自营交易回报自述",
      "value": 140,
      "bound": "=",
      "unit": "%",
      "timing": "2026-08-10发布及当前官网，批次内精确起终日未给",
      "scope": "自有资本交易表现，非订阅收入",
      "reason": "没有资本基数和账户记录不能转成金额；交易回报不可直接当ARR，未核费用、杠杆和完整区间",
      "evidence": "INDUSTRY6-PRODIGY-HOME",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY7-O-SPACEFLOW-CONTRACT",
      "company": "YC33311",
      "name": "SpaceFlow Technologies, Inc.",
      "kind": "六位数合同单份量级下限",
      "value": 100000,
      "bound": ">=",
      "unit": "币种未注明",
      "timing": "2026-08-06发布称多个已签合同，覆盖期未给",
      "scope": "SpaceFlow服务合同，非确认收入",
      "selection": "crosscheck",
      "reason": "未给合同数量或总值，不将下限当精确收入；未核币种、经常性和履约",
      "evidence": "INDUSTRY7-SPACEFLOW-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY7-O-SPACEFLOW-SPEND",
      "company": "YC33311",
      "name": "SpaceFlow Technologies, Inc.",
      "kind": "年度供应商支出管理额",
      "value": 400000000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-08-06发布，精确经营截至日未给",
      "scope": "客户年度采购支出，非SpaceFlow收入",
      "selection": "excluded",
      "reason": "管理支出不是采购服务费或ARR，不按假设费率估收入",
      "evidence": "INDUSTRY7-SPACEFLOW-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY7-O-SPACEFLOW-TARGET",
      "company": "YC33311",
      "name": "SpaceFlow Technologies, Inc.",
      "kind": "未来收入目标",
      "value": 1000000000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-08-06发布愿景，目标日期未给",
      "scope": "未来目标，非已实现收入",
      "selection": "excluded",
      "reason": "目标并非收入披露，100人上限及Rule-of-60不是已核单位经济",
      "evidence": "INDUSTRY7-SPACEFLOW-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY7-O-SPACEFLOW-SAVING",
      "company": "YC33311",
      "name": "SpaceFlow Technologies, Inc.",
      "kind": "客户年度节省",
      "value": 120000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-08-06发布单客户案例，业务年度未给",
      "scope": "客户采购成本节省",
      "selection": "excluded",
      "reason": "客户节省与服务收入分开，未核实际采购量和净节省",
      "evidence": "INDUSTRY7-SPACEFLOW-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY7-O-SPACEFLOW-OLD-REV",
      "company": "YC33311",
      "name": "SpaceFlow Technologies, Inc.",
      "kind": "创始人此前广告服务收入",
      "value": 40000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-08-06发布追述16岁时经历，财务期未给",
      "scope": "创始人此前Reddit广告自动化服务，非SpaceFlow",
      "selection": "excluded",
      "reason": "旧业务收入不继承为当前采购服务收入",
      "evidence": "INDUSTRY7-SPACEFLOW-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY7-O-ALLIA-CAPACITY",
      "company": "YC33441",
      "name": "Allia Health",
      "kind": "签约保险合同下年化护理产能",
      "value": 50000000,
      "bound": ">",
      "unit": "原文$，币种待核",
      "timing": "2026-08-20发布，当时计划2026-09开始交付",
      "scope": "Allia网络的合同护理产能，非已核确认营收",
      "selection": "excluded",
      "reason": "产能、保费和已交付服务费不同；缺履约、实际护理量、净收款及并表边界，不标ARR",
      "evidence": "INDUSTRY7-ALLIA-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY7-O-DERYA-FREIGHT",
      "company": "YC33050",
      "name": "Derya",
      "kind": "此前处理的货运金额",
      "value": 15000000,
      "bound": ">",
      "unit": "原文$，币种待核",
      "timing": "2026-08-10发布称拓展全供应链前，精确期间未给",
      "scope": "此前货运处理规模，主体及货值/运费口径未清",
      "selection": "excluded",
      "reason": "货运规模不当净收入，未核是否同主体；不按假设抽成估ARR",
      "evidence": "INDUSTRY7-CAT-YC33050",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY7-O-RONAN-OLD-BUSINESS",
      "company": "YC32979",
      "name": "RonanRx Inc.",
      "kind": "创始人此前制造业务规模",
      "value": 50000000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-07-24发布追述此前经历，金额指标及期间未给",
      "scope": "此前医疗制造业务，非RonanRx",
      "selection": "excluded",
      "reason": "原文仅称5000万业务，不能补成收入、估值或ARR，也不转给当前药物业务",
      "evidence": "INDUSTRY7-CAT-YC32979",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY7-O-DAWN-SAVING",
      "company": "YC33344",
      "name": "Dawn Industries",
      "kind": "单故障避免成本自述",
      "value": 15000,
      "bound": ">",
      "unit": "原文$，币种待核",
      "timing": "当前简介，案例及实际业务时点未给",
      "scope": "大型工厂客户每故障节省，非Dawn收入",
      "selection": "excluded",
      "reason": "成本节省不等供应商收费或累计已实现收益，效率与安全未独立核",
      "evidence": "INDUSTRY7-CAT-YC33344",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY8-O-EDVIRO-IDENTIFIED",
      "company": "YC33805",
      "name": "Edviro",
      "kind": "已识别可避免能源成本",
      "value": 400000,
      "bound": ">",
      "unit": "原文$，币种待核",
      "timing": "2026-08-26发布称34设施，累计期间未给",
      "scope": "客户可避免成本，非Edviro收入",
      "reason": "未必全部实现节省；不与官网相同量级verified表述相加",
      "evidence": "INDUSTRY8-CAT-YC33805",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY8-O-EDVIRO-VERIFIED",
      "company": "YC33805",
      "name": "Edviro",
      "kind": "官网称已核节省",
      "value": 400000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "当前官网34站点快照，节省期间未给",
      "scope": "客户节省自述，非独立验证或公司营收",
      "reason": "未见仪表账单和基线，identified与verified可能重叠，不重复算成果",
      "evidence": "INDUSTRY8-EDVIRO-HOME",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY8-O-EDVIRO-OVERBILLING",
      "company": "YC33805",
      "name": "Edviro",
      "kind": "创始人早期识别天然气多收费",
      "value": 360000,
      "bound": "≈",
      "unit": "原文$，币种待核",
      "timing": "2026-08-26追述17岁时分析一年账单，具体年份未给",
      "scope": "学区多收费发现，非供应商服务收入",
      "reason": "发现多收费不等已追回或公司营收，也可能与后续可避免成本重叠",
      "evidence": "INDUSTRY8-CAT-YC33805",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY8-O-EDVIRO-OLD-AGENCY",
      "company": "YC33805",
      "name": "Edviro",
      "kind": "创始人此前代理业务收入",
      "value": 20000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-07-07发布中的此前经历，财务期未给",
      "scope": "此前数字代理业务，非Edviro",
      "reason": "前公司收入不归设施软件或年化为ARR",
      "evidence": "INDUSTRY8-CAT-YC33805",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY8-O-PRAXIS-CLIENT-LOSS",
      "company": "YC35422",
      "name": "Praxis",
      "kind": "客户称每年流失的法律业务",
      "value": 350000,
      "bound": ">=",
      "unit": "原文$，币种待核",
      "timing": "2026-10-15发布引述单家律所，实际年度未给",
      "scope": "客户可能流失的案件收入",
      "reason": "客户损失非Praxis收入，不从每案金额和客户数估平台收费",
      "evidence": "INDUSTRY8-CAT-YC35422",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY8-O-HABU-OLD-PROJECTS",
      "company": "YC37533",
      "name": "HABU",
      "kind": "创始人此前经手项目价值",
      "value": 310000000,
      "bound": ">",
      "unit": "原文$，币种待核",
      "timing": "2026-09-29发布中的此前经历，项目期间未给",
      "scope": "此前工业、土地及住宅项目，非HABU收入",
      "reason": "经手开发项目值不等服务费或当前公司收入，旧雇主融资亦排除",
      "evidence": "INDUSTRY8-CAT-YC37533",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY8-O-KAIROS-CLIENT-PRODUCTION",
      "company": "YC37831",
      "name": "Kairos Health",
      "kind": "每地点月均诊疗产出增加自述",
      "value": 20000,
      "bound": "=",
      "unit": "币种未注明",
      "timing": "2026-10-19发布，观察月份及样本分母未详",
      "scope": "牙科客户产出，非Kairos收入",
      "reason": "原文未给币种，产出不等实际收款；16地点和预约数不能反推平台MRR",
      "evidence": "INDUSTRY8-CAT-YC37831",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY8-O-SINTROPIX-DEMO-ARR",
      "company": "YC37995",
      "name": "Sintropix",
      "kind": "官网示例界面ARR",
      "value": 4200000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "产品看板显示2026-06-20，非公司财务截至日",
      "scope": "产品演示示例，非Sintropix收入",
      "reason": "Acme、多国账户和合同是产品界面内容，无公司财务归属证明，不标本公司ARR",
      "evidence": "INDUSTRY8-SINTROPIX-HOME",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY9-O-SERAFIS-AUM",
      "company": "YC30413",
      "name": "Serafis",
      "kind": "客户管理资产",
      "value": 70000000000,
      "bound": ">",
      "unit": "原文$，币种待核",
      "timing": "当前简介及官网，资产截至日未给",
      "scope": "客户投资机构AUM",
      "reason": "客户资产非Serafis收入，不按假设费率推ARR",
      "evidence": "INDUSTRY9-SERAFIS-HOME",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY9-O-SIEVE-AUM",
      "company": "YC30552",
      "name": "sieve",
      "kind": "客户管理资产",
      "value": 100000000000,
      "bound": ">",
      "unit": "原文$，币种待核",
      "timing": "当前官网，资产截至日未给",
      "scope": "投资客户AUM",
      "reason": "客户资产非数据服务收入，不能据此估公司规模或ARR",
      "evidence": "INDUSTRY9-SIEVE-HOME",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY9-O-SIEVE-DEMO-REV",
      "company": "YC30552",
      "name": "sieve",
      "kind": "Acme示例总收入",
      "value": 394300000000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "官网产品示例标2023季度资料，非sieve经营期",
      "scope": "产品界面示例，非sieve收入",
      "reason": "财务提取演示不是本公司财务，不纳公司收入或ARR",
      "evidence": "INDUSTRY9-SIEVE-HOME",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY9-O-CLAIM-CLIENT-LEAK",
      "company": "YC30429",
      "name": "Claim Health",
      "kind": "客户漏收发现的六位数量级",
      "value": 100000,
      "bound": ">=",
      "unit": "币种未注明",
      "timing": "2025-05-01发布的早期使用，观察期间未给",
      "scope": "客户拒赔及少付漏收，非Claim Health收入",
      "reason": "发现漏收不等已收回，公司服务费和客户索赔分开",
      "evidence": "INDUSTRY9-CAT-YC30429",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY9-O-FRIZZLE-OLD-REV",
      "company": "YC30655",
      "name": "Frizzle",
      "kind": "前Coinbase增量收入",
      "value": 50000000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2025-08-20发布追述此前工作，财务期未给",
      "scope": "创始人前雇主增量收入，非Frizzle",
      "reason": "旧雇主收入与前教育业务不转移给当前批改软件",
      "evidence": "INDUSTRY9-CAT-YC30655",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY9-O-SCOOP-CLIENT-SAVING",
      "company": "YC30856",
      "name": "Scoop",
      "kind": "每项申报节省CRO费自述",
      "value": 100000,
      "bound": ">",
      "unit": "原文$，币种待核",
      "timing": "2025-11-10发布，实际客户及观察期未给",
      "scope": "生物医药客户潜在费用节省",
      "reason": "费用节省不等平台收入或已获批准，未核实际合同和净节省",
      "evidence": "INDUSTRY9-CAT-YC30856",
      "selection": "excluded",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY10-O-LITMUS-ARR",
      "company": "YC31304",
      "name": "Litmus",
      "kind": "历史ARR自述",
      "value": 60000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-07-09发布，财务截至日未给",
      "scope": "Litmus业务，合同/服务范围未核",
      "selection": "historical",
      "reason": "厂商历史自述，币种、经常性和确认未核，不按访问日刷新为当前ARR",
      "evidence": "INDUSTRY10-LITMUS-LAUNCH",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "INDUSTRY10-O-NORRA-SAVING",
      "company": "YC30868",
      "name": "Norra",
      "kind": "客户年度节省预测",
      "value": 100000,
      "bound": ">",
      "unit": "原文$，币种待核",
      "timing": "2025-11-08发布称本年，非已结算年度实绩",
      "scope": "护理机构预计租赁成本节省",
      "selection": "excluded",
      "reason": "预测节省不等实际节省或Norra收费，70%租费下降不是营收",
      "evidence": "INDUSTRY10-CAT-YC30868",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY10-O-PATENT-COST",
      "company": "YC30936",
      "name": "Patent Watch",
      "kind": "单专利生命周期成本背景",
      "value": 50000,
      "bound": "≈",
      "unit": "原文$，币种待核",
      "timing": "2025-10-21发布，非公司经营期",
      "scope": "行业申请维护成本，非Patent Watch收费",
      "selection": "excluded",
      "reason": "行业维护支出不是软件实际单价或ARR，专利组合估算亦非公司收入",
      "evidence": "INDUSTRY10-CAT-YC30936",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY10-O-ZARNA-OLD-AUM",
      "company": "YC31007",
      "name": "Zarna",
      "kind": "此前服务私募机构的资产规模",
      "value": 20000000000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2025-11-06发布追述YC前，资产日未给",
      "scope": "此前客户私募机构规模，非Zarna收入",
      "selection": "excluded",
      "reason": "客户机构资产和驻场经历不归平台收入，不假设费率估ARR",
      "evidence": "INDUSTRY10-CAT-YC31007",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY10-O-FOREMAN-OLD-REV",
      "company": "YC31243",
      "name": "Foreman",
      "kind": "创始人此前咨询收入",
      "value": 250000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-03-05及重复旧发布追述，财务期未给",
      "scope": "此前软件咨询业务，非Foreman/Scout Out收入",
      "selection": "excluded",
      "reason": "重复发布不重复计数，旧公司收入不转给当前建筑软件",
      "evidence": "INDUSTRY10-CAT-YC31243",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY11-O-LOCKE-RUNRATE",
      "company": "YC33283",
      "name": "Locke",
      "kind": "历史年化收入运行率自述",
      "value": 500000,
      "bound": ">",
      "unit": "原文$，币种待核",
      "timing": "2026-08-06发布称静默上线六周，精确财务日未给",
      "scope": "政府事务服务业务，软件/人力及合同覆盖未拆",
      "selection": "historical",
      "reason": "原文annual revenue run-rate不是ARR；币种、确认和经常性未核，不入同期比较",
      "evidence": "INDUSTRY11-LOCKE-LAUNCH",
      "comparisonGroup": null,
      "metric": "annualized-revenue"
    },
    {
      "id": "INDUSTRY11-O-MOUNT-OLD-MEDIA",
      "company": "YC31440",
      "name": "AGI Deploy Co",
      "kind": "创始人旧媒体公司收入",
      "value": 400000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-05-22发布追述，经营期间未给",
      "scope": "John此前AI媒体业务，非Mount或AGI Deploy Co收入",
      "selection": "excluded",
      "reason": "旧媒体收入不归现保险或行业改造业务",
      "evidence": "INDUSTRY11-MOUNT-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY11-O-TRUEMILE-OLD-REV",
      "company": "YC35266",
      "name": "TrueMile",
      "kind": "创始人家族运输历史收入",
      "value": 7000000,
      "bound": ">",
      "unit": "原文$，币种待核",
      "timing": "当前YC简介追述，累计经营期和实体延续未给",
      "scope": "家族卡车运输业务，非已证明TrueMile同期收入",
      "selection": "excluded",
      "reason": "工具衍生沿革不足以转移旧运输收入，不记ARR或当前新公司业绩",
      "evidence": "INDUSTRY11-CAT-YC35266",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY11-O-LATO-CLIENT-AUM",
      "company": "YC32682",
      "name": "LATO",
      "kind": "客户基金管理资产规模",
      "value": 400000000000,
      "bound": ">",
      "unit": "原文$，币种待核",
      "timing": "当前YC简介，资产基准日未给",
      "scope": "客户投资机构资产，非LATO自有收入",
      "selection": "excluded",
      "reason": "客户AUM不是研究平台收费，不假设费率反推ARR",
      "evidence": "INDUSTRY11-CAT-YC32682",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY11-O-LEVOCRED-ASSETS",
      "company": "YC33023",
      "name": "Levocred AI",
      "kind": "客户应收款流经平台",
      "value": 1000000000,
      "bound": "≈",
      "unit": "原文$，币种待核",
      "timing": "2026-08-11发布，资产时点未给",
      "scope": "客户信贷/应收业务规模，非Levocred收入",
      "selection": "excluded",
      "reason": "处理金额不是自身营收，前职资产组合亦排除",
      "evidence": "INDUSTRY11-LEVOCRED-RECEIVABLES",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY11-O-LANTERN-OLD-REV",
      "company": "YC35190",
      "name": "Lantern AI",
      "kind": "创始人此前创业销售",
      "value": 2000000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-10-28发布追述，旧财务期未给",
      "scope": "创始人旧公司，非Lantern收入",
      "selection": "excluded",
      "reason": "旧公司销售和人才图谱不推现公司收入",
      "evidence": "INDUSTRY11-LANTERN-OLD-SALES",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY11-O-IGNITION-OLD-COST",
      "company": "YC36015",
      "name": "Ignition Benefits",
      "kind": "创始人前公司多付福利费用",
      "value": 4000000,
      "bound": ">",
      "unit": "原文$，币种待核",
      "timing": "2026-10-22发布追述五年",
      "scope": "Plated福利成本，非Ignition收入",
      "selection": "excluded",
      "reason": "旧雇主支出和当前客户节省均不是经纪费收入",
      "evidence": "INDUSTRY11-IGNITION-LAUNCH",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY11-O-VERDANT-DEPLOY",
      "company": "YC32189",
      "name": "Verdant",
      "kind": "付费部署采用",
      "value": 4,
      "bound": "=",
      "unit": "机构/部署数",
      "timing": "当前YC简介，四周平均销售周期非收入期",
      "scope": "4州付费部署数，不等独立法人或合同金额",
      "selection": "adoption",
      "reason": "只证明有付费采用的自述，不能乘未知标价推MRR",
      "evidence": "INDUSTRY11-CAT-YC32189",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY11-O-SUTRIX-PAID",
      "company": "YC36576",
      "name": "Sutrix",
      "kind": "付费研究机构采用",
      "value": 10,
      "bound": ">=",
      "unit": "机构/部署数",
      "timing": "当前YC简介，统计截至日未给",
      "scope": "10家以上机构中的研究团队，非收入数",
      "selection": "adoption",
      "reason": "机构/团队数和80%预备时间下降非ARR，旧HSS700团队不相加",
      "evidence": "INDUSTRY11-CAT-YC36576",
      "comparisonGroup": null
    },
    {
      "id": "INDUSTRY11-O-VELTHA-DEMO",
      "company": "YC32352",
      "name": "Veltha",
      "kind": "官网示例理赔赔款",
      "value": 27355.03,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，非实际财务期间",
      "scope": "sample crop claim演示赔付，非Veltha收入",
      "selection": "excluded",
      "reason": "演示理赔金额不是公司收费，也不证明实际付款",
      "evidence": "INDUSTRY11-VELTHA-HOME",
      "comparisonGroup": null
    },
    {
      "id": "MODELTAG-O-BIDFLOW-OLD-REV",
      "company": "YC30620",
      "name": "Bidflow",
      "kind": "创始人16岁旧业务金额",
      "value": 120000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-01-19及旧帖追述，原始期间未给",
      "scope": "创始人此前业务，非Bidflow同期收入",
      "selection": "excluded",
      "reason": "旧履历不转当前产品，重复旧帖不重复相加",
      "evidence": "MODELTAG-BIDFLOW-OLD-REV",
      "comparisonGroup": null
    },
    {
      "id": "MODELTAG-O-DIPOLE-CAPACITY",
      "company": "YC31277",
      "name": "Dipole Labs",
      "kind": "潜在客户年度算力容量价值",
      "value": 1000000000,
      "bound": "<=",
      "unit": "原文$，币种待核",
      "timing": "2026-08-13发布的1GW场景测算",
      "scope": "假设数据中心新增容量，非Dipole收入",
      "selection": "excluded",
      "reason": "容量价值不等实际收费、订单或已实现ARR",
      "evidence": "MODELTAG-DIPOLE-CAPACITY",
      "comparisonGroup": null
    },
    {
      "id": "MODELTAG-O-MAGMA-DEMO",
      "company": "YC33639",
      "name": "Magma",
      "kind": "官网界面示例本月收益",
      "value": 14120,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，财务期不明",
      "scope": "ACME AI示例供应方，非Magma已核收入",
      "selection": "excluded",
      "reason": "示例分成及余额不作Magma自身营收，未核实际合同或收款",
      "evidence": "MODELTAG-MAGMA-HOME",
      "comparisonGroup": null
    },
    {
      "id": "DEVTAG1-O-LUMINAL-OLD-ARR",
      "company": "YC30804",
      "name": "Luminal",
      "kind": "创始人前公司ARR",
      "value": 5000000,
      "bound": "≈",
      "unit": "原文$，币种待核",
      "timing": "2025-07-20发布追述，旧财务截至日未给",
      "scope": "创始人此前startup，非Luminal收入",
      "selection": "excluded",
      "reason": "旧公司ARR不归当前推理编译平台，未给原币种和精确经营期",
      "evidence": "DEVTAG1-LUMINAL-OLD-ARR",
      "comparisonGroup": null
    },
    {
      "id": "DEVTAG1-O-KERNEL-OLD-EXIT",
      "company": "YC30762",
      "name": "KERNEL",
      "kind": "创始人旧公司退出价",
      "value": 500000000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2021退出，2025-07-31发布回顾",
      "scope": "Clever退出交易，非Kernel收入",
      "selection": "excluded",
      "reason": "退出价不是新公司自身营收或ARR，也非当前公司融资",
      "evidence": "DEVTAG1-KERNEL-OLD-EXIT",
      "comparisonGroup": null
    },
    {
      "id": "DEVTAG1-O-STAR-JOBS",
      "company": "YC30545",
      "name": "StarSling",
      "kind": "已运行CI jobs采用工作量",
      "value": 2000000,
      "bound": ">=",
      "unit": "jobs",
      "timing": "2026-10-31读取，统计截至日未给",
      "scope": "平台jobs量，非独立付费客户或收入数",
      "selection": "adoption",
      "reason": "不能用jobs数乘基础分钟价反推营收，时长、免费/付费和资源组合未知",
      "evidence": "DEVTAG1-STAR-HOME",
      "comparisonGroup": null
    },
    {
      "id": "DEVTAG2-O-HOPLITE-CREDITS",
      "company": "YC32089",
      "name": "Hoplite",
      "kind": "模型供应商赠额度",
      "value": 1500000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-07-30发布，核销期未给",
      "scope": "OpenAI credits，不是Hoplite经营收入",
      "selection": "excluded",
      "reason": "赠额度和计算资源不是客户实付、现金收入或ARR",
      "evidence": "DEVTAG2-HOPLITE-CREDITS",
      "comparisonGroup": null
    },
    {
      "id": "DEVTAG2-O-PAPAYA-OLD-ARR",
      "company": "YC36643",
      "name": "Papaya",
      "kind": "创始人其他YC公司历史ARR",
      "value": 10000000,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-09-16发布追述，原财务期未给",
      "scope": "此前其他YC创业公司，非Papaya收入",
      "selection": "excluded",
      "reason": "前职业绩不转当前Agent优化公司",
      "evidence": "DEVTAG2-PAPAYA-OLD-ARR",
      "comparisonGroup": null
    },
    {
      "id": "DEVTAG2-O-CODAG-ORGS",
      "company": "YC32230",
      "name": "Codag",
      "kind": "使用组织采用",
      "value": 90,
      "bound": ">",
      "unit": "组织数",
      "timing": "2026-08-16发布，具体截至日未给",
      "scope": "使用Codag组织，不等独立付费客户",
      "selection": "adoption",
      "reason": "组织数和最多35人团队均不能乘标价推MRR，未给实际付费和合同",
      "evidence": "DEVTAG2-CODAG-ADOPTION",
      "comparisonGroup": null
    },
    {
      "id": "DEVTAG2-O-HERDR-DOWNLOADS",
      "company": "YC34464",
      "name": "herdr",
      "kind": "发布四个月下载量自述",
      "value": 340000,
      "bound": "=",
      "unit": "下载次数",
      "timing": "当前YC简介，确切统计日与版本未给",
      "scope": "Herdr产品历史下载，非付费或独立用户数",
      "selection": "adoption",
      "reason": "下载与星标不能当收入，也不混为现herdr-core仓库下载",
      "evidence": "DEVTAG2-CAT-YC34464",
      "comparisonGroup": null
    },
    {
      "id": "DEVTAG2-O-AGENT37-CLIENT-COST",
      "company": "YC34893",
      "name": "Agent 37",
      "kind": "客户每Agent月运行成本自述",
      "value": 4.94,
      "bound": "=",
      "unit": "原文$，币种待核",
      "timing": "2026-09-29发布，账单期未给",
      "scope": "Boon客户运行成本，非Agent37已核单客收入",
      "selection": "excluded",
      "reason": "客户成本或示例配置不等平台ARPA/ARR；免费、折扣、上游模型及存储未核",
      "evidence": "DEVTAG2-AGENT37-COST",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR1-O-SCALAR-MONTHLY",
      "company": "YC30514",
      "name": "Scalar Field",
      "kind": "历史月收入自述，未声明MRR",
      "value": 74000,
      "unit": "原文$，币种待核",
      "timing": "2025-05-08发布，收入月份未注明",
      "scope": "历史公司业务口径，未核法律主体/经常性",
      "selection": "historical",
      "reason": "旧月收入非当前MRR，币种、财务期间与经常性未核，不乘12作ARR",
      "evidence": "UNCLEAR1-30514-LAUNCH2",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR1-O-SCALAR-PAID",
      "company": "YC30514",
      "name": "Scalar Field",
      "kind": "历史付费交易者自述",
      "value": 800,
      "unit": "人",
      "timing": "2025-05-08发布",
      "scope": "历史产品采用，约数",
      "selection": "adoption",
      "reason": "付费人数不提供合同金额、经常性和当前留存",
      "evidence": "UNCLEAR1-30514-LAUNCH2",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR1-O-SCALAR-SIGNUPS",
      "company": "YC30514",
      "name": "Scalar Field",
      "kind": "历史注册数自述",
      "value": 34000,
      "unit": "注册",
      "timing": "2025-05-08发布",
      "scope": "历史注册量",
      "selection": "adoption",
      "reason": "注册不等付费客户及收入",
      "evidence": "UNCLEAR1-30514-LAUNCH2",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR1-O-AMBY-CLIENT",
      "company": "YC30238",
      "name": "Amby Health",
      "kind": "历史EMS客户收入举例",
      "value": 500000,
      "unit": "原文$，币种待核",
      "timing": "2025-02-24发布，客户收入期间未注明",
      "scope": "消防部门EMS收入，非Amby收入",
      "selection": "excluded",
      "reason": "原文350K至500K同时称33%，保留自述且未取得底账或期间，不作为公司收入或验证增幅",
      "evidence": "UNCLEAR1-30238-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR1-O-NIXO-EXAMPLE",
      "company": "YC30494",
      "name": "Nixo",
      "kind": "页面示例客户年合同",
      "value": 185000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，示例非已核实际合同",
      "scope": "Salesforce示例对象，非Nixo收入",
      "selection": "excluded",
      "reason": "产品示例金额不能作为公司已签合同或ARR",
      "evidence": "UNCLEAR1-30494-HOME",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR1-O-AUTOSTEP-WASTE",
      "company": "YC30408",
      "name": "Autostep",
      "kind": "客户浪费成本宣传",
      "value": 100000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，成本期间/账单未核",
      "scope": "10人团队浪费成本例子，非Autostep收入",
      "selection": "excluded",
      "reason": "客户成本、ROI与节省不能变为供应商实收",
      "evidence": "UNCLEAR1-30408-HOME",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR2-O-SIGNALS-CLIENT",
      "company": "YC30639",
      "name": "Signals",
      "kind": "客户每会话复购增收自述",
      "value": 30,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31当前YC及官网，客户实验日期不统一",
      "scope": "品牌客户增收，非Signals收入",
      "selection": "excluded",
      "reason": "客户A/B结果不能作供应商ARPA或收入，未取得试验底账",
      "evidence": "UNCLEAR2-30639-YC",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR2-O-MODELENCE-OLD",
      "company": "YC30777",
      "name": "Modelence",
      "kind": "创始人旧平台规模描述",
      "value": 500000000,
      "unit": "原文$，指标/币种未核",
      "timing": "2026-10-31读取，旧CodeSignal事业时点不明",
      "scope": "CodeSignal平台描述，非Modelence",
      "selection": "excluded",
      "reason": "旧平台500M未给收入定义，不能转移公司或升级ARR",
      "evidence": "UNCLEAR2-30777-YC",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR2-O-MODELENCE-USERS",
      "company": "YC30777",
      "name": "Modelence",
      "kind": "官网开发者及公司采用宣传",
      "value": 20000,
      "unit": "开发者及公司，混合口径",
      "timing": "2026-10-31读取，统计期未知",
      "scope": "公开采用计数自述",
      "selection": "adoption",
      "reason": "未明确付费、活跃、去重与分母，不反推收入",
      "evidence": "UNCLEAR2-30777-HOME",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR2-O-SOLVA-OLD-PREMIUM",
      "company": "YC30706",
      "name": "Solva",
      "kind": "团队旧保险事业保费规模",
      "value": 150000000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，旧事业保费期间未给",
      "scope": "此前保险事业，不是Solva本体收入",
      "selection": "excluded",
      "reason": "保费不等净收入，主体与时点也不同，不填Solva ARR",
      "evidence": "UNCLEAR2-30706-HOME",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR2-O-TRAVO-CLIENT-PURCHASE",
      "company": "YC30905",
      "name": "Travo",
      "kind": "客户拟购房地产价值",
      "value": 3000000,
      "unit": "原文3M+，币种未给",
      "timing": "2026-03-14发布，正在购买非已核成交",
      "scope": "客户资产价值",
      "selection": "excluded",
      "reason": "拟购资产不是Travo软件费或ARR",
      "evidence": "UNCLEAR2-30905-LAUNCH1",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR2-O-TRAVO-CLIENT-FUND",
      "company": "YC30905",
      "name": "Travo",
      "kind": "客户基金规模自述",
      "value": 200000000000,
      "unit": "原文$，币种待核",
      "timing": "2026-03-14发布",
      "scope": "客户基金，资产管理口径未独立核",
      "selection": "excluded",
      "reason": "客户资产规模不能当供应商收入",
      "evidence": "UNCLEAR2-30905-LAUNCH1",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR2-O-WARDSTONE-GRANT",
      "company": "YC30881",
      "name": "Wardstone",
      "kind": "寻求支持的SBIR资助申请",
      "value": 3000000,
      "unit": "原文$，币种待核",
      "timing": "2025-11-12发布",
      "scope": "申请及支持函，非已确认授予/到账",
      "selection": "excluded",
      "reason": "申请、关系和支持不等公司已签收入或ARR",
      "evidence": "UNCLEAR2-30881-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR2-O-TENSR-OLD-RESEARCH",
      "company": "YC30904",
      "name": "Tensr",
      "kind": "团队此前学校科研赞助",
      "value": 17000000,
      "unit": "原文$，币种待核",
      "timing": "2026-08-25发布，旧研究期间未给",
      "scope": "UC Berkeley/Stanford研究，非Tensr收入",
      "selection": "excluded",
      "reason": "旧科研赞助及合同经历不迁为公司收入",
      "evidence": "UNCLEAR2-30904-LAUNCH1",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR3-O-KALPA-TRAIN-COST",
      "company": "YC30959",
      "name": "Kalpa Labs",
      "kind": "800M模型训练成本主张",
      "value": 1000,
      "unit": "原文$，币种待核",
      "timing": "2025-11-11发布，训练期及成本边界未给",
      "scope": "厂商训练支出自述，非收入",
      "selection": "excluded",
      "reason": "未核训练范围/硬件/核算，不作收入、毛利或独立成本比较",
      "evidence": "UNCLEAR3-30959-LAUNCH1",
      "bound": "<",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR3-O-AMERA-CLIENT-MEMBERS",
      "company": "YC30992",
      "name": "Amera",
      "kind": "合作支付方覆盖会员",
      "value": 100000,
      "unit": "会员",
      "timing": "2026-10-31当前YC自述，统计期未知",
      "scope": "客户会员，非Amera付费客户",
      "selection": "excluded",
      "reason": "客户覆盖不等供应商客户数/订阅数，不反推收入",
      "evidence": "UNCLEAR3-30992-YC",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR3-O-PLOY-COHORT-USAGE",
      "company": "YC31041",
      "name": "Ploy",
      "kind": "YC P26公司采用占比自述",
      "value": 13,
      "unit": "%",
      "timing": "2026-06-17发布",
      "scope": "批次内公司使用，分母及付费未核",
      "selection": "adoption",
      "reason": "使用占比不是付费率，不以融资或客户收入填供应商ARR",
      "evidence": "UNCLEAR3-31041-LAUNCH1",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR3-O-EOS-CLIENT-RECOVERY",
      "company": "YC31058",
      "name": "Eos AI",
      "kind": "早期诊所收入恢复宣传",
      "value": 37,
      "unit": "%",
      "timing": "2026-03-05发布，客户实验期未给",
      "scope": "客户收入恢复，非Eos收入",
      "selection": "excluded",
      "reason": "分母、合同分成与底账未知，客户效果不等供应商实收",
      "evidence": "UNCLEAR3-31058-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR3-O-JANEEN-DRUG-COST",
      "company": "YC31085",
      "name": "Janeen",
      "kind": "患者年度生物药费用例子",
      "value": 80000,
      "unit": "原文$，币种待核",
      "timing": "2026-01-29发布",
      "scope": "患者/诊所药费，非Janeen收入",
      "selection": "excluded",
      "reason": "药费/报销和平台服务费主体不同，不能作自身ARR",
      "evidence": "UNCLEAR3-31085-LAUNCH1",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR3-O-SHORTKIT-OLD-ARR",
      "company": "YC31096",
      "name": "shortkit",
      "kind": "创始人曾任职旧SaaS的ARR",
      "value": 6000000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31当前YC自述，旧事业时点未给",
      "scope": "首位员工旧公司业绩，非ShortKit",
      "selection": "excluded",
      "reason": "明确不同经营主体，旧ARR不能转移到新公司",
      "evidence": "UNCLEAR3-31096-YC",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR3-O-OPENSPEC-OLD-STARS",
      "company": "YC31116",
      "name": "OpenSpec",
      "kind": "历史GitHub stars自述",
      "value": 27000,
      "unit": "stars",
      "timing": "2026-03-06发布",
      "scope": "开源社区关注量",
      "selection": "adoption",
      "reason": "stars不等安装、活跃、付费或收入；只保留当时快照",
      "evidence": "UNCLEAR3-31116-LAUNCH1",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR3-O-OPENSPEC-CURRENT-STARS",
      "company": "YC31116",
      "name": "OpenSpec",
      "kind": "官网当前GitHub stars显示",
      "value": 73400,
      "unit": "stars",
      "timing": "2026-10-31读取，缓存同步时间未知",
      "scope": "官网转引社区关注量",
      "selection": "adoption",
      "reason": "官网缓存可能与GitHub不同步，不与历史数相加，不反推收入",
      "evidence": "UNCLEAR3-31116-HOME",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR4-O-LAURENCE-ADSPEND",
      "company": "YC31173",
      "name": "Laurence",
      "kind": "自动化管理广告花费自述",
      "value": 10000000,
      "unit": "原文$，币种待核",
      "timing": "2026-02-05发布，live花费期间未给",
      "scope": "品牌广告预算/投放，非Laurence收入",
      "selection": "excluded",
      "reason": "广告花费不等管理费，未取得费率/归属和期间，不当MRR/ARR",
      "evidence": "UNCLEAR4-31173-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR4-O-BOOKO-CLIENT-LIFT",
      "company": "YC31242",
      "name": "Booko",
      "kind": "客户收入增幅自述",
      "value": 20,
      "unit": "%",
      "timing": "2026-02-04发布，实验期未给",
      "scope": "早期客户收入，非Booko",
      "selection": "excluded",
      "reason": "客户增益和定价示例不能作平台已收费用，分成/合同未核",
      "evidence": "UNCLEAR4-31242-LAUNCH1",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR4-O-REGBASE-CLIENT-GRANTS",
      "company": "YC31279",
      "name": "Regbase",
      "kind": "为客户发现的资助机会",
      "value": 400000000,
      "unit": "原文$，币种待核",
      "timing": "2026-04-16发布",
      "scope": "学校安全资助线索总额，非Regbase收入",
      "selection": "excluded",
      "reason": "发现机会不等授予款、客户成交或平台收费",
      "evidence": "UNCLEAR4-31279-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR4-O-EKPA-CONNECTED-ASSETS",
      "company": "YC31234",
      "name": "Ekpa",
      "kind": "连接账户资产自述",
      "value": 7000000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，同步/资产截至日未知",
      "scope": "客户券商资产，仅只读连接",
      "selection": "excluded",
      "reason": "非公司收入或公司托管资产，不反推订阅",
      "evidence": "UNCLEAR4-31234-HOME",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR4-O-EKPA-ANALYSES",
      "company": "YC31234",
      "name": "Ekpa",
      "kind": "官网分析次数",
      "value": 6500,
      "unit": "分析",
      "timing": "2026-10-31读取，统计期未知",
      "scope": "产品使用量自述",
      "selection": "adoption",
      "reason": "使用次数非独立用户/付费/收入",
      "evidence": "UNCLEAR4-31234-HOME",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR4-O-EMDASH-DOWNLOADS",
      "company": "YC31199",
      "name": "Emdash",
      "kind": "官网累计下载宣传",
      "value": 1000000,
      "unit": "下载",
      "timing": "2026-10-31读取，缓存及统计期未核",
      "scope": "下载数非去重付费",
      "selection": "adoption",
      "reason": "免费开源下载不等活跃用户、团队或收入",
      "evidence": "UNCLEAR4-31199-HOME",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR4-O-MOCHA-FUNDING",
      "company": "YC31269",
      "name": "MochaCare",
      "kind": "官网累计融资披露",
      "value": 2400000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，融资时点及到账未核",
      "scope": "融资而非经营收入",
      "selection": "excluded",
      "reason": "融资不得转为公司收入/ARR，不确认投资交割",
      "evidence": "UNCLEAR4-31269-HOME",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR5-O-TRELLIS-YC-ARR",
      "company": "YC31372",
      "name": "Trellis",
      "kind": "YC当前无截止日ARR自述",
      "value": 500000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，财务截至日未给",
      "scope": "公司业务，法律主体与合同口径未核",
      "selection": "historical",
      "reason": "无共同截止日/币种/合同定义，不与官网600K+相加或进入平台样本",
      "evidence": "UNCLEAR5-31372-YC",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "UNCLEAR5-O-TRELLIS-ARR-AUG",
      "company": "YC31372",
      "name": "Trellis",
      "kind": "公司事实页ARR自述",
      "value": 600000,
      "unit": "原文$，币种待核",
      "timing": "网页标更新2026-08-24；精确财务截至日未注明",
      "scope": "公司自述物业软件业务，实施费是否剔除未核",
      "selection": "historical",
      "reason": "更新日仅属页面元数据，不能代财务截至日；保留原金额/下界与未知币种，实施费剔除、独立账单及经常性定义仍需核。",
      "evidence": "UNCLEAR5-31372-FACTS",
      "bound": "≥",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "UNCLEAR5-O-TRELLIS-YC-CUSTOMERS",
      "company": "YC31372",
      "name": "Trellis",
      "kind": "客户/房源采用自述",
      "value": 35,
      "unit": "客户",
      "timing": "YC当前，无业务截至日",
      "scope": "物业运营采用，不是独立付费订阅",
      "selection": "adoption",
      "reason": "按来源时点分别保存，不相加或反推ARPA/收入",
      "evidence": "UNCLEAR5-31372-YC",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR5-O-TRELLIS-YC-LISTINGS",
      "company": "YC31372",
      "name": "Trellis",
      "kind": "客户/房源采用自述",
      "value": 3000,
      "unit": "房源",
      "timing": "YC当前，无业务截至日",
      "scope": "物业运营采用，不是独立付费订阅",
      "selection": "adoption",
      "reason": "按来源时点分别保存，不相加或反推ARPA/收入",
      "evidence": "UNCLEAR5-31372-YC",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR5-O-TRELLIS-AUG-CUSTOMERS",
      "company": "YC31372",
      "name": "Trellis",
      "kind": "客户/房源采用自述",
      "value": 45,
      "unit": "公司",
      "timing": "网页标更新2026-08-24；采用规模截至日未注明",
      "scope": "物业运营采用，不是独立付费订阅",
      "selection": "adoption",
      "reason": "保留各来源原值，不将页面更新日当业务统计日；客户/房源不相加或反推付费分母/ARPA/收入。",
      "evidence": "UNCLEAR5-31372-FACTS",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR5-O-TRELLIS-AUG-LISTINGS",
      "company": "YC31372",
      "name": "Trellis",
      "kind": "客户/房源采用自述",
      "value": 4000,
      "unit": "房源",
      "timing": "网页标更新2026-08-24；采用规模截至日未注明",
      "scope": "物业运营采用，不是独立付费订阅",
      "selection": "adoption",
      "reason": "保留各来源原值，不将页面更新日当业务统计日；客户/房源不相加或反推付费分母/ARPA/收入。",
      "evidence": "UNCLEAR5-31372-FACTS",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR5-O-TRELLIS-OLD-MGMT",
      "company": "YC31372",
      "name": "Trellis",
      "kind": "创始人旧物业管理收入",
      "value": 2000000,
      "unit": "原文$，币种待核",
      "timing": "2026-04-22发布，旧业务收入期未给",
      "scope": "旧物业管理公司，非Trellis软件",
      "selection": "excluded",
      "reason": "旧公司经营收入不迁为本公司ARR",
      "evidence": "UNCLEAR5-31372-LAUNCH1",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR5-O-INSTA-LAUNCH-ARR",
      "company": "YC31409",
      "name": "InstaAgent",
      "kind": "旧发布ARR标签自述",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "2026-05-11称十个月达到，具体财务截止日未给",
      "scope": "公司创意/营销代理业务，订阅定义未核",
      "selection": "historical",
      "reason": "原文称ARR但同时说明agency转型，不能据标签当纯SaaS经常性收入",
      "evidence": "UNCLEAR5-31409-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "UNCLEAR5-O-INSTA-RUNRATE",
      "company": "YC31409",
      "name": "InstaAgent",
      "kind": "当前YC年化run rate自述",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，称十个月，年化基础未给",
      "scope": "公司营销代理服务",
      "selection": "historical",
      "reason": "年化服务收入与旧ARR标签分开，非当前经审计ARR或平台指标",
      "evidence": "UNCLEAR5-31409-YC",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "annualized-revenue"
    },
    {
      "id": "UNCLEAR5-O-INSTA-SERVED",
      "company": "YC31409",
      "name": "InstaAgent",
      "kind": "官网累计已服务客户自述",
      "value": 500,
      "unit": "客户",
      "timing": "2026-10-31读取，统计期未给",
      "scope": "累计服务，未说明当前付费",
      "selection": "adoption",
      "reason": "不能将累计服务客户当当前订阅，媒体/代理交付和留存待核",
      "evidence": "UNCLEAR5-31409-HOME",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR5-O-KINRO-OLD-REVENUE",
      "company": "YC31382",
      "name": "Kinro",
      "kind": "转型前工作流年度收入自述",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "2026-06-16发布，年度/确认期未给",
      "scope": "转型前保险工作流业务，法律延续待核",
      "selection": "historical",
      "reason": "年收入不是ARR，不转为现行保险经纪佣金；预收/合同履约需查",
      "evidence": "UNCLEAR5-31382-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR5-O-KINRO-OLD-CONTRACT",
      "company": "YC31382",
      "name": "Kinro",
      "kind": "转型前企业签约金额",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "2026-06-16发布，合同期未给",
      "scope": "旧工作流客户合同，原文称约三分之一已汇款",
      "selection": "excluded",
      "reason": "签单/回款不等确认收入，未推算精确收款或当前ARR",
      "evidence": "UNCLEAR5-31382-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR5-O-TRANSLOAD-CLIENT",
      "company": "YC31403",
      "name": "transload",
      "kind": "客户每站每月再计费/利用率价值",
      "value": 50000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31当前YC自述，客户账期未给",
      "scope": "客户收益，非transload收入",
      "selection": "excluded",
      "reason": "再计费与车厢利用率收益不能作为软件月收入",
      "evidence": "UNCLEAR5-31403-YC",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR5-O-PARROT-CONTRACT",
      "company": "YC31439",
      "name": "Parrot",
      "kind": "每门店年合同自述",
      "value": 30000,
      "unit": "原文$，币种待核",
      "timing": "2026-06-01发布，合同服务起止及回款未知",
      "scope": "已签报价/合同，非确认收入",
      "selection": "excluded",
      "reason": "不因两店乘法生成60K ARR，履约、取消、折扣和收款待核",
      "evidence": "UNCLEAR5-31439-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR5-O-PARROT-SHOPS",
      "company": "YC31439",
      "name": "Parrot",
      "kind": "历史已签门店数自述",
      "value": 2,
      "unit": "门店",
      "timing": "2026-06-01发布",
      "scope": "签约采用，不代表当前付费/留存",
      "selection": "adoption",
      "reason": "签约数及合同金额不是已实现经常性收入",
      "evidence": "UNCLEAR5-31439-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR5-O-PARROT-CLIENT",
      "company": "YC31439",
      "name": "Parrot",
      "kind": "官网门店新增月收入宣传",
      "value": 15000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，客户实验/账期未给",
      "scope": "客户门店收入，非Parrot收入",
      "selection": "excluded",
      "reason": "客户增收不作供应商MRR/ARR",
      "evidence": "UNCLEAR5-31439-HOME",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR5-O-BENTO-OLD-EMPLOYER",
      "company": "YC31423",
      "name": "BentoLabs AI",
      "kind": "创始人前雇主ARR履历",
      "value": 100000000,
      "unit": "原文$，币种待核",
      "timing": "2026-06-01发布，Emergent旧业绩时点未给",
      "scope": "Emergent前雇主，非Bento",
      "selection": "excluded",
      "reason": "前雇主ARR和用户规模不迁入Bento",
      "evidence": "UNCLEAR5-31423-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR5-O-REPLICAS-ADOPTION",
      "company": "YC31345",
      "name": "Replicas",
      "kind": "YC团队使用自述",
      "value": 20,
      "unit": "团队",
      "timing": "2026-04-01发布",
      "scope": "YC创业团队采用，付费未给",
      "selection": "adoption",
      "reason": "使用不等付费/活跃或收入",
      "evidence": "UNCLEAR5-31345-LAUNCH1",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR6-O-PLAN0-PROJECTS-YC",
      "company": "YC31460",
      "name": "PLAN0 AI",
      "kind": "平台涉及工程项目总价值",
      "value": 30000000000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，无业务截止日",
      "scope": "工程项目金额，非公司收取的费用",
      "selection": "excluded",
      "reason": "不能将平台工程金额作公司营收/ARR，也不与旧快照相加",
      "evidence": "UNCLEAR6-31460-YC",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR6-O-PLAN0-PROJECTS-LAUNCH",
      "company": "YC31460",
      "name": "PLAN0 AI",
      "kind": "历史平台工程项目总价值",
      "value": 20000000000,
      "unit": "原文$，币种待核",
      "timing": "2026-05-13发布，业务截至日未给",
      "scope": "平台项目总价值，非确认收入",
      "selection": "excluded",
      "reason": "保留旧时点200亿与当前300亿，不把项目总额增长当收入增长",
      "evidence": "UNCLEAR6-31460-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR6-O-ARDENT-CHURN",
      "company": "YC31475",
      "name": "Ardent",
      "kind": "旧AI数据工程产品流失的ARR数额",
      "value": 200000,
      "unit": "原文200K，无币种",
      "timing": "2026-05-05发布，流失期间未给",
      "scope": "旧产品流失金额，非现产品经常性收入",
      "selection": "excluded",
      "reason": "正数仅记录流失金额大小，不作正ARR/当前零收入，不能用于领域均值",
      "evidence": "UNCLEAR6-31475-LAUNCH1",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR6-O-SILMARIL-DAMAGE-YC",
      "company": "YC31478",
      "name": "Silmaril",
      "kind": "自述客户避免损失",
      "value": 28000000,
      "unit": "原文$，币种待核",
      "timing": "YC当前，估算期未给",
      "scope": "估计防损，非客户付款",
      "selection": "excluded",
      "reason": "防损估计和销售收入不同，不进入ARR或与官网案例相加",
      "evidence": "UNCLEAR6-31478-YC",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR6-O-SILMARIL-DAMAGE-CASE1",
      "company": "YC31478",
      "name": "Silmaril",
      "kind": "官网客户案例估计避免损失",
      "value": 68000000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，案例截至日未给",
      "scope": "客户风险估计，可能与其他来源重叠",
      "selection": "excluded",
      "reason": "未独立核算的潜在损失，不是确认营收或独立验证，不加总",
      "evidence": "UNCLEAR6-31478-HOME",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR6-O-SILMARIL-DAMAGE-CASE2",
      "company": "YC31478",
      "name": "Silmaril",
      "kind": "官网客户案例估计避免损失",
      "value": 20000000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，案例截至日未给",
      "scope": "客户风险估计，可能与其他来源重叠",
      "selection": "excluded",
      "reason": "未独立核算的潜在损失，不是确认营收或独立验证，不加总",
      "evidence": "UNCLEAR6-31478-HOME",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR6-O-SILMARIL-OLD-EMPLOYER",
      "company": "YC31478",
      "name": "Silmaril",
      "kind": "创始人前雇主节省及新收入履历",
      "value": 2200000000,
      "unit": "原文$，币种待核",
      "timing": "2026-04-13发布，旧工作期间未给",
      "scope": "前雇主成果，非Silmaril自身收入",
      "selection": "excluded",
      "reason": "节省/增收混合且属于旧事业，不迁入公司ARR",
      "evidence": "UNCLEAR6-31478-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR6-O-AVEA-MRR",
      "company": "YC31530",
      "name": "Avea Robotics",
      "kind": "历史MRR公司自述",
      "value": 18000,
      "unit": "原文18k，无币种",
      "timing": "2026-06-01发布称now，财务精确截止日未给",
      "scope": "机器人运行软件/遥操作支持，收入构成与主体未核",
      "selection": "historical",
      "reason": "公司发布自述、非支付平台指标；软件/用量/人工及收购后存续未知，不进入同口径平台分布",
      "evidence": "UNCLEAR6-31530-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "mrr",
      "observedAt": "2026-06-01"
    },
    {
      "id": "UNCLEAR6-O-AVEA-ROBOTS",
      "company": "YC31530",
      "name": "Avea Robotics",
      "kind": "历史帮助部署机器人数量",
      "value": 30,
      "unit": "机器人",
      "timing": "2026-06-01发布",
      "scope": "累计帮助部署，不代表当前付费/活跃机器",
      "selection": "adoption",
      "reason": "不能用机器数量或现行价表反推18k构成、收入或毛利",
      "evidence": "UNCLEAR6-31530-LAUNCH1",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR6-O-EXPANSE-WASTE",
      "company": "YC31516",
      "name": "Expanse",
      "kind": "客户每月计算浪费估计",
      "value": 8000000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，研究期间未给",
      "scope": "客户集群资源浪费，不是Expanse收费",
      "selection": "excluded",
      "reason": "潜在节省及内部测量不当公司月收入，不能套12倍当ARR",
      "evidence": "UNCLEAR6-31516-HOME",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR6-O-OPENWORK-STARS",
      "company": "YC31505",
      "name": "OpenWork",
      "kind": "历史公开采用自述",
      "value": 14000,
      "unit": "GitHub stars",
      "timing": "2026-04-23发布",
      "scope": "累计stars/下载，非付费用户",
      "selection": "adoption",
      "reason": "历史采用不等活跃、付费或收入，也不以现行席位标价反推ARR",
      "evidence": "UNCLEAR6-31505-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR6-O-OPENWORK-DOWNLOADS",
      "company": "YC31505",
      "name": "OpenWork",
      "kind": "历史公开采用自述",
      "value": 150000,
      "unit": "下载",
      "timing": "2026-04-23发布",
      "scope": "累计stars/下载，非付费用户",
      "selection": "adoption",
      "reason": "历史采用不等活跃、付费或收入，也不以现行席位标价反推ARR",
      "evidence": "UNCLEAR6-31505-LAUNCH1",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR6-O-HERA-COUNTRIES",
      "company": "YC32123",
      "name": "HERA",
      "kind": "官网用户覆盖国家数",
      "value": 18,
      "unit": "国家",
      "timing": "2026-10-31读取，统计期未给",
      "scope": "覆盖地域，不是客户数",
      "selection": "adoption",
      "reason": "不能从覆盖国家反推付费企业数量或收入",
      "evidence": "UNCLEAR6-32123-HOME",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-NORI-SALES",
      "company": "YC32553",
      "name": "Nori Robotics",
      "kind": "六周硬件sales自述",
      "value": 440000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，称发布六周但业务截止日未给",
      "scope": "机器人硬件sales，预售/已付/出货/退款及确认口径未给",
      "selection": "historical",
      "reason": "不是MRR或ARR；全价非订金也不证明履约，不能按1688反推已交付台数",
      "evidence": "UNCLEAR7-32553-YC",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-NORI-DEPLOY",
      "company": "YC32553",
      "name": "Nori Robotics",
      "kind": "首台机器人部署自述",
      "value": 1,
      "unit": "台",
      "timing": "当前YC无明确业务截止日",
      "scope": "早期部署，不代表全部订单完成",
      "selection": "adoption",
      "reason": "首台与sales分别保存，不按销量/预售反推付费/收入确认",
      "evidence": "UNCLEAR7-32553-YC",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-GUT-PHARMACY",
      "company": "YC32170",
      "name": "Gutgutgoose",
      "kind": "创始人另建药房年度收入",
      "value": 4000000,
      "unit": "原文$，币种待核",
      "timing": "2026-07-30发布，年度及主体期未给",
      "scope": "另有药房用于资助研究，非Gutgutgoose配方业务",
      "selection": "excluded",
      "reason": "相关药房收入不迁入本AI产品ARR，也不当利润或研发预算",
      "evidence": "UNCLEAR7-32170-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-GUT-INITIAL",
      "company": "YC32170",
      "name": "Gutgutgoose",
      "kind": "首晚sign ups自述",
      "value": 7,
      "unit": "注册/预订",
      "timing": "2026-07-30发布，称首晚开订金",
      "scope": "含家庭推荐，已付款金额/履约未知",
      "selection": "adoption",
      "reason": "订金/注册不能当持续订阅或收入，样本极小不可外推转化",
      "evidence": "UNCLEAR7-32170-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-MANIFOLD-PICKS",
      "company": "YC32260",
      "name": "Manifold",
      "kind": "部署以执行的拣选数量自述",
      "value": 5000000,
      "unit": "picks",
      "timing": "2026-08-24发布，实际执行期未给",
      "scope": "部署目标/工作量，非已完成已付次数",
      "selection": "excluded",
      "reason": "原文deploying to perform不代表已实现吞吐；不能乘未知单价生成收入",
      "evidence": "UNCLEAR7-32260-LAUNCH1",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-ATC-PARTNERS",
      "company": "YC32518",
      "name": "Agency Tool Company",
      "kind": "发布合作伙伴数量",
      "value": 3,
      "unit": "launch partners",
      "timing": "当前YC无业务截止日",
      "scope": "采用/试点，付费合同未知",
      "selection": "adoption",
      "reason": "伙伴数不等付费客户或已用CI人数，Build coming soon另列",
      "evidence": "UNCLEAR7-32518-YC",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-ATC-CLIENT-FLEET",
      "company": "YC32518",
      "name": "Agency Tool Company",
      "kind": "客户Burro已部署机队",
      "value": 750,
      "unit": "机器人",
      "timing": "2026-07-28发布，客户累计规模",
      "scope": "客户机队而非ATC直接付费设备数",
      "selection": "excluded",
      "reason": "不能把客户全部机器规模当工具收费设备/收入",
      "evidence": "UNCLEAR7-32518-LAUNCH1",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-GRAPHIFY-LAUNCH-STARS",
      "company": "YC32583",
      "name": "Graphify Labs",
      "kind": "公开采用规模自述",
      "value": 108000,
      "unit": "GitHub stars",
      "timing": "2026-08-19发布",
      "scope": "开源/注册累计量，不是独立付费客户",
      "selection": "adoption",
      "reason": "不同来源时点/统计方式不相加；不能乘席位价反推ARR，当前计数可动态变化",
      "evidence": "UNCLEAR7-32583-LAUNCH1",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-GRAPHIFY-LAUNCH-DOWNLOADS",
      "company": "YC32583",
      "name": "Graphify Labs",
      "kind": "公开采用规模自述",
      "value": 5000000,
      "unit": "下载",
      "timing": "2026-08-19发布",
      "scope": "开源/注册累计量，不是独立付费客户",
      "selection": "adoption",
      "reason": "不同来源时点/统计方式不相加；不能乘席位价反推ARR，当前计数可动态变化",
      "evidence": "UNCLEAR7-32583-LAUNCH1",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-GRAPHIFY-LAUNCH-SIGNUPS",
      "company": "YC32583",
      "name": "Graphify Labs",
      "kind": "公开采用规模自述",
      "value": 6000,
      "unit": "注册",
      "timing": "2026-08-19称首数周",
      "scope": "开源/注册累计量，不是独立付费客户",
      "selection": "adoption",
      "reason": "不同来源时点/统计方式不相加；不能乘席位价反推ARR，当前计数可动态变化",
      "evidence": "UNCLEAR7-32583-LAUNCH1",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-GRAPHIFY-YC-STARS",
      "company": "YC32583",
      "name": "Graphify Labs",
      "kind": "公开采用规模自述",
      "value": 116000,
      "unit": "GitHub stars",
      "timing": "当前YC无截至日",
      "scope": "开源/注册累计量，不是独立付费客户",
      "selection": "adoption",
      "reason": "不同来源时点/统计方式不相加；不能乘席位价反推ARR，当前计数可动态变化",
      "evidence": "UNCLEAR7-32583-YC",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-GRAPHIFY-YC-DOWNLOADS",
      "company": "YC32583",
      "name": "Graphify Labs",
      "kind": "公开采用规模自述",
      "value": 6500000,
      "unit": "下载",
      "timing": "当前YC无截至日",
      "scope": "开源/注册累计量，不是独立付费客户",
      "selection": "adoption",
      "reason": "不同来源时点/统计方式不相加；不能乘席位价反推ARR，当前计数可动态变化",
      "evidence": "UNCLEAR7-32583-YC",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-GRAPHIFY-HOME-STARS",
      "company": "YC32583",
      "name": "Graphify Labs",
      "kind": "公开采用规模自述",
      "value": 139174,
      "unit": "GitHub stars",
      "timing": "2026-10-31官网读取",
      "scope": "开源/注册累计量，不是独立付费客户",
      "selection": "adoption",
      "reason": "不同来源时点/统计方式不相加；不能乘席位价反推ARR，当前计数可动态变化",
      "evidence": "UNCLEAR7-32583-HOME",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-GRAPHIFY-HOME-DOWNLOADS",
      "company": "YC32583",
      "name": "Graphify Labs",
      "kind": "公开采用规模自述",
      "value": 9600000,
      "unit": "PyPI下载",
      "timing": "2026-10-31官网读取",
      "scope": "开源/注册累计量，不是独立付费客户",
      "selection": "adoption",
      "reason": "不同来源时点/统计方式不相加；不能乘席位价反推ARR，当前计数可动态变化",
      "evidence": "UNCLEAR7-32583-HOME",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-OPERON-CLIENT-SAVE",
      "company": "YC33013",
      "name": "Operon",
      "kind": "官网平均客户年度节省",
      "value": 2800000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-31读取，测量样本/期间未给",
      "scope": "客户收益，非Operon收费",
      "selection": "excluded",
      "reason": "单笔交付预付与客户节省不等自身经常性收入，未取得独立ROI测量",
      "evidence": "UNCLEAR7-33013-HOME",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-ANYALPHA-OLD-APPS",
      "company": "YC34897",
      "name": "AnyAlpha",
      "kind": "创始人此前多个app合计ARR",
      "value": 500000,
      "unit": "原文$，币种待核",
      "timing": "2026-10-26发布，旧app期间未给",
      "scope": "此前多个app业务，不是AnyAlpha平台已确认收入",
      "selection": "excluded",
      "reason": "原文ARR标签只保留旧业务归属，不迁入当前公司/产品或进行领域均值",
      "evidence": "UNCLEAR7-34897-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "UNCLEAR7-O-LETTER-TEAMS",
      "company": "YC34899",
      "name": "The Letter Company",
      "kind": "官网团队采用自述",
      "value": 100,
      "unit": "团队",
      "timing": "2026-10-31读取，业务截至日未给",
      "scope": "使用增长产品，付费/留存未给",
      "selection": "adoption",
      "reason": "100+teams不代表100付费合同，页面支付验证演示不是此数字的审计",
      "evidence": "UNCLEAR7-34899-HOME",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR7-O-LETTER-DEMO",
      "company": "YC34899",
      "name": "The Letter Company",
      "kind": "虚构示例验证公司数",
      "value": 214,
      "unit": "示例公司",
      "timing": "2026-10-31读取",
      "scope": "Acme fictional/illustrative演示，非真实客户/付款记录",
      "selection": "excluded",
      "reason": "不能把带Stripe/签名的演示数字当真实财务证据或平台规模",
      "evidence": "UNCLEAR7-34899-HOME",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR8-O-OASIVE-DESKS",
      "company": "YC35396",
      "name": "Oasive",
      "kind": "机构交易台采用自述",
      "value": 15,
      "unit": "desks",
      "timing": "2026-09-23发布，无具体采用截至日",
      "scope": "机构团队使用，不是独立付费企业数",
      "selection": "adoption",
      "reason": "desk不等公司/当前付费席位，不与客户AUM相乘或推ARR",
      "evidence": "UNCLEAR8-35396-LAUNCH1",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR8-O-OASIVE-OLD-WELLS",
      "company": "YC35396",
      "name": "Oasive",
      "kind": "创始人前雇主资产组合规模",
      "value": 350000000000,
      "unit": "原文$，币种待核",
      "timing": "2026-09-23发布，旧履历期间未给",
      "scope": "前雇主组合资产，不是Oasive收入或自有AUM",
      "selection": "excluded",
      "reason": "资产规模不作公司收入/ARR，旧雇主和当前产品分开",
      "evidence": "UNCLEAR8-35396-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR8-O-OASIVE-OLD-GOOGLE",
      "company": "YC35396",
      "name": "Oasive",
      "kind": "创始人前雇主资产组合规模",
      "value": 17000000000,
      "unit": "原文$，币种待核",
      "timing": "2026-09-23发布，旧履历期间未给",
      "scope": "前雇主组合资产，不是Oasive收入或自有AUM",
      "selection": "excluded",
      "reason": "资产规模不作公司收入/ARR，旧雇主和当前产品分开",
      "evidence": "UNCLEAR8-35396-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR8-O-OBSESSION-DATA",
      "company": "YC36774",
      "name": "ObsessionDB",
      "kind": "客户实时API数据规模自述",
      "value": 50,
      "unit": "TB",
      "timing": "2026-10-20发布，客户业务截至日未给",
      "scope": "客户数据处理规模，不是付费/收入",
      "selection": "adoption",
      "reason": "数据容量不能推公司营业额，旧公司petabyte经历也不迁当前规模",
      "evidence": "UNCLEAR8-36774-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR8-O-OBSESSION-CALCULATOR",
      "company": "YC36774",
      "name": "ObsessionDB",
      "kind": "托管月费计算器示例",
      "value": 4090,
      "unit": "USD",
      "timing": "2026-10-31读取，默认资源配置",
      "scope": "报价估算，不是实际客户账单或MRR",
      "selection": "excluded",
      "reason": "资源/地区决定价格，不能将默认计算器当平台月收入",
      "evidence": "UNCLEAR8-36774-PRICE",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR8-O-VYRA-CREATORS",
      "company": "YC36411",
      "name": "Vyra",
      "kind": "官网creators采用自述",
      "value": 95591,
      "unit": "creators",
      "timing": "2026-10-31读取，统计期未给",
      "scope": "采用/注册口径不明，非付费订阅",
      "selection": "adoption",
      "reason": "不能乘套餐标价推收入或把作品播放量当公司营收",
      "evidence": "UNCLEAR8-36411-HOME",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR8-O-EVERYAPP-SEO-STARS",
      "company": "AI074",
      "name": "EveryApp（含OpenSEO）",
      "kind": "OpenSEO历史stars自述",
      "value": 24000,
      "unit": "GitHub stars",
      "timing": "2026-10-26发布",
      "scope": "同公司产品采用，不是公司数量/付费",
      "selection": "adoption",
      "reason": "与官网25k显示不同快照，不跨时点相加或当收入",
      "evidence": "UNCLEAR8-36088-LAUNCH1",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR8-O-EVERYAPP-SEO-USERS",
      "company": "AI074",
      "name": "EveryApp（含OpenSEO）",
      "kind": "OpenSEO创业者采用自述",
      "value": 3000,
      "unit": "entrepreneurs",
      "timing": "2026-10-31读取，统计期未给",
      "scope": "采用，未说明当前付费/活跃",
      "selection": "adoption",
      "reason": "产品采用不等独立客户/合同，订阅和数据用量收入需实际账单",
      "evidence": "UNCLEAR8-36088-SEO-HOME",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "UNCLEAR8-O-EVERYAPP-UPSTREAM",
      "company": "AI074",
      "name": "EveryApp（含OpenSEO）",
      "kind": "Cloudflare上游方案价格",
      "value": 5,
      "unit": "原文$，币种待核",
      "timing": "2026-10-26发布",
      "scope": "Cloudflare Workers Paid上游费用，不是EveryApp收费",
      "selection": "excluded",
      "reason": "上游价格和未来托管10/月计划不作EveryApp已实现收入",
      "evidence": "UNCLEAR8-36088-LAUNCH1",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F2-O-COLMEZ-CONTRACT",
      "company": "AI116",
      "name": "Colmez",
      "kind": "已签约ARR，非已实现收入",
      "value": 800000,
      "unit": "原文$，币种待核",
      "timing": "9月14私测后，具体业务截至日/年份未明确",
      "evidence": "SR007F2-COLMEZ-SR",
      "scope": "签约口径，履约回款未核",
      "selection": "excluded",
      "reason": "contracted ARR不是live ARR或已实现经常性，合同净额、取消和实际交付待核",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "SR007F2-O-COOP-PIPELINE",
      "company": "AI118",
      "name": "Coop",
      "kind": "销售管线",
      "value": 225000,
      "unit": "原文$，币种待核",
      "timing": "不到一月，自述相对时长，具体截至日未知",
      "evidence": "SR007F2-COOP-SR",
      "scope": "未来潜在评测业务",
      "selection": "excluded",
      "reason": "pipeline非已签约、已交付或已收收入，费用/概率/期间未核",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "SR007F2-O-CONTXT-WAITLIST",
      "company": "AI117",
      "name": "Contxt",
      "kind": "付费试点候补企业",
      "value": 100,
      "unit": "企业",
      "timing": "发布24小时内，自述相对时长，具体截至日未知",
      "evidence": "SR007F2-CONTXT-SR",
      "scope": "试点意向，不是已付费企业",
      "selection": "adoption",
      "reason": "paid pilot waitlist不证明付款或交付，潜在客户员工不当公司团队/活跃席位",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "SR007F2-O-CUBE-USERS",
      "company": "AI120",
      "name": "Cube Computer",
      "kind": "用户采用自述",
      "value": 400,
      "unit": "用户",
      "timing": "上线五周后，具体业务截至日未知",
      "evidence": "SR007F2-CUBE-SR",
      "scope": "产品用户，付费分母未核",
      "selection": "adoption",
      "reason": "用户/周活增长与开始变现说法不等已实现收入，不继承Kosmik旧规模或融资",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "SR007F3-O-DELIGHTFUL-PROJECTED",
      "company": "AI121",
      "name": "Delightful AI",
      "kind": "预计ARR",
      "value": 1000000,
      "unit": "原文$，币种待核",
      "timing": "一个月预计，具体业务截至日及归属待核",
      "evidence": "SR007F3-DELIGHTFUL-SR",
      "scope": "业务自述，非可比公司收入",
      "selection": "excluded",
      "reason": "projected是预测，非已实现ARR，创始人简介归属需核",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "SR007F3-O-FICTIONAL-USERS",
      "company": "AI123",
      "name": "Fictional",
      "kind": "用户采用自述",
      "value": 1300000,
      "unit": "用户",
      "timing": "投资方读取时自述，具体业务截至日未知",
      "evidence": "SR007F3-FICTIONAL-SR",
      "scope": "业务自述，非可比公司收入",
      "selection": "adoption",
      "reason": "用户非付费人数，不继承Pony旧生成规模",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "SR007F3-O-FLIP-ASSETS",
      "company": "AI124",
      "name": "Flip",
      "kind": "用户连接账户资产",
      "value": 57000000,
      "unit": "原文$，币种待核",
      "timing": "上线2.5周后自述，具体截至日未知",
      "evidence": "SR007F3-FLIP-SR",
      "scope": "业务自述，非可比公司收入",
      "selection": "excluded",
      "reason": "客户账户金额非公司收入、并非管理资产或托管证明",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "SR007F3-O-FLIP-USERS",
      "company": "AI124",
      "name": "Flip",
      "kind": "用户采用自述",
      "value": 2200,
      "unit": "用户",
      "timing": "上线2.5周后自述，具体截至日未知",
      "evidence": "SR007F3-FLIP-SR",
      "scope": "业务自述，非可比公司收入",
      "selection": "adoption",
      "reason": "产品用户不等付费用户，未见付费分母",
      "bound": ">",
      "comparisonGroup": null
    },
    {
      "id": "SR007F3-O-FLIP-WAITLIST",
      "company": "AI124",
      "name": "Flip",
      "kind": "候补人数",
      "value": 74000,
      "unit": "人",
      "timing": "自述候补规模，具体截至日未知",
      "evidence": "SR007F3-FLIP-SR",
      "scope": "业务自述，非可比公司收入",
      "selection": "adoption",
      "reason": "候补非活跃/付费用户，不能乘价表估ARR",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "SR007F3-O-GALILEO-CONTRACT",
      "company": "AI125",
      "name": "Galileo Space",
      "kind": "开发中合同",
      "value": 1250000,
      "unit": "原文$，币种待核",
      "timing": "档案自述2026年9月，非精确财务截至日",
      "evidence": "SR007F3-GALILEO-SR",
      "scope": "业务自述，非可比公司收入",
      "selection": "excluded",
      "reason": "首合同开发/评估中，非已授予履约、回款或经常性收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F4-O-HOID-CONTRACT",
      "company": "AI127",
      "name": "Hoid",
      "kind": "签约run rate",
      "value": 196000,
      "unit": "原文$，币种待核",
      "timing": "上线一个月自述，具体截至日未知",
      "evidence": "SR007F4-HOID-SR",
      "scope": "已签约口径，履约及经常性未核",
      "selection": "excluded",
      "reason": "contracted run rate不等已实现ARR，live客户不能替代合同履行及净费底表",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F4-O-MAESTRO-CUMULATIVE",
      "company": "AI130",
      "name": "Maestro",
      "kind": "九个月累计收入自述",
      "value": 3000000,
      "unit": "原文$，币种待核",
      "timing": "启动九个月累计，精确期间和截至日未知",
      "evidence": "SR007F4-MAESTRO-SR",
      "scope": "旅行/会员业务，交易总额或净收入待核",
      "selection": "historical",
      "reason": "累计revenue不是MRR/ARR，不与另一投资方的ARR里程碑互换",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F4-O-MAESTRO-ARR",
      "company": "AI130",
      "name": "Maestro",
      "kind": "投资方ARR标签自述",
      "value": 3100000,
      "unit": "原文$，币种待核",
      "timing": "自July增长后的里程碑，年份和精确财务截至日未给",
      "evidence": "SR007F4-MAESTRO-AFORE",
      "scope": "公司会员/旅行混合服务，经常性净费定义未核",
      "selection": "historical",
      "reason": "保留原ARR标签，不证明纯软件经常性；币种/日期、会员费/佣金/旅行采购和人工成本缺，不进入同期均值",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "SR007F4-O-MAESTRO-OLD-ARR",
      "company": "AI130",
      "name": "Maestro",
      "kind": "投资方ARR标签自述",
      "value": 875000,
      "unit": "原文$，币种待核",
      "timing": "July起点，年份及精确日历日未给",
      "evidence": "SR007F4-MAESTRO-AFORE",
      "scope": "公司会员/旅行混合服务，经常性净费定义未核",
      "selection": "historical",
      "reason": "保留原ARR标签，不证明纯软件经常性；币种/日期、会员费/佣金/旅行采购和人工成本缺，不进入同期均值",
      "bound": "≈",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "SR007F5-O-OPENWHISPR-ARR",
      "company": "AI135",
      "name": "OpenWhispr",
      "kind": "投资方ARR标签自述",
      "value": 120000,
      "unit": "原文$，币种待核",
      "timing": "投资方读取时自述，精确财务截至日未注明",
      "evidence": "SR007F5-OPENWHISPR-SR",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "保留ARR标签和下界，但缺财务日/币种及免费、本地/BYOK、云与企业净费定义；不参与同期均值",
      "bound": "≥",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "SR007F5-O-OPENWHISPR-DAU",
      "company": "AI135",
      "name": "OpenWhispr",
      "kind": "日活跃用户自述",
      "value": 10000,
      "unit": "用户/日",
      "timing": "投资方读取时自述，具体统计期间未知",
      "evidence": "SR007F5-OPENWHISPR-SR",
      "scope": "产品采用，不是付费人数",
      "selection": "adoption",
      "reason": "按标题10000+记录；正文10,00+有排版缺项，日活非付费人数，员工用户不等企业采购",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "SR007F6-O-OTHELLO-LIVE",
      "company": "AI138",
      "name": "Othello",
      "kind": "live ARR自述",
      "value": 600000,
      "unit": "原文$，币种待核",
      "timing": "May以来的里程碑，年份/精确财务截至日未知",
      "evidence": "SR007F6-OTHELLO-SR",
      "scope": "公司整体",
      "selection": "signal",
      "reason": "live ARR标签保留但币种/日期和净经常性定义缺，不进入同期均值",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "arr"
    },
    {
      "id": "SR007F6-O-OTHELLO-CONTRACT",
      "company": "AI138",
      "name": "Othello",
      "kind": "签约ARR",
      "value": 1200000,
      "unit": "原文$，币种待核",
      "timing": "与live同页，具体业务截至日未知",
      "evidence": "SR007F6-OTHELLO-SR",
      "scope": "签约口径",
      "selection": "excluded",
      "reason": "cARR与live不同，不相加或当实收",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F6-O-OTHELLO-PIPELINE",
      "company": "AI138",
      "name": "Othello",
      "kind": "企业销售管线",
      "value": 25000000,
      "unit": "原文$，币种待核",
      "timing": "与live同页，具体业务截至日未知",
      "evidence": "SR007F6-OTHELLO-SR",
      "scope": "潜在未来业务",
      "selection": "excluded",
      "reason": "pipeline不是合同履行或收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F6-O-OTHELLO-CUSTOMERS",
      "company": "AI138",
      "name": "Othello",
      "kind": "企业客户自述",
      "value": 30,
      "unit": "企业",
      "timing": "投资方自述，具体统计期间未知",
      "evidence": "SR007F6-OTHELLO-SR",
      "scope": "企业采用",
      "selection": "adoption",
      "reason": "工作关系不证明全部已付款，客户市值不是本公司价值",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F6-O-PARCA-RUNRATE",
      "company": "AI139",
      "name": "Parca",
      "kind": "专业服务年化收入",
      "value": 500000,
      "unit": "原文$，币种待核",
      "timing": "启动七周后，具体业务截至日未知",
      "evidence": "SR007F6-PARCA-SR",
      "scope": "公司专业服务业务",
      "selection": "historical",
      "reason": "annualized run-rate revenue不是经常性ARR，专业人士审核与项目总额/净费待核",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "annualized-revenue"
    },
    {
      "id": "SR007F6-O-PARCA-DEPLOY",
      "company": "AI139",
      "name": "Parca",
      "kind": "头部房企部署自述",
      "value": 2,
      "unit": "企业",
      "timing": "启动七周后自述，具体统计期间未知",
      "evidence": "SR007F6-PARCA-SR",
      "scope": "企业采用",
      "selection": "adoption",
      "reason": "部署不证付费/净费，前雇主交易规模不迁入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F7-O-RHEMA-CONTRACT",
      "company": "AI143",
      "name": "Rhema Health",
      "kind": "签约ARR",
      "value": 500000,
      "unit": "原文$，币种待核",
      "timing": "投资方自述，具体业务截至日未知",
      "evidence": "SR007F7-RHEMA-SR",
      "scope": "未来/签约业务，不是已实现公司收入",
      "selection": "excluded",
      "reason": "cARR非已实现经常性收入，医疗机构账单非厂商收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F7-O-RHEMA-PIPELINE",
      "company": "AI143",
      "name": "Rhema Health",
      "kind": "销售管线",
      "value": 3000000,
      "unit": "原文$，币种待核",
      "timing": "投资方自述，具体业务截至日未知",
      "evidence": "SR007F7-RHEMA-SR",
      "scope": "未来/签约业务，不是已实现公司收入",
      "selection": "excluded",
      "reason": "pipeline非签约/履行或实际收入",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "SR007F7-O-ROLLUP-CONTRACT",
      "company": "AI144",
      "name": "Rollup",
      "kind": "签约ARR",
      "value": 288000,
      "unit": "原文$，币种待核",
      "timing": "14天内自述，具体业务截至日未知",
      "evidence": "SR007F7-ROLLUP-SR",
      "scope": "未来/签约业务，不是已实现公司收入",
      "selection": "excluded",
      "reason": "cARR非实收；当前免费SDK条款须与合同/期间/产品对齐",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F7-O-ROLLUP-POTENTIAL-MAU",
      "company": "AI144",
      "name": "Rollup",
      "kind": "管线潜在客户MAU",
      "value": 10000000,
      "unit": "潜在客户月活用户",
      "timing": "14天内自述，具体业务截至日未知",
      "evidence": "SR007F7-ROLLUP-SR",
      "scope": "未来/签约业务，不是已实现公司收入",
      "selection": "excluded",
      "reason": "qualified pipeline中的客户活跃规模非Rollup自身用户或付费采用",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "SR007F7-O-ROLLUP-SIGNED",
      "company": "AI144",
      "name": "Rollup",
      "kind": "签约客户自述",
      "value": 8,
      "unit": "企业",
      "timing": "14天内自述，具体业务截至日未知",
      "evidence": "SR007F7-ROLLUP-SR",
      "scope": "未来/签约业务，不是已实现公司收入",
      "selection": "adoption",
      "reason": "签约客户不证明已付款或SDK当前免费外的净经常性",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F8-O-SENSE-USERS",
      "company": "AI147",
      "name": "SenseLab",
      "kind": "用户采用自述",
      "value": 1000,
      "unit": "用户",
      "timing": "投资方自述，具体统计截至日未知",
      "evidence": "SR007F8-SENSE-SR",
      "scope": "用户，包括名企员工，非付费企业",
      "selection": "adoption",
      "reason": "用户不等付费，官网多套团队/评级分母未明不拼接，旧退出和官网模板化规模不作财务证据",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "SR007F9-O-STERLING-CONTRACT",
      "company": "AI152",
      "name": "Sterling",
      "kind": "年合同ARR原标签",
      "value": 234000,
      "unit": "原文$，币种待核",
      "timing": "来源自述，具体业务截至日未知",
      "evidence": "SR007F9-STERLING-SR",
      "scope": "已转年合同，是否已履约计费未知",
      "selection": "excluded",
      "reason": "保留原文converted to ARR in annual contracts；缺计费开始/履约/取消/经常性净费证据，不能机械作已实现ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F9-O-STERLING-FUTURE",
      "company": "AI152",
      "name": "Sterling",
      "kind": "预计转化ARR",
      "value": 300000,
      "unit": "原文$，币种待核",
      "timing": "来源自述，具体业务截至日未知",
      "evidence": "SR007F9-STERLING-SR",
      "scope": "两周后预计转化的追加部署",
      "selection": "excluded",
      "reason": "未来转化，不与234K相加成已实现534K ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F9-O-STERLING-DEPLOY",
      "company": "AI152",
      "name": "Sterling",
      "kind": "企业部署自述",
      "value": 4,
      "unit": "企业部署",
      "timing": "来源自述，具体业务截至日未知",
      "evidence": "SR007F9-STERLING-SR",
      "scope": "一个月内企业级部署，非已核付款合同",
      "selection": "adoption",
      "reason": "部署不等付费，前三项年合同与第四项/未来转化分开",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F9-O-VALENT-ANNUALIZED",
      "company": "AI156",
      "name": "Valent",
      "kind": "年化收入原标签",
      "value": 180000,
      "unit": "原文$，币种待核",
      "timing": "来源自述，具体业务截至日未知",
      "evidence": "SR007F9-VALENT-SR",
      "scope": "公司业务，六周后年化标签",
      "selection": "historical",
      "reason": "annualized revenue未证明经常性订阅；合同净费/实施/专业审核与时点币种缺项，不转换ARR",
      "bound": "=",
      "comparisonGroup": null,
      "metric": "annualized-revenue"
    },
    {
      "id": "SR007F9-O-VALENT-PIPELINE",
      "company": "AI156",
      "name": "Valent",
      "kind": "销售管线",
      "value": 5000000,
      "unit": "原文$，币种待核",
      "timing": "来源自述，具体业务截至日未知",
      "evidence": "SR007F9-VALENT-SR",
      "scope": "工业客户潜在业务",
      "selection": "excluded",
      "reason": "管线不是签约或已实现收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F9-O-VELA-FUNDING",
      "company": "AI157",
      "name": "Vela Energy",
      "kind": "融资金额",
      "value": 1300000,
      "unit": "原文$，币种待核",
      "timing": "来源自述，具体业务截至日未知",
      "evidence": "SR007F9-VELAENERGY-SR",
      "scope": "股权/融资，非营业收入",
      "selection": "excluded",
      "reason": "raised不是ARR；不据此估计收入或利润",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F9-O-VENE-CONTRACT",
      "company": "AI158",
      "name": "Vene Health",
      "kind": "签约ARR",
      "value": 1500000,
      "unit": "原文$，币种待核",
      "timing": "来源自述，具体业务截至日未知",
      "evidence": "SR007F9-VENE-AFORE",
      "scope": "上线三周签约标签，非已实现",
      "selection": "excluded",
      "reason": "contracted ARR缺履约/起算和实收；不纳已实现ARR",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F9-O-VENE-PIPELINE",
      "company": "AI158",
      "name": "Vene Health",
      "kind": "销售管线",
      "value": 8000000,
      "unit": "原文$，币种待核",
      "timing": "来源自述，具体业务截至日未知",
      "evidence": "SR007F9-VENE-AFORE",
      "scope": "未来客户业务",
      "selection": "excluded",
      "reason": "8M管线不能与合同标签相加成已实现收入",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SR007F9-O-VENE-FAMILIES",
      "company": "AI158",
      "name": "Vene Health",
      "kind": "家庭采用自述",
      "value": 3000,
      "unit": "家庭",
      "timing": "来源自述，具体业务截至日未知",
      "evidence": "SR007F9-VENE-AFORE",
      "scope": "上线三周使用家庭，非付款家庭",
      "selection": "adoption",
      "reason": "免费/Pro和机构赞助混合，不能乘价格推ARR",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "SR007F9-O-TRULI-BRANDS",
      "company": "AI155",
      "name": "Truli",
      "kind": "品牌采用自述",
      "value": 79,
      "unit": "品牌",
      "timing": "来源自述，具体业务截至日未知",
      "evidence": "SR007F9-TRULI-HOME",
      "scope": "官网品牌分母，非已核付费客户",
      "selection": "adoption",
      "reason": "品牌不等付费；每产品节省12K非自身收入",
      "bound": "≥",
      "comparisonGroup": null
    },
    {
      "id": "SRENTER1-O-HEAVI-CONTRACT",
      "company": "AI197",
      "name": "Heavi",
      "kind": "公司自述签约收入",
      "value": 100000,
      "unit": "原文$，币种待核",
      "timing": "档案未给具体业务截至日；2026-11-01为读取日",
      "evidence": "SRENTER1-HEAVI-SR",
      "scope": "签约口径，履约/付款及经常性未知",
      "selection": "excluded",
      "reason": "contracted revenue无合同期限/上线履约、取消/净额或回款，不作已实现收入或ARR；客户省时和创始人旧公司收入另分",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SRENTER1-O-VERRA-CONTRACT",
      "company": "AI201",
      "name": "Verra（咨询知识软件）",
      "kind": "公司自述约签约额",
      "value": 700000,
      "unit": "原文$，币种待核",
      "timing": "四个月及since January自述，Jan年份/具体截至日未注明",
      "evidence": "SRENTER1-VERRA-SR",
      "scope": "签约口径，履约/付款及经常性未知",
      "selection": "excluded",
      "reason": "约700K contracted未注明合同期限/履行/取消、净额与币种，不作已实现收入或ARR；每月3x无明确分母，融资非收入",
      "bound": "≈",
      "comparisonGroup": null
    },
    {
      "id": "SRLEARN1-O-CLAIR-D2C",
      "company": "AI212",
      "name": "Clair Health",
      "kind": "D2C revenue原标签（期间/履约待核）",
      "value": 800000,
      "unit": "原文$，币种待核",
      "timing": "少于8周原文，实际期间/业务截至日未明确",
      "evidence": "SRLEARN1-CLAIR-SR",
      "scope": "D2C业务，预订/确认净收入定义待核",
      "selection": "excluded",
      "reason": "官网当前预订预计2027交付；原D2C收入标签缺财务日、期间、实际交货/退款和经常性，保留原文但不推MRR/ARR或与B2B相加",
      "bound": "=",
      "comparisonGroup": null
    },
    {
      "id": "SRLEARN1-O-CLAIR-B2B",
      "company": "AI212",
      "name": "Clair Health",
      "kind": "B2B已签合同额",
      "value": 18000000,
      "unit": "原文$，币种待核",
      "timing": "少于8周自述，具体签约/财务截至日未给",
      "evidence": "SRLEARN1-CLAIR-SR",
      "scope": "B2B合同，净额/期限/履约未知",
      "selection": "excluded",
      "reason": "签约合同不等已确认或经常性收入，合同期限/取消、实际交付与付款及和D2C的主体边界未核；不平均摊成ARR",
      "bound": "=",
      "comparisonGroup": null
    }
  ],
  "evidence": [
    {
      "id": "E001",
      "companyId": "AI001",
      "title": "Result公司与产品资料",
      "url": "https://www.ycombinator.com/companies/result",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：创业者从设立公司到运营业务的一体化平台。资料记载成立年份2026。团队数2，见人数口径。",
      "limitation": "用户合计280万美元ARR属于用户，不属于Result"
    },
    {
      "id": "E002",
      "companyId": "AI002",
      "title": "primitive公司与产品资料",
      "url": "https://www.ycombinator.com/companies/primitive",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：自主Agent的通信基础设施。资料记载成立年份2026。团队数4，见人数口径。",
      "limitation": "未读取到收入或价格披露"
    },
    {
      "id": "E003",
      "companyId": "AI003",
      "title": "Naïve公司与产品资料",
      "url": "https://www.ycombinator.com/companies/naive",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：部署执行公司运营工作的AI员工。资料记载成立年份2025。团队数12，见人数口径。",
      "limitation": "端到端自主能力为公司自述，未独立测试"
    },
    {
      "id": "E004",
      "companyId": "AI004",
      "title": "Async公司与产品资料",
      "url": "https://www.ycombinator.com/companies/withasync",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：为中小专业服务企业实施业务Agent。资料记载成立年份2025。团队数2，见人数口径。",
      "limitation": "实施、人工介入及毛利未披露"
    },
    {
      "id": "E005",
      "companyId": "AI005",
      "title": "Strand AI公司与产品资料",
      "url": "https://www.ycombinator.com/companies/strand-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：多模态模型补全患者生物学数据。资料记载成立年份2025。团队数2，见人数口径。",
      "limitation": "未披露付费规模，技术效果为公司自述"
    },
    {
      "id": "E006",
      "companyId": "AI006",
      "title": "Agnost AI公司与产品资料",
      "url": "https://www.ycombinator.com/companies/agnost-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：分析Agent失败并训练专用模型。资料记载成立年份2025。团队数2，见人数口径。",
      "limitation": "客户提及不等于收入已核实"
    },
    {
      "id": "E007",
      "companyId": "AI007",
      "title": "Paloma公司与产品资料",
      "url": "https://www.ycombinator.com/companies/paloma",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：为供应链与制造运营提供软件和数据分析。资料记载成立年份2025。团队数3，见人数口径。",
      "limitation": "5亿美元ARR属于创始人在Deel的过往业务"
    },
    {
      "id": "E008",
      "companyId": "AI008",
      "title": "Ergo公司与产品资料",
      "url": "https://www.ycombinator.com/companies/ergo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：整合销售沟通数据并推进交易。资料记载成立年份2025。团队数9，见人数口径。",
      "limitation": "7.5万美元成交合同是客户效果，非本公司收入"
    },
    {
      "id": "E009",
      "companyId": "AI009",
      "title": "Pacific公司与产品资料",
      "url": "https://www.ycombinator.com/companies/pacific",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：生产模块化数据中心并出售算力或设备。资料记载成立年份2026。团队数6，见人数口径。",
      "limitation": "意向书不等于已执行合同、收入或ARR"
    },
    {
      "id": "E010",
      "companyId": "AI010",
      "title": "horizontal.公司与产品资料",
      "url": "https://www.ycombinator.com/companies/horizontal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：生产计划、质量和物流的工厂运营Agent。资料记载成立年份2026。团队数2，见人数口径。",
      "limitation": "工厂软件运营归行业应用，不混入机器人硬件"
    },
    {
      "id": "E011",
      "companyId": "AI011",
      "title": "Wayco公司与产品资料",
      "url": "https://www.ycombinator.com/companies/wayco",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：医疗法律案件的数据与流程自动化。资料记载成立年份2025。团队数5，见人数口径。",
      "limitation": "未独立测试交付水平"
    },
    {
      "id": "E012",
      "companyId": "AI012",
      "title": "Waddle Labs公司与产品资料",
      "url": "https://www.ycombinator.com/companies/waddle-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：用语言Agent编写机器人控制代码。资料记载成立年份2025。团队数2，见人数口径。",
      "limitation": "任务完成时间与泛化能力为公司自述"
    },
    {
      "id": "E013",
      "companyId": "AI013",
      "title": "Clarm公司与产品资料",
      "url": "https://www.ycombinator.com/companies/clarm",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：在企业自有数据上创建有治理能力的Agent。资料记载成立年份2025。团队数2，见人数口径。",
      "limitation": "700万和1000万美元ARR均指创始人此前项目"
    },
    {
      "id": "E014",
      "companyId": "AI014",
      "title": "Parametric公司与产品资料",
      "url": "https://www.ycombinator.com/companies/parametric",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：以客户反馈训练执行实体工作的机器人。资料记载成立年份2025。团队数7，见人数口径。",
      "limitation": "未核验商用部署规模"
    },
    {
      "id": "E015",
      "companyId": "AI015",
      "title": "Eloquent AI公司与产品资料",
      "url": "https://www.ycombinator.com/companies/eloquent-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：金融服务后台与客户服务操作Agent。资料记载成立年份2025。团队数5，见人数口径。",
      "limitation": "ARR统计日期和经常性定义不完整"
    },
    {
      "id": "E016",
      "companyId": "AI016",
      "title": "Gojiberry AI公司与产品资料",
      "url": "https://www.ycombinator.com/companies/gojiberry-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：识别购买意图并自动执行销售触达。资料记载成立年份2025。团队数7，见人数口径。",
      "limitation": "页面含140万与250万美元两阶段数字，日期不明"
    },
    {
      "id": "E017",
      "companyId": "AI017",
      "title": "Pelica公司与产品资料",
      "url": "https://www.ycombinator.com/companies/pelica",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：整合医疗数据并执行价值医疗工作流程。资料记载成立年份2025。团队数5，见人数口径。",
      "limitation": "服务成员数不是付费客户数；履历收入排除"
    },
    {
      "id": "E018",
      "companyId": "AI018",
      "title": "Balance公司与产品资料",
      "url": "https://www.ycombinator.com/companies/getbalance",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：用AI协助完成月度账务的会计服务。资料记载成立年份2026。团队数20，见人数口径。",
      "limitation": "不能默认会计服务具备纯软件毛利"
    },
    {
      "id": "E019",
      "companyId": "AI019",
      "title": "Remedy公司与产品资料",
      "url": "https://www.ycombinator.com/companies/remedy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：药房处方续配与患者服务Agent。资料记载成立年份2025。团队数2，见人数口径。",
      "limitation": "收入未披露；保留被收购公司以减少存续偏差"
    },
    {
      "id": "E020",
      "companyId": "AI020",
      "title": "Hedge公司与产品资料",
      "url": "https://www.ycombinator.com/companies/hedge",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：AI原生专业保险公司。资料记载成立年份2026。团队数2，见人数口径。",
      "limitation": "创始人此前管理2000万美元业务收入不属于Hedge"
    },
    {
      "id": "E021",
      "companyId": "AI021",
      "title": "Roark公司与产品资料",
      "url": "https://www.ycombinator.com/companies/roark",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：语音Agent的测试、监控与仿真。资料记载成立年份2025。团队数3，见人数口径。",
      "limitation": "150万和5000万美元ARR属于创始人原雇主"
    },
    {
      "id": "E022",
      "companyId": "AI022",
      "title": "Swerve公司与产品资料",
      "url": "https://www.ycombinator.com/companies/swerve",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：交互式AI故事与聊天。资料记载成立年份2025。团队数2，见人数口径。",
      "limitation": "产品方向发生变化，不能把旧使用量当当前收入"
    },
    {
      "id": "E023",
      "companyId": "AI023",
      "title": "OneTriangle公司与产品资料",
      "url": "https://www.ycombinator.com/companies/onetriangle",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：利用KV缓存迁移降低推理成本。资料记载成立年份2026。团队数4，见人数口径。",
      "limitation": "成本和延迟改进为公司自述，未独立复测"
    },
    {
      "id": "E024",
      "companyId": "AI024",
      "title": "Narrative公司与产品资料",
      "url": "https://www.ycombinator.com/companies/usenarrative",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：视频素材搜索、剪辑与后期自动化。资料记载成立年份2025。团队数3，见人数口径。",
      "limitation": "创始人此前应用用户规模不代表本产品"
    },
    {
      "id": "E025",
      "companyId": "AI025",
      "title": "Hera公司与产品资料",
      "url": "https://www.ycombinator.com/companies/hera-video",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：通过自然语言制作动态图形。资料记载成立年份2025。团队数5，见人数口径。",
      "limitation": "月收入翻倍为增长率，缺少收入基数"
    },
    {
      "id": "E026",
      "companyId": "AI026",
      "title": "OpenRelay公司与产品资料",
      "url": "https://www.ycombinator.com/companies/openrelay",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：跨硬件和云调度模型推理。资料记载成立年份2026。团队数2，见人数口径。",
      "limitation": "Token量不等于营收；原AWS业务ARR排除"
    },
    {
      "id": "E027",
      "companyId": "AI027",
      "title": "Bezel公司与产品资料",
      "url": "https://www.ycombinator.com/companies/bezel",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：电商服装虚拟模特与影像生成。资料记载成立年份2025。团队数1，见人数口径。",
      "limitation": "过往支付处理量不属于Bezel收入"
    },
    {
      "id": "E028",
      "companyId": "AI028",
      "title": "Flick公司与产品资料",
      "url": "https://www.ycombinator.com/companies/flick",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：AI短片创作与协同工作流。资料记载成立年份2025。团队数2，见人数口径。",
      "limitation": "作品和奖项不能代替商业收入"
    },
    {
      "id": "E029",
      "companyId": "AI029",
      "title": "Compyle公司与产品资料",
      "url": "https://www.ycombinator.com/companies/compyle",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：在澄清需求后协作编程的Agent。资料记载成立年份2025。团队数2，见人数口径。",
      "limitation": "基于公司介绍分类，未进行性能排名"
    },
    {
      "id": "E030",
      "companyId": "AI030",
      "title": "Prism公司与产品资料",
      "url": "https://www.ycombinator.com/companies/prism",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：为编码Agent提供推理和模型部署。资料记载成立年份2025。团队数2，见人数口径。",
      "limitation": "与招聘公司Prism不是同一实体"
    },
    {
      "id": "E031",
      "companyId": "AI031",
      "title": "Cardboard公司与产品资料",
      "url": "https://www.ycombinator.com/companies/cardboard",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：Agent式视频剪辑。资料记载成立年份2025。团队数8，见人数口径。",
      "limitation": "未独立核验付费与交付规模"
    },
    {
      "id": "E032",
      "companyId": "AI032",
      "title": "Wideframe公司与产品资料",
      "url": "https://www.ycombinator.com/companies/wideframe",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：本地视频剪辑AI同事。资料记载成立年份2025。团队数2，见人数口径。",
      "limitation": "定制收入和软件订阅需分拆"
    },
    {
      "id": "E033",
      "companyId": "AI033",
      "title": "General Instinct公司与产品资料",
      "url": "https://www.ycombinator.com/companies/general-instinct",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：边缘视觉与物理AI模型部署。资料记载成立年份2026。团队数2，见人数口径。",
      "limitation": "性能指标为自述，未独立复测"
    },
    {
      "id": "E034",
      "companyId": "AI034",
      "title": "Raven（原Sintem）公司与产品资料",
      "url": "https://www.ycombinator.com/companies/ravenphone",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：跨应用执行工作的Agent手机。资料记载成立年份2026。团队数1，见人数口径。",
      "limitation": "旧名称sintem重定向；此前SaaS的110万美元ARR排除"
    },
    {
      "id": "E035",
      "companyId": "AI035",
      "title": "AgentMail公司与产品资料",
      "url": "https://www.ycombinator.com/companies/agentmail",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：面向Agent的程序化邮箱API。资料记载成立年份2025。团队数10，见人数口径。",
      "limitation": "融资额不是ARR"
    },
    {
      "id": "E036",
      "companyId": "AI036",
      "title": "Orthogonal公司与产品资料",
      "url": "https://www.ycombinator.com/companies/orthogonal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：让Agent发现、访问并支付API。资料记载成立年份2025。团队数2，见人数口径。",
      "limitation": "API交易流水和平台净收入应分开"
    },
    {
      "id": "E037",
      "companyId": "AI037",
      "title": "OpenHack公司与产品资料",
      "url": "https://www.ycombinator.com/companies/openhack",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：持续执行安全扫描与渗透测试的Agent。资料记载成立年份2025。团队数1，见人数口径。",
      "limitation": "安全能力与误报率尚未独立评测"
    },
    {
      "id": "E038",
      "companyId": "AI038",
      "title": "Cotool公司与产品资料",
      "url": "https://www.ycombinator.com/companies/cotool",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：安全告警调查、检测与响应Agent。资料记载成立年份2025。团队数8，见人数口径。",
      "limitation": "Agent交付与日志基础设施需区分"
    },
    {
      "id": "E039",
      "companyId": "AI039",
      "title": "Multifactor公司与产品资料",
      "url": "https://www.ycombinator.com/companies/multifactor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：Agent身份认证、授权与审计。资料记载成立年份2025。团队数6，见人数口径。",
      "limitation": "客户供应链金额不是本公司收入"
    },
    {
      "id": "E040",
      "companyId": "AI040",
      "title": "Floot公司与产品资料",
      "url": "https://www.ycombinator.com/companies/floot",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的自述资料",
      "summary": "业务：承载由AI生成的应用及其后端。资料记载成立年份2025。团队数4，见人数口径。",
      "limitation": "创始人披露100万美元ARR，但业务时点待核"
    },
    {
      "id": "E041",
      "companyId": "AI041",
      "title": "humans&公司与产品资料",
      "url": "https://humansand.ai/investors",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司或投资机构资料",
      "summary": "业务：面向人与人协作的前沿模型实验室。资料记载成立年份2025。",
      "limitation": "成立年份据投资方S32名录；2026-01-20官方介绍"
    },
    {
      "id": "E042",
      "companyId": "AI042",
      "title": "AMI Labs公司与产品资料",
      "url": "https://amilabs.xyz/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司或投资机构资料",
      "summary": "业务：学习现实世界表征的世界模型。",
      "limitation": "成立日期未获一手核验；2026-03-10公开发布单列"
    },
    {
      "id": "E043",
      "companyId": "AI043",
      "title": "Nexor AI公司与产品资料",
      "url": "https://speedrun.a16z.com/companies/nexor-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司或投资机构资料",
      "summary": "业务：跨语音与消息渠道执行收入运营任务。资料记载成立年份2026。团队数8，见人数口径。",
      "limitation": "成立年和人数来自a16z Speedrun资料"
    },
    {
      "id": "E044",
      "companyId": "AI044",
      "title": "诺因智能公司与产品资料",
      "url": "https://www.knowinai.com/about.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司或投资机构资料",
      "summary": "业务：面向家庭消费场景的具身智能系统。资料记载成立年份2025。",
      "limitation": "官网称2025年7月成立；第三方工商日期为2025-06-23，口径差异待核"
    },
    {
      "id": "E045",
      "companyId": "AI045",
      "title": "苏度科技公司与产品资料",
      "url": "https://t.cj.sina.com.cn/articles/view/2822771827/a8401473020017lca",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体报道",
      "summary": "业务：通用机器人大脑与具身系统。资料记载成立年份2025。",
      "limitation": "媒体直接报道；技术性能未独立评测"
    },
    {
      "id": "E046",
      "companyId": "AI046",
      "title": "眸深智能公司与产品资料",
      "url": "https://www.moushen.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司或投资机构资料",
      "summary": "业务：跨机器人本体的生成式具身模型。资料记载成立年份2025。",
      "limitation": "成立年月来自上海市中小企业服务机构托管的企业材料"
    },
    {
      "id": "E047",
      "companyId": "AI047",
      "title": "维泛智能公司与产品资料",
      "url": "https://www.cyzone.cn/article/834459.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体报道",
      "summary": "业务：面向机器人推理与控制的芯片。资料记载成立年份2025。",
      "limitation": "处于研发阶段；数亿元融资不当作收入"
    },
    {
      "id": "E048",
      "companyId": "AI048",
      "title": "深度机智（机智赛博主体）公司与产品资料",
      "url": "https://www.puhuacapital.com/mobile/index.php/news/info/301",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司或投资机构资料",
      "summary": "业务：人类第一视角数据与具身基座模型。资料记载成立年份2025。",
      "limitation": "关联主体可能早于2025；本行明确北京机智赛博主体，避免混淆"
    },
    {
      "id": "E049",
      "companyId": "AI049",
      "title": "Amplibotics公司与产品资料",
      "url": "https://amplibotics.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司或投资机构资料",
      "summary": "业务：遥操作机器人数据采集与交付。资料记载成立年份2025。",
      "limitation": "人工操作与质检成本需计入数据交付成本"
    },
    {
      "id": "E050",
      "companyId": "AI050",
      "title": "Ricursive Intelligence公司与产品资料",
      "url": "https://www.ricursive.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司或投资机构资料",
      "summary": "业务：面向芯片设计与验证的自改进AI系统。资料记载成立年份2025。",
      "limitation": "成立年来自Sequoia公司名录；融资与收入分开"
    },
    {
      "id": "E051",
      "companyId": "AI051",
      "title": "Gradium公司与产品资料",
      "url": "https://gradium.ai/blog/gradium",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司或投资机构资料",
      "summary": "业务：实时生成、转录与对话的音频基础模型。资料记载成立年份2025。",
      "limitation": "2025年成立据公司合作公告；研发能力不等同经营规模"
    },
    {
      "id": "E052",
      "companyId": "AI052",
      "title": "Wonderful公司与产品资料",
      "url": "https://www.wonderful.ai/blog-articles/wonderful-raises-550m-series-c",
      "publishedAt": "2026-09-02",
      "accessedAt": "2026-10-30",
      "kind": "公司或投资机构资料",
      "summary": "公司自述成立于2025年，产品已覆盖跨部门企业工作流、生产力助手、应用和对话Agent。",
      "limitation": "按公司公布定位归类C05，非独立产品测试；与E116是同一公告，不视为第二份独立证据。"
    },
    {
      "id": "E053",
      "companyId": "AI053",
      "title": "Emergent公司与产品资料",
      "url": "https://emergent.sh/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司或投资机构资料",
      "summary": "业务：自然语言生成、测试和部署应用。",
      "limitation": "成立年尚未核验；2024年已获YC支持，不按二手页面2025成立说法纳入成立队列"
    },
    {
      "id": "E054",
      "companyId": "AI054",
      "title": "Rork公司与产品资料",
      "url": "https://speedrun.a16z.com/companies/rork",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司或投资机构资料",
      "summary": "业务：通过AI构建移动应用。资料记载成立年份2024。团队数7，见人数口径。",
      "limitation": "2025发布/转型对照；不声称首次发布于2025"
    },
    {
      "id": "E101",
      "companyId": "AI016",
      "title": "Gojiberry ARR里程碑",
      "url": "https://www.ycombinator.com/companies/gojiberry-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "页面称10个月250万美元ARR；早期发布称9个月140万美元",
      "limitation": "未注明日历时点；不能当成2026-10-30实际ARR"
    },
    {
      "id": "E102",
      "companyId": "AI015",
      "title": "Eloquent ARR里程碑",
      "url": "https://www.ycombinator.com/companies/eloquent-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "页面称四周50万美元ARR",
      "limitation": "未注明统计日期及经常性定义"
    },
    {
      "id": "E103",
      "companyId": "AI043",
      "title": "Nexor经营资料",
      "url": "https://speedrun.a16z.com/companies/nexor-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资方公司资料",
      "summary": "自述推出五个月达到$2.5M ARR和270家客户，机构页列8名员工；$币种待核。",
      "limitation": "页面未注明数字的统计日期，非独立审计 原记录美元表述已更正，当前原文未明确USD；人数和财务截至日未注明。"
    },
    {
      "id": "E104",
      "companyId": null,
      "title": "Floot创始人ARR披露",
      "url": "https://www.linkedin.com/posts/yjyao_floot-just-hit-1m-arr-a-year-ago-floot-activity-7424496952190521344-CHBU",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "创始人公开帖子",
      "summary": "创始人称达到100万美元ARR，推出约六个月",
      "limitation": "页面只显示相对时间，日历日期暂未核验"
    },
    {
      "id": "E105",
      "companyId": null,
      "title": "Wonderful收入估算",
      "url": "https://sacra.com/c/wonderful/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方估算",
      "summary": "Sacra估算2026年8月年化收入7000万美元；上年约100万美元",
      "limitation": "非经常性ARR核验；估算方法与毛利资料有限"
    },
    {
      "id": "E106",
      "companyId": "AI053",
      "title": "Emergent官方经营里程碑",
      "url": "https://emergent.sh/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "官方页面称八个月达到1亿美元ARR",
      "limitation": "同一公司支付伙伴称annual revenue run rate，口径不一致"
    },
    {
      "id": "E107",
      "companyId": null,
      "title": "Stripe的Emergent案例",
      "url": "https://stripe.com/customers/emergent",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "业务伙伴案例",
      "summary": "年化收入1亿美元，产品在2025年中准备发布",
      "limitation": "伙伴案例不是收入审计；订阅与用量充值混合"
    },
    {
      "id": "E108",
      "companyId": null,
      "title": "AWS的Emergent案例",
      "url": "https://aws.amazon.com/aws-startups/learn/from-yc-to-aws-how-emergent-hit-100m-usd-annualized-revenue-in-8-months/",
      "publishedAt": "2026-06-26",
      "accessedAt": "2026-10-30",
      "kind": "业务伙伴案例",
      "summary": "发布八个月年化收入1亿美元",
      "limitation": "文章日期不等于里程碑发生日期"
    },
    {
      "id": "E109",
      "companyId": null,
      "title": "Rork发布公告",
      "url": "https://rork.com/blog/announcing-rork",
      "publishedAt": "2025-05-05",
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "已融资280万美元；目标当年达到八位数ARR",
      "limitation": "未来目标不能当成已实现收入"
    },
    {
      "id": "E110",
      "companyId": null,
      "title": "Rork创始人关于客户收入的帖子",
      "url": "https://www.linkedin.com/in/daniel-dhawan",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "创始人公开帖子",
      "summary": "Rork users just crossed $2.1M in ARR",
      "limitation": "收入归属为客户产品，不属于Rork"
    },
    {
      "id": "E111",
      "companyId": null,
      "title": "Rork聚合榜单",
      "url": "https://www.arr.club/rork",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方聚合",
      "summary": "榜单将2026-06-17的210万美元列为Rork ARR",
      "limitation": "与创始人帖子归属不同；不作为公司收入"
    },
    {
      "id": "E112",
      "companyId": null,
      "title": "Emergent聚合榜单",
      "url": "https://www.arr.club/emergent",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方聚合",
      "summary": "榜单收入故事对应应用生成平台，但列成立2015及emergent.solutions",
      "limitation": "疑似同名实体混淆；不采纳公司身份字段"
    },
    {
      "id": "E113",
      "companyId": null,
      "title": "Emergent聚合公司页",
      "url": "https://sacra.com/c/emergent/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方估算",
      "summary": "页面经营叙述对应emergent.sh，但显示成立1998和不同CEO",
      "limitation": "身份字段与官方资料冲突，不复制到公司表"
    },
    {
      "id": "E114",
      "companyId": null,
      "title": "诺因工商日期线索",
      "url": "https://www.taibo.cn/company/121711",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方公司名录",
      "summary": "工商成立日为2025-06-23；官网介绍为2025年7月",
      "limitation": "工商设立和团队启动可能是不同口径，待进一步核验"
    },
    {
      "id": "E115",
      "companyId": "AI051",
      "title": "Gradium正式发布",
      "url": "https://gradium.ai/blog/gradium",
      "publishedAt": "2025-12-02",
      "accessedAt": "2026-10-30",
      "kind": "公司官方披露",
      "summary": "披露7000万美元种子融资与生产客户",
      "limitation": "融资不是收入"
    },
    {
      "id": "E116",
      "companyId": "AI052",
      "title": "Wonderful融资公告",
      "url": "https://www.wonderful.ai/blog-articles/wonderful-raises-550m-series-c",
      "publishedAt": "2026-09-02",
      "accessedAt": "2026-10-30",
      "kind": "公司官方披露",
      "summary": "披露5.5亿美元C轮和50亿美元估值；称650名员工、业务覆盖35个以上市场。",
      "limitation": "金额为该轮融资，不是累计融资或收入"
    },
    {
      "id": "E117",
      "companyId": "AI050",
      "title": "Ricursive融资披露",
      "url": "https://www.ricursive.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方披露",
      "summary": "官网称获得3.35亿美元支持",
      "limitation": "原文为累计支持资金，非ARR"
    },
    {
      "id": "E118",
      "companyId": "AI009",
      "title": "Pacific意向书",
      "url": "https://www.ycombinator.com/companies/pacific",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "9500万美元托管算力意向书与2700万美元设备销售意向书",
      "limitation": "LOI不是已实现收入或ARR"
    },
    {
      "id": "E119",
      "companyId": "AI001",
      "title": "Result用户收入",
      "url": "https://www.ycombinator.com/companies/result",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "8个早期用户合计280万美元ARR",
      "limitation": "属于客户而非Result收入"
    },
    {
      "id": "E120",
      "companyId": "AI007",
      "title": "Paloma履历收入",
      "url": "https://www.ycombinator.com/companies/paloma",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "创始人在Deel业务做到5亿美元ARR",
      "limitation": "属于上一家公司"
    },
    {
      "id": "E121",
      "companyId": "AI013",
      "title": "Clarm履历收入",
      "url": "https://www.ycombinator.com/companies/clarm",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "创始人此前项目700万与1000万美元ARR",
      "limitation": "两个数均不属于Clarm"
    },
    {
      "id": "E122",
      "companyId": "AI021",
      "title": "Roark履历收入",
      "url": "https://www.ycombinator.com/companies/roark",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "创始人此前Akiflow项目150万美元ARR",
      "limitation": "不属于Roark"
    },
    {
      "id": "E123",
      "companyId": "AI034",
      "title": "Raven履历收入",
      "url": "https://www.ycombinator.com/companies/ravenphone",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "创始人此前教育SaaS为110万美元ARR",
      "limitation": "不属于Raven"
    },
    {
      "id": "E124",
      "companyId": null,
      "title": "humans&成立年份",
      "url": "https://s32.getro.com/companies/humans-2-e0211813-0914-4645-81de-de078cc9d441",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资方公司资料",
      "summary": "投资方名录列成立2025",
      "limitation": "成立年与2026公开发布日区分"
    },
    {
      "id": "E125",
      "companyId": null,
      "title": "MOTION成立年月",
      "url": "https://www.ssme.sh.gov.cn/images/contest_2026/award/2025/mszn.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公共机构托管企业材料",
      "summary": "企业材料写明2025年1月成立",
      "limitation": "材料由企业提供，不是独立技术评测"
    },
    {
      "id": "E126",
      "companyId": null,
      "title": "深度机智主体线索",
      "url": "https://m.pedaily.cn/vc/company/882321.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方公司名录",
      "summary": "北京机智赛博成立于2025-05-15",
      "limitation": "关联实体存在不同设立年份，本行主体已限定"
    },
    {
      "id": "E127",
      "companyId": null,
      "title": "Ricursive成立年份",
      "url": "https://sequoiacap.com/companies/ricursive-intelligence",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资方公司资料",
      "summary": "Sequoia名录列Founded 2025",
      "limitation": "官网研发目标不能证明已实现收入"
    },
    {
      "id": "E128",
      "companyId": null,
      "title": "Gradium成立年份",
      "url": "https://gradium.ai/blog/yampa-gradium-partnership",
      "publishedAt": "2026-10-26",
      "accessedAt": "2026-10-30",
      "kind": "公司官方披露",
      "summary": "合作公告写明成立于2025年",
      "limitation": "与2025-12-02发布日区分"
    },
    {
      "id": "E129",
      "companyId": null,
      "title": "AgentMail定价口径",
      "url": "https://www.agentmail.to/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方定价或说明",
      "summary": "套餐订阅加容量扩展。Developer为20美元/月，10个邮箱和每月1万封邮件；Startup为200美元/月。",
      "limitation": "访问快照2026-10-30；不据标价推算收入或毛利"
    },
    {
      "id": "E130",
      "companyId": null,
      "title": "AgentMail定价口径",
      "url": "https://www.agentmail.to/blog/pay-as-you-go",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方定价或说明",
      "summary": "官方明确加购为固定月费容量，而非按每个邮件事件收费。每个容量单位2美元/月。",
      "limitation": "访问快照2026-10-30；不据标价推算收入或毛利"
    },
    {
      "id": "E131",
      "companyId": "AI016",
      "title": "Gojiberry AI定价口径",
      "url": "https://gojiberry.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方定价或说明",
      "summary": "PRO原文$99/月，包含2个Agent及至多1800个月度触达；CUSTOM询价，提供更高用量、集成和支持。",
      "limitation": "2026-10-30访问快照；$未明确币种代码，保留报价原文，不据标价、试用或采用团队数反推收入或毛利。"
    },
    {
      "id": "E132",
      "companyId": null,
      "title": "Gradium定价口径",
      "url": "https://gradium.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方定价或说明",
      "summary": "月费套餐包含点数，额外点数及企业部署另计；XS页面为12美元/月。",
      "limitation": "访问快照2026-10-30；不据标价推算收入或毛利"
    },
    {
      "id": "E133",
      "companyId": "AI040",
      "title": "Floot定价口径",
      "url": "https://www.ycombinator.com/companies/floot",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方定价或说明",
      "summary": "当前公司介绍强调平台收费，无单独AI点数加价；模型调用使用用户已有订阅。",
      "limitation": "访问快照2026-10-30；不据标价推算收入或毛利"
    },
    {
      "id": "E088",
      "companyId": "AI055",
      "title": "Peec AI 2025年A轮公告",
      "url": "https://peec.ai/blog/we-raised-21m-series-a-to-help-brands-win-in-ai-search",
      "publishedAt": "2025-11-18",
      "accessedAt": "2026-10-30",
      "kind": "公司公告",
      "summary": "公司称2025年2月上线，11月ARR超过400万美元；团队在Antler 2024冬季批次相识。",
      "limitation": "成立时间与加速器批次不同；ARR未审计。"
    },
    {
      "id": "E089",
      "companyId": "AI055",
      "title": "Peec AI 2026年5月经营公告",
      "url": "https://www.globenewswire.com/news-release/2026/05/28/3303009/0/en/peec-ai-hits-10m-arr-16-months-after-launch-as-brands-race-to-optimize-for-ai-search.html",
      "publishedAt": "2026-05-28",
      "accessedAt": "2026-10-30",
      "kind": "公司新闻稿",
      "summary": "公司披露ARR超过1000万美元、客户超过2500家、员工超过70人，称2025年1月成立。",
      "limitation": "GlobeNewswire为发布渠道，内容由公司提供，并非独立查账；客户不默认等于付费订阅数。"
    },
    {
      "id": "E090",
      "companyId": "AI055",
      "title": "Sacra对Peec的估算",
      "url": "https://sacra.com/c/peec/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方估算",
      "summary": "Sacra估计2026年8月ARR为1500万美元。",
      "limitation": "与公司5月披露的1000万美元时点不同；不能将估算覆盖或验证公司公告。"
    },
    {
      "id": "E091",
      "companyId": "AI056",
      "title": "Wix收购Base44公告",
      "url": "https://www.wix.com/press-room/home/post/wix-further-expands-into-vibe-coding-with-acquisition-of-base44-a-hyper-growth-startup-that-simplif",
      "publishedAt": "2025-06-18",
      "accessedAt": "2026-10-30",
      "kind": "收购方公告",
      "summary": "Base44提供自然语言应用构建及后端、认证与部署；Wix宣布收购后保持独立产品经营。",
      "limitation": "已收购业务与独立创业公司分组评估；收购价不是收入。"
    },
    {
      "id": "E092",
      "companyId": "AI056",
      "title": "Wix 2025全年业绩公告",
      "url": "https://www.wix.com/press-room/home/post/wix-reports-fourth-quarter-and-full-year-2025-results",
      "publishedAt": "2026-03-04",
      "accessedAt": "2026-10-30",
      "kind": "上市公司管理层披露",
      "summary": "Wix称Base44近期ARR达到1亿美元，成立约一年。",
      "limitation": "2025年业绩公告中的近期指标发生在2026年，不能当成2025年末ARR；该运营指标不等于单独审计收入。"
    },
    {
      "id": "E093",
      "companyId": "AI056",
      "title": "Wix 2026一季度业绩公告",
      "url": "https://www.globenewswire.com/news-release/2026/05/13/3293644/0/en/Wix-Reports-First-Quarter-2026-Results.html",
      "publishedAt": "2026-05-13",
      "accessedAt": "2026-10-30",
      "kind": "上市公司管理层披露",
      "summary": "Wix称Base44在2026年5月ARR约1.5亿美元。",
      "limitation": "发布日期在一季度之后，5月指标不是3月末值；ARR不等于季度确认收入。"
    },
    {
      "id": "E094",
      "companyId": "AI056",
      "title": "Wix 2026二季度业绩 SEC附件",
      "url": "https://www.sec.gov/Archives/edgar/data/1576789/000162828026052108/secondquarter2026results.htm",
      "publishedAt": "2026-08-04",
      "accessedAt": "2026-10-30",
      "kind": "监管披露中的管理层陈述",
      "summary": "管理层称Base44年初非GAAP毛利率接近零，预计2026下半年约60%，并将推理和计算列为主要成本驱动。",
      "limitation": "60%为前瞻预期，非已经实现的GAAP利润率；SEC公开不意味着监管机构验证每项运营指标。"
    },
    {
      "id": "E095",
      "companyId": "AI056",
      "title": "CTech报道Base44创始人收入声明",
      "url": "https://www.calcalistech.com/ctechnews/article/syw900pvdzg",
      "publishedAt": "2026-08-20",
      "accessedAt": "2026-10-30",
      "kind": "媒体转述公司声明",
      "summary": "CTech转述创始人宣布Base44 ARR超过2亿美元。",
      "limitation": "创始人社交声明的媒体转述，未独立核验底账；本轮未直接读取原帖。"
    },
    {
      "id": "E096",
      "companyId": "AI056",
      "title": "Base44收费说明",
      "url": "https://base44.com/guides/how-much-does-base44-cost",
      "publishedAt": "2026-07-26",
      "accessedAt": "2026-10-30",
      "kind": "公司收费说明",
      "summary": "免费层和分档订阅并存，按月或按年付费，套餐包含消息及集成积分额度。",
      "limitation": "价格是2026年7月页面口径；读取到索引正文，直接打开失败，不能视作10月实时价格。"
    },
    {
      "id": "E097",
      "companyId": "AI057",
      "title": "a16z speedrun Alia公司资料",
      "url": "https://speedrun.a16z.com/companies/alia",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构公司资料",
      "summary": "2025年成立，6名员工；资料称三个月达到11.5万美元live ARR，产品协调跨工具与团队工作。",
      "limitation": "投资机构与公司有利益关系；三个月是相对时间，没有明确日历截止日；非独立审计。"
    },
    {
      "id": "E098",
      "companyId": "AI058",
      "title": "Cluely公司LinkedIn资料",
      "url": "https://www.linkedin.com/company/cluely",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司资料",
      "summary": "公司资料标注2025年成立、纽约总部，提供实时会议问答与会议笔记。",
      "limitation": "关联员工数、招聘平台人数与正式员工并非同一口径，本轮不填单一团队人数。"
    },
    {
      "id": "E099",
      "companyId": "AI058",
      "title": "Cluely原ARR声明报道",
      "url": "https://techcrunch.com/2025/07/03/cluelys-arr-doubled-in-a-week-to-7m-founder-roy-lee-says-but-rivals-are-coming/",
      "publishedAt": "2025-07-03",
      "accessedAt": "2026-10-30",
      "kind": "媒体记录公司声明",
      "summary": "创始人当时声称ARR约700万美元。",
      "limitation": "该数字已撤回，排除比较。"
    },
    {
      "id": "E100",
      "companyId": "AI058",
      "title": "Cluely ARR声明更正报道",
      "url": "https://techcrunch.com/2026/03/05/cluely-ceo-roy-lee-admits-to-publicly-lying-about-revenue-numbers-last-year/",
      "publishedAt": "2026-03-05",
      "accessedAt": "2026-10-30",
      "kind": "媒体纠错",
      "summary": "报道创始人承认并撤回此前ARR声明。",
      "limitation": "原始社交帖访问403；本轮依据媒体纠错，不作法律定性。"
    },
    {
      "id": "YC-E-28841",
      "companyId": "YC28841",
      "title": "Baud · YC公司资料",
      "url": "https://www.ycombinator.com/companies/baud",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。 主营复核：研发用于模型训练、微调和推理的AI芯片。 买家：模型研发与部署企业。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-29161",
      "companyId": "YC29161",
      "title": "Goldbridge · YC公司资料",
      "url": "https://www.ycombinator.com/companies/goldbridge",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。 主营复核：为房地产所有者提供AI银行及金融运营平台。 买家：房地产所有者与运营商。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-29666",
      "companyId": "YC29666",
      "title": "Willow · YC公司资料",
      "url": "https://www.ycombinator.com/companies/willow",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。 主营复核：把语音转成文字，用于邮件、文档及提示输入。 买家：Mac用户与知识工作者。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30086",
      "companyId": "YC30086",
      "title": "Autumn · YC公司资料",
      "url": "https://www.ycombinator.com/companies/autumn",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。 业务分类复核依据：管理Stripe计费、用量和客户权限，主营为企业收费运营基础设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30160",
      "companyId": "YC30160",
      "title": "Quantstruct · YC公司资料",
      "url": "https://www.ycombinator.com/companies/quantstruct",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：生成、测试和更新产品文档、实施指南及变更日志。 买家：技术写作者、专业服务与产品团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30176",
      "companyId": "YC30176",
      "title": "Outship · YC公司资料",
      "url": "https://www.ycombinator.com/companies/outship",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：记录候选人使用AI编程的过程并辅助招聘评估。 买家：企业招聘与工程管理团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30178",
      "companyId": "YC30178",
      "title": "Candor · YC公司资料",
      "url": "https://www.ycombinator.com/companies/candor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：帮助防务与深科技公司寻找并申请政府采购和资金机会。 买家：参与政府采购的科技企业。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30183",
      "companyId": "YC30183",
      "title": "Tweeks.io · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tweeksio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：按用户需求调整网站或生成Chrome插件。 买家：浏览器用户与插件创作者，按简介推定。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30185",
      "companyId": "YC30185",
      "title": "Excellence Learning · YC公司资料",
      "url": "https://www.ycombinator.com/companies/excellence-learning",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：提供自适应数学科学辅导，并向学校提供辅导和练习资料。 买家：美国家长、学生及学校。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30187",
      "companyId": "YC30187",
      "title": "Praxim · YC公司资料",
      "url": "https://www.ycombinator.com/companies/praxim",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：通过自然语言修改Word文档并控制格式和上下文。 买家：需要编辑Word文档的知识工作者。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30191",
      "companyId": "YC30191",
      "title": "Partcl · YC公司资料",
      "url": "https://www.ycombinator.com/companies/partcl",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。 主营复核：用物理约束模型与GPU加速芯片设计自动化。 买家：芯片设计与工程团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30202",
      "companyId": "YC30202",
      "title": "Astro · YC公司资料",
      "url": "https://www.ycombinator.com/companies/astro",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：为AI数据中心开发具有电力条件的土地，用模型筛选地点。 买家：AI数据中心开发商及基础设施运营方。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30203",
      "companyId": "YC30203",
      "title": "Vocality Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/vocality-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：为医疗场景提供语音和视频语言翻译。 买家：医院、诊所与医生。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30214",
      "companyId": "YC30214",
      "title": "Ovlo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ovlo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：为伦敦初创企业提供创始人主导的招聘服务。 买家：伦敦初创企业。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30215",
      "companyId": "YC30215",
      "title": "Contrario · YC公司资料",
      "url": "https://www.ycombinator.com/companies/contrario",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：结合专业招聘顾问网络与AI，协助企业招聘和人才匹配。 买家：初创企业招聘团队与专业招聘顾问。 公司称不足六个月年化收入超过600万（原文$）、向招聘顾问支付超过100万、安置超过150人，超过200家企业采用。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 年化收入不是明确ARR；未说明币种、精确截至日和总额/净额口径，早期发布中的较小采用数字不重复作为当前值。"
    },
    {
      "id": "YC-E-30221",
      "companyId": "YC30221",
      "title": "A1Zap by A1Base · YC公司资料",
      "url": "https://www.ycombinator.com/companies/a1zap-by-a1base",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：让用户创建并分享工具、游戏、聊天机器人和互动体验。 买家：朋友、学生与校园社群。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30222",
      "companyId": "YC30222",
      "title": "Altrina · YC公司资料",
      "url": "https://www.ycombinator.com/companies/altrina",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：跨政府、法律、保险等组织自动化标准作业流程。 买家：有重复内部流程的组织和企业。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30223",
      "companyId": "YC30223",
      "title": "a0.dev · YC公司资料",
      "url": "https://www.ycombinator.com/companies/a0-dev",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：生成React Native项目以加速移动应用开发。 买家：移动应用开发者。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30225",
      "companyId": "YC30225",
      "title": "Trava · YC公司资料",
      "url": "https://www.ycombinator.com/companies/trava",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：审计海关条目并辅助商品分类等全球贸易合规工作。 买家：进口商与贸易合规团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30227",
      "companyId": "YC30227",
      "title": "Caseflood.ai · YC公司资料",
      "url": "https://www.ycombinator.com/companies/caseflood-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：面向律师事务所的客户接待业务。 买家：律师事务所，按简介定位。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30229",
      "companyId": "YC30229",
      "title": "Ladder · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ladderai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：为上门销售记录会话、辅助复盘、成交与线索生成。 买家：上门销售人员及管理团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。"
    },
    {
      "id": "YC-E-30231",
      "companyId": "YC30231",
      "title": "Paragon · YC公司资料",
      "url": "https://www.ycombinator.com/companies/deployparagon",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：为分销商和制造商提供增长与收入运营自动化。 买家：分销商和制造企业。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 简介称AI增长引擎，具体工作流、定价与客户成果待核"
    },
    {
      "id": "YC-E-30234",
      "companyId": "YC30234",
      "title": "Adam · YC公司资料",
      "url": "https://www.ycombinator.com/companies/adam",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：开发用于机械工程任务的端到端Agent。 买家：机械工程师与工程团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 官方简介仅说明研发方向；产品能力和商业交付待核"
    },
    {
      "id": "YC-E-30235",
      "companyId": "YC30235",
      "title": "Rally · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rally-3",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：为车队企业整合支付、记账、授信和司机薪资工作流。 买家：配送、建筑和现场服务等车队运营企业。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述欧洲车队金融平台；万亿欧元是市场支出，不是公司收入"
    },
    {
      "id": "YC-E-30236",
      "companyId": "YC30236",
      "title": "Tergle · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tergle",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：尝试以AI执行审计工作。 买家：审计团队或需要审计的企业，按任务推定。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 只有替代审计员的简短定位；具体产品、买家和审计效果待核"
    },
    {
      "id": "YC-E-30239",
      "companyId": "YC30239",
      "title": "Cardamon · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cardamon",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：读取金融监管规则并整理适用义务和产品合规要求。 买家：受监管金融企业的合规与产品团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述合规平台；完成速度与正确性未经独立测试"
    },
    {
      "id": "YC-E-30242",
      "companyId": "YC30242",
      "title": "Oki · YC公司资料",
      "url": "https://www.ycombinator.com/companies/oki",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：提供保存个人数据与上下文的Oki Home记忆计算设备。 买家：需要个人智能和数据存储的消费者。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述用户自有硬件方向；出货、定价与运行效果待核"
    },
    {
      "id": "YC-E-30243",
      "companyId": "YC30243",
      "title": "Cifrato · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cifrato",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：用Agent处理发票录入、支付对账、税务申报和财务查询。 买家：企业财务、会计与财务负责人。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述端到端会计工作流；并非已验证的全自动交付"
    },
    {
      "id": "YC-E-30249",
      "companyId": "YC30249",
      "title": "HealthKey · YC公司资料",
      "url": "https://www.ycombinator.com/companies/healthkey",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：将诊所已有患者与临床试验资格条件匹配并辅助预筛查。 买家：医生诊所与临床试验招募团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述患者筛查工具；药企向诊所付款不等于HealthKey收入"
    },
    {
      "id": "YC-E-30250",
      "companyId": "YC30250",
      "title": "10x · YC公司资料",
      "url": "https://www.ycombinator.com/companies/10x",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：连接牙科患者数据库，用AI电话和短信召回患者并预约治疗。 买家：牙科诊所运营团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述预约与患者召回工具；诊所新增收入不是平台收入"
    },
    {
      "id": "YC-E-30254",
      "companyId": "YC30254",
      "title": "HUD · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hud",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：帮助企业构建强化学习环境和后训练数据集。 买家：数据创业者、模型团队和AI实验室。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述有50多家企业采用；采用数不等于付费客户数或收入"
    },
    {
      "id": "YC-E-30260",
      "companyId": "YC30260",
      "title": "Macadamia · YC公司资料",
      "url": "https://www.ycombinator.com/companies/macadamia",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：连接工程数据和技术文档，自动化工程项目与相关业务流程。 买家：机械工程、制造和建筑企业。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述工程Agent；具体集成、任务效果与合同规模待核"
    },
    {
      "id": "YC-E-30265",
      "companyId": "YC30265",
      "title": "Harbera · YC公司资料",
      "url": "https://www.ycombinator.com/companies/harbera",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：协助诊所处理保险入网、协议费率和到账核对。 买家：医疗诊所及其保险结算团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述医疗保险协作软件；入网成功率和回款改善待核"
    },
    {
      "id": "YC-E-30268",
      "companyId": "YC30268",
      "title": "AthenaHQ · YC公司资料",
      "url": "https://www.ycombinator.com/companies/athenahq",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：监测品牌在生成式搜索答案中的可见性、引用和推荐并辅助优化。 买家：品牌营销与搜索增长团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述GEO/AEO平台；市场预测和团队履历不当产品效果证据"
    },
    {
      "id": "YC-E-30272",
      "companyId": "YC30272",
      "title": "Lucidic AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lucidic-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：为Agent定制记忆、技能、求助和经验学习机制。 买家：Agent开发者和部署团队，按产品任务推定。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述学习系统研发；不是已验证的新基础模型或商业能力"
    },
    {
      "id": "YC-E-30274",
      "companyId": "YC30274",
      "title": "Trata · YC公司资料",
      "url": "https://www.ycombinator.com/companies/trata",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：用Agent访谈分析师、撰写研究并以订阅分发投资研究。 买家：对冲基金和投资研究团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 官方简介明确订阅交付，订阅价格、收入和研究质量未知"
    },
    {
      "id": "YC-E-30284",
      "companyId": "YC30284",
      "title": "Exla · YC公司资料",
      "url": "https://www.ycombinator.com/companies/exla",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：分析生产日志、链路和部署信息，定位异常提交并提出修复PR。 买家：软件工程与生产可靠性团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述SRE Agent；全天候运行和定位修复能力未复测"
    },
    {
      "id": "YC-E-30287",
      "companyId": "YC30287",
      "title": "Calltree · YC公司资料",
      "url": "https://www.ycombinator.com/companies/calltree",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：为呼叫中心提供可接听语音、聊天并操作内部工具的AI客服。 买家：企业呼叫中心与客服运营团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述支持内部CRM和仪表盘；解决率及人工替代程度待核"
    },
    {
      "id": "YC-E-30289",
      "companyId": "YC30289",
      "title": "Sherpa Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sherpa-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：从事前沿模型数据相关业务，具体产品未说明。 买家：公开简介不足，买家待核。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 仅有Frontier Data标语及强化学习、数据标注标签；保留基础设施暂分类"
    },
    {
      "id": "YC-E-30290",
      "companyId": "YC30290",
      "title": "Tire Swing · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tire-swing",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。 主营复核：评估保障性住房申请人和住户资格，管理首次及续期认证。 买家：公共和私人保障性住房运营商及合规团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述资格认证软件；准确性、审计替代效果和收入未知"
    },
    {
      "id": "YC-E-30292",
      "companyId": "YC30292",
      "title": "Mesh · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mesh-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。 主营复核：从应付账款邮箱、协作消息和历史分录生成月末应计信息。 买家：中大型企业财务团队。",
      "limitation": "成立年、团队及业务为公司自述；主营分类已人工复核，具体交付、收入和性能未独立验证。 公司自述自动化90%并缩短关账时间；属于性能宣传，不是收入或独立评测"
    },
    {
      "id": "YC-E-30294",
      "companyId": "YC30294",
      "title": "Sennu AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sennu-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30296",
      "companyId": "YC30296",
      "title": "Peppr AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/peppr-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30297",
      "companyId": "YC30297",
      "title": "OpenIntake · YC公司资料",
      "url": "https://www.ycombinator.com/companies/openintake",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30299",
      "companyId": "YC30299",
      "title": "Miyagi Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/miyagi-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30302",
      "companyId": "YC30302",
      "title": "Misprint · YC公司资料",
      "url": "https://www.ycombinator.com/companies/misprint",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "结合机器学习估价与买卖撮合的收藏卡交易市场。 简介的50万ARR属于创始人此前卖卡业务；发布帖明确该业务在Misprint构想之前，不认作平台ARR。",
      "limitation": "公司自述，非独立审计；金额币种、日历截止日和业务归属按核查记录保留缺项。"
    },
    {
      "id": "YC-E-30303",
      "companyId": "YC30303",
      "title": "AfterQuery · YC公司资料",
      "url": "https://www.ycombinator.com/companies/afterquery",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30314",
      "companyId": "YC30314",
      "title": "Pinch · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pinch",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30317",
      "companyId": "YC30317",
      "title": "Permitify · YC公司资料",
      "url": "https://www.ycombinator.com/companies/permitify",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30318",
      "companyId": "YC30318",
      "title": "Wildcard · YC公司资料",
      "url": "https://www.ycombinator.com/companies/wildcard",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30324",
      "companyId": "YC30324",
      "title": "Rebolt · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rebolt",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30329",
      "companyId": "YC30329",
      "title": "Waffle · YC公司资料",
      "url": "https://www.ycombinator.com/companies/waffle",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30340",
      "companyId": "YC30340",
      "title": "TamLabs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tamlabs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30350",
      "companyId": "YC30350",
      "title": "TrainLoop · YC公司资料",
      "url": "https://www.ycombinator.com/companies/trainloop",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30351",
      "companyId": "YC30351",
      "title": "Thirdlayer · YC公司资料",
      "url": "https://www.ycombinator.com/companies/thirdlayer",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30352",
      "companyId": "YC30352",
      "title": "Monte · YC公司资料",
      "url": "https://www.ycombinator.com/companies/monte",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30353",
      "companyId": "YC30353",
      "title": "Axal · YC公司资料",
      "url": "https://www.ycombinator.com/companies/axal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30354",
      "companyId": "YC30354",
      "title": "Artifact · YC公司资料",
      "url": "https://www.ycombinator.com/companies/artifact-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30356",
      "companyId": "YC30356",
      "title": "Artil · YC公司资料",
      "url": "https://www.ycombinator.com/companies/artil",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30362",
      "companyId": "YC30362",
      "title": "Ambral · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ambral",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30364",
      "companyId": "YC30364",
      "title": "Wayline · YC公司资料",
      "url": "https://www.ycombinator.com/companies/wayline",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30384",
      "companyId": "YC30384",
      "title": "Chestnut · YC公司资料",
      "url": "https://www.ycombinator.com/companies/chestnut",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30399",
      "companyId": "YC30399",
      "title": "Frekil · YC公司资料",
      "url": "https://www.ycombinator.com/companies/frekil",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30400",
      "companyId": "YC30400",
      "title": "Plexe · YC公司资料",
      "url": "https://www.ycombinator.com/companies/plexe",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。 业务分类复核依据：从问题描述训练、评估并部署预测ML模型，主营模型构建基础设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30402",
      "companyId": "YC30402",
      "title": "Kashikoi · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kashikoi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30404",
      "companyId": "YC30404",
      "title": "Vybe · YC公司资料",
      "url": "https://www.ycombinator.com/companies/vybe",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30406",
      "companyId": "YC30406",
      "title": "BitBoard · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bitboard",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30407",
      "companyId": "YC30407",
      "title": "Golf · YC公司资料",
      "url": "https://www.ycombinator.com/companies/golf",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30411",
      "companyId": "YC30411",
      "title": "cubic · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cubic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30413",
      "companyId": "YC30413",
      "title": "Serafis · YC公司资料",
      "url": "https://www.ycombinator.com/companies/serafis",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30415",
      "companyId": "YC30415",
      "title": "Avallon AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/avallon-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30418",
      "companyId": "YC30418",
      "title": "Kanava AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kanava-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30419",
      "companyId": "YC30419",
      "title": "Minerva · YC公司资料",
      "url": "https://www.ycombinator.com/companies/minerva",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30422",
      "companyId": "YC30422",
      "title": "Galen AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/galen-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30423",
      "companyId": "YC30423",
      "title": "neoncoral · YC公司资料",
      "url": "https://www.ycombinator.com/companies/neoncoral",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30425",
      "companyId": "YC30425",
      "title": "Auctor · YC公司资料",
      "url": "https://www.ycombinator.com/companies/auctor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30426",
      "companyId": "YC30426",
      "title": "Ralo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ralo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30429",
      "companyId": "YC30429",
      "title": "Claim Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/claim-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30430",
      "companyId": "YC30430",
      "title": "Almond · YC公司资料",
      "url": "https://www.ycombinator.com/companies/almond-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30431",
      "companyId": "YC30431",
      "title": "Feyn · YC公司资料",
      "url": "https://www.ycombinator.com/companies/feyn",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30432",
      "companyId": "YC30432",
      "title": "HelixDB · YC公司资料",
      "url": "https://www.ycombinator.com/companies/helixdb",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30433",
      "companyId": "YC30433",
      "title": "The Robot Learning Company · YC公司资料",
      "url": "https://www.ycombinator.com/companies/the-robot-learning-company",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30434",
      "companyId": "YC30434",
      "title": "Zeon Systems · YC公司资料",
      "url": "https://www.ycombinator.com/companies/zeon-systems",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30435",
      "companyId": "YC30435",
      "title": "Method · YC公司资料",
      "url": "https://www.ycombinator.com/companies/method",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。 业务分类复核依据：把重复工作变成编码Agent可运行和改进的工作流，面向开发流程。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30440",
      "companyId": "YC30440",
      "title": "Sim · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sim",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30441",
      "companyId": "YC30441",
      "title": "stratify · YC公司资料",
      "url": "https://www.ycombinator.com/companies/stratify",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30443",
      "companyId": "YC30443",
      "title": "Units · YC公司资料",
      "url": "https://www.ycombinator.com/companies/units",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30444",
      "companyId": "YC30444",
      "title": "Percival · YC公司资料",
      "url": "https://www.ycombinator.com/companies/percival",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30446",
      "companyId": "YC30446",
      "title": "Kirana AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kirana-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30449",
      "companyId": "YC30449",
      "title": "Attune · YC公司资料",
      "url": "https://www.ycombinator.com/companies/attune",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30450",
      "companyId": "YC30450",
      "title": "Kestral · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kestral",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30451",
      "companyId": "YC30451",
      "title": "Bluejay · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bluejay",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30455",
      "companyId": "YC30455",
      "title": "Paper Instruments · YC公司资料",
      "url": "https://www.ycombinator.com/companies/paper-instruments",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30457",
      "companyId": "YC30457",
      "title": "Trapeze · YC公司资料",
      "url": "https://www.ycombinator.com/companies/trapeze",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。 业务分类复核依据：为医生接听患者电话并安排就诊，服务医疗机构流程。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30458",
      "companyId": "YC30458",
      "title": "Jeevy Fabrication · YC公司资料",
      "url": "https://www.ycombinator.com/companies/jeevy-fabrication",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30461",
      "companyId": "YC30461",
      "title": "Combinely · YC公司资料",
      "url": "https://www.ycombinator.com/companies/combinely",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30462",
      "companyId": "YC30462",
      "title": "Freesolo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/freesolo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30463",
      "companyId": "YC30463",
      "title": "Tegore · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tegore",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30464",
      "companyId": "YC30464",
      "title": "Sixtyfour · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sixtyfour",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30465",
      "companyId": "YC30465",
      "title": "Photonium · YC公司资料",
      "url": "https://www.ycombinator.com/companies/photonium",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30466",
      "companyId": "YC30466",
      "title": "Labric · YC公司资料",
      "url": "https://www.ycombinator.com/companies/labric",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30468",
      "companyId": "YC30468",
      "title": "Clidey · YC公司资料",
      "url": "https://www.ycombinator.com/companies/clidey",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30469",
      "companyId": "YC30469",
      "title": "HABIT · YC公司资料",
      "url": "https://www.ycombinator.com/companies/habit",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30471",
      "companyId": "YC30471",
      "title": "Kaizen · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kaizen",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。 业务分类复核依据：处理医疗转诊、保险核验、预授权与医师资质，面向医疗服务商。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30474",
      "companyId": "YC30474",
      "title": "RunRL · YC公司资料",
      "url": "https://www.ycombinator.com/companies/runrl",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30475",
      "companyId": "YC30475",
      "title": "Morphik · YC公司资料",
      "url": "https://www.ycombinator.com/companies/morphik",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30476",
      "companyId": "YC30476",
      "title": "Nomi · YC公司资料",
      "url": "https://www.ycombinator.com/companies/nomi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30477",
      "companyId": "YC30477",
      "title": "Casco · YC公司资料",
      "url": "https://www.ycombinator.com/companies/casco",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30479",
      "companyId": "YC30479",
      "title": "Crimson · YC公司资料",
      "url": "https://www.ycombinator.com/companies/crimson",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30480",
      "companyId": "YC30480",
      "title": "Flott HQ · YC公司资料",
      "url": "https://www.ycombinator.com/companies/flott-hq",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30482",
      "companyId": "YC30482",
      "title": "Lucis · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lucis",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30485",
      "companyId": "YC30485",
      "title": "Anana · YC公司资料",
      "url": "https://www.ycombinator.com/companies/anana",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30488",
      "companyId": "YC30488",
      "title": "Theta · YC公司资料",
      "url": "https://www.ycombinator.com/companies/theta",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30491",
      "companyId": "YC30491",
      "title": "Novoflow · YC公司资料",
      "url": "https://www.ycombinator.com/companies/novoflow",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30496",
      "companyId": "YC30496",
      "title": "QualGent · YC公司资料",
      "url": "https://www.ycombinator.com/companies/qualgent",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30497",
      "companyId": "YC30497",
      "title": "Human Behavior · YC公司资料",
      "url": "https://www.ycombinator.com/companies/human-behavior",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30498",
      "companyId": "YC30498",
      "title": "Alkali · YC公司资料",
      "url": "https://www.ycombinator.com/companies/alkali",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30500",
      "companyId": "YC30500",
      "title": "Besimple AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/besimple-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30501",
      "companyId": "YC30501",
      "title": "Cartpole · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cartpole",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30503",
      "companyId": "YC30503",
      "title": "Vesence · YC公司资料",
      "url": "https://www.ycombinator.com/companies/vesence",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30506",
      "companyId": "YC30506",
      "title": "Klavis AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/klavis-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30509",
      "companyId": "YC30509",
      "title": "Boost Robotics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/boost-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30510",
      "companyId": "YC30510",
      "title": "Cactus Compute · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cactus-compute",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30511",
      "companyId": "YC30511",
      "title": "Vassar Robotics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/vassar-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30515",
      "companyId": "YC30515",
      "title": "Cashew Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cashew-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30517",
      "companyId": "YC30517",
      "title": "ValueMate · YC公司资料",
      "url": "https://www.ycombinator.com/companies/valuemate",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30518",
      "companyId": "YC30518",
      "title": "Orchid · YC公司资料",
      "url": "https://www.ycombinator.com/companies/orchid-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30521",
      "companyId": "YC30521",
      "title": "Kairos · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kairos",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30523",
      "companyId": "YC30523",
      "title": "Mesmer · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mesmer",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30524",
      "companyId": "YC30524",
      "title": "Lapel · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lapel",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30526",
      "companyId": "YC30526",
      "title": "chrt · YC公司资料",
      "url": "https://www.ycombinator.com/companies/chrt",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30527",
      "companyId": "YC30527",
      "title": "MindFort · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mindfort",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30529",
      "companyId": "YC30529",
      "title": "Adentris · YC公司资料",
      "url": "https://www.ycombinator.com/companies/adentris",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30532",
      "companyId": "YC30532",
      "title": "Nimbic AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/nimbic-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30539",
      "companyId": "YC30539",
      "title": "mlop · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mlop",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30540",
      "companyId": "YC30540",
      "title": "Lumari · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lumari",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30541",
      "companyId": "YC30541",
      "title": "Code Four · YC公司资料",
      "url": "https://www.ycombinator.com/companies/code-four",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30542",
      "companyId": "YC30542",
      "title": "Linewise · YC公司资料",
      "url": "https://www.ycombinator.com/companies/linewise",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30545",
      "companyId": "YC30545",
      "title": "StarSling · YC公司资料",
      "url": "https://www.ycombinator.com/companies/starsling",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30548",
      "companyId": "YC30548",
      "title": "Theorem · YC公司资料",
      "url": "https://www.ycombinator.com/companies/theorem-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30549",
      "companyId": "YC30549",
      "title": "Airweave · YC公司资料",
      "url": "https://www.ycombinator.com/companies/airweave",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30552",
      "companyId": "YC30552",
      "title": "sieve · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sieveai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30553",
      "companyId": "YC30553",
      "title": "Blueshoe · YC公司资料",
      "url": "https://www.ycombinator.com/companies/blueshoe",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30554",
      "companyId": "YC30554",
      "title": "Bond · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bond",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30557",
      "companyId": "YC30557",
      "title": "Aegis · YC公司资料",
      "url": "https://www.ycombinator.com/companies/aegis",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30559",
      "companyId": "YC30559",
      "title": "Godela · YC公司资料",
      "url": "https://www.ycombinator.com/companies/godela",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。 业务分类复核依据：用AI物理引擎替代工程仿真和实体原型，面向实体产品研发。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30561",
      "companyId": "YC30561",
      "title": "Sureform · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sureform",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30562",
      "companyId": "YC30562",
      "title": "Docket · YC公司资料",
      "url": "https://www.ycombinator.com/companies/docket",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30566",
      "companyId": "YC30566",
      "title": "Preseen · YC公司资料",
      "url": "https://www.ycombinator.com/companies/preseen",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。 业务分类复核依据：预测全球宏观事件，属于专业预测决策应用；具体买家尚待核实。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30569",
      "companyId": "YC30569",
      "title": "Fifth Door · YC公司资料",
      "url": "https://www.ycombinator.com/companies/fifth-door",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30582",
      "companyId": "YC30582",
      "title": "Pingo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pingo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30591",
      "companyId": "YC30591",
      "title": "Autonomous Technologies Group · YC公司资料",
      "url": "https://www.ycombinator.com/companies/autonomous-technologies-group",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30602",
      "companyId": "YC30602",
      "title": "Meteor Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/meteor-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30603",
      "companyId": "YC30603",
      "title": "Closera · YC公司资料",
      "url": "https://www.ycombinator.com/companies/closera",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30605",
      "companyId": "YC30605",
      "title": "Dedalus Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/dedalus-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30606",
      "companyId": "YC30606",
      "title": "Acrely · YC公司资料",
      "url": "https://www.ycombinator.com/companies/acrely",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30607",
      "companyId": "YC30607",
      "title": "The Prompting Company · YC公司资料",
      "url": "https://www.ycombinator.com/companies/the-prompting-company",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。 业务分类复核依据：帮助产品被AI发现和推荐，并测试代理使用体验，主营获客及产品曝光。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30608",
      "companyId": "YC30608",
      "title": "MangoDesk · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mangodesk",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30610",
      "companyId": "YC30610",
      "title": "TraceRoot.AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/traceroot-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30613",
      "companyId": "YC30613",
      "title": "Blank Bio · YC公司资料",
      "url": "https://www.ycombinator.com/companies/blank-bio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30614",
      "companyId": "YC30614",
      "title": "Astor · YC公司资料",
      "url": "https://www.ycombinator.com/companies/astor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30615",
      "companyId": "YC30615",
      "title": "Lanesurf · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lanesurf",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30620",
      "companyId": "YC30620",
      "title": "Bidflow · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bidflow",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30622",
      "companyId": "YC30622",
      "title": "Liva AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/liva-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30623",
      "companyId": "YC30623",
      "title": "Playgent · YC公司资料",
      "url": "https://www.ycombinator.com/companies/playgent",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30624",
      "companyId": "YC30624",
      "title": "Verne Robotics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/verne-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30625",
      "companyId": "YC30625",
      "title": "LLM Stats · YC公司资料",
      "url": "https://www.ycombinator.com/companies/llm-stats",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30626",
      "companyId": "YC30626",
      "title": "ContextFort · YC公司资料",
      "url": "https://www.ycombinator.com/companies/contextfort",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30628",
      "companyId": "YC30628",
      "title": "Datafruit · YC公司资料",
      "url": "https://www.ycombinator.com/companies/datafruit",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30629",
      "companyId": "YC30629",
      "title": "Topological · YC公司资料",
      "url": "https://www.ycombinator.com/companies/topological",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30630",
      "companyId": "YC30630",
      "title": "Lark · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lark",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30634",
      "companyId": "YC30634",
      "title": "Bitrig · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bitrig",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30636",
      "companyId": "YC30636",
      "title": "EffiGov · YC公司资料",
      "url": "https://www.ycombinator.com/companies/effigov",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30637",
      "companyId": "YC30637",
      "title": "Design Arena · YC公司资料",
      "url": "https://www.ycombinator.com/companies/design-arena",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30638",
      "companyId": "YC30638",
      "title": "Lotas · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lotas",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30640",
      "companyId": "YC30640",
      "title": "Monarcha · YC公司资料",
      "url": "https://www.ycombinator.com/companies/monarcha",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30641",
      "companyId": "YC30641",
      "title": "Overdrive Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/overdrive-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30642",
      "companyId": "YC30642",
      "title": "Orange Slice · YC公司资料",
      "url": "https://www.ycombinator.com/companies/orange-slice",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30643",
      "companyId": "YC30643",
      "title": "Nuntius · YC公司资料",
      "url": "https://www.ycombinator.com/companies/nuntius",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30644",
      "companyId": "YC30644",
      "title": "Wafer · YC公司资料",
      "url": "https://www.ycombinator.com/companies/wafer",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。 业务分类复核依据：优化GPU内核并提供模型推理服务，主营模型执行性能。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30645",
      "companyId": "YC30645",
      "title": "Panels · YC公司资料",
      "url": "https://www.ycombinator.com/companies/panels",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30646",
      "companyId": "YC30646",
      "title": "Humwork · YC公司资料",
      "url": "https://www.ycombinator.com/companies/humwork",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30647",
      "companyId": "YC30647",
      "title": "Cyberdesk · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cyberdesk",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30648",
      "companyId": "YC30648",
      "title": "Janet AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tryjanet",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30649",
      "companyId": "YC30649",
      "title": "Lilac · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lilac",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30650",
      "companyId": "YC30650",
      "title": "Imprezia · YC公司资料",
      "url": "https://www.ycombinator.com/companies/imprezia",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30651",
      "companyId": "YC30651",
      "title": "Alter · YC公司资料",
      "url": "https://www.ycombinator.com/companies/alter",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30652",
      "companyId": "YC30652",
      "title": "OnDeck AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ondeck-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30655",
      "companyId": "YC30655",
      "title": "Frizzle · YC公司资料",
      "url": "https://www.ycombinator.com/companies/frizzle",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30657",
      "companyId": "YC30657",
      "title": "Nori · YC公司资料",
      "url": "https://www.ycombinator.com/companies/nori",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30659",
      "companyId": "YC30659",
      "title": "Proliferate · YC公司资料",
      "url": "https://www.ycombinator.com/companies/proliferate",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30660",
      "companyId": "YC30660",
      "title": "Magnitude · YC公司资料",
      "url": "https://www.ycombinator.com/companies/magnitude",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30661",
      "companyId": "YC30661",
      "title": "Stockline · YC公司资料",
      "url": "https://www.ycombinator.com/companies/stockline",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30662",
      "companyId": "YC30662",
      "title": "DeepAware AI (Robotics Center of Silicon Valley) · YC公司资料",
      "url": "https://www.ycombinator.com/companies/deepaware-ai-robotics-center-of-silicon-valley",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30663",
      "companyId": "YC30663",
      "title": "Tesora · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tesora",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30665",
      "companyId": "YC30665",
      "title": "Pangolin · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pangolin",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30666",
      "companyId": "YC30666",
      "title": "CareSwift · YC公司资料",
      "url": "https://www.ycombinator.com/companies/careswift",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30668",
      "companyId": "YC30668",
      "title": "Wedge · YC公司资料",
      "url": "https://www.ycombinator.com/companies/wedge",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30669",
      "companyId": "YC30669",
      "title": "Slashy · YC公司资料",
      "url": "https://www.ycombinator.com/companies/slashy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30672",
      "companyId": "YC30672",
      "title": "Induction Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/induction-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：研发能从观察持续学习的基础模型，属于模型研究。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30673",
      "companyId": "YC30673",
      "title": "Nexa Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/nexa-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30675",
      "companyId": "YC30675",
      "title": "BootLoop · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bootloop",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30676",
      "companyId": "YC30676",
      "title": "Stellon Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/stellon-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30677",
      "companyId": "YC30677",
      "title": "Kalinda · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kalinda",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30680",
      "companyId": "YC30680",
      "title": "Riverbank · YC公司资料",
      "url": "https://www.ycombinator.com/companies/riverbank",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30681",
      "companyId": "YC30681",
      "title": "Conviction · YC公司资料",
      "url": "https://www.ycombinator.com/companies/conviction",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30683",
      "companyId": "YC30683",
      "title": "Theora · YC公司资料",
      "url": "https://www.ycombinator.com/companies/theora",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30684",
      "companyId": "YC30684",
      "title": "Doe · YC公司资料",
      "url": "https://www.ycombinator.com/companies/doe",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30685",
      "companyId": "YC30685",
      "title": "IronLedger.ai · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ironledger-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30686",
      "companyId": "YC30686",
      "title": "OneStop · YC公司资料",
      "url": "https://www.ycombinator.com/companies/onestop",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。 保留待分类依据：目前只说明纽约本地分类信息网络，未说明AI具体作用或主要客户。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30687",
      "companyId": "YC30687",
      "title": "Trace · YC公司资料",
      "url": "https://www.ycombinator.com/companies/trace-so",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30688",
      "companyId": "YC30688",
      "title": "Fulcrum · YC公司资料",
      "url": "https://www.ycombinator.com/companies/fulcrum",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30689",
      "companyId": "YC30689",
      "title": "b12 Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/b12-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30690",
      "companyId": "YC30690",
      "title": "Flai · YC公司资料",
      "url": "https://www.ycombinator.com/companies/flai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。 业务分类复核依据：为汽车经销商处理来电、试驾和售后预约，属于行业专用运营应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30691",
      "companyId": "YC30691",
      "title": "Embedder · YC公司资料",
      "url": "https://www.ycombinator.com/companies/embedder",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30694",
      "companyId": "YC30694",
      "title": "Epicenter · YC公司资料",
      "url": "https://www.ycombinator.com/companies/epicenter",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30695",
      "companyId": "YC30695",
      "title": "Channel3 · YC公司资料",
      "url": "https://www.ycombinator.com/companies/channel3",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30696",
      "companyId": "YC30696",
      "title": "GhostEye · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ghosteye",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30697",
      "companyId": "YC30697",
      "title": "Normal · YC公司资料",
      "url": "https://www.ycombinator.com/companies/normal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30698",
      "companyId": "YC30698",
      "title": "Comena · YC公司资料",
      "url": "https://www.ycombinator.com/companies/comena",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30699",
      "companyId": "YC30699",
      "title": "VibeFlow · YC公司资料",
      "url": "https://www.ycombinator.com/companies/vibeflow",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30700",
      "companyId": "YC30700",
      "title": "Nozomio · YC公司资料",
      "url": "https://www.ycombinator.com/companies/nozomio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30701",
      "companyId": "YC30701",
      "title": "Mimos · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mimos",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30702",
      "companyId": "YC30702",
      "title": "TwentyTwo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/twentytwo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30703",
      "companyId": "YC30703",
      "title": "Physical Turing · YC公司资料",
      "url": "https://www.ycombinator.com/companies/physical-turing",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30707",
      "companyId": "YC30707",
      "title": "Phases · YC公司资料",
      "url": "https://www.ycombinator.com/companies/phases",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。 保留待分类依据：公开简介只有面向物理世界的AI，无法确定具体产品与买家。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30709",
      "companyId": "YC30709",
      "title": "Novaflow · YC公司资料",
      "url": "https://www.ycombinator.com/companies/novaflow",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30710",
      "companyId": "YC30710",
      "title": "Manufact · YC公司资料",
      "url": "https://www.ycombinator.com/companies/manufact",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30712",
      "companyId": "YC30712",
      "title": "Relling · YC公司资料",
      "url": "https://www.ycombinator.com/companies/relling",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30715",
      "companyId": "YC30715",
      "title": "Autumn · YC公司资料",
      "url": "https://www.ycombinator.com/companies/autumn-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30716",
      "companyId": "YC30716",
      "title": "Finto · YC公司资料",
      "url": "https://www.ycombinator.com/companies/finto-de",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30717",
      "companyId": "YC30717",
      "title": "Iron Grid · YC公司资料",
      "url": "https://www.ycombinator.com/companies/iron-grid",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30719",
      "companyId": "YC30719",
      "title": "ProcIndex · YC公司资料",
      "url": "https://www.ycombinator.com/companies/procindex",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30720",
      "companyId": "YC30720",
      "title": "Autosana · YC公司资料",
      "url": "https://www.ycombinator.com/companies/autosana",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30721",
      "companyId": "YC30721",
      "title": "Knowlify · YC公司资料",
      "url": "https://www.ycombinator.com/companies/knowlify",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30722",
      "companyId": "YC30722",
      "title": "Omnara · YC公司资料",
      "url": "https://www.ycombinator.com/companies/omnara",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30723",
      "companyId": "YC30723",
      "title": "Miso Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/miso-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30724",
      "companyId": "YC30724",
      "title": "Risely AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/risely-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "接入高校学生、教学与客户系统，自动化学生顾问及行政工作。 披露上线六周达到8千MRR，但无日历截止日和币种代码；创始人过往业绩及教育市场支出不归本公司收入。",
      "limitation": "公司自述，非独立审计；金额币种、日历截止日和业务归属按核查记录保留缺项。"
    },
    {
      "id": "YC-E-30726",
      "companyId": "YC30726",
      "title": "Socratix AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/socratix-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30727",
      "companyId": "YC30727",
      "title": "Alara · YC公司资料",
      "url": "https://www.ycombinator.com/companies/alara",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30728",
      "companyId": "YC30728",
      "title": "OS3 · YC公司资料",
      "url": "https://www.ycombinator.com/companies/os3",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30730",
      "companyId": "YC30730",
      "title": "idler · YC公司资料",
      "url": "https://www.ycombinator.com/companies/idler",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30731",
      "companyId": "YC30731",
      "title": "Maximal · YC公司资料",
      "url": "https://www.ycombinator.com/companies/maximal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30732",
      "companyId": "YC30732",
      "title": "Humoniq · YC公司资料",
      "url": "https://www.ycombinator.com/companies/humoniq",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30734",
      "companyId": "YC30734",
      "title": "Avelis Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/avelis-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30735",
      "companyId": "YC30735",
      "title": "Evergrove · YC公司资料",
      "url": "https://www.ycombinator.com/companies/evergrove",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30736",
      "companyId": "YC30736",
      "title": "PARES AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pares-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30737",
      "companyId": "YC30737",
      "title": "Foresight · YC公司资料",
      "url": "https://www.ycombinator.com/companies/foresight",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30739",
      "companyId": "YC30739",
      "title": "Quotain · YC公司资料",
      "url": "https://www.ycombinator.com/companies/quotain",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30740",
      "companyId": "YC30740",
      "title": "Metis · YC公司资料",
      "url": "https://www.ycombinator.com/companies/metis",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30741",
      "companyId": "YC30741",
      "title": "F4 Industries · YC公司资料",
      "url": "https://www.ycombinator.com/companies/f4-industries",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30742",
      "companyId": "YC30742",
      "title": "Sira · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sira",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30743",
      "companyId": "YC30743",
      "title": "Opennote · YC公司资料",
      "url": "https://www.ycombinator.com/companies/opennote",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30744",
      "companyId": "YC30744",
      "title": "SigmanticAI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sigmanticai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30747",
      "companyId": "YC30747",
      "title": "Convexia · YC公司资料",
      "url": "https://www.ycombinator.com/companies/convexia",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30748",
      "companyId": "YC30748",
      "title": "Pleom · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pleom",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30749",
      "companyId": "YC30749",
      "title": "Fernstone · YC公司资料",
      "url": "https://www.ycombinator.com/companies/fernstone",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30754",
      "companyId": "YC30754",
      "title": "Locata · YC公司资料",
      "url": "https://www.ycombinator.com/companies/locata",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30756",
      "companyId": "YC30756",
      "title": "Notte · YC公司资料",
      "url": "https://www.ycombinator.com/companies/notte",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30759",
      "companyId": "YC30759",
      "title": "Certus AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/certus-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30762",
      "companyId": "YC30762",
      "title": "KERNEL · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kernel",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30763",
      "companyId": "YC30763",
      "title": "Rebulk · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rebulk",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30765",
      "companyId": "YC30765",
      "title": "Pollen · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pollen",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30768",
      "companyId": "YC30768",
      "title": "Okibi · YC公司资料",
      "url": "https://www.ycombinator.com/companies/okibi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30770",
      "companyId": "YC30770",
      "title": "Button Computer · YC公司资料",
      "url": "https://www.ycombinator.com/companies/button-computer",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30774",
      "companyId": "YC30774",
      "title": "CLODO · YC公司资料",
      "url": "https://www.ycombinator.com/companies/clodo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30775",
      "companyId": "YC30775",
      "title": "Fleetline · YC公司资料",
      "url": "https://www.ycombinator.com/companies/fleetline",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30779",
      "companyId": "YC30779",
      "title": "Smartbase · YC公司资料",
      "url": "https://www.ycombinator.com/companies/smartbase",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30782",
      "companyId": "YC30782",
      "title": "TectoAI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tectoai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30785",
      "companyId": "YC30785",
      "title": "RowFlow · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rowflow",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30789",
      "companyId": "YC30789",
      "title": "Interfere · YC公司资料",
      "url": "https://www.ycombinator.com/companies/interfere",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30791",
      "companyId": "YC30791",
      "title": "Spotlight Realty · YC公司资料",
      "url": "https://www.ycombinator.com/companies/spotlight-realty",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30792",
      "companyId": "YC30792",
      "title": "Bizzy AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/geo-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30794",
      "companyId": "YC30794",
      "title": "Vulcan Technologies · YC公司资料",
      "url": "https://www.ycombinator.com/companies/vulcan-technologies",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30795",
      "companyId": "YC30795",
      "title": "NOSO LABS · YC公司资料",
      "url": "https://www.ycombinator.com/companies/noso-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。 业务分类复核依据：协助上门服务技师诊断、销售与文书处理，面向特定服务行业。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30796",
      "companyId": "YC30796",
      "title": "Sapien · YC公司资料",
      "url": "https://www.ycombinator.com/companies/outrove",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。 业务分类复核依据：模拟人群反应供企业及政府评估产品、价格和政策，主营通用决策研究。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30797",
      "companyId": "YC30797",
      "title": "Veritus · YC公司资料",
      "url": "https://www.ycombinator.com/companies/veritus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30799",
      "companyId": "YC30799",
      "title": "Avent · YC公司资料",
      "url": "https://www.ycombinator.com/companies/avent",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30802",
      "companyId": "YC30802",
      "title": "Freya · YC公司资料",
      "url": "https://www.ycombinator.com/companies/freya",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30804",
      "companyId": "YC30804",
      "title": "Luminal · YC公司资料",
      "url": "https://www.ycombinator.com/companies/luminal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30812",
      "companyId": "YC30812",
      "title": "Mixy · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mixy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30816",
      "companyId": "YC30816",
      "title": "Digipals · YC公司资料",
      "url": "https://www.ycombinator.com/companies/digipals",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30818",
      "companyId": "YC30818",
      "title": "Nox Metals · YC公司资料",
      "url": "https://www.ycombinator.com/companies/nox-metals",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30822",
      "companyId": "YC30822",
      "title": "Lapis · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lapis",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30828",
      "companyId": "YC30828",
      "title": "Semiotic · YC公司资料",
      "url": "https://www.ycombinator.com/companies/semiotic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30832",
      "companyId": "YC30832",
      "title": "F2 · YC公司资料",
      "url": "https://www.ycombinator.com/companies/f2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2025。团队人数与主业务简介见公司表。 业务分类复核依据：为私募投资者做尽调、承销及组合监控，属于专业金融应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30835",
      "companyId": "YC30835",
      "title": "Brickanta · YC公司资料",
      "url": "https://www.ycombinator.com/companies/brickanta",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30844",
      "companyId": "YC30844",
      "title": "Uplane · YC公司资料",
      "url": "https://www.ycombinator.com/companies/uplane",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30845",
      "companyId": "YC30845",
      "title": "Structured AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/structured-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30847",
      "companyId": "YC30847",
      "title": "Brickwise · YC公司资料",
      "url": "https://www.ycombinator.com/companies/brickwise",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "通过电话和消息处理租客维护请求并协调维修承包商。 百万cARR出现在销售管线语境中，签约、上线和回款未确认；前公司ARR与融资均不作本公司收入。",
      "limitation": "公司自述，非独立审计；金额币种、日历截止日和业务归属按核查记录保留缺项。"
    },
    {
      "id": "YC-E-30850",
      "companyId": "YC30850",
      "title": "Zavo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/zavo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30851",
      "companyId": "YC30851",
      "title": "Sylvian · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sylvian",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30856",
      "companyId": "YC30856",
      "title": "Scoop · YC公司资料",
      "url": "https://www.ycombinator.com/companies/scoop",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30858",
      "companyId": "YC30858",
      "title": "Deeptrace · YC公司资料",
      "url": "https://www.ycombinator.com/companies/deeptrace",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。 业务分类复核依据：调查并解决生产告警与根因，属于软件运维工作。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30859",
      "companyId": "YC30859",
      "title": "Locus · YC公司资料",
      "url": "https://www.ycombinator.com/companies/locus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30860",
      "companyId": "YC30860",
      "title": "Alt-X · YC公司资料",
      "url": "https://www.ycombinator.com/companies/alt-x",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：以AI处理私募资产尽调、估值、匹配与交易，属于金融市场应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30861",
      "companyId": "YC30861",
      "title": "Caddy · YC公司资料",
      "url": "https://www.ycombinator.com/companies/caddy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30863",
      "companyId": "YC30863",
      "title": "The Context Company · YC公司资料",
      "url": "https://www.ycombinator.com/companies/the-context-company",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30864",
      "companyId": "YC30864",
      "title": "dari.dev · YC公司资料",
      "url": "https://www.ycombinator.com/companies/daridev",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30865",
      "companyId": "YC30865",
      "title": "Lunavo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lunavo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30867",
      "companyId": "YC30867",
      "title": "Soren · YC公司资料",
      "url": "https://www.ycombinator.com/companies/soren",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30868",
      "companyId": "YC30868",
      "title": "Norra · YC公司资料",
      "url": "https://www.ycombinator.com/companies/norra",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30869",
      "companyId": "YC30869",
      "title": "Kaigo Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kaigo-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30870",
      "companyId": "YC30870",
      "title": "Koyal · YC公司资料",
      "url": "https://www.ycombinator.com/companies/koyal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30871",
      "companyId": "YC30871",
      "title": "Bron · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bron",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。 业务分类复核依据：面向个人推荐体育投注并辅助下单，属于消费者应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30873",
      "companyId": "YC30873",
      "title": "Tell if AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tell-if-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30875",
      "companyId": "YC30875",
      "title": "Veria Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/veria-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30876",
      "companyId": "YC30876",
      "title": "Velum Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/velum-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30877",
      "companyId": "YC30877",
      "title": "Trelium · YC公司资料",
      "url": "https://www.ycombinator.com/companies/trelium",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30878",
      "companyId": "YC30878",
      "title": "Cranston AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cranston-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30879",
      "companyId": "YC30879",
      "title": "Hypercubic · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hypercubic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30880",
      "companyId": "YC30880",
      "title": "Nessie · YC公司资料",
      "url": "https://www.ycombinator.com/companies/nessie",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。 业务分类复核依据：汇集团队及Agent上下文并通过CLI与MCP提供记忆和迭代能力，主营Agent上下文设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30882",
      "companyId": "YC30882",
      "title": "AtlasGrid · YC公司资料",
      "url": "https://www.ycombinator.com/companies/atlasgrid",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。 业务分类复核依据：解析移动应用UI并生成产品改进建议，属于软件产品研发工具。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30883",
      "companyId": "YC30883",
      "title": "hillclimb · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hillclimb",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30885",
      "companyId": "YC30885",
      "title": "Semble · YC公司资料",
      "url": "https://www.ycombinator.com/companies/semble",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30886",
      "companyId": "YC30886",
      "title": "Clerked · YC公司资料",
      "url": "https://www.ycombinator.com/companies/clerked",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30888",
      "companyId": "YC30888",
      "title": "Lakonia · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lakonia",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30889",
      "companyId": "YC30889",
      "title": "Alder · YC公司资料",
      "url": "https://www.ycombinator.com/companies/alder",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30891",
      "companyId": "YC30891",
      "title": "SF Tensor · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sf-tensor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30894",
      "companyId": "YC30894",
      "title": "Unsiloed AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/unsiloed-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30895",
      "companyId": "YC30895",
      "title": "Allus AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/allus-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30899",
      "companyId": "YC30899",
      "title": "Sciloop · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sciloop",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30900",
      "companyId": "YC30900",
      "title": "LogosGuard · YC公司资料",
      "url": "https://www.ycombinator.com/companies/logosguard",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30903",
      "companyId": "YC30903",
      "title": "Kestrel AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kestrel-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30906",
      "companyId": "YC30906",
      "title": "Agentic Fabriq · YC公司资料",
      "url": "https://www.ycombinator.com/companies/agentic-fabriq",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30907",
      "companyId": "YC30907",
      "title": "Logical · YC公司资料",
      "url": "https://www.ycombinator.com/companies/logical",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30910",
      "companyId": "YC30910",
      "title": "Aleph Lab · YC公司资料",
      "url": "https://www.ycombinator.com/companies/aleph-lab",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30911",
      "companyId": "YC30911",
      "title": "Helonic · YC公司资料",
      "url": "https://www.ycombinator.com/companies/helonic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30912",
      "companyId": "YC30912",
      "title": "Redapto · YC公司资料",
      "url": "https://www.ycombinator.com/companies/redapto",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30913",
      "companyId": "YC30913",
      "title": "Captain · YC公司资料",
      "url": "https://www.ycombinator.com/companies/captain",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30915",
      "companyId": "YC30915",
      "title": "FinalDose · YC公司资料",
      "url": "https://www.ycombinator.com/companies/finaldose",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30916",
      "companyId": "YC30916",
      "title": "Rovr · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rovr",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30917",
      "companyId": "YC30917",
      "title": "Bravi · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bravi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30918",
      "companyId": "YC30918",
      "title": "ComplyDo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/complydo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30919",
      "companyId": "YC30919",
      "title": "Codyco · YC公司资料",
      "url": "https://www.ycombinator.com/companies/codyco",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30920",
      "companyId": "YC30920",
      "title": "Lexi · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lexi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30923",
      "companyId": "YC30923",
      "title": "Frontier Computing · YC公司资料",
      "url": "https://www.ycombinator.com/companies/frontier-computing",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：培养生物神经网络作为模型训练计算基底，主营新型训练算力。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30924",
      "companyId": "YC30924",
      "title": "Casey · YC公司资料",
      "url": "https://www.ycombinator.com/companies/casey",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30925",
      "companyId": "YC30925",
      "title": "Paceline Bio · YC公司资料",
      "url": "https://www.ycombinator.com/companies/paceline-bio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30927",
      "companyId": "YC30927",
      "title": "Oxus · YC公司资料",
      "url": "https://www.ycombinator.com/companies/oxus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30928",
      "companyId": "YC30928",
      "title": "Darwin · YC公司资料",
      "url": "https://www.ycombinator.com/companies/darwin",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30929",
      "companyId": "YC30929",
      "title": "Radius · YC公司资料",
      "url": "https://www.ycombinator.com/companies/radiusbrowser",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30930",
      "companyId": "YC30930",
      "title": "Cortex AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cortex-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30931",
      "companyId": "YC30931",
      "title": "Pixley AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pixley-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。 业务分类复核依据：把儿童绘画和构想生成动画，同时提供品牌视频服务，主营内容创作。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30936",
      "companyId": "YC30936",
      "title": "Patent Watch · YC公司资料",
      "url": "https://www.ycombinator.com/companies/patent-watch",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30937",
      "companyId": "YC30937",
      "title": "Anto Biosciences · YC公司资料",
      "url": "https://www.ycombinator.com/companies/anto-biosciences",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30938",
      "companyId": "YC30938",
      "title": "Imagine AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/imagine-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30942",
      "companyId": "YC30942",
      "title": "Scott AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/scott-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30944",
      "companyId": "YC30944",
      "title": "Prism · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tryprism",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30945",
      "companyId": "YC30945",
      "title": "Zalos · YC公司资料",
      "url": "https://www.ycombinator.com/companies/zalos",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30947",
      "companyId": "YC30947",
      "title": "Philon · YC公司资料",
      "url": "https://www.ycombinator.com/companies/philon",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30948",
      "companyId": "YC30948",
      "title": "Lua Global Inc · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lua-global-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。 业务分类复核依据：向开发机构和企业提供Agent部署运行平台，主营Agent运行设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30949",
      "companyId": "YC30949",
      "title": "Crunched · YC公司资料",
      "url": "https://www.ycombinator.com/companies/crunched",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30953",
      "companyId": "YC30953",
      "title": "Relaw · YC公司资料",
      "url": "https://www.ycombinator.com/companies/relaw",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30954",
      "companyId": "YC30954",
      "title": "Specific · YC公司资料",
      "url": "https://www.ycombinator.com/companies/specific",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30956",
      "companyId": "YC30956",
      "title": "Automax.ai · YC公司资料",
      "url": "https://www.ycombinator.com/companies/automax-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30957",
      "companyId": "YC30957",
      "title": "Clad Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/clad-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30958",
      "companyId": "YC30958",
      "title": "Absurd · YC公司资料",
      "url": "https://www.ycombinator.com/companies/absurd",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30960",
      "companyId": "YC30960",
      "title": "Metorial · YC公司资料",
      "url": "https://www.ycombinator.com/companies/metorial",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30962",
      "companyId": "YC30962",
      "title": "Denki · YC公司资料",
      "url": "https://www.ycombinator.com/companies/denki",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30963",
      "companyId": "YC30963",
      "title": "Teaflask · YC公司资料",
      "url": "https://www.ycombinator.com/companies/teaflask",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为SaaS嵌入Agent并处理运行恢复、扩缩容和护栏，主营Agent开发设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-30966",
      "companyId": "YC30966",
      "title": "Karumi · YC公司资料",
      "url": "https://www.ycombinator.com/companies/karumi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30967",
      "companyId": "YC30967",
      "title": "Perseus · YC公司资料",
      "url": "https://www.ycombinator.com/companies/perseus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30969",
      "companyId": "YC30969",
      "title": "Lemma · YC公司资料",
      "url": "https://www.ycombinator.com/companies/uselemma",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30970",
      "companyId": "YC30970",
      "title": "Exonic · YC公司资料",
      "url": "https://www.ycombinator.com/companies/exonic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30972",
      "companyId": "YC30972",
      "title": "Jarmin · YC公司资料",
      "url": "https://www.ycombinator.com/companies/jarmin",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30977",
      "companyId": "YC30977",
      "title": "Rovi Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rovi-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30981",
      "companyId": "YC30981",
      "title": "Freeport Markets · YC公司资料",
      "url": "https://www.ycombinator.com/companies/freeport-markets",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30982",
      "companyId": "YC30982",
      "title": "Boom AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/boom-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30986",
      "companyId": "YC30986",
      "title": "The Hog · YC公司资料",
      "url": "https://www.ycombinator.com/companies/the-hog",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30987",
      "companyId": "YC30987",
      "title": "Lightberry · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lightberry",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30989",
      "companyId": "YC30989",
      "title": "Bluma · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bluma",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30991",
      "companyId": "YC30991",
      "title": "Forge Robotics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/forge-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30993",
      "companyId": "YC30993",
      "title": "DiligenceSquared · YC公司资料",
      "url": "https://www.ycombinator.com/companies/diligencesquared-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30995",
      "companyId": "YC30995",
      "title": "Velvet · YC公司资料",
      "url": "https://www.ycombinator.com/companies/velvet",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。 保留待分类依据：公开简介只有富有表现力的对话AI，无法区分基础模型、开发设施或消费者产品。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30996",
      "companyId": "YC30996",
      "title": "Axial · YC公司资料",
      "url": "https://www.ycombinator.com/companies/axial",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-30997",
      "companyId": "YC30997",
      "title": "LunaBill · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lunabill",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "为医疗账单团队拨打保险索赔状态、追款和申诉跟进电话。 合同ARR76.4万与live revenue42.8万分开保存；剩余计划在2026年1月上线的历史措辞不能证明现在已上线。",
      "limitation": "公司自述，非独立审计；金额币种、日历截止日和业务归属按核查记录保留缺项。"
    },
    {
      "id": "YC-E-31000",
      "companyId": "YC31000",
      "title": "Vector Legal · YC公司资料",
      "url": "https://www.ycombinator.com/companies/vector-legal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31001",
      "companyId": "YC31001",
      "title": "Fastshot · YC公司资料",
      "url": "https://www.ycombinator.com/companies/fastshot",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31002",
      "companyId": "YC31002",
      "title": "Clicks Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/clicks-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31005",
      "companyId": "YC31005",
      "title": "MarkIt · YC公司资料",
      "url": "https://www.ycombinator.com/companies/markit",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31007",
      "companyId": "YC31007",
      "title": "Zarna · YC公司资料",
      "url": "https://www.ycombinator.com/companies/zarna",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31009",
      "companyId": "YC31009",
      "title": "Specific Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/specific-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31013",
      "companyId": "YC31013",
      "title": "Rivet · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rivet-design",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31020",
      "companyId": "YC31020",
      "title": "Mayflower · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mayflower",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31022",
      "companyId": "YC31022",
      "title": "Coasts · YC公司资料",
      "url": "https://www.ycombinator.com/companies/coasts",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2025。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31023",
      "companyId": "YC31023",
      "title": "Standard Physics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/standard-physics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31025",
      "companyId": "YC31025",
      "title": "ClaimGlide · YC公司资料",
      "url": "https://www.ycombinator.com/companies/claimglide",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31030",
      "companyId": "YC31030",
      "title": "Haladir · YC公司资料",
      "url": "https://www.ycombinator.com/companies/haladir",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31036",
      "companyId": "YC31036",
      "title": "Mantis · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mantis",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：将语言模型与高保真物理仿真结合构建人类行为数字孪生，属于实体仿真。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31046",
      "companyId": "YC31046",
      "title": "Linzumi · YC公司资料",
      "url": "https://www.ycombinator.com/companies/linzumi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31048",
      "companyId": "YC31048",
      "title": "FullSeam · YC公司资料",
      "url": "https://www.ycombinator.com/companies/fullseam",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31051",
      "companyId": "YC31051",
      "title": "Corvera · YC公司资料",
      "url": "https://www.ycombinator.com/companies/corvera",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31057",
      "companyId": "YC31057",
      "title": "Valgo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/valgo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31063",
      "companyId": "YC31063",
      "title": "Clara · YC公司资料",
      "url": "https://www.ycombinator.com/companies/clara-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：提供有人工医生审核的AI基层医疗及健康服务，属于医疗应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31064",
      "companyId": "YC31064",
      "title": "Origin · YC公司资料",
      "url": "https://www.ycombinator.com/companies/origin-bio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31066",
      "companyId": "YC31066",
      "title": "Payna · YC公司资料",
      "url": "https://www.ycombinator.com/companies/payna",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为受监管企业处理许可申请、续期和监管沟通，属于专业合规应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31076",
      "companyId": "YC31076",
      "title": "Imperfect · YC公司资料",
      "url": "https://www.ycombinator.com/companies/imperfect",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31077",
      "companyId": "YC31077",
      "title": "Panta · YC公司资料",
      "url": "https://www.ycombinator.com/companies/panta",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31082",
      "companyId": "YC31082",
      "title": "Quotient Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/quotient-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31083",
      "companyId": "YC31083",
      "title": "Kita · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kita",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31086",
      "companyId": "YC31086",
      "title": "Prescience, Inc. · YC公司资料",
      "url": "https://www.ycombinator.com/companies/prescience-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31087",
      "companyId": "YC31087",
      "title": "Lucent · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lucent",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：分析用户会话并发现软件缺陷和交互问题，属于软件产品研发。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31088",
      "companyId": "YC31088",
      "title": "RunAnywhere · YC公司资料",
      "url": "https://www.ycombinator.com/companies/runanywhere",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31089",
      "companyId": "YC31089",
      "title": "Lance · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lance",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31090",
      "companyId": "YC31090",
      "title": "Docura Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/docura-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31098",
      "companyId": "YC31098",
      "title": "10x Science · YC公司资料",
      "url": "https://www.ycombinator.com/companies/10x-science",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31100",
      "companyId": "YC31100",
      "title": "Sentrial · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sentrial",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：监控生产Agent的循环、幻觉和用户体验并给出修复建议，属于Agent可观测设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31102",
      "companyId": "YC31102",
      "title": "Fuchsia · YC公司资料",
      "url": "https://www.ycombinator.com/companies/fuchsia",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：用Agent处理硬件认证和测试，面向实体产品上市流程。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31104",
      "companyId": "YC31104",
      "title": "Cofia · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cofia",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：学习团队内部运营并自动化工作流，属于企业通用工作。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31107",
      "companyId": "YC31107",
      "title": "BaseFrame · YC公司资料",
      "url": "https://www.ycombinator.com/companies/baseframe",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31109",
      "companyId": "YC31109",
      "title": "Beacon Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/beacon-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31111",
      "companyId": "YC31111",
      "title": "Envariant · YC公司资料",
      "url": "https://www.ycombinator.com/companies/envariant",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31113",
      "companyId": "YC31113",
      "title": "CellType · YC公司资料",
      "url": "https://www.ycombinator.com/companies/celltype",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31114",
      "companyId": "YC31114",
      "title": "Piris Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pirislabs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为AI计算芯片开发光子网络，提高训练和推理的计算利用率。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31117",
      "companyId": "YC31117",
      "title": "Cignara · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cignara",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31118",
      "companyId": "YC31118",
      "title": "/dev/fast · YC公司资料",
      "url": "https://www.ycombinator.com/companies/devfast",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31121",
      "companyId": "YC31121",
      "title": "Avoice · YC公司资料",
      "url": "https://www.ycombinator.com/companies/avoice",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31127",
      "companyId": "YC31127",
      "title": "Tepali · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tepali",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31128",
      "companyId": "YC31128",
      "title": "Cumulus Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cumulus-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31129",
      "companyId": "YC31129",
      "title": "Verdex · YC公司资料",
      "url": "https://www.ycombinator.com/companies/verdex",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31130",
      "companyId": "YC31130",
      "title": "AutoSitu · YC公司资料",
      "url": "https://www.ycombinator.com/companies/autositu",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31131",
      "companyId": "YC31131",
      "title": "Zatanna · YC公司资料",
      "url": "https://www.ycombinator.com/companies/zatanna",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：将软件底层动作转成Agent可读写API，属于Agent工具连接设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31132",
      "companyId": "YC31132",
      "title": "MouseCat · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mousecat",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31133",
      "companyId": "YC31133",
      "title": "Skillsync · YC公司资料",
      "url": "https://www.ycombinator.com/companies/skillsync",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31137",
      "companyId": "YC31137",
      "title": "Luel · YC公司资料",
      "url": "https://www.ycombinator.com/companies/luel",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31138",
      "companyId": "YC31138",
      "title": "Aemon · YC公司资料",
      "url": "https://www.ycombinator.com/companies/aemon",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31139",
      "companyId": "YC31139",
      "title": "Ashr · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ashr",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31140",
      "companyId": "YC31140",
      "title": "CodeWisp · YC公司资料",
      "url": "https://www.ycombinator.com/companies/codewisp",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31141",
      "companyId": "YC31141",
      "title": "OctaPulse · YC公司资料",
      "url": "https://www.ycombinator.com/companies/octapulse",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31145",
      "companyId": "YC31145",
      "title": "RamAIn · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ramain",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31146",
      "companyId": "YC31146",
      "title": "Moritz · YC公司资料",
      "url": "https://www.ycombinator.com/companies/moritz",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31147",
      "companyId": "YC31147",
      "title": "Salus · YC公司资料",
      "url": "https://www.ycombinator.com/companies/salus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31149",
      "companyId": "YC31149",
      "title": "EigenPal · YC公司资料",
      "url": "https://www.ycombinator.com/companies/eigenpal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31153",
      "companyId": "YC31153",
      "title": "Perfectly · YC公司资料",
      "url": "https://www.ycombinator.com/companies/perfectly",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31156",
      "companyId": "YC31156",
      "title": "Ventura · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ventura",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31157",
      "companyId": "YC31157",
      "title": "Drafted · YC公司资料",
      "url": "https://www.ycombinator.com/companies/drafted",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31158",
      "companyId": "YC31158",
      "title": "Terranox AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/terranox-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：用AI定位铀矿并参与资源勘探，属于实体资源产业。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31162",
      "companyId": "YC31162",
      "title": "Confluence Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/confluence-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：研究能在数据稀缺环境设计实验并学习的AI模型，属于模型研究；行业落地尚待核实。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31163",
      "companyId": "YC31163",
      "title": "Opalite Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/opalite-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31164",
      "companyId": "YC31164",
      "title": "Compresr · YC公司资料",
      "url": "https://www.ycombinator.com/companies/compresr",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31165",
      "companyId": "YC31165",
      "title": "IncidentFox · YC公司资料",
      "url": "https://www.ycombinator.com/companies/brownie",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31166",
      "companyId": "YC31166",
      "title": "Unisson · YC公司资料",
      "url": "https://www.ycombinator.com/companies/unisson",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31167",
      "companyId": "YC31167",
      "title": "Stilta · YC公司资料",
      "url": "https://www.ycombinator.com/companies/stilta",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31168",
      "companyId": "YC31168",
      "title": "Instinct · YC公司资料",
      "url": "https://www.ycombinator.com/companies/instinct-xyz",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：主营交易与资本配置，属于专业金融应用；效果尚未核验。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31169",
      "companyId": "YC31169",
      "title": "Proximitty · YC公司资料",
      "url": "https://www.ycombinator.com/companies/proximitty",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为银行及金融科技处理商业贷款文件、承销和契约跟踪。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31170",
      "companyId": "YC31170",
      "title": "Cajal · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cajal-technologies",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：使用形式验证数学系统解决量子计算和金融科研问题，属于专业科研应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31171",
      "companyId": "YC31171",
      "title": "Overshoot · YC公司资料",
      "url": "https://www.ycombinator.com/companies/overshoot",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31172",
      "companyId": "YC31172",
      "title": "Terminal Use · YC公司资料",
      "url": "https://www.ycombinator.com/companies/terminal-use",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31174",
      "companyId": "YC31174",
      "title": "Parameter · YC公司资料",
      "url": "https://www.ycombinator.com/companies/parameter",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31175",
      "companyId": "YC31175",
      "title": "Pax Historia · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pax-historia",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：供玩家创建和游玩虚构历史世界的AI沙盒游戏，属于消费者娱乐。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31176",
      "companyId": "YC31176",
      "title": "Rhizome AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rhizome-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：检索生命科学和FDA法规资料，面向药物研发及监管工作。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31177",
      "companyId": "YC31177",
      "title": "Prana · YC公司资料",
      "url": "https://www.ycombinator.com/companies/prana-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：结合医疗记录与穿戴数据提供持续医疗服务，属于医疗应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31180",
      "companyId": "YC31180",
      "title": "Seeing Systems · YC公司资料",
      "url": "https://www.ycombinator.com/companies/seeing-systems",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31181",
      "companyId": "YC31181",
      "title": "Synthetic Sciences · YC公司资料",
      "url": "https://www.ycombinator.com/companies/synthetic-sciences",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31183",
      "companyId": "YC31183",
      "title": "Patientdesk.ai · YC公司资料",
      "url": "https://www.ycombinator.com/companies/patientdeskai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31184",
      "companyId": "YC31184",
      "title": "Assemble · YC公司资料",
      "url": "https://www.ycombinator.com/companies/assemble",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31185",
      "companyId": "YC31185",
      "title": "Chamber · YC公司资料",
      "url": "https://www.ycombinator.com/companies/chamber",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31186",
      "companyId": "YC31186",
      "title": "End Close · YC公司资料",
      "url": "https://www.ycombinator.com/companies/end-close",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为支付企业和银行处理资金对账与异常，属于专业金融运营。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31187",
      "companyId": "YC31187",
      "title": "Fenrock AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/fenrock-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31189",
      "companyId": "YC31189",
      "title": "Revion · YC公司资料",
      "url": "https://www.ycombinator.com/companies/revion",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31191",
      "companyId": "YC31191",
      "title": "Traverse · YC公司资料",
      "url": "https://www.ycombinator.com/companies/traverse",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31192",
      "companyId": "YC31192",
      "title": "SideKit · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sidekit",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31195",
      "companyId": "YC31195",
      "title": "Reframe · YC公司资料",
      "url": "https://www.ycombinator.com/companies/usereframe",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31196",
      "companyId": "YC31196",
      "title": "Congruent · YC公司资料",
      "url": "https://www.ycombinator.com/companies/congruent",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：开发自动驾驶雷达与传感器仿真，属于实体自动化产业。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31197",
      "companyId": "YC31197",
      "title": "InventoryQuant · YC公司资料",
      "url": "https://www.ycombinator.com/companies/inventoryquant",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31198",
      "companyId": "YC31198",
      "title": "Wingman Law · YC公司资料",
      "url": "https://www.ycombinator.com/companies/wingman-law",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31200",
      "companyId": "YC31200",
      "title": "Ressl AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ressl-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31201",
      "companyId": "YC31201",
      "title": "Robby · YC公司资料",
      "url": "https://www.ycombinator.com/companies/robby",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31203",
      "companyId": "YC31203",
      "title": "Sitefire · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sitefire",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31205",
      "companyId": "YC31205",
      "title": "Human Archive · YC公司资料",
      "url": "https://www.ycombinator.com/companies/human-archive",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为物理AI实验室提供传感器数据、采集硬件和训练数据服务。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31206",
      "companyId": "YC31206",
      "title": "Samora AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/samora-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31207",
      "companyId": "YC31207",
      "title": "Caretta · YC公司资料",
      "url": "https://www.ycombinator.com/companies/caretta",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31208",
      "companyId": "YC31208",
      "title": "Oximy · YC公司资料",
      "url": "https://www.ycombinator.com/companies/oximy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：管理企业AI工具、费用及团队工作入口，主营企业通用运营。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31209",
      "companyId": "YC31209",
      "title": "AxionOrbital Space · YC公司资料",
      "url": "https://www.ycombinator.com/companies/axionorbital-space",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31210",
      "companyId": "YC31210",
      "title": "Mendral · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mendral",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31211",
      "companyId": "YC31211",
      "title": "Sazabi · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sazabi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31212",
      "companyId": "YC31212",
      "title": "Constellation Space · YC公司资料",
      "url": "https://www.ycombinator.com/companies/constellation-space",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：提供卫星网络自动编排与光学路由，属于航天实体基础设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31213",
      "companyId": "YC31213",
      "title": "Byteport · YC公司资料",
      "url": "https://www.ycombinator.com/companies/byteport",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：提供面向机器人、卫星和AI应用的网络传输基础设施；AI为应用场景，直接模型能力待核实。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31215",
      "companyId": "YC31215",
      "title": "Bubble Lab · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bubble-lab",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31216",
      "companyId": "YC31216",
      "title": "Archal · YC公司资料",
      "url": "https://www.ycombinator.com/companies/archal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31217",
      "companyId": "YC31217",
      "title": "Polymath · YC公司资料",
      "url": "https://www.ycombinator.com/companies/polymath",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31219",
      "companyId": "YC31219",
      "title": "Voxel Energy · YC公司资料",
      "url": "https://www.ycombinator.com/companies/voxel-energy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31221",
      "companyId": "YC31221",
      "title": "Netter · YC公司资料",
      "url": "https://www.ycombinator.com/companies/netter",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31222",
      "companyId": "YC31222",
      "title": "Paradev (formerly Superset) · YC公司资料",
      "url": "https://www.ycombinator.com/companies/paradev",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31223",
      "companyId": "YC31223",
      "title": "Datoric · YC公司资料",
      "url": "https://www.ycombinator.com/companies/datoric",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31224",
      "companyId": "YC31224",
      "title": "Servo7 · YC公司资料",
      "url": "https://www.ycombinator.com/companies/servo7",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31225",
      "companyId": "YC31225",
      "title": "Ditto Biosciences · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ditto-biosciences",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：用AI识别并改造免疫调节蛋白以研发药物，属于生物医药应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31226",
      "companyId": "YC31226",
      "title": "Libra Robotics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/libra-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31230",
      "companyId": "YC31230",
      "title": "o11 · YC公司资料",
      "url": "https://www.ycombinator.com/companies/o11",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31231",
      "companyId": "YC31231",
      "title": "Anchorhead · YC公司资料",
      "url": "https://www.ycombinator.com/companies/anchorhead",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31232",
      "companyId": "YC31232",
      "title": "Remy AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/remy-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31233",
      "companyId": "YC31233",
      "title": "Chasi · YC公司资料",
      "url": "https://www.ycombinator.com/companies/chasi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为设备经销商处理销售、租赁与售后请求，属于行业运营应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31240",
      "companyId": "YC31240",
      "title": "General Legal · YC公司资料",
      "url": "https://www.ycombinator.com/companies/general-legal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31241",
      "companyId": "YC31241",
      "title": "Corelayer · YC公司资料",
      "url": "https://www.ycombinator.com/companies/corelayer",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31243",
      "companyId": "YC31243",
      "title": "Foreman · YC公司资料",
      "url": "https://www.ycombinator.com/companies/foreman",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31244",
      "companyId": "YC31244",
      "title": "Turnstone · YC公司资料",
      "url": "https://www.ycombinator.com/companies/turnstone",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：跨模型账号运行持久Agent并保持上下文，属于Agent运行工具。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31245",
      "companyId": "YC31245",
      "title": "Squid · YC公司资料",
      "url": "https://www.ycombinator.com/companies/squid",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：以统一网络模型辅助电网规划，属于实体能源产业。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31246",
      "companyId": "YC31246",
      "title": "Inth · YC公司资料",
      "url": "https://www.ycombinator.com/companies/inth",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31247",
      "companyId": "YC31247",
      "title": "Fed10 · YC公司资料",
      "url": "https://www.ycombinator.com/companies/fed10",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31248",
      "companyId": "YC31248",
      "title": "BeeSafe AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/beesafe-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：通过对抗性对话识别社会工程攻击与金融犯罪，主营专业安全应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31250",
      "companyId": "YC31250",
      "title": "The Token Company · YC公司资料",
      "url": "https://www.ycombinator.com/companies/the-token-company",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31253",
      "companyId": "YC31253",
      "title": "Maven · YC公司资料",
      "url": "https://www.ycombinator.com/companies/maven",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31254",
      "companyId": "YC31254",
      "title": "Sila · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sila",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：让团队与Agent在聊天和通话中协同工作，属于企业通用协作。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31255",
      "companyId": "YC31255",
      "title": "Grade · YC公司资料",
      "url": "https://www.ycombinator.com/companies/grade",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为Agent及承包商按成果付款并处理税务合规，主营企业薪酬运营。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31256",
      "companyId": "YC31256",
      "title": "Canary · YC公司资料",
      "url": "https://www.ycombinator.com/companies/canary",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：读取源码理解意图并发现用户流程缺陷，属于软件测试工具。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31257",
      "companyId": "YC31257",
      "title": "Atlia · YC公司资料",
      "url": "https://www.ycombinator.com/companies/atlia",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31258",
      "companyId": "YC31258",
      "title": "Dream · YC公司资料",
      "url": "https://www.ycombinator.com/companies/dream",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31259",
      "companyId": "YC31259",
      "title": "Tsenta · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tsenta",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "为求职者匹配岗位、改写材料并自动提交申请。 自述三个月达到约300万Annualized，但未明示该指标定义、币种代码或日历截止日，不补成ARR。9万多求职者不等于付费客户。",
      "limitation": "公司自述，非财务审计或独立技术测试；日历截止日、币种及收入归属缺项保留。"
    },
    {
      "id": "YC-E-31260",
      "companyId": "YC31260",
      "title": "Copperlane · YC公司资料",
      "url": "https://www.ycombinator.com/companies/copperlane",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为按揭贷款机构核验申请材料并辅助承销，属于金融应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31261",
      "companyId": "YC31261",
      "title": "Control Seat · YC公司资料",
      "url": "https://www.ycombinator.com/companies/control-seat",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31262",
      "companyId": "YC31262",
      "title": "Talking Computers · YC公司资料",
      "url": "https://www.ycombinator.com/companies/talking-computers",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31263",
      "companyId": "YC31263",
      "title": "Veriad · YC公司资料",
      "url": "https://www.ycombinator.com/companies/veriad",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31264",
      "companyId": "YC31264",
      "title": "Vela · YC公司资料",
      "url": "https://www.ycombinator.com/companies/vela",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31268",
      "companyId": "YC31268",
      "title": "Cova · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cova",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31272",
      "companyId": "YC31272",
      "title": "Poth Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/poth-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31275",
      "companyId": "YC31275",
      "title": "Polymorph · YC公司资料",
      "url": "https://www.ycombinator.com/companies/polymorph",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31276",
      "companyId": "YC31276",
      "title": "TensorTest · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tensortest",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31277",
      "companyId": "YC31277",
      "title": "Dipole Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/dipole-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31280",
      "companyId": "YC31280",
      "title": "Rubric AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rubric-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：把专家判断转换为模型训练和验证信号，属于模型数据与评测设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31283",
      "companyId": "YC31283",
      "title": "Ossus · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ossus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为图书馆自动化日常工作，属于文化机构专业应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31285",
      "companyId": "YC31285",
      "title": "Brumby · YC公司资料",
      "url": "https://www.ycombinator.com/companies/brumby",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31292",
      "companyId": "YC31292",
      "title": "Aurorin CAD · YC公司资料",
      "url": "https://www.ycombinator.com/companies/aurorin-cad",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31293",
      "companyId": "YC31293",
      "title": "Rainbrand · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rainbrand",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：管理品牌身份、规范和素材供Agent创作使用，按品牌内容主营归类。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31295",
      "companyId": "YC31295",
      "title": "Carrot Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/carrot-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31300",
      "companyId": "YC31300",
      "title": "Shofo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/shofo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31301",
      "companyId": "YC31301",
      "title": "OpenVector · YC公司资料",
      "url": "https://www.ycombinator.com/companies/openvector",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31302",
      "companyId": "YC31302",
      "title": "Remix · YC公司资料",
      "url": "https://www.ycombinator.com/companies/remix-3",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31303",
      "companyId": "YC31303",
      "title": "Condor Energy · YC公司资料",
      "url": "https://www.ycombinator.com/companies/condor-energy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31304",
      "companyId": "YC31304",
      "title": "Litmus · YC公司资料",
      "url": "https://www.ycombinator.com/companies/litmus-hiring",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31306",
      "companyId": "YC31306",
      "title": "Martini · YC公司资料",
      "url": "https://www.ycombinator.com/companies/martini",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Winter 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31318",
      "companyId": "YC31318",
      "title": "Databuddy · YC公司资料",
      "url": "https://www.ycombinator.com/companies/databuddy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31325",
      "companyId": "YC31325",
      "title": "Surtr Defense Systems · YC公司资料",
      "url": "https://www.ycombinator.com/companies/surtr-defense-systems",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31327",
      "companyId": "YC31327",
      "title": "Korso · YC公司资料",
      "url": "https://www.ycombinator.com/companies/korso",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31330",
      "companyId": "YC31330",
      "title": "Standard Signal · YC公司资料",
      "url": "https://www.ycombinator.com/companies/standard-signal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31332",
      "companyId": "YC31332",
      "title": "Stage · YC公司资料",
      "url": "https://www.ycombinator.com/companies/stage",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31333",
      "companyId": "YC31333",
      "title": "PerfectBit, Inc. · YC公司资料",
      "url": "https://www.ycombinator.com/companies/perfectbit-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31335",
      "companyId": "YC31335",
      "title": "Memoir · YC公司资料",
      "url": "https://www.ycombinator.com/companies/memoir",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：在视频会议中查找资料、生成图表并准备跟进事项，属于企业协作。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31340",
      "companyId": "YC31340",
      "title": "Illume Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/illume-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31341",
      "companyId": "YC31341",
      "title": "Most Robotic · YC公司资料",
      "url": "https://www.ycombinator.com/companies/most-robotic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31343",
      "companyId": "YC31343",
      "title": "Multiplier · YC公司资料",
      "url": "https://www.ycombinator.com/companies/multiplier",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31346",
      "companyId": "YC31346",
      "title": "Rudus · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rudus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：识别建筑图纸中的混凝土构件并估量报价，属于建筑实体产业。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31349",
      "companyId": "YC31349",
      "title": "Palette · YC公司资料",
      "url": "https://www.ycombinator.com/companies/palette-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31351",
      "companyId": "YC31351",
      "title": "Scope · YC公司资料",
      "url": "https://www.ycombinator.com/companies/scope",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：衡量产品被Agent发现和采用的情况并优化曝光与使用，属于客户增长运营。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31352",
      "companyId": "YC31352",
      "title": "Marker · YC公司资料",
      "url": "https://www.ycombinator.com/companies/marker",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31359",
      "companyId": "YC31359",
      "title": "Twolabs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/twolabs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31360",
      "companyId": "YC31360",
      "title": "LightSprint · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lightsprint",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31362",
      "companyId": "YC31362",
      "title": "Discovered Materials · YC公司资料",
      "url": "https://www.ycombinator.com/companies/discovered-materials",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31363",
      "companyId": "YC31363",
      "title": "Saffron · YC公司资料",
      "url": "https://www.ycombinator.com/companies/saffron",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31366",
      "companyId": "YC31366",
      "title": "Nine Fives · YC公司资料",
      "url": "https://www.ycombinator.com/companies/nine-fives",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31369",
      "companyId": "YC31369",
      "title": "InLoop Robotics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/inloop-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31370",
      "companyId": "YC31370",
      "title": "Dayjob · YC公司资料",
      "url": "https://www.ycombinator.com/companies/dayjob",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为短途货运实时优化车辆路线和调度，属于物流实体产业。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31371",
      "companyId": "YC31371",
      "title": "The Company Company · YC公司资料",
      "url": "https://www.ycombinator.com/companies/the-company-company",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：以共享记忆和Agent运行时承接初创公司的工程、销售、财务等工作，按企业综合运营归类。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31373",
      "companyId": "YC31373",
      "title": "Atrisa · YC公司资料",
      "url": "https://www.ycombinator.com/companies/atrisa",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31374",
      "companyId": "YC31374",
      "title": "Tenet Industries · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tenet-industries",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31376",
      "companyId": "YC31376",
      "title": "Light Anchor · YC公司资料",
      "url": "https://www.ycombinator.com/companies/light-anchor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31378",
      "companyId": "YC31378",
      "title": "GodHands · YC公司资料",
      "url": "https://www.ycombinator.com/companies/godhands",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31380",
      "companyId": "YC31380",
      "title": "Superlog · YC公司资料",
      "url": "https://www.ycombinator.com/companies/superlog",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31383",
      "companyId": "YC31383",
      "title": "Juno · YC公司资料",
      "url": "https://www.ycombinator.com/companies/juno-chat",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31385",
      "companyId": "YC31385",
      "title": "Zolvo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/zolvo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为商业贷款机构审阅文件、核验发票、催收和匹配付款，属于专业金融运营。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31386",
      "companyId": "YC31386",
      "title": "Interfaze · YC公司资料",
      "url": "https://www.ycombinator.com/companies/interfaze",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：研发结合专用网络与Transformer的新模型架构，属于模型研究；基准优越性未独立核验。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31390",
      "companyId": "YC31390",
      "title": "Wealor · YC公司资料",
      "url": "https://www.ycombinator.com/companies/wealor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31393",
      "companyId": "YC31393",
      "title": "KelAI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kelai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为对冲基金及机构投资者研究并验证交易信号，属于专业金融应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31395",
      "companyId": "YC31395",
      "title": "Deep Interactions · YC公司资料",
      "url": "https://www.ycombinator.com/companies/deep-interactions",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31396",
      "companyId": "YC31396",
      "title": "BayMachines · YC公司资料",
      "url": "https://www.ycombinator.com/companies/baymachines",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31398",
      "companyId": "YC31398",
      "title": "Pavoot · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pavoot",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为企业客户活动管理邀请、互动与销售跟进，属于获客和客户关系运营。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31400",
      "companyId": "YC31400",
      "title": "shotwell.ai · YC公司资料",
      "url": "https://www.ycombinator.com/companies/shotwellai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31402",
      "companyId": "YC31402",
      "title": "Standout · YC公司资料",
      "url": "https://www.ycombinator.com/companies/standout",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31404",
      "companyId": "YC31404",
      "title": "Userlens · YC公司资料",
      "url": "https://www.ycombinator.com/companies/userlens",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31407",
      "companyId": "YC31407",
      "title": "Sherpa · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sherpa",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：测试网站并优化转化及AI推荐曝光，主营客户增长。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31408",
      "companyId": "YC31408",
      "title": "Antinuous · YC公司资料",
      "url": "https://www.ycombinator.com/companies/antinuous",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31410",
      "companyId": "YC31410",
      "title": "RentAHuman · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rentahuman",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为AI Agent提供雇用、协调和支付人类完成现实任务的市场，按Agent执行连接设施归类。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31412",
      "companyId": "YC31412",
      "title": "ClaimKit · YC公司资料",
      "url": "https://www.ycombinator.com/companies/claimkit",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31413",
      "companyId": "YC31413",
      "title": "Arga Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/arga-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：提供外部服务的API与MCP副本作为Agent测试环境，属于Agent评测设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31415",
      "companyId": "YC31415",
      "title": "Synphony · YC公司资料",
      "url": "https://www.ycombinator.com/companies/synphony",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31417",
      "companyId": "YC31417",
      "title": "Pairio · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pairio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：通过照片和设备手册辅助工厂技师修复机器，属于实体工业维护。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31418",
      "companyId": "YC31418",
      "title": "Taiga · YC公司资料",
      "url": "https://www.ycombinator.com/companies/taiga",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31419",
      "companyId": "YC31419",
      "title": "StableBrowse · YC公司资料",
      "url": "https://www.ycombinator.com/companies/stablebrowse",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31420",
      "companyId": "YC31420",
      "title": "Kimpton · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kimpton",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31421",
      "companyId": "YC31421",
      "title": "Lamina Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lamina-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31424",
      "companyId": "YC31424",
      "title": "Lab0 · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lab0",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31427",
      "companyId": "YC31427",
      "title": "Paper Star · YC公司资料",
      "url": "https://www.ycombinator.com/companies/paper-star",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：YC页面的公司发布介绍Napkin Math个性化AI饮食日志，按当前公开消费者产品归类；公司标语较宽泛，后续需追踪主营变化。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31428",
      "companyId": "YC31428",
      "title": "Ontora · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ontora",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31430",
      "companyId": "YC31430",
      "title": "Voquill · YC公司资料",
      "url": "https://www.ycombinator.com/companies/voquill",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31432",
      "companyId": "YC31432",
      "title": "Keyframe Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/keyframe-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31433",
      "companyId": "YC31433",
      "title": "Savant · YC公司资料",
      "url": "https://www.ycombinator.com/companies/savant",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31436",
      "companyId": "YC31436",
      "title": "Prototyping.io · YC公司资料",
      "url": "https://www.ycombinator.com/companies/prototypingio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：分析CAD可制造性并自动化实体机械零件生产，属于制造产业。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31437",
      "companyId": "YC31437",
      "title": "Sidekick · YC公司资料",
      "url": "https://www.ycombinator.com/companies/textsidekick",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31440",
      "companyId": "YC31440",
      "title": "AGI Deploy Co · YC公司资料",
      "url": "https://www.ycombinator.com/companies/agi-deploy-co",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31441",
      "companyId": "YC31441",
      "title": "Infera · YC公司资料",
      "url": "https://www.ycombinator.com/companies/infera",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31444",
      "companyId": "YC31444",
      "title": "Alchemize · YC公司资料",
      "url": "https://www.ycombinator.com/companies/alchemize",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31445",
      "companyId": "YC31445",
      "title": "Harbor · YC公司资料",
      "url": "https://www.ycombinator.com/companies/runharbor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "提供临床试验数据软件，并扩展为全流程合同研究服务。 未来十二个月18.7万软件合同收入、发布帖月软件收入1.56万及三年193万CRO合同分别保存；服务总合同额不充当ARR。",
      "limitation": "公司自述，非财务审计或独立技术测试；日历截止日、币种及收入归属缺项保留。"
    },
    {
      "id": "YC-E-31447",
      "companyId": "YC31447",
      "title": "Allowance · YC公司资料",
      "url": "https://www.ycombinator.com/companies/allowance",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为Agent消费生成受限支付凭据并取得用户审批，属于Agent交易执行设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31451",
      "companyId": "YC31451",
      "title": "Masterpiece · YC公司资料",
      "url": "https://www.ycombinator.com/companies/masterpiece",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：向AI数据供应商垫付短期营运资金，主营融资服务；属于AI产业配套，未证实自有AI能力。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31452",
      "companyId": "YC31452",
      "title": "Degla Inc · YC公司资料",
      "url": "https://www.ycombinator.com/companies/degla-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31454",
      "companyId": "YC31454",
      "title": "decuff · YC公司资料",
      "url": "https://www.ycombinator.com/companies/decuff",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31455",
      "companyId": "YC31455",
      "title": "tday.com · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tdaycom",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31458",
      "companyId": "YC31458",
      "title": "Reason Machines · YC公司资料",
      "url": "https://www.ycombinator.com/companies/reason-machines",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31459",
      "companyId": "YC31459",
      "title": "Zibra Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/zibra-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：整合云端CPU与GPU计算集群服务训练、仿真和推理，属于算力设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31461",
      "companyId": "YC31461",
      "title": "Collar · YC公司资料",
      "url": "https://www.ycombinator.com/companies/collar",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31463",
      "companyId": "YC31463",
      "title": "Armature · YC公司资料",
      "url": "https://www.ycombinator.com/companies/armature",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31464",
      "companyId": "YC31464",
      "title": "Soria · YC公司资料",
      "url": "https://www.ycombinator.com/companies/soria",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31466",
      "companyId": "YC31466",
      "title": "Walter · YC公司资料",
      "url": "https://www.ycombinator.com/companies/walter",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31468",
      "companyId": "YC31468",
      "title": "Chronicle Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/chronicle-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31470",
      "companyId": "YC31470",
      "title": "Tasklet · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tasklet-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31472",
      "companyId": "YC31472",
      "title": "Wato · YC公司资料",
      "url": "https://www.ycombinator.com/companies/wato",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31477",
      "companyId": "YC31477",
      "title": "BioStack Platforms · YC公司资料",
      "url": "https://www.ycombinator.com/companies/biostack-platforms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31480",
      "companyId": "YC31480",
      "title": "Pops · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pops",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31481",
      "companyId": "YC31481",
      "title": "Saudara AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/saudara-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：结合人工经纪和AI处理工厂采购、质检及物流，属于制造供应链服务。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31484",
      "companyId": "YC31484",
      "title": "AbInitio Bio · YC公司资料",
      "url": "https://www.ycombinator.com/companies/abinitio-bio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：研发预测生物制造结果的基础模型，按模型产品归类，服务行业为生物制造。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31487",
      "companyId": "YC31487",
      "title": "AquaShield · YC公司资料",
      "url": "https://www.ycombinator.com/companies/aquashield",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为房地产组合防范水损，按实体资产运维归类；现有长简介未说明AI具体作用，AI资格仍待核验。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31488",
      "companyId": "YC31488",
      "title": "Foaster · YC公司资料",
      "url": "https://www.ycombinator.com/companies/foaster",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：以Agent访谈员工并绘制流程、拟定转型方案，按企业通用咨询服务归类。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31490",
      "companyId": "YC31490",
      "title": "Nxtcure Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/nxtcure-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31491",
      "companyId": "YC31491",
      "title": "TesterArmy · YC公司资料",
      "url": "https://www.ycombinator.com/companies/testerarmy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：自动测试网站与移动应用并输出缺陷报告，属于软件质量保障。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31493",
      "companyId": "YC31493",
      "title": "Plena Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/plena-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "跨诊所既有系统处理转诊、传真、预约、流程合规和收款。 七位数committed/contracted ARR仅保存数量级下界；正文十个月与发布帖八个月不能确定同一业务截止日。",
      "limitation": "公司自述，非独立审计；金额币种、日历截止日和业务归属按核查记录保留缺项。"
    },
    {
      "id": "YC-E-31494",
      "companyId": "YC31494",
      "title": "RASPIRE · YC公司资料",
      "url": "https://www.ycombinator.com/companies/raspire",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31495",
      "companyId": "YC31495",
      "title": "Mentlio · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mentlio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31496",
      "companyId": "YC31496",
      "title": "Hessian · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hessian",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：结合驻场交付与Agent平台自动化客户业务流程，按企业运营服务归类。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31497",
      "companyId": "YC31497",
      "title": "Amboras · YC公司资料",
      "url": "https://www.ycombinator.com/companies/amboras",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：建设并优化电商店铺、分析转化，主营电商收入运营。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31498",
      "companyId": "YC31498",
      "title": "Aster · YC公司资料",
      "url": "https://www.ycombinator.com/companies/asterlab",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31506",
      "companyId": "YC31506",
      "title": "Tolmo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tolmo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31509",
      "companyId": "YC31509",
      "title": "Rodeo Robotics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rodeo-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31510",
      "companyId": "YC31510",
      "title": "Auxos · YC公司资料",
      "url": "https://www.ycombinator.com/companies/auxos",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31511",
      "companyId": "YC31511",
      "title": "Arzana · YC公司资料",
      "url": "https://www.ycombinator.com/companies/arzana",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31515",
      "companyId": "YC31515",
      "title": "Probe · YC公司资料",
      "url": "https://www.ycombinator.com/companies/probe",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31517",
      "companyId": "YC31517",
      "title": "YouArt · YC公司资料",
      "url": "https://www.ycombinator.com/companies/youart",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：提供AI视频创作和创作者发行变现工具，属于内容创意。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31518",
      "companyId": "YC31518",
      "title": "Runtime · YC公司资料",
      "url": "https://www.ycombinator.com/companies/runtime",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31520",
      "companyId": "YC31520",
      "title": "Kinect · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kinect",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31524",
      "companyId": "YC31524",
      "title": "AgentPhone · YC公司资料",
      "url": "https://www.ycombinator.com/companies/agentphone",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31525",
      "companyId": "YC31525",
      "title": "Arden · YC公司资料",
      "url": "https://www.ycombinator.com/companies/arden",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31526",
      "companyId": "YC31526",
      "title": "Uno Wallet · YC公司资料",
      "url": "https://www.ycombinator.com/companies/uno-wallet",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31527",
      "companyId": "YC31527",
      "title": "Revnu · YC公司资料",
      "url": "https://www.ycombinator.com/companies/revnu",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31528",
      "companyId": "YC31528",
      "title": "Asendia AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/asendia-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31531",
      "companyId": "YC31531",
      "title": "Manicule · YC公司资料",
      "url": "https://www.ycombinator.com/companies/manicule",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：监测AI推荐并提供技术内容、文档和分发服务，主营开发者及Agent获客。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31532",
      "companyId": "YC31532",
      "title": "Atlas Discovery · YC公司资料",
      "url": "https://www.ycombinator.com/companies/atlas-discovery",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31533",
      "companyId": "YC31533",
      "title": "Lattice Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lattice-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31534",
      "companyId": "YC31534",
      "title": "Astraea · YC公司资料",
      "url": "https://www.ycombinator.com/companies/astraea",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31536",
      "companyId": "YC31536",
      "title": "PumpGTM · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pumpgtm",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：连接社交平台与邮件寻找线索和促成销售，属于销售增长运营。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31537",
      "companyId": "YC31537",
      "title": "Trident · YC公司资料",
      "url": "https://www.ycombinator.com/companies/trident",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31538",
      "companyId": "YC31538",
      "title": "flowscope · YC公司资料",
      "url": "https://www.ycombinator.com/companies/flowscope",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31539",
      "companyId": "YC31539",
      "title": "Klaimee · YC公司资料",
      "url": "https://www.ycombinator.com/companies/klaimee",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31540",
      "companyId": "YC31540",
      "title": "KugelAudio · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kugelaudio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：提供支持多语言及本地部署的语音合成模型，按模型产品归类。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31543",
      "companyId": "YC31543",
      "title": "CentralComs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/centralcoms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为上门服务企业处理来电、派工和日程，属于行业专用运营。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31544",
      "companyId": "YC31544",
      "title": "Panacea · YC公司资料",
      "url": "https://www.ycombinator.com/companies/panacea",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：结合AI与顾问提供FDA申报服务，属于生物医药监管专业服务。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31545",
      "companyId": "YC31545",
      "title": "Modern · YC公司资料",
      "url": "https://www.ycombinator.com/companies/modern",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31548",
      "companyId": "YC31548",
      "title": "Hyper · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hyper-4",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "整合公司信息形成持续更新的知识图谱，为AI工具提供上下文。 自述上线十二天从零到1千MRR，币种和日历截止日未列；50多团队并非已确认付费客户数。",
      "limitation": "公司自述，非独立审计；金额币种、日历截止日和业务归属按核查记录保留缺项。"
    },
    {
      "id": "YC-E-31549",
      "companyId": "YC31549",
      "title": "Enjamb Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/enjamb-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31552",
      "companyId": "YC31552",
      "title": "Arctic Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/arctic-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31553",
      "companyId": "YC31553",
      "title": "Framewise Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/framewise-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：把医疗记录转成患者指导视频并追踪参与情况，主营医疗患者管理。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31554",
      "companyId": "YC31554",
      "title": "Clawvisor · YC公司资料",
      "url": "https://www.ycombinator.com/companies/clawvisor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为Agent应用访问实施任务授权并隔离凭据，属于Agent权限安全设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31555",
      "companyId": "YC31555",
      "title": "rekursiv.ai · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rekursivai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：研究自我改进AI科研团队及后续模型训练来源，按模型研究归类；科研成果声明未独立核验。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31557",
      "companyId": "YC31557",
      "title": "Amorphic Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/amorphic-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31562",
      "companyId": "YC31562",
      "title": "Cohesion · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cohesion",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31563",
      "companyId": "YC31563",
      "title": "Thomas · YC公司资料",
      "url": "https://www.ycombinator.com/companies/thomas",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：以虚拟AI创业者创建和运营互联网业务，按企业经营自动化归类；具体产品成熟度待核验。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31564",
      "companyId": "YC31564",
      "title": "Huscarl · YC公司资料",
      "url": "https://www.ycombinator.com/companies/huscarl",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31569",
      "companyId": "YC31569",
      "title": "Proprio Robotics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/proprio-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31570",
      "companyId": "YC31570",
      "title": "Rindler · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rindler",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31572",
      "companyId": "YC31572",
      "title": "GBrain · YC公司资料",
      "url": "https://www.ycombinator.com/companies/gbrain",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31574",
      "companyId": "YC31574",
      "title": "HeyClicky · YC公司资料",
      "url": "https://www.ycombinator.com/companies/heyclicky",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。 业务分类复核依据：桌面助手通过语音指导个人并后台执行任务，按个人通用助手归类。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-31576",
      "companyId": "YC31576",
      "title": "Akkari · YC公司资料",
      "url": "https://www.ycombinator.com/companies/akkari",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Spring 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31591",
      "companyId": "YC31591",
      "title": "RightNow · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rightnow",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31592",
      "companyId": "YC31592",
      "title": "GitCafe · YC公司资料",
      "url": "https://www.ycombinator.com/companies/gitcafe",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31825",
      "companyId": "YC31825",
      "title": "Kebra · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kebra",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31858",
      "companyId": "YC31858",
      "title": "Torus · YC公司资料",
      "url": "https://www.ycombinator.com/companies/torus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-31989",
      "companyId": "YC31989",
      "title": "Pango · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pango",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32088",
      "companyId": "YC32088",
      "title": "Roma · YC公司资料",
      "url": "https://www.ycombinator.com/companies/roma",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32089",
      "companyId": "YC32089",
      "title": "Hoplite · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hoplite",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32121",
      "companyId": "YC32121",
      "title": "Moonshot · YC公司资料",
      "url": "https://www.ycombinator.com/companies/moonshot-computer",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32122",
      "companyId": "YC32122",
      "title": "Donkey · YC公司资料",
      "url": "https://www.ycombinator.com/companies/donkey",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32124",
      "companyId": "YC32124",
      "title": "Erinys · YC公司资料",
      "url": "https://www.ycombinator.com/companies/erinys",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32127",
      "companyId": "YC32127",
      "title": "Perceptron ML · YC公司资料",
      "url": "https://www.ycombinator.com/companies/perceptron-ml",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32129",
      "companyId": "YC32129",
      "title": "Egoist Machines · YC公司资料",
      "url": "https://www.ycombinator.com/companies/egoist-machines",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32130",
      "companyId": "YC32130",
      "title": "Olam Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/olam-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32133",
      "companyId": "YC32133",
      "title": "Belvedir · YC公司资料",
      "url": "https://www.ycombinator.com/companies/belvedir",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32134",
      "companyId": "YC32134",
      "title": "Parasma · YC公司资料",
      "url": "https://www.ycombinator.com/companies/parasma",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32135",
      "companyId": "YC32135",
      "title": "Trope · YC公司资料",
      "url": "https://www.ycombinator.com/companies/trope",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32136",
      "companyId": "YC32136",
      "title": "Palisade · YC公司资料",
      "url": "https://www.ycombinator.com/companies/palisade",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32138",
      "companyId": "YC32138",
      "title": "NebuSec · YC公司资料",
      "url": "https://www.ycombinator.com/companies/nebusec",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "提供漏洞发现、代码监控、根因分析及补丁生成安全Agent。 40万漏洞奖金在团队与VEGA表述中并存，获奖主体、时期和公司归属待核；奖金不作ARR，排名和漏洞能力尚未独立复核。",
      "limitation": "公司自述，非财务审计或独立技术测试；日历截止日、币种及收入归属缺项保留。"
    },
    {
      "id": "YC-E-32154",
      "companyId": "YC32154",
      "title": "Zomma · YC公司资料",
      "url": "https://www.ycombinator.com/companies/zomma",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32155",
      "companyId": "YC32155",
      "title": "Rex · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rex-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32156",
      "companyId": "YC32156",
      "title": "Enact · YC公司资料",
      "url": "https://www.ycombinator.com/companies/enact",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32157",
      "companyId": "YC32157",
      "title": "Maingen · YC公司资料",
      "url": "https://www.ycombinator.com/companies/maingen",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32160",
      "companyId": "YC32160",
      "title": "MusicArena · YC公司资料",
      "url": "https://www.ycombinator.com/companies/musicarena",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32161",
      "companyId": "YC32161",
      "title": "Bernard · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bernard",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32162",
      "companyId": "YC32162",
      "title": "Studio · YC公司资料",
      "url": "https://www.ycombinator.com/companies/studio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32167",
      "companyId": "YC32167",
      "title": "Orchestra · YC公司资料",
      "url": "https://www.ycombinator.com/companies/orchestra",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32169",
      "companyId": "YC32169",
      "title": "Speko · YC公司资料",
      "url": "https://www.ycombinator.com/companies/speko",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32171",
      "companyId": "YC32171",
      "title": "LemonLime · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lemonlime",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32172",
      "companyId": "YC32172",
      "title": "Jcode · YC公司资料",
      "url": "https://www.ycombinator.com/companies/jcode",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "提供支持多Agent并行工作的Rust编程Agent运行工具。 每月100万是推理支出吞吐，不是公司MRR；YC星数自述和代码可访问不证明付费收入或性能领先。",
      "limitation": "公司自述，非财务审计或独立技术测试；日历截止日、币种及收入归属缺项保留。"
    },
    {
      "id": "YC-E-32187",
      "companyId": "YC32187",
      "title": "Insurf · YC公司资料",
      "url": "https://www.ycombinator.com/companies/insurf",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32188",
      "companyId": "YC32188",
      "title": "IMPACT Drones · YC公司资料",
      "url": "https://www.ycombinator.com/companies/impact-drones",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32189",
      "companyId": "YC32189",
      "title": "Verdant · YC公司资料",
      "url": "https://www.ycombinator.com/companies/verdant",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32190",
      "companyId": "YC32190",
      "title": "General Context Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/general-context-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32191",
      "companyId": "YC32191",
      "title": "Lyon · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lyon",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32193",
      "companyId": "YC32193",
      "title": "Floracene · YC公司资料",
      "url": "https://www.ycombinator.com/companies/floracene",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32194",
      "companyId": "YC32194",
      "title": "GUILD · YC公司资料",
      "url": "https://www.ycombinator.com/companies/guild",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32195",
      "companyId": "YC32195",
      "title": "RealPact · YC公司资料",
      "url": "https://www.ycombinator.com/companies/realpact",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32197",
      "companyId": "YC32197",
      "title": "Evident Machines · YC公司资料",
      "url": "https://www.ycombinator.com/companies/evident-machines",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32198",
      "companyId": "YC32198",
      "title": "Riften · YC公司资料",
      "url": "https://www.ycombinator.com/companies/riften",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32200",
      "companyId": "YC32200",
      "title": "Bizmark · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bizmark",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "连接制造企业系统和表格，自动化采购、报价与生产计划。 自述10.8万ARR；日历截止日、币种及合同组成缺失。创始人此前业务6000万收入与市场规模排除。",
      "limitation": "公司自述，非独立审计；金额币种、日历截止日和业务归属按核查记录保留缺项。"
    },
    {
      "id": "YC-E-32201",
      "companyId": "YC32201",
      "title": "Mosaic · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mosaic-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为团队及编码Agent保存跨会话共享记忆，主营Agent协同上下文设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-32202",
      "companyId": "YC32202",
      "title": "Dialogus · YC公司资料",
      "url": "https://www.ycombinator.com/companies/dialogus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32204",
      "companyId": "YC32204",
      "title": "Alloovium · YC公司资料",
      "url": "https://www.ycombinator.com/companies/alloovium",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32205",
      "companyId": "YC32205",
      "title": "Mochi · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mochi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32206",
      "companyId": "YC32206",
      "title": "DeepReach Inc. · YC公司资料",
      "url": "https://www.ycombinator.com/companies/deepreach-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32220",
      "companyId": "YC32220",
      "title": "COACH · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ai-coach",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32221",
      "companyId": "YC32221",
      "title": "Grocalo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/grocalo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32222",
      "companyId": "YC32222",
      "title": "Audun · YC公司资料",
      "url": "https://www.ycombinator.com/companies/audun",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32223",
      "companyId": "YC32223",
      "title": "Marble · YC公司资料",
      "url": "https://www.ycombinator.com/companies/joinmarble",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32225",
      "companyId": "YC32225",
      "title": "Stoa · YC公司资料",
      "url": "https://www.ycombinator.com/companies/stoa",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：提供GPU买卖询价和定价交易基础设施，属于AI算力供应链。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-32226",
      "companyId": "YC32226",
      "title": "Glen · YC公司资料",
      "url": "https://www.ycombinator.com/companies/glen",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32227",
      "companyId": "YC32227",
      "title": "Context.dev · YC公司资料",
      "url": "https://www.ycombinator.com/companies/contextdev",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32229",
      "companyId": "YC32229",
      "title": "Confetti · YC公司资料",
      "url": "https://www.ycombinator.com/companies/confetti",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32230",
      "companyId": "YC32230",
      "title": "Codag · YC公司资料",
      "url": "https://www.ycombinator.com/companies/codag",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32233",
      "companyId": "YC32233",
      "title": "Exosat · YC公司资料",
      "url": "https://www.ycombinator.com/companies/exosat",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：建设低成本通信卫星网络，远程推理为未来规划，按当前航天实体业务归类。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-32254",
      "companyId": "YC32254",
      "title": "Prodigy Research · YC公司资料",
      "url": "https://www.ycombinator.com/companies/prodigy-research",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32256",
      "companyId": "YC32256",
      "title": "Zaplar · YC公司资料",
      "url": "https://www.ycombinator.com/companies/zaplar",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32257",
      "companyId": "YC32257",
      "title": "Spectre Intelligence · YC公司资料",
      "url": "https://www.ycombinator.com/companies/spectre-intelligence",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32259",
      "companyId": "YC32259",
      "title": "screenpipe · YC公司资料",
      "url": "https://www.ycombinator.com/companies/screenpipe",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32261",
      "companyId": "YC32261",
      "title": "Rasyn · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rasyn",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：研发预测化学配方表现的模型并建设实验数据闭环，按模型产品归类，应用行业为化学研发。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-32262",
      "companyId": "YC32262",
      "title": "Alkera AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/alkera-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32286",
      "companyId": "YC32286",
      "title": "Definite · YC公司资料",
      "url": "https://www.ycombinator.com/companies/definite",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32288",
      "companyId": "YC32288",
      "title": "Callbook AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/callbook-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：用AI联系和协商逾期借款人，主营金融催收服务。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-32352",
      "companyId": "YC32352",
      "title": "Veltha · YC公司资料",
      "url": "https://www.ycombinator.com/companies/veltha",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32418",
      "companyId": "YC32418",
      "title": "Traceforce · YC公司资料",
      "url": "https://www.ycombinator.com/companies/traceforce",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32484",
      "companyId": "YC32484",
      "title": "EdotEnv · YC公司资料",
      "url": "https://www.ycombinator.com/companies/edotenv",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32517",
      "companyId": "YC32517",
      "title": "Standard Machines · YC公司资料",
      "url": "https://www.ycombinator.com/companies/standard-machines",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32522",
      "companyId": "YC32522",
      "title": "Peer · YC公司资料",
      "url": "https://www.ycombinator.com/companies/peer",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32523",
      "companyId": "YC32523",
      "title": "Elite · YC公司资料",
      "url": "https://www.ycombinator.com/companies/elite",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32525",
      "companyId": "YC32525",
      "title": "FlowManual · YC公司资料",
      "url": "https://www.ycombinator.com/companies/flowmanual",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32526",
      "companyId": "YC32526",
      "title": "Pluto · YC公司资料",
      "url": "https://www.ycombinator.com/companies/talentpluto",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：通过语音整理职业背景供企业招聘搜索，属于企业人力资源工作。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-32550",
      "companyId": "YC32550",
      "title": "Audora · YC公司资料",
      "url": "https://www.ycombinator.com/companies/audora",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32551",
      "companyId": "YC32551",
      "title": "Bloomy · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bloomy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32588",
      "companyId": "YC32588",
      "title": "Almanac · YC公司资料",
      "url": "https://www.ycombinator.com/companies/almanac",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32617",
      "companyId": "YC32617",
      "title": "Whitespace · YC公司资料",
      "url": "https://www.ycombinator.com/companies/whitespace",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32618",
      "companyId": "YC32618",
      "title": "Click · YC公司资料",
      "url": "https://www.ycombinator.com/companies/click",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：托管Agent运行、沙盒、浏览器及搜索基础设施，属于Agent运行设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-32619",
      "companyId": "YC32619",
      "title": "Akon Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/akon-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32620",
      "companyId": "YC32620",
      "title": "Gradon · YC公司资料",
      "url": "https://www.ycombinator.com/companies/gradon",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32622",
      "companyId": "YC32622",
      "title": "Rational · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rational",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32623",
      "companyId": "YC32623",
      "title": "Omanta · YC公司资料",
      "url": "https://www.ycombinator.com/companies/omanta",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32624",
      "companyId": "YC32624",
      "title": "Fabraix · YC公司资料",
      "url": "https://www.ycombinator.com/companies/fabraix",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32625",
      "companyId": "YC32625",
      "title": "Qlo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/qlo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32627",
      "companyId": "YC32627",
      "title": "Tenor · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tenor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32649",
      "companyId": "YC32649",
      "title": "Daqstra · YC公司资料",
      "url": "https://www.ycombinator.com/companies/daqstra",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：连接航天、能源和机器人研发测试硬件并编排实验，属于实体工程研发。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-32650",
      "companyId": "YC32650",
      "title": "Risklytics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/risklytics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32682",
      "companyId": "YC32682",
      "title": "LATO · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lato",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32716",
      "companyId": "YC32716",
      "title": "Neuromorphic · YC公司资料",
      "url": "https://www.ycombinator.com/companies/neuromorphic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32717",
      "companyId": "YC32717",
      "title": "Neuron Industries · YC公司资料",
      "url": "https://www.ycombinator.com/companies/neuron-industries",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32749",
      "companyId": "YC32749",
      "title": "Arbital · YC公司资料",
      "url": "https://www.ycombinator.com/companies/arbital",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "提供股票、加密资产和永续合约交易及自动策略终端。 累计13.5亿和月4.35亿为交易量，不是收入；AI角色主要来自目录标签，正文未具体说明。",
      "limitation": "公司自述，非财务审计或独立技术测试；日历截止日、币种及收入归属缺项保留。"
    },
    {
      "id": "YC-E-32750",
      "companyId": "YC32750",
      "title": "Ultrasonium · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ultrasonium",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32751",
      "companyId": "YC32751",
      "title": "Vestris · YC公司资料",
      "url": "https://www.ycombinator.com/companies/vestris",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32752",
      "companyId": "YC32752",
      "title": "Moving Atoms · YC公司资料",
      "url": "https://www.ycombinator.com/companies/moving-atoms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32781",
      "companyId": "YC32781",
      "title": "Isengard Industries Inc · YC公司资料",
      "url": "https://www.ycombinator.com/companies/isengard-industries-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32782",
      "companyId": "YC32782",
      "title": "Denta · YC公司资料",
      "url": "https://www.ycombinator.com/companies/denta",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32815",
      "companyId": "YC32815",
      "title": "TryNearby · YC公司资料",
      "url": "https://www.ycombinator.com/companies/trynearby",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32848",
      "companyId": "YC32848",
      "title": "Luca IQ · YC公司资料",
      "url": "https://www.ycombinator.com/companies/luca-iq",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32914",
      "companyId": "YC32914",
      "title": "Bear · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bear-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32947",
      "companyId": "YC32947",
      "title": "Executor · YC公司资料",
      "url": "https://www.ycombinator.com/companies/executor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32948",
      "companyId": "YC32948",
      "title": "Waybill · YC公司资料",
      "url": "https://www.ycombinator.com/companies/waybill",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32979",
      "companyId": "YC32979",
      "title": "RonanRx Inc. · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ronanrx-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32981",
      "companyId": "YC32981",
      "title": "Marengo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/marengo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "用内部AI工具和专业工程师交付数据中心选址及许可设计。 首月7万收入与400万待交付合同分项保存；未明确经常性，不年化首月收入为ARR。团队履历和投资方AUM排除。",
      "limitation": "公司自述，非财务审计或独立技术测试；日历截止日、币种及收入归属缺项保留。"
    },
    {
      "id": "YC-E-32985",
      "companyId": "YC32985",
      "title": "Lumeria · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lumeria",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-32988",
      "companyId": "YC32988",
      "title": "Markov · YC公司资料",
      "url": "https://www.ycombinator.com/companies/markov",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33014",
      "companyId": "YC33014",
      "title": "Inkbox · YC公司资料",
      "url": "https://www.ycombinator.com/companies/inkbox",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33016",
      "companyId": "YC33016",
      "title": "Gamgee · YC公司资料",
      "url": "https://www.ycombinator.com/companies/gamgee",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：利用基因分析设计个性化犬癌症疫苗并组织临床流程，属于兽医生物医药。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-33017",
      "companyId": "YC33017",
      "title": "ProvenMetal · YC公司资料",
      "url": "https://www.ycombinator.com/companies/provenmetal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33020",
      "companyId": "YC33020",
      "title": "Radley · YC公司资料",
      "url": "https://www.ycombinator.com/companies/radley",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "通过收购及运营放射科诊所，将Agent用于临床及业务流程。 460万年化收入与正在收购诊所相关，交割和并表时点未核；220万合同不等于当期确认收入或ARR。",
      "limitation": "公司自述，非独立审计；金额币种、日历截止日和业务归属按核查记录保留缺项。"
    },
    {
      "id": "YC-E-33022",
      "companyId": "YC33022",
      "title": "Praxis Robotics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/praxis-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33023",
      "companyId": "YC33023",
      "title": "Levocred AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/levocred-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33045",
      "companyId": "YC33045",
      "title": "Axelrod · YC公司资料",
      "url": "https://www.ycombinator.com/companies/axelrod",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：自动处理酒店前台及后台任务，属于酒店行业运营应用。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-33046",
      "companyId": "YC33046",
      "title": "CarSignal · YC公司资料",
      "url": "https://www.ycombinator.com/companies/carsignal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33047",
      "companyId": "YC33047",
      "title": "Decawork · YC公司资料",
      "url": "https://www.ycombinator.com/companies/decawork",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33048",
      "companyId": "YC33048",
      "title": "Pennant · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pennant",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33050",
      "companyId": "YC33050",
      "title": "Derya · YC公司资料",
      "url": "https://www.ycombinator.com/companies/derya",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33051",
      "companyId": "YC33051",
      "title": "Tokenless · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tokenless",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33052",
      "companyId": "YC33052",
      "title": "Mireye · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mireye",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33053",
      "companyId": "YC33053",
      "title": "Shiraz AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/shiraz-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33054",
      "companyId": "YC33054",
      "title": "Lamb Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lamb-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33056",
      "companyId": "YC33056",
      "title": "83 Sciences · YC公司资料",
      "url": "https://www.ycombinator.com/companies/83-sciences",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：从实验数据挖掘新材料研发线索，属于实体材料产业研发。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-33059",
      "companyId": "YC33059",
      "title": "Palisade · YC公司资料",
      "url": "https://www.ycombinator.com/companies/palisade-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33062",
      "companyId": "YC33062",
      "title": "Hubble · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hubble-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33111",
      "companyId": "YC33111",
      "title": "Skymerse · YC公司资料",
      "url": "https://www.ycombinator.com/companies/skymerse",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33177",
      "companyId": "YC33177",
      "title": "HyperProbe · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hyperprobe",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33178",
      "companyId": "YC33178",
      "title": "TovenAI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tovenai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33179",
      "companyId": "YC33179",
      "title": "Verdict Machine · YC公司资料",
      "url": "https://www.ycombinator.com/companies/verdict-machine",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33248",
      "companyId": "YC33248",
      "title": "Dock · YC公司资料",
      "url": "https://www.ycombinator.com/companies/dock",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33250",
      "companyId": "YC33250",
      "title": "isoquant · YC公司资料",
      "url": "https://www.ycombinator.com/companies/isoquant",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33278",
      "companyId": "YC33278",
      "title": "PRINCEPS · YC公司资料",
      "url": "https://www.ycombinator.com/companies/princeps",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33279",
      "companyId": "YC33279",
      "title": "Hebbian Robotics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hebbian-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33282",
      "companyId": "YC33282",
      "title": "Florin · YC公司资料",
      "url": "https://www.ycombinator.com/companies/florin",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33283",
      "companyId": "YC33283",
      "title": "Locke · YC公司资料",
      "url": "https://www.ycombinator.com/companies/locke",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33310",
      "companyId": "YC33310",
      "title": "Petrarch · YC公司资料",
      "url": "https://www.ycombinator.com/companies/petrarch",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33311",
      "companyId": "YC33311",
      "title": "SpaceFlow Technologies, Inc. · YC公司资料",
      "url": "https://www.ycombinator.com/companies/spaceflow-technologies-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33314",
      "companyId": "YC33314",
      "title": "Avoca Systems · YC公司资料",
      "url": "https://www.ycombinator.com/companies/avoca-systems",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33316",
      "companyId": "YC33316",
      "title": "Tracer · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tracer",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。 业务分类复核依据：研究模型协调、集成及自适应推理以提升AI能力，属于模型研究。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-33317",
      "companyId": "YC33317",
      "title": "Wondering · YC公司资料",
      "url": "https://www.ycombinator.com/companies/wondering",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33318",
      "companyId": "YC33318",
      "title": "HillStar · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hillstar",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33342",
      "companyId": "YC33342",
      "title": "Nex · YC公司资料",
      "url": "https://www.ycombinator.com/companies/nex",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33344",
      "companyId": "YC33344",
      "title": "Dawn Industries · YC公司资料",
      "url": "https://www.ycombinator.com/companies/dawn-industries",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33345",
      "companyId": "YC33345",
      "title": "CueBench · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cuebench",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33348",
      "companyId": "YC33348",
      "title": "Autoresearch, Inc. · YC公司资料",
      "url": "https://www.ycombinator.com/companies/autoresearch-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33349",
      "companyId": "YC33349",
      "title": "Robocurve · YC公司资料",
      "url": "https://www.ycombinator.com/companies/robocurve",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33441",
      "companyId": "YC33441",
      "title": "Allia Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/allia-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33540",
      "companyId": "YC33540",
      "title": "Osseus · YC公司资料",
      "url": "https://www.ycombinator.com/companies/osseus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33573",
      "companyId": "YC33573",
      "title": "hardware intelligence · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hardware-intelligence",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33639",
      "companyId": "YC33639",
      "title": "Magma · YC公司资料",
      "url": "https://www.ycombinator.com/companies/magma",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33673",
      "companyId": "YC33673",
      "title": "Caution · YC公司资料",
      "url": "https://www.ycombinator.com/companies/caution",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33674",
      "companyId": "YC33674",
      "title": "UFO.ai · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ufoai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33738",
      "companyId": "YC33738",
      "title": "CoArena · YC公司资料",
      "url": "https://www.ycombinator.com/companies/coarena",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33804",
      "companyId": "YC33804",
      "title": "Neomatter · YC公司资料",
      "url": "https://www.ycombinator.com/companies/neomatter",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33805",
      "companyId": "YC33805",
      "title": "Edviro · YC公司资料",
      "url": "https://www.ycombinator.com/companies/edviro",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33806",
      "companyId": "YC33806",
      "title": "Experiential Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/experiential-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33838",
      "companyId": "YC33838",
      "title": "Simantic · YC公司资料",
      "url": "https://www.ycombinator.com/companies/simantic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33936",
      "companyId": "YC33936",
      "title": "Conifer · YC公司资料",
      "url": "https://www.ycombinator.com/companies/conifer",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-33969",
      "companyId": "YC33969",
      "title": "OpenTag · YC公司资料",
      "url": "https://www.ycombinator.com/companies/opentag",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Summer 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-34134",
      "companyId": "YC34134",
      "title": "Voyager · YC公司资料",
      "url": "https://www.ycombinator.com/companies/voyager",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-34431",
      "companyId": "YC34431",
      "title": "Hue · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hue",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-34464",
      "companyId": "YC34464",
      "title": "herdr · YC公司资料",
      "url": "https://www.ycombinator.com/companies/herdr",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-34530",
      "companyId": "YC34530",
      "title": "Theo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/theo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-34597",
      "companyId": "YC34597",
      "title": "Sentient OS · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sentient-os",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-34629",
      "companyId": "YC34629",
      "title": "Simulithic · YC公司资料",
      "url": "https://www.ycombinator.com/companies/simulithic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-34696",
      "companyId": "YC34696",
      "title": "ChemPilot.ai · YC公司资料",
      "url": "https://www.ycombinator.com/companies/chempilotai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：用AI及量子仿真研发能源材料、聚合物和复合材料，属于实体材料产业。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-34761",
      "companyId": "YC34761",
      "title": "Veeza AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/veeza-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-34794",
      "companyId": "YC34794",
      "title": "Petrichor · YC公司资料",
      "url": "https://www.ycombinator.com/companies/petrichor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-34861",
      "companyId": "YC34861",
      "title": "Topos · YC公司资料",
      "url": "https://www.ycombinator.com/companies/topos",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：研究Agent群的通信、形式化及推理验证，按通用智能研究归类，首先面向生物研究。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-34862",
      "companyId": "YC34862",
      "title": "Saccade · YC公司资料",
      "url": "https://www.ycombinator.com/companies/saccade",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-34893",
      "companyId": "YC34893",
      "title": "Agent 37 · YC公司资料",
      "url": "https://www.ycombinator.com/companies/agent-37",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-34895",
      "companyId": "YC34895",
      "title": "OpenScaffold · YC公司资料",
      "url": "https://www.ycombinator.com/companies/openscaffold",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-34896",
      "companyId": "YC34896",
      "title": "Faraday · YC公司资料",
      "url": "https://www.ycombinator.com/companies/faraday",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-34959",
      "companyId": "YC34959",
      "title": "Applied Kinetics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/applied-kinetics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35092",
      "companyId": "YC35092",
      "title": "Cardinal Square · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cardinal-square",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35094",
      "companyId": "YC35094",
      "title": "Forward · YC公司资料",
      "url": "https://www.ycombinator.com/companies/useforward",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35096",
      "companyId": "YC35096",
      "title": "Stacktrace · YC公司资料",
      "url": "https://www.ycombinator.com/companies/stacktrace",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35125",
      "companyId": "YC35125",
      "title": "Altair Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/altair-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35126",
      "companyId": "YC35126",
      "title": "Armorer Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/armorer-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35128",
      "companyId": "YC35128",
      "title": "Talos · YC公司资料",
      "url": "https://www.ycombinator.com/companies/talos-us",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35190",
      "companyId": "YC35190",
      "title": "Lantern AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lantern-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35191",
      "companyId": "YC35191",
      "title": "Munito AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/munito-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35257",
      "companyId": "YC35257",
      "title": "Nodus Compute · YC公司资料",
      "url": "https://www.ycombinator.com/companies/nodus-compute",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：整合GPU容量、运行AI工作负载并优化计算成本，属于算力执行设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-35258",
      "companyId": "YC35258",
      "title": "Mirrors · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mirrors",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35260",
      "companyId": "YC35260",
      "title": "OpenCrawl · YC公司资料",
      "url": "https://www.ycombinator.com/companies/opencrawl",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35262",
      "companyId": "YC35262",
      "title": "Bryel · YC公司资料",
      "url": "https://www.ycombinator.com/companies/bryel",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35263",
      "companyId": "YC35263",
      "title": "River · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rivereditor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35265",
      "companyId": "YC35265",
      "title": "Hopper · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hopper",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35266",
      "companyId": "YC35266",
      "title": "TrueMile · YC公司资料",
      "url": "https://www.ycombinator.com/companies/truemile",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35289",
      "companyId": "YC35289",
      "title": "ByteAsk · YC公司资料",
      "url": "https://www.ycombinator.com/companies/byteask",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35291",
      "companyId": "YC35291",
      "title": "Elimentary · YC公司资料",
      "url": "https://www.ycombinator.com/companies/elimentary",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35292",
      "companyId": "YC35292",
      "title": "Agent Relay · YC公司资料",
      "url": "https://www.ycombinator.com/companies/agent-relay",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35322",
      "companyId": "YC35322",
      "title": "Helios Intelligence · YC公司资料",
      "url": "https://www.ycombinator.com/companies/helios-intelligence",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35355",
      "companyId": "YC35355",
      "title": "Invertix · YC公司资料",
      "url": "https://www.ycombinator.com/companies/invertix",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：用AI自主运行发电厂，属于实体能源运营。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-35356",
      "companyId": "YC35356",
      "title": "Raven · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sintem",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35392",
      "companyId": "YC35392",
      "title": "Dydema · YC公司资料",
      "url": "https://www.ycombinator.com/companies/dydema",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35393",
      "companyId": "YC35393",
      "title": "Plek · YC公司资料",
      "url": "https://www.ycombinator.com/companies/plek",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35395",
      "companyId": "YC35395",
      "title": "Workers IO · YC公司资料",
      "url": "https://www.ycombinator.com/companies/workers-io",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35422",
      "companyId": "YC35422",
      "title": "Praxis · YC公司资料",
      "url": "https://www.ycombinator.com/companies/praxis",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35454",
      "companyId": "YC35454",
      "title": "Shepherd Robotics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/shepherd-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35521",
      "companyId": "YC35521",
      "title": "ORO AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/oro-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35522",
      "companyId": "YC35522",
      "title": "Hemlock · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hemlock",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：采集带力与接触标注的人类视频供物理AI训练，按训练数据基础设施归类。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-35525",
      "companyId": "YC35525",
      "title": "Orca Aerospace · YC公司资料",
      "url": "https://www.ycombinator.com/companies/orca-aerospace",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：把AI决策和确定性执行工具部署到卫星上，属于航天自主系统。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-35553",
      "companyId": "YC35553",
      "title": "0.security · YC公司资料",
      "url": "https://www.ycombinator.com/companies/0security",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35587",
      "companyId": "YC35587",
      "title": "Ploid · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ploid",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35652",
      "companyId": "YC35652",
      "title": "Primordiant · YC公司资料",
      "url": "https://www.ycombinator.com/companies/primordiant",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35685",
      "companyId": "YC35685",
      "title": "Obia · YC公司资料",
      "url": "https://www.ycombinator.com/companies/obia",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35751",
      "companyId": "YC35751",
      "title": "Rystic · YC公司资料",
      "url": "https://www.ycombinator.com/companies/rystic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35784",
      "companyId": "YC35784",
      "title": "Vorelios · YC公司资料",
      "url": "https://www.ycombinator.com/companies/vorelios",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35850",
      "companyId": "YC35850",
      "title": "Dreamscale Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/dreamscale-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35883",
      "companyId": "YC35883",
      "title": "Halmos Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/halmos-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：自动化生物技术实验设计和疫苗制造相关研发，属于生物医药科研。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-35950",
      "companyId": "YC35950",
      "title": "Resin Technologies · YC公司资料",
      "url": "https://www.ycombinator.com/companies/resin-technologies",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-35983",
      "companyId": "YC35983",
      "title": "Telamont · YC公司资料",
      "url": "https://www.ycombinator.com/companies/telamont",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36015",
      "companyId": "YC36015",
      "title": "Ignition Benefits · YC公司资料",
      "url": "https://www.ycombinator.com/companies/ignition-benefits",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36016",
      "companyId": "YC36016",
      "title": "Pomerado · YC公司资料",
      "url": "https://www.ycombinator.com/companies/pomerado",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36048",
      "companyId": "YC36048",
      "title": "Archgen Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/archgen-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36081",
      "companyId": "YC36081",
      "title": "Polemos Industries · YC公司资料",
      "url": "https://www.ycombinator.com/companies/polemos-industries",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：制造AI制导弹道飞行器及发射系统，按实体航空防务产业归类。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-36084",
      "companyId": "YC36084",
      "title": "Covera · YC公司资料",
      "url": "https://www.ycombinator.com/companies/covera",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36086",
      "companyId": "YC36086",
      "title": "Hesper AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hesper-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36147",
      "companyId": "YC36147",
      "title": "Reconero · YC公司资料",
      "url": "https://www.ycombinator.com/companies/reconero",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36180",
      "companyId": "YC36180",
      "title": "Vexo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/vexo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36181",
      "companyId": "YC36181",
      "title": "Archangel Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/archangel-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36213",
      "companyId": "YC36213",
      "title": "Yam · YC公司资料",
      "url": "https://www.ycombinator.com/companies/yam",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36279",
      "companyId": "YC36279",
      "title": "Native · YC公司资料",
      "url": "https://www.ycombinator.com/companies/native",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36345",
      "companyId": "YC36345",
      "title": "Shire Intelligence · YC公司资料",
      "url": "https://www.ycombinator.com/companies/shire-intelligence",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：通过现有摄像头识别餐厅现场情况并提示服务人员，属于餐饮行业运营。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-36346",
      "companyId": "YC36346",
      "title": "Silica · YC公司资料",
      "url": "https://www.ycombinator.com/companies/silica",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36347",
      "companyId": "YC36347",
      "title": "Latent · YC公司资料",
      "url": "https://www.ycombinator.com/companies/trylatent",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36348",
      "companyId": "YC36348",
      "title": "antimattr · YC公司资料",
      "url": "https://www.ycombinator.com/companies/antimattr",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36378",
      "companyId": "YC36378",
      "title": "Synara · YC公司资料",
      "url": "https://www.ycombinator.com/companies/synara",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36510",
      "companyId": "YC36510",
      "title": "Preload · YC公司资料",
      "url": "https://www.ycombinator.com/companies/preload",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36576",
      "companyId": "YC36576",
      "title": "Sutrix · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sutrix",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36577",
      "companyId": "YC36577",
      "title": "OpEra · YC公司资料",
      "url": "https://www.ycombinator.com/companies/opera",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36643",
      "companyId": "YC36643",
      "title": "Papaya · YC公司资料",
      "url": "https://www.ycombinator.com/companies/papaya",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36644",
      "companyId": "YC36644",
      "title": "Vouch · YC公司资料",
      "url": "https://www.ycombinator.com/companies/vouchwealth",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36741",
      "companyId": "YC36741",
      "title": "Perit.AI · YC公司资料",
      "url": "https://www.ycombinator.com/companies/peritai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36776",
      "companyId": "YC36776",
      "title": "UXDuck · YC公司资料",
      "url": "https://www.ycombinator.com/companies/uxduck",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36777",
      "companyId": "YC36777",
      "title": "Sona8 · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sona8",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36840",
      "companyId": "YC36840",
      "title": "Axonnic · YC公司资料",
      "url": "https://www.ycombinator.com/companies/axonnic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36908",
      "companyId": "YC36908",
      "title": "RouterPlus · YC公司资料",
      "url": "https://www.ycombinator.com/companies/routerplus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36940",
      "companyId": "YC36940",
      "title": "Quippy · YC公司资料",
      "url": "https://www.ycombinator.com/companies/quippy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36972",
      "companyId": "YC36972",
      "title": "Composal · YC公司资料",
      "url": "https://www.ycombinator.com/companies/composal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-36974",
      "companyId": "YC36974",
      "title": "Epsilab · YC公司资料",
      "url": "https://www.ycombinator.com/companies/epsilab-com",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37005",
      "companyId": "YC37005",
      "title": "Verdun · YC公司资料",
      "url": "https://www.ycombinator.com/companies/verdun",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37038",
      "companyId": "YC37038",
      "title": "Caveman · YC公司资料",
      "url": "https://www.ycombinator.com/companies/caveman",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37071",
      "companyId": "YC37071",
      "title": "Acyclic Labs · YC公司资料",
      "url": "https://www.ycombinator.com/companies/acyclic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：提供并行Agent隔离、任务拆分和结果合并运行平台，属于Agent运行设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-37203",
      "companyId": "YC37203",
      "title": "Volaren Inc. · YC公司资料",
      "url": "https://www.ycombinator.com/companies/volaren-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37238",
      "companyId": "YC37238",
      "title": "Terse · YC公司资料",
      "url": "https://www.ycombinator.com/companies/useterse",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为多Agent协调与软件工厂提供基础设施，属于Agent开发运行设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-37273",
      "companyId": "YC37273",
      "title": "Frontrunner · YC公司资料",
      "url": "https://www.ycombinator.com/companies/frontrunner",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37274",
      "companyId": "YC37274",
      "title": "Decent · YC公司资料",
      "url": "https://www.ycombinator.com/companies/decent-com",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37401",
      "companyId": "YC37401",
      "title": "Theseus Robotics · YC公司资料",
      "url": "https://www.ycombinator.com/companies/theseus-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37435",
      "companyId": "YC37435",
      "title": "GrayPass · YC公司资料",
      "url": "https://www.ycombinator.com/companies/graypass",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：结合身份、设备和行为信号审批敏感操作，属于企业通用安全；Agent代办是应用场景之一。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-37467",
      "companyId": "YC37467",
      "title": "Cyclon · YC公司资料",
      "url": "https://www.ycombinator.com/companies/cyclon",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37533",
      "companyId": "YC37533",
      "title": "HABU · YC公司资料",
      "url": "https://www.ycombinator.com/companies/habu",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37566",
      "companyId": "YC37566",
      "title": "The Agentic Data Co. · YC公司资料",
      "url": "https://www.ycombinator.com/companies/the-agentic-data-co",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37600",
      "companyId": "YC37600",
      "title": "Redoubt Insurance · YC公司资料",
      "url": "https://www.ycombinator.com/companies/redoubt-insurance",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37601",
      "companyId": "YC37601",
      "title": "Lark · YC公司资料",
      "url": "https://www.ycombinator.com/companies/lark-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37602",
      "companyId": "YC37602",
      "title": "Superserve · YC公司资料",
      "url": "https://www.ycombinator.com/companies/superserve",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：为Agent和强化学习环境提供可暂停及分叉的隔离虚拟机，属于Agent运行设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-37698",
      "companyId": "YC37698",
      "title": "Canos · YC公司资料",
      "url": "https://www.ycombinator.com/companies/canos",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：提供犬癌症血液检测和监测平台，属于兽医诊断；长简介未说明AI具体作用，AI资格仍待核验。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-37732",
      "companyId": "YC37732",
      "title": "Hundred · YC公司资料",
      "url": "https://www.ycombinator.com/companies/hundred",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37830",
      "companyId": "YC37830",
      "title": "Tilo · YC公司资料",
      "url": "https://www.ycombinator.com/companies/tilo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。 业务分类复核依据：让应用导出动作供Agent通过MCP操作的协同操作系统，属于Agent执行设施。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。业务分类由研究者按公司自述人工复核，未据此认定技术水平、客户效果或收入。"
    },
    {
      "id": "YC-E-37831",
      "companyId": "YC37831",
      "title": "Kairos Health · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kairos-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37863",
      "companyId": "YC37863",
      "title": "Kiwi · YC公司资料",
      "url": "https://www.ycombinator.com/companies/kiwi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37896",
      "companyId": "YC37896",
      "title": "Aucert · YC公司资料",
      "url": "https://www.ycombinator.com/companies/aucert",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37995",
      "companyId": "YC37995",
      "title": "Sintropix · YC公司资料",
      "url": "https://www.ycombinator.com/companies/sintropix",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37997",
      "companyId": "YC37997",
      "title": "Phone Harness · YC公司资料",
      "url": "https://www.ycombinator.com/companies/phone-harness",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-37998",
      "companyId": "YC37998",
      "title": "Adside.ai · YC公司资料",
      "url": "https://www.ycombinator.com/companies/adsideai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-38061",
      "companyId": "YC38061",
      "title": "Maritime · YC公司资料",
      "url": "https://www.ycombinator.com/companies/maritime",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-38127",
      "companyId": "YC38127",
      "title": "DeepMark · YC公司资料",
      "url": "https://www.ycombinator.com/companies/deepmark",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2025年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-38226",
      "companyId": "YC38226",
      "title": "Wondersearch · YC公司资料",
      "url": "https://www.ycombinator.com/companies/wondersearch",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-38391",
      "companyId": "YC38391",
      "title": "Boxes.dev · YC公司资料",
      "url": "https://www.ycombinator.com/companies/boxesdev",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-38492",
      "companyId": "YC38492",
      "title": "Mantle · YC公司资料",
      "url": "https://www.ycombinator.com/companies/mantle-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-E-38953",
      "companyId": "YC38953",
      "title": "Spacesheep · YC公司资料",
      "url": "https://www.ycombinator.com/companies/spacesheep",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司目录基础资料",
      "summary": "页面标注成立于2026年，批次为Fall 2026。团队人数与主业务简介见公司表。",
      "limitation": "成立年份、团队人数、AI标签及简介均为公司自述；页面访问日不是收入时点。规则初分尚待人工复核，未据此认定技术水平或收入。"
    },
    {
      "id": "YC-X-26144",
      "companyId": null,
      "title": "MSPilot · 年份待核查",
      "url": "https://www.ycombinator.com/companies/mspilot",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "目录日期冲突",
      "summary": "成立年份字段为2026，YC批次字段为Fall 2025。",
      "limitation": "字段可能涉及更名、转型或资料变更；不能仅凭此判断错误原因或财务真实性。"
    },
    {
      "id": "YC-X-30226",
      "companyId": null,
      "title": "Elip AI · 年份待核查",
      "url": "https://www.ycombinator.com/companies/elip-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "目录日期冲突",
      "summary": "成立年份字段为2026，YC批次字段为Winter 2025。",
      "limitation": "字段可能涉及更名、转型或资料变更；不能仅凭此判断错误原因或财务真实性。"
    },
    {
      "id": "YC-X-30671",
      "companyId": null,
      "title": "Panoptive · 年份待核查",
      "url": "https://www.ycombinator.com/companies/panoptive",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "目录日期冲突",
      "summary": "成立年份字段为2026，YC批次字段为Summer 2025。",
      "limitation": "字段可能涉及更名、转型或资料变更；不能仅凭此判断错误原因或财务真实性。"
    },
    {
      "id": "YC-X-30975",
      "companyId": null,
      "title": "MadeThis · 年份待核查",
      "url": "https://www.ycombinator.com/companies/madethis",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "目录日期冲突",
      "summary": "成立年份字段为2026，YC批次字段为Fall 2025。",
      "limitation": "字段可能涉及更名、转型或资料变更；不能仅凭此判断错误原因或财务真实性。"
    },
    {
      "id": "YC-X-30983",
      "companyId": null,
      "title": "Layers · 年份待核查",
      "url": "https://www.ycombinator.com/companies/layers",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "目录日期冲突",
      "summary": "成立年份字段为2026，YC批次字段为Fall 2025。",
      "limitation": "字段可能涉及更名、转型或资料变更；不能仅凭此判断错误原因或财务真实性。"
    },
    {
      "id": "YC-X-30999",
      "companyId": null,
      "title": "Antigen · 年份待核查",
      "url": "https://www.ycombinator.com/companies/antigen",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "目录日期冲突",
      "summary": "成立年份字段为2026，YC批次字段为Fall 2025。",
      "limitation": "字段可能涉及更名、转型或资料变更；不能仅凭此判断错误原因或财务真实性。"
    },
    {
      "id": "YC-COVERAGE",
      "companyId": null,
      "title": "YC候选发现与官方页面核查范围",
      "url": "https://github.com/yc-oss/api",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "候选发现范围",
      "summary": "以非官方镜像中2025—2026八个YC批次为候选池，再读取对应官方公司页面的成立年份、团队人数与业务字段。",
      "limitation": "只覆盖该候选池公开页面，不能称全球全部AI公司；AI关键词命中与业务规则初分不是独立验证。"
    },
    {
      "id": "MR-E-boothie",
      "companyId": "MR001",
      "title": "Boothie · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/boothie",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 53,101美元、近30日收入 52,955美元；最后同步日期2026-10-29，来源标记为RevenueCat。 平台另显示2,240份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-white-glove-content",
      "companyId": "MR002",
      "title": "White Glove Content · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/white-glove-content",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 62,423美元、近30日收入 66,934美元；最后同步日期2026-10-29，来源标记为Stripe。 平台另显示516份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-speel-co",
      "companyId": "MR003",
      "title": "Speel.co · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/speel-co",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 65,381美元、近30日收入 1,764美元；最后同步日期2026-10-29，来源标记为Stripe。 平台另显示1,099份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-laper",
      "companyId": "MR004",
      "title": "Laper · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/laper",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 49,069美元、近30日收入 52,365美元；最后同步日期2026-10-29，来源标记为Stripe。 平台另显示1,510份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-getebook-ai",
      "companyId": "MR005",
      "title": "GETebook.ai · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/getebook-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 10,629美元、近30日收入 37,341美元；最后同步日期2026-10-29，来源标记为Stripe。 平台另显示223份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-trackai",
      "companyId": "MR006",
      "title": "TrackAI · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/trackai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 19,437美元、近30日收入 19,541美元；最后同步日期2026-10-27，来源标记为RevenueCat。页面提示连接已过期。 平台另显示5,160份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-nutria",
      "companyId": "MR007",
      "title": "nutrIA（Nutria Inc） · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/nutria",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 18,198美元、近30日收入 37,377美元；最后同步日期2026-10-29，来源标记为RevenueCat。 平台另显示5,896份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-nutria-9e3eaa",
      "companyId": "MR008",
      "title": "Calyra（平台名Nutria 9e3eaa） · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/nutria-9e3eaa",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 46,562美元、近30日收入 74,339美元；最后同步日期2026-10-29，来源标记为RevenueCat。 平台另显示15,352份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-verbi",
      "companyId": "MR009",
      "title": "Verbi · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/verbi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 22,066美元、近30日收入 32,324美元；最后同步日期2026-10-29，来源标记为RevenueCat。 平台另显示4,796份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-abmaxx",
      "companyId": "MR010",
      "title": "AbMaxx · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/abmaxx",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 20,483美元、近30日收入 42,064美元；最后同步日期2026-10-29，来源标记为RevenueCat。 平台另显示5,634份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-traxy-ai",
      "companyId": "MR011",
      "title": "traxy.ai · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/traxy-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 52,438美元、近30日收入 57,174美元；最后同步日期2026-10-29，来源标记为Stripe。 平台另显示242份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-notfair",
      "companyId": "MR012",
      "title": "NotFair · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/notfair",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 13,376美元、近30日收入 16,441美元；最后同步日期2026-10-29，来源标记为Stripe。 平台另显示113份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-adspirer",
      "companyId": "MR013",
      "title": "Adspirer · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/adspirer",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 54,684美元、近30日收入 70,229美元；最后同步日期2026-06-29，来源标记为Stripe。页面提示连接已过期。 平台另显示742份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-prosp",
      "companyId": "MR014",
      "title": "PROSP · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/prosp",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 128,005美元、近30日收入 98,483美元；最后同步日期2026-02-05，来源标记为Stripe。页面提示连接已过期。 平台另显示1,108份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-rank-prompt",
      "companyId": "MR015",
      "title": "Rank Prompt · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/rank-prompt",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 40,112美元、近30日收入 52,297美元；最后同步日期2026-10-29，来源标记为Stripe。 平台另显示213份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-chatseo",
      "companyId": "MR016",
      "title": "ChatSEO · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/chatseo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 33,334美元、近30日收入 48,852美元；最后同步日期2026-10-29，来源标记为Stripe。 平台另显示750份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-E-superfruits",
      "companyId": "AI016",
      "title": "Gojiberry AI · TrustMRR公开资料",
      "url": "https://trustmrr.com/startup/superfruits",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "支付平台连接数据",
      "summary": "页面MRR 424,368美元、近30日收入 407,199美元；最后同步日期2026-08-14，来源标记为Stripe。页面提示连接已过期。 平台另显示3,944份活跃订阅。",
      "limitation": "显示值为平台重建指标，非财务审计；同步时间的时区未注明。成立年份、简介和收费信息可能由经营者填写。产品不必对应独立法律实体。"
    },
    {
      "id": "MR-METHOD",
      "companyId": null,
      "title": "TrustMRR 指标与资料字段说明",
      "url": "https://trustmrr.com/faq",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "平台方法说明",
      "summary": "平台称从支付来源同步并重建MRR等指标；退款、试用、折算等处理可能导致与支付商后台存在差异。简介与经营信息可由经营者编辑。",
      "limitation": "平台核验不是审计，不证明全部公司收入、利润、客户质量或成立时间；样本由公开展示意愿与平台筛选影响。"
    },
    {
      "id": "MR-APP-NUTRIA",
      "companyId": "MR007",
      "title": "应用商店身份交叉核验",
      "url": "https://apps.apple.com/us/app/nutria-come-mejor-cada-d%C3%ADa/id6744851977",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "应用身份核验",
      "summary": "核对应用商店ID，区分两个名称相近的营养应用。",
      "limitation": "商店页面不能验证TrustMRR收入，未把应用评级或下载量视作收入。"
    },
    {
      "id": "MR-APP-CALYRA",
      "companyId": "MR008",
      "title": "应用商店身份交叉核验",
      "url": "https://apps.apple.com/us/app/calyra-ai-calorie-tracker/id6748324995",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "应用身份核验",
      "summary": "核对应用商店ID，区分两个名称相近的营养应用。",
      "limitation": "商店页面不能验证TrustMRR收入，未把应用评级或下载量视作收入。"
    },
    {
      "id": "RUN-ABOUT",
      "companyId": "AI059",
      "title": "Runable公司介绍",
      "url": "https://runable.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "公司注明2025年成立，创始团队位于Bengaluru，面向小企业建设和运营业务。",
      "limitation": "成立年为公司自述，未核对工商注册文件。"
    },
    {
      "id": "RUN-ANN",
      "companyId": "AI059",
      "title": "Runable融资与经营公告",
      "url": "https://runable.com/blogs/runable-grow",
      "publishedAt": "2026-08-26",
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "公告称收费启动三周后ARR超过200万美元，团队15人，宣布融资2100万美元；该ARR是历史里程碑，未披露精确业务截止日。",
      "limitation": "未经审计，未给出ARR计算、留存和经常性合同明细；公告日期不等于ARR截止日。"
    },
    {
      "id": "RUN-INV",
      "companyId": "AI059",
      "title": "Together Fund关于Runable的投资说明",
      "url": "https://www.together.fund/perspectives/insights/together-with-runable-helping-small-businesses-build-run-and-grow",
      "publishedAt": "2026-08-26",
      "accessedAt": "2026-10-30",
      "kind": "投资机构资料",
      "summary": "投资方称2025年4月首次投资，2026年3月推出通用Agent；称150万用户与15人团队，并重复ARR里程碑。",
      "limitation": "投资方存在利益关系，重复同一声明不构成独立收入核验；用户不等于付费客户。"
    },
    {
      "id": "RUN-PRICE",
      "companyId": "AI059",
      "title": "Runable付费与额度说明",
      "url": "https://runable.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司定价页",
      "summary": "提供免费入口、Pro和Max计划及每月credits；具体价格数字的页面抽取结果存在歧义，未入数值表。",
      "limitation": "价格与促销可变；套餐额度不能直接证明实际推理成本或客户ARPA。"
    },
    {
      "id": "RUN-MARGIN",
      "companyId": "AI059",
      "title": "Runable创始人毛利说明",
      "url": "https://techcrunch.com/2026/08/26/runable-hits-21m-to-bet-ai-agents-can-go-from-building-businesses-to-growing-them/",
      "publishedAt": "2026-08-26",
      "accessedAt": "2026-10-30",
      "kind": "原始采访",
      "summary": "创始人称毛利为负。",
      "limitation": "受访者声明，未独立审计。"
    },
    {
      "id": "CN-TW",
      "companyId": "AI060",
      "title": "ThinkWheel官方公司介绍",
      "url": "https://thinkwheel.net/about",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "官网注明2025-03-31成立，上海总部，研发具身交互大脑及家庭陪伴硬件。",
      "limitation": "官网自述，未查验登记原件、交付数量和技术性能；资本与规模表述不代表收入。"
    },
    {
      "id": "CN-NAIVE-MODEL",
      "companyId": "AI061",
      "title": "NaiveAI模型研究发布",
      "url": "https://naive.ai/en/research/",
      "publishedAt": "2026-09-27",
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "官方发布Naive-N0.5-Flash，称开放模型权重和推理代码，并列API计划。",
      "limitation": "模型能力与基准均为开发方声明，本轮未复现；开放权重及价格不证明实际收入。"
    },
    {
      "id": "CN-NAIVE-REG",
      "companyId": "AI061",
      "title": "投资界Naive.ai企业资料",
      "url": "https://vc.pedaily.cn/company/903678.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "二手公司与工商资料",
      "summary": "资料对应北京智衍慧生科技有限公司，登记日期标为2026-01-29。",
      "limitation": "二手整理的工商信息，非本轮直接读取登记原件；页面AI摘要仍称模型尚未发布，与更新的官方研究页不一致，仅用其身份及成立年作暂定依据。"
    },
    {
      "id": "CN-MIRO-2025",
      "companyId": "AI062",
      "title": "MiroMind 2025年研究框架公告",
      "url": "https://www.miromind.ai/blog/miromind-s-open-deep-research-framework-tops-futurex-benchmark-heralds-a-new-paradigm-in-ai",
      "publishedAt": "2025-09-19",
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "2025-09-19官方讨论Miroflow深度研究Agent框架，证明当时已有公开研发记录。",
      "limitation": "不证明公司注册日期或首次产品发布；基准结果为开发方声明，未独立复现。"
    },
    {
      "id": "CN-MIRO-PRICE",
      "companyId": "AI062",
      "title": "MiroMind公开定价",
      "url": "https://www.miromind.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "月付Pro 19美元；一次性Starter Boost 4.99美元；订阅与额度包分别列示。",
      "limitation": "访问时点价格可能变化；不能将所有额度包销售年化为经常性订阅收入。"
    },
    {
      "id": "CN-PSI-YEAR",
      "companyId": null,
      "title": "灵初智能官方成立时间",
      "url": "https://www.psibot.ai/about-us_zh/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "公司介绍及里程碑注明2024年成立。",
      "limitation": "今年产品发布或融资不改变公司成立年份；本轮排除成立年主样本。"
    },
    {
      "id": "CN-DEEP-PENDING",
      "companyId": null,
      "title": "深度原理官方公司介绍",
      "url": "https://www.deepprinciple.com/cn/about.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "官方介绍材料化学AI业务，但可读取正文未列成立日期。",
      "limitation": "本轮未取得直接成立日期证据，暂不新增为2025—2026成立公司；2025备案号不能替代成立年。"
    },
    {
      "id": "TECH-NAIVE-HF",
      "companyId": "AI061",
      "title": "NaiveAI官方模型卡与部署资料",
      "url": "https://huggingface.co/NaiveAI/Naive-N0.5-Flash",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公开模型材料",
      "summary": "可访问模型卡、架构表、部署示例及许可证说明；官方站点指向该组织。",
      "limitation": "仅检查公开材料可访问，未下载模型、运行代码或复测基准；不把下载次数或组织成员数当作客户数或员工数。"
    },
    {
      "id": "TECH-MIRO-CODE",
      "companyId": "AI062",
      "title": "MiroFlow官方公开代码仓库",
      "url": "https://github.com/MiroMindAI/MiroFlow",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公开代码材料",
      "summary": "公开仓库包含源码目录、配置、启动脚本和部署说明，官方站点可到达所属组织。",
      "limitation": "未执行代码或复现性能；榜单成绩为维护方声明，star和fork不代表客户或收入。"
    },
    {
      "id": "DATE-EM-ARR",
      "companyId": "AI053",
      "title": "Emergent官方历史ARR月份说明",
      "url": "https://emergent.sh/news/emergent-named-aiboomi-startup-of-the-year-2026",
      "publishedAt": "2026-04-01",
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "文章把1亿美元ARR里程碑明确归到2026年2月，平台在2025年中公开推出。",
      "limitation": "回顾性公司声明，未审计；具体日期未注明，ARR与伙伴年化收入的定义差异仍存在，不代表当前收入。"
    },
    {
      "id": "DATE-PEEC-OCT",
      "companyId": "AI055",
      "title": "Peec AI十月产品及采用公告",
      "url": "https://www.globenewswire.com/news-release/2026/10/22/3386740/0/en/peec-ai-launches-peec-agent-and-expands-actions-so-marketing-teams-can-act-on-what-ai-search-says-about-their-brand.html",
      "publishedAt": "2026-10-22",
      "accessedAt": "2026-10-30",
      "kind": "公司新闻稿",
      "summary": "公司称超过3500家公司使用平台，发布Peec Agent与Actions，包含计划额度及额外月度credits。",
      "limitation": "未说明所有采用公司均为付费；本文未提供新ARR，不能把5月ARR平移到10月；产品效果未独立测试。"
    },
    {
      "id": "SR-E-proper-motion",
      "companyId": "AI063",
      "title": "Proper Motion · Speedrun公司资料",
      "url": "https://speedrun.a16z.com/companies/proper-motion",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构资料中的公司自述",
      "summary": "成立年2025、员工3人；私测三周ARR超过27万（原文$）；另有200万管线，非收入。",
      "limitation": "投资方有利益关系，非独立财务核验；精确收入截止日、币种与经常性定义不完整；管线、客户成果及创始人前公司经历不得作为本公司收入。"
    },
    {
      "id": "SR-E-cluster",
      "companyId": "AI064",
      "title": "Cluster · Speedrun公司资料",
      "url": "https://speedrun.a16z.com/companies/cluster",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构资料中的公司自述",
      "summary": "成立年2026、员工3人；前11周ARR超过26万（原文$）；客户销售管线成果非本公司收入。",
      "limitation": "投资方有利益关系，非独立财务核验；精确收入截止日、币种与经常性定义不完整；管线、客户成果及创始人前公司经历不得作为本公司收入。"
    },
    {
      "id": "SR-E-codos",
      "companyId": "AI065",
      "title": "Codos · Speedrun公司资料",
      "url": "https://speedrun.a16z.com/companies/codos",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构资料中的公司自述",
      "summary": "成立年2026、员工5人；仅称七位数live ARR；1000万以上客户经营影响非本公司收入。",
      "limitation": "投资方有利益关系，非独立财务核验；精确收入截止日、币种与经常性定义不完整；管线、客户成果及创始人前公司经历不得作为本公司收入。"
    },
    {
      "id": "SR-E-variant-now",
      "companyId": "AI066",
      "title": "Variant · Speedrun公司资料",
      "url": "https://speedrun.a16z.com/companies/variant-now",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构资料中的公司自述",
      "summary": "成立年2025、员工6人；标题60万ARR，正文50万ARR；未标各自时点，不能认定哪个更新。",
      "limitation": "投资方有利益关系，非独立财务核验；精确收入截止日、币种与经常性定义不完整；管线、客户成果及创始人前公司经历不得作为本公司收入。"
    },
    {
      "id": "SR-E-abliteration",
      "companyId": "AI067",
      "title": "Abliteration.ai · Speedrun公司资料",
      "url": "https://speedrun.a16z.com/companies/abliteration",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构资料中的公司自述",
      "summary": "成立年2026、员工2人；标题称700万ARR，正文称超过700万run rate，定义待核。",
      "limitation": "投资方有利益关系，非独立财务核验；精确收入截止日、币种与经常性定义不完整；管线、客户成果及创始人前公司经历不得作为本公司收入。"
    },
    {
      "id": "SR-E-quinn",
      "companyId": "AI068",
      "title": "Quinn · Speedrun公司资料",
      "url": "https://speedrun.a16z.com/companies/quinn",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构资料中的公司自述",
      "summary": "成立年2025、员工10人；约五个月从20万至110万以上ARR；65家以上客户不自动等于付费客户。",
      "limitation": "投资方有利益关系，非独立财务核验；精确收入截止日、币种与经常性定义不完整；管线、客户成果及创始人前公司经历不得作为本公司收入。"
    },
    {
      "id": "SR-E-infragrid",
      "companyId": "AI069",
      "title": "Infragrid · Speedrun公司资料",
      "url": "https://speedrun.a16z.com/companies/infragrid",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构资料中的公司自述",
      "summary": "成立年2026、员工2人；自述两周ARR30.2万（原文$），节时比例未经独立测试。",
      "limitation": "投资方有利益关系，非独立财务核验；精确收入截止日、币种与经常性定义不完整；管线、客户成果及创始人前公司经历不得作为本公司收入。"
    },
    {
      "id": "TECH-GRAD-TTS",
      "companyId": "AI051",
      "title": "Gradium TTS Sep 2026 第三方语音榜单",
      "url": "https://artificialanalysis.ai/text-to-speech/leaderboard/provider-voice",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方公开评测",
      "summary": "读取时Gradium TTS (Sep 2026) Elo 1175，95%区间1162—1188；Samples为2534，展示8种音色；折算价格47.8美元/百万字符。",
      "limitation": "动态榜单的访问快照，不是模型发布日期的评测结果；Samples不等于独立用户数。偏好分数不是正确率，折算价格不是企业毛利或真实客户ARPA。"
    },
    {
      "id": "TECH-GRAD-METHOD",
      "companyId": "AI051",
      "title": "Artificial Analysis语音评测方法",
      "url": "https://artificialanalysis.ai/methodology/text-to-speech",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "评测方方法说明",
      "summary": "同文本成对音频、模型名隐藏后投票；原生音色榜与固定克隆音色榜分开。评分由成对偏好拟合，公布95%区间，榜单多次更新。",
      "limitation": "评测方声明不收取上榜或有利结果报酬；本轮未独立审计评测方。原生音色选择影响结果，英语偏好不能推广为全部语言、实时延迟或企业交付能力。"
    },
    {
      "id": "BUD-YC",
      "companyId": "AI070",
      "title": "Bud官方YC公司资料",
      "url": "https://www.ycombinator.com/companies/bud",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司在YC的资料",
      "summary": "YC列2025年成立、6人团队，状态Acquired，描述为可使用计算机的通用Agent。",
      "limitation": "YC状态不能说明收购交易细节或当前产品是否仍提供；不证明收入。"
    },
    {
      "id": "BUD-CACHE",
      "companyId": "AI070",
      "title": "Bud官方博客索引中的团队与停服公告",
      "url": "https://bud.app/blog",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "官方页面搜索索引，正文不可达",
      "summary": "搜索索引显示团队加入Figma，Bud与Orchids计划于7月18日关闭；另有历史ARR短句。",
      "limitation": "本轮正文返回503，只读到官方页面搜索索引；不据其确认停服执行或精确收入/日期，不导入数值ARR。"
    },
    {
      "id": "ROCKET-ORIGIN",
      "companyId": "AI071",
      "title": "Accel关于DhiWise成立的资料",
      "url": "https://atoms.accel.com/news/dhiwise-a-surat-boys-dream-to-build-a-programming-platform-for-the-global-developer-community",
      "publishedAt": "2022-12-13",
      "accessedAt": "2026-10-30",
      "kind": "投资机构资料",
      "summary": "投资方在2022年文章记载DhiWise成立于2021年4月。",
      "limitation": "投资方资料，非登记原件；用于前身成立，不将2025新产品上线改写为公司新成立。"
    },
    {
      "id": "ROCKET-LAUNCH",
      "companyId": "AI071",
      "title": "Rocket创始人融资与转型公告",
      "url": "https://www.rocket.new/blog/rocket-raises-15m-in-seed",
      "publishedAt": "2025-09-23",
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "创始人公告融资1500万（原文$）、50人团队，并称DhiWise为此前形态。",
      "limitation": "募资不是收入；人数为公告时点自述，产品质量主张未独立测试。"
    },
    {
      "id": "ROCKET-ARR",
      "companyId": "AI071",
      "title": "Rocket官网历史ARR与付费订阅者说明",
      "url": "https://www.rocket.new/blog/from-website-builders-to-live-site-on-rocket-new-in-an-hour",
      "publishedAt": "2026-05-12",
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "文章回顾2025年6月beta上线后三个月达到450万ARR、超过1万付费订阅者。",
      "limitation": "2026年更新的营销文章回顾历史，不能当作更新日当前收入；业务边界与币种待核，未审计。"
    },
    {
      "id": "ROCKET-ENTITY",
      "companyId": "AI071",
      "title": "Rocket与DhiWise官方主体联系",
      "url": "https://www.rocket.new/ccpa",
      "publishedAt": "2025-04-30",
      "accessedAt": "2026-10-30",
      "kind": "公司自述",
      "summary": "官方隐私通知以DhiWise US Inc指代Rocket，并同时列dhiwise.com与rocket.new。",
      "limitation": "仅用于公开品牌/主体联系，不据此认定所有地区法人同一成立日或收入合并范围。"
    },
    {
      "id": "DEPTH-FLOW-TSENTA-SITE",
      "companyId": "YC31259",
      "title": "Tsenta官方产品与收费页",
      "url": "https://tsenta.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网展示自动申请、材料审核与跟踪功能，按申请额度分档，Starter每月19（原文$）起。",
      "limitation": "2026-10-30可读页面，未试用，不据标价反推收入；页面不同章节ATS覆盖数不同。"
    },
    {
      "id": "DEPTH-FLOW-HARBOR-SITE",
      "companyId": "YC31445",
      "title": "Harbor官方软件与定价页",
      "url": "https://runharbor.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网展示EDC构建、数据采集与监控；商业研究起价每月2000（原文$），学术/非营利档免费，企业按量报价。",
      "limitation": "软件标价不代表已实现客单价；客户评价与合规主张未独立复核，不替代CRO服务合同。"
    },
    {
      "id": "DEPTH-FLOW-MARENGO-SITE",
      "companyId": "YC32981",
      "title": "Marengo官方工程交付介绍",
      "url": "https://marengox.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网列出选址、可行性、概念设计与FEED/许可成果，称由持证工程师审核内部AI工具的输出。",
      "limitation": "时间和成本改善是公司自述，未运行项目复测；网站未披露公司收入。"
    },
    {
      "id": "DEPTH-FLOW-JCODE-SITE",
      "companyId": "YC32172",
      "title": "Jcode官方产品与性能说明",
      "url": "https://jcode.sh/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官方展示Rust编程工具、内存与启动时间对比，并注明测试版本；链接开源仓库及复现材料。",
      "limitation": "基准由厂商提供，未复测；不将不同测试条件下的内存倍数当作整体编码能力或财务证据。"
    },
    {
      "id": "DEPTH-FLOW-JCODE-CODE",
      "companyId": "YC32172",
      "title": "Jcode公开源代码仓库",
      "url": "https://github.com/1jehuang/jcode",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "公开仓库可访问，包含Rust源码、测试、脚本和MIT许可证说明。",
      "limitation": "仅确认公开材料可访问；未编译、运行或验证安全和性能。星数是动态采用信号，不是付费客户。"
    },
    {
      "id": "PH-2026-PAGE",
      "companyId": null,
      "title": "Product Hunt 2026年度榜单可读响应",
      "url": "https://www.producthunt.com/leaderboard/yearly/2026",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "登记首次响应19张产品/推广卡片；已解析17个产品页，Brew超时，Render为推广卡。",
      "limitation": "未获取全量分页；2025档案及2026其他记录未穷尽；发布时间不是公司成立年。"
    },
    {
      "id": "KILO-PH",
      "companyId": "AI072",
      "title": "Kilo Code产品发布资料",
      "url": "https://www.producthunt.com/products/kilocode",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "页面标记2025发布并列多次产品发布，跳转kilo.ai及官方仓库。",
      "limitation": "发布年份不单独当公司成立年；平台排名和关注数不当财务或技术测试。"
    },
    {
      "id": "KILO-ABOUT",
      "companyId": "AI072",
      "title": "Kilo官方关于页",
      "url": "https://kilo.ai/about",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "公司称构想始于2025年3月，提供开源编程Agent编排，页面称月处理6万亿tokens。",
      "limitation": "构想日不等于注册日；与首页10万亿以上吞吐的截止日及定义未对齐，均不转为收入。"
    },
    {
      "id": "KILO-HOME",
      "companyId": "AI072",
      "title": "Kilo官方产品页",
      "url": "https://kilo.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "提供IDE、CLI和云端编程Agent、模型路由与BYOK；自述500多万Kilo Coders、月处理10万亿以上tokens。",
      "limitation": "自述采用数非付费客户；吞吐非收入或利润，不将匿名使用量折算ARR。"
    },
    {
      "id": "KILO-PRICE",
      "companyId": "AI072",
      "title": "Kilo官方定价",
      "url": "https://kilo.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "个人平台免费，Teams每用户每月15（原文$），企业定制；推理按供应商价格，充值处理费5%，可选Kilo Pass每月19起，云算力另计。",
      "limitation": "仅2026-10-30公开标价，未验证实际账单、补贴成本、总额/净额确认或付费采用；无推理加价不等于无收费。"
    },
    {
      "id": "KILO-CODE",
      "companyId": "AI072",
      "title": "Kilo公开代码仓库",
      "url": "https://github.com/kilo-org/kilocode?ref=producthunt",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "公开仓库可读，包含源码与MIT许可证；CLI说明其源于OpenCode分叉。",
      "limitation": "仅确认材料可访问；未编译、运行或独立测试性能、安全与生产交付。"
    },
    {
      "id": "KILO-START",
      "companyId": "AI072",
      "title": "Anaconda关于Kilo的创立与产品说明",
      "url": "https://www.anaconda.com/blog/kilo-code-joins-anaconda-what-builders-should-know",
      "publishedAt": "2026-07-15",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官方称Kilo Code始于2025年早期，并介绍创始团队及KiloClaw属于其产品体系。",
      "limitation": "收购方官方材料，非工商核验；KiloClaw不作为另一个新公司重复计数。"
    },
    {
      "id": "KILO-ACQ",
      "companyId": "AI072",
      "title": "Anaconda收购Kilo Code公告",
      "url": "https://www.anaconda.com/press/anaconda-acquires-kilo-code",
      "publishedAt": "2026-07-15",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "2026年7月15日宣布已收购Kilo Code，公告称当时有超过300万开发者采用。",
      "limitation": "收购金额和Kilo收入未披露；不能将母公司经营规模当Kilo收入。"
    },
    {
      "id": "KILO-SIZE",
      "companyId": "AI072",
      "title": "Anaconda Kilo案例资料",
      "url": "https://www.anaconda.com/resources/case-study/building-kilo-at-the-speed-of-thought",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "资料列成立2025年、公司规模11—50人，并描述15名工程师的工作方式。",
      "limitation": "人数范围不转为精确团队总数，工程师数也不等于全公司人数；采用及流程效果仍为官方案例。"
    },
    {
      "id": "KILO-OTHER",
      "companyId": null,
      "title": "健康业务Kilo官方介绍",
      "url": "https://kilo.co/newsroom/kilo-ceo-interview-growth-strategy/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "该站介绍健康、长寿和消费品牌业务及CEO Žygimantas Surintas，与kilo.ai编程工具的创始团队、产品及域名不同。",
      "limitation": "只用于近名实体排除，不把该公司的收入、融资或目标归Kilo Code。"
    },
    {
      "id": "PH-2025-PAGE",
      "companyId": null,
      "title": "Product Hunt 2025年度榜单可读响应",
      "url": "https://www.producthunt.com/leaderboard/yearly/2025",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "登记首个公开响应中19张有文字链接的产品/推广卡片，另有一张只有图片的Framer 3.0位置保留缺项。",
      "limitation": "未包括分页、动态加载和全年档案；当前响应有推广位，不能把当前推广内容当作2025发布证据。"
    },
    {
      "id": "PH25-E-01",
      "companyId": null,
      "title": "Screen Studio 3.0产品发布资料",
      "url": "https://www.producthunt.com/products/screen-studio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "产品页还列2022年首次发布；公司成立年和AI主营仍待核，不因3.0版本重新算新公司。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-02",
      "companyId": null,
      "title": "Tana产品发布资料",
      "url": "https://www.producthunt.com/products/tana",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "AI笔记工作区；2025发布不是公司成立证据，成立年待核。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-03",
      "companyId": "YC30687",
      "title": "Trace产品发布资料",
      "url": "https://www.producthunt.com/products/trace",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "产品页指向trace.so，与现有YC30687对应，不新增近名公司。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-04",
      "companyId": null,
      "title": "Tanka产品发布资料",
      "url": "https://www.producthunt.com/products/tanka",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "团队通信与AI记忆；公司成立年待核。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-05",
      "companyId": null,
      "title": "Sider 5.0产品发布资料",
      "url": "https://www.producthunt.com/products/chatgpt-sidebar-chrome-extension",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "AI研究与浏览器工具；版本更新不等于公司创立，成立年待核。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-06",
      "companyId": null,
      "title": "Guideflow产品发布资料",
      "url": "https://www.producthunt.com/products/guideflow",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "演示自动化；公司成立年、AI业务与收费范围待核。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-07",
      "companyId": null,
      "title": "Clueso产品发布资料",
      "url": "https://www.producthunt.com/products/clueso",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "YC官方列Founded 2023；2025是产品平台发布时间，不纳入2025—2026新公司。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-08",
      "companyId": null,
      "title": "YouMind产品发布资料",
      "url": "https://www.producthunt.com/products/youmind",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "创作与资料整理；公司成立年待核。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-09",
      "companyId": null,
      "title": "MGX（现Atoms）产品发布资料",
      "url": "https://www.producthunt.com/products/metagpt-x",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "产品更名后沿用发布页，需追溯创立主体；不单独新增MGX和Atoms两家公司。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-11",
      "companyId": null,
      "title": "Tool Finder产品发布资料",
      "url": "https://www.producthunt.com/products/tool-finder",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "资料显示较早产品发布；公司成立年与是否AI主营待核，不能把软件目录直接当AI公司。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-12",
      "companyId": null,
      "title": "Chronicle: Cursor for Slides产品发布资料",
      "url": "https://www.producthunt.com/products/chronicle-6",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "演示文稿产品；不能按近名关联现有Chronicle Labs（企业Agent测试），成立年待核。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-13",
      "companyId": null,
      "title": "21st.dev产品发布资料",
      "url": "https://www.producthunt.com/products/21st-dev-the-npm-for-design-engineers",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "YC官方列Founded 2024、W26批次；发布年与加速器批次不改变成立年，不归新公司样本。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-14",
      "companyId": null,
      "title": "Aha产品发布资料",
      "url": "https://www.producthunt.com/products/aha-3",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "网红营销Agent；当前品牌AhaCreator，主体、成立年待核。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-15",
      "companyId": null,
      "title": "Basalt产品发布资料",
      "url": "https://www.producthunt.com/products/basalt",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "AI评估、监控及部署工具；仅有2025发布信息，成立年待核，质量宣传未独立测试。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-16",
      "companyId": null,
      "title": "Framer AI Agents产品发布资料",
      "url": "https://www.producthunt.com/products/framer",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "当前推广卡片指向Framer；官网列2014成立，不作2025新公司或2025发布证据。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-17",
      "companyId": null,
      "title": "Tapflow 2.0产品发布资料",
      "url": "https://www.producthunt.com/products/tapflow",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "将知识与文档打包出售；公司成立年、AI主营与收入归属待核。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-18",
      "companyId": null,
      "title": "Musa产品发布资料",
      "url": "https://www.producthunt.com/products/musa-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "个人健康与自我照护产品；公司成立年及AI是否主营待核。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-E-19",
      "companyId": null,
      "title": "Trickle - Magic Canvas产品发布资料",
      "url": "https://www.producthunt.com/products/happycapy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "历史卡片现跳到Happycapy页面，页面称原Trickle团队；与PH26-04有产品沿革关联，不能据此确认新法人或成立年。",
      "limitation": "平台发布与当前产品定位；不单独证明公司成立年、公司ARR或技术性能。"
    },
    {
      "id": "PH25-CLUESO-YC",
      "companyId": null,
      "title": "Clueso官方目录成立年",
      "url": "https://www.ycombinator.com/companies/clueso",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述",
      "summary": "YC官方字段列Founded 2023、Winter 2023，与2025产品发布不同。",
      "limitation": "官方目录中的公司自述，未作工商核验；仅用于范围排除。"
    },
    {
      "id": "PH25-21ST-YC",
      "companyId": null,
      "title": "21st官方目录成立年",
      "url": "https://www.ycombinator.com/companies/21st",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述",
      "summary": "YC官方字段列Founded 2024、Winter 2026；加入2026批次不代表当年成立。",
      "limitation": "官方目录中的公司自述，未作工商核验；创始人此前Rork与其他项目的财务不归21st。"
    },
    {
      "id": "PH-FRAMER-ABOUT",
      "companyId": null,
      "title": "Framer官方创立介绍",
      "url": "https://www.framer.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网列2014成立，并描述设计工具至网站平台及AI Agent的演化。",
      "limitation": "估值与融资不当收入；2025—2026发布的版本不能改变公司创立时间。"
    },
    {
      "id": "TRACE-HOME",
      "companyId": "YC30687",
      "title": "Trace官方产品介绍",
      "url": "https://www.trace.so/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网将产品标为BETA，面向企业部门间的人与Agent编排、上下文和审计工作流，入口为联系团队。",
      "limitation": "示例界面的合同金额、任务数及实体数不是公司收入、真实客户或采用数据；未独立运行，未取得公开定价。"
    },
    {
      "id": "PH-TANA-DR",
      "companyId": null,
      "title": "Tana第三方成立年及财务字段核对",
      "url": "https://dealroom.co/companies/tana/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方公司目录",
      "summary": "页面列Founded 2020。可读文本的概览收入范围与财务表不同；表内Revenue、Profit及Margin按常见利润率定义不能相互勾稽。",
      "limitation": "未取得原始财报与完整业务口径；可能涉及字段映射、显示占位、单位或时间差异，不能确定原因。不把该表数值导入收入观测，也不据此判断公司造假。"
    },
    {
      "id": "PH-TANA-INV",
      "companyId": null,
      "title": "Tola对Tana历史团队与投资的说明",
      "url": "https://tolacapital.com/2025/02/04/my-productivity-quest-and-tanas-series-a",
      "publishedAt": "2025-02-04",
      "accessedAt": "2026-10-30",
      "kind": "投资方官方材料",
      "summary": "2025年2月文章回忆约三年前已与Tana创始团队见面，能佐证该业务在2025年前存在。",
      "limitation": "相对回忆不作精确注册日期；投资人有利益关系，融资、采用及效果不等于公司ARR。"
    },
    {
      "id": "PH-TANA-HOME",
      "companyId": null,
      "title": "Tana现行产品与Outliner区分",
      "url": "https://tana.inc/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网明确现行Agent会议平台与原笔记产品Tana Outliner是分开的产品。",
      "limitation": "产品扩展不作为新公司成立；界面示例不作为客户收入或真实采用。"
    },
    {
      "id": "PH-TANKA-RELEASE",
      "companyId": null,
      "title": "Tanka日本发布新闻稿中的成立信息",
      "url": "https://www.prnewswire.com/news-releases/tankaai-launches-in-japan-bringing-team-memory-to-everyday-work-302891558.html",
      "publishedAt": "2026-09-28",
      "accessedAt": "2026-10-30",
      "kind": "公司自述新闻稿",
      "summary": "Tanka发布的新闻稿写明美国公司成立于2024年，日本产品上线为2026年。",
      "limitation": "公司提供的新闻稿而非独立审计；地域发布、套餐与推广名额不当新公司或收入。"
    },
    {
      "id": "PH-TANKA-LINKEDIN",
      "companyId": null,
      "title": "Tanka公开公司主页",
      "url": "https://www.linkedin.com/company/tankaai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述公开主页",
      "summary": "主页对应tanka.ai，Founded字段为2024，人数仅列11—50范围。",
      "limitation": "公司主页自述；公开关联员工数不等于员工总数，不据范围填精确人数。"
    },
    {
      "id": "PH-YOUMIND-FOUNDER",
      "companyId": null,
      "title": "YouMind联合创始人的项目历程",
      "url": "https://www.caicai.me/zh/product/youmind",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司创始人自述",
      "summary": "联合创始人称2024年离开大公司开始创业，并在半年内上线YouMind。",
      "limitation": "团队创业与注册日期不同；仅可确认2025年前已开展业务，精确法人成立年未核。"
    },
    {
      "id": "PH-YOUMIND-SEED",
      "companyId": null,
      "title": "YouMind联合创始人回顾2024融资",
      "url": "https://www.caicai.me/zh/blogs/youmind-startup-journey-2",
      "publishedAt": "2025-11-17",
      "accessedAt": "2026-10-30",
      "kind": "公司创始人自述",
      "summary": "2025年11月文章记载YouMind在2024年已获得种子投资并开发产品。",
      "limitation": "融资不是收入；不将创始人在此前语雀项目的用户或业绩转移给YouMind。"
    },
    {
      "id": "PH-GUIDEFLOW-ABOUT",
      "companyId": null,
      "title": "Guideflow官方成立信息",
      "url": "https://www.guideflow.com/company/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网Year founded列2023，描述销售、营销、支持及入职引导工作。",
      "limitation": "团队与交互次数是官方宣传口径，未独立核验，不当收入。"
    },
    {
      "id": "PH-CLARIFY-LINKEDIN",
      "companyId": null,
      "title": "Clarify CRM公开公司主页",
      "url": "https://www.linkedin.com/company/getclarify",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述公开主页",
      "summary": "主页链接clarify.ai，Founded列2024，位于Seattle。",
      "limitation": "公司自述主页非工商核验；不与医疗Clarify或其他同名业务混淆。"
    },
    {
      "id": "PH-CLARIFY-MANIFESTO",
      "companyId": null,
      "title": "Clarify创始人2024产品宣言",
      "url": "https://www.clarify.ai/blog/manifesto",
      "publishedAt": "2024-09-20",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "2024年9月两位联合创始人介绍其AI原生CRM愿景，佐证2025前已有业务。",
      "limitation": "是产品愿景而非交付性能；不从愿景推收入。"
    },
    {
      "id": "PH-ANTHROPIC-FOUND",
      "companyId": null,
      "title": "Anthropic官方成立信息",
      "url": "https://www.anthropic.com/events/builder-summit-bengaluru",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官方活动About介绍称Anthropic成立于2021年。",
      "limitation": "用于母公司主体辨识；产品新发布不等于公司新成立。"
    },
    {
      "id": "PH-COWORK-OWNER",
      "companyId": null,
      "title": "Anthropic Labs与Cowork归属",
      "url": "https://www.anthropic.com/news/introducing-anthropic-labs",
      "publishedAt": "2026-01-13",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "2026年1月13日官方文章将Cowork列为其前一天发布研究预览的产品。",
      "limitation": "不作为独立2026公司，也不将同文其他产品收入或下载量转给Cowork。"
    },
    {
      "id": "PH-GOOGLE-FOUND",
      "companyId": null,
      "title": "Google官方公司沿革",
      "url": "https://about.google/company-info/our-story/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官方沿革写明Google Inc.在1998年成立。",
      "limitation": "用于区分既有公司和新产品，不将集团收入转为Stitch收入。"
    },
    {
      "id": "PH-STITCH-OWNER",
      "companyId": null,
      "title": "Google I/O对Stitch的产品介绍",
      "url": "https://blog.google/innovation-and-ai/products/google-io-2025-all-our-announcements/",
      "publishedAt": "2025-05-21",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "2025年5月Google官方公告将Stitch列为AI界面设计与前端代码生成工具。",
      "limitation": "新工具发布不是独立创业公司；产品具体法律主体与独立收入未核。"
    },
    {
      "id": "PH-CHRONICLE-ACCESS",
      "companyId": null,
      "title": "Chronicle历史公告读取缺项",
      "url": "https://blog.chroniclehq.com/2023/02/14/chronicle-raises-7-5m-seed-round-from-accel-and-square-peg-to-reimagine-presentations/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问记录",
      "summary": "URL和搜索摘要指向2023年官方历史公告；两次读取正文均超时。",
      "limitation": "未当作全文已读；不凭URL、摘要或融资日期确认精确成立年，候选继续待核。"
    },
    {
      "id": "LF-ENTITY",
      "companyId": "AI073",
      "title": "Lightfield隐私声明中的运营主体",
      "url": "https://lightfield.com/privacy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "隐私声明将运营者列为Magical Tome, Inc. dba Lightfield，页面标注2026-04-18更新。",
      "limitation": "政策更新日不等于公司成立日；未作工商注册查询或取得完整重组记录。"
    },
    {
      "id": "LF-PIVOT",
      "companyId": "AI073",
      "title": "Lightfield对Tome转型与CRM上线的介绍",
      "url": "https://lightfield.com/blog/venturebeat-tome-s-founders-ditch-viral-presentation-app-with-20m-users-to-build-ai-native-crm",
      "publishedAt": "2025-11-20",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "2025-11-20公司介绍从Tome演示产品转向Lightfield CRM的上线背景。",
      "limitation": "Tome历史用户不等于Lightfield客户或当前付费用户，不能转为CRM收入。"
    },
    {
      "id": "LF-HISTORY",
      "companyId": "AI073",
      "title": "Greylock 2022年对Tome的投资介绍",
      "url": "https://greylock.com/blog/persuasion-through-stories/",
      "publishedAt": "2022-03-21",
      "accessedAt": "2026-10-30",
      "kind": "投资方官方材料",
      "summary": "2022-03-21投资方已介绍Tome、Keith Peiris与Henri Liriani创始团队，佐证此前已有业务。",
      "limitation": "投资人材料有利益关系；仅作历史与主体连续线索，不填精确注册年或收入。"
    },
    {
      "id": "LF-PRICE",
      "companyId": "AI073",
      "title": "Lightfield现行套餐",
      "url": "https://lightfield.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "Starter每用户月付89，Pro每工作区月额999但年付，Growth每工作区月额1999但年付，原文$；企业定制，部分套餐含实施与专人支持。",
      "limitation": "席位、工作区、额度与实施服务不同；不把报价当实际ARPA或已确认收入，币种仍按原文保留。"
    },
    {
      "id": "LF-DOCS",
      "companyId": "AI073",
      "title": "Lightfield操作文档",
      "url": "https://docs.lightfield.app/help/getting-started/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "文档描述连接邮箱、日历和会议后创建或更新CRM记录，通过Agent查询和修改客户信息。",
      "limitation": "只读官方功能说明，未运行产品或独立核验自动化准确率、付费采用与效果。"
    },
    {
      "id": "PH-ATOMS-ABOUT",
      "companyId": null,
      "title": "Atoms官方产品与技术沿革",
      "url": "https://atoms.dev/about",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官方描述MetaGPT研究、MGX产品及Atoms平台的连续演化，资料中的研究与产品年份并不等于当前主体成立年。",
      "limitation": "社区人数、GitHub星标和论文数不是付费客户或收入；未做独立技术排名。"
    },
    {
      "id": "PH-ATOMS-TIMELINE",
      "companyId": null,
      "title": "MetaGPT至MGX和Atoms的官方时间线",
      "url": "https://atoms.dev/metagpt",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "该页将MetaGPT列于2023、MGX列于2024；About页则写2024—2025，另有官网文章称2025商业上线。",
      "limitation": "保留研究、产品化及商业上线口径差异；不擅自填成精确公司成立年或因此新增多家公司。"
    },
    {
      "id": "PH-ATOMS-ENTITY",
      "companyId": null,
      "title": "Atoms条款中的服务主体",
      "url": "https://atoms.dev/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "条款列技术服务提供者为美国MetaGPT LLC，并列Delaware文档号7606285。",
      "limitation": "公司名及文档号不是成立日期；尚未核其与中国DeepWisdom各主体的股权或合同关系。"
    },
    {
      "id": "PH-HAPPYCAPY-ABOUT",
      "companyId": null,
      "title": "Happycapy官方产品介绍",
      "url": "https://happycapy.ai/about",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网描述浏览器中的Claude Code、技能及隔离沙箱界面。",
      "limitation": "功能自述未独立测试；与Trickle团队沿革不能单独证明新旧法人的关系。"
    },
    {
      "id": "PH-HAPPYCAPY-PRIVACY",
      "companyId": null,
      "title": "Happycapy隐私政策与主体缺项",
      "url": "https://happycapy.ai/privacy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "政策生效日为2026-08-28，文本以Happycapy自称，未据该文本确认法人成立年。",
      "limitation": "政策生效日不是公司创立证据；不能由2026品牌发布反推2026成立。"
    },
    {
      "id": "PH-BRILA-ENTITY",
      "companyId": null,
      "title": "Brila官方运营主体说明",
      "url": "https://brila.ai/about",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "Brila列为Generated Media, Inc.的产品，资料称其为Delaware公司并列注册号7627361。",
      "limitation": "产品不自动视为独立公司；注册号、页脚年份均不作为成立年，母公司年份继续待核。"
    },
    {
      "id": "PH-BRILA-TERMS",
      "companyId": null,
      "title": "Brila条款与收费交付边界",
      "url": "https://brila.ai/terms-and-conditions",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "条款约定与Generated Media, Inc.订立合同，提供基于商户资料的网站生成、托管和导出；套餐支持月或年续费。",
      "limitation": "只用于业务与收费定义；生成网站数不等于独立付费客户或公司收入。"
    },
    {
      "id": "PH-FUNDRAISLY-ABOUT",
      "companyId": null,
      "title": "Fundraisly创始人与客户融资的业绩归属",
      "url": "https://fundraisly.com/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网将Gett历史ARR、创始人融资经历和客户筹资、投资人会议列为不同背景和采用材料。",
      "limitation": "这些不是Fundraisly公司收入；客户融资额与创始人此前公司的ARR不转为该产品ARR。"
    },
    {
      "id": "PH-FUNDRAISLY-ENTITY",
      "companyId": null,
      "title": "Fundraisly条款中的运营者",
      "url": "https://fundraisly.com/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "网站条款列运营者Accumulator Fundraising LLC，并提到月订阅及按通话收费；条款生效2026-03-19。",
      "limitation": "条款生效不等于公司成立；服务与实际收费依合同，未取得注册年与公司收入。"
    },
    {
      "id": "PH-FUNDRAISLY-PLAN",
      "companyId": null,
      "title": "Fundraisly服务计划条款",
      "url": "https://fundraisly.com/service-plan",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "服务计划对应Accumulator Fundraising LLC dba Fundraisly，写明按所选计划预付固定或经常性费用及约定交付。",
      "limitation": "固定或经常性收费不自动等于可比SaaS ARR；金额、期限、人工服务、履约和续费需查实际合同。"
    },
    {
      "id": "EA-YC",
      "companyId": "AI074",
      "title": "EveryApp官方公司目录与OpenSEO归属",
      "url": "https://www.ycombinator.com/companies/everyapp",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述",
      "summary": "YC列成立2026、Fall 2026、团队2；创始人将OpenSEO列为自己的产品，描述AI Agent应用托管与网关，托管服务收费为计划。",
      "limitation": "目录自述非注册核验；团队与采用数截至日未给，计划收费不当已实现收入。"
    },
    {
      "id": "EA-HOME",
      "companyId": "AI074",
      "title": "EveryApp官方托管与产品目录",
      "url": "https://everyapp.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "网站关联OpenSEO，描述在用户Cloudflare账户托管开源应用，并通过统一网关供人和Agent使用。",
      "limitation": "Cloudflare基础设施费用是供应商成本，不是EveryApp平台收入；功能及安全自述未独立测试。"
    },
    {
      "id": "SEO-HOME",
      "companyId": "AI074",
      "title": "OpenSEO官方产品与EveryApp归属",
      "url": "https://openseo.so/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网列Part of EveryApp，提供SEO数据、MCP和Agent技能，使用DataForSEO数据。",
      "limitation": "是EveryApp产品而非第二家公司；示例关键词、流量和工具输出不作公司实绩。"
    },
    {
      "id": "SEO-PRICE",
      "companyId": "AI074",
      "title": "OpenSEO托管定价及用量加价",
      "url": "https://openseo.so/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "月额Base10、Pro30、Agency200，原文$；附带用量额度，额外数据请求按成本加价28%并取整。",
      "limitation": "套餐额度、充值、供应商成本、确认收入与净额不同；28%加价率不是公司毛利率，也不从报价推ARR。"
    },
    {
      "id": "SEO-CODE",
      "companyId": "AI074",
      "title": "OpenSEO官方开源仓库",
      "url": "https://github.com/every-app/open-seo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "仓库与openseo.so相互关联，公开源码与MIT许可证可读，说明自托管及托管商业版本。",
      "limitation": "代码可读不代表运行成功或安全、性能已验证；没有部署或执行。"
    },
    {
      "id": "EA-CODE",
      "companyId": "AI074",
      "title": "EveryApp官方仓库",
      "url": "https://github.com/every-app/every-app",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网指向同组织下EveryApp公开应用平台仓库。",
      "limitation": "只确认仓库与文件可访问，未运行部署或独立评测。"
    },
    {
      "id": "UP-YC",
      "companyId": null,
      "title": "Upstream官方成立年及履历归属",
      "url": "https://www.ycombinator.com/companies/upstream",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述",
      "summary": "YC字段列Founded 2023、Summer 2023；产品链接upstream.do，创始人另述此前Asana和Algolia经历。",
      "limitation": "创始人此前公司的ARR不归Upstream；2026产品发布不重置成立年。"
    },
    {
      "id": "UP-HOME",
      "companyId": null,
      "title": "Upstream官方产品介绍",
      "url": "https://www.upstream.do/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "产品面向邮件工作流中的人和Agent，公开介绍分类、回复、跟进及MCP接入。",
      "limitation": "功能、用户反馈及免费体验不作为已确认付费采用或公司收入。"
    },
    {
      "id": "PAZI-YC",
      "companyId": null,
      "title": "Pazi官方目录日期冲突",
      "url": "https://www.ycombinator.com/companies/pazi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述",
      "summary": "同页列Founded 2026、Winter 2024，并保留创始人2023年10月组建Pythagora的叙述。",
      "limitation": "可能涉及品牌、主体或字段变化，原因未核；不把2026字段直接当确定成立年，也不擅自改成2023。"
    },
    {
      "id": "PAZI-TERMS",
      "companyId": null,
      "title": "Pazi官方服务运营主体",
      "url": "https://pazi.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "条款列Pythagora Technologies Incorporated为运营者，政策生效2026-08-21。",
      "limitation": "条款日期不是成立日；保留与YC日期冲突及Pythagora历史关联，未取得重组或注册文件。"
    },
    {
      "id": "PAZI-PRICE",
      "companyId": null,
      "title": "Pazi订阅与业务余额",
      "url": "https://pazi.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "定价选择月度funding并加入业务余额，用于Agent任务、内容或广告；充值与订阅分开，余额可累积。",
      "limitation": "余额、广告支出和预付额不直接当已确认收入或SaaS ARR；币种及实际合同待核。"
    },
    {
      "id": "GOLD-HOME",
      "companyId": "AI078",
      "title": "Goldfish官方产品及免费测试状态",
      "url": "https://goldfish.sh/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网称本地上下文记忆助手，测试期间免费，页脚列Goldfish AI Inc.。",
      "limitation": "测试免费不表示公司收入为零；点击计数不是用户数、付费数或MRR；成立年另由EF名录补证。"
    },
    {
      "id": "GOLD-TERMS",
      "companyId": "AI078",
      "title": "Goldfish条款与运营者",
      "url": "https://goldfish.sh/tos",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "条款列Goldfish AI Inc.，生效2026-06-09，描述通过系统辅助功能读取文本和本地记忆。",
      "limitation": "政策日期及品牌上线不当成立年；功能与数据处理仅为官方说明，未独立验证。"
    },
    {
      "id": "GOLD-PRIVACY",
      "companyId": "AI078",
      "title": "Goldfish隐私与数据处理说明",
      "url": "https://goldfish.sh/privacy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "政策称记忆存本地，部分任务与后台处理需向外部AI服务发送相关文本。",
      "limitation": "本地记忆不等于所有推理在本地，也不证明推理成本为零；未独立复测。"
    },
    {
      "id": "PH-UP",
      "companyId": null,
      "title": "Upstream产品发布线索",
      "url": "https://www.producthunt.com/products/upstream-3",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "从年度榜单回查产品页及官网归属；发布年与当前产品名称不单独作为公司成立年。",
      "limitation": "平台关注、排名与评论不作为独立财务或技术验证。"
    },
    {
      "id": "PH-SEO",
      "companyId": "AI074",
      "title": "OpenSEO产品发布线索",
      "url": "https://www.producthunt.com/products/openseo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "从年度榜单回查产品页及官网归属；发布年与当前产品名称不单独作为公司成立年。",
      "limitation": "平台关注、排名与评论不作为独立财务或技术验证。"
    },
    {
      "id": "PH-PAZI",
      "companyId": null,
      "title": "Pazi产品发布线索",
      "url": "https://www.producthunt.com/products/pazi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "从年度榜单回查产品页及官网归属；发布年与当前产品名称不单独作为公司成立年。",
      "limitation": "平台关注、排名与评论不作为独立财务或技术验证。"
    },
    {
      "id": "PH-GOLD",
      "companyId": "AI078",
      "title": "Goldfish产品发布线索",
      "url": "https://www.producthunt.com/products/goldfish-early-access",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台",
      "summary": "从年度榜单回查产品页及官网归属；发布年与当前产品名称不单独作为公司成立年。",
      "limitation": "平台关注、排名与评论不作为独立财务或技术验证。"
    },
    {
      "id": "JQ-DISCOVERY",
      "companyId": null,
      "title": "机器之心定向发现与访问边界",
      "url": "https://www.jiqizhixin.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体访问与检索记录",
      "summary": "按2025、2026与成立关键词定向发现四项公司线索；直达三篇仅登录外壳，一篇读取失败，首页也未给完整两年档案。",
      "limitation": "搜索摘录不充当全文；此批非全部搜索结果、非两年全站候选池，未读正文和分页继续留缺。"
    },
    {
      "id": "JQ-PRISM",
      "companyId": "AI075",
      "title": "PrismShadow / PenguinHarness中文报道发现条目",
      "url": "https://www.jiqizhixin.com/articles/2026-08-03-9",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体检索线索",
      "summary": "搜索返回团队与开源项目线索，直达文章只返回登录外壳；公司与技术另从公开主页和官方仓库补核。",
      "limitation": "未记为阅读全文；不导入检索摘录中的融资、收入、估值、排名或性能数字，URL日期不独自当发布时间。"
    },
    {
      "id": "JQ-STARGATE",
      "companyId": "AI076",
      "title": "Stargate中文报道发现条目",
      "url": "https://www.jiqizhixin.com/articles/2026-04-11-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体检索线索",
      "summary": "搜索返回Stargate公司线索，直达读取失败；成立公告和后续进度改从发起方原文核对。",
      "limitation": "未记为阅读全文；不导入检索摘录中的融资、收入、估值、排名或性能数字，URL日期不独自当发布时间。"
    },
    {
      "id": "JQ-SSI",
      "companyId": null,
      "title": "SSI中文报道发现条目",
      "url": "https://www.jiqizhixin.com/articles/2026-08-25-12",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体检索线索",
      "summary": "搜索返回SSI报道线索；直达仅登录外壳，成立范围以公司官方历史更新补证。",
      "limitation": "未记为阅读全文；不导入检索摘录中的融资、收入、估值、排名或性能数字，URL日期不独自当发布时间。"
    },
    {
      "id": "JQ-UTOPAI",
      "companyId": null,
      "title": "Utopai中文报道发现条目",
      "url": "https://www.jiqizhixin.com/articles/2026-10-06-4",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体检索线索",
      "summary": "搜索返回影视公司与模型报道线索；直达只返回登录外壳，主体与成立证据尚未补齐。",
      "limitation": "未记为阅读全文；不导入检索摘录中的融资、收入、估值、排名或性能数字，URL日期不独自当发布时间。"
    },
    {
      "id": "PS-PROFILE",
      "companyId": "AI075",
      "title": "PrismShadow公司公开主页",
      "url": "https://sg.linkedin.com/company/prismshadow",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述公开主页",
      "summary": "主页列Founded 2025、新加坡总部、11—50人范围，并以公司账号介绍PenguinHarness，关联prismshadow.com。",
      "limitation": "公司自述非注册核验；关联员工数不是团队总数，同名公司及中文品牌法律关系未另核。"
    },
    {
      "id": "PS-ORG",
      "companyId": "AI075",
      "title": "PrismShadow官方代码组织",
      "url": "https://github.com/Prism-Shadow",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "GitHub组织关联prismshadow.com及新加坡所在地，并列出PenguinHarness仓库。",
      "limitation": "用于品牌、域名与代码关联；不能由仓库或贡献者数量推员工、客户或收入。"
    },
    {
      "id": "PS-CODE",
      "companyId": "AI075",
      "title": "PenguinHarness官方开源仓库",
      "url": "https://github.com/Prism-Shadow/penguin-harness",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "公开源码及Apache-2.0许可证可访问；框架用于Agent构建、评估及自我优化。",
      "limitation": "只确认材料可读，未执行安装、复测成本或准确率。厂商任务成本和基准成绩不是公司收入或独立技术排名。"
    },
    {
      "id": "PS-HOME",
      "companyId": "AI075",
      "title": "PrismShadow官网读取限制",
      "url": "https://prismshadow.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问记录",
      "summary": "官网标题可识别，但本次文本读取没有正文；公司信息主要由公开公司主页与GitHub交叉关联。",
      "limitation": "未将空正文当作已读产品、合同或定价。"
    },
    {
      "id": "SG-START",
      "companyId": "AI076",
      "title": "Stargate发起方成立公告",
      "url": "https://openai.com/index/announcing-the-stargate-project/",
      "publishedAt": "2025-01-21",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "2025-01-21公告称Stargate为新公司，发起方包括SoftBank、OpenAI、Oracle与MGX，并提出多年基础设施投资计划。",
      "limitation": "发起方公告不是工商注册文件；投资计划不等于已到位资金、已执行资本开支或收入，技术伙伴也不等于付费客户。"
    },
    {
      "id": "SG-JAN",
      "companyId": "AI076",
      "title": "Stargate官方2026年1月进度",
      "url": "https://openai.com/index/stargate-community/",
      "publishedAt": "2026-01-20",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "2026-01-20官方称Abilene首个场地已训练和服务模型，其他场地处于开发阶段。",
      "limitation": "不同场地与合作方不自动归同一公司收入；官方投运描述未独立核实。"
    },
    {
      "id": "SG-APR",
      "companyId": "AI076",
      "title": "Stargate官方2026年4月进度",
      "url": "https://openai.com/index/building-the-compute-infrastructure-for-the-intelligence-age/",
      "publishedAt": "2026-04-29",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "2026-04-29原文区分所取得的算力容量与持续投运，并描述Abilene场地承担模型训练。",
      "limitation": "secured capacity不等于已投运负载、已出租容量或经常性收入；不将集团模型收入归合资项目。"
    },
    {
      "id": "SSI-HISTORY",
      "companyId": null,
      "title": "SSI官方历史更新",
      "url": "https://ssi.inc/updates",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官方更新列2024-09-04融资消息，证明2025年前已有该业务。",
      "limitation": "仅用于成立范围排除；融资不当收入，也不凭一个更新日期填精确注册年。"
    },
    {
      "id": "TC-DISCOVERY",
      "companyId": null,
      "title": "TechCrunch栏目与公开接口访问边界",
      "url": "https://techcrunch.com/category/artificial-intelligence/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体访问与检索记录",
      "summary": "栏目首页与下一页可读；从首页选择Dream、Wabi、Thrive Holdings三条公司线索建立首批台账。公开分类接口与栏目RSS各一次普通HTTP请求均返回403。",
      "limitation": "不是首页全部条目、全部搜索结果或两年全量档案。下一页可读不等于全部分页已读；接口受限保留缺项，不绕过访问限制。"
    },
    {
      "id": "TC-DREAM",
      "companyId": null,
      "title": "Dream报道发现条目",
      "url": "https://techcrunch.com/2026/10/29/ex-palantir-execs-launch-dream-with-17m-from-a16z-to-build-ai-world-models-for-construction/",
      "publishedAt": "2026-10-29",
      "accessedAt": "2026-10-30",
      "kind": "媒体发现记录",
      "summary": "已读报道，以公司名称为线索追溯原始材料。",
      "limitation": "媒体不替代成立、主体及财务原始凭证；融资和收购消息不自动计收入。"
    },
    {
      "id": "TC-WABI",
      "companyId": "AI077",
      "title": "Wabi报道发现条目",
      "url": "https://techcrunch.com/2026/10/29/wabi-the-ai-agent-that-builds-mini-apps-now-valued-at-1-25b-after-latest-round/",
      "publishedAt": "2026-10-29",
      "accessedAt": "2026-10-30",
      "kind": "媒体发现记录",
      "summary": "已读报道，以公司名称为线索追溯原始材料。",
      "limitation": "媒体不替代成立、主体及财务原始凭证；融资和收购消息不自动计收入。"
    },
    {
      "id": "TC-THRIVE",
      "companyId": "AI079",
      "title": "Thrive Holdings报道发现条目",
      "url": "https://techcrunch.com/2026/10/29/openai-backed-thrive-holdings-acquires-adt/",
      "publishedAt": "2026-10-29",
      "accessedAt": "2026-10-30",
      "kind": "媒体发现记录",
      "summary": "已读报道，以公司名称为线索追溯原始材料。",
      "limitation": "媒体不替代成立、主体及财务原始凭证；融资和收购消息不自动计收入。"
    },
    {
      "id": "DH-HOME",
      "companyId": null,
      "title": "DreamHQ官方业务说明",
      "url": "https://www.dreamhq.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网介绍建筑设计与工程自动化，并称在加州和得州以建筑设计责任主体交付施工图。",
      "limitation": "模型及交付效果为公司自述，未独立评测；融资、训练数据面积和在建项目数不是收入。"
    },
    {
      "id": "DH-COMPANY",
      "companyId": null,
      "title": "DreamHQ团队及主体线索",
      "url": "https://www.dreamhq.com/company",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "公司页面列Arjun Mathur与Andy Elder为创始人；首页页脚主体为Dream Technologies, Inc.，业务为建筑设计交付。",
      "limitation": "本次未取得明确成立年份；公开人物列表不等于团队总人数。不同于pingdream.com的同名摄像头业务，不按品牌名合并。"
    },
    {
      "id": "WABI-HOME",
      "companyId": "AI077",
      "title": "Wabi官方当前产品说明",
      "url": "https://wabi.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网介绍多人共享的AI助手及按需生成小应用，页脚列Wabi, Inc.。",
      "limitation": "版权年不是成立年；公开产品展示未独立验证技术水平或商业收入。"
    },
    {
      "id": "WABI-INVESTOR",
      "companyId": "AI077",
      "title": "Wabi投资方2025年公告",
      "url": "https://a16z.com/announcement/investing-in-wabi/",
      "publishedAt": "2025-11-05",
      "accessedAt": "2026-10-30",
      "kind": "投资方原始公告",
      "summary": "2025-11-05投资方介绍Eugenia Kuyda创办Wabi及其面向消费者的小应用生成与分享平台。",
      "limitation": "只证明2025已有业务，未给出明确成立日；投资方有利益关系，融资不作收入，创始人此前Replika的用户数与业绩不归Wabi。"
    },
    {
      "id": "WABI-PROFILE",
      "companyId": "AI077",
      "title": "Wabi公开公司主页的团队口径",
      "url": "https://www.linkedin.com/company/joinwabi/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述公开主页",
      "summary": "公司公开主页关联wabi.ai，列2—10人规模范围，页面同时展示22个关联员工档案。",
      "limitation": "自填规模范围与关联员工数不是同一口径，均不填为精确团队人数；本次未见成立年字段。"
    },
    {
      "id": "TH-ABOUT",
      "companyId": "AI079",
      "title": "Thrive Holdings官方业务说明",
      "url": "https://www.thriveholdings.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "公司称收购成熟企业，将行业人员经验与技术和运营结合，目前涉及会计与IT服务。",
      "limitation": "控股平台、收购组合与原有企业经营收入须区分；年份另据公司主页补证，本次未取得并表收入或注册凭证。"
    },
    {
      "id": "TH-OPENAI",
      "companyId": "AI079",
      "title": "Thrive Holdings合作方2025年公告",
      "url": "https://openai.com/index/thrive-holdings/",
      "publishedAt": "2025-12-01",
      "accessedAt": "2026-10-30",
      "kind": "合作方原始公告",
      "summary": "2025-12-01合作方披露企业AI部署合作，初期涉及会计及IT服务，技术团队参与所持企业流程改造。",
      "limitation": "合作与股权关系不等于客户合同或收入，也不独自证明平台成立年。"
    },
    {
      "id": "TH-ADT",
      "companyId": "AI079",
      "title": "ADT拟收购交易的原始公告",
      "url": "https://investor.adt.com/News--Events/news/news-details/2026/ADT-to-be-Acquired-by-Thrive-Holdings-in-15-3-Billion-Transaction/default.aspx",
      "publishedAt": "2026-10-29",
      "accessedAt": "2026-10-30",
      "kind": "交易当事方公告",
      "summary": "ADT公告预计2027年一季度交割，须股东及反垄断等批准；交割前ADT继续独立运营。",
      "limitation": "截至本次读取不能记为完成收购；交易金额不是收入，不把目标公司历史收入直接归为新AI平台的有机增长或ARR。"
    },
    {
      "id": "WABI-DEALROOM",
      "companyId": "AI077",
      "title": "Wabi公开名录成立年与主体关联",
      "url": "https://dealroom.co/companies/wabi/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方公司名录",
      "summary": "公开名录列Founded 2025、Eugenia Kuyda为创始人，关联wabi.ai与官方公司主页。",
      "limitation": "第三方名录年份非工商注册核验；员工数字、增长信号及融资不作精确团队人数或公司收入，名录不保证与其他渠道独立。"
    },
    {
      "id": "WABI-BUILTIN",
      "companyId": "AI077",
      "title": "Wabi招聘名录的成立年与地点差异",
      "url": "https://builtin.com/company/wabi-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方招聘公司名录",
      "summary": "招聘名录列Wabi, Inc.、Year Founded 2025，关联wabi.ai；所在地列Buenos Aires，与其他名录San Francisco标注不同。",
      "limitation": "不证明精确注册日期；办公室、总部标签与团队数字存在跨来源口径差异，不强行统一或取平均。"
    },
    {
      "id": "WABI-TERMS",
      "companyId": "AI077",
      "title": "Wabi官方当前免费服务及未来收费条款",
      "url": "https://wabi.ai/terms",
      "publishedAt": "2026-10-20",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "2026-10-20更新条款列运营方Wabi, Inc.，当前服务免费；未来若推出付费功能或订阅，须先告知收费。",
      "limitation": "通用订阅及付款条款不证明已收费或已实现收入；当前免费服务不等于公司历史、全部业务或其他合同收入为零。"
    },
    {
      "id": "TH-LAUNCH",
      "companyId": "AI079",
      "title": "Thrive Holdings官方2025年发布公告",
      "url": "https://www.thriveholdings.com/thrive-holdings-launch",
      "publishedAt": "2025-04-29",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "2025-04-29公告发布永久资本平台，用于长期投资、收购及运营企业。",
      "limitation": "公告日期为公开发布时点，不单独充当工商注册或精确成立年；不将Thrive Capital历史和被收购企业历史并为新AI公司的有机增长。"
    },
    {
      "id": "ELOQ-HOME",
      "companyId": "AI015",
      "title": "Eloquent官方现行金融工作流说明",
      "url": "https://eloquentai.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网描述在现有银行、CRM和邮件系统中执行受监管工作流，包含模拟、分阶段部署、人工审批及审计记录。",
      "limitation": "自动化比例、无API及集成效果为公司自述；界面案例和成本改善不当独立基准、真实交易或收入。"
    },
    {
      "id": "ELOQ-OUTCOME",
      "companyId": "AI015",
      "title": "Eloquent官方按结果与用量收费说明",
      "url": "https://eloquentai.co/resources/pay-for-success-how-outcome-based-pricing-is-revolutionizing-customer-support",
      "publishedAt": "2026-06-26",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官方文章称复杂问题按成功结果收费，未解决的处理不收费；分类、路由等简单任务按用量计费。博客索引列2026-06-26。",
      "limitation": "没有公开单位报价或合同，成功定义、客户验收、返工及人工成本待核；客户节省成本不作公司收入，按结果收费不能直接当固定订阅ARR。"
    },
    {
      "id": "PEEC-PRICE",
      "companyId": "AI055",
      "title": "Peec官方品牌套餐计价维度",
      "url": "https://peec.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "套餐比较表列Starter原文$95/mo、Pro $245/mo、Advanced $495/mo，企业询价；包含不同提示词、模型、项目和Agent额度，用户席位不限。",
      "limitation": "原文$未见币种代码，保留标价而不转美元观测；额度、订阅标价和采用品牌数不能直接推ARPA、ARR或利润。"
    },
    {
      "id": "PEEC-JOBS",
      "companyId": "AI055",
      "title": "Peec在投资方招聘站的经营自述",
      "url": "https://careers.antler.co/companies/peec-ai/jobs/94213791-customer-success-manager-seo",
      "publishedAt": "2026-09-22",
      "accessedAt": "2026-10-30",
      "kind": "公司招聘自述转载",
      "summary": "招聘页列Posted on 2026-09-22；公司介绍称18个月达到原文$15M ARR及100+团队，柏林与纽约两地。",
      "limitation": "属于公司招聘文案的转载，不是独立财务验证；发布日期不保证业务截止日或内容最后更新日，$未明确币种代码。原始招聘链接本次读取失败，保留访问缺项。"
    },
    {
      "id": "CTX-BVP",
      "companyId": null,
      "title": "Bessemer 2025报告的样本与商业年龄",
      "url": "https://www.bvp.com/atlas/the-state-of-ai-2025",
      "publishedAt": "2025-08-13",
      "accessedAt": "2026-10-30",
      "kind": "行业报告原始方法说明",
      "summary": "主动选取20家高增长AI企业，含组合内外公司；非随机普查；企业增长与毛利基准，按商业化后的第几年比较。2025-08-13报告；商业化年数不等法律成立年。",
      "limitation": "已核方法与增长/毛利基准段；未取得20家逐公司底表。高增长选样和投资机构利益关系；不能把头部样本均值当各领域平均或新成立公司总体。"
    },
    {
      "id": "CTX-MENLO",
      "companyId": null,
      "title": "Menlo 2025报告的采购调查与市场范围",
      "url": "https://menlovc.com/perspective/2025-the-state-of-generative-ai-in-the-enterprise/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "行业报告原始方法说明",
      "summary": "495名美国企业AI采购/开发决策者，企业已主动使用AI；采购调查与自下而上的市场支出估算，非公司逐项ARR。2025-11-07至11-25调查，市场判断截至2025-12。",
      "limitation": "已核公开方法、范围及限制；受访个体与公司估算底表未取得。仅美国企业；排除芯片、推理/模型服务及既有软件内嵌AI功能，不能与包含这些项目的总量直接比较或分摊为单家公司ARR。"
    },
    {
      "id": "CTX-STRIPE",
      "companyId": null,
      "title": "Stripe 2025年度信的平台分组与收入边界",
      "url": "https://assets.stripeassets.com/fzn2n1nzq965/3LlGw839Q6kUwxZlLZDtH6/75ddcbada4aa7743dd8ec7d0f9ca497e/Stripe-annual-letter-2025-desktop.pdf",
      "publishedAt": "2026-02-24",
      "accessedAt": "2026-10-30",
      "kind": "行业报告原始方法说明",
      "summary": "2025年开始使用Stripe的商户分组，另有Atlas注册企业分组；平台交易量、商户增长及达到收入门槛的数量；分母不同。2025年度；2026-02-24年度信。",
      "limitation": "已读并视觉核对PDF第1、3页；未取得商户明细与完整分组计算底表。开始使用平台不等成立年，也非AI公司专属样本；交易量不等Stripe收入，门槛数量翻倍不等ARR均值翻倍；不与TrustMRR公开者样本混算。"
    },
    {
      "id": "CTX-SAASCAP",
      "companyId": null,
      "title": "SaaS Capital 2026增长报告的公开样本说明",
      "url": "https://www.saas-capital.com/research/private-saas-company-growth-rate-benchmarks/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "行业报告原始方法说明",
      "summary": "第15次年度调查，超过1000家私营B2B SaaS公司；2025年度增长率与留存等公开摘要；非ARR金额分布。2026报告回顾2025增长；不把报告年当公司成立年。",
      "limitation": "仅读公开摘要；完整下载需填写表单，未提交表单或取得完整底表。样本不是两年新AI公司；增长率中位数不能当ARR中位数；完整抽样与指标细节仍缺，不外推至硬件、项目服务或所有AI模式。"
    },
    {
      "id": "PH-SCREEN-HISTORY",
      "companyId": null,
      "title": "Screen Studio原版与3.0的发布历史",
      "url": "https://www.producthunt.com/products/screen-studio/launches/screen-studio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "平台产品发布记录",
      "summary": "平台历史区分原版2022-11-09发布和3.0于2025-02-06发布，关联同一screen.studio域名。",
      "limitation": "记录的是产品发布历史，非法律注册年或独立财务核验；3.0版本不作新公司证明，AI是否主营仍未核。"
    },
    {
      "id": "PH-TOOLFINDER-FOUNDER",
      "companyId": null,
      "title": "Tool Finder创作者2023年发布说明",
      "url": "https://francescod.medium.com/introducing-tool-finder-89bfd42f077f",
      "publishedAt": "2023-01-12",
      "accessedAt": "2026-10-30",
      "kind": "创作者原始公告",
      "summary": "Francesco D’Alessio于2023-01-12介绍Tool Finder，称已发布工具发现网站，关联toolfinder.co。",
      "limitation": "证明2025前已存在业务，不是精确公司注册日；作者的其他业务、目录内工具收入不归Tool Finder。"
    },
    {
      "id": "PH-TOOLFINDER-ABOUT",
      "companyId": null,
      "title": "Tool Finder现行团队与业务关联",
      "url": "https://toolfinder.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "现行About页面列Francesco D’Alessio为创始人；网站提供工具发现、评测和付费厂商页面等服务，页脚列Keep Productive Ltd。",
      "limitation": "页面Est.2012可能是团队/媒体历史，不直接作为产品或法律主体成立年；工具目录和评测不自动属于AI产品公司主营。"
    },
    {
      "id": "PH-BASALT-2024",
      "companyId": null,
      "title": "Hexa在2024年介绍Basalt业务",
      "url": "https://www.hexa.com/blog/news/introducing-batch-2024-hx24",
      "publishedAt": "2024-12-17",
      "accessedAt": "2026-10-30",
      "kind": "创业工作室原始公告",
      "summary": "2024-12-17创业工作室公告已列Basalt、getbasalt.ai及Guillaume Marquis、Francois de Fitte，描述提示词、测试、部署和监控业务。",
      "limitation": "证明2025前已有对应业务与团队，不把HX24批次当精确注册年；2025平台发布及质量宣传不证明新公司或独立技术性能。"
    },
    {
      "id": "PH-DATAFAST-HISTORY",
      "companyId": null,
      "title": "DataFast官方2024年功能更新",
      "url": "https://datafa.st/changelog/goal-tracking",
      "publishedAt": "2024-11-12",
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品更新",
      "summary": "官网2024-11-12功能更新介绍访客旅程和目标跟踪，并关联同一datafa.st产品；更新索引另列2024-12-27邮件报告。",
      "limitation": "是2025前产品业务证据，非法律注册日；不以域名注册、后续PH上线或MCP功能上线确定公司成立年。"
    },
    {
      "id": "PH-DATAFAST-TERMS",
      "companyId": null,
      "title": "DataFast现行分析与计费条款",
      "url": "https://datafa.st/tos",
      "publishedAt": "2026-02-15",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "条款列14天试用、订阅及按月事件额度，事件包括浏览、支付和自定义目标；年付也按月计量额度。",
      "limitation": "政策生效日不当成立年；被跟踪网站的支付/收入事件是客户数据，不是DataFast自身收入；创作者历史总业绩不转为该产品ARR。"
    },
    {
      "id": "CLASS-ONESTOP-HOME",
      "companyId": "YC30686",
      "title": "OneStop当前本地活动产品",
      "url": "https://onestop.so/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "由YC关联askonestop.com进入后跳转onestop.so；官网介绍发布附近活动计划、回复及选择聊天对象，并显示App Store即将开放及候补登记。",
      "limitation": "页面示例不当真实活动、用户或付费客户；候补登记不证明产品已经普遍可用。"
    },
    {
      "id": "CLASS-ONESTOP-MISSION",
      "companyId": "YC30686",
      "title": "OneStop创始人与产品关联",
      "url": "https://onestop.so/mission",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "Mission页列Max和Peyton为联合创始人，介绍按附近地点与时间发布和参加活动；与YC创始人姓名及本地分类定位关联。",
      "limitation": "页面Sept.2026是使命信月份，不当公司成立或产品公开上线日期；未提交候补或联系表单。"
    },
    {
      "id": "CLASS-ONESTOP-TERMS",
      "companyId": "YC30686",
      "title": "OneStop AI用途、主体与免费条款",
      "url": "https://onestop.so/terms-of-service",
      "publishedAt": "2026-10-08",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "2026-10-08更新条款列运营者Preempt Technologies, Inc.；称使用OpenAI和Anthropic辅助计划搜索、信息流排序和发帖，当前免费且无订阅或内购，也不处理用户间支付。",
      "limitation": "服务用途和供应商为公司自述，未独立测试；当前免费不说明公司全部或历史收入为零，政策日期非注册日期。"
    },
    {
      "id": "CLASS-PHASES-HOME",
      "companyId": "YC30707",
      "title": "Phases官方目标客户说明",
      "url": "https://phases.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "YC关联官网称面向前沿机器人实验室提供解决方案，公开页面提供预约演示入口。",
      "limitation": "仅能确认机器人方向与目标用户；具体产品、技术架构、交付和收费未披露，不凭创始人履历或一句口号确定能力、客户与收入。"
    },
    {
      "id": "CLASS-VELVET-HOME",
      "companyId": "YC30995",
      "title": "Velvet官方数据及模型合作说明",
      "url": "https://velvetlab.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "YC关联官网介绍为AI实验室及消费者公司创建交互模型相关的数据集和模型；页脚列Velvet Media, Inc.，提供样本提交与合作入口。",
      "limitation": "官网自述不等独立模型评测。公开页面抓取包含Your Earnings下Pending/Paid $0.00模板文字，未取得账户归属或业务时点，不能作为公司或账户真实收入、零收入观测；未提交任何表单。"
    },
    {
      "id": "CLASS-VELVET-TERMS",
      "companyId": "YC30995",
      "title": "Velvet内容交付、许可及创作者报酬条款",
      "url": "https://velvetlab.ai/terms.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "条款列Velvet Media, Inc.及velvet.video，描述创作者交付视频等内容任务、平台可出售或许可提交内容并支付报酬，支付服务包含Stripe与Wise。",
      "limitation": "原文更新日期2/11/2026格式歧义，未转为精确发布日期；任务报酬和支付通道不等公司收入或ARR，内容许可与模型合作的合同边界仍待核。"
    },
    {
      "id": "PH-AHA-PROFILE",
      "companyId": null,
      "title": "AhaCreator公开公司主页年份",
      "url": "https://www.linkedin.com/company/ahacreator",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述公开主页",
      "summary": "官网关联公司主页列Founded 2024，并关联ahacreator.com及网红营销业务；另有八位数ARR和增长自述。",
      "limitation": "公司自填年份不是注册核验；ARR未核币种、合同及总额/净额口径，不转为2025—2026新公司收入观测。"
    },
    {
      "id": "PH-AHA-HOME",
      "companyId": null,
      "title": "AhaCreator官网品牌与主体线索",
      "url": "https://www.ahacreator.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网介绍发现、评估及管理创作者合作的AI营销平台；页脚列Ahalab.ai Inc.。",
      "limitation": "创作者网络、活动数量、客户效果及预算不等平台收入；公司名称仅据页脚，注册资料未取得。"
    },
    {
      "id": "PH-AHA-TERMS-ACCESS",
      "companyId": null,
      "title": "AhaCreator条款正文读取缺项",
      "url": "https://www.ahacreator.com/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问记录",
      "summary": "标题可识别为条款页面，但本次正文解析只返回导航和页脚，未取得具体合同内容。",
      "limitation": "不记为已核收费、托管预算、保证退款或法律主体全部条款，后续仍需原始合同补证。"
    },
    {
      "id": "PH-SUPERX-TERMS",
      "companyId": null,
      "title": "SuperX运营主体及产品范围",
      "url": "https://superx.so/terms",
      "publishedAt": "2026-09-17",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "2026-09-17更新条款列服务由TMAKER经营，注册号895032514；产品包括X内容、排程、分析、接口及部分AI功能。",
      "limitation": "2026产品发布不证明新法律主体；公司收入与单个产品收入分开，不转移其他产品或创始人业绩。"
    },
    {
      "id": "PH-SUPERX-REGISTRY",
      "companyId": null,
      "title": "TMAKER同号第三方登记资料",
      "url": "https://www.pappers.fr/entreprise/tmaker-895032514",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方企业登记汇编",
      "summary": "Pappers资料的SIREN 895032514与SuperX条款一致，创建及登记字段均在2021年。",
      "limitation": "第三方公开登记汇编，不是本次取得的政府原始摘录；创建日和登记日字段不同，只据一致年份判断旧主体，未核完整沿革或产品收入。"
    },
    {
      "id": "PH-SUPERX-GOV-ACCESS",
      "companyId": null,
      "title": "TMAKER政府目录访问缺项",
      "url": "https://annuaire-entreprises.data.gouv.fr/entreprise/tmaker-895032514",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公开来源访问记录",
      "summary": "政府企业目录直达返回403，本次未取得原始登记正文。",
      "limitation": "保留独立核验缺项；不绕过访问保护，也不将Pappers材料标为政府原始资料。"
    },
    {
      "id": "PH-BREW-PROFILE",
      "companyId": null,
      "title": "Brew公开公司主页年份",
      "url": "https://www.linkedin.com/company/brewdotnew",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述公开主页",
      "summary": "公司公开主页列Founded 2024、关联brew.new及创始人Philip Sørensen与Thomas Park。",
      "limitation": "公司自填年份非注册核验；关联员工档案不等团队总人数，客户案例效果不作公司收入。"
    },
    {
      "id": "PH-BREW-LAUNCH",
      "companyId": null,
      "title": "Brew官方2025年产品介绍",
      "url": "https://brew.marketing/blog/introducing-brew",
      "publishedAt": "2025-10-07",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "2025-10-07产品文章介绍AI邮件平台，页面关联brew.new，列当时免费和付费方案。",
      "limitation": "产品发布不当成立年；历史按联系人数套餐不平移当前按credits和发送量定价，也不由报价反推ARR。"
    },
    {
      "id": "PH-BREW-TERMS",
      "companyId": null,
      "title": "Brew现行官方条款主体",
      "url": "https://docs.brew.new/legal/terms-of-service",
      "publishedAt": "2025-10-19",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "条款列Brew Emails, Inc.和brew.new，页面标更新2025-10-19。",
      "limitation": "条款更新时间不当公司成立日；与其他同名阅读器、咨询或营销业务不合并，未取得实际合同或收入。"
    },
    {
      "id": "PH-MUSA-APPLE",
      "companyId": null,
      "title": "Musa官方应用身份与运营者",
      "url": "https://apps.apple.com/us/app/musa-period-pregnancy/id6504586102",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "官方应用商店资料",
      "summary": "美区App Store列Musa周期及自我照护应用，开发者Musa Health, Inc.，并标免费及内购；应用ID 6504586102。",
      "limitation": "上架、内购和评分不等真实付费或收入；健康效果为开发者宣称，未独立评估，不以相邻同名应用资料补成立年。"
    },
    {
      "id": "PH-MUSA-LOOKUP",
      "companyId": null,
      "title": "Musa Apple公开元数据的历史日期",
      "url": "https://itunes.apple.com/lookup?id=6504586102&country=us",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "官方应用商店元数据",
      "summary": "Apple公开元数据trackId 6504586102、sellerName Musa Health Inc、sellerUrl musa.com；releaseDate为2024-07-02T07:00:00Z。",
      "limitation": "releaseDate为该地区应用元数据中的发布时点，不是公司注册年；当前版本日期另列，不能把2025 PH发布当应用首次出现。"
    },
    {
      "id": "PH-MUSA-HOME-ACCESS",
      "companyId": null,
      "title": "Musa当前官网读取范围",
      "url": "https://www.musa.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问记录",
      "summary": "PH关联musa.app跳转musa.com，与Apple卖方网址相符；本次官网只返回需要JavaScript的外壳。",
      "limitation": "未记为读到网站业务或条款全文；业务与历史由Apple资料补核，不推测未读页面。"
    },
    {
      "id": "PH-SIDER-HISTORY",
      "companyId": null,
      "title": "Sider原版与后续版本发布历史",
      "url": "https://www.producthunt.com/products/chatgpt-sidebar-chrome-extension?launch=sider-4&page=1",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "平台产品发布记录",
      "summary": "平台列原版ChatGPT Sidebar于2023年发布，4.0同在2023年，5.0为2025年更新，均关联sider.ai。",
      "limitation": "产品版本与法律主体成立日分开；不凭5.0榜单更新新增两年公司，平台用户和评分不作付费或收入。"
    },
    {
      "id": "PH-SIDER-TERMS",
      "companyId": null,
      "title": "Sider当前运营主体",
      "url": "https://sider.ai/policies/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "当前官方条款列Sider由Vidline Inc.运营，覆盖网站、浏览器扩展及移动和桌面应用。",
      "limitation": "条款没有在本次材料中补足精确注册年；产品发布历史不强填为法人成立年，不移入同名或其他业务业绩。"
    },
    {
      "id": "PH-CHRONICLE-PROFILE",
      "companyId": null,
      "title": "Chronicle演示软件公司公开主页年份",
      "url": "https://www.linkedin.com/company/chroniclehq",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述公开主页",
      "summary": "公开公司主页列Founded 2021，关联chroniclehq.com及AI演示/叙事软件业务。",
      "limitation": "公司自填年份非独立注册核验；不与Chronicle Labs等近名企业混并，既有历史博客超时记录仍保留为未读。"
    },
    {
      "id": "PH-TRICKLE-PROFILE",
      "companyId": null,
      "title": "Trickle公开公司主页年份",
      "url": "https://au.linkedin.com/company/trickleai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述公开主页",
      "summary": "公司公开主页列Founded 2018、trickle.so及AI建站/应用画布业务。",
      "limitation": "公司自填年份未独立注册核验；不直接把2018或该团队规模与收入归给Happycapy，关联员工档案不是精确团队总数。"
    },
    {
      "id": "PH-TRICKLE-HOME",
      "companyId": null,
      "title": "Trickle官方产品与Happycapy交叉链接",
      "url": "https://trickle.so/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网介绍用自然语言构建应用与网站，并以官方链接介绍Happycapy；两种产品方向仍分别可见。",
      "limitation": "产品家族/导流关系不独自证明新旧法律主体同一、并购或注册日期；官网版权年不当成立年，社区示例不作已付费采用。"
    },
    {
      "id": "PH-HAPPYCAPY-TERMS",
      "companyId": null,
      "title": "Happycapy当前服务与订阅条款",
      "url": "https://happycapy.ai/terms",
      "publishedAt": "2026-03-18",
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "2026-03-18条款说明消费应用、AI Agent图形界面、托管沙箱及月/年订阅，文本以Happycapy自称。",
      "limitation": "本次仍未据条款确认法律运营者和注册日；条款生效日不等成立日，订阅条款不证明实际收入、独立安全性或采用规模。"
    },
    {
      "id": "PH-HAPPYCAPY-HISTORY",
      "companyId": null,
      "title": "Trickle与Happycapy共用发布页的边界",
      "url": "https://www.producthunt.com/products/happycapy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "平台产品发布记录",
      "summary": "平台共页包含较早Trickle产品和2025 Magic Canvas、2026 Happycapy发布，并称原Trickle团队开发。",
      "limitation": "页首Launched in 2022不直接解释为Happycapy品牌或法人成立于2022；旧团队产品历史与新品牌精确主体继续分开。"
    },
    {
      "id": "PH-TAPFLOW-HISTORY",
      "companyId": null,
      "title": "Tapflow原版与2.0的公开发布沿革",
      "url": "https://www.producthunt.com/products/tapflow",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "平台产品发布记录",
      "summary": "同一产品页与两个发布页列1.0于2024-05-16、2.0于2025-05-28发布，均链接tapflow.ai知识商品业务。",
      "limitation": "旧产品沿革足以排除本次新公司候选，但不是法律注册年份；官网本次读取超时，运营者和收入未核。不能套用tapflowai.com招聘工具的成立年或业绩。"
    },
    {
      "id": "PH-ATOMS-PROFILE",
      "companyId": null,
      "title": "MetaGPT公开公司主页的年份与MGX关联",
      "url": "https://www.linkedin.com/company/metagpt/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公开主页列Founded 2025，并将mgx.dev列为商业平台，关联MetaGPT开源框架与后续Atoms品牌。",
      "limitation": "自述年份不是注册证明；尚未消歧MetaGPT LLC、DeepWisdom与产品团队的主体关系及官网更早沿革。融资金额不是收入，关注数与页面关联人员数不是员工总人数。Atoms展示页和DeepWisdom关联页本次读取失败。"
    },
    {
      "id": "GOLD-EF",
      "companyId": "AI078",
      "title": "EF投资组合Goldfish成立年与创始人",
      "url": "https://www.joinef.com/companies/goldfish/?pagenum=2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构公司名录",
      "summary": "页面标注Founded 2026、Joel Edholm和Kaspian Jakobsson，并链接goldfish.sh。",
      "limitation": "机构与投资对象有利益关系，年份非独立注册核验；创始人此前Strawberry收入和VR教育企业ARR不能转作Goldfish收入。无查询参数的入口本次重定向组合首页，保留实际可读URL。"
    },
    {
      "id": "GOLD-CREATORS",
      "companyId": "AI078",
      "title": "Goldfish官方社区与创始人对应",
      "url": "https://docs.goldfish.sh/community/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司产品文档",
      "summary": "官方社区页列Joel Edholm与Kaspian Jakobsson，与EF页面姓名一致。",
      "limitation": "两位创始人不等完整员工数；社区加入数与创始人关注者不作客户或收入。"
    },
    {
      "id": "GOLD-DOCS",
      "companyId": "AI078",
      "title": "Goldfish官方架构与平台说明",
      "url": "https://docs.goldfish.sh/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司产品文档",
      "summary": "说明经操作系统辅助功能读取屏幕文字、设备本地存储记忆，运行于macOS与Windows，并提供写作与上下文功能。",
      "limitation": "属于产品描述，非独立测试或安全审计；本地记忆不等所有模型推理在本地，不以文档可读判定技术领先。"
    },
    {
      "id": "UTOPAI-HISTORY",
      "companyId": null,
      "title": "Utopai官方成立与品牌沿革",
      "url": "https://www.utopaistudios.com/en/about",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网明确Founded 2022，历史段说明以Cybever起步，2025转为Utopai Studios，延续既有技术并拓展影视制作。",
      "limitation": "公司自述非注册证明；2025更名、2026产品/模型发布与未来影视片单不等新公司、已确认收入或ARR，团队Members不是统一员工口径。"
    },
    {
      "id": "UTOPAI-FAQ",
      "companyId": null,
      "title": "Utopai公司与PAI产品边界",
      "url": "https://www.utopaistudios.com/en/faq",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "FAQ区分Utopai Studios公司、PAI制作平台与其中的Utopai X视频模型，并说明自有/合拍影视业务。",
      "limitation": "产品、模型、区域制作业务不各自新增公司；官方对比不当独立技术评测，影片计划或合作不当已确认公司收入。"
    },
    {
      "id": "PH-FUNDRAISLY-PROFILE",
      "companyId": null,
      "title": "Fundraisly公开主页的Accumulator关系",
      "url": "https://www.linkedin.com/company/fundraisly",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公开主页链接fundraisly.com，称属于Accumulator，结合投资者匹配、引荐路径与外联服务。页面没有成立年份字段。",
      "limitation": "业务与关联集团关系不能替代Accumulator Fundraising LLC的注册年份；页面2—10人数范围及关联档案数不当精确团队人数，团队筹资和客户融资不当收入。"
    },
    {
      "id": "TH-PROFILE",
      "companyId": "AI079",
      "title": "Thrive Holdings公司公开主页年份",
      "url": "https://www.linkedin.com/company/thrive-holdings",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "页面列Founded 2025，链接thriveholdings.com，描述收购并运营会计与IT服务企业。",
      "limitation": "非独立注册核验；11—50范围、关联档案数不等集团员工数。所持企业原有收入与收购规模不能当有机AI增长或软件ARR。"
    },
    {
      "id": "BRILA-ENTITY-HISTORY",
      "companyId": null,
      "title": "Generated Photos早期政策的同一运营主体",
      "url": "https://intercom.help/generated-photos/en/articles/7241273-generated-photos-privacy-policy",
      "publishedAt": "2024-02-14",
      "accessedAt": "2026-10-30",
      "kind": "公司官方历史政策",
      "summary": "页面日期2024-02-14，列Generated Media, Inc.及Delaware注册号7627361，与Brila官方政策同名同号。",
      "limitation": "早期材料可证明该运营主体并非2025—2026新公司；政策日期和其中2020生效日都不当精确注册年。旧产品收入、人数和品牌历史不直接转作Brila收入。"
    },
    {
      "id": "BRILA-ENTITY-TERMS",
      "companyId": null,
      "title": "Generated Photos早期服务条款",
      "url": "https://intercom.help/generated-photos/en/articles/7872726-generated-photos-terms-and-conditions",
      "publishedAt": "2023-10-16",
      "accessedAt": "2026-10-30",
      "kind": "公司官方历史条款",
      "summary": "官方条款页面日期2023-10-16，服务合同方列Generated Media, Inc.，业务为生成图像许可。",
      "limitation": "单看同名条款不唯一识别主体，需与注册号7627361的隐私政策及Brila政策合看；不能把图像许可收入当新建站产品ARR。"
    },
    {
      "id": "TC-ARCHIVE-2025",
      "companyId": null,
      "title": "TechCrunch 2025普通年度档案入口",
      "url": "https://techcrunch.com/2025/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体档案索引",
      "summary": "年度档案首屏可读并提供Next链接，可从普通页面继续回查2025报道。",
      "limitation": "本次只核入口和可见首屏，不代表已穷尽分页；综合档案包含非AI内容，新闻日期不当成立年。"
    },
    {
      "id": "TC-ARCHIVE-AI2",
      "companyId": null,
      "title": "TechCrunch AI栏目第二页读取范围",
      "url": "https://techcrunch.com/category/artificial-intelligence/page/2/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体档案索引",
      "summary": "普通AI栏目第二页可读，页面存在跨公司、产品和行业报道。",
      "limitation": "只证明本次页面可读；动态相对时间和当前分页位置不是稳定的两年候选池，不以栏目名保证每条均为新AI公司。"
    },
    {
      "id": "TC-BF25",
      "companyId": null,
      "title": "2025企业竞赛名单的定向发现入口",
      "url": "https://techcrunch.com/2025/12/29/the-32-top-enterprise-tech-startups-from-disrupt-startup-battlefield/",
      "publishedAt": "2025-12-29",
      "accessedAt": "2026-10-30",
      "kind": "媒体候选发现",
      "summary": "本篇企业竞赛名单的32项发现条目均已登记；业务与年份以各条所列原始材料补证。",
      "limitation": "名单登记不等逐家公司成立、AI主营或财务核验；参赛年不等成立年，不声称覆盖全部参赛者或两年档案。"
    },
    {
      "id": "TC-BF25-HYPER",
      "companyId": "YC30879",
      "title": "Hypercubic当前YC主营与年份复核",
      "url": "https://www.ycombinator.com/companies/hypercubic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司资料",
      "summary": "页面列Founded 2025，描述面向大型机与COBOL的维护现代化及Hopper开发环境。",
      "limitation": "同一公司复用YC30879；公开演示、客户行业或目标企业不等付费客户，未测试性能或核收入。"
    },
    {
      "id": "TC-BF25-BILLOW",
      "companyId": null,
      "title": "Billow AI Labs的YC资料与成立年缺项",
      "url": "https://www.ycombinator.com/companies/billow-ai-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司资料",
      "summary": "页面链接thebillow.ai，列Summer 2026批次，介绍会计和财务流程服务，本次可读正文无Founded字段。",
      "limitation": "批次不等成立年；与2025竞赛发现线索的时序和实体需补证，不仅按相同域名和批次新增2026公司。创始人旧平台用户、交易量和客户企业价值不当Billow收入。"
    },
    {
      "id": "TC-BF25-DOBS",
      "companyId": null,
      "title": "Dobs AI公司主页的范围外年份",
      "url": "https://www.linkedin.com/company/dobs-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公司主页链接dobs.ai并列Founded 2024，介绍财务尽调与盈利质量分析。",
      "limitation": "2024为公司自述，精确注册未核；准确率及合规宣传不是本轮独立测试，客户数据分析金额不作其自身收入。"
    },
    {
      "id": "TC-BF25-CASHEW",
      "companyId": null,
      "title": "Cashew Research官方业务与同名边界",
      "url": "https://www.cashewresearch.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "公开公司介绍页可读，关联市场研究业务与cashewresearch.com。",
      "limitation": "成立年及运营主体仍待可靠材料补证；不是YC的Cashew Labs，不能套用后者2025年份、团队或技术。"
    },
    {
      "id": "TC-BF25-ZINNIA",
      "companyId": null,
      "title": "Zinnia发现域名的当前访问缺项",
      "url": "https://www.getzinnia.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问核查",
      "summary": "从发现链接访问getzinnia.ai，本次重定向getzinnia.com后无法读取正文。",
      "limitation": "不以搜索摘录或其他同名Zinnia公司填补成立年、团队或收入；当前无法核实该域名的主体连续性。"
    },
    {
      "id": "TC25-PRIMARY-06",
      "companyId": null,
      "title": "AI Seer：发现域名原始资料读取",
      "url": "https://aiseer.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网仅返回页面标题，正文未可读；另查公司公开主页补年份。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-07",
      "companyId": null,
      "title": "Atlantix Portal：发现域名原始资料读取",
      "url": "https://www.atlantix.cc/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网提供技术发现与商业计划平台；成立年、AI主营及运营者待核，不与atlantix.io、Atlantix Global或同名媒体业务混用。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-08",
      "companyId": null,
      "title": "Blok（现域名转Seldon）：发现域名原始资料读取",
      "url": "https://www.joinblok.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "原域名重定向seldon.com，当前官网描述行为建模和产品测试；主体及品牌沿革待核，不按跳转新增公司或继承业绩。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-09",
      "companyId": null,
      "title": "Breakout：发现域名原始资料读取",
      "url": "https://www.getbreakout.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "发现域名本次不可访问；主营、成立年及运营者待原始材料补证，不与其他同名产品混用。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-10",
      "companyId": null,
      "title": "CODA：发现域名原始资料读取",
      "url": "https://www.codasign.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网本次没有可读正文；成立年、主体和主营原始说明待补，不与Coda文档或YC Codag混用。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-11",
      "companyId": null,
      "title": "Collabwriting（现域名转Cluing）：发现域名原始资料读取",
      "url": "https://collabwriting.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "原域名转Cluing，当前官网描述托管Agent与知识工作；更名、主体连续性及成立年待核，演示模板数字不当收入。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-12",
      "companyId": null,
      "title": "Dextego：发现域名原始资料读取",
      "url": "https://dextego.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网描述实时销售辅导；营销效果、客户业绩和高管履历不作Dextego收入，成立年另据公司主页核对。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-13",
      "companyId": null,
      "title": "Elloe AI：发现域名原始资料读取",
      "url": "https://elloe.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "发现官网本次不可访问；主营、成立年与主体待补证，不以报道或参赛年份代填。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-14",
      "companyId": null,
      "title": "Elroi：发现域名原始资料读取",
      "url": "https://www.elroi.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网描述面向AI企业的用户同意数据与上下文基础设施；成立年及主体待核，路线图、合规标识和API示例不当已实现交付或收入。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-15",
      "companyId": null,
      "title": "Etiq AI：发现域名原始资料读取",
      "url": "https://etiq.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网描述企业AI能力培训与工作结果验证；成立年另据公司主页核对，页面示例数字不当收入或独立性能测试。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-16",
      "companyId": null,
      "title": "GRAVL：发现域名原始资料读取",
      "url": "https://www.gravl.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网描述科研设施服务目录、订单及支付管理；AI主营与成立年待核，实验室增收或设备利用率不当GRAVL收入。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-17",
      "companyId": null,
      "title": "JustAI：发现域名原始资料读取",
      "url": "https://justwords.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "域名转getjust.ai，官网描述生命周期营销与个性化Agent；法律主体、成立年及品牌沿革待核，不继承其他同名公司业绩。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-18",
      "companyId": null,
      "title": "KrosAI：发现域名原始资料读取",
      "url": "https://krosai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网描述AI Agent接入电话网络的API、号码与路由基础设施；成立年待核，支持市场数和客户标识不当收入。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-19",
      "companyId": null,
      "title": "Libertify / Docustream：发现域名原始资料读取",
      "url": "https://docustream.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "发现官网返回503；品牌关系、成立年、主营及收入归属待原始资料补证。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-20",
      "companyId": null,
      "title": "Maisa：发现域名原始资料读取",
      "url": "https://maisa.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网描述受监管企业流程的数字员工与可追溯执行；成立年及收费待核，客户合作不自动代表特定合同收入。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-21",
      "companyId": null,
      "title": "Mappa：发现域名原始资料读取",
      "url": "https://mappa.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网描述招聘匹配、语音信号与用工支持；成立年及主体待核，员工留存、候选人薪资或客户节省金额不作平台收入。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-22",
      "companyId": null,
      "title": "mAy-I：发现域名原始资料读取",
      "url": "https://en.may-i.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网描述线下门店访客视觉分析，另查官网历史记录判断既有业务；版权年不作成立年。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-23",
      "companyId": null,
      "title": "Mendo：发现域名原始资料读取",
      "url": "https://mendo.cloud/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网描述在办公工具中推动企业生成式AI采用及治理；成立年待核，用户采用与客户效果不作收入。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-24",
      "companyId": null,
      "title": "Nimblemind：发现域名原始资料读取",
      "url": "https://nimblemind.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网描述临床数据结构化、标注与管理；成立年待核，厂商临床试点准确率不当独立评测或公司收入。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-25",
      "companyId": null,
      "title": "Plurall AI：发现域名原始资料读取",
      "url": "https://www.plurall.info/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网描述多模态深伪检测并关联plurall.ai；成立年及主体待核，页面演示分数与行业损失数字不作自身收入或独立测试。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-26",
      "companyId": null,
      "title": "PRVIEW：发现域名原始资料读取",
      "url": "https://www.prview.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网本次不可访问；主营、主体和成立年待补，不以类似名称产品代填。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-27",
      "companyId": null,
      "title": "Rayda：发现域名原始资料读取",
      "url": "https://www.rayda.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网本次不可访问；AI主营、主体和成立年待补，不能把客户设备采购额当收入。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-28",
      "companyId": null,
      "title": "Sponstar：发现域名原始资料读取",
      "url": "https://sponstar.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网描述品牌与活动赞助匹配及城市互动任务；AI主营、成立年待核，活动观众和赞助机会不作公司ARR。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-29",
      "companyId": null,
      "title": "Unthread：发现域名原始资料读取",
      "url": "https://unthread.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网描述Slack、Teams等渠道的工单、知识及服务流程；成立年待核，客户标识和工单量不当收入。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-30",
      "companyId": null,
      "title": "Visualsyn：发现域名原始资料读取",
      "url": "https://visualsyn.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网仅返回标题、没有可读正文；AI主营、成立年与主体待补证。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-31",
      "companyId": null,
      "title": "WeShop AI：发现域名原始资料读取",
      "url": "https://www.weshop.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网提供电商图片与视频生成，并称由MOGU支持；产品、集团及法人成立年需区分，MOGU历史收入不转作WeShop AI收入。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-PRIMARY-32",
      "companyId": null,
      "title": "ZETIC.ai：发现域名原始资料读取",
      "url": "https://zetic.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网材料与访问核查",
      "summary": "官网描述设备端硬件推理优化；成立年待核，厂商录制演示和不同硬件的加速倍数不当独立统一能力排名。",
      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
    },
    {
      "id": "TC25-SEER-PROFILE",
      "companyId": null,
      "title": "AI Seer：既有业务年份依据",
      "url": "https://www.linkedin.com/company/aiseer",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页与官方历史材料",
      "summary": "公司公开主页列Founded 2019，并链接aiseer.co。",
      "limitation": "2019为公司自述，不是注册核验；官网本次空白由公司主页补年份，不把客户或检测宣传当收入。"
    },
    {
      "id": "TC25-DEXTEGO-PROFILE",
      "companyId": null,
      "title": "Dextego：既有业务年份依据",
      "url": "https://www.linkedin.com/company/dextego",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页与官方历史材料",
      "summary": "公司公开主页列Founded 2023，并链接dextego.com。",
      "limitation": "公司自述年份非注册证明；销售辅导效果、客户收入和高管过往业绩不当自身ARR。"
    },
    {
      "id": "TC25-ETIQ-PROFILE",
      "companyId": null,
      "title": "Etiq AI：既有业务年份依据",
      "url": "https://uk.linkedin.com/company/etiq",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页与官方历史材料",
      "summary": "公司公开主页列Founded 2019，官网为etiq.ai。",
      "limitation": "不与同名标签印刷或西班牙投诉软件企业混用；公司自述非独立注册核验。"
    },
    {
      "id": "TC25-MAYI-HISTORY",
      "companyId": null,
      "title": "mAy-I：既有业务年份依据",
      "url": "https://may-i.io/company",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页与官方历史材料",
      "summary": "官网公司页关联线下访客分析产品，并列2024年6月及2023年的业务新闻记录。",
      "limitation": "早于2025的业务历史用于排除新公司候选，页面日期与版权年均不当精确成立年；未读取所链接的媒体正文。"
    },
    {
      "id": "TC25-MAISA-YEAR",
      "companyId": null,
      "title": "Maisa：成立或早期业务核查",
      "url": "https://www.linkedin.com/company/maisa-agentic-process-automation/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "主页列Founded 2024并链接maisa.ai，与数字员工业务相符。",
      "limitation": "不与Maisa Solutions或同名房地产、零售企业混用；厂商成本降低宣传不当独立评测或收入。"
    },
    {
      "id": "TC25-ZETIC-YEAR",
      "companyId": null,
      "title": "ZETIC.ai：成立或早期业务核查",
      "url": "https://www.linkedin.com/company/zetic-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "主页列Founded 2024并链接zetic.ai，描述设备端AI部署。",
      "limitation": "不与zetic.be或其他同名咨询企业混用；模型速度、设备数量及厂商演示不当公司收入。"
    },
    {
      "id": "TC25-UNTHREAD-YEAR",
      "companyId": null,
      "title": "Unthread：成立或早期业务核查",
      "url": "https://www.ycombinator.com/companies/unthread",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司资料",
      "summary": "YC页面列Founded 2021、S22，并关联unthread.io和Slack支持流程。",
      "limitation": "成立年为YC公司自述，精确注册未独立核验；批次与成立年分别保留，不把2025参赛年当成立年。"
    },
    {
      "id": "TC25-MAPPA-YEAR",
      "companyId": null,
      "title": "Mappa：成立或早期业务核查",
      "url": "https://www.linkedin.com/company/mappa-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公司主页列Founded 2023，域名mappa.ai与招聘匹配业务一致。",
      "limitation": "不与日本同名动画公司混用；语音信号、招聘对象薪资和留存宣传不当收入。"
    },
    {
      "id": "TC25-MENDO-YEAR",
      "companyId": null,
      "title": "Mendo：成立或早期业务核查",
      "url": "https://www.linkedin.com/company/mendo-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公开公司主页列Founded 2021并链接mendo.cloud。",
      "limitation": "成立年非独立注册核验；客户员工参与、AI采用率与客户效果不作公司ARR。"
    },
    {
      "id": "TC25-KROSAI-YEAR",
      "companyId": null,
      "title": "KrosAI：成立或早期业务核查",
      "url": "https://www.linkedin.com/company/krosaihq",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公司主页链接krosai.com，列Founded 2022及前品牌MoosbuOS。",
      "limitation": "品牌更名不新增公司；不与保加利亚同名宗教用品企业混用，电话号码、通话量和支持市场数不作收入。"
    },
    {
      "id": "TC25-PLURALL-YEAR",
      "companyId": null,
      "title": "Plurall AI：成立或早期业务核查",
      "url": "https://www.linkedin.com/company/plurall-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公开主页列Founded 2024，链接plurall.ai，描述B2B反欺诈与深伪检测。",
      "limitation": "原官网plurall.info亦链接plurall.ai；准确率与测试演示未独立验证，不作公司收入。"
    },
    {
      "id": "TC25-RAYDA-YEAR",
      "companyId": null,
      "title": "Rayda：成立或早期业务核查",
      "url": "https://rayda.co/press",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方问答",
      "summary": "官网问答自述2022成立、2024转向全球IT设备生命周期业务。",
      "limitation": "转型不当新成立；页面自述盈利、设备采购额、创始人54gene历史和客户收益不当Rayda的已核ARR。"
    },
    {
      "id": "TC25-WESHOP-YEAR",
      "companyId": null,
      "title": "WeShop AI：成立或早期业务核查",
      "url": "https://hk.linkedin.com/company/weshopglobal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "主页列Founded 2023并链接weshop.ai，与电商图片和视频业务一致。",
      "limitation": "产品品牌、集团支持与独立法人成立仍须区分；商户数及MOGU历史收入不转作WeShop收入。"
    },
    {
      "id": "TC25-VISUALSYN-HISTORY",
      "companyId": null,
      "title": "Visualsyn：成立或早期业务核查",
      "url": "https://ces.vporoom.com/2024-11-25-Visualsyns-Glinda-AIMI-Recognized-with-CES-Innovation-Award-2025",
      "publishedAt": "2024-11-25",
      "accessedAt": "2026-10-30",
      "kind": "公司原始新闻稿",
      "summary": "2024-11-25公司稿链接visualsyn.com，介绍Glinda AIMI，About段自述2020创立。",
      "limitation": "2025奖项或参赛不等成立年；公司稿和计划发布不当独立性能测试、商业交付或已确认收入。"
    },
    {
      "id": "TC25-LIBERTIFY-HISTORY",
      "companyId": null,
      "title": "Libertify / Docustream：成立或早期业务核查",
      "url": "https://www.mfcci.com/publications/news/n/news/libertify.html",
      "publishedAt": "2024-05-04",
      "accessedAt": "2026-10-30",
      "kind": "行业商会原始成员介绍",
      "summary": "2024-05-04商会成员介绍已描述Libertify文档转视频业务并链接libertify.com。",
      "limitation": "用于证明原Libertify业务早于2025，不从成员日期推注册年；法国/香港主体与Docustream品牌边界仍待核。创始人Pixmania旧业务收入排除。"
    },
    {
      "id": "TC25-BLOK-YEAR",
      "companyId": null,
      "title": "Blok（现域名转Seldon）：成立或早期业务核查",
      "url": "https://jobs.correlationvc.com/companies/blok-2-9ceb8196-c799-4b6d-bf04-6e656687e038",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构公司名录",
      "summary": "Correlation Ventures招聘名录列Blok founded in 2024，并链接joinblok.co。",
      "limitation": "投资机构名录不是独立工商登记；原Blok候选归既有业务，但当前域名转Seldon的法律连续性及品牌成立日仍留缺。"
    },
    {
      "id": "TC25-ELROI-YEAR",
      "companyId": null,
      "title": "Elroi：成立或早期业务核查",
      "url": "https://www.linkedin.com/company/elroitechnologies",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公开主页列Founded 2017并链接elroi.ai，描述数据和同意管理业务。",
      "limitation": "公司自述非注册证明；合规标识、数据量及用户分成不作公司收入。"
    },
    {
      "id": "TC25-BREAKOUT-HISTORY",
      "companyId": null,
      "title": "Breakout：成立或早期业务核查",
      "url": "https://getbreakout.ai/terms-of-use",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方历史条款",
      "summary": "当前官方服务条款自述生效于2024-10-26，列Meaku, Inc. d/b/a Breakout及getbreakout.ai。",
      "limitation": "早期同品牌服务声明作为既有业务依据；政策日期不当精确注册年。客户销售管线、同名企业或创始人旧公司业绩不转为Breakout收入。"
    },
    {
      "id": "TC25-LIBERTIFY-HOME",
      "companyId": null,
      "title": "Libertify / Docustream：原始资料补查与缺项",
      "url": "https://www.libertify.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "当前官网描述将文档转为视频、摘要、互动问答与学习体验。",
      "limitation": "与2024商会介绍的域名和业务方向关联；Docustream直达503仍记录为未读，不把模拟ROI、页面演示或客户标识作收入。"
    },
    {
      "id": "TC25-PRVIEW-HOME",
      "companyId": null,
      "title": "PRVIEW：原始资料补查与缺项",
      "url": "https://prview.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "不带www的官网可读，描述为公关团队管理奖项及演讲机会、截止日与任务。",
      "limitation": "成立年与法律主体仍未补齐；Founded by PR Pros是创始人描述，不包含年份，不用客户奖项或曝光量推收入。"
    },
    {
      "id": "TC25-NIMBLE-ABOUT",
      "companyId": null,
      "title": "Nimblemind：原始资料补查与缺项",
      "url": "https://www.nimblemind.ai/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网关联临床数据业务与创始人Pi Zonooz、Navin Kumar，但未取得明确成立年份。",
      "limitation": "研究经费、过往患者覆盖与创始人履历不作Nimblemind收入。"
    },
    {
      "id": "TC25-NIMBLE-DIRECTORY",
      "companyId": null,
      "title": "Nimblemind：原始资料补查与缺项",
      "url": "https://www.cbinsights.com/company/nimblemind",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方公开目录",
      "summary": "公开名录列nimblemind.ai临床数据业务成立于2024。",
      "limitation": "仅作为年份补查线索；尚未取得本轮原始成立或同一法律主体材料，保持待核，不转为收入数字。"
    },
    {
      "id": "TC25-COLLAB-PROFILE-ACCESS",
      "companyId": null,
      "title": "Collabwriting（现域名转Cluing）：原始资料补查与缺项",
      "url": "https://www.linkedin.com/company/collabwriting/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司主页访问核查",
      "summary": "直接读取公开主页受到robots限制，未取得本轮正文。",
      "limitation": "旧域名转Cluing不是充分法律连续性证据；不将第三方历史年份、品牌更名或旧业务业绩自动填入新主体。"
    },
    {
      "id": "TC25-ATLANTIX-ARCHIVE-ACCESS",
      "companyId": null,
      "title": "Atlantix Portal：原始资料补查与缺项",
      "url": "https://platform.atlantix.cc/assets/files/copyright.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "官方文档检索与访问线索",
      "summary": "搜索返回早期版权政策线索，但直达PDF本次不可读取。",
      "limitation": "不记为已读全文；不把检索日期或文件名解释为法人成立日，继续核同一atlantix.cc运营主体。"
    },
    {
      "id": "TC25-GRAVL-YEAR",
      "companyId": null,
      "title": "GRAVL：成立或早期业务补核",
      "url": "https://jobs.techstars.com/companies/gravl",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构公司名录",
      "summary": "Techstars投资组合招聘页链接gravl.io，列founded in 2023，描述高校科研产品和服务平台。",
      "limitation": "名录年份非独立工商核验；高校预算缺口、研究经费和客户销售额均不作GRAVL收入。"
    },
    {
      "id": "TC25-CODA-YEAR",
      "companyId": null,
      "title": "CODA：成立或早期业务补核",
      "url": "https://www.linkedin.com/company/codasign-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公司公开主页列Founded 2023，关联codasign.ai、手语AI头像和Shani Bibi、Yosef Admoni。",
      "limitation": "与同名文档、零售和代码公司分开；无精确注册证明，手语翻译演示不当独立性能或收入核验。"
    },
    {
      "id": "TC25-PRVIEW-YEAR",
      "companyId": null,
      "title": "PRVIEW：成立或早期业务补核",
      "url": "https://www.linkedin.com/company/prviewpr",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公司公开主页列Founded 2024并链接prview.ai；动态称2025在Disrupt发布，并提到由Amplfi更名。",
      "limitation": "公司自述非注册核验；发布与更名不当新成立，奖项数量、客户公关效果和曝光不作公司收入。"
    },
    {
      "id": "TC25-ELLOE-HISTORY",
      "companyId": null,
      "title": "Elloe AI：成立或早期业务补核",
      "url": "https://medium.com/@elloe.ai/elloe-an-ai-powered-conversational-commerce-startup-exceeds-1m-target-and-closes-7-figure-be7bfdfd3ce3?responsesOpen=true&sortBy=REVERSE_CHRON",
      "publishedAt": "2022-04-14",
      "accessedAt": "2026-10-30",
      "kind": "公司原始公告公开检索内容",
      "summary": "Elloe AI署名的2022-04-14公告公开检索内容关联Elloe.ai及Owen Sakawa，表明同品牌业务已早于2025。",
      "limitation": "直达正文不可读，本轮仅读取公开检索返回内容，不声称全文核对；不从融资公告推精确注册年。后续业务转型、融资和创始人旧业绩均不作新增公司或ARR。"
    },
    {
      "id": "TC25-CASHEW-YEAR",
      "companyId": null,
      "title": "Cashew Research：成立或早期业务补核",
      "url": "https://www.linkedin.com/company/cashewmarketresearch/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公司公开主页列Founded 2018，链接cashewresearch.com，关联Calgary市场研究业务及Addy Graves。",
      "limitation": "公司自述非工商注册核验；与Cashew Labs分开，融资金额、受访人数和客户信心分数不作公司收入。"
    },
    {
      "id": "TC25-NIMBLE-YEAR",
      "companyId": null,
      "title": "Nimblemind：成立或早期业务补核",
      "url": "https://www.linkedin.com/company/nimblemindai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公司公开主页列Founded 2024，链接nimblemind.ai，关联Pi Zonooz及临床数据整理业务。",
      "limitation": "年份为公司自述，非精确注册核验；与同名培训企业分开，患者覆盖、研究经费、客户效果和第三方推算均不作ARR。"
    },
    {
      "id": "TC25-SPONSTAR-PROFILE",
      "companyId": null,
      "title": "Sponstar：年份冲突核查",
      "url": "https://www.linkedin.com/company/sponstar",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公司主页链接sponstar.io，列Founded 2024，描述区块链赞助及活动互动。",
      "limitation": "与加速器公告2025年2月的成立声明冲突；公开主营未充分证明AI核心业务，不直接纳入新AI公司。"
    },
    {
      "id": "TC25-SPONSTAR-ACCELERATOR",
      "companyId": null,
      "title": "Sponstar：年份冲突核查",
      "url": "https://www.einnews.com/pr_news/887287913/what-a-difference-a-year-makes-international-house-pitch-winner-sponstar-returns-as-official-map-platform-of-sxsw-2026",
      "publishedAt": "2026-02-02",
      "accessedAt": "2026-10-30",
      "kind": "加速器原始公告",
      "summary": "International Accelerator署名公告自述Sponstar于2025年2月成立、2025年3月公开发布，关联Manuela Seve。",
      "limitation": "页面发布时间2026-02-02，文内电头2026-02-01；与公司主页2024成立冲突，成立、发布、品牌与法律主体分开待核。赞助额、代币、客户ROI和融资不当ARR。"
    },
    {
      "id": "TC25-JUSTAI-YC",
      "companyId": null,
      "title": "JustAI：早期业务与主体补核",
      "url": "https://www.ycombinator.com/companies/justai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司资料",
      "summary": "YC公司页列Founded 2024、Winter 2024，链接getjust.ai；同页2024新闻仍使用Just Words名称。",
      "limitation": "YC资料为公司自述，非工商核验；与justwords.in营销代理及语言学习App分开，创始人旧业务、客户收入及营销提升不作JustAI收入。"
    },
    {
      "id": "TC25-ZINNIA-HEARST",
      "companyId": null,
      "title": "Zinnia（getzinnia.ai线索）：早期业务与主体补核",
      "url": "https://www.hearstlab.com/blog/ceo-jennifer-ryan-of-croux-and-ceo-lauren-goodell-of-zinnia-both-win-100k-investment-onstage-during-pitch-hearstlab-atlanta-event",
      "publishedAt": "2024-11-12",
      "accessedAt": "2026-10-30",
      "kind": "投资机构原始公告",
      "summary": "HearstLab于2024-11-12公告已介绍Lauren Goodell创办的Zinnia销售AI业务，并链接getzinnia.com。",
      "limitation": "证明同创始人销售业务早于2025，不推精确注册年。旧getzinnia.ai重定向正文仍不可读，法律连续性留缺；投资奖金、市场规模及客户销售额不作ARR。"
    },
    {
      "id": "TC25-COLLAB-INTERVIEW",
      "companyId": null,
      "title": "Collabwriting（现域名转Cluing）：早期业务与主体补核",
      "url": "https://www.howtoweb.co/collabwritings-co-founder-on-winning-spotlight-and-building-a-collaborative-research-powerhouse/",
      "publishedAt": "2024-06-06",
      "accessedAt": "2026-10-30",
      "kind": "竞赛主办方创始人访谈",
      "summary": "How to Web于2024-06-06发布Collabwriting联合创始人Sandra Idjoski访谈，回顾2023参赛及现有协作研究产品。",
      "limitation": "原Collabwriting业务早于2025；不以访谈日期推精确注册年，现Cluing品牌与法律主体连续性继续留缺，投资和补助不作收入。"
    },
    {
      "id": "TC25-COLLAB-2023-EVENT",
      "companyId": null,
      "title": "Collabwriting（现域名转Cluing）：早期业务与主体补核",
      "url": "https://www.howtoweb.co/40-of-the-most-promising-startups-from-eastern-europe-compete-for-the-e880000-investment-prize-on-the-how-to-web-stage/",
      "publishedAt": "2023-09-20",
      "accessedAt": "2026-10-30",
      "kind": "竞赛主办方原始名单",
      "summary": "How to Web官方2023候选页列出Collabwriting，构成早期业务的补充证据。",
      "limitation": "页首发表日期2023-09-20，文内电头2023-08-23；均为活动材料日期，不作成立日或当前Cluing主体证明。未将其他2023名单条目加入两年新公司表。"
    },
    {
      "id": "TC25-ATLANTIX-POLICY",
      "companyId": null,
      "title": "Atlantix Portal：早期业务与主体补核",
      "url": "https://platform.atlantix.cc/assets/files/copyright.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方版权政策",
      "summary": "本轮通过官方普通链接取得PDF并渲染核对第1页：政策自述更新于2024-08-29，列ATLANTIX PORTAL L.L.C、Dubai及copyright@atlantix.cc。",
      "limitation": "此前直达读取失败记录保留；本轮不声称核对PDF其他页。政策自述日期非独立历史快照或注册证明，需结合产品早期发布记录；不按版权年份或域名注册日推成立日。"
    },
    {
      "id": "TC25-ATLANTIX-PH2024",
      "companyId": null,
      "title": "Atlantix Portal：早期业务与主体补核",
      "url": "https://www.producthunt.com/products/atlantix?launch=atlantix",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "产品发布平台原始记录",
      "summary": "Product Hunt公开产品页关联atlantix.cc创新商业化平台，列2024上线及2024年9月的周榜记录。",
      "limitation": "只证明同域名产品2025以前已有发布；结合官方同主体政策归既有业务，不从上线推精确公司成立年，票数和名次不作收入。"
    },
    {
      "id": "TC25-ATLANTIX-ENTITY",
      "companyId": null,
      "title": "Atlantix Portal：早期业务与主体补核",
      "url": "https://www.atlantix.cc/mvp/terms-of-use",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方政策",
      "summary": "官网名为Terms of Use的页面正文实为隐私政策，列ATLANTIX PORTAL L.L.C并关联platform.atlantix.cc。",
      "limitation": "只用于当前运营主体与域名关联，不把标题当成合同性质确认，不推历史注册或收入；政策文本准确性和主体登记仍未独立核验。"
    },
    {
      "id": "TC-AI-P3",
      "companyId": null,
      "title": "TC-AI-P3：来源与核查范围",
      "url": "https://techcrunch.com/category/artificial-intelligence/page/3/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体栏目发现页",
      "summary": "读取AI栏目第3页的发现链接。",
      "limitation": "动态分页会变化；不是两年全部文章覆盖，不复刻文章或标题清单。"
    },
    {
      "id": "TC-AI-P4",
      "companyId": null,
      "title": "TC-AI-P4：来源与核查范围",
      "url": "https://techcrunch.com/category/artificial-intelligence/page/4/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体栏目发现页",
      "summary": "读取AI栏目第4页的发现链接。",
      "limitation": "仅登记本轮五项定向线索，不声称所有卡片均已完成成立、技术或财务核验。"
    },
    {
      "id": "TC26-NIRVA",
      "companyId": "AI080",
      "title": "TC26-NIRVA：来源与核查范围",
      "url": "https://techcrunch.com/2026/10/22/nirva-raises-33m-for-a-pendant-that-only-listens-to-you/",
      "publishedAt": "2026-10-22",
      "accessedAt": "2026-10-30",
      "kind": "媒体公司发现线索",
      "summary": "登记NIRVA报道链接；主营与入表年份另追原始材料。",
      "limitation": "仅作发现入口；不导入融资、估值、转述性能或未核收入。"
    },
    {
      "id": "TC26-RECURSIVE",
      "companyId": "AI081",
      "title": "TC26-RECURSIVE：来源与核查范围",
      "url": "https://techcrunch.com/2026/10/21/recursive-launches-flint-a-laptop-coding-model-it-says-was-largely-built-by-AI/",
      "publishedAt": "2026-10-21",
      "accessedAt": "2026-10-30",
      "kind": "媒体公司发现线索",
      "summary": "登记RECURSIVE报道链接；主营与入表年份另追原始材料。",
      "limitation": "仅作发现入口；不导入融资、估值、转述性能或未核收入。"
    },
    {
      "id": "TC26-ELORIAN",
      "companyId": "AI082",
      "title": "TC26-ELORIAN：来源与核查范围",
      "url": "https://techcrunch.com/2026/10/16/elorians-first-ai-model-wants-to-reason-with-images-not-just-about-them/",
      "publishedAt": "2026-10-16",
      "accessedAt": "2026-10-30",
      "kind": "媒体公司发现线索",
      "summary": "登记ELORIAN报道链接；主营与入表年份另追原始材料。",
      "limitation": "仅作发现入口；不导入融资、估值、转述性能或未核收入。"
    },
    {
      "id": "TC26-LAPLACE",
      "companyId": null,
      "title": "TC26-LAPLACE：来源与核查范围",
      "url": "https://techcrunch.com/2026/10/19/laplace-intelligence-red-teams-robots-and-self-driving-cars-before-they-hit-the-real-world/",
      "publishedAt": "2026-10-19",
      "accessedAt": "2026-10-30",
      "kind": "媒体公司发现线索",
      "summary": "登记LAPLACE报道链接；主营与入表年份另追原始材料。",
      "limitation": "仅作发现入口；不导入融资、估值、转述性能或未核收入。"
    },
    {
      "id": "TC26-EKA",
      "companyId": null,
      "title": "TC26-EKA：来源与核查范围",
      "url": "https://techcrunch.com/2026/10/20/eka-is-worth-1-45-billion-thanks-to-a-physical-ai-model-that-has-experts-raving/",
      "publishedAt": "2026-10-20",
      "accessedAt": "2026-10-30",
      "kind": "媒体公司发现线索",
      "summary": "登记EKA报道链接；主营与入表年份另追原始材料。",
      "limitation": "仅作发现入口；不导入融资、估值、转述性能或未核收入。"
    },
    {
      "id": "NIRVA-LSVP",
      "companyId": "AI080",
      "title": "NIRVA-LSVP：来源与核查范围",
      "url": "https://lsvp.com/company/nirva/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构官方公司名录",
      "summary": "Lightspeed名录列Founded 2025及Wei Lyu、Jason Chen、Hanying Hu，并描述个人可穿戴日记与陪伴。",
      "limitation": "名录非独立注册核验；投资年份2026与成立2025分别保留，投资额不作收入。"
    },
    {
      "id": "NIRVA-HOME",
      "companyId": "AI080",
      "title": "NIRVA-HOME：来源与核查范围",
      "url": "https://www.nirva.life/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品资料",
      "summary": "官网描述首饰形态可穿戴、自动日记与情绪洞察，当前公开入口为预订信息邮件名单；页脚nirva labs。",
      "limitation": "未购买或测试设备、声源识别、隐私或情绪判断；等待名单、计划出货和厂商演示不等实际销售或经常性收入。"
    },
    {
      "id": "RECURSIVE-PROFILE",
      "companyId": "AI081",
      "title": "RECURSIVE-PROFILE：来源与核查范围",
      "url": "https://www.linkedin.com/company/recursive-si/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公司主页链接recursive.com，列Founded 2026及San Francisco，自述研究自改进AI。",
      "limitation": "媒体称2025，原始主页称2026，精确年份仍存在冲突；当前year采用公司主页声明并显式留缺。11—50范围及关联档案数不是完整员工人数，融资不是收入。"
    },
    {
      "id": "RECURSIVE-FLINT",
      "companyId": "AI081",
      "title": "RECURSIVE-FLINT：来源与核查范围",
      "url": "https://recursive.com/updates/introducing-recursive-flint",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方模型发布",
      "summary": "官方发布介绍Flint和Eureka Machine，并链接模型权重与推理工具。",
      "limitation": "自动研发程度、性能领先和推理速度为厂商声明；不将本轮阅读当独立复现，不新增数值性能或收入观测。"
    },
    {
      "id": "RECURSIVE-HF",
      "companyId": "AI081",
      "title": "RECURSIVE-HF：来源与核查范围",
      "url": "https://huggingface.co/RecursiveSI/flint",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "官方模型仓库材料",
      "summary": "官方链接模型卡可读，标注Apache-2.0并列模型文件；许可说明区分托管API条款与权重许可。",
      "limitation": "只读模型卡、未下载权重或运行模型；下载量不作用户、收入或能力排名。具体权重与运行环境需要单独评测。"
    },
    {
      "id": "RECURSIVE-CODE",
      "companyId": "AI081",
      "title": "RECURSIVE-CODE：来源与核查范围",
      "url": "https://github.com/recursive-oss/rec",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方公开代码仓库",
      "summary": "官方发布链接rec推理引擎仓库，README和Apache-2.0标识可读。",
      "limitation": "本轮未安装、编译或运行；README性能图不是第三方测试，仓库星数和许可不证明商业合同或ARR。"
    },
    {
      "id": "RECURSIVE-GV",
      "companyId": "AI081",
      "title": "RECURSIVE-GV：来源与核查范围",
      "url": "https://www.gv.com/news/recursive-superintelligence-self-improving-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构官方介绍",
      "summary": "GV介绍Richard Socher团队和自改进研发方向，与recursive.com公开业务对应。",
      "limitation": "投资机构与公司利益相关；融资和估值不作收入，团队目标、创始人旧工作及论文不当现有可验证公司性能。"
    },
    {
      "id": "ELORIAN-PROFILE",
      "companyId": "AI082",
      "title": "ELORIAN-PROFILE：来源与核查范围",
      "url": "https://www.linkedin.com/company/elorian-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公司主页链接elorian.ai，列Founded 2025、Palo Alto和多模态模型业务。",
      "limitation": "成立字段为公司自述非注册核验；11—50区间与关联档案数不转成精确人数。融资与创始人Google历史不作收入或独立能力测试。"
    },
    {
      "id": "ELORIAN-MODELS",
      "companyId": "AI082",
      "title": "ELORIAN-MODELS：来源与核查范围",
      "url": "https://elorian.ai/models",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方模型与交付页",
      "summary": "官网提供Glimpse模型入口，描述面向企业的批量访问、自有数据评估、部署和采购支持。",
      "limitation": "官方演示不是独立评测；本轮未登录或付费测试，未取得可核统一API价、合同或收入。"
    },
    {
      "id": "ELORIAN-SUPPORT",
      "companyId": "AI082",
      "title": "ELORIAN-SUPPORT：来源与核查范围",
      "url": "https://elorian.ai/support",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方支持资料",
      "summary": "支持页列Elorian AI, Inc.、Palo Alto，并说明API、聊天入口及企业联系渠道。",
      "limitation": "用于主体与交付方式关联，不是工商核验；政策更新日不作成立日，企业入口不代表已有付费合同。"
    },
    {
      "id": "LAPLACE-HOME-ACCESS",
      "companyId": null,
      "title": "LAPLACE-HOME-ACCESS：来源与核查范围",
      "url": "https://www.laplaceintelligence.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网读取核查",
      "summary": "官网本轮工具返回零行正文，未取得可核成立或主体材料。",
      "limitation": "不把成功响应或页面标题当已读正文；成立年、合同经常性和收入数值继续待核。"
    },
    {
      "id": "LAPLACE-DR",
      "companyId": null,
      "title": "LAPLACE-DR：来源与核查范围",
      "url": "https://app.dealroom.co/companies/laplace_intelligence",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方公开目录",
      "summary": "公开档案关联laplaceintelligence.com，描述自主系统仿真测试；本轮可读页未取得成立年份字段。",
      "limitation": "目录SaaS/subscription标签不作实际合同类型或ARR证据，保持候选待核，不与同名平台混用。"
    },
    {
      "id": "EKA-HOME",
      "companyId": null,
      "title": "EKA-HOME：来源与核查范围",
      "url": "https://ekarobotics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品资料",
      "summary": "官网描述Vision-Force-Action机器人模型，页脚EKA Robotics, Inc.。",
      "limitation": "未取得明确成立字段；演示、团队学校履历与安全宣传不当独立测试、商业交付或收入。"
    },
    {
      "id": "EKA-MIT-CV-ACCESS",
      "companyId": null,
      "title": "EKA-MIT-CV-ACCESS：来源与核查范围",
      "url": "https://people.csail.mit.edu/pulkitag/data/pulkit_CV_current.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "创始人官方履历访问核查",
      "summary": "MIT个人主页链接此CV，但web读取失败，普通HTTP读取亦返回TLS错误。",
      "limitation": "未读PDF正文，不将第三方引用的2024或2025年份当已核原始成立证据，继续待核。"
    },
    {
      "id": "NIRVA-PROFILE",
      "companyId": "AI080",
      "title": "Nirva：创始人公开团队及计划发售声明",
      "url": "https://www.linkedin.com/company/nirvalab",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页与创始人自述",
      "summary": "公司主页关联nirva.life及San Francisco；转发创始人Wei Lyu称团队20人，并描述计划冬季开售、约$249及年内出货。",
      "limitation": "读取时仅有相对日期，不推精确发帖日期。团队为创始人自述而非审核员工数；售价和出货为计划，不作当前销售或收入。Public Company标签与投资名录Private不同，不能据此判上市；等待名单和融资不作客户数或ARR。"
    },
    {
      "id": "MODEL-CAT-YC30303",
      "companyId": "YC30303",
      "title": "AfterQuery：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/afterquery",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "为前沿模型研发整理和提供训练数据解决方案。 提供训练数据，不因客户是基础模型实验室而归成模型研发公司。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。未核数据许可、专家劳务、项目与持续数据服务的收入拆分。"
    },
    {
      "id": "MODEL-CAT-YC30455",
      "companyId": "YC30455",
      "title": "Paper Instruments：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/paper-instruments",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "对大语言模型做后训练，以支持知识工作。 当前简介明确后训练模型，保留C01；旧发布中评估工作台是业务沿革，不能当另一个新公司。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。模型、评估工具及历史产品的收费边界仍待核。"
    },
    {
      "id": "MODEL-CAT-YC30469",
      "companyId": "YC30469",
      "title": "HABIT：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/habit",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "研发用于加速世界模型研究的自主研究Agent。 交付描述是研究Agent而非直接模型权重，按研发运行工具暂归C03，具体产品边界仍待补证。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。简介较短，实际交付、API与商业模式未知，不据机器人标签推实体部署。"
    },
    {
      "id": "MODEL-CAT-YC30510",
      "companyId": "YC30510",
      "title": "Cactus Compute：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/cactus-compute",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "面向手机、可穿戴及小型设备研发模型，并提供端侧推理工具。 当前描述及近期发布强调小型设备模型，保留C01；早期推理引擎属于配套交付，商业边界仍需拆分。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。模型体积、延迟、隐私及离线能力未独立测试，未核设备出货或许可收入。"
    },
    {
      "id": "MODEL-CAT-YC30723",
      "companyId": "YC30723",
      "title": "Miso Labs：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/miso-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "研发带情感表达能力的语音生成模型。 核心交付是语音基础模型，保留C01；情绪表达目标不等已通过图灵测试。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。只读YC自述，未核仓库权重、API可用性、延迟或第三方评测。"
    },
    {
      "id": "MODEL-CAT-YC30895",
      "companyId": "YC30895",
      "title": "Allus AI：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/allus-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "研发面向制造场景的视觉基础模型。 当前长简介强调模型研发，保留C01；销售模型还是完整工业应用仍需合同与官网细查。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。厂商宣称的替代价值、部署速度与工厂改善不当公司收入或已验证性能。"
    },
    {
      "id": "MODEL-CAT-YC30937",
      "companyId": "YC30937",
      "title": "Anto Biosciences：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/anto-biosciences",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "研发微生物群落模型，用于药物毒性与疗效研究。 当前明确以微生物模型为研发交付，保留行业模型C01；临床或药物应用边界待核。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。创始人论文、疾病市场规模和预测疗效不当公司独立测试、药物批准或收入。"
    },
    {
      "id": "MODEL-CAT-YC31111",
      "companyId": "YC31111",
      "title": "Envariant：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/envariant",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "提供用于分析和控制模型行为的可解释性与推理SDK。 主营为模型行为分析和控制SDK，归开发评估设施C03，不据模型关键词归C01。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。只核业务，SDK可用性、验证效果、实验成本与收入未独立核实。"
    },
    {
      "id": "MODEL-CAT-YC31209",
      "companyId": "YC31209",
      "title": "AxionOrbital Space：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/axionorbital-space",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "研发将雷达遥感信号转换为可分析图像的地球观测模型。 当前描述模型架构与信号转换，保留行业模型C01；不将研究题材直接归卫星制造。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。生成图像不自动等于可验证观测真值，全天候和精度声明未测试，未核数据与模型收入。"
    },
    {
      "id": "MODEL-CAT-YC32167",
      "companyId": "YC32167",
      "title": "Orchestra：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/orchestra",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "通过学习工作轨迹训练专用小模型并部署的推理云。 主营明确是推理云与流量部署，模型训练为交付手段，归C02。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。成本降低声明未测试；创始人在Gumloop的历史销售额不是Orchestra收入。"
    },
    {
      "id": "MODEL-CAT-YC32169",
      "companyId": "YC32169",
      "title": "Speko：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/speko",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "通过统一API为语音Agent选择并路由语音与语言模型。 交付为多供应商模型路由与推理API，归C02，不当直接语音模型研发。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。厂商自建榜单不是独立评测；创始人Hupo历史融资、客户和经验不转为本公司收入。"
    },
    {
      "id": "MODEL-CAT-YC32190",
      "companyId": "YC32190",
      "title": "General Context Labs：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/general-context-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "开发交互式游戏与应用生成平台Instaplay，同时探索前沿模型数据业务。 按当前已描述的首个社交游戏产品归C09；公司数据业务另留缺，不因面向前沿模型而当模型研发。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。用户与月活自述不当付费客户或收入；产品与数据业务需要分别核合同。"
    },
    {
      "id": "MODEL-CAT-YC32191",
      "companyId": "YC32191",
      "title": "Lyon：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/lyon",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "以企业交易数据训练私有模型，用于信贷、欺诈、流失及客户价值预测。 当前交付为在客户云内运行的私有行业模型，保留C01，定制服务与模型许可需另拆分。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。客户交易数、客户活跃用户和效果提升不是Lyon收入，也未独立复现。"
    },
    {
      "id": "MODEL-CAT-YC33048",
      "companyId": "YC33048",
      "title": "Pennant：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/pennant",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "面向机构投资者和上市公司的代理投票与公司治理智能工具。 实际任务是投票与治理决策，归金融专业应用C07，World Model宣传语不等基础模型主营。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。付费客户声明不含可用收入数值；管理资产、合并交易额、薪酬包和创始人旧经历不作公司ARR。"
    },
    {
      "id": "MODEL-CAT-YC36347",
      "companyId": "YC36347",
      "title": "Latent：主营分类人工复核",
      "url": "https://www.ycombinator.com/companies/trylatent",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司业务自述",
      "summary": "监测和拦截模型错误输出，提供评分、复核队列与部署集成。 交付为模型输出验证和运行控制工具，归开发评估设施C03，不当基础模型研发。",
      "limitation": "本轮只核主营及分类，不刷新原成立、团队或收入字段；分类为研究者判断，不是技术专项评审。自托管内部信号与API读出器路径不同；零额外延迟、低成本和准确率均未独立验证。"
    },
    {
      "id": "EKA-MIT-CV-READ",
      "companyId": null,
      "title": "Eka Robotics：MIT托管创始人履历早期记录",
      "url": "https://people.csail.mit.edu/pulkitag/data/pulkit_CV_current.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "创始人官方履历PDF",
      "summary": "此前读取失败的履历现可读，第1页Appointments列Pulkit Agrawal于2024年5月联合创办Eka Robotics。",
      "limitation": "仅用第1页文本中的任职/创办记录作为早期业务证据，不声称视觉核对或读完13页，也不当精确公司注册日。创始人其他公司、论文及奖项不转为Eka收入或性能。"
    },
    {
      "id": "AQ-RUNRATE",
      "companyId": "YC30303",
      "title": "AfterQuery：收入与合同口径核查",
      "url": "https://www.afterquery.com/blog/human-expertise-reimagined",
      "publishedAt": "2026-04-09",
      "accessedAt": "2026-10-30",
      "kind": "公司官方收入声明",
      "summary": "官网当前正文自述revenue run rate超过$100m，文章标2026-04-09。",
      "limitation": "未写明确经常性ARR，未说明币种、运行率周期、指标具体截至日、计算方法、总额/净额及成本。页面可能后续更新；发表日不当指标截至日，非审计或当前十月收入。"
    },
    {
      "id": "AQ-SOLUTIONS",
      "companyId": "YC30303",
      "title": "AfterQuery：收入与合同口径核查",
      "url": "https://www.afterquery.com/solutions",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方交付与业务资料",
      "summary": "官网提供评估集、定制数据、后训练及驻场部署等服务。",
      "limitation": "不同交付可能有不同项目周期与毛利，未取得合同、履约、客户集中度或经常性比例，厂商效果不当独立评测。"
    },
    {
      "id": "AQ-TERMS",
      "companyId": "YC30303",
      "title": "AfterQuery：收入与合同口径核查",
      "url": "https://www.afterquery.com/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方收费条款",
      "summary": "官网条款称收费由单独协议或订单规定。",
      "limitation": "未取得价格表或客户合同；Delaware适用法不等主体注册证明，未核精确法律实体、付款与收入确认。"
    },
    {
      "id": "AQ-DATA",
      "companyId": "YC30303",
      "title": "AfterQuery：收入与合同口径核查",
      "url": "https://www.afterquery.com/data-partnerships",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方采购与授权资料",
      "summary": "数据伙伴页说明按范围协商授权和付款，并列样本、去标识与持续合作流程。",
      "limitation": "向数据提供方付款属于采购/分成线索，不是AfterQuery收入；介绍奖励、数据许可与销售总额均不能代净收入或利润。"
    },
    {
      "id": "AQ-CAREERS",
      "companyId": "YC30303",
      "title": "AfterQuery：收入与合同口径核查",
      "url": "https://www.afterquery.com/careers",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方规模线索核查",
      "summary": "招聘页显示40个职位，Revenue为其中一个招聘部门。",
      "limitation": "职位数不等员工数；Revenue部门的岗位计数不是收入金额。原YC Team Size保留为来源快照，不按岗位数更新。"
    },
    {
      "id": "CACTUS-TERMS",
      "companyId": "YC30510",
      "title": "Cactus Compute：收入与合同口径核查",
      "url": "https://www.cactuscompute.com/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方收费与运营主体条款",
      "summary": "条款列Cactus Compute, Inc.及Needle微调平台；计划按月预付，包含训练、生成与存储额度，自动续订。",
      "limitation": "无实际订阅数或收入；Stripe只是收款安排不等平台已连接核验，条款日期不等成立日，UK同名主体与美国公司关系未核。页面数据许可影响企业采购，实际执行未测试。"
    },
    {
      "id": "CACTUS-HOME",
      "companyId": "YC30510",
      "title": "Cactus Compute：收入与合同口径核查",
      "url": "https://www.cactuscompute.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方模型与产品资料",
      "summary": "官网列小型设备模型、微调入口及推理/设备应用介绍。",
      "limitation": "下载、星数、合作Logo和厂商性能不作收入或独立能力测试；本轮未安装运行或取得统一公开价格。"
    },
    {
      "id": "GCL-PARTNER",
      "companyId": "YC32190",
      "title": "General Context Labs：收入与合同口径核查",
      "url": "https://app.rebates.ai/legal/sell-traces",
      "publishedAt": "2026-10-22",
      "accessedAt": "2026-10-30",
      "kind": "合作方原始商业条款",
      "summary": "Selltraces条款点名General Context Labs，披露处理成本扣除后的50/50伙伴分成及季度结算安排。",
      "limitation": "仅证明合作方公开声明，未取得GCL签署合同或账单；总付款、扣成本后分成、平台实收与贡献者所得不同。条款示例金额不是实际交易，分成比例不是毛利率或ARR。"
    },
    {
      "id": "GCL-YC-BIZ",
      "companyId": "YC32190",
      "title": "General Context Labs：收入与合同口径核查",
      "url": "https://www.ycombinator.com/companies/general-context-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方产品与业务自述",
      "summary": "YC介绍同时提产品和数据集，首个公开产品Instaplay用于社交游戏/应用生成。",
      "limitation": "用户、创作者、月活和参考同业估值不是收入；Instaplay业务与数据合作须分别核客户、成本及收入，不把合作方条款代公司完整法律沿革。"
    },
    {
      "id": "ALLUS-ARR-LEAD",
      "companyId": "YC30895",
      "title": "Allus AI：收入与合同口径核查",
      "url": "https://www.angelsround.com/p/allus",
      "publishedAt": "2026-03-25",
      "accessedAt": "2026-10-30",
      "kind": "第三方融资宣传线索",
      "summary": "第三方2026-03-25介绍使用low six figure ARR及每工厂月费的宣传表述。",
      "limitation": "未取得该数字原始披露、精确金额、币种、日历截至日或合同；不将模糊六位数补为100000，也不按费率反推客户数/ARR，保持无可用收入数字。"
    },
    {
      "id": "ALLUS-TERMS",
      "companyId": "YC30895",
      "title": "Allus AI：收入与合同口径核查",
      "url": "https://www.allus.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方条款局部读取",
      "summary": "直达页面可读部分列Allus AI Inc.、Atlanta及评估/试用范围。",
      "limitation": "直达部分正文呈模板占位，完整条款仅有检索返回，未标全文已核。不能据此确认第三方月费、实际付费试点或收入；责任上限不是营业收入。"
    },
    {
      "id": "BS-PROFILE",
      "companyId": "YC30500",
      "title": "Besimple：公司与交付核查",
      "url": "https://www.ycombinator.com/companies/besimple-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司自述",
      "summary": "YC关联besimple.ai、Yi Zhong及Bill Wang，描述语音数据收集、标注与授权。",
      "limitation": "自报数据时长、创始人旧工作与用户效果不当收入；不同于同名印度服装或法国公司。"
    },
    {
      "id": "BS-HOME",
      "companyId": "YC30500",
      "title": "Besimple：官方产品资料",
      "url": "https://besimple.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品材料",
      "summary": "官网提供语音交互数据、训练环境及研究介绍，并提供数据采购联系入口。",
      "limitation": "未取得公司收入、统一公开价或客户合同；数据量、基准与模型训练声明未独立测试。"
    },
    {
      "id": "BS-LATKA",
      "companyId": "YC30500",
      "title": "Besimple：第三方收入估算口径",
      "url": "https://getlatka.com/companies/besimple.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方模型估算",
      "summary": "公开页将2025年9月年收入估为约$440k，标EST并说明公司未公布自身收入；页面更新2026-08-10。",
      "limitation": "不是公司披露ARR或审计数，未取得估算底表；币种和年度覆盖未展开。员工4人为较早目录时点，不覆盖当前YC团队8人；不把估算页与原始采访混用。"
    },
    {
      "id": "HUD-HOME",
      "companyId": "YC30254",
      "title": "HUD：首页收益展示与公司收入区分",
      "url": "https://www.hud.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品与展示资料",
      "summary": "官网介绍环境SDK、任务追踪、QA及DataVendor销售入口，并展示卖家月度收益和销售金额。",
      "limitation": "页面展示无可核卖家身份、交易凭证或公司整体收入证明；不将展示收益、任务运行量、推理调用量计入HUD收入或ARR。未运行SDK。"
    },
    {
      "id": "HUD-PROFILE",
      "companyId": "YC30254",
      "title": "HUD：官方目录补查",
      "url": "https://www.ycombinator.com/companies/hud",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司自述",
      "summary": "YC描述RL环境/数据平台及50多家企业使用，关联hud.ai。",
      "limitation": "采用企业数不等付费客户数，卖家收入与平台佣金需拆分，未取得当前合同、费率或实际收入。"
    },
    {
      "id": "SF-HOME",
      "companyId": "YC30561",
      "title": "Sureform：客户数据价值不等平台收入",
      "url": "https://www.sureformhq.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品资料",
      "summary": "官网协助企业按范围授权运营数据，给出客户数据可能价值$50k—$4m+，收入归属描述为数据提供企业获许可款。",
      "limitation": "潜在数据估价不是Sureform收入或成交额；不是保证报价、合同或ARR，不按范围中点或上限估收入。"
    },
    {
      "id": "SF-PROFILE",
      "companyId": "YC30561",
      "title": "Sureform：目录与产品沿革",
      "url": "https://www.ycombinator.com/companies/sureform",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司自述",
      "summary": "YC描述企业运营数据与机器人/世界模型训练数据业务，关联Sureform创始人及sureformhq.com。",
      "limitation": "旧发布的实体数据采集与当前运营数据授权分别保留，未证实收入结构变化；不与sureform.app表单软件混用。"
    },
    {
      "id": "SF-TERMS",
      "companyId": "YC30561",
      "title": "Sureform：平台条款与实体线索",
      "url": "https://www.sureformhq.com/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方合同资料",
      "summary": "官方条款入口与页脚关联Atom Copilot, Corp.，网站用于洽谈数据授权合作。",
      "limitation": "本轮未取得双方签署商业合同或费率，不从条款发布日期推法律成立日，Sureform品牌与实体沿革仍需登记补核。"
    },
    {
      "id": "KR-CLEER",
      "companyId": "AI083",
      "title": "清析智研：36氪检索发现与正文差异",
      "url": "https://www.36kr.com/p/4043538991797379",
      "publishedAt": "2026-10-27",
      "accessedAt": "2026-10-30",
      "kind": "中文媒体检索发现",
      "summary": "检索返回清析智研线索，但当前直达文章未找到公司名。",
      "limitation": "不声称原文已确认该条目；成立与业务另据独立政府调研材料，媒体关联继续留缺。"
    },
    {
      "id": "KR-XYZ",
      "companyId": "AI084",
      "title": "星源智：中文媒体发现",
      "url": "https://eu.36kr.com/zh/p/3953252758748295",
      "publishedAt": "2026-08-24",
      "accessedAt": "2026-10-30",
      "kind": "中文媒体公开授权转载",
      "summary": "36氪欧洲站可读中国企业家杂志文章的星源智相关段落。",
      "limitation": "转载与公司原始声明分开；融资、出货、POC、市场预测和效果宣传不是收入，未读遍两年档案。"
    },
    {
      "id": "KR-SIMPLE",
      "companyId": null,
      "title": "深朴智能：报道与登记年份差异",
      "url": "https://www.36kr.com/p/4043850978367360",
      "publishedAt": "2026-10-28",
      "accessedAt": "2026-10-30",
      "kind": "中文媒体平台发表文章",
      "summary": "芯智能头条在36氪发布的文章把深朴智能列为2025成立。",
      "limitation": "以交易当事方原始公告所列2024登记另核，不将融资或产品发布当新成立；不复刻20家公司清单。"
    },
    {
      "id": "KR-AIMOGA",
      "companyId": "AI085",
      "title": "墨甲机器人：中文媒体发现",
      "url": "https://eu.36kr.com/zh/p/3954273153586820",
      "publishedAt": "2026-08-25",
      "accessedAt": "2026-10-30",
      "kind": "中文媒体公开转载",
      "summary": "文章将墨甲公司成立与机器人交付、售价、产能并列介绍。",
      "limitation": "发现报道不证明收入；本轮另以交易当事方公告补核新公司成立与历史期间收入，母公司项目沿革仍单列，交付量乘价格不是收入或ARR。"
    },
    {
      "id": "CLEER-GOV",
      "companyId": "AI083",
      "title": "清析智研：政府原始调研记录",
      "url": "https://jxj.beijing.gov.cn/ztzl/ywzt/hbjh/hbdt/hbdt/202609/t20260918_4870458.html",
      "publishedAt": "2026-09-18",
      "accessedAt": "2026-10-30",
      "kind": "政府官方调研记录",
      "summary": "北京市经信局调研北京清析智研科技有限公司，记录企业自述2026成立及材料预测、表征和工艺优化业务。",
      "limitation": "政府调研中的企业介绍不是工商独立审计或技术评测，精确成立日、商业合同、团队和收入未知。"
    },
    {
      "id": "CLEER-HOME-ACCESS",
      "companyId": "AI083",
      "title": "清析智研：官网访问缺项",
      "url": "https://www.cleerscience.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方入口读取核查",
      "summary": "官网本轮读取超时；品牌新闻页亦无可读正文。",
      "limitation": "不记为已读官网或完整法律主体核验，当前成立与业务以政府调研记录为依据。"
    },
    {
      "id": "XYZ-GOV",
      "companyId": "AI084",
      "title": "星源智：政府公开园区记录",
      "url": "https://kw.beijing.gov.cn/xwdt/kcyx/xwdtyqqy/202610/t20261014_4900927.html",
      "publishedAt": "2026-10-14",
      "accessedAt": "2026-10-30",
      "kind": "政府官方园区资料",
      "summary": "北京市科委公开园区报道列北京星源智机器人科技有限公司2025年8月成立、机器人具身大脑及端侧部署业务。",
      "limitation": "页面注明来源亦城时报；成立为公开介绍非工商底档，融资、覆盖比例和演示记录不作公司收入或独立能力等级。"
    },
    {
      "id": "XYZ-ABOUT",
      "companyId": "AI084",
      "title": "星源智：公司官方沿革",
      "url": "https://xyz-eai.com/about.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方成立与产品资料",
      "summary": "官网自述2025-08-01成立，介绍通用具身大脑、端侧算力及装卸方案。",
      "limitation": "精确日为公司自述未独立核登记；战略三年订单目标、融资和产品发布不等已确认收入或ARR。"
    },
    {
      "id": "SIMPLE-CNINFO",
      "companyId": null,
      "title": "深朴智能：交易当事方工商资料",
      "url": "https://static.cninfo.com.cn/finalpage/2026-09-23/1225577942.PDF",
      "publishedAt": "2026-09-23",
      "accessedAt": "2026-10-30",
      "kind": "交易当事方原始公告PDF",
      "summary": "美芝股份重整投资协议公告第4页列北京深朴智能科技有限公司及成立日期2024-10-18。",
      "limitation": "只用相关页文字核登记线索，不声称读完41页或独立工商查询；标的上市公司财务、重组保证金和出资额不当深朴收入。"
    },
    {
      "id": "AIMOGA-HOME",
      "companyId": "AI085",
      "title": "墨甲机器人：公司官方产品与主体入口",
      "url": "https://www.aimoga-robot.com/cn/zh/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品资料",
      "summary": "官网展示人形/四足产品，页脚列安徽墨甲智创机器人科技有限公司。",
      "limitation": "官网入口未给精确成立日；另有交易当事方上市公告。出货、产能及计划不能直接填入收入，未核当前股权及完整合同。"
    },
    {
      "id": "AIMOGA-CNINFO",
      "companyId": "AI085",
      "title": "伯特利2026-002：墨甲增资标的成立与未经审计财务",
      "url": "https://static.cninfo.com.cn/finalpage/2026-01-01/1224914493.PDF",
      "publishedAt": "2026-01-01",
      "accessedAt": "2026-10-30",
      "kind": "交易当事方上市公司原始公告",
      "summary": "公告第8—9页列标的成立2025-01-07及信用代码；人民币万元表列2025年1—9月营业收入302.85、净利润-510.46，注明未经审计。",
      "limitation": "本轮按PDF文字读取相关页，未完成13页逐页视觉核对；披露方是投资人伯特利，不是标的直接财报。母公司和股东财务、增资金额不归标的收入；历史期间收入不年化、不换汇、不进ARR/MRR组。"
    },
    {
      "id": "AIMOGA-WRC",
      "companyId": "AI085",
      "title": "2026世界机器人大会：墨甲展商与产品介绍",
      "url": "https://www.worldrobotconference.com/expo/company/764.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "展商公开自述",
      "summary": "展商页列公司主体、2025年1月成立、人形及四足机器人和交通/医疗场景产品。",
      "limitation": "展商营销资料，出口、国家覆盖、签约及交付数量未独立核验；不当付费客户数、收入或独立技术测试。"
    },
    {
      "id": "TC56-GUDEA",
      "companyId": null,
      "title": "Gudea：TechCrunch发现线索",
      "url": "https://techcrunch.com/2026/10/14/gudea-leverages-ai-to-help-organizations-prevent-social-media-crises-before-they-erupt/",
      "publishedAt": "2026-10-14",
      "accessedAt": "2026-10-30",
      "kind": "媒体发现线索",
      "summary": "从AI栏目第5—6页发现Gudea，另追溯原始资料。",
      "limitation": "仅登记发现关系，不复制全文，不将文章日期当成立年或将报道数字直接混入ARR。"
    },
    {
      "id": "TC56-FLOQER",
      "companyId": null,
      "title": "Floqer：TechCrunch发现线索",
      "url": "https://techcrunch.com/2026/10/14/floqers-ai-agents-help-b2b-revenue-teams-research-customers/",
      "publishedAt": "2026-10-14",
      "accessedAt": "2026-10-30",
      "kind": "媒体发现线索",
      "summary": "从AI栏目第5—6页发现Floqer，另追溯原始资料。",
      "limitation": "仅登记发现关系，不复制全文，不将文章日期当成立年或将报道数字直接混入ARR。"
    },
    {
      "id": "TC56-HONEY",
      "companyId": null,
      "title": "Honeyjar：TechCrunch发现线索",
      "url": "https://techcrunch.com/2026/10/12/honeyjar-offers-ai-tools-to-improve-pr-and-comms-at-every-company/",
      "publishedAt": "2026-10-12",
      "accessedAt": "2026-10-30",
      "kind": "媒体发现线索",
      "summary": "从AI栏目第5—6页发现Honeyjar，另追溯原始资料。",
      "limitation": "仅登记发现关系，不复制全文，不将文章日期当成立年或将报道数字直接混入ARR。"
    },
    {
      "id": "TC56-BLUEPRINTS",
      "companyId": null,
      "title": "Blueprints AI：TechCrunch发现线索",
      "url": "https://techcrunch.com/2026/10/12/this-ai-startup-says-it-can-generate-permit-ready-blueprints-in-minutes/",
      "publishedAt": "2026-10-12",
      "accessedAt": "2026-10-30",
      "kind": "媒体发现线索",
      "summary": "从AI栏目第5—6页发现Blueprints AI，另追溯原始资料。",
      "limitation": "仅登记发现关系，不复制全文，不将文章日期当成立年或将报道数字直接混入ARR。"
    },
    {
      "id": "GUDEA-YEAR",
      "companyId": null,
      "title": "GUDEA官网沿革",
      "url": "https://www.gudea.ai/insights/who-is-gudea",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "公司介绍列2023创办，2025迁往Minneapolis；迁址和竞赛年份与成立分开。",
      "limitation": "精确注册未独立查询；客户、增长百分比、融资与专利不转成范围内新公司收入。"
    },
    {
      "id": "FLOQER-YEAR",
      "companyId": null,
      "title": "Floqer公司公开主页沿革",
      "url": "https://www.linkedin.com/company/floqer/?viewAsMember=true",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页自述",
      "summary": "公司主页列Founded 2024、Halifax，链接floqer.com，描述CRM数据与销售研究。",
      "limitation": "公司自述非登记证明；人数范围与平台关联员工列表不等精确团队数，客户管线和融资不当收入。"
    },
    {
      "id": "HONEY-HOME",
      "companyId": null,
      "title": "Honeyjar官网产品",
      "url": "https://honeyjar.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网介绍传播策略、媒体研究和内容执行，强调客户审核确认。",
      "limitation": "未独立测试；等待名单、用户证言及品牌标识不等付费客户或收入。"
    },
    {
      "id": "HONEY-COMPANY",
      "companyId": null,
      "title": "Honeyjar官网团队与运营名称",
      "url": "https://honeyjar.ai/company",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "公司页列Michelle Masek和Nadia Jamshidi，页脚为Honeyjar AI, Inc.。",
      "limitation": "公开创始人和顾问列表不是全体员工数；未取得精确注册或公司沿革年份。"
    },
    {
      "id": "HONEY-PROFILE",
      "companyId": null,
      "title": "Honeyjar主页成立字段与转载冲突",
      "url": "https://www.linkedin.com/company/honeyjar-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页及转载内容",
      "summary": "主页Founded字段列2025，但同页公司转发AI Market Watch的第三方介绍列2024。",
      "limitation": "主字段和转发第三方年份不同；不把同一页不同作者当独立确认，精确主体/沿革待核，暂不新增公司。"
    },
    {
      "id": "HONEY-PACKAGE",
      "companyId": null,
      "title": "Honeyjar创始人服务包标价",
      "url": "https://honeyjar.ai/forfounders",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方定价资料",
      "summary": "页面标$5000，包含人工策略、媒体执行、采访准备及一年软件订阅。",
      "limitation": "原文$币种本页未确认；是组合售价，不是公司收入，不按全额乘12或自动视作软件ARR。"
    },
    {
      "id": "HONEY-PACKAGE-TERMS",
      "companyId": null,
      "title": "Honeyjar组合服务与订阅条款",
      "url": "https://honeyjar.ai/forfounders-terms",
      "publishedAt": "2026-10-15",
      "accessedAt": "2026-10-30",
      "kind": "公司官方合同条款",
      "summary": "For Founders为一次性服务包，附12个月单席位订阅且不自动续订；条款提供120天内退款安排，退款时附带订阅结束。",
      "limitation": "仅核相关费用、交付、订阅及退款段落；未取得实际订单、分摊、履约收入或留存数据，不由标价/等待名单反推ARR。"
    },
    {
      "id": "BLUEPRINTS-PROFILE-ACCESS",
      "companyId": null,
      "title": "Blueprints AI主页：检索字段与直达限制",
      "url": "https://www.linkedin.com/company/blueprints-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司公开主页检索及访问核查",
      "summary": "检索返回Founded 2025与blueprints-ai.com；直接读取返回429，本轮未核完整主页正文。",
      "limitation": "保留检索与直达差异，不能声称完成官方主页或注册核查；与创始人更早建筑设计业务的主体连续性仍待核。"
    },
    {
      "id": "BLUEPRINTS-HOME-ACCESS",
      "companyId": null,
      "title": "Blueprints AI官网读取缺项",
      "url": "https://www.blueprints-ai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网读取核查",
      "summary": "本轮www入口返回UnexpectedStatusCode，裸域入口亦不可读，未取得可核官网正文。",
      "limitation": "不可读不等无业务；未取得原始成立、合同及收入，不把报道价格或创始人旧建筑业务转作新公司业绩。"
    },
    {
      "id": "BILLOW-HOME",
      "companyId": null,
      "title": "Billow当前产品与运营名称",
      "url": "https://thebillow.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方材料",
      "summary": "官网列Billow Labs, Inc.，展示与既有财务系统集成的月结和人工审批工作流。",
      "limitation": "页面客户账目与演示金额不是Billow收入；未给明确成立年份，既有2025发现与S2026批次时序仍未解决。"
    },
    {
      "id": "BILLOW-TERMS",
      "companyId": null,
      "title": "Billow软件服务与合同费用",
      "url": "https://thebillow.ai/terms",
      "publishedAt": "2026-10-27",
      "accessedAt": "2026-10-30",
      "kind": "公司官方合同条款",
      "summary": "条款列Billow Labs, Inc.，提供财务软件、代理、Excel插件和Teams服务；收费按订单或协议确定。",
      "limitation": "仅核主体、服务和费用段落。官方软件表述与YC会计服务定位需按实际合同拆分，不由订阅条款推已实现MRR。"
    },
    {
      "id": "DH-PRESS",
      "companyId": null,
      "title": "DreamHQ公司发布：项目价值与收入边界",
      "url": "https://www.dreamhq.com/press/announcement",
      "publishedAt": "2026-10-29",
      "accessedAt": "2026-10-30",
      "kind": "公司官方发布稿检索记录",
      "summary": "公司发布稿检索返回建筑设计交付及累计支持项目开发价值$2000万。",
      "limitation": "检索能读到发布稿相关内容，但直接打开不可读；项目开发价值不是Dream收费，融资、面积及创始人旧业务也不作收入。未补足原始成立年。"
    },
    {
      "id": "TC56-ARCHIVE-5",
      "companyId": null,
      "title": "TechCrunch AI第5页发现入口",
      "url": "https://techcrunch.com/category/artificial-intelligence/page/5/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体栏目发现入口",
      "summary": "已读取栏目卡片入口，定向登记本批候选。",
      "limitation": "动态分页；只登记本批4项，不代表全部卡片、全部参赛者或两年档案已核。"
    },
    {
      "id": "TC56-ARCHIVE-6",
      "companyId": null,
      "title": "TechCrunch AI第6页发现入口",
      "url": "https://techcrunch.com/category/artificial-intelligence/page/6/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体栏目发现入口",
      "summary": "已读取栏目卡片入口，定向登记本批候选。",
      "limitation": "动态分页；只登记本批4项，不代表全部卡片、全部参赛者或两年档案已核。"
    },
    {
      "id": "QZX-ABOUT",
      "companyId": "AI086",
      "title": "企智芯官网成立与运营名称",
      "url": "https://vipqzx.com/about.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方自述",
      "summary": "官网列企智芯（北京）科技有限公司成立于2025年，定位企业数字化管理系统。",
      "limitation": "未取得精确登记或独立主体核验；采用规模、效率与投入占比均未给可复算底表，不由此反推收入或团队人数。"
    },
    {
      "id": "QZX-HOME",
      "companyId": "AI086",
      "title": "企智芯官网模块和流程展示",
      "url": "https://vipqzx.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品自述",
      "summary": "展示获客、SCRM、人事、财务、工单、审批等模块及AI文案/汇报功能。",
      "limitation": "仅读公开页面，未进入登录、执行交易或测试功能。流程中的50000元合同/收款及利润是演示路径，非公司自身收入；不能把产品功能当实际客户财务或合规认证。"
    },
    {
      "id": "NR-ABOUT",
      "companyId": "AI087",
      "title": "九昇智能官网成立与主体",
      "url": "https://www.9shengai.com/about/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方自述",
      "summary": "官网列杭州九昇智能科技有限公司、NineRise Intelligence及2025年6月成立，面向中小企业AI落地。",
      "limitation": "原始登记未独立查询；创始背景、官网经营定位和总部自述不证明员工规模或财务业绩。"
    },
    {
      "id": "NR-SERVICES",
      "companyId": "AI087",
      "title": "九昇智能产品服务与公开标价",
      "url": "https://www.9shengai.com/services/index.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方定价资料",
      "summary": "公开诊断、培训、智能体定制和陪跑方案；页面分别标价，企业/私有化定制标128000起。",
      "limitation": "原文¥未另确认币种；标价不是成交、回款或已确认收入，实施、培训、订阅和持续顾问服务需拆分，不以价目表反推ARR。"
    },
    {
      "id": "NR-TECH",
      "companyId": "AI087",
      "title": "九昇智能技术架构自述",
      "url": "https://www.9shengai.com/technology/index.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方技术自述",
      "summary": "公开RAG、模型适配、流程编排和权限/评测/日志等能力说明。",
      "limitation": "本轮未运行智能体、查看源代码/模型权重或独立复现评测；术语和案例速度不转为技术强弱排名。"
    },
    {
      "id": "NR-CASES",
      "companyId": "AI087",
      "title": "九昇智能案例及证据边界",
      "url": "https://www.9shengai.com/cases/index.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方案例自述",
      "summary": "页面列政府和企业场景，并注明经营数据未经第三方审计、效果受项目条件影响。",
      "limitation": "案例主体多为匿名或行业描述，未取合同/验收/付款或客户独立确认；客户经营成效不是供应商公司收入，案例条数不作独立付费客户数。"
    },
    {
      "id": "NR-PARTNER",
      "companyId": "AI087",
      "title": "九昇智能持续陪跑服务",
      "url": "https://www.9shengai.com/services/partner/index.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方定价与交付自述",
      "summary": "陪跑按30天、90天和年度顾问提供，年度顾问页面标¥59800，以项目推进和复盘为交付。",
      "limitation": "期限一年不证明自动续订或软件ARR；未核实际订单、服务工时、续约及收入分摊，未把包价新增为收入观测。"
    },
    {
      "id": "KR-HEMU",
      "companyId": null,
      "title": "合木智能：硬氪发现线索",
      "url": "https://eu.36kr.com/zh/p/3963006194728324",
      "publishedAt": "2026-09-02",
      "accessedAt": "2026-10-30",
      "kind": "中文媒体报道相关段落",
      "summary": "报道列2026年5月成立，定位模具制造语义计算，提供陪跑服务和智能体软硬件。",
      "limitation": "仅核相关成立与业务段落，未取得公司/孵化方原始成立资料；不把融资或创始人旧团队、论文和模型成绩当新公司收入或独立能力验证。"
    },
    {
      "id": "KR-QUANTUM",
      "companyId": null,
      "title": "昆腾动力：硬氪发现线索",
      "url": "https://www.36kr.com/p/3917874427555457",
      "publishedAt": "2026-07-31",
      "accessedAt": "2026-10-30",
      "kind": "中文媒体报道相关段落",
      "summary": "报道列2026年上半年成立，从物流仓储任务切入具身智能平台。",
      "limitation": "仅核相关成立与业务段落，未取得公司/孵化方原始成立资料；不把融资或创始人旧团队、论文和模型成绩当新公司收入或独立能力验证。"
    },
    {
      "id": "KR-WORLDMIND",
      "companyId": null,
      "title": "寰宇心生（WorldMind）：硬氪发现线索",
      "url": "https://www.36kr.com/p/3973553316081920",
      "publishedAt": "2026-09-08",
      "accessedAt": "2026-10-30",
      "kind": "中文媒体报道相关段落",
      "summary": "报道列2026年9月成立，描述具身智能与神经认知世界模型。",
      "limitation": "仅核相关成立与业务段落，未取得公司/孵化方原始成立资料；不把融资或创始人旧团队、论文和模型成绩当新公司收入或独立能力验证。"
    },
    {
      "id": "HEMU-REG-LEAD",
      "companyId": null,
      "title": "合木智能：第三方工商字段",
      "url": "https://vc.pedaily.cn/company/902387.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方公开企业目录",
      "summary": "公开页列2026-05-18成立和91510100MAKDFXM749；概览与工商区字段完整度不同。",
      "limitation": "本轮只取得检索返回相关内容，未独立核验登记原件或确认当前字段。两日相邻融资记录可能重复，不相加，不当收入。"
    },
    {
      "id": "QUANTUM-REG-LEAD",
      "companyId": null,
      "title": "昆腾动力：第三方主体线索",
      "url": "https://www.gasgoo.com/robot/data/6113-%E6%9D%AD%E5%B7%9E%E6%98%86%E8%85%BE%E5%8A%A8%E5%8A%9B%E6%99%BA%E8%83%BD%E6%9C%89%E9%99%90%E5%85%AC%E5%8F%B8/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方公开企业目录",
      "summary": "公开检索列杭州昆腾动力智能有限公司、2026-03-17及91330110MAK9DCMB56。",
      "limitation": "未直接核对注册原件或公司原始沿革；与quantum.com存储业务及同名新能源企业分开，不把投资或母体财务归新公司。"
    },
    {
      "id": "SR26-ONTEM",
      "companyId": "AI088",
      "title": "Ontem：Speedrun成立、团队与业务资料",
      "url": "https://speedrun.a16z.com/companies/ontem",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构中的公司自述",
      "summary": "名录列Founded 2026、2 Employees及主营；财务声明原口径见关联观测与公司说明。",
      "limitation": "机构具有投资利益关系；无精确注册/人数截至日或独立审计。不由批次、相对时长推精确成立或财务截至日，原文$不自动当USD。"
    },
    {
      "id": "SR26-ONTEM-HOME",
      "companyId": "AI088",
      "title": "Ontem：官网当前交付自述",
      "url": "https://www.ontempayments.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品材料",
      "summary": "自动处理商业服务企业的开票、催收和核销，连接现有ERP、邮箱与支付资料。",
      "limitation": "signed ARR尚未核上线履约；销售管线和目标交易量不是公司收入。 本轮只读公开网页，不运行代码、设备、账户或财务接口；效果宣传不当独立测试。"
    },
    {
      "id": "SR26-CYBERNETIC-PHYSICS",
      "companyId": "AI089",
      "title": "Cybernetic Physics：Speedrun成立、团队与业务资料",
      "url": "https://speedrun.a16z.com/companies/cybernetic-physics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构中的公司自述",
      "summary": "名录列Founded 2026、4 Employees及主营；财务声明原口径见关联观测与公司说明。",
      "limitation": "机构具有投资利益关系；无精确注册/人数截至日或独立审计。不由批次、相对时长推精确成立或财务截至日，原文$不自动当USD。"
    },
    {
      "id": "SR26-CYBERNETIC-PHYSICS-HOME",
      "companyId": "AI089",
      "title": "Cybernetic Physics：官网当前交付自述",
      "url": "https://cyberneticphysics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品材料",
      "summary": "集成第三方人形/移动操作机器人，执行数据中心布线、机架与维护任务。",
      "limitation": "投资机构页称live ARR；机器人项目与持续运营合同未取底表，订单台数与官网日志展示不作收入。 本轮只读公开网页，不运行代码、设备、账户或财务接口；效果宣传不当独立测试。"
    },
    {
      "id": "SR26-LAZYWEB",
      "companyId": "AI090",
      "title": "Lazyweb：Speedrun成立、团队与业务资料",
      "url": "https://speedrun.a16z.com/companies/lazyweb",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构中的公司自述",
      "summary": "名录列Founded 2026、2 Employees及主营；财务声明原口径见关联观测与公司说明。",
      "limitation": "机构具有投资利益关系；无精确注册/人数截至日或独立审计。不由批次、相对时长推精确成立或财务截至日，原文$不自动当USD。"
    },
    {
      "id": "SR26-LAZYWEB-HOME",
      "companyId": "AI090",
      "title": "Lazyweb：官网当前交付自述",
      "url": "https://www.lazyweb.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品材料",
      "summary": "利用AI研究、生成和部署产品增长实验，优化网页与转化流程。",
      "limitation": "机构页称live ARR；官网示例工作区的月收入与客户增长演算不是Lazyweb自身收入。 本轮只读公开网页，不运行代码、设备、账户或财务接口；效果宣传不当独立测试。"
    },
    {
      "id": "SR26-BOTA",
      "companyId": "AI091",
      "title": "Bota：Speedrun成立、团队与业务资料",
      "url": "https://speedrun.a16z.com/companies/bota",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构中的公司自述",
      "summary": "名录列Founded 2026、4 Employees及主营；财务声明原口径见关联观测与公司说明。",
      "limitation": "机构具有投资利益关系；无精确注册/人数截至日或独立审计。不由批次、相对时长推精确成立或财务截至日，原文$不自动当USD。"
    },
    {
      "id": "SR26-BOTA-HOME",
      "companyId": "AI091",
      "title": "Bota：官网当前交付自述",
      "url": "https://getbota.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品材料",
      "summary": "通过录音设备、转写及API为AI产品提供真实对话上下文和设备运营。",
      "limitation": "机构页标题$710K cARR、正文超过$700K contracted ARR；不当已实现ARR。官网订阅支持说明不证明合同已履约。 本轮只读公开网页，不运行代码、设备、账户或财务接口；效果宣传不当独立测试。"
    },
    {
      "id": "SR26-ELU",
      "companyId": "AI092",
      "title": "Elu：Speedrun成立、团队与业务资料",
      "url": "https://speedrun.a16z.com/companies/elu",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构中的公司自述",
      "summary": "名录列Founded 2026、2 Employees及主营；财务声明原口径见关联观测与公司说明。",
      "limitation": "机构具有投资利益关系；无精确注册/人数截至日或独立审计。不由批次、相对时长推精确成立或财务截至日，原文$不自动当USD。"
    },
    {
      "id": "SR26-ELU-HOME",
      "companyId": "AI092",
      "title": "Elu：官网当前交付自述",
      "url": "https://elu.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品材料",
      "summary": "分析用户会话和产品行为，定位软件问题并生成、验证修复。",
      "limitation": "仅有ARR增长倍数而无绝对金额；销售管线、接入公司数及估计客户价值不是Elu收入。 本轮只读公开网页，不运行代码、设备、账户或财务接口；效果宣传不当独立测试。"
    },
    {
      "id": "SR26-ATHENA",
      "companyId": "AI093",
      "title": "Athena（athena.lawyer）：Speedrun成立、团队与业务资料",
      "url": "https://speedrun.a16z.com/companies/athena",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构中的公司自述",
      "summary": "名录列Founded 2026、6 Employees及主营；财务声明原口径见关联观测与公司说明。",
      "limitation": "机构具有投资利益关系；无精确注册/人数截至日或独立审计。不由批次、相对时长推精确成立或财务截至日，原文$不自动当USD。"
    },
    {
      "id": "SR26-ATHENA-HOME",
      "companyId": "AI093",
      "title": "Athena（athena.lawyer）：官网当前交付自述",
      "url": "https://www.athena.lawyer/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品材料",
      "summary": "由律师负责并使用自建AI辅助尽调、文书与交易执行的固定费用律所服务。",
      "limitation": "承诺法律服务费不是已确认收入或ARR；客户关系包括design partners，不当全部付费客户。Legora旧ARR不继承。 本轮只读公开网页，不运行代码、设备、账户或财务接口；效果宣传不当独立测试。"
    },
    {
      "id": "SR26-TENERA",
      "companyId": "AI094",
      "title": "Tenera：Speedrun成立、团队与业务资料",
      "url": "https://speedrun.a16z.com/companies/tenera",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构中的公司自述",
      "summary": "名录列Founded 2026、3 Employees及主营；财务声明原口径见关联观测与公司说明。",
      "limitation": "机构具有投资利益关系；无精确注册/人数截至日或独立审计。不由批次、相对时长推精确成立或财务截至日，原文$不自动当USD。"
    },
    {
      "id": "SR26-TENERA-HOME",
      "companyId": "AI094",
      "title": "Tenera：官网当前交付自述",
      "url": "https://trytenera.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品材料",
      "summary": "根据用户行为数据生成模拟用户，预测功能、定价与流程变化的影响。",
      "limitation": "机构页称超过$300K ARR；试点合同、销售管线、创始人旧公司业绩和网页模拟转化不是Tenera收入。 本轮只读公开网页，不运行代码、设备、账户或财务接口；效果宣传不当独立测试。"
    },
    {
      "id": "SR26-PREMAN",
      "companyId": "AI095",
      "title": "PreMan：Speedrun成立、团队与业务资料",
      "url": "https://speedrun.a16z.com/companies/preman",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构中的公司自述",
      "summary": "名录列Founded 2026、2 Employees及主营；财务声明原口径见关联观测与公司说明。",
      "limitation": "机构具有投资利益关系；无精确注册/人数截至日或独立审计。不由批次、相对时长推精确成立或财务截至日，原文$不自动当USD。"
    },
    {
      "id": "SR26-PREMAN-HOME",
      "companyId": "AI095",
      "title": "PreMan：官网当前交付自述",
      "url": "https://www.preman.live/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方产品材料",
      "summary": "模拟代理使用API/MCP与软件工作流，生成测试并支持故障修复验证。",
      "limitation": "机构页称$170K ARR；创始人Surt AI旧ARR另属其他企业，SDK公开不证明收入或整个产品性能。 本轮只读公开网页，不运行代码、设备、账户或财务接口；效果宣传不当独立测试。"
    },
    {
      "id": "SR26-ONTEM-TERMS",
      "companyId": "AI088",
      "title": "Ontem条款中的业务与运营者",
      "url": "https://www.ontempayments.com/terms",
      "publishedAt": "2026-03-11",
      "accessedAt": "2026-10-30",
      "kind": "公司官方条款",
      "summary": "条款描述应收自动化、第三方支付与会计集成，运营者只写Ontem。",
      "limitation": "只核业务/运营者和支付段落，完整法人与收费合同未取得；条款生效不等成立日，第三方支付处理不等公司收入。"
    },
    {
      "id": "SR26-BOTA-TERMS-ACCESS",
      "companyId": "AI091",
      "title": "Bota条款读取限制",
      "url": "https://getbota.com/terms/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网读取核查",
      "summary": "从官网条款入口直接读取返回Cache miss，未取得可核条款正文。",
      "limitation": "硬件、设备支持、订阅退款及法人归属须补核，不把官网终身支持宣传当已签经常性收入或审计。"
    },
    {
      "id": "SR26-ATHENA-LEGAL",
      "companyId": "AI093",
      "title": "Athena官网法律运营主体",
      "url": "https://www.athena.lawyer/legal-notices",
      "publishedAt": "2026-08-12",
      "accessedAt": "2026-10-30",
      "kind": "公司官方法律声明",
      "summary": "官网列Athena Circle, a Professional Law Corporation及加州实体编号；法律服务以签署委托协议为准。",
      "limitation": "仅核主体、服务归属与协议边界；未查注册原件、律师名录或实际委托。更早律所案例不自动归新主体，承诺费用不等收入。"
    },
    {
      "id": "SR26-PREMAN-SDK",
      "companyId": "AI095",
      "title": "PreMan官网关联的公开SDK",
      "url": "https://github.com/PreMan-Inc/PreMan-Sdk",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方关联公开代码",
      "summary": "官网链接的公开仓库列MIT许可及TypeScript SDK/CLI，README描述API监控、MCP访问和修复工作流。",
      "limitation": "本轮只核仓库/README相关段落可访问，未安装、运行、审读全部代码或独立验证性能；SDK开放不代表托管平台全部开源或有已验证收入。"
    },
    {
      "id": "NEXOR-CURRENCY-RECHECK",
      "companyId": "AI043",
      "title": "Nexor币种及原文ARR复核",
      "url": "https://speedrun.a16z.com/companies/nexor-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构原始资料复核",
      "summary": "当前公开页使用$2.5M ARR，未明示USD；没有具体日历业务截至日。",
      "limitation": "更正旧记录直接写USD及美元的推断，保留原值与来源历史；不修改平台MRR统计，不从机构所在地推币种。"
    },
    {
      "id": "PHYSICAL-CAT-YC30191",
      "companyId": "YC30191",
      "title": "Partcl主营、交付及沿革复核",
      "url": "https://www.ycombinator.com/companies/partcl",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "芯片设计自动化工具，以物理约束模型和GPU加速时序分析、门尺寸与布局。 创始人过去机器人经历不代表当前主营；加速倍数未独立复测。",
      "limitation": "本轮已读主营、发布及相关创始人描述；法律主体、实际合同与技术性能未独立核验。保留原始发现审计，不把宣传、客户效益或采购量当收入。"
    },
    {
      "id": "PHYSICAL-CAT-YC30353",
      "companyId": "YC30353",
      "title": "Axal主营、交付及沿革复核",
      "url": "https://www.ycombinator.com/companies/axal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "小批量PCB设计、组装、测试及交付服务。 当前主营AI使用程度未确认；页面保留旧AI技术债工具发布，不把旧产品能力自动归当前服务。",
      "limitation": "本轮已读主营、发布及相关创始人描述；法律主体、实际合同与技术性能未独立核验。保留原始发现审计，不把宣传、客户效益或采购量当收入。"
    },
    {
      "id": "PHYSICAL-CAT-YC30559",
      "companyId": "YC30559",
      "title": "Godela主营、交付及沿革复核",
      "url": "https://www.ycombinator.com/companies/godela",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "用AI物理引擎辅助工程与科学仿真、设计和原型研发。 模型用于行业仿真任务，不仅因物理世界或硬件标签归机器人整机。",
      "limitation": "本轮已读主营、发布及相关创始人描述；法律主体、实际合同与技术性能未独立核验。保留原始发现审计，不把宣传、客户效益或采购量当收入。"
    },
    {
      "id": "PHYSICAL-CAT-YC31102",
      "companyId": "YC31102",
      "title": "Fuchsia主营、交付及沿革复核",
      "url": "https://www.ycombinator.com/companies/fuchsia",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "用AI辅助硬件认证要求、技术文件、测试计划和实验室协调。 Noetic为页面保留的旧发布名；没有独立性能或合规效果验证。",
      "limitation": "本轮已读主营、发布及相关创始人描述；法律主体、实际合同与技术性能未独立核验。保留原始发现审计，不把宣传、客户效益或采购量当收入。"
    },
    {
      "id": "PHYSICAL-CAT-YC31158",
      "companyId": "YC31158",
      "title": "Terranox AI主营、交付及沿革复核",
      "url": "https://www.ycombinator.com/companies/terranox-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "使用地质数据与AI模型开展北美铀矿勘探。 探矿项目、矿产价值和行业资本投入不等软件ARR；不据AI标签认定基础模型供应商。",
      "limitation": "本轮已读主营、发布及相关创始人描述；法律主体、实际合同与技术性能未独立核验。保留原始发现审计，不把宣传、客户效益或采购量当收入。"
    },
    {
      "id": "PHYSICAL-CAT-YC31245",
      "companyId": "YC31245",
      "title": "Squid主营、交付及沿革复核",
      "url": "https://www.ycombinator.com/companies/squid",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以统一、可版本化的电网模型支持网络规划与决策证据管理。 电网业务属于能源专业应用；合作与客户项目价值不等公司收入。",
      "limitation": "本轮已读主营、发布及相关创始人描述；法律主体、实际合同与技术性能未独立核验。保留原始发现审计，不把宣传、客户效益或采购量当收入。"
    },
    {
      "id": "PHYSICAL-CAT-YC31346",
      "companyId": "YC31346",
      "title": "Rudus主营、交付及沿革复核",
      "url": "https://www.ycombinator.com/companies/rudus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "识别建筑图纸的混凝土构件并生成工程量及估价材料。 提高投标数和节省时间是厂商自述，不是独立验证或公司收入。",
      "limitation": "本轮已读主营、发布及相关创始人描述；法律主体、实际合同与技术性能未独立核验。保留原始发现审计，不把宣传、客户效益或采购量当收入。"
    },
    {
      "id": "PHYSICAL-CAT-YC31370",
      "companyId": "YC31370",
      "title": "Dayjob主营、交付及沿革复核",
      "url": "https://www.ycombinator.com/companies/dayjob",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "接入现有ERP，用AI辅助短途货车调度及路线优化。 YC成立栏列2025，但创始人说明2022已开始ERP业务、2025年1月转型；成立主体链未核，year暂留空。",
      "limitation": "本轮已读主营、发布及相关创始人描述；法律主体、实际合同与技术性能未独立核验。保留原始发现审计，不把宣传、客户效益或采购量当收入。"
    },
    {
      "id": "PHYSICAL-CAT-YC31417",
      "companyId": "YC31417",
      "title": "Pairio主营、交付及沿革复核",
      "url": "https://www.ycombinator.com/companies/pairio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过语音、照片、视频和设备手册辅助工厂人员排查故障并沉淀维修知识。 四家德国工厂使用为公司自述，付费和效果未独立核；不据服务工厂归机器人整机。",
      "limitation": "本轮已读主营、发布及相关创始人描述；法律主体、实际合同与技术性能未独立核验。保留原始发现审计，不把宣传、客户效益或采购量当收入。"
    },
    {
      "id": "PHYSICAL-CAT-YC31481",
      "companyId": "YC31481",
      "title": "Saudara AI主营、交付及沿革复核",
      "url": "https://www.ycombinator.com/companies/saudara-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "人工经纪结合AI处理海外工厂采购、报价、质检与物流。 五个月采购$1M+是代采货值，非公司净收入或ARR；40+品牌为自述，收费与付费客户口径未知。",
      "limitation": "本轮已读主营、发布及相关创始人描述；法律主体、实际合同与技术性能未独立核验。保留原始发现审计，不把宣传、客户效益或采购量当收入。"
    },
    {
      "id": "PHYSICAL-CAT-YC31400",
      "companyId": "YC31400",
      "title": "shotwell.ai主营、交付及沿革复核",
      "url": "https://www.ycombinator.com/companies/shotwellai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为机器人遥操作和第一视角数据提供密集语义标注、任务遵循验证与数据质量检查。 应用买家是机器人团队，但交付是训练数据设施；速度宣传未独立复核。",
      "limitation": "本轮已读主营、发布及相关创始人描述；法律主体、实际合同与技术性能未独立核验。保留原始发现审计，不把宣传、客户效益或采购量当收入。"
    },
    {
      "id": "PHYSICAL-CAT-YC35850",
      "companyId": "YC35850",
      "title": "Dreamscale Labs主营、交付及沿革复核",
      "url": "https://www.ycombinator.com/companies/dreamscale-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为机器人模型提供实时云推理、网络与计算优化及部署支持。 40—50%延迟降低等性能为厂商自述，未下载、编译或运行复现；不因此认定机器人整机业务。",
      "limitation": "本轮已读主营、发布及相关创始人描述；法律主体、实际合同与技术性能未独立核验。保留原始发现审计，不把宣传、客户效益或采购量当收入。"
    },
    {
      "id": "TC25-POL-LIST",
      "companyId": null,
      "title": "2025参赛候选名单核对",
      "url": "https://techcrunch.com/2025/12/31/the-10-top-government-legal-startups-from-disrupt-startup-battlefield/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体名单读取",
      "summary": "仅用于发现下列候选；标题数量与正文条目数不一致。",
      "limitation": "标题写10，正文逐项可见11；参赛年不等成立年。业务、日期、收费与主体判断分别引用原始资料。"
    },
    {
      "id": "TC25-POL-APARTI-HOME",
      "companyId": null,
      "title": "Aparti产品与价格",
      "url": "https://www.aparti.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "家庭法律财务计算、资料读取与文档软件；列单席年费$599及多席套餐，法院免费。",
      "limitation": "未核实际交易、币种和公司成立年；示例当事人收入、抚养金额与标价不作公司收入。认证申请不等已获认证。"
    },
    {
      "id": "TC25-POL-APARTI-TERMS",
      "companyId": null,
      "title": "Aparti条款",
      "url": "https://www.aparti.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "Amie为AI辅助文档准备和信息服务，费用不含律师、法院及第三方费用。",
      "limitation": "条款日期不等成立年；软件与文档服务的实际收费和法律主体待核。"
    },
    {
      "id": "TC25-POL-APARTI-ANTLER",
      "companyId": null,
      "title": "Antler Aparti投资介绍",
      "url": "https://www.antler.co/blog/announcing-the-fall-2025-u-s-portfolio-showcase",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构官方介绍",
      "summary": "2025-09-22投资机构列Aparti及Igor Sheremet、Anna Naidis、Ingrid Avendaño团队。",
      "limitation": "投资和展示年不直接证明公司成立年，创始人旧公司业绩不转移。"
    },
    {
      "id": "TC25-POL-APARTI-YEAR-ACCESS",
      "companyId": null,
      "title": "Aparti成立字段获取缺项",
      "url": "https://techindex.law.stanford.edu/companies/aparti",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "原始资料访问缺项",
      "summary": "检索名录有Founded 2025线索，直达未成功；公司LinkedIn读取被robots拒绝。",
      "limitation": "仅保留发现线索，未把检索摘录当全文，尚需可读原始成立资料。"
    },
    {
      "id": "TC25-POL-ASCENDER-HOME",
      "companyId": null,
      "title": "Ascender产品与历史",
      "url": "https://ascendersystems.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "攀爬机器人原型与可留置通信/照明设备；官网记录2022年Deck the Palms原型、2023年Ascender比赛。",
      "limitation": "明确为更早项目沿革，精确法律成立年仍未知；机器人展示与捐赠入口不作付费收入或独立能力评测。"
    },
    {
      "id": "TC25-POL-BOT-HOME",
      "companyId": null,
      "title": "Bot Mediation业务与团队",
      "url": "https://botmediation.com/about/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "AI辅助诉讼双方调解；列Curtis Holdsworth、Darren Fancher联合创始人。",
      "limitation": "团队页面人数不等完整员工数；客户和解或节省费用不等公司收入。"
    },
    {
      "id": "TC25-POL-BOT-TERMS",
      "companyId": null,
      "title": "Bot Mediation早期条款",
      "url": "https://botmediation.com/terms-and-conditions/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "条款标2024-09-25更新，业务在2025前已有公开材料。",
      "limitation": "网页日期不是精确注册日，现合同与实际收入未核。"
    },
    {
      "id": "TC25-POL-BOT-SEC-LEAD",
      "companyId": null,
      "title": "Bot Mediation历史申报线索",
      "url": "https://www.sec.gov/Archives/edgar/data/2020914/000202091424000001/primary_doc.xml",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "监管原始资料访问缺项",
      "summary": "检索可见同名公司2024年申报及Curtis Powell Holdsworth签名；直达Cache miss。",
      "limitation": "只记原始申报检索线索，未声称读完文件；融资发行与募资不等公司经营收入。"
    },
    {
      "id": "TC25-POL-DEPTH-HOME",
      "companyId": null,
      "title": "Depth官网读取缺项",
      "url": "https://www.depth.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "当前网页标题为Consequence Intelligence Infrastructure，但未取得可读正文。",
      "limitation": "不从标题推完整产品或注册日期，另核公司主页。"
    },
    {
      "id": "TC25-POL-DEPTH-PROFILE",
      "companyId": null,
      "title": "Depth公司公开主页",
      "url": "https://www.linkedin.com/company/depthai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "公司页列Founded 2021、depth.ai及St Petersburg；描述物理事件后果建模。",
      "limitation": "公司自述不是独立注册核查；第三方历史年收入估算未导入公司或ARR样本。"
    },
    {
      "id": "TC25-POL-ILIAS-HOME",
      "companyId": null,
      "title": "ILias官网",
      "url": "https://www.iliasai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "数字嗅觉数据与气味技术公司。",
      "limitation": "首页未给精确注册与收入，不以AI或专利宣传推独立性能。"
    },
    {
      "id": "TC25-POL-ILIAS-HISTORY",
      "companyId": null,
      "title": "ILias官方历史",
      "url": "https://www.iliasai.com/pages/history.html",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "列2022年1月Establishment、2023研发及2024研究所企业/迁址事项。",
      "limitation": "研究所、投资与公司成立分开；主体链精确注册未核，所列沿革均早于研究年份。"
    },
    {
      "id": "TC25-POL-JUSTI-HOME",
      "companyId": null,
      "title": "JustiGuide当前官网",
      "url": "https://justi.guide/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "AI移民资料评估和文档准备，独立律师复核；页脚EST. 2026。",
      "limitation": "EST字段可能为当前产品/品牌起点，不直接等公司成立；演示评分、评论数及免费入口不作收入。"
    },
    {
      "id": "TC25-POL-JUSTI-PRESS",
      "companyId": null,
      "title": "JustiGuide官方媒体资料",
      "url": "https://www.justi.guide/press/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官方About条目列Founded 2024，并有2025已参与活动材料。",
      "limitation": "与当前官网EST. 2026语义和沿革需核；不直接选择较新年份入新公司，不把获奖当注册证明。"
    },
    {
      "id": "TC25-POL-ORCH-HOME",
      "companyId": null,
      "title": "Orchestra城市模型官网",
      "url": "https://orchestraos.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "Omniscience城市世界模型及保险/公共安全应用，官网位于Palo Alto。",
      "limitation": "厂商世界模型与自主解决宣传未独立验证；成立年、合同收入未明。"
    },
    {
      "id": "TC25-POL-ORCH-TEAM",
      "companyId": null,
      "title": "Orchestra城市模型团队页",
      "url": "https://orchestraos.com/company",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "公司团队资料可访问，未取得明确成立日期。",
      "limitation": "同名不能自动匹配其他公司；团队展示不当完整员工规模。"
    },
    {
      "id": "TC25-POL-ORCH-YC-DISTINCT",
      "companyId": null,
      "title": "同名Orchestra区分",
      "url": "https://www.ycombinator.com/companies/orchestra",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方公司介绍复核",
      "summary": "YC32167官网为orchestra.ai，主营推理云与小模型优化；本候选orchestraos.com为城市模型。",
      "limitation": "不按名称合并年份、团队、ARR或公司ID，两个业务是否存在关系仍需法律主体证据。"
    },
    {
      "id": "TC25-POL-PONDEROSA-HOME",
      "companyId": null,
      "title": "Ponderosa灭火无人机",
      "url": "https://ponderosa.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "FireSparrow重载无人机与消防员协作、早期火情抑制。",
      "limitation": "合作试验与未来集群愿景不等商用合同或经常性收入。"
    },
    {
      "id": "TC25-POL-PONDEROSA-PROFILE",
      "companyId": null,
      "title": "Ponderosa官方公司主页",
      "url": "https://www.linkedin.com/company/ponderosa-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "自述Founded 2021，域名ponderosa.ai与Chico相符。",
      "limitation": "关联档案和人数范围不当精确团队统计，试飞活动不当付费采用。"
    },
    {
      "id": "TC25-POL-PYTHO-HOME",
      "companyId": null,
      "title": "Pytho当前产品",
      "url": "https://www.pytho.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "AI辅助准备度周期中的计划、演练和评估，列Pytho AI, Inc.。",
      "limitation": "未核实际部署、付费合同或性能；军事采购规模不当公司收入。"
    },
    {
      "id": "TC25-POL-PYTHO-PROFILE",
      "companyId": null,
      "title": "Pytho官网链接的公司主页",
      "url": "https://www.linkedin.com/company/pytho-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官方链接主页介绍准备度软件与pytho.ai，当前读取未见Founded字段。",
      "limitation": "关联8人及2—10范围不作为精确员工数；不从履历或平台更新倒推成立。"
    },
    {
      "id": "TC25-POL-PYTHO-YEAR-ACCESS",
      "companyId": null,
      "title": "Pytho原始成立资料仍缺",
      "url": "https://www.highergov.com/awardee/pytho-ai-inc-439474802/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "第三方发现与访问缺项",
      "summary": "检索有2023成立及登记线索，直达重定向到价格页；未取得政府原始登记。",
      "limitation": "第三方检索不能当已读政府登记或精确注册证据；不将平台价格当Pytho定价。"
    },
    {
      "id": "TC25-POL-SHOTHAWK-HOME",
      "companyId": null,
      "title": "ShotHawk原链接访问状态",
      "url": "https://shothawkai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "报道原链接当前为Coming Soon页面。",
      "limitation": "未当产品正文；另以同域名公司主页核历史，未推断停业。"
    },
    {
      "id": "TC25-POL-SHOTHAWK-PROFILE",
      "companyId": null,
      "title": "ShotHawk公司公开主页",
      "url": "https://www.linkedin.com/company/shothawkai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "自述Founded 2022、Peoria及shothawkai.com。",
      "limitation": "自述与报道2023精确沿革仍有差异，但均早于2025；资金、试点与主动响应宣传不作收入或独立安全验证。"
    },
    {
      "id": "TC25-POL-TORCH-HOME",
      "companyId": null,
      "title": "Torch户外资产监测官网",
      "url": "https://www.torchsystems.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "太阳能多传感器硬件结合AI与监测软件，为公用事业、工业与城市设施识别异常。",
      "limitation": "设备数不是客户数或收入，硬件、部署、持续监测合同需拆分；不与同名医疗软件合并。"
    },
    {
      "id": "TC25-POL-TORCH-PROFILE",
      "companyId": null,
      "title": "Torch公司公开主页",
      "url": "https://www.linkedin.com/company/torchsystems/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "当前直达列Founded 2023，域名torchsystems.com；检索缓存曾列2021。",
      "limitation": "日期缓存与主体沿革差异保留，均在2025前；融资、传感器数量与人员档案不是ARR或完整人数。"
    },
    {
      "id": "TC25-FIN-LIST",
      "companyId": null,
      "title": "2025金融与房地产参赛名单登记",
      "url": "https://techcrunch.com/2025/12/28/the-14-fintech-real-estate-proptech-startups-from-disrupt-startup-battlefield/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体名单读取",
      "summary": "仅作为候选发现入口。",
      "limitation": "逐项按原始资料核业务及年份，参赛年不等成立年；不复制报道业务介绍为独立验证。"
    },
    {
      "id": "TC25-FIN-CLOX-HOME",
      "companyId": null,
      "title": "Clox文档智能",
      "url": "https://clox.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "文档篡改检测、抽取、关系图与金融工作流集成。",
      "limitation": "演示工资、行业欺诈损失与效率百分比不是公司收入；准确率及合规标识未独立验证。"
    },
    {
      "id": "TC25-FIN-CLOX-YEAR",
      "companyId": null,
      "title": "Clox公司公开主页",
      "url": "https://www.linkedin.com/company/clox-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "公司自述Founded 2024，网站clox.ai一致。",
      "limitation": "精确注册未核；公开人数范围和关联档案不当完整团队人数。"
    },
    {
      "id": "TC25-FIN-CYPHR-HOME",
      "companyId": null,
      "title": "Cyphr当前业务",
      "url": "https://www.cyphrai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "为中小企业及资本提供方生成经营准备度评分、资料包与融资匹配。",
      "limitation": "示例企业2019年及政策/债券金额不等Cyphr成立或收入；不能与同名英国设计公司合并。"
    },
    {
      "id": "TC25-FIN-CYPHR-YEAR",
      "companyId": null,
      "title": "Techstars Cyphr名录",
      "url": "https://jobs.techstars.com/companies/cyphr-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资孵化机构名录",
      "summary": "机构名录列founded in 2022，域名cyphrai.com。",
      "limitation": "机构字段不是精确法律登记，当前AI产品上线与公司成立分开。"
    },
    {
      "id": "TC25-FIN-IDENTIFEE-HOME",
      "companyId": null,
      "title": "Identifee银行工作台",
      "url": "https://identifee.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "整合银行核心数据、CRM、业务分析及AI工作流。",
      "limitation": "示例存款、贷款、交易管线与客户收入增长不等平台收入；客户数自述不等合同核验。"
    },
    {
      "id": "TC25-FIN-IDENTIFEE-YEAR",
      "companyId": null,
      "title": "Identifee公司公开主页",
      "url": "https://www.linkedin.com/company/identifee/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "自述Founded 2019，链接identifee.com。",
      "limitation": "第三方历史估算年收入和收购标记未独立核，不导入新公司ARR。"
    },
    {
      "id": "TC25-FIN-KRUNCHER-HOME",
      "companyId": null,
      "title": "Kruncher投资研究工作台",
      "url": "https://kruncher.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "面向私募市场整合内部资料和市场信号，辅助公司跟踪、投资备忘与分析。",
      "limitation": "ACME演示公司及样例财务不属于Kruncher，基金规模、投资标的ARR和预测不导入公司收入。"
    },
    {
      "id": "TC25-FIN-KRUNCHER-YEAR",
      "companyId": null,
      "title": "Kruncher公司公开主页",
      "url": "https://www.linkedin.com/company/kruncher/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "自述Founded 2024，链接kruncher.ai。",
      "limitation": "仅公司自述；总部、团队展示和客户管理资产规模不等收入。"
    },
    {
      "id": "TC25-FIN-LOOTLOCK-HOME",
      "companyId": null,
      "title": "Lootlock家庭游戏消费管理",
      "url": "https://www.lootlock.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "家长设置零花钱、任务奖励、游戏消费限制和支出报告。",
      "limitation": "儿童余额、充值和支出属于客户资金，不是公司收入；当前AI核心用途未专项确认。"
    },
    {
      "id": "TC25-FIN-LOOTLOCK-TERMS",
      "companyId": null,
      "title": "Lootlock历史条款与主体",
      "url": "https://www.lootlock.com/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "2024-11-19条款列Payd Digital DBA Lootlock及Connecticut，网站沿革含lootlock.io。",
      "limitation": "条款日期不是精确注册年；旧业务及DBA关系与新公司成立分开。"
    },
    {
      "id": "TC25-FIN-MUSE-HOME",
      "companyId": null,
      "title": "Muse嵌入式税务AI",
      "url": "https://www.musetax.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "向金融机构提供税务与财务洞察的嵌入式API及平台。",
      "limitation": "客户退税、节税或工资改善不等Muse收入，速度宣传未复测；与其他同名Muse分开。"
    },
    {
      "id": "TC25-FIN-MUSE-YEAR",
      "companyId": null,
      "title": "Muse官方成立沿革",
      "url": "https://www.musetax.com/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网说明两位CPA于2022年2月创立Muse。",
      "limitation": "精确注册与收入底表未核，不把创始人累计从业年数当公司年龄或人数。"
    },
    {
      "id": "TC25-FIN-TICKER-HOME-ACCESS",
      "companyId": null,
      "title": "ticker官网访问缺项",
      "url": "https://tickerapp.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "普通读取返回Content length is too large，未取得可核正文。",
      "limitation": "不把超大响应报错当停业，也不从报道描述确认当前产品或AI技术。"
    },
    {
      "id": "TC25-FIN-TICKER-PROFILE-ACCESS",
      "companyId": null,
      "title": "ticker公司主页访问缺项",
      "url": "https://www.linkedin.com/company/ti-kerapp/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "原始资料访问缺项",
      "summary": "直达robots拒绝；检索有2023线索，未获取可读原始公司字段。",
      "limitation": "不使用镜像冒充原始全文，不把第三方人员或收入估算导入。"
    },
    {
      "id": "TC25-FIN-GENIA-HOME",
      "companyId": null,
      "title": "Genia结构设计与套餐",
      "url": "https://www.genia.design/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "AI辅助结构设计、工程量与计算结果导出；首页同时列按结果交付叙述和月/年信用点套餐。",
      "limitation": "首页套餐与后续创始人按交付收费自述须核当前合同；工程师签章、客户项目价值与套餐价不等公司ARR。"
    },
    {
      "id": "TC25-FIN-GENIA-YEAR",
      "companyId": null,
      "title": "Genia公司公开主页及定价变化",
      "url": "https://www.linkedin.com/company/genia-engineering/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "公司自述Founded 2023；创始人更新称结构设计包交付且工程师收款时收费。",
      "limitation": "相对发布时长不推精确变更日；收入合同及独立性能未核，不与加拿大同名AI咨询公司合并。"
    },
    {
      "id": "TC25-FIN-INVESTWISE-HOME-ACCESS",
      "companyId": null,
      "title": "Investwise原始链接访问缺项",
      "url": "https://www.learninvestwise.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "直达502，未取得官网正文。",
      "limitation": "成立、主体、当前AI主营均未确认；不能把发现文章类别或第三方同名业务直接归入主表。"
    },
    {
      "id": "TC25-FIN-SMARTBRICKS-HOME",
      "companyId": null,
      "title": "Smart Bricks地产智能",
      "url": "https://smart-bricks.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "地产投资发现、承保分析、尽调与持续监测，覆盖机构及个人场景。",
      "limitation": "网页标Illustrative example的资产值、贷款、收益率和投资利润不等公司收入；应用AI宣传未独立评测。"
    },
    {
      "id": "TC25-FIN-SMARTBRICKS-YEAR",
      "companyId": null,
      "title": "Techstars Smart Bricks名录",
      "url": "https://jobs.techstars.com/companies/smart-bricks?l=77",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资孵化机构名录",
      "summary": "机构名录列2024成立并链接smart-bricks.com。",
      "limitation": "投资年与成立分开，融资及地产估值不当收入；人数范围非精确团队数。"
    },
    {
      "id": "TC25-FIN-SOUNDSPACE-HOME",
      "companyId": null,
      "title": "Soundspace当前入口",
      "url": "https://soundspace.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "提供录音、排练、播客等场地会员、预约与空间入口。",
      "limitation": "入口不足以确认AI核心交付或成立年份；同名音响、其他域名音乐企业不能直接合并。"
    },
    {
      "id": "TC25-FIN-SOUNDSPACE-TERMS",
      "companyId": null,
      "title": "Soundspace主体及服务条款",
      "url": "https://soundspace.co/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "条款列SOUNDSPACE LLC、音乐排练预约、订阅及一次性产品，提及sndspc.com。",
      "limitation": "未见明确成立年；场地订阅不自动等AI软件订阅，会员收入与场地合作方分摊未核。"
    },
    {
      "id": "TC25-FIN-SURFAICE-HOME",
      "companyId": null,
      "title": "Surfaice当前交付",
      "url": "https://www.surfaice.pro/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "面向零售地产的租约管理、门店开发Agent、AI辅助人工服务及流程改造。",
      "limitation": "人工服务、实施与软件需按合同拆分，设计施工业务标未来计划不当已交付；客户资本预算及旧雇主业绩不转移。"
    },
    {
      "id": "TC25-FIN-SURFAICE-INVESTOR",
      "companyId": null,
      "title": "Shadow Ventures历史投资公告",
      "url": "https://shadow.vc/blog/announcing-our-investment-in-surfaice",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构原始公告",
      "summary": "2024-12-03投资公告链接surfaice.pro，介绍重复建设项目的AI工作流及人工核验。",
      "limitation": "只能证明更早业务，非精确注册日或独立技术测试；投资款不等收入。"
    },
    {
      "id": "TC25-FIN-UNLISTED-HOME",
      "companyId": null,
      "title": "Unlisted房产平台",
      "url": "https://unlistedhomes.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "展示未挂牌房产、潜在买家联系及业主信息编辑入口。",
      "limitation": "房产估值、历史成交、挂牌或候补数量不是公司收入，模型估值不作已实现交易。"
    },
    {
      "id": "TC25-FIN-UNLISTED-YEAR",
      "companyId": null,
      "title": "Unlisted公司公开主页",
      "url": "https://www.linkedin.com/company/unlistedinc/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "自述2022成立，域名UnlistedHomes.com一致。",
      "limitation": "关联档案与2—10人数范围差异不能当精确员工数，法律登记未核。"
    },
    {
      "id": "TC25-FIN-ZOWN-HOME",
      "companyId": null,
      "title": "Zown地产经纪",
      "url": "https://zownhomes.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "住房购买服务与首付款补助/返佣入口。",
      "limitation": "房产成交额、给买家的补助及经纪毛佣金需分清，不能年化交易额为软件ARR。"
    },
    {
      "id": "TC25-FIN-ZOWN-YEAR",
      "companyId": null,
      "title": "Zown公司公开主页",
      "url": "https://ca.linkedin.com/company/thezown",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "自述Founded 2024，链接zownhomes.com；说明买家补助由赚取佣金支持。",
      "limitation": "地域、合作经纪及返佣后的净额分摊未核，不把员工档案或客户交易数当订阅数。"
    },
    {
      "id": "TC25-BIO-LIST",
      "companyId": null,
      "title": "2025生物技术参赛名单登记",
      "url": "https://techcrunch.com/2025/12/24/the-9-top-biotech-startups-from-disrupt-startup-battlefield/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "媒体名单读取",
      "summary": "仅作为候选发现入口。",
      "limitation": "参赛年不是成立年，业务和阶段另读原始资料；不把生物技术类别直接等同AI公司。"
    },
    {
      "id": "TC25-BIO-CASNX-HOME",
      "companyId": null,
      "title": "CasNx器官工程研发",
      "url": "https://www.casnx.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "在体外供体器官上研发CRISPR处理，官网链接科学出版物及研究合作入口。",
      "limitation": "研究论文、合作和未来器官疗法不当商业收入或获批产品；当前AI核心角色未专项核实。"
    },
    {
      "id": "TC25-BIO-CASNX-YEAR",
      "companyId": null,
      "title": "UF孵化方CasNx沿革",
      "url": "https://innovate.research.ufl.edu/uf-researchers-rewriting-organ-biology-with-revolutionary-transplant-technology/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "大学孵化机构原始介绍",
      "summary": "UF Innovate 2025-08-19介绍其客户公司CasNx于2024年成立。",
      "limitation": "机构介绍不是精确注册核验；基础研究与公司能力、未来临床价值及收入分开。"
    },
    {
      "id": "TC25-BIO-CHIPIRON-HOME",
      "companyId": null,
      "title": "Chipiron MRI与历史里程碑",
      "url": "https://www.chipiron.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "研发超低场MRI，官网自述AI降噪及图像重建，并列2023—2024技术和融资沿革。",
      "limitation": "2026—2028验证、临床与FDA路线图是计划；截至研究日不当已经完成审批。融资、补助不作收入，设备与软件持续收费需拆分。"
    },
    {
      "id": "TC25-BIO-EXACTICS-HOME",
      "companyId": null,
      "title": "Exactics诊断产品",
      "url": "https://www.exacticsbiotech.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "研发家庭诊断工具，官网列原型、团队和大学合作。",
      "limitation": "专利、融资、市场规模与产品研发不是收入；未确认当前AI核心交付或临床性能，不与同名模具企业合并。"
    },
    {
      "id": "TC25-BIO-EXACTICS-YEAR",
      "companyId": null,
      "title": "Exactics公司公开主页",
      "url": "https://www.linkedin.com/company/exactics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "自述Founded 2021，链接exacticsbiotech.com。",
      "limitation": "精确注册日未核；老About链接现跳转团队页，不把旧检索内容当当前全文。"
    },
    {
      "id": "TC25-BIO-AVARA-ACCESS",
      "companyId": null,
      "title": "Avara官网访问缺项",
      "url": "https://avarabio.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "当前仅取得wellness device标题，正文不可读。",
      "limitation": "不据标题确认完整功能、AI作用、销量或医疗验证。"
    },
    {
      "id": "TC25-BIO-AVARA-TERMS-ACCESS",
      "companyId": null,
      "title": "Avara运营者线索与访问缺项",
      "url": "https://avarabio.com/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方条款访问缺项",
      "summary": "检索可见Lumos Strategies OÜ运营者线索，直达正文为空。",
      "limitation": "未将检索摘录当已读条款，需补可读主体链接与AI交付；条款更新日期不是成立年。"
    },
    {
      "id": "TC25-BIO-LUMOS-REGISTRY",
      "companyId": null,
      "title": "Lumos Strategies同名官方登记",
      "url": "https://ariregister.rik.ee/eng/company/17138613",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "官方公司登记",
      "summary": "爱沙尼亚官方登记列Lumos Strategies OÜ注册于2024-12-19，登记号17138613。",
      "limitation": "登记可读，但Avara条款正文空白，尚未以可读官网或登记号完成产品—运营者对应；不按名称直接合并主体，未解读删除公告为已注销。"
    },
    {
      "id": "TC25-BIO-MIRAQULES-HOME",
      "companyId": null,
      "title": "Miraqules止血材料及沿革",
      "url": "https://www.miraqules.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官方介绍止血生物材料及StopBleed，自述2018年起步。",
      "limitation": "当前页夹有模板内容；不当AI模型或临床独立验证，效果倍数、获资助与市场不作收入。"
    },
    {
      "id": "TC25-BIO-NEPHROGEN-HOME",
      "companyId": null,
      "title": "Nephrogen AI筛选研发",
      "url": "https://www.nephrogenbiotech.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "自述AI结合高通量筛选，研发肾脏与胰腺基因递送载体，官网列科研出版物。",
      "limitation": "体外/动物或组织研究不等获批治疗；性能倍数、药企赞助和合作资金不自动等ARR，旧研究及顾问履历与公司交付分开。"
    },
    {
      "id": "TC25-BIO-NEPHROGEN-YC",
      "companyId": null,
      "title": "Nephrogen机构年份与批次",
      "url": "https://www.ycombinator.com/companies/nephrogen",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资孵化机构名录",
      "summary": "YC列Founded 2022、Summer 2020，当前域名一致。",
      "limitation": "年份与批次时序不一致，精确成立链待核；两项均早于2025，不根据2025参赛新增公司。"
    },
    {
      "id": "TC25-BIO-PRAXISPRO-HOME",
      "companyId": null,
      "title": "PraxisPro生命科学商业团队软件",
      "url": "https://www.praxispro.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "为药企及器械团队提供AI角色扮演、准备度认证和教练工作流。",
      "limitation": "客户培训收益和药品销售不是公司收入；不因生命科学买家归药物研发模型，合规及效果宣传未独立核。"
    },
    {
      "id": "TC25-BIO-PRAXISPRO-YEAR",
      "companyId": null,
      "title": "PraxisPro公司公开主页",
      "url": "https://www.linkedin.com/company/praxispro-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "自述Founded 2023，域名praxispro.ai对应，主营商业团队智能。",
      "limitation": "公司自述而非精确登记；模型专用宣传不等独立能力验证，团队范围不填精确人数。"
    },
    {
      "id": "TC25-BIO-REMED-HOME",
      "companyId": null,
      "title": "Reme-D诊断试剂",
      "url": "https://reme-d-inc.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "研发及制造人和动物疾病分子诊断、核酸提取及检测工具。",
      "limitation": "未核AI核心交付；试剂销售、仪器和研究服务收费需拆分，检测人数或社会效益不等收入。"
    },
    {
      "id": "TC25-BIO-REMED-HISTORY",
      "companyId": null,
      "title": "Reme-D早期官方业务记录",
      "url": "https://reme-d-inc.com/reme-d-is-a-winner-in-the-falling-walls-science-venture/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网记Science Summit 2024的Reme-D业务获奖活动。",
      "limitation": "仅证明更早业务沿革，不当精确注册、临床获批或独立性能验证。"
    },
    {
      "id": "TC25-BIO-REMED-YEAR-ACCESS",
      "companyId": null,
      "title": "Reme-D机构年份读取缺项",
      "url": "https://jobs.techstars.com/companies/reme-d",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "机构原始资料访问缺项",
      "summary": "检索有2022成立线索，直达Cache miss。",
      "limitation": "不当完整机构页已读，精确注册及不同地区主体链留缺；范围外以官方2024业务材料补证。"
    },
    {
      "id": "TC25-BIO-SURGICURE-HOME",
      "companyId": null,
      "title": "Surgicure医疗器械",
      "url": "https://www.surgicuretech.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "HORSESHOE气管导管固定器械，官网列Surgicure Technologies, Inc.。",
      "limitation": "当前AI核心角色未确认；医院避免损失、ROI估计及安全宣传不等公司收入，不能从专利或Demo推独立临床效果。"
    },
    {
      "id": "TC25-BIO-SURGICURE-SEC",
      "companyId": null,
      "title": "Surgicure原始发行申报",
      "url": "https://www.sec.gov/Archives/edgar/data/2038291/000203829124000004/xslFormDX08/primary_doc.xml",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "监管原始申报",
      "summary": "发行人Surgicure Technologies, Inc.申报Delaware、2019年组织成立，CIK2038291。",
      "limitation": "发行人自报、未经SEC独立审核；不是募资等于经营收入，不能与英国同名医疗公司合并。"
    },
    {
      "id": "SR25-HOTBOX",
      "companyId": "AI096",
      "title": "Hotbox机构成立、团队及业务介绍",
      "url": "https://speedrun.a16z.com/companies/hotbox",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构名录及公司自述",
      "summary": "Founded 2025，Employees 3，SR006；标题$450K ARR，正文称发布前两周销售$350K ARR及$4M管线。",
      "limitation": "机构转载公司声明，精确注册、人数截至日、财务日历时点、币种及合同底表未独立核验；批次不等成立日。"
    },
    {
      "id": "SR25-HOTBOX-HOME",
      "companyId": "AI096",
      "title": "Hotbox官网交付与收费",
      "url": "https://www.hotbox.app/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网展示社交互动到私信结账、CRM同步与人工接管；客户转化案例和商品结账演示单列。",
      "limitation": "演示订单及客户转化不是公司收入；未核性能、客户独立数据或签约收费。"
    },
    {
      "id": "SR25-ONEGC",
      "companyId": "AI097",
      "title": "OneGC机构成立、团队及业务介绍",
      "url": "https://speedrun.a16z.com/companies/onegc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构名录及公司自述",
      "summary": "Founded 2025，Employees 3，SR007；自述不到三个月超过$1.18M ARR（420K in pilot），50多客户，年订阅法律用量额度。",
      "limitation": "机构转载公司声明，精确注册、人数截至日、财务日历时点、币种及合同底表未独立核验；批次不等成立日。"
    },
    {
      "id": "SR25-ONEGC-HOME",
      "companyId": "AI097",
      "title": "OneGC官网交付与收费",
      "url": "https://onegc.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网提供合同、雇佣和治理的AI平台与律师服务，覆盖事项按月固定收费，特殊事项另报价；FAQ区分OneGC Law和OneGC, Inc.。",
      "limitation": "官网套餐不是实际合同；安全、执照及效果宣传未独立验证，律所服务与软件收入不能自动合并成纯SaaS。"
    },
    {
      "id": "SR25-OMI-HEALTH",
      "companyId": "AI098",
      "title": "Omi Health机构成立、团队及业务介绍",
      "url": "https://speedrun.a16z.com/companies/omi-health",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构名录及公司自述",
      "summary": "Founded 2025，Employees 2，SR006；2000宠物家庭进入等待名单，被折算约$1M estimated ARR；非当前付费合同证据。",
      "limitation": "机构转载公司声明，精确注册、人数截至日、财务日历时点、币种及合同底表未独立核验；批次不等成立日。"
    },
    {
      "id": "SR25-OMI-HEALTH-HOME",
      "companyId": "AI098",
      "title": "Omi Health官网交付与收费",
      "url": "https://omihealth.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "joinomi.com链接导向omihealth.com；年费会员包含血液和唾液检测、兽医支持、AI个性化健康计划与数据跟踪。",
      "limitation": "临床与寿命宣传未独立核；标价、邀请名单及等待人数不是收入，也不当纯软件订阅。"
    },
    {
      "id": "SR25-FIRST-VOYAGE",
      "companyId": "AI099",
      "title": "First Voyage（Momo）机构成立、团队及业务介绍",
      "url": "https://speedrun.a16z.com/companies/first-voyage",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构名录及公司自述",
      "summary": "Founded 2025，Employees 2，SR005；公司自述Momo结合AI宠物和游戏机制，任务完成量及D1留存为使用指标，未列自身收入。",
      "limitation": "机构转载公司声明，精确注册、人数截至日、财务日历时点、币种及合同底表未独立核验；批次不等成立日。"
    },
    {
      "id": "SR25-FIRST-VOYAGE-HOME",
      "companyId": "AI099",
      "title": "First Voyage（Momo）官网交付与收费",
      "url": "https://momoselfcare.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网展示日常反思、睡眠/习惯任务及金币装扮虚拟宠物。",
      "limitation": "任务和虚拟金币不等现金收入；未独立测试AI能力、心理健康效果或留存，未核收费。"
    },
    {
      "id": "SR25-DRS",
      "companyId": "AI100",
      "title": "DRS机构成立、团队及业务介绍",
      "url": "https://speedrun.a16z.com/companies/drs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构名录及公司自述",
      "summary": "Founded 2025，Employees 10，SR007；三款应用合计$1.3M ARR，第二款上线30天达$400K ARR，第一款同里程碑耗时220天。",
      "limitation": "机构转载公司声明，精确注册、人数截至日、财务日历时点、币种及合同底表未独立核验；批次不等成立日。"
    },
    {
      "id": "SR25-DRS-HOME",
      "companyId": "AI100",
      "title": "DRS官网交付与收费",
      "url": "https://teamdrs.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网列Glow照片/视频、Make视频及Glow Web入口，自述共用订阅、归因、数据与运营实验系统。",
      "limitation": "未读取应用商店条款或核账户独立性、应用净收入和实际性能；多个入口不自动当多个独立公司。"
    },
    {
      "id": "SR25-HAMMOCK",
      "companyId": "AI101",
      "title": "Hammock机构成立、团队及业务介绍",
      "url": "https://speedrun.a16z.com/companies/hammock",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构名录及公司自述",
      "summary": "Founded 2025，Employees 5，SR006；公司健康保险与AI辅助办理介绍；创始人旧公司的ARR和融资与Hammock分开。",
      "limitation": "机构转载公司声明，精确注册、人数截至日、财务日历时点、币种及合同底表未独立核验；批次不等成立日。"
    },
    {
      "id": "SR25-HAMMOCK-HOME",
      "companyId": "AI101",
      "title": "Hammock官网交付与收费",
      "url": "https://www.usehammock.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "当前官网为HSA/FSA、wellness及HRA福利管理，AI发现可报支出；FAQ列员工/月模块报价，页脚Voyager HLTH Inc.。",
      "limitation": "账户支出、税务节省和客户预算不是公司收入；临床、税务及合规宣传未独立核，不按旧介绍覆盖当前业务。"
    },
    {
      "id": "SR25-CEDAR",
      "companyId": "AI102",
      "title": "Cedar（招聘网络）机构成立、团队及业务介绍",
      "url": "https://speedrun.a16z.com/companies/cedar",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构名录及公司自述",
      "summary": "Founded 2025，Employees 4，SR006；标题$2.5M contracted rev，正文closed $3M；通过关系访谈和代理扩展推荐招聘。",
      "limitation": "机构转载公司声明，精确注册、人数截至日、财务日历时点、币种及合同底表未独立核验；批次不等成立日。"
    },
    {
      "id": "SR25-CEDAR-HOME",
      "companyId": "AI102",
      "title": "Cedar（招聘网络）官网交付与收费",
      "url": "https://agentcedar.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "getcedar.ai导向agentcedar.com；当前首页仅简述招聘合作与介绍网络，页脚Cedar AI Agents, Inc.。",
      "limitation": "官网细节有限，机构的代理机制仅自述；未核真实付费、合同确认或ARR，与其他同名Cedar公司分开。"
    },
    {
      "id": "SR25-LOOPS-AI",
      "companyId": "AI103",
      "title": "Loops AI（loopsai.com）机构成立、团队及业务介绍",
      "url": "https://speedrun.a16z.com/companies/loops-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构名录及公司自述",
      "summary": "Founded 2025，Employees 21，SR006；软件结合人工部署与优化；客户销售$10M以上，70多客户和试点；CEO自述当前Loops $500K以上ARR。",
      "limitation": "机构转载公司声明，精确注册、人数截至日、财务日历时点、币种及合同底表未独立核验；批次不等成立日。"
    },
    {
      "id": "SR25-LOOPS-AI-HOME",
      "companyId": "AI103",
      "title": "Loops AI（loopsai.com）官网访问缺项",
      "url": "https://loopsai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "当前仅返回Loops标识和电商操作系统标题，未取得功能、定价或条款正文。",
      "limitation": "不能声称官网正文已读；当前功能取机构页公司自述，客户GMV、旧Peak Games退出与公司ARR分开。"
    },
    {
      "id": "SR25-DIRECTORY-ACCESS",
      "companyId": null,
      "title": "Speedrun动态目录读取缺项",
      "url": "https://speedrun.a16z.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "机构名录访问缺项",
      "summary": "静态读取仅返回搜索/筛选外壳；浏览器导航和后续读取连续超时，未取得公司卡片全集。",
      "limitation": "不将定向详情页样本当完整SR005/006/007批次或2025—2026年公司目录；登录完整投资者资料仍未读取。"
    },
    {
      "id": "AGENT-CAT-YC30451",
      "companyId": "YC30451",
      "title": "BluejayAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/bluejay",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "模拟客户对话，测试、监控和评估语音及聊天Agent。 模拟规模与速度为自述；融资、招聘薪资和旧创业利润不是当前收入。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC30515",
      "companyId": "YC30515",
      "title": "Cashew LabsAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/cashew-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "构建用于递归自我改进、可修改界面及模型后训练的工具。 当前简介为工具研发，同页Saffron Health转诊旧发布与现主营分开，不转移旧医疗效果或创始人此前客户收入。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC30549",
      "companyId": "YC30549",
      "title": "AirweaveAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/airweave",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "连接工作应用与私有数据源，为Agent提供可检索上下文、REST/MCP接口。 本轮只读YC，未打开所链接代码或SDK；不把开源宣传当已验证材料或独立性能。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC30606",
      "companyId": "YC30606",
      "title": "AcrelyAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/acrely",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "供企业构建和部署云端或本地语音Agent。 YC当前状态Inactive，停用原因和时间未知，不等依法注销。旧家居服务客服和地产排程发布与当前平台简介分开，六客户不等当前付费或收入。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC30625",
      "companyId": "YC30625",
      "title": "LLM StatsAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/llm-stats",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供模型基准、排行榜和评估服务，帮助比较AI系统表现。 同页保留ZeroEval开发工具旧发布；独立/防污染是机构页自述，未复现测试，不自动给本公司记第三方独立评测级别。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC30626",
      "companyId": "YC30626",
      "title": "ContextFortAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/contextfort",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "记录浏览器Agent动作并对高风险操作及跨站数据泄漏施加控制。 当前简介为浏览器安全，旧建筑图纸审查与RFI发布另属沿革，客户节省工期不作当前收入。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC30646",
      "companyId": "YC30646",
      "title": "HumworkAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/humwork",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过MCP/API将遇到难题的Agent接入实时人类领域专家。 匹配30秒、专业资质及可用性均为自述；专家交易额、旧语音产品分钟数和创始人2021旧创业不归新公司收入。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC30710",
      "companyId": "YC30710",
      "title": "ManufactAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/manufact",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为MCP服务和应用提供云部署、鉴权、测试、监控及发布支持。 页面列原名mcp-use；星标、下载和创始人旧项目金额不等公司收入，本轮未打开代码、运行SDK或核官方推荐宣传。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC30740",
      "companyId": "YC30740",
      "title": "MetisAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/metis",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为生产Agent可靠完成复杂任务提供运行基础设施。 YC状态Acquired，买方、交易金额和独立业务连续性本轮未核；不把被收购当收入或当前仍独立运营。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC30756",
      "companyId": "YC30756",
      "title": "NotteAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/notte",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为Agent提供云浏览器会话、身份、代理、支付和相邻运行环境。 旧Nottelabs名称和工作流发布保留沿革；支付交易额、安全与性能宣传未独立核，不等公司收入。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC30782",
      "companyId": "YC30782",
      "title": "TectoAIAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/tectoai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "帮助企业选择和引入AI工具，评估上线后的行为、合规及治理。 按当前主要买家与治理任务归企业工作，非通用Agent运行时；YC状态Inactive，原因与时间未核，官网读取超时。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC30859",
      "companyId": "YC30859",
      "title": "LocusAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/locus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为Agent提供资金访问、支付权限和支出限制，衔接支付及API工具。 同页Locus Founder是叠加基础设施的经营应用，不新增公司；标价和用户盈利承诺不作已实现公司收入，产品线须拆分。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC30960",
      "companyId": "YC30960",
      "title": "MetorialAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/metorial",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "连接和托管MCP工具，为员工、Agent及AI客户端提供权限治理和追踪。 Magic MCP集成数量、冷启动速度、部署数与可用性均为自述；不把接入量、旧公司项目或客户融资当收入。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC30986",
      "companyId": "YC30986",
      "title": "The HogAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/the-hog",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以统一API提供网页搜索、人员和公司数据、研究、抓取与信号监测。 当前交付为API，旧GTM指挥台作为产品沿革；创始人把别家公司从900K到7M ARR的业绩不归The Hog。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC31200",
      "companyId": "YC31200",
      "title": "Ressl AIAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/ressl-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供自主Agent训练、基准评估及部署平台。 简介较短，训练是否包含独立模型/环境销售未核；W2026批次不等成立年，原Founded 2025保留。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC31206",
      "companyId": "YC31206",
      "title": "Samora AIAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/samora-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "托管多语言呼入/呼出Agent、工作流更新及人工升级接管。 客户无需自建呼叫或工程团队，按当前运营服务归C06；已付费、呼叫量及客户效果为自述，没有自身收入金额，不从用户数或收款改善推ARR。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC31217",
      "companyId": "YC31217",
      "title": "PolymathAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/polymath",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "构建真实工具和应用组成的长期任务模拟环境，用于训练与评估Agent。 Horizon-SWE分数是本公司基准自述，未读方法全文或复现；环境业务不按模型研究者履历直接归基础模型。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC31231",
      "companyId": "YC31231",
      "title": "AnchorheadAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/anchorhead",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "组织领域专家设计原始真实任务，提供定制Agent评测集及评分。 服务型评测不直接当纯软件订阅；基准构建、专家资质及评分质量未独立测试。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC31253",
      "companyId": "YC31253",
      "title": "MavenAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/maven",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过API让语音或聊天Agent在对话中收取卡支付并衔接支付网关。 不按电话客服买家归客服运营服务；支付金额和PCI合规宣传不等收入或已审计安全结论。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC31262",
      "companyId": "YC31262",
      "title": "Talking ComputersAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/talking-computers",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研发面向语音Agent的多模态实时交互模型。 当前官网和YC强调模型研究，同页TC-1/Facility旧应用描述分开；交互性能、类人能力及自主性尚未独立测试。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC31343",
      "companyId": "YC31343",
      "title": "MultiplierAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/multiplier",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "结合机构数据、知识和Agent，为资产管理团队部署股票研究及组合管理平台。 当前面向金融买家，按行业专业应用归C07；WithAI与Multiplier同页沿革保留，客户资产规模不是公司收入，100K以上ARR仅自述且无日历时点。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC31518",
      "companyId": "YC31518",
      "title": "RuntimeAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/runtime",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为金融科技支付、风险及合规团队将SOP转为有权限控制、审批和审计轨迹的Agent。 当前官网/YC以支付及风险运营为主，同页编码Agent旧发布另列沿革；客户Rain估值、节约成本、交易量与创始人旧公司退出不归Runtime收入。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC31557",
      "companyId": "YC31557",
      "title": "Amorphic LabsAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/amorphic-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为Agent统一发现、付费及调用工具、数据、技能和API，并按任务路由到供应商。 Agentmuxer是当前产品名，旧个性化销售Demo业务保留沿革；预存余额、供应商采购与免费额度不当ARR。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC35521",
      "companyId": "YC35521",
      "title": "ORO AIAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/oro-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过购物Agent任务、验证者和动态问题构建电商评测与训练数据。 行业是电商，但当前交付为评测设施，非代运营销售服务；奖励、代币与旧项目吞吐量不当公司经常性收入。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC36016",
      "companyId": "YC36016",
      "title": "PomeradoAgent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/pomerado",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "将网站和旧系统变成托管API/MCP，供Agent接入并管理鉴权和权限。 速度、价格、覆盖范围及自愈效果仅自述，本轮未打开所链接代码或独立复测；创始人过去F500项目不当当前公司客户或收入。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-CAT-YC36777",
      "companyId": "YC36777",
      "title": "Sona8Agent设施初分类与业务沿革复核",
      "url": "https://www.ycombinator.com/companies/sona8",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "用语音Agent访谈员工、整理流程问题，并支持跨部门比较与改进追踪。 按当前买家和访谈任务归企业工作；context layer/基础设施是后续方向，10000次访谈与签约咨询客户不等收入金额。",
      "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。"
    },
    {
      "id": "AGENT-HOME-YC31343",
      "companyId": "YC31343",
      "title": "官网资产管理AI平台及服务",
      "url": "https://www.multiplier.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "机构研究平台结合客户数据、模型、连接与white-glove部署，官网当前定位与YC金融买家一致。",
      "limitation": "连接方和投资人标识不证明实际付费，数据使用许可、法律运营者、报价及收入合同未核。"
    },
    {
      "id": "AGENT-HOME-YC31518",
      "companyId": "YC31518",
      "title": "Runtime当前支付风险运营交付",
      "url": "https://www.runtm.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "当前官网描述支付/风险团队Agent，在客户云中以审批、权限和审计处理业务。",
      "limitation": "客户估值、节省成本与网页转款演示不是Runtime收入；安全及性能宣传未独立验证。"
    },
    {
      "id": "AGENT-HOME-YC31262",
      "companyId": "YC31262",
      "title": "Talking Computers当前交互模型研究",
      "url": "https://talkingcomputers.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网自述隐身期AI研究实验室，研发面向语音Agent的多模态交互模型。",
      "limitation": "类人性和性能前沿为公司宣传，无独立测评；不把同页旧Facility应用直接当当前主营。"
    },
    {
      "id": "AGENT-HOME-YC31206",
      "companyId": "YC31206",
      "title": "Samora托管语音运营",
      "url": "https://samora.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网描述呼叫设计、测试、部署、监控和人工接管，由Samora承担运营环节。",
      "limitation": "客户标识、累计呼叫及性能宣传不等自身收入；当前付费和人工支持成本未独立核。"
    },
    {
      "id": "AGENT-HOME-YC30782",
      "companyId": "YC30782",
      "title": "Tecto官网读取缺项",
      "url": "https://www.tecto.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "官网直达超时，未取得当前正文。",
      "limitation": "不把访问失败当停业证明；YC Inactive状态单列，当前合同及经营状态未知。"
    },
    {
      "id": "MR2-USD",
      "companyId": null,
      "title": "TrustMRR收入字段币种和单位",
      "url": "https://trustmrr.com/docs/api/get-startup",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "平台方法文档",
      "summary": "平台详情接口文档将MRR、近30日和累计收入定义为USD cents。公开展示美元金额按页面取整保留，不把API分单位再次当美元。",
      "limitation": "本轮仅读文档，没有申请密钥或访问认证接口；平台归一币种不证明经营者原始合同币种、净收入或财务审计。"
    },
    {
      "id": "MR2-METHOD",
      "companyId": null,
      "title": "TrustMRR当前同步与资料边界",
      "url": "https://trustmrr.com/faq",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "平台方法说明",
      "summary": "平台重建指标可与支付商后台公式有差异；经营者资料与支付指标分开，失效连接需要重连。",
      "limitation": "不能由已连接或订阅数推出毛利、留存和主体独立性；本轮未取得逐笔支付、全部账户或完整MRR历史。"
    },
    {
      "id": "MR2-ACCESS",
      "companyId": null,
      "title": "TrustMRR公开发现与缓存边界",
      "url": "https://trustmrr.com/llms.txt",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "平台公开访问说明",
      "summary": "官方列公开Markdown详情与固定缓存发现快照；完整筛选分页和深入历史需认证。",
      "limitation": "不声称覆盖全平台；本轮定向三项，公开发现端点在网页工具读取失败，未改用认证或规避访问限制。"
    },
    {
      "id": "MR2-LLM-WEB",
      "companyId": "MR017",
      "title": "LLM Gateway网页快照",
      "url": "https://trustmrr.com/startup/llm-gateway",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "平台支付连接指标及经营者资料",
      "summary": "平台列2025年5月起步、Stripe MRR 78,764及过期连接，最后同步2026-09-07。",
      "limitation": "资料年份为经营者字段，非工商核验；页面现时访问不代表收入现时更新。"
    },
    {
      "id": "MR2-LLM-MD",
      "companyId": "MR017",
      "title": "LLM Gateway公开Markdown财务快照",
      "url": "https://trustmrr.com/startup/llm-gateway.md",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "平台支付连接指标及经营者资料",
      "summary": "MRR 78,764、近30日快照259,539，财务最后同步2026-09-07T02:22:35.854Z，连接已过期；当前日期序列中的零值不当已验证零收入。",
      "limitation": "历史快照、积分充值、订阅及供应商代收/转付未勾稽，不能直接当净收入、利润或当前ARR。"
    },
    {
      "id": "MR2-GOMO-WEB",
      "companyId": "MR018",
      "title": "Gomotion AI网页快照",
      "url": "https://trustmrr.com/startup/iker",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "平台支付连接指标及经营者资料",
      "summary": "平台列2026年7月起步；页面MRR 67,864，标题近30日84,341，最后同步2026-10-30 12:27 PM，未注明时区。",
      "limitation": "未取得独立官网与法律主体；不是同名其他视频/动画公司，资料和订阅数不证明技术效果或付费留存。"
    },
    {
      "id": "MR2-GOMO-MD",
      "companyId": "MR018",
      "title": "Gomotion AI较早Markdown快照",
      "url": "https://trustmrr.com/startup/iker.md",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "平台支付连接指标及经营者资料",
      "summary": "该响应同步2026-10-29T18:27:36.658Z，MRR 67,299、近30日快照83,526；与较晚网页分别保留。",
      "limitation": "公开Markdown为缓存，未与较晚网页同刻；不跨响应拼接数值，不把差异推断成虚报。"
    },
    {
      "id": "MR2-PROMPT-WEB",
      "companyId": "MR019",
      "title": "Promptwise网页快照",
      "url": "https://trustmrr.com/startup/promptwise",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "平台支付连接指标及经营者资料",
      "summary": "平台列2025年12月起步；MRR 65,431、近30日快照94,596，Stripe同步2026-10-30。",
      "limitation": "11—25团队、用户和定位为经营者可编辑资料；不转换为精确人数或独立核验成立。"
    },
    {
      "id": "MR2-PROMPT-MD",
      "companyId": "MR019",
      "title": "Promptwise Markdown及同期口径差异",
      "url": "https://trustmrr.com/startup/promptwise.md",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "平台支付连接指标及经营者资料",
      "summary": "同步2026-10-30T11:20:20.475Z，MRR 65,431，近30日快照94,596；期间表近30日94,095，另列交叉核对。",
      "limitation": "快照与期间表窗口定义未完全对应，不相加、取最大值或用其替代MRR；经营信息和利润率不当支付核验指标。"
    },
    {
      "id": "MR2-LLM-HOME",
      "companyId": "MR017",
      "title": "LLM Gateway当前产品和部署",
      "url": "https://llmgateway.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "多模型API路由、密钥管理、监控与托管/自托管；另列DevPass和Lounge订阅产品。",
      "limitation": "本轮未打开代码或运行网关；演示账单、吞吐和可靠性宣传不作实测或当前收入。"
    },
    {
      "id": "MR2-LLM-TERMS",
      "companyId": "MR017",
      "title": "LLM Gateway运营者与积分计费",
      "url": "https://llmgateway.io/legal/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方条款",
      "summary": "条款自述运营者Polar Lights LLC，路由第三方模型，允许积分/按用量及经常性收费，处理时发生供应商成本。",
      "limitation": "注册时间和主体财务未独立核；条款不证明支付账户全覆盖，也不决定总额或净额确认。"
    },
    {
      "id": "MR2-LLM-PRICE",
      "companyId": "MR017",
      "title": "LLM Gateway API报价与收入拆分",
      "url": "https://llmgateway.io/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方定价",
      "summary": "API页列按token及5%平台费、BYOK免费及企业询价；5%在表中写credit usage、FAQ写买积分，计费触发有歧义。",
      "limitation": "不可把充值总额乘5%反推净收入，或把现时API单项价格解释成历史全部MRR；单项API无订阅与其他订阅产品并列。"
    },
    {
      "id": "MR2-PROMPT-HOME",
      "companyId": "MR019",
      "title": "Promptwise创意软件及月费额度",
      "url": "https://promptwise.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "图像、视频、音频、UGC及流程画布软件；月费带积分与附加额度，当前套餐和平台旧价范围分开。",
      "limitation": "生成结果、模型质量和标价未独立测试或勾稽实际合同；宣传社区人数不作付费人数。"
    },
    {
      "id": "MR2-PROMPT-TERMS",
      "companyId": "MR019",
      "title": "Promptwise官方运营者与聚合模式",
      "url": "https://promptwise.com/terms/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方条款",
      "summary": "条款自述ZeroTen Media Inc运营，部分功能路由第三方模型，软件品牌与模型研发分开。",
      "limitation": "条款生效/更新不是成立日，文尾仍有模板完善提示；未查工商或核全部签约主体，不据条款认定财务独立。"
    },
    {
      "id": "FOLLOWUP-APARTI-YEAR",
      "companyId": "AI104",
      "title": "Aparti公司主页成立字段可读",
      "url": "https://www.linkedin.com/company/aparti-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司自述公开主页",
      "summary": "公司公开主页列Founded 2025，链接aparti.ai，描述家事法律财务自动化。",
      "limitation": "公司自填年份不是工商注册；2—10范围与关联5个账号均不作为精确员工数。"
    },
    {
      "id": "FOLLOWUP-APARTI-HOME",
      "companyId": "AI104",
      "title": "Aparti当前交付与买家",
      "url": "https://www.aparti.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "当前首页面向家事律所，提供收费回收、预付款管理和离婚工作流，另有Amie消费者文档准备产品。",
      "limitation": "旧价格页或旧文档宣传不自动代表当前合同；客户律师费、案件金额和宣传节省不等公司收入。"
    },
    {
      "id": "FOLLOWUP-APARTI-TERMS",
      "companyId": "AI104",
      "title": "Aparti及Amie收费与服务边界",
      "url": "https://www.aparti.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "Amie为文档准备/信息工具，收费不含律师、法院和第三方费用；官网将其列为Aparti消费者试点。",
      "limitation": "条款日期不是成立年；法律与财务效果未独立核，不将软件服务当律所收入或独立法律服务资质。"
    },
    {
      "id": "FOLLOWUP-APARTI-DEALROOM",
      "companyId": "AI104",
      "title": "Aparti公开档案与日期口径",
      "url": "https://app.dealroom.co/companies/aparti_ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公开商业名录",
      "summary": "Dealroom列Launch date Feb 2025，简介另称2025成立；域名及公司主页对应，人员为范围。",
      "limitation": "上线日期、AI生成简介及融资/企业价值不作独立注册或ARR；本轮只读该公开档案。"
    },
    {
      "id": "FOLLOWUP-PAZI-INVESTOR",
      "companyId": null,
      "title": "Pythagora投资方既有业务记录",
      "url": "https://inovo.vc/portfolio/pythagora",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "投资机构官方名录",
      "summary": "投资方Inovo名录列Pythagora、2024 Entry及pythagora.ai域名。",
      "limitation": "投资进入年不等精确注册年，仅补早于2025的业务证据；融资金额不当收入。"
    },
    {
      "id": "FOLLOWUP-PAZI-REDIRECT",
      "companyId": null,
      "title": "Pythagora旧域名导向Pazi",
      "url": "https://www.pythagora.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "原域名当前直接跳转pazi.ai；结合Pazi条款及同一YC页面补业务延续链。",
      "limitation": "域名跳转不是股权或重组文件；保留YC Founded 2026、W2024与2023业务叙述差异，不新增独立公司。"
    },
    {
      "id": "FOLLOWUP-PAZI-OPERATOR",
      "companyId": null,
      "title": "Pazi现运营者与资金口径",
      "url": "https://pazi.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方条款",
      "summary": "条款仍列Pythagora Technologies Incorporated；Cash Balance为内部服务用量，销售回款Payout与余额分开。",
      "limitation": "业务资金、广告容量与销售回款不自动等公司已确认收入；不由10%提现平台费推完整净收入，注册日仍未核。"
    },
    {
      "id": "FOLLOWUP-CAPY-SELLER",
      "companyId": null,
      "title": "Happycapy iOS官方销售方",
      "url": "https://apps.apple.com/us/app/happycapy/id6759722520",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方应用商店资料",
      "summary": "App Store列开发者及销售方TRICKLE PTE. LTD.，订阅和一次性积分包分开，并链接happycapy.ai隐私政策。",
      "limitation": "销售方名称可核，不证明网页全部签约方、集团沿革或独立创业；标价、评分、技能和模型数量不作收入或独立性能。"
    },
    {
      "id": "FOLLOWUP-CAPY-ACRA",
      "companyId": null,
      "title": "Trickle新加坡官方注册记录",
      "url": "https://data.gov.sg/api/action/datastore_search?resource_id=d_72f37e5c5d192951ddc5513c2b134482&q=202542386D&limit=5",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "政府登记原始资料",
      "summary": "ACRA公开接口成功返回唯一记录：UEN 202542386D，TRICKLE PTE. LTD.，2025-09-23注册，Live Company。",
      "limitation": "仅读企业字段，不把注册法人自动等同新创业业务；与Trickle旧团队、产品及其他地区主体的关系仍待核。数据集入口https://data.gov.sg/datasets/d_72f37e5c5d192951ddc5513c2b134482/view。"
    },
    {
      "id": "FOLLOWUP-PYTHO-PRESS-LINK",
      "companyId": null,
      "title": "Pytho官网沿革与采访链接",
      "url": "https://www.pytho.ai/about",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网列当前团队，并直接链接2025-10-27原始采访，补同名主体和文章对应。",
      "limitation": "官网客户及履历宣传不作合同证据；没有从报道团队数填写当前精确人数。"
    },
    {
      "id": "FOLLOWUP-PYTHO-ORIGINAL-YEAR",
      "companyId": null,
      "title": "Pytho起步年份原始采访",
      "url": "https://techcrunch.com/2025/10/27/defense-startup-pytho-ai-wants-to-turbocharge-military-mission-planning-and-it-will-show-off-its-tech-at-disrupt-2025/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网链接的原始采访",
      "summary": "官网链接的创始人采访记2023年起步。",
      "limitation": "为受访者叙述，非注册文件；2025公开亮相不作为新公司成立。"
    },
    {
      "id": "C02-BOUNDARY-YC30474",
      "companyId": "YC30474",
      "title": "RunRL算力设施边界与交付复核",
      "url": "https://www.ycombinator.com/companies/runrl",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过客户提供的模型、提示和奖励函数，提供强化学习后训练。 保留模型训练设施分类；化学任务示例是性能宣传，未复现，也不把旧研究实验室经历当本公司收入。",
      "limitation": "仅据已读当前主营及相关发布分类；未核法律注册、财务底表或实际交付，性能和合作均非独立验证。不把此前项目、客户效果、资产和融资当当前公司收入。"
    },
    {
      "id": "C02-BOUNDARY-YC30491",
      "companyId": "YC30491",
      "title": "Novoflow算力设施边界与交付复核",
      "url": "https://www.ycombinator.com/companies/novoflow",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在诊所及医院的EHR中部署Agent，自动处理医疗运营流程。 从算力设施移为医疗专业应用；旧发布的诊所挽回收入、节省费用与利用率效果不归Novoflow收入，当前部署周期与旧一小时上线说法分开。",
      "limitation": "仅据已读当前主营及相关发布分类；未核法律注册、财务底表或实际交付，性能和合作均非独立验证。不把此前项目、客户效果、资产和融资当当前公司收入。"
    },
    {
      "id": "C02-BOUNDARY-YC30613",
      "companyId": "YC30613",
      "title": "Blank Bio算力设施边界与交付复核",
      "url": "https://www.ycombinator.com/companies/blank-bio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "训练RNA基础模型，研究疾病进展及治疗反应，支持药企临床试验决策。 从算力设施移为行业基础模型；当前官网强调精准肿瘤学，旧RNA序列设计发布保留沿革，开源使用和合作方不等付费收入或临床有效性验证。",
      "limitation": "仅据已读当前主营及相关发布分类；未核法律注册、财务底表或实际交付，性能和合作均非独立验证。不把此前项目、客户效果、资产和融资当当前公司收入。"
    },
    {
      "id": "C02-BOUNDARY-YC30649",
      "companyId": "YC30649",
      "title": "Lilac算力设施边界与交付复核",
      "url": "https://www.ycombinator.com/companies/lilac",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "销售灵活GPU合约，并提供裸机开通、监控、Kubernetes及Slurm运维层。 保留算力设施分类，但不视为纯软件订阅；旧开源调度器发布与当前GPU合约交付分开，潜在客户原有云支出不是Lilac收入。",
      "limitation": "仅据已读当前主营及相关发布分类；未核法律注册、财务底表或实际交付，性能和合作均非独立验证。不把此前项目、客户效果、资产和融资当当前公司收入。"
    },
    {
      "id": "C02-BOUNDARY-YC30717",
      "companyId": "YC30717",
      "title": "Iron Grid算力设施边界与交付复核",
      "url": "https://www.ycombinator.com/companies/iron-grid",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以AI原生数据中心工程为定位，官网介绍电池、风险和复杂系统建模背景。 从算力设施暂移行业专业应用；YC和官网均缺详细产品及合同，不能凭创始人经历推定已售GPU、云推理、保险或工程总包，分类仍需补证。",
      "limitation": "仅据已读当前主营及相关发布分类；未核法律注册、财务底表或实际交付，性能和合作均非独立验证。不把此前项目、客户效果、资产和融资当当前公司收入。"
    },
    {
      "id": "C02-BOUNDARY-YC30744",
      "companyId": "YC30744",
      "title": "SigmanticAI算力设施边界与交付复核",
      "url": "https://www.ycombinator.com/companies/sigmanticai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在VSCode衍生环境中辅助RTL/HDL生成、测试、调试，并连接现有EDA工具。 从算力设施移芯片设计专业应用；首次付费客户、CPU设计与VerilogEval分数仅为发布自述，无收入金额，未独立复现综合或流片结果。",
      "limitation": "仅据已读当前主营及相关发布分类；未核法律注册、财务底表或实际交付，性能和合作均非独立验证。不把此前项目、客户效果、资产和融资当当前公司收入。"
    },
    {
      "id": "C02-BOUNDARY-YC31362",
      "companyId": "YC31362",
      "title": "Discovered Materials算力设施边界与交付复核",
      "url": "https://www.ycombinator.com/companies/discovered-materials",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "使用AI Agent提出候选材料，并结合物理实验研发半导体材料。 从算力设施移材料研发专业应用；同页Matforge旧名保留，创始人此前研究被采纳和旧公司被收购不归本公司收入，材料效果及发现周期未独立核。",
      "limitation": "仅据已读当前主营及相关发布分类；未核法律注册、财务底表或实际交付，性能和合作均非独立验证。不把此前项目、客户效果、资产和融资当当前公司收入。"
    },
    {
      "id": "C02-BOUNDARY-YC32154",
      "companyId": "YC32154",
      "title": "Zomma算力设施边界与交付复核",
      "url": "https://www.ycombinator.com/companies/zomma",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在金融机构既有软件界面中处理交易警报调查、KYC及争议等后台流程。 从算力设施移金融专业应用；试点、OSWorld成绩为公司自述，客户资产管理规模及创始人前雇主交易额和收入不归Zomma收入。",
      "limitation": "仅据已读当前主营及相关发布分类；未核法律注册、财务底表或实际交付，性能和合作均非独立验证。不把此前项目、客户效果、资产和融资当当前公司收入。"
    },
    {
      "id": "C02-BOUNDARY-YC33278",
      "companyId": "YC33278",
      "title": "PRINCEPS算力设施边界与交付复核",
      "url": "https://www.ycombinator.com/companies/princeps",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为数据中心及云算力相关的SLA、GPU残值和停机风险提供保险定价及承保定位。 从算力设施移保险专业业务；客户产业是compute不等交付算力。创始人既往项目金额不归本公司收入，保险保费不能直接当软件ARR。",
      "limitation": "仅据已读当前主营及相关发布分类；未核法律注册、财务底表或实际交付，性能和合作均非独立验证。不把此前项目、客户效果、资产和融资当当前公司收入。"
    },
    {
      "id": "C02-BOUNDARY-YC33573",
      "companyId": "YC33573",
      "title": "hardware intelligence算力设施边界与交付复核",
      "url": "https://www.ycombinator.com/companies/hardware-intelligence",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供芯片波形压缩、仿真及调试工具WaveZip和Wave。 从算力设施移芯片设计专业应用；波形压缩、性能提升与基准优胜均为自述，本轮未读代码或运行工具，不当已验证能力或收入。",
      "limitation": "仅据已读当前主营及相关发布分类；未核法律注册、财务底表或实际交付，性能和合作均非独立验证。不把此前项目、客户效果、资产和融资当当前公司收入。"
    },
    {
      "id": "C02-BOUNDARY-YC34959",
      "companyId": "YC34959",
      "title": "Applied Kinetics算力设施边界与交付复核",
      "url": "https://www.ycombinator.com/companies/applied-kinetics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "按数据中心及能源项目规格组织变压器、开关设备、发电与冷却设备制造及交付。 从算力设施移制造专业业务；AI用于审规格、排产和跟踪订单，不表示主要出售模型调用。报价交期、客户避免的损失和生产网络不当实际收入或纯软件ARR。",
      "limitation": "仅据已读当前主营及相关发布分类；未核法律注册、财务底表或实际交付，性能和合作均非独立验证。不把此前项目、客户效果、资产和融资当当前公司收入。"
    },
    {
      "id": "C02-BOUNDARY-YC35392",
      "companyId": "YC35392",
      "title": "Dydema算力设施边界与交付复核",
      "url": "https://www.ycombinator.com/companies/dydema",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研发个人可穿戴、可编程脑机接口，并采集脑信号数据支持研发。 从算力设施移消费者个人应用；大规模脑数据是研发路径，未见主营训练数据销售证据。计算速度及可用性是愿景，交货与实际收入未核。",
      "limitation": "仅据已读当前主营及相关发布分类；未核法律注册、财务底表或实际交付，性能和合作均非独立验证。不把此前项目、客户效果、资产和融资当当前公司收入。"
    },
    {
      "id": "C02-BOUNDARY-YC36048",
      "companyId": "YC36048",
      "title": "Archgen Labs算力设施边界与交付复核",
      "url": "https://www.ycombinator.com/companies/archgen-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供3D芯片布局、时序、热分析及布线等EDA工具。 从算力设施移芯片设计专业应用；GPU加速是工具实现。自述竞赛排名、热分析速度及GlobalFoundries合作未独立核，2027首次流片是目标，不能记已完成或收入。",
      "limitation": "仅据已读当前主营及相关发布分类；未核法律注册、财务底表或实际交付，性能和合作均非独立验证。不把此前项目、客户效果、资产和融资当当前公司收入。"
    },
    {
      "id": "C02-HOME-YC30717",
      "companyId": "YC30717",
      "title": "IronGrid官网工程定位及缺项",
      "url": "https://www.getirongrid.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网重复AI原生数据中心工程定位，提供创始人建模经历和联系入口，页脚列Iron Grid Solutions, Inc。",
      "limitation": "未见具体产品、签约买家、收费及工程责任；页脚不是工商核验，展示SOC标识不当已核证书。"
    },
    {
      "id": "C02-HOME-YC30613",
      "companyId": "YC30613",
      "title": "Blank Bio当前RNA模型及临床研发定位",
      "url": "https://www.blank.bio/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网描述训练RNA基础模型，并以疾病进展及患者筛选应用支持药企临床研发，提供早期访问入口。",
      "limitation": "合作及融资公告链接未在本轮展开，不把公告标题当收入证据；临床效果、许可及付费未独立核。"
    },
    {
      "id": "C02-FULL-YC30501",
      "companyId": "YC30501",
      "title": "Cartpole模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/cartpole",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "构建用于前沿模型训练的强化学习环境。 现主营为模型训练；同页Jazzberry/Prophet代码查错旧发布保留沿革，不将旧应用直接作当前软件开发主营。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC30503",
      "companyId": "YC30503",
      "title": "Vesence模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/vesence",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供整合邮件、文件、浏览器及多Agent桌面的跨设备工作台。 现官网与YC均为工作台；旧Word合同审查应用单列沿革，按面向使用者的办公交付归C05，非按云电脑实现归算力。创始人音乐版税不归公司收入。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC30605",
      "companyId": "YC30605",
      "title": "Dedalus Labs模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/dedalus-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为Agent提供隔离且跨会话保留文件、软件和状态的计算环境及开发接口。 从算力移Agent运行设施；Dedalus Machines现主营与旧MCP托管发布分开。免费积分不是收入，未读代码或运行SDK。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC30608",
      "companyId": "YC30608",
      "title": "MangoDesk模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/mangodesk",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "构建真实工作流的长期强化学习环境，提供评测及后训练数据生产支持。 保留模型训练设施；旧评测标注平台与专家池并列为沿革，创始人前公司七位数ARR不归MangoDesk。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC30645",
      "companyId": "YC30645",
      "title": "Panels模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/panels",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "组织贡献者采集语音，提供基础语音模型训练及评测数据。 保留训练数据分类，非自研语音模型；贡献者网络规模、覆盖语言与已付费客户不同，未核录音权利及数据质量。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC30647",
      "companyId": "YC30647",
      "title": "Cyberdesk模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/cyberdesk",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过API让开发者在Windows等旧桌面系统运行可学习任务轨迹的Agent。 由算力移Agent设施；医疗是客户场景，不直接当诊所运营商。速度、确定性与生产使用均为自述，旧项目用户量不归本公司。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC30770",
      "companyId": "YC30770",
      "title": "Button Computer模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/button-computer",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研发夹在衣服上的按键语音AI设备，作为手机和电脑的交互伴侣。 从算力移个人应用终端；公开发布不证明量产或交货。延迟和隐私为公司自述，没有运行验证或自身收入。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC30876",
      "companyId": "YC30876",
      "title": "Velum Labs模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/velum-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "监控并执行企业数据栈的数据质量规则，阻止问题数据进入报表。 从算力移企业通用数据工作；OS/infra是定位，已读资料未明确主营模型训练或推理设施，AI能力及具体产品仍需补证。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC30883",
      "companyId": "YC30883",
      "title": "hillclimb模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/hillclimb",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "组织数学等领域专家构建训练数据和RL环境，帮助实验室训练研究型Agent。 保留训练数据设施；合作、人才招募及模型表现仅自述，旧Headstarter用户和创始人履历不归当前公司收入。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC31088",
      "companyId": "YC31088",
      "title": "RunAnywhere模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/runanywhere",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供开放权重模型云端、BYOC、本地及设备侧推理栈与SDK。 保留推理设施；旧设备侧SDK与Wally现主营一并注明。引用Artificial Analysis的速度是公司转述，本轮未独立核榜单或运行测试；免费积分非收入。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC31128",
      "companyId": "YC31128",
      "title": "Cumulus Labs模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/cumulus-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "整合模型路由、缓存、评测、微调及推理引擎，并提供GPU部署资源。 保留模型基础设施；旧多租户资源聚合与现自述Grace GPU栈分开，不由宣传推定自有资产、已付费规模或性能。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC31137",
      "companyId": "YC31137",
      "title": "Luel模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/luel",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "按规格组织多模态数据采集，并许可已完成的训练数据集。 保留训练数据设施；权利清理与交付速度为自述，未逐项审同意书、许可链及实际交付合同。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC31145",
      "companyId": "YC31145",
      "title": "RamAIn模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/ramain",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "培训可操作企业浏览器及桌面应用的AI员工，自动完成跨系统业务任务。 从算力移企业通用工作；买家是运营团队而非主要出售开发者运行环境，多个行业案例不分别新增公司，安全及速度未独立核。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC31164",
      "companyId": "YC31164",
      "title": "Compresr模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/compresr",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供压缩模型上下文的API和面向Agent的代理工具。 保留模型优化设施；开源及压缩倍率为自述，未打开代码或复测精度，不把客户节省的token费用当本公司收入。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC31171",
      "companyId": "YC31171",
      "title": "Overshoot模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/overshoot",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "针对客户硬件与工作负载定制优化推理部署镜像。 保留推理设施；现主营是定制优化，旧实时视觉API发布单列，不能当纯软件订阅。达标付款条件不证明已实现收入或毛利。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC31191",
      "companyId": "YC31191",
      "title": "Traverse模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/traverse",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为企业定制构建并运行模型与推理系统。 保留设施分类但标注服务交付，当前长简介空白、据简介及发布判断；Belvedir创始人提及过去Traverse不直接证明两公司现主体或财务相同。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC31219",
      "companyId": "YC31219",
      "title": "Voxel Energy模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/voxel-energy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为数据中心建设集成太阳能、再利用电池及直流微电网供能系统。 从算力移能源工程专业业务；土地合约、储备电池、原型运行与可售容量不同，不当收入或云推理订阅，原型及稳定供电自述未独立核。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC31223",
      "companyId": "YC31223",
      "title": "Datoric模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/datoric",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为机器人等模型研发定制数据，贯通研究、采集、验证和规模生产。 保留训练数据设施。旧发布称近30日接近七位数收入，但无确切金额、币种或会计区间，不强填数值或年化；创始人2023旧任务收入另分，不归新公司。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC31250",
      "companyId": "YC31250",
      "title": "The Token Company模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/the-token-company",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供剔除冗余上下文的模型输入压缩中间件及API。 保留模型设施；客户采购提升和减少推理成本不是公司收入，速度、精度与偏好实验仅自述，未独立复测。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC31276",
      "companyId": "YC31276",
      "title": "TensorTest模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/tensortest",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为创意Agent提供私有评测、RL任务环境及专家示范与偏好训练数据。 从算力移Agent评测设施；TensorTest原Ritivel，旧医药监管写作应用另列沿革，不将旧药企损失或目标写作效率当现收入；TimelineBench为自建评测未独立核。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC31359",
      "companyId": "YC31359",
      "title": "Twolabs模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/twolabs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "构建可验证RL环境、评测和专有训练数据，面向模型及机器人策略后训练。 现官网与YC一致保留训练设施；旧养老人形机器人Tobi发布单列沿革，不据旧设计推定当前量产、交付或收入。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC31396",
      "companyId": "YC31396",
      "title": "BayMachines模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/baymachines",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在客户本地部署隔离网络的GPU容器，支持本地AI运行与微调。 保留算力设施；行业标签不改变主要交付。CMMC/NIST要求的支持表述不等取得认证，本轮未核合同、真实客户或独立安全结论。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC32130",
      "companyId": "YC32130",
      "title": "Olam Labs模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/olam-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "构建人与模型交互的多Agent模拟环境、竞技场及行为评测。 由算力移Agent评测设施；付费玩家和token使用无收入金额，免费入口与付费叙述须核合同；自建欺骗指标不当第三方能力验证或公司财务判断。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC32133",
      "companyId": "YC32133",
      "title": "Belvedir模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/belvedir",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "将客户运行轨迹转为训练集与RL环境，训练、评测并托管专属模型。 保留训练推理设施；10家使用与成本/性能提升仅自述，不等付费金额。创始人过去Traverse经历不作当前主体合并依据。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC32134",
      "companyId": "YC32134",
      "title": "Parasma模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/parasma",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研发用人类脑细胞进行计算的训练方法及基础设施。 暂保留替代计算设施研究；Doom及token预测仅自述，不把研究目标当可商用GPU替代。创始人旧数字物品市场挂牌额不是本公司收入。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC32259",
      "companyId": "YC32259",
      "title": "screenpipe模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/screenpipe",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "记录企业电脑上的工作上下文，生成可检索记忆、流程文档及自动化线索。 由算力移企业通用工作；可供Agent作为上下文是用途，不直接等模型训练数据销售。开源、星标、可用性和隐私均未在本轮代码/产品实测。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC32517",
      "companyId": "YC32517",
      "title": "Standard Machines模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/standard-machines",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "构建长周期芯片设计任务的RL环境及模型评测，涵盖设计到验证循环。 保留模型训练设施，与直接卖EDA软件分开；形式验证、确定性与物理评分是自述，竞争公司薪资和流片目标不是收入或已实现产品能力。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC32988",
      "companyId": "YC32988",
      "title": "Markov模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/markov",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "采集专业软件使用中的屏幕、鼠标键盘轨迹和标注，供模型实验室训练。 保留数据设施；自述已售15000小时和下载量无售价、币种及收入金额，不由工时反推ARR。全栈训练部署是后续方向，非当前已核交付。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC33051",
      "companyId": "YC33051",
      "title": "Tokenless模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/tokenless",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研究并修复RL环境及评测中的缺陷，减少奖励投机并解释Agent行为。 从算力移Agent评测设施；旧Touchy iPhone助手另列沿革，当前研究定位不证明模型性能或付费使用；旧用户和创始人履历不归收入。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC33054",
      "companyId": "YC33054",
      "title": "Lamb Labs模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/lamb-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研发将模型权重固化到芯片中的专用AI推理硬件。 保留芯片设施；吞吐及能效均为自述，未核物理样片、量产或实测。旧发布预告下周开源不当已公开材料或订阅收入。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC33250",
      "companyId": "YC33250",
      "title": "isoquant模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/isoquant",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供开放模型推理云和API，优化GPU及模型服务性能。 保留推理设施，官网与现YC定位对应；旧Agent FM编码Agent群聊应用分开，旧付费工程师及活跃度不转当前推理收入，页脚Agent FM Inc不等工商已核。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC33738",
      "companyId": "YC33738",
      "title": "CoArena模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/coarena",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "让用户盲评两个电脑操作Agent完成相同任务，形成实时评测和数据。 从算力移Agent评测设施；同页Coasty旧运行产品保留，82.81%及其他成绩仅机构页自述，本轮未查独立榜单。60000收入是发布时累计值，不是MRR/ARR。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC34794",
      "companyId": "YC34794",
      "title": "Petrichor模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/petrichor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为AI团队运行生物实验，返回供模型学习的实验数据。 按主要交付暂保留训练数据设施，非推定自研药物或基础模型；简介短，实际实验、客户、经常性收入和合同待核，不能按纯软件订阅比较。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC35191",
      "companyId": "YC35191",
      "title": "Munito AI模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/munito-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过兼容API提供开放模型推理，允许选择欧洲或美国地区。 保留推理设施；EU隐私默认与零留存均为自述，地区选择分开，不当第三方合规审计。免费额度、创始人旧产品和客户用量不是当前收入。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC35263",
      "companyId": "YC35263",
      "title": "River模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/rivereditor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为知识工作提供跨文件、应用、文档、表格及演示的AI协作工作台。 从算力移办公应用；官网示例Meadow投资者更新内的71400/84200等是演示文件，不归River收入，100000创作者也不等付费用户。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC35265",
      "companyId": "YC35265",
      "title": "Hopper模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/hopper",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "基于客户生产轨迹后训练开放语音模型，并优化及托管实时推理。 保留模型设施；语音业务场景不等替客户运营呼叫中心。模型速度/成本和行业2028预测均自述，前雇主通话量不归Hopper收入。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC36908",
      "companyId": "YC36908",
      "title": "RouterPlus模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/routerplus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "按客户真实流量选模型、汇集需求并让供应商竞争报价，提供统一推理API和备援。 保留推理设施；客户日消息量和峰值容量不是收入，创始人此前Trupeer 4M ARR不归RouterPlus，不能从使用量直接推ARR或利润。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC36974",
      "companyId": "YC36974",
      "title": "Epsilab模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/epsilab-com",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研发真实场景、长期工作流及多人交互的RL模拟环境与评测。 暂保留模型训练设施；简介短，本轮无相关发布正文，主营具体交付、付费和技术有效性继续留缺，不按research lab宣传提高技术等级。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-FULL-YC37566",
      "companyId": "YC37566",
      "title": "The Agentic Data Co.模型设施与当前交付逐项复核",
      "url": "https://www.ycombinator.com/companies/the-agentic-data-co",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "设计并采集用于语音模型训练的音频数据集。 保留训练数据设施；简介短，无相关发布正文，合同、数据权利、客户与收入均待核，未把公司名称当已验证的完整业务能力。",
      "limitation": "读取公开公司页当前简介及附载相关发布，未运行产品、查合同或独立复现性能；机构页内付费使用、客户、数据规模和旧品牌不自动证明当前收入、财务主体或能力等级。"
    },
    {
      "id": "C02-CURRENT-HOME-YC30503",
      "companyId": "YC30503",
      "title": "Vesence现工作台与旧律所应用",
      "url": "https://www.vesence.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "当前官网提供邮件、文件、浏览器和多Agent桌面，面向创始人、工程师及专业团队，支持Office工具。",
      "limitation": "邀请和演示入口不证明已付费；软件、云桌面及服务收入未拆，旧律所应用和个人音乐版税不归当前平台收入。"
    },
    {
      "id": "C02-CURRENT-HOME-YC35263",
      "companyId": "YC35263",
      "title": "River办公工作台与演示财务边界",
      "url": "https://meetriver.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网提供文档、表格、演示及跨应用协作，页面中的Meadow投资者更新和指标表属于产品演示。",
      "limitation": "演示的收入及客户数字不归River，不按演示数字添加收入观测；标价、用户规模与实际合同未勾稽。"
    },
    {
      "id": "C02-CURRENT-HOME-YC33250",
      "companyId": "YC33250",
      "title": "isoquant现推理API与旧Agent FM沿革",
      "url": "https://isoquant.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网当前为开放模型推理，按USD每百万输入/缓存/输出token报价，页脚仍标Agent FM Inc。",
      "limitation": "报价不是收入，SOC 2 in progress不是已认证；旧群聊应用与现推理服务分开，法律注册和收入连续性未独立核。"
    },
    {
      "id": "C02-CURRENT-HOME-YC31359",
      "companyId": "YC31359",
      "title": "Twolabs现后训练设施与旧机器人沿革",
      "url": "https://twolabs.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网明确交付可验证RL环境、评测和训练数据，面向前沿模型与机器人策略，页脚列Twolabs Inc。",
      "limitation": "旧Tobi养老机器人发布不等当前制造业务或量产；自我改进目标不当已实现能力，主体注册及合同未核。"
    },
    {
      "id": "COARENA-REVENUE-LAUNCH",
      "companyId": "YC33738",
      "title": "CoArena公开发布的累计收入及产品边界",
      "url": "https://www.ycombinator.com/launches/T3R-coarena-the-biggest-crowdsourced-benchmark-for-computer-use",
      "publishedAt": "2026-08-22",
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "2026-08-22发布称竞技场两周前上线，累计收入由0到原文$60000；同文称公开竞技场免费，并向实验室提供评测/数据，具体收入来源未拆。",
      "limitation": "原文$未明币种，近两周为相对叙述而非准确会计区间，收入/收款/合同及Coasty贡献未核；不认定MRR或ARR，不以免费入口与收入并存推断虚报。"
    },
    {
      "id": "C04-CAT-YC30354",
      "companyId": "YC30354",
      "title": "Artifact软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/artifact-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为硬件工程提供贯通电气设计、采购、制造、集成与测试的协作环境。 从软件开发移专业工程应用；IDE是交互形式，产出为硬件工程设计。350万美元是融资自述，非收入；创始人旧发动机项目不当当前交付。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30404",
      "companyId": "YC30404",
      "title": "Vybe软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/vybe",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过预置数据集成、SSO及AI组件，让企业构建和发布内部应用。 保留应用生成分类；Plato及Wolfia是创始人此前公司，不能直接并入Vybe主体、成立日或收入。安全宣传和演示应用不证明审计或客户付费。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30411",
      "companyId": "YC30411",
      "title": "cubic软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/cubic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "自动审查PR并以逻辑排序、架构图等界面支持人工代码评审。 保留开发工具；28%提速为自述，客户标识和公开PR链接未独立核付费。试用及优惠价格不作收入。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30477",
      "companyId": "YC30477",
      "title": "Casco软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/casco",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "对Web、API、基础设施及AI系统执行自动安全测试，提供可选人工监督。 保留软件安全测试；覆盖财富500部署、100多客户和default alive为公司自述，不能当直接客户数、收入或现金流已审计；报告支持认证不等已获认证。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30506",
      "companyId": "YC30506",
      "title": "Klavis AI软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/klavis-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供编码及工具使用的长期任务、验证反馈与数据，支持模型后训练。 从编码工具移训练设施；当前YC与官网主张数据交付，旧开源MCP集成发布保留沿革，不把旧集成数当当前付费量。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30523",
      "companyId": "YC30523",
      "title": "Mesmer软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/mesmer",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为工程团队诊断交付瓶颈，并持续实施软件工厂及Agent工作流改进。 保留工程交付分类但注明服务模式；官网团队直接向客户仓库提交改进，非纯自助订阅。旧Cursor for CTOs与现主营分开，客户估值和旧Origin业绩不归公司收入。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30532",
      "companyId": "YC30532",
      "title": "Nimbic AI软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/nimbic-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "随代码提交自动生成和更新内部技术文档。 YC长简介空白，已用官网补当前文档生成交付；示例代码、实时更新动画及演示入口不证明已部署或付费，精度与权限安全未独立核。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30548",
      "companyId": "YC30548",
      "title": "Theorem软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/theorem-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研究更快的程序验证，并用验证反馈支持可靠代码生成及迁移。 保留软件验证分类；训练模型是实现途径，当前买家任务为代码正确性。万倍加速、漏洞发现与安全承诺仅自述，未运行验证器或核独立研究。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30562",
      "companyId": "YC30562",
      "title": "Docket软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/docket",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "按自然语言编写E2E测试，并结合实际用户会话维护测试。 保留质量保障工具；不等代开发完整应用或提供员工外包，测试稳定性及覆盖率为自述，用户会话使用权限未核。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30630",
      "companyId": "YC30630",
      "title": "Lark软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/lark",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为开发团队以自然语言编写并持续运行UI、API及SDK端到端测试。 当前YC和getlark.ai为测试工具，旧uselark.ai计费和账单Agent发布单列；客户账单吞吐、LLM成本及演示测试数不归当前收入，不与其他同名Lark合并。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30634",
      "companyId": "YC30634",
      "title": "Bitrig软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/bitrig",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在真实Xcode项目上辅助构建、模拟、测试及发布原生Swift应用。 保留应用开发分类；旧iPhone开发环境与当前项目工作流分开。创始人过去Apple/Storehouse使用与收购业绩非Bitrig收入，App Store发布不代表自身收入已核。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30675",
      "companyId": "YC30675",
      "title": "BootLoop软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/bootloop",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "根据硬件资料生成嵌入式固件，并在实际硬件上自动测试。 保留软件开发：产出为固件代码，与电路/CAD设计工具分开。SpaceX等旧履历、召回损失和交付速度不当当前客户、收入或独立验证。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30688",
      "companyId": "YC30688",
      "title": "Fulcrum软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/fulcrum",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "用红队Agent诊断RL环境和Agent行为中的缺陷及奖励投机。 从普通编码移Agent评测设施；同页两条近似发布不当两家产品或两份独立证据。诊断能力和可用性仅自述，未运行系统。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30720",
      "companyId": "YC30720",
      "title": "Autosana软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/autosana",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "随代码差异自动生成、维护并运行移动端与Web的E2E测试。 保留测试工具；旧移动QA与2.0移动/Web扩展分开。节省工程时间和客户所属大公司规模不等收入或自身团队规模。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30875",
      "companyId": "YC30875",
      "title": "Veria Labs软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/veria-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "使用Agent持续测试软件漏洞并提供可操作的发现及修复线索。 保留安全测试；CTF经历、漏洞影响及市场传统测试价格不作自身收入。无误报和优于人类等为自述，未对目标运行任何安全测试。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30929",
      "companyId": "YC30929",
      "title": "Radius软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/radiusbrowser",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在浏览器中结合页面、代码及运行上下文，帮助开发者指挥编码Agent。 保留开发工具；同页Inspector旧前端IDE与现Radius定位单列，100倍产出是宣传，未试用或测评，未独立核品牌/法律主体。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30942",
      "companyId": "YC30942",
      "title": "Scott AI软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/scott-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "帮助工程团队在编码Agent执行前比较方案并对齐软件规格。 保留开发协作工具；不是据多Agent实现就归通用运行设施。旧withjuno联系方式保留沿革，客户/前雇主工程规模不当自身收入。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC30954",
      "companyId": "YC30954",
      "title": "Specific软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/specific",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为编码Agent构建应用提供本地开发环境、后端资源及云部署平台。 保留软件开发平台但注明云服务成本；旧自然语言后端发布与现平台范围分开。前雇主支付吞吐和客户每天新建项目不当公司收入。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31046",
      "companyId": "YC31046",
      "title": "Linzumi软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/linzumi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过团队聊天发起、监督和审阅多编码Agent任务，并共享需求及决策。 保留工程协作工具；编码Agent是用户已有执行器，非据聊天功能归客服。免费模型访问、千Agent愿景和创始人旧研究不当付费或已实现规模。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31082",
      "companyId": "YC31082",
      "title": "Quotient Labs软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/quotient-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在编码工具之上优化上下文、工具调用及token使用，降低模型调用成本。 从代码生产移模型优化设施；Fermat’s Last Token是产品名，47%降费与无质量损失为自建测试自述，不是客户ROI已验证或公司收入。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31118",
      "companyId": "YC31118",
      "title": "/dev/fast软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/devfast",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以交互画布呈现代码、差异和Agent轨迹，支持软件设计及审查。 保留开发工具；现Whiteboard、旧Review及Carson办公Agent发布分开，不新增公司或将旧办公使用当现代码工具收入。开源和安全宣传未在本轮代码核验。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31174",
      "companyId": "YC31174",
      "title": "Parameter软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/parameter",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "对应用及基础设施持续执行自动渗透测试并验证漏洞。 保留软件安全测试；原Hex Security名称注明。30多亿美元避免损失是按暴露记录估算的客户风险，非收入或已追回金额，攻击能力未独立运行核验。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31210",
      "companyId": "YC31210",
      "title": "Mendral软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/mendral",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "持续观察并处理CI失败、不稳定测试、构建和发布问题。 保留软件交付工具；发布称15团队使用、其中5家付费，无金额和当前续约证明，不用人数乘标价推ARR。创始人Docker/Dagger经历非当前收入。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31222",
      "companyId": "YC31222",
      "title": "Paradev (formerly Superset)软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/paradev",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供管理多编码Agent、代码评审及远程工作区的桌面IDE。 保留开发环境；Paradev原Superset保留品牌沿革，不与其他同名Superset项目合并。使用工程师雇主标识和下载量不等企业付费客户。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31275",
      "companyId": "YC31275",
      "title": "Polymorph软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/polymorph",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以安全的多形态应用及软件基础设施为定位，具体产品交付尚少。 暂保留软件开发分类，YC主要为团队背景、官网仅简短定位；不把secure或创始人奖项当产品安全与技术水平证明，需继续补具体交付。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31292",
      "companyId": "YC31292",
      "title": "Aurorin CAD软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/aurorin-cad",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "使用自建参数化及B-Rep几何内核与AI交互，提供机械CAD设计软件。 从普通编码移机械设计应用；Claude code比喻不改变CAD产出，运行速度和几何内核优越性仅自述，未测试工程精度或商业合同。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31332",
      "companyId": "YC31332",
      "title": "Stage软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/stage",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "重组代码审查流程，帮助人工和Agent理解并审阅PR。 保留开发工具；Stage、tryluke.dev与stagereview.app在同页出现，精确运营主体未核。免费试用、折扣和五倍速度不作收入。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31380",
      "companyId": "YC31380",
      "title": "Superlog软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/superlog",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "自动安装和维护OpenTelemetry观测，调查故障并提出修复PR。 保留软件运维工具；修复仍需用户合并，不当完全无人运维。创始人此前两家创业及Bluco数百万ARR不归Superlog，自身收入留缺。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31395",
      "companyId": "YC31395",
      "title": "Deep Interactions软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/deep-interactions",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "结合需求、数据及团队协作，构建并交付AI应用。 保留应用开发分类；同日下午交付为自述，平台与代建产品服务须拆合同。客户未落地试点的预算损失不是公司收入。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31458",
      "companyId": "YC31458",
      "title": "Reason Machines软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/reason-machines",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供从任务到PR的云端编码Agent，并与其他Agent及工作工具协作。 保留编码主营，官网仍强调自研编码Agent，旧Ara IDE与一般办公任务分开。22%降费等自述未复测，官网演示的人均AI支出不归收入。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31463",
      "companyId": "YC31463",
      "title": "Armature软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/armature",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "帮助开发工具被编码Agent发现和采用，并提供MCP分析及可用性评测。 从编码移客户与收入运营，按当前主要增长任务分类；不是自研通用编码Agent。官网演示的选择率及会话数不当收入，旧Agent Experience愿景不作已交付基础设施。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31495",
      "companyId": "YC31495",
      "title": "Mentlio软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/mentlio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "分析工程团队AI支出与代码交付关系，并优化模型路由、上下文和提示。 保留工程分析工具，兼有模型优化，需拆产品收入后再比较。减少约30%支出及交付评分为自述，不当独立ROI或收入；前沿实验室定位不直接等模型研发。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC31570",
      "companyId": "YC31570",
      "title": "Rindler软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/rindler",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过Maxxwell桌面界面集中管理多编码Agent会话、状态及编排。 保留开发工具；现Rindler/Maxxwell与旧网站转API发布单列沿革，不用旧通用网页设施标签替代现主营。用户自带执行工具不等平台自研模型。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC32193",
      "companyId": "YC32193",
      "title": "Floracene软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/floracene",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "让医疗运营人员构建并部署连接生产数据且有权限控制的内部工具。 从通用编码移医疗专业应用；首个客户上线4项工具与2000亿美元行业软件支出不是公司收入。HIPAA合规为自述，未核BAA、审计或真实PHI处理。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC32619",
      "companyId": "YC32619",
      "title": "Akon Labs软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/akon-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以GitNexus代码知识图谱为编码Agent提供依赖及执行流上下文，并支持代码审查。 保留代码工程工具；YC短定位Databricks与官网实际图谱说明分开。DeepSWE改进和每次修复成本是公司自建测试，非独立评测或自身收入；开源材料未在本轮打开代码。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC33177",
      "companyId": "YC33177",
      "title": "HyperProbe软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/hyperprobe",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "向运行中的服务插入探针读取故障时变量状态，帮助Agent定位并修复生产问题。 保留软件运维工具；低CPU开销、自动PII脱敏和十分钟修复均自述。文中第三方故障赔付和交易事件不归HyperProbe收入，未对运行服务装探针。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC33838",
      "companyId": "YC33838",
      "title": "Simantic软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/simantic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "构建硬件模拟环境，支持开发者与Agent观察和测试嵌入式固件。 保留软件测试分类：用于固件开发，未见主营模型训练环境。简介短，支持硬件范围、精度和实际合同待核，不据simulation关键词归模型设施。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC35289",
      "companyId": "YC35289",
      "title": "ByteAsk软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/byteask",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为C/C++提供可调用实际工具链的编码、构建、调试和测试Agent。 保留编程工具；汽车/芯片/交易系统是客户场景，不直接变行业设备厂商。编译通过或全部可捕获错误均能捕获为宣传，未运行工具或核性能。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC35292",
      "companyId": "YC35292",
      "title": "Agent Relay软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/agent-relay",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "让不同设备和工具中的Agent相互发消息，并保留可检索的共享会话历史。 从编码应用移通信设施；首要交付是消息连接而非写代码。旧Tailwind八位数ARR是创始人前公司业绩，不能归Agent Relay；setup命令未执行。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-CAT-YC38391",
      "companyId": "YC38391",
      "title": "Boxes.dev软件开发初分类与商业模式复核",
      "url": "https://www.ycombinator.com/companies/boxesdev",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供并行云电脑运行编码Agent，并从桌面、手机及工具入口管理会话。 从编程应用移Agent运行设施；提供运行环境不等自研编码模型。无限并行与自带订阅须核实际配额及合同，使用量、收入及GPU资产未知。",
      "limitation": "当前主营和相关发布节选用于分类；未运行产品、读取代码、验证漏洞、复现实验或核财务底表。自述客户、性能、合规、旧公司收入及演示不当独立核验。"
    },
    {
      "id": "C04-HOME-YC30506",
      "companyId": "YC30506",
      "title": "Klavis当前训练数据与旧MCP沿革",
      "url": "https://www.klavis.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网描述长周期编码任务、程序验证、奖励与打包环境，以及真实工具使用工作流数据，主要交付模型后训练资料。",
      "limitation": "旧MCP集成发布不直接决定现主营，数据许可/质量和合同未核；未执行页面上任何安装或接入步骤。"
    },
    {
      "id": "C04-HOME-YC31463",
      "companyId": "YC31463",
      "title": "Armature增长服务与自助软件拆分",
      "url": "https://armature.tech/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "发现优化由增长工程师共同实施；MCP分析和评测为自助产品，当前主要目标是开发工具被Agent选择和采用。",
      "limitation": "演示选择率、可用性分数和计费流程不作公司收入；各产品合同及收入占比未核，不将服务统称纯订阅。"
    },
    {
      "id": "C04-HOME-YC31458",
      "companyId": "YC31458",
      "title": "Reason Machines现编码Agent及跨Agent协作",
      "url": "https://reasonmachines.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网强调自研编码Agent与其他Agent协同，展示编码PR及其他工作任务，保留以软件构建为核心分类。",
      "limitation": "示例Acme任务、130000人均AI支出及已合并PR是产品演示，不归本公司财务或实际交付。未复测代码能力与安全。"
    },
    {
      "id": "C04-HOME-YC30630",
      "companyId": "YC30630",
      "title": "Lark现测试平台与旧账单产品",
      "url": "https://getlark.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网提供持续UI/API/CLI等测试、开发工具集成及故障证据，页脚标HAMILTON LABS inc。",
      "limitation": "现测试与旧uselark.ai计费产品分开，页脚不是工商核验；演示运行次数、通过率和报告不等独立性能或收入。"
    },
    {
      "id": "C04-HOME-YC30532",
      "companyId": "YC30532",
      "title": "Nimbic官网补足文档生成产品",
      "url": "https://nimbic-ai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网描述连接GitHub仓库、分析代码、生成独立文档库，并随提交更新内部文档。",
      "limitation": "YC长简介为空，官网补产品定位；连接权限、文档准确性、演示更新时间及已付费未独立核验。"
    },
    {
      "id": "C04-HOME-YC31275",
      "companyId": "YC31275",
      "title": "Polymorph短简介及具体交付缺项",
      "url": "https://usepolymorph.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网仅提出安全软件基础设施方向和团队背景、联系入口，暂无可读详细产品和收费说明。",
      "limitation": "安全及软件丰裕定位不足以认定已交付通用平台、具体安全标准或模型能力，保留暂分类及产品缺项。"
    },
    {
      "id": "C04-HOME-YC32619",
      "companyId": "YC32619",
      "title": "Akon GitNexus代码上下文与企业交付",
      "url": "https://www.akonlabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网以代码依赖/调用图、跨仓库影响分析及企业自托管为核心，并有编码Agent、评审及计费入口。",
      "limitation": "速度、DeepSWE及每次修复成本为自建测试，不作独立成绩或收入；本轮未打开代码、方法全文或运行安装命令。"
    },
    {
      "id": "C04-HOME-YC30523",
      "companyId": "YC30523",
      "title": "Mesmer软件工厂服务与工具边界",
      "url": "https://mesmer.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网描述每月识别工程瓶颈，由团队直接在客户代码库提交改进，持续测量和实施。",
      "limitation": "服务人员、软件及月度合作的合同未拆，工程师覆盖与用户反馈不证明付费金额；动画PR和速度展示不是实测。"
    },
    {
      "id": "C10-FULL-YC30430",
      "companyId": "YC30430",
      "title": "Almond机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/almond-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "制造面向真实任务的轮式双臂机器人Axol。 保留实体机器人；Almond与同页Axol产品对应，不新增公司。此前工厂部署经验不等当前设备销量、可靠性验证或收入。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC30434",
      "companyId": "YC30434",
      "title": "Zeon Systems机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/zeon-systems",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "把实验说明转为机器人动作，在既有科学实验室执行工作流。 保留实验室机器人交付；自然语言生成代码是操作方式，不按编程标签归通用编码工具。部署和自主性自述未核，实验数据不直接当主营数据销售。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC30509",
      "companyId": "YC30509",
      "title": "Boost Robotics机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/boost-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "部署移动操作机器人，执行数据中心巡检、维护及远程现场操作。 保留机器人应用；客户产业是数据中心，不等提供云算力。客户节省保险费和SLA损失不是Boost收入，远程人工与自主操作比例待核。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC30511",
      "companyId": "YC30511",
      "title": "Vassar Robotics机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/vassar-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为机器人研发提供无减速器关节及机械臂。 保留机器人部件；旧Navrim入门机械臂发布与现高转矩关节定位分开，200标价不是当前全部产品价或已实现收入，仿真迁移效果未独立核。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC30624",
      "companyId": "YC30624",
      "title": "Verne Robotics机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/verne-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "结合学习控制模型与机械臂部署，为实体作业学习新技能。 保留实体交付；自研控制模型是机器人系统组成，按小时付费不等纯软件订阅。客户使用及几小时学会技能仅自述，无金额或独立性能验证。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC30662",
      "companyId": "YC30662",
      "title": "DeepAware AI (Robotics Center of Silicon Valley)机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/deepaware-ai-robotics-center-of-silicon-valley",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "供应机器人及零件，并支持遥操作数据采集、RL环境和生产部署。 保留机器人硬件主营；DeepAware与Robotics Center品牌沿革注明。简介48/72小时交货表述不一，旧数据中心节能产品不当现主营或收入，实际库存和交货未核。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC30703",
      "companyId": "YC30703",
      "title": "Physical Turing机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/physical-turing",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "部署机器人执行工业巡检和安保，并利用部署数据训练控制智能。 保留机器人部署；同页旧Riff音乐编辑器发布另列沿革，不把音乐应用用户或旧定位转到机器人收入，现实际合同与自主程度待核。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC30712",
      "companyId": "YC30712",
      "title": "Relling机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/relling",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "设计、构建并部署可配置的制造机器人工作单元。 YC长简介为空，relling.co跳转现官网补产品；第一十亿机器人是愿景。六周及节省成本是代表性自述，不作已交付数量、审计毛利或收入。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC30728",
      "companyId": "YC30728",
      "title": "OS3机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/os3",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "制造移动人形机器人，并结合视频动作模型和部署反馈执行实体任务。 保留机器人系统；数据小时是训练输入，不直接当数据销售收入。旧发布预售与秋季交货计划、现简介已部署叙述分开，标价不等销量或实收。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC30928",
      "companyId": "YC30928",
      "title": "Darwin机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/darwin",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研发从示范学习的通用机器人，用于设备装配、安装及维护。 保留实体机器人；现简介首次部署计划2027年初，不能当2026已交付。旧Thesis AI研究发布及Sphere估值/支付量不归当前机器人收入。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC30930",
      "companyId": "YC30930",
      "title": "Cortex AI机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/cortex-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "采集真实工作场景的人类第一视角、机器人轨迹和恢复操作数据，供模型研发。 从机器人制造移训练数据设施；场地收取报酬不是Cortex收入，Carousell估值是创始人旧公司业绩，数据权利、客户及实际交付未独立核。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC30947",
      "companyId": "YC30947",
      "title": "Philon机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/philon",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研发可执行不安全、重复或枯燥任务的开放源码通用机器人。 按当前简介暂保留机器人研究；旧Spatial AI数据集发布单列，不直接当现主营。官网未取得可读正文，开源、量产、合同和自主性未独立核。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC30987",
      "companyId": "YC30987",
      "title": "Lightberry机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/lightberry",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为现有机器人接入语音、交互及动作控制，使用户自然语言配置行为。 保留机器人控制系统，未视为自造硬件。与Unitree等合作、情绪智能和完全自主均自述，产品舞台演示不等持续客户收入。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC30991",
      "companyId": "YC30991",
      "title": "Forge Robotics机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/forge-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为工业机械臂提供视觉感知和控制系统，先从焊接自动化切入。 保留机器人应用；全流程把原材变成零件是路线图，不当已实现所有制造任务。客户返工、人工成本及盈利压力不是公司收入。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC31141",
      "companyId": "YC31141",
      "title": "OctaPulse机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/octapulse",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为鱼场及水产加工提供逐鱼表型测量与视觉数字孪生，机器人单元另在试点选址。 从机器人制造移当前水产专业应用。六位数年合同与付费试点描述的覆盖关系未核，不等已确认收入或ARR；当前机器人试点选址不当已量产，行业规模与客户效益排除。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC31180",
      "companyId": "YC31180",
      "title": "Seeing Systems机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/seeing-systems",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研发并交付模块化自主无人系统样机，面向相关机构客户反馈。 保留实体无人系统；合作方、原型寄送与正式验收采购分开，不据机构名称认定已收款或规模部署；成本与自主性是自述，未核实际系统。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC31224",
      "companyId": "YC31224",
      "title": "Servo7机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/servo7",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在仓库部署机器人，自动卸载散装集装箱等物流作业。 保留实体交付；当前卸柜与旧通用工业机器人发布分开，客户标识不等独立核付费金额，不按吞吐或劳力节省推收入。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC31226",
      "companyId": "YC31226",
      "title": "Libra Robotics机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/libra-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "面向太阳能及数据中心基础设施作业配置并部署机器人。 保留机器人系统但注明按成果交付；太阳能现场作业与数据中心试点分开，不等机器人销售或纯SaaS。十倍部署速度及前期承包商访谈不当收入。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC31232",
      "companyId": "YC31232",
      "title": "Remy AI机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/remy-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "部署可执行灵巧操作的仓库机器人，首先服务电商第三方物流。 保留仓储机器人；模型训练是交付组成，不直接归基础模型或训练数据销售。劳动成本、市场规模、硬件效果及实际合同未独立核。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC31285",
      "companyId": "YC31285",
      "title": "Brumby机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/brumby",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "使用自主无人机放牧，并采集牲畜、牧草和水源等牧场信息。 保留实体无人系统；GrazeMate到Brumby品牌沿革保留，软件与机体来源待核。牧场原人工/直升机费用不是公司收入，不能由管理面积推ARR。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC31325",
      "companyId": "YC31325",
      "title": "Surtr Defense Systems机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/surtr-defense-systems",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供跨硬件的无人系统监测信息融合与操作界面。 从机器人制造移行业软件；ParallaxOS可接不同硬件不代表出售或制造无人机。系统效果、实际客户和合同待核，不记录操作或研发武器的细节。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC31333",
      "companyId": "YC31333",
      "title": "PerfectBit, Inc.机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/perfectbit-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研究面向真实任务的机器人操作及控制学习策略。 从实体设备暂移行业模型研究；现YC和官网均强调策略，未见自造硬件交付。旧验证训练数据发布单列，技术细节隐身，创始人前Meta工作不当当前成果或收入。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC31341",
      "companyId": "YC31341",
      "title": "Most Robotic机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/most-robotic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以通用家庭机器人和物理AI为方向开展机器人研究。 按当前简介暂保留机器人研究；旧Instance成功检测器/评测发布另列，官网403缺项。研究愿景不等已造可售机器人或独立能力证据。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC31366",
      "companyId": "YC31366",
      "title": "Nine Fives机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/nine-fives",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "制造可通过浏览器及API操作的射频测试仪器及配套机架软件。 从机器人移专业电子测试设备；AI-ready指易于自动化，是否AI本身为核心产品待补证。官网标价及售罄不证明销量或实际收入，未接入任何仪器。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC31369",
      "companyId": "YC31369",
      "title": "InLoop Robotics机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/inloop-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "部署机械臂完成仓库拣选、包装和履约，结合远程人工处理失败。 保留机器人作业；付费试点仅自述无金额，100000以上集成项目是客户原方案费用，非本公司收入。吞吐与成功率、人工接管成本未独立核。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC31415",
      "companyId": "YC31415",
      "title": "Synphony机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/synphony",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "部署采摘草莓的机器人，并提供农场分析、数据连接和Agent软件。 保留农业实体交付；California草莓及浆果市场规模、劳动力占比和创始人旧应用用户不归Synphony收入，不凭great margins宣传认定毛利。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC31509",
      "companyId": "YC31509",
      "title": "Rodeo Robotics机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/rodeo-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "结合机器人和人工技师，为车队执行维护，先从集中车场换油切入。 保留机器人实体服务；机器人与人工共同交付，不当纯自主系统。6000亿美元维护市场不是收入，赚取收入同时采数为模式叙述，没有可用金额。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC31569",
      "companyId": "YC31569",
      "title": "Proprio Robotics机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/proprio-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研发用于数据中心建设、维护及退役的机器人。 保留实体机器人；首批维护机器人部署计划2027年第一季，不能按2026成立当年已交付。7万亿美元行业资本开支和岗位缺口不作收入或自身团队。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC32156",
      "companyId": "YC32156",
      "title": "Enact机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/enact",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过真实机器人任务采集失败及恢复示范，生成针对性后训练数据并内部评测。 从机器人制造移训练数据设施；自有内部评测用于验证数据，不等第三方独立评价或机器人销售，恢复效果与付费金额未核。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC32716",
      "companyId": "YC32716",
      "title": "Neuromorphic机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/neuromorphic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在现有湿实验室部署可移动并操作既有设备的实验机器人。 保留实验室机器人系统；通用brain及自然语言接口是系统方向，不能只据brain视为已售通用基础模型。真实自主性、实验安全和合同未独立核。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC33022",
      "companyId": "YC33022",
      "title": "Praxis Robotics机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/praxis-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "组织企业采集第一视角视频、三维及多模态现场数据，供模型实验室训练。 从机器人制造移数据设施；6万可触达工人、五洲及客户企业规模不等公司雇员或收入。真实数据权利、已付费客户及交付质量未独立核。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC33053",
      "companyId": "YC33053",
      "title": "Shiraz AI机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/shiraz-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在代工制造环境部署从人类示范学习新任务的机器人。 保留实体机器人；一次示范学会和不需额外训练为自述，未独立验证泛化。团队Boston Dynamics/Amazon旧项目不是Shiraz客户或收入。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC33349",
      "companyId": "YC33349",
      "title": "Robocurve机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/robocurve",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "构建真实机器人任务基准与评测框架，并发布能力测量。 从机器人制造移评测设施；自称独立评价机构不使其自身技术等级自动变独立测试。官网融资、安装量及第三方模型分数不当其收入。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC35454",
      "companyId": "YC35454",
      "title": "Shepherd Robotics机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/shepherd-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "部署适应多任务的机器人，并集成到数据中心及先进制造工作流。 保留机器人交付；训练数据与模块硬件是系统组成，非自动独立数据收入。客户工厂每年200万人工成本不是本公司收入，现场效果和合同待核。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC35652",
      "companyId": "YC35652",
      "title": "Primordiant机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/primordiant",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研发把科学推理与物理实验结合的通用机器人实验员。 暂保留机器人研究；自然智能类比与发现愿景不等已运行完整实验员，简介短，模型、硬件、产品及收入待核。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC36776",
      "companyId": "YC36776",
      "title": "UXDuck机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/uxduck",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供可适配多类无人载具的操作界面与任务软件。 从实体载具移行业软件；模拟无人机演示不证明制造或售出载具，官网读取失败不当停业依据。实际AI使用、部署及商业合同待补。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC36840",
      "companyId": "YC36840",
      "title": "Axonnic机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/axonnic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "使用可穿戴肌电传感袖采集技能动作数据，并支持训练及迁移机器人策略。 从机器人制造移训练数据设施；机器人不佩戴该袖，硬件是采数工具。官网意向书、试点与发布称袖套出货分别保留，付费试点自述无金额，不把意向当已确认收入。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-FULL-YC38492",
      "companyId": "YC38492",
      "title": "Mantle机器人初分类与实体交付复核",
      "url": "https://www.ycombinator.com/companies/mantle-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为设备及机器人制造商直接提供部署、维修和维护的现场服务。 从机器人制造移专业运维服务；当前简介明确非软件或市场平台，AI是否为交付核心待补证。5000亿美元行业维护支出不是Mantle收入，未提供官网线索。",
      "limitation": "据已读当前主营及相关发布节选分类；未查看源码、运行机器人、测试设备、核合作/部署合同或财务底表。机器人愿景、训练数据量、客户支出和旧项目不当实际收入。"
    },
    {
      "id": "C10-CURRENT-HOME-YC32156",
      "companyId": "YC32156",
      "title": "Enact真实恢复数据及训练交付",
      "url": "https://enact.company/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网描述执行策略、定位失败、生成示范及恢复数据，并用内部评测验证。",
      "limitation": "不等销售机器人或第三方审计，数据许可、合同与恢复效果未核。"
    },
    {
      "id": "C10-CURRENT-HOME-YC33349",
      "companyId": "YC33349",
      "title": "Robocurve评测及研究定位",
      "url": "https://robocurve.org/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网提供机器人能力评测、Inspect Robots及研究，称公共利益公司，并列融资和框架入口。",
      "limitation": "机构独立性、法律形式、开源许可和测试有效性未在本轮独立核；融资不是收入，不导入其他模型成绩为本公司收入或自身被测能力。"
    },
    {
      "id": "C10-CURRENT-HOME-YC36840",
      "companyId": "YC36840",
      "title": "Axonnic数据、传感硬件及试点边界",
      "url": "https://www.axonnic.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网说明用EMG袖、视频和姿态采集示范，再训练机器人；列制造意向书和现场试点，数据权利按合同约定。",
      "limitation": "机器人不用佩戴传感袖；自录演示、意向书与已收款分开，硬件销量、训练服务和数据许可收入未拆。"
    },
    {
      "id": "C10-CURRENT-HOME-YC31333",
      "companyId": "YC31333",
      "title": "PerfectBit现机器人策略研发",
      "url": "https://perfectbit.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网明确在研发执行真实任务的机器人策略，称早期且技术细节未披露。",
      "limitation": "不从创始人履历或旧训练数据发布推当前已售模型/设备，模型范围、注册和财务均待核。"
    },
    {
      "id": "C10-CURRENT-HOME-YC31366",
      "companyId": "YC31366",
      "title": "Nine Fives射频硬件与AI使用缺项",
      "url": "https://ninefives.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网展示射频测试仪器、浏览器/API控制及机架软件，列USD 800及1200等硬件报价。",
      "limitation": "可编程和可被Agent控制不证明AI是核心产品；标价、售罄与交货收入不同，未连接或操作仪器。"
    },
    {
      "id": "C10-CURRENT-HOME-YC30712",
      "companyId": "YC30712",
      "title": "Relling跳转后的制造机器人交付",
      "url": "https://rellingsystems.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "relling.co跳转当前官网，描述预配置、构建和验收后交付制造机器人工作单元，供多任务重配置。",
      "limitation": "上线周期、成本对比和安全均自述，展示为代表性数字，不是已核合同、设备出货或毛利。"
    },
    {
      "id": "C10-CURRENT-HOME-YC31341",
      "companyId": "YC31341",
      "title": "Most Robotic官网访问缺项",
      "url": "https://mostrobotic.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "公开读取工具无法取正文，普通HTTP请求返回403，未取得当前官网内容。",
      "limitation": "未绕过访问限制；不把403当停业或不存在，不据旧Instance发布替代当前官网。"
    },
    {
      "id": "C10-CURRENT-HOME-YC31141",
      "companyId": "YC31141",
      "title": "OctaPulse官网正文缺项",
      "url": "https://www.tryoctapulse.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "公开网页读取无正文；普通HTTP返回200且可提取文本仅OctaPulse名称，未取得产品正文。",
      "limitation": "只能使用YC已读主营和发布，不能把可达空壳当官网完整补证或财务核验。"
    },
    {
      "id": "C10-CURRENT-HOME-YC30947",
      "companyId": "YC30947",
      "title": "Philon官网正文缺项",
      "url": "https://philon.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "网页可达但本轮读取未获得可读正文，仅取得开放源码机器人研究标题。",
      "limitation": "标题不充当产品全文；代码、模型、机器人及交付仍待核，未据访问状态推停业。"
    },
    {
      "id": "C10-CURRENT-HOME-YC36776",
      "companyId": "YC36776",
      "title": "UXDuck官网访问缺项",
      "url": "https://uxduck.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "公开读取工具未能访问官网，未取得可读正文。",
      "limitation": "只按YC当前简介暂分类，网页失败不证明停业或产品无效，未据模拟入口核真实设备部署。"
    },
    {
      "id": "OCTAPULSE-CONTRACT-LAUNCH",
      "companyId": "YC31141",
      "title": "OctaPulse年合同与当前付费试点口径",
      "url": "https://www.ycombinator.com/launches/PUE-octapulse-building-the-autonomous-aquaculture-farms-of-the-future",
      "publishedAt": "2026-02-20",
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "2026-02-20发布自述与Riverence有六位数年合同；当前公司简介自述六位数付费试点。未给准确金额或币种，两者范围和付款情况未核。",
      "limitation": "年合同不是ARR或已确认收入，付费试点的paid不证明全额到账；只记录数量级下界，不重复加总两个叙述，当前软件、相机及未来机器人合同需拆分。"
    },
    {
      "id": "CONSUMER-CAT-YC30314",
      "companyId": "YC30314",
      "title": "Pinch创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/pinch",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供在线会议实时语音翻译、桌面转译及音视频配音。 从创意暂移通用沟通工作，翻译会议是当前重要交付；媒体配音线单列。旧自有会议平台与桌面应用分开，音色/延迟未独立核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30329",
      "companyId": "YC30329",
      "title": "Waffle创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/waffle",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供短视频编辑及模板，供营销或个人制作社交内容。 保留内容工具；简介短，无附载发布，不把模板数当模型能力或收入，独立主体及实际合同待核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30518",
      "companyId": "YC30518",
      "title": "Orchid创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/orchid-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过iMessage提供日程、回复起草及会议预订的个人助理。 保留个人应用；Orchid与旧Zero邮件客户端发布单列，不因旧开源发布认定现助理代码公开。批准后执行和真实可用性未独立核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30569",
      "companyId": "YC30569",
      "title": "Fifth Door创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/fifth-door",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "让用户创建、分享并与他人一起玩游戏。 保留个人娱乐；当前简介以玩和分享为主，不直接当工程应用生成工具。产品短简介、付费规模和AI能力待补证。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30582",
      "companyId": "YC30582",
      "title": "Pingo创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/pingo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过个性化AI对话与实时纠正帮助用户练习外语口语。 保留个人学习应用；2025年7月200000 MRR为历史自述，原文$币种未核，不能当2026当前MRR或支付平台核验。用户、学习效果和增长率非独立验证。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30637",
      "companyId": "YC30637",
      "title": "Design Arena创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/design-arena",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供多模型创作入口与生成结果比较，兼众包设计能力排行榜。 暂保留创意交付，官网现有创作入口与旧设计基准发布并列，不只按旧benchmark标签决定当前收入。Arcada Labs、Intelligence品牌及法律主体边界待核，榜单不当其自身独立能力证明。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30697",
      "companyId": "YC30697",
      "title": "Normal创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/normal",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以硬件设计应用研究为当前定位，旧发布涉及硬件认证自动化。 从创意暂移专业工程，YC长简介空白且官网读取失败，不凭旧Vanta for Hardware发布认定当前仍卖合规工具。认证工时及研究宣传未独立核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30700",
      "companyId": "YC30700",
      "title": "Nozomio创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/nozomio",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "Nozomio官网自述开发Folk个人AI伙伴，另保留Nia开发上下文产品沿革。 从创意移个人应用；当前官网明确Folk AI friend，旧Nia MCP上下文不直接替代现主营。Folk目标页未读，不与同名CRM合并，当前法律主体及合同待核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30737",
      "companyId": "YC30737",
      "title": "Foresight创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/foresight",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "模拟消费者反应，为企业产品及市场决策提供研究。 从消费者应用移企业市场研究；consumer是研究对象不是买家。25倍证据、自述预测能力和客户成本改善不是收入或独立验证。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30759",
      "companyId": "YC30759",
      "title": "Certus AI创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/certus-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "替餐厅处理电话接单、配送、预订及客户问题。 从个人应用移客户运营；餐厅每店损失、订单与行业规模不是Certus收入，创始人旧餐厅及增长业务不归当前公司。零人工与集成能力未独立核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30789",
      "companyId": "YC30789",
      "title": "Interfere创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/interfere",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "持续观察应用问题，帮助工程、产品和设计团队定位根因并跟踪修复。 从创意移软件开发；design指产品团队不是图像生成。官网问题、受影响用户及错误率是演示，不当实际客户或收入，合规标识未独立核证。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30797",
      "companyId": "YC30797",
      "title": "Veritus创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/veritus",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为贷款机构提供跨渠道贷款服务及催收Agent。 从个人应用移金融专业业务；consumer lending描述行业。旧发布提自营买债和全州许可推进，不认定已获全部许可；回收额、贷款总量与公司净收入分开。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30828",
      "companyId": "YC30828",
      "title": "Semiotic创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/semiotic",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "使用AI设计Agent为企业交付落地页等设计作品。 保留创意服务；上线四周78000收入仅历史自述，非软件MRR。旧人类设计工作室与现服务分开，不把同行100000起价当公司已签价。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30861",
      "companyId": "YC30861",
      "title": "Caddy创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/caddy",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过短信提供任务、日程、消息跟进及个性化提醒的个人AI助理。 保留个人应用；旧电脑语音界面与现短信交付单列，前Loom项目不归现客户或收入。长期记忆、主动执行及权限安全未独立核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30885",
      "companyId": "YC30885",
      "title": "Semble创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/semble",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "处理施工图标注、工程量计算、PDF协作和现场工作。 从创意移建筑专业应用；design是工程任务，不等通用视觉创作。简介短，AI使用、交付及具体合同仍待补证。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30910",
      "companyId": "YC30910",
      "title": "Aleph Lab创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/aleph-lab",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在儿童熟悉的游戏中通过AI伙伴进行外语对话练习。 保留个人学习；Minecraft购买和私人教师时薪不是Aleph收入，课程次数与学习提升自述无独立教学评估。儿童资料处理及实际付费未核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30958",
      "companyId": "YC30958",
      "title": "Absurd创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/absurd",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为使用AI的电影团队提供在线制作白板及协作画布。 保留创意交付；旧广告代制与现画布分开，视频播放量不等收入。Kalshi作品并不证明平台订阅或全部制作成本已核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC30966",
      "companyId": "YC30966",
      "title": "Karumi创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/karumi",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在潜在客户视频通话中自动进行个性化产品演示。 从个人应用移客户收入运营；虚拟演示用户和客户错失商机不当公司收入。自动转化与多语言能力未独立核，不据Waymo比喻归实体机器人。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31013",
      "companyId": "YC31013",
      "title": "Rivet创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/rivet-design",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "把设计师对现有产品界面的视觉修改意图转成可审查代码。 从创意移软件开发，产出为产品代码而非一般图片。当前设计探索与旧可直接修改并提交工作流并列，代码质量和实际合并未独立核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31023",
      "companyId": "YC31023",
      "title": "Standard Physics创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/standard-physics",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过数值物理求解器进行流体仿真、设计搜索及建筑实时热控制。 从创意移专业工程；Standard Physics原Inviscid AI，现Reynolds/Archimedes/Inviscid产品线分开。节能、千倍速度和大合同为自述，无收入金额；官网失败留缺。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31140",
      "companyId": "YC31140",
      "title": "CodeWisp创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/codewisp",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "根据自然语言生成并发布可玩的Web游戏代码、结构与素材。 从个人游戏应用移软件生成，主要交付是构建可发布游戏。与面向玩家的娱乐Feed分开，生成速度及市场规模不作收入。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31157",
      "companyId": "YC31157",
      "title": "Drafted创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/drafted",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供住宅空间输入、平面及立面生成和CAD/PDF导出的建筑设计工具。 从一般创意移建筑专业应用；模型研发是产品组成，不直接当通用基础模型供应。1750万融资、用户与平面图生成量非收入，保持原团队快照不擅改。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31192",
      "companyId": "YC31192",
      "title": "SideKit创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/sidekit",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以消费者应用工作室运营Island屏幕时间管理应用。 保留个人应用；工作室与单产品不拆成重复公司。简介短，实际AI能力、付费和主体待核，不将屏幕时间效果直接视为已验证。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31300",
      "companyId": "YC31300",
      "title": "Shofo创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/shofo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "按模型实验室需求检索、筛选并标注视频，交付定制训练数据集。 从创意移训练数据设施；不是面向用户剪辑电影。十亿视频索引和需求示例100000小时不等交付量或收入，公开抓取不自动证明可商用许可。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31302",
      "companyId": "YC31302",
      "title": "Remix创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/remix-3",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "从照片、语音及已连接社交内容生成风格化文章、短视频等素材。 保留创意软件；与同名开发框架等不合并。并行Agent数量、用户社交资料与免费生成不是收入，账号及素材使用权待核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31306",
      "companyId": "YC31306",
      "title": "Martini创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/martini",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为专业AI影视团队提供协作制作、素材管理及成本追踪工作区。 保留行业创作平台，API是同领域交付而非通用运行环境。第三方模型调用费、用户影片预算和自带fal密钥不当公司收入，未运行集成。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31349",
      "companyId": "YC31349",
      "title": "Palette创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/palette-2",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "整合生成、分发及优化流程，为品牌和受众制作互动媒体。 保留创意媒体交付；自我改进及全自动是自述，未核不同产品线现收入，研究者背景不等自研基础模型已发布。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31373",
      "companyId": "YC31373",
      "title": "Atrisa创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/atrisa",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "用Agent构建、调试和自动化模拟电路设计。 从创意移电子工程应用；design不是图片创作，Agent不是通用运行设施。简介短，电路正确性、产品成熟度和合同未独立核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31376",
      "companyId": "YC31376",
      "title": "Light Anchor创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/light-anchor",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "运用Agent运营消费品牌及电商店铺，并提供品牌增长服务。 从个人应用移商业运营；现7品牌与旧旗舰/实验店发布时间分开。每品牌10000预算不是收入，Upwork任务及Sendbird旧工作不归现财务，不能按品牌数推ARR。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31421",
      "companyId": "YC31421",
      "title": "Lamina Labs创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/lamina-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过Simi将提示或文档转为白板讲解视频，提供应用及API。 保留内容生成；基础设施定位不直接等基础模型或通用算力。Simi是产品名不新增公司，速度、语言覆盖和长视频效果未复测，同行制作报价非收入。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31480",
      "companyId": "YC31480",
      "title": "Pops创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/pops",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "让用户发现、玩、改编并分享AI游戏和互动挑战。 保留个人娱乐，创作属于娱乐体验，不与主要导出代码的应用生成平台混同。反应视频、Feed规模与留存未独立核，不作收入。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31524",
      "companyId": "YC31524",
      "title": "AgentPhone创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/agentphone",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为Agent提供可收发消息及通话的电话号码。 从个人应用移通信设施；电信行业规模不是收入。号码身份、真实通话覆盖及权限合规未核，未申请号码或测试发送。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC31572",
      "companyId": "YC31572",
      "title": "GBrain创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/gbrain",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供可独用或团队共享的云端记忆助理，异步执行任务。 暂保留个人应用并标团队双线；简介短，完整记忆、夜间任务与技能为自述，实际可用性、安全和付费买家待核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC32129",
      "companyId": "YC32129",
      "title": "Egoist Machines创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/egoist-machines",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过AI Passport提供个人上下文携带及按应用授权共享，消费者应用作为入口。 从个人助理移上下文设施；官网199可退款预订与2999计划起价不是收入或已交付硬件。设备路线图、个人数据控制和API能力未独立核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC32160",
      "companyId": "YC32160",
      "title": "MusicArena创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/musicarena",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以众包比较评价AI生成音乐及音乐制作。 从创意制作移评测设施；官网仅提取Producer Arena标题，无正文，不能以名称改变推主体或现商业模式。未复现榜单或推断自身独立水平。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC32221",
      "companyId": "YC32221",
      "title": "Grocalo创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/grocalo",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "分析创作者受众并制作、个性化和分发社交内容。 从一般创意移营销运营，按主要增长及分发任务分类。20亿观看、400万新增粉丝及客户原粉丝规模不等Grocalo收入，效果和客户关系未独立核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC32815",
      "companyId": "YC32815",
      "title": "TryNearby创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/trynearby",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为本地餐厅匹配创作者到店拍摄、编辑和发布，并用Agent协调关系。 从个人应用移本地营销运营；120以上付费餐厅及399月费仅自述，不能相乘得到已确认MRR。餐厅营收提升和创始人旧FaZe/消费应用ARR不归公司。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC34134",
      "companyId": "YC34134",
      "title": "Voyager创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/voyager",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供面向视频、音乐、游戏及图形制作的模型与创意工具控制工作台。 保留创意产品，harness是实现形式而非自动归通用Agent基础设施。Moda旧用户量与本产品付费分开，未打开代码或运行100多工具集成。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC35260",
      "companyId": "YC35260",
      "title": "OpenCrawl创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/opencrawl",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为Agent发现来源并构建、托管抓取处理及定制搜索索引。 从个人搜索移开发设施；面向开发者MCP/CLI/API，不据personalized词认定个人应用。来源权利、准确度、性能与当前合同未独立核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC35356",
      "companyId": "YC35356",
      "title": "Raven创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/sintem",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研发可让Agent跨手机应用执行任务的个人手机体验。 保留个人交互终端；一人团队为旧YC快照，未核量产、出货或实际硬件形态，自动执行及减少屏幕时间是宣传。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC35950",
      "companyId": "YC35950",
      "title": "Resin Technologies创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/resin-technologies",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供电子原理图、元件与封装生成、布线及制造导出的ECAD工具。 从创意移电子工程；Codex比喻不改变产出为PCB设计，零件价格与物料清单不是公司收入。兼容和设计可靠性未独立测试。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC37467",
      "companyId": "YC37467",
      "title": "Cyclon创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/cyclon",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "研发以AI为界面、可执行手机及后台任务的手机系统体验。 暂保留消费者终端；不凭phone名认定自研量产硬件。简介短，真实系统能力、设备出货、主体和付费待核。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC37732",
      "companyId": "YC37732",
      "title": "Hundred创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/hundred",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为消费电子制造商提供受控成像及自动外观缺陷检测系统。 从个人应用移工业质量检测；consumer指下游电子产品。450亿美元缺陷损失与小于100微米能力自述不是收入或独立检测证据，未操作仪器。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC37997",
      "companyId": "YC37997",
      "title": "Phone Harness创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/phone-harness",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "让自带Agent控制本地或托管iPhone/Android的界面、输入及屏幕读取。 从个人手机应用移Agent运行/控制设施；不是自研基础模型。已读官网链接仓库、许可证及源码入口，网页/raw缓存版本不一不拼成固定版本，未运行、授权设备或验证可靠性。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-CAT-YC38127",
      "companyId": "YC38127",
      "title": "DeepMark创意及消费者初分类与交付复核",
      "url": "https://www.ycombinator.com/companies/deepmark",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在AI语音中嵌入可读身份标记，并解析到可验证身份记录。 从个人应用移身份设施；音频是身份载体而非创作产品。水印跨电话存活和防冒充能力自述未独立测试，认证记录与财务审计无关。",
      "limitation": "当前主营及相关发布节选用于分类；未核实际使用、法律主体、合同或财务底表。性能、客户效果、融资、行业规模和旧项目不当收入或独立能力验证。"
    },
    {
      "id": "CONSUMER-HOME-01",
      "companyId": "YC30700",
      "title": "Nozomio当前Folk定位",
      "url": "https://www.nozomio.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网自述产品实验室，正开发帮助个人专注的Folk AI friend。",
      "limitation": "Folk目标页未取得，旧Nia与现Folk产品线分开，不与同名CRM合并或推现收入。"
    },
    {
      "id": "CONSUMER-HOME-02",
      "companyId": "YC30697",
      "title": "Normal官网访问缺项",
      "url": "https://www.normal.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "公开读取工具无法取得当前官网正文。",
      "limitation": "YC当前定位为硬件设计应用研究、旧发布是硬件认证自动化，两者不强行当同一现交付；不据失败推停业。"
    },
    {
      "id": "CONSUMER-HOME-03",
      "companyId": "YC30789",
      "title": "Interfere生产问题分析软件",
      "url": "https://interfere.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网描述应用监控、问题根因及修复跟进，并有SDK、CLI和开发者入口。",
      "limitation": "页面错误率、受影响用户、工单及认证展示不当实测或已审计收入；未连接客户应用。"
    },
    {
      "id": "CONSUMER-HOME-04",
      "companyId": "YC31023",
      "title": "Standard Physics官网访问缺项",
      "url": "https://standardphysics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "公开读取工具无法取得当前官网正文。",
      "limitation": "只据已读YC现主营及旧Inviscid发布暂分类，不把失败当无产品或收入，未运行求解器。"
    },
    {
      "id": "CONSUMER-HOME-05",
      "companyId": "YC30700",
      "title": "Folk目标页访问缺项",
      "url": "https://folk.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "Nozomio官网指向的Folk目标页本轮未能取得正文。",
      "limitation": "以Nozomio自述保留个人伙伴线索，不能由域名猜运营实体、上线时间或收入。"
    },
    {
      "id": "CONSUMER-HOME-06",
      "companyId": "YC30582",
      "title": "Pingo当前学习应用与历史收入边界",
      "url": "https://pingo.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网提供口语练习、个性化记忆及Pingo Pro试用后订阅，页脚列Pingo AI, Inc。",
      "limitation": "800万学习者与评价均宣传，不等付费数；官网未补历史MRR币种或2026当前收入，主体注册未独立核。"
    },
    {
      "id": "CONSUMER-HOME-07",
      "companyId": "YC30828",
      "title": "Semiotic官网访问缺项",
      "url": "https://semiotic.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "本轮公开读取工具未取得当前官网正文。",
      "limitation": "收入仅据2025发布自述，不把旧案例站或其他同名公司直接当现合同主体；当前收入未知。"
    },
    {
      "id": "CONSUMER-HOME-08",
      "companyId": "YC32815",
      "title": "TryNearby官网正文缺项",
      "url": "https://trynearby.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "公开页未返回可读正文。",
      "limitation": "用已读YC介绍及发布保留商业模式；不能把空壳当已读当前报价或合同底表。"
    },
    {
      "id": "CONSUMER-HOME-09",
      "companyId": "YC30637",
      "title": "DesignArena创作入口及评测双线",
      "url": "https://www.designarena.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网当前可生成网站、图像、视频及文档，并提供比较与排行榜，页脚为DesignArena by Intelligence。",
      "limitation": "没有各线收入占比，不仅据旧众包基准强定收入模式；品牌/法律主体与自述全球使用规模未独立核。"
    },
    {
      "id": "CONSUMER-HOME-10",
      "companyId": "YC32160",
      "title": "MusicArena官网正文缺项",
      "url": "https://musicarena.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官网访问缺项",
      "summary": "本轮仅取得Producer Arena页面标题，无可读正文。",
      "limitation": "不把标题或名称变化当主体对应、已读方法或当前收入；YC音乐基准发布单列。"
    },
    {
      "id": "CONSUMER-HOME-11",
      "companyId": "YC37997",
      "title": "Phone Harness本地与托管设备",
      "url": "https://phone-harness.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网提供自带Agent控制本地或托管手机，并直接链接公开仓库，标MIT许可及Phone Harness Inc。",
      "limitation": "本地工具与云设备是不同交付，租用/许可费用未核，未申请账号、执行安装或控制任何设备。"
    },
    {
      "id": "CONSUMER-HOME-12",
      "companyId": "YC32129",
      "title": "AI Passport上下文与未来硬件",
      "url": "https://ego.ist/",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方资料",
      "summary": "官网提供按应用授权的个人上下文层，并将Domovoy列为研发中，199可退款预订和2999计划起价分开。",
      "limitation": "订金、未来价格与已确认收入不同，未核数据权利或隐私安全，不能按硬件愿景认定当前量产。"
    },
    {
      "id": "CONSUMER-INCOME-PINGO",
      "companyId": "YC30582",
      "title": "Pingo公开发布经营口径",
      "url": "https://www.ycombinator.com/launches/O6R-pingo-ai-ai-companion-that-helps-you-learn-languages",
      "publishedAt": "2025-08-03",
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "2025年7月自述MRR为原文$200000，发布时称累计30万用户。",
      "limitation": "币种、精确财务日和2026当前收入未核，MRR非当月收款，用户不当付费数。"
    },
    {
      "id": "CONSUMER-INCOME-SEMIOTIC",
      "companyId": "YC30828",
      "title": "Semiotic公开发布经营口径",
      "url": "https://www.ycombinator.com/launches/Okf-semiotic-ai-design-firm",
      "publishedAt": "2025-11-04",
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "发布称上线四周实现原文$78000收入，明确AI设计服务公司模式。",
      "limitation": "四周累计服务收入不等月度经常性MRR，不年化为ARR；币种、收入确认及现主体未核。"
    },
    {
      "id": "CONSUMER-INCOME-TRYNEARBY",
      "companyId": "YC32815",
      "title": "TryNearby公开发布经营口径",
      "url": "https://www.ycombinator.com/launches/Src-trynearby-every-local-business-needs-to-be-discoverable-that-150b-market-is-moving-toward-local-creators",
      "publishedAt": "2026-08-17",
      "accessedAt": "2026-10-30",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "发布称120以上付费餐厅，399月费服务包含本地创作者到店拍摄、编辑和发帖。",
      "limitation": "月费与用户数不能直接相乘视为已确认MRR；免费/折扣、实际实收、创作者报酬和支持成本未核，旧公司ARR和餐厅销售提升排除。"
    },
    {
      "id": "CONSUMER-PHONE-REPO",
      "companyId": "YC37997",
      "title": "Phone Harness官方链接公开仓库",
      "url": "https://github.com/ShawnPana/phone-harness",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方公开代码材料",
      "summary": "官网直接链接该公开仓库，README描述本地及托管设备接口与限制。",
      "limitation": "仅材料可访问，不执行README安装指令；星标和Sponsor段落不是收入，未核云服务可靠性或安全。"
    },
    {
      "id": "CONSUMER-PHONE-SOURCE",
      "companyId": "YC37997",
      "title": "Phone Harness公开控制接口源码",
      "url": "https://github.com/ShawnPana/phone-harness/blob/main/src/phone_harness/helpers.py",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方公开代码材料",
      "summary": "源码文件和raw入口可读，包含设备操作、屏幕读取等接口包装；查看了文件开头及接口节选。",
      "limitation": "GitHub网页与raw缓存行数不同，未钉同一commit，不能拼成固定版本或代码审计；未运行或连接设备，不推可用率。"
    },
    {
      "id": "CONSUMER-PHONE-LICENSE",
      "companyId": "YC37997",
      "title": "Phone Harness公开MIT许可",
      "url": "https://github.com/ShawnPana/phone-harness/blob/main/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-30",
      "kind": "公司官方公开代码材料",
      "summary": "许可证正文可读，标MIT及2026作者版权。",
      "limitation": "许可证可访问不证明全部依赖/托管服务许可、法律主体、成立或独立性能；不复制或执行项目。"
    },
    {
      "id": "SALES-CAT-YC30362",
      "companyId": "YC30362",
      "title": "Ambral客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/ambral",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "汇总客户互动和活动，识别续约、流失及扩展机会并执行客户管理任务。 保留客户运营；数亿美元归因扩展收入是客户成果，非Ambral收入。旧Wonder估值、创始人旧项目用户和被收购经历不归当前财务。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC30476",
      "companyId": "YC30476",
      "title": "Nomi客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/nomi",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "依据销售通话及企业话术，在实时通话中提供表达、提问和异议建议。 保留销售工具；客户从100000到360000及成交率提升是效果自述，非公司收入。同行50月费不当Nomi实收，转录与安全未核。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC30642",
      "companyId": "YC30642",
      "title": "Orange Slice客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/orange-slice",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过AI生成的TypeScript列和数据连接，丰富销售线索并运行GTM研究。 保留销售数据工具；可写代码是实现形式，不直接归通用编码。推荐客户500每月是转介支出承诺，不当收入或已实现分成；数据权利和当前报价未核。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC30721",
      "companyId": "YC30721",
      "title": "Knowlify客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/knowlify",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为企业制作广告视频并提供Meta投放管理，成品经人工审查。 保留营销服务；官网明确旧自助讲解视频应用仅向现客户开放，新客户为广告代理。每周25成品、90天退款条件非收入，媒体费用与服务收费分开。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC30732",
      "companyId": "YC30732",
      "title": "Humoniq客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/humoniq",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为航空及交通企业处理电话、邮件和聊天支持，并衔接旅行系统完成请求。 保留客户运营；Flightfox旧业务2200万/2500万年收入不同叙述均非Humoniq收入。替代外包与全天自动化仅自述，不推实际付费或毛利。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC30739",
      "companyId": "YC30739",
      "title": "Quotain客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/quotain",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以真实交易、CRM与过往通话构建AI买家，供销售人员模拟练习和教练评分。 保留销售赋能；模拟买家不是模型训练数据供应或实际客户成交。免费练习、评分效果和客户规模无收入金额。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC30822",
      "companyId": "YC30822",
      "title": "Lapis客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/lapis",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "创建、发布并优化付费广告、落地页和归因分析。 保留营销运营；旧AI搜索可见性分析发布与现广告引擎分开。1500团队、30企业和20倍提升为自述，不等收入；赞助结果与模型渠道实际接入未独立核。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC30844",
      "companyId": "YC30844",
      "title": "Uplane客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/uplane",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "生成广告及配套落地页，并结合CRM/ERP分配跨渠道预算及优化营销。 保留营销运营；客户ROAS提升和预算优化不是公司收入，替代代理宣传不证明所有人员已被软件替代或相应毛利。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC30989",
      "companyId": "YC30989",
      "title": "Bluma客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/bluma",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供短视频广告生成、UGC样式、模板及节点画布编辑工作流。 从营销运营移创意制作，官网和新版发布重编辑与素材产出，未见替客户管理媒体预算。旧28k MRR为模糊时点自述，币种未给，不当当前平台MRR或ARR。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC31051",
      "companyId": "YC31051",
      "title": "Corvera客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/corvera",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "整合分销及零售数据，为消费品品牌生成每日销售行动、外联及跟进。 保留销售功能，旧后勤库存应用与现销售切入分开。客户250000机会、2000万品牌销售和7倍替代分析师效果非Corvera收入，620万融资及同行35亿也排除。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC31117",
      "companyId": "YC31117",
      "title": "Cignara客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/cignara",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为大型B2C企业自动处理语音/聊天销售、支持及遗留系统工作流。 保留客户运营；全收入周期和LG等使用为自述，不把客户销售提升当收入。B2C是客户业务类型，不等消费者个人应用。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC31203",
      "companyId": "YC31203",
      "title": "Sitefire客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/sitefire",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "识别影响品牌AI可见性的内容，并生成和执行面向Agent的营销动作。 保留营销；AI流量、品牌客户和顶线增长不作自身收入。工具内容能供Agent使用不等主营通用开发设施，自动效果未独立核。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC31207",
      "companyId": "YC31207",
      "title": "Caretta客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/caretta",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在销售实时通话中回答产品问题及异议，并更新组织知识库。 保留销售工具；Slack入口与记忆为交付方式，不按通用聊天或模型研究分类。录音权利、效果和合同未独立核。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC31263",
      "companyId": "YC31263",
      "title": "Veriad客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/veriad",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为企业广告提供策略、预算、创意审核、投放、优化及跨渠道衡量。 保留营销运营，旧AI compliance officers与现adOS分开，不仅据旧合规标签归通用GRC。展示100000媒体预算和客户广告支出不等公司收入；合规不是已核法律意见。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC31455",
      "companyId": "YC31455",
      "title": "tday.com客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/tdaycom",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "从软件产品及代码变更生成品牌营销内容，并发布、衡量表现。 保留营销闭环而非代码工具；8.3%点击率及未来付费投放为发布自述，不当实际收入或已完成投放能力。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC32136",
      "companyId": "YC32136",
      "title": "Palisade客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/palisade",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在在线市场为访问者配置个性化销售Agent，辅助发现、购买及后续互动。 保留销售运营；270万以上GMV是客户市场成交额，不是Palisade收入或ARR，不从总额推抽成。用户游标和记忆能力未独立运行核。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC32171",
      "companyId": "YC32171",
      "title": "LemonLime客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/lemonlime",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为小企业找线索、起草外联及品牌内容，并提示销售营销机会。 保留GTM当前定位；旧通用流程自动化发布单列。点击发送仍由用户执行，不把自动化愿景当完全无人经营或自身收入。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC32220",
      "companyId": "YC32220",
      "title": "COACH客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/ai-coach",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "分析面对面销售录音，将有效做法转为组织知识和个性化辅导。 保留销售赋能；法国前五企业与数千销售使用、转化提升为自述，无收入金额。销售员创造的业绩不是平台收入，未核录音授权或效果。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC33342",
      "companyId": "YC33342",
      "title": "Nex客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/nex",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "构建并部署Agent执行线索、资格、CRM、预测和收入跟进等大批量工作。 保留当前收入工作流，旧通用高容量定位与现主营分开。咖啡价格比喻、1000集成和产能不作实际标价、可用性或收入。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC36279",
      "companyId": "YC36279",
      "title": "Native客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/native",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以内部Norn预测营销想法，并生成、安排及发布企业社交内容和广告。 保留营销应用；Norn是内部决策模型，API仍属后续方向，不当基础模型销售。官网三年前经营/转向与YC2026成立冲突；200万ARR口径及起算待核，不入同期。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC37273",
      "companyId": "YC37273",
      "title": "Frontrunner客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/frontrunner",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "让GTM团队构建并运行账户研究、外联、CRM更新及入站资格Agent。 保留专业销售工作台；harness与Cursor比喻不单独决定通用开发分类。使用闭环、销售归因和客户管线不是公司收入。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC37863",
      "companyId": "YC37863",
      "title": "Kiwi客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/kiwi",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为GTM团队维护数据、上下文、连接和技能，使Agent输出可追溯到SQL及快照。 保留销售数据任务；自我改进与SQL引用不等输出准确性已核。实际买家、数据权利、收费与外包人工比例待补。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-CAT-YC37998",
      "companyId": "YC37998",
      "title": "Adside.ai客户收入运营交付与口径复核",
      "url": "https://www.ycombinator.com/companies/adsideai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供广告研究、素材、分析及投放Agent，并可由人工专家托管广告账户。 保留营销；官网自助和人工管理双线，与旧纯AI代理发布分开。50每Demo是报价非已收收入，旧HireSweet400万/前公司出售/同行营收不归Adside。",
      "limitation": "只据当前简介及相关发布节选；未运行产品、核客户合同、投放账户或财务。客户收入/机会、广告预算、GMV、融资与前公司业绩不归本公司收入。"
    },
    {
      "id": "SALES-HOME-01",
      "companyId": "YC30721",
      "title": "Knowlify代理交付及退款条件",
      "url": "https://knowlify.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网明确广告制作与Meta投放由团队交付、成品人工检查；旧自助讲解视频应用仅向已有客户开放，新客户为代理服务。",
      "limitation": "媒体支出单列；90天保证以书面协议为准，不等无退款风险或已确认收入，未核人工/模型成本与真实客户。"
    },
    {
      "id": "SALES-HOME-02",
      "companyId": "YC37998",
      "title": "Adside自助及人工托管双线",
      "url": "https://adside.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网AI Agency按品牌收费，另有人工专家管理服务，后者10%媒体支出且最低3500每月。",
      "limitation": "价格不等实际收入；媒体预算不是平台净收费，软件290/月或190/月年付与人工托管不可混为同质SaaS。"
    },
    {
      "id": "SALES-HOME-03",
      "companyId": "YC30822",
      "title": "Lapis现广告引擎与旧分析沿革",
      "url": "https://www.trylapis.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网当前从素材、落地页到投放和衡量，区分自助与托管，列Basic 99/月等报价。",
      "limitation": "报价、1500营销团队和客户结果不是收入，旧AI搜索分析与现投放模式分开，实际渠道能力未核。"
    },
    {
      "id": "SALES-HOME-04",
      "companyId": "YC31263",
      "title": "Veriad现adOS及旧合规发布",
      "url": "https://www.veriad.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网当前覆盖广告策略、预算、创意审查、活动优化和衡量，保留合规检查作为一环。",
      "limitation": "标识及示例100000媒体计划不当付费客户或收入，未独立审合规意见或合作关系。"
    },
    {
      "id": "SALES-HOME-05",
      "companyId": "YC30989",
      "title": "Bluma短视频编辑与营销边界",
      "url": "https://www.getbluma.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网描述概念到成品短视频、素材、可复用模板和编辑流程，面向品牌、代理及创作者。",
      "limitation": "广告是内容用途，未见主要代管媒体预算；未把旧MRR自述当当前平台数据，模型成本及许可未核。"
    },
    {
      "id": "SALES-HOME-06",
      "companyId": "YC36279",
      "title": "Native营销产品与运营者",
      "url": "https://native.no/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网描述自动生成发布及广告，列Native AS组织号930324787，付费客户2200以上及套餐额度。",
      "limitation": "用户、广告效果和报价不推收入；单页Agency套餐399与正文499口径并存，按合同核，不倒推历史ARR或毛利。"
    },
    {
      "id": "SALES-HOME-07",
      "companyId": "YC36279",
      "title": "Native旧经营及转向与2026成立冲突",
      "url": "https://native.no/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网回顾三年前学生时期经营小公司，并称曾有1600用户但付费不足5、后改变产品及销售对象；页脚为同一Native AS组织号。",
      "limitation": "回顾不是精确法律成立日；旧业务、新产品、2026 YC自述及法律主体关系未充分核。官网7人与原YC6人不直接改作实测团队。"
    },
    {
      "id": "SALES-HOME-08",
      "companyId": "YC36279",
      "title": "Native条款运营主体与软件范围",
      "url": "https://native.no/terms-and-conditions",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "条款称Native AS，组织号930324787；服务为B2B营销SaaS，第三方模型用于生成，Norn用于聚合信号下的想法排序。",
      "limitation": "条款更新2026-08-11不是公司成立日，未独立核法律注册、全部账户或收入确认；模型API未来方向与现产品分开。"
    },
    {
      "id": "SALES-NATIVE-REGISTRY-GAP",
      "companyId": "YC36279",
      "title": "Native组织号政府接口读取缺项",
      "url": "https://data.brreg.no/enhetsregisteret/api/enheter/930324787",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "政府登记资料访问缺项",
      "summary": "按官网组织号访问挪威企业登记公开接口；网页读取失败，普通HTTP请求被对端重置，未取得登记正文。",
      "limitation": "没有取得登记成立/注册日期，不猜2022或其他年份；不把访问失败当无登记或停业，只保留官网沿革与YC时间冲突。"
    },
    {
      "id": "SALES-LAUNCH-BLUMA",
      "companyId": "YC30989",
      "title": "Bluma原始发布收入或交易边界",
      "url": "https://www.ycombinator.com/launches/Osw-bluma-the-ai-short-form-content-engine",
      "publishedAt": "2025-11-20",
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "发布称四周从0到28k MRR，未给币种、精确截至日或当前收入。",
      "limitation": "旧发布页显示2025-11-20，正文可更新；新2026发布称beta无付费墙，两时点分别保留，不把差异直接推虚报。"
    },
    {
      "id": "SALES-LAUNCH-NATIVE",
      "companyId": "YC36279",
      "title": "Native原始发布收入或交易边界",
      "url": "https://www.ycombinator.com/launches/Vdd-native-artificial-intuition-for-marketing",
      "publishedAt": "2026-10-13",
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "Norn发布自述内部使用产品后六个月达到原文$2M ARR，超过2000企业使用。",
      "limitation": "发布展示2026-10-13，准确财务截至日、起算与新旧业务收入合并范围待核；官网沿革和2026成立冲突，不进入两年新公司同期比较。"
    },
    {
      "id": "SALES-LAUNCH-PALISADE",
      "companyId": "YC32136",
      "title": "Palisade原始发布收入或交易边界",
      "url": "https://www.ycombinator.com/launches/Sjq-palisade-personalized-sales-agents-for-online-marketplaces",
      "publishedAt": "2026-08-14",
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "发布称从批次开始带来原文$2.7M以上GMV。",
      "limitation": "GMV为客户市场交易量，佣金、退款、确认收入和币种未核，不当Palisade收入或ARR，不反推抽成。"
    },
    {
      "id": "OTHERTAG1-CAT-YC30423",
      "companyId": "YC30423",
      "title": "neoncoral当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/neoncoral",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "目前未见可读业务说明，产品和交付待核。 YC现主营为空，官网仅stealth联系及天使来自哪些公司，移待分类。Figma等标识不是自身客户、AI能力或创意产品证据，不因资料缺项推停业/零收入。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC30433",
      "companyId": "YC30433",
      "title": "The Robot Learning Company当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/the-robot-learning-company",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供机器人开发套件及面向重复固定工序的机器人平台。 保留实体机器人。2025发布低于一万双臂为报价目标/自述，非收入或全成本；当前公开DK1与旧通用工人愿景分期，遥操作/录制示例不等自主生产已达标。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC30441",
      "companyId": "YC30441",
      "title": "stratify当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/stratify",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "招募调研参与者、动态访谈并整理用户研究洞察。 从创意移客户研究。上传图片/视频是受测材料非主打生成媒体；数百万参与者网络不是付费客户，客户节省和传统焦点小组报价不归公司收入。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC30498",
      "companyId": "YC30498",
      "title": "Alkali当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/alkali",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为钢结构企业估算工程量、搜索图纸并生成材料与细化信息。 从创意移行业应用。当前钢估算与旧化工ProcessMate设计/采购分期，2500以上项目和钢占比非平台收入；历史创始人八位数工程项目不是Alkali营收。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC30524",
      "companyId": "YC30524",
      "title": "Lapel当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/lapel",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "整合客户账户上下文并协调从接待到扩张续约的服务动作。 保留客户运营，infrastructure是客户旅程定位而非通用Agent网关证明。官网early access及选择合作企业不等公开成熟/全部付费，具体AI作用仍缺细节，旧雇主规模非现收入。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC30792",
      "companyId": "YC30792",
      "title": "Bizzy AI当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/geo-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为银行及金融科技平台客户协商服务账单并返回确认结果。 按现官网Otto账单协商移行业应用；目录旧销售接线/预约分期。官网无节省无费，原89到69/月是客户账单情境非Bizzy收入，分成比例及确认收入未知。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC30812",
      "companyId": "YC30812",
      "title": "Mixy当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/mixy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "让个人导入歌曲并混合人声和节拍制作mashup。 保留内容创意。2025-11-04发布自述20k MRR及200k捐赠分别记历史；2024年底原型起步与YC2025成立分开，法律成立年未独立核。用户/创作数和前公司融资非自身经常性收入，未来按秒支付艺人尚非已核结算。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC30816",
      "companyId": "YC30816",
      "title": "Digipals当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/digipals",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在个人群聊中协助朋友协调线下活动、记忆与账单。 从创意移个人应用，聊天内写代码/widget是使用方式非主要开发工具。旧发布候补/未来开放widget与现愿景分期，deadshot两百万月活属创始人旧游戏，不归Digipals。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC30870",
      "companyId": "YC30870",
      "title": "Koyal当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/koyal",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "从剧本或音频生成可编辑的个性化影视场景。 保留内容创意。自述付费试点但无金额，不推当前ARR；150万播放、22家YC合作与代理十万报价非自身营收。CHARCHA作者论文和当前整个平台能力/版权协议分别核，不因论文就认定独立验证。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC30907",
      "companyId": "YC30907",
      "title": "Logical当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/logical",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "通过桌面上下文主动建议写信、文档、会议及待办动作。 保留个人助手。YC称不传Logical服务器，不等任何配置不出本机/第三方模型；官网无可读正文，隐私、性能、真实付费和兼容范围未核，旧trylogical域名保留发布来源。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC30957",
      "companyId": "YC30957",
      "title": "Clad Labs当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/clad-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "汇总客户会话并调查问题，输出支持回复及工程交接。 保留客户运营。当前Clad支持调查与2025旧Chad IDE分期；官网所有回复需批准，旧每小时省15分钟明确为调查/观察非研究，不能外推当前客服效果或纯无人服务毛利。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC31301",
      "companyId": "YC31301",
      "title": "OpenVector当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/openvector",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "通过现有摄像头理解现场事件并更新企业业务系统。 从实体机器人移行业软件。官网接前沿VLM与可审阅工作流，不证明卖自有机器人或基础权重；50ms/最快等自述未独立测，机器人摄像片段不是自主机械执行证明，170k奖学金属创始人经历。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC31419",
      "companyId": "YC31419",
      "title": "StableBrowse当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/stablebrowse",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为物理AI采集并后处理多模态任务训练数据。 按现官网从机器人移模型数据。旧浏览器图/70至80%token节省、3至4倍和98%成功不套用新数据业务。当前人工标注复核是成本，创始人MDD前研究不当公司数据销量或独立能力。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC31452",
      "companyId": "YC31452",
      "title": "Degla Inc当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/degla-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以自然语言协调无人机队任务与现场状态。 保留实体系统，未确认自造机体或全自主成熟。官网early access、示例机队/救援状态不是真实事件或测试，许可/客户/收入未核，不执行或详化任务。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC31526",
      "companyId": "YC31526",
      "title": "Uno Wallet当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/uno-wallet",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "自述以AI钱包为个人选择支付方式和信用卡奖励。 保留消费者应用，官网标题称奖励选卡但无可读正文。替代Apple Pay是定位非已证明支付覆盖或牌照，用户消费/支付额与公司收入分开，AI实用方式、收费及主体待核。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC31527",
      "companyId": "YC31527",
      "title": "Revnu当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/revnu",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "跨外联、广告与搜索内容渠道执行客户增长工作。 保留客户运营。现官网有前置增长工程师，并非一律无人纯SaaS；官网4280 MRR是替客户赢回示例、三百万是融资、年薪二十万是替代成本，均非Revnu自身ARR。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-CAT-YC32088",
      "companyId": "YC32088",
      "title": "Roma当前主营与历史数字归属",
      "url": "https://www.ycombinator.com/companies/roma",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以待办清单组织任务并让助手在后台开始处理。 保留消费者个人应用。底层harness非独立Agent运行设施主营，团队协作/多代理是使用场景；官网示例客户会费/退款不归Roma，前Loom/Senic收购不是当前收入，真实完成率及权限未测。",
      "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。"
    },
    {
      "id": "OTHERTAG1-NEON-HOME",
      "companyId": "YC30423",
      "title": "neoncoral业务资料不足",
      "url": "https://neoncoral.inc/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网仅stealth联系及天使背景公司标识，没有产品或交付说明；YC主营为空。",
      "limitation": "不把投资人前雇主logo当客户或创意技术，不因隐身推无业务/收入，暂C00。"
    },
    {
      "id": "OTHERTAG1-TRLC-HOME",
      "companyId": "YC30433",
      "title": "TRLC官网链接开发套件",
      "url": "https://www.robot-learning.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前官网仅公司名及官方trlc-dk1仓库链接。",
      "limitation": "官网短页不证明旧通用机器工人已量产，开发套件与成套工厂部署商业范围待拆。"
    },
    {
      "id": "OTHERTAG1-STRAT-HOME",
      "companyId": "YC30441",
      "title": "stratify现客户研究工作流",
      "url": "https://www.trystratify.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网覆盖研究设计、招募、访谈、分析及报告，图片/网站等是被测试素材。",
      "limitation": "不是主要售卖媒体生成，未试用访谈或测真实性/代表性，参与者激励与招募成本、实际付费待核。"
    },
    {
      "id": "OTHERTAG1-ALKALI-HOME",
      "companyId": "YC30498",
      "title": "Alkali现钢估算交付及项目规模",
      "url": "https://www.alkali.engineering/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网从图纸提取数量/形状/长度，生成材料、3D模型及估算协作；称2500以上钢工程、48州及美国钢量10%以上。",
      "limitation": "这些为项目/行业覆盖自述，未核分母、重复或全部付费；零吨静态值/示例重量不是实单，旧化工业务另记，未上传图纸或验证精度。"
    },
    {
      "id": "OTHERTAG1-LAPEL-HOME",
      "companyId": "YC30524",
      "title": "Lapel客户旅程与早期访问",
      "url": "https://lapel.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网聚合账户数据并驱动接待至扩张续约的协调，称与选定创业/大企业合作，邀请early access。",
      "limitation": "未列价格/收入，AI实现细节和对外开放范围未核，不将公司团队履历或融资自述当收入。"
    },
    {
      "id": "OTHERTAG1-BIZZY-HOME",
      "companyId": "YC30792",
      "title": "Bizzy现账单协商与按节省分成",
      "url": "https://www.usebizzy.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网Otto为银行/fintech客户拨打供应商电话协商账单，以确认节省分成，无节省无费；89至69/月是账单情境。",
      "limitation": "与目录旧接线/销售线索业务分期。客户账单、退款/债务金额非平台费，分成比例/合同/回款未知，未执行电话或金融操作。"
    },
    {
      "id": "OTHERTAG1-MIXY-HOME",
      "companyId": "YC30812",
      "title": "Mixy官网和分发入口",
      "url": "https://usemixy.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网现仅mashup定位及App Store/条款链接。",
      "limitation": "没有当前收入披露，不能用访问日更新旧MRR时点，未下载或使用应用。"
    },
    {
      "id": "OTHERTAG1-DIGI-ACCESS",
      "companyId": "YC30816",
      "title": "Digipals官网正文缺项",
      "url": "https://www.digipals.app/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具未得可读正文，消费者社交定位据YC当前介绍及2025发布。",
      "limitation": "发布候补与未来widget愿景分开，未核当前可用、订阅和隐私，旧游戏用户不归本产品。"
    },
    {
      "id": "OTHERTAG1-KOYAL-ACCESS",
      "companyId": "YC30870",
      "title": "Koyal官网正文缺项",
      "url": "https://koyal.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具没有可读正文，现影视平台与付费试点自述据YC资料。",
      "limitation": "付费试点未给金额/期间，主张SOTA或专利不因简介确证，未上传人像/音频或验证当前模型。"
    },
    {
      "id": "OTHERTAG1-LOGICAL-ACCESS",
      "companyId": "YC30907",
      "title": "Logical官网正文缺项",
      "url": "https://logical.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具无可读正文，桌面主动助手及隐私宣称仅据YC当前介绍和旧发布。",
      "limitation": "不传Logical服务器不等全部不出机，实际第三方推理、权限、定价及财务主体未核。"
    },
    {
      "id": "OTHERTAG1-CLAD-HOME",
      "companyId": "YC30957",
      "title": "Clad现客服调查与人工批准",
      "url": "https://www.useclad.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网汇聚客户线程、查后端/历史、生成有证据的回复与工程工单；所有对客回复需批准。",
      "limitation": "现客服与旧Chad IDE分期，非独立证明所有问题自动解决；客户引述非审计，人工审核成本不可忽略，未接入工具/发消息。"
    },
    {
      "id": "OTHERTAG1-OPENVECTOR-HOME",
      "companyId": "YC31301",
      "title": "OpenVector视频理解与业务后续动作",
      "url": "https://openvector.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网以摄像流连接VLM，按描述构建可审阅编辑的业务工作流，现场事件触发软件更新。",
      "limitation": "不是已证明售卖自有机器人/模型权重。50ms自述未核端到端网络/准确性，预录片段非现场执行，未调用或监控真实摄像头。"
    },
    {
      "id": "OTHERTAG1-STABLE-HOME",
      "companyId": "YC31419",
      "title": "StableBrowse现物理AI数据与人工复核",
      "url": "https://stablebrowse.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网现从真实任务采集多模态数据，后处理深度/手姿/轨迹/标签并由训练标注者复核，提供定制数据计划。",
      "limitation": "非自有机器人销量，旧浏览器指标不套新业务；MDD为创始人此前研究，未读取其完整研究、当前数据样本或独立验证，校准/数据权利/合同待核。"
    },
    {
      "id": "OTHERTAG1-DEGLA-HOME",
      "companyId": "YC31452",
      "title": "Degla早期无人机协调定位",
      "url": "https://degla.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网面向搜救、应急及基础设施现场协调并邀early access。",
      "limitation": "示例任务及live字样不当真实救援/部署证明，未执行、编程或提供具体操作方案；机体来源、实际付费、资质与成熟度未核。"
    },
    {
      "id": "OTHERTAG1-UNO-ACCESS",
      "companyId": "YC31526",
      "title": "Uno钱包官网正文缺项",
      "url": "https://myunowallet.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具仅有智能奖励选卡钱包标题，无可读正文。",
      "limitation": "YC称AI mobile wallet，AI实现及支付权限、收费、可用性未核，不以标题确证替代Apple Pay。"
    },
    {
      "id": "OTHERTAG1-REVNU-HOME",
      "companyId": "YC31527",
      "title": "Revnu增长工程与示例MRR",
      "url": "https://revnu.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网组合外联、广告、搜索内容与前置增长工程师，展示客户赢回4280 MRR情境，融资三百万另列。",
      "limitation": "示例客户金额、广告预算、旧创业收入及融资均不是当前Revnu ARR。定价页网页工具不可读，不推免费/固定收费，未授权广告或发送外联。"
    },
    {
      "id": "OTHERTAG1-ROMA-HOME",
      "companyId": "YC32088",
      "title": "Roma任务清单与代理协作边界",
      "url": "https://roma.app/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网面向Mac/iOS任务捕捉、后台开始工作及用户回来审阅，兼容其他代理的清单/连接入口。",
      "limitation": "示例studio会员、退款及待合PR是产品演示非Roma营收或实测完成证明，未下载、建立账户或执行任务，前公司收购分开。"
    },
    {
      "id": "OTHERTAG1-TRLC-REPO",
      "companyId": "YC30433",
      "title": "TRLC DK1公开README和目录",
      "url": "https://github.com/robot-learning-co/trlc-dk1",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官方仓库README、hardware、控制、URDF目录可读，区分leader/follower遥操作与双臂录制，并列不同CAD版本入口。",
      "limitation": "只读材料，未下载CAD/构建/连接或控制机器人，未核全部代码、成本/量产、强度或自主性能，不将示例操作当测试完成。"
    },
    {
      "id": "OTHERTAG1-TRLC-LICENSE",
      "companyId": "YC30433",
      "title": "TRLC根许可及第三方署名",
      "url": "https://raw.githubusercontent.com/robot-learning-co/trlc-dk1/main/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "根文件为Apache2并保留DM_Control_Python/GELLO MIT及LeRobot Apache2署名。",
      "limitation": "仅根许可索引和README读取，未逐硬件、子模块或依赖审计，不推全部CAD统一许可，2023/2024第三方版权不等公司成立时间。"
    },
    {
      "id": "OTHERTAG1-KOYAL-PAPER",
      "companyId": "YC30870",
      "title": "CHARCHA论文摘要与当前产品边界",
      "url": "https://arxiv.org/abs/2502.02610",
      "publishedAt": "2025-02-03",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "arXiv摘要页列2025-02-03提交、NeurIPS2024 Creative AI Track，结合多模态生成、个体LoRA及身份授权流程，作者含Koyal创始人。",
      "limitation": "本轮仅摘要页，未读全文/代码/权重、复现或验证专利；原文patent pending不等已获专利，不将2024研究当公司2024成立或独立商业能力评测。"
    },
    {
      "id": "OTHERTAG1-MIXY-APP",
      "companyId": "YC30812",
      "title": "Mixy当前商店收费与主体名",
      "url": "https://apps.apple.com/us/app/mixy-make-mashups/id6739403586",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "Apple列表为免费加内购、卖家Mixy, Inc.，多项Pro内购金额并存，版本历史含2025记录。",
      "limitation": "内购条目金额不必是同一周期，不能把评论的旧周费当当前标准月费；隐私为开发者填写未Apple验证，未将用户评论当已确证服务状态或自己的能力测试。"
    },
    {
      "id": "OTHERTAG1-MIXY-TERMS",
      "companyId": "YC30812",
      "title": "Mixy条款主体与版本日期",
      "url": "https://usemixy.com/tos",
      "publishedAt": "2025-06-17",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "现条款标2025-06-17生效、签约方Mixy LLC；商店卖家Mixy, Inc.名称不同。",
      "limitation": "两主体沿革/统一经营范围及注册时间未查明，条款生效不是成立证明；2024原型与2025公司自述分开，未凭条款认定全部音乐授权或当前财务。"
    },
    {
      "id": "OTHERTAG1-MIXY-LAUNCH",
      "companyId": "YC30812",
      "title": "Mixy历史MRR、捐赠及起源时间",
      "url": "https://www.ycombinator.com/launches/Oko-mixy-make-mashups",
      "publishedAt": "2025-11-04",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2025-11-04公司发布自述订阅上月推出，20k MRR、累计200k捐赠、三个月150万用户，2024年底开始原型，2025-06-19上线。",
      "limitation": "金额原文$、币种未核；财务月内截止/净额、退款、平台抽成和主体范围未给。捐赠非MRR，旧融资/累计采用不归当前收入，不乘12当已核ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC32121",
      "companyId": "YC32121",
      "title": "Moonshot现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/moonshot-computer",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以手机持续语音上下文提供个人AI伙伴和日常辅助。 保留个人应用，现Samantha订阅与YC旧early access/iPhone描述分期，官网另称Android可用未实测。项链一美元可退预约、未来499及2027交付是另一产品，不当订阅收入；音频转录临时副本删除不等账号录音/文本不存云。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC32188",
      "companyId": "YC32188",
      "title": "IMPACT Drones现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/impact-drones",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为民用关键基础设施提供反无人机实体防护服务。 保留实体系统，Air Defense as a Service不是纯软件毛利证明。目录180M以上USD signed LOI为意向书，非已实现收入/ARR，其他公司损失与旧产品报价不是本公司收入；交付成熟度及合同约束未核。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC32197",
      "companyId": "YC32197",
      "title": "Evident Machines现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/evident-machines",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "把真实电气工程研究项目变成AI模型评估基准。 从机器人移模型设施。真实物理实验是评估手段，不等卖自有机器人；官网工具不可读，基准具体任务/独立性、公开可复现材料及收费待核，不凭benchmarks词认定已独立验证。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC32202",
      "companyId": "YC32202",
      "title": "Dialogus现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/dialogus",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以语音代理处理企业订单、客户服务和催收并连接业务系统。 保留客户运营。当前跨行业运营系统不是单独语音模型售卖；官网客户回款/订单示例非Dialogus营收，ISO27001仍underway，SOC2未读报告；生产电话数和厂商自测非独立能力验证。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC32205",
      "companyId": "YC32205",
      "title": "Mochi现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/mochi",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "供用户观看和创作AI短篇动漫，并以代币或订阅解锁。 从个人通用应用移内容创意。300M社交播放、100K用户与20K创作者为不同采用指标，非订阅数/营收；200K/月属于创始人旧游戏，不归Mochi。代币一次性消费与经常性订阅/未来创作者分成待拆。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC32229",
      "companyId": "YC32229",
      "title": "Confetti现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/confetti",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "从自然语言设计硬件、选元件、写固件并对接外部制造。 从创意初分移工程专业软件，买家含个人，仍有跨类边界。外部print farm制造/配送不等自有产线或机器人销售；官网仅打开工作区，未执行设计/下单，交付准确性、责任与收费未知。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC32550",
      "companyId": "YC32550",
      "title": "Audora现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/audora",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将书或故事转换为每个角色不同声音的有声内容。 从个人通用应用移内容创作。角色语音分配/一致性为公司描述，非自研音频基础模型证明；官网403，当前价格、授权范围、付费及能力未核，无法访问不等已停止或零营收。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC32750",
      "companyId": "YC32750",
      "title": "Ultrasonium现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/ultrasonium",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以新制造工艺和物理AI控制生产复杂金属部件。 保留实体产业。15倍和75%低成本为厂商与特定替代工艺对比，无独立完整基准；不是已核软件订阅毛利，前公司DOE资助/团队科研非自身收入，产能和质量认证仍待核。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC32752",
      "companyId": "YC32752",
      "title": "Moving Atoms现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/moving-atoms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将既有建筑或工厂扫描转成可编辑BIM与仿真场景。 按现官网从机器人移行业应用，YC旧Atom1动作条件模型与当前Scan to BIM分期。48小时/98.7%在25mm内为特定样例自述，不等所有扫描精度或通用机器人训练水平；软件文件/模拟世界不是实体销量。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC32781",
      "companyId": "YC32781",
      "title": "Isengard Industries Inc现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/isengard-industries-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供实体防务系统及分布式生产相关产品。 保留实体产业，仅研究业务与财务。2026-09-10自述10M收入未给期间/经常性；350M pipeline、创始人前Terminal Autonomy60M收入分别排除。本轮未核政府合同/审计，官网产能目标非当前销量，也不把厂商成熟度自述当独立技术评测。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC33279",
      "companyId": "YC33279",
      "title": "Hebbian Robotics现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/hebbian-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供物理AI数据的检索、质量分析及处理基础设施。 从机器人移模型数据设施，旧机器人微调实验非在卖成套清洁机器人。HFlow开源SDK与商业API/托管分开；小CPU开发分数不等保留集、真实标签准确率或生产可靠性，未运行/连接机器人。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC34761",
      "companyId": "YC34761",
      "title": "Veeza AI现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/veeza-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以AI准备旅游签证资料、预约并由人工专家审核。 从个人通用应用移专业签证服务，申请人仍是个人。7000用户未证付费；官网表明资料准备后收费、人工审核且仅文书套餐可能自行预约，不能当全自动保证获签。页面EGP/原文$及总额/明细展示不一致留待核价，不因此推造假。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC35587",
      "companyId": "YC35587",
      "title": "Ploid现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/ploid",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以API、CLI及MCP检索、补全并关联人员资料。 从客户运营移Agent数据设施，销售/招聘是下游用途。二十亿索引对象不是用户/客户，未核去重、覆盖/权利或新鲜度；公司logo不等付费，月费与超量/定制拆分，不请求任何个人资料。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC36213",
      "companyId": "YC36213",
      "title": "Yam现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/yam",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "让个人游玩或创建AI角色恋爱与互动故事。 从创意工具移个人游戏；创建游戏是消费者功能，非企业创意软件证据。3小时每DAU是自述，无样本/期间，玩法/播放数非付费；20千Yam活动奖为虚拟额度非美元或收入，角色授权未核。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC36346",
      "companyId": "YC36346",
      "title": "Silica现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/silica",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "制造可直接感受负载力矩的机器人执行器。 保留实体部件。发布60000以上unit是需求请求/预订而非已付费销量，官网2027年1月生产、发布2月样品待实证。增加10至15%成本和触觉能力为厂商自述，未来人形整机愿景与当前部件分开。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC36348",
      "companyId": "YC36348",
      "title": "antimattr现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/antimattr",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以指环和耳机采集语音、隔离噪声并控制个人代理。 从纯个人软件移实体设备。当前Project Mnemosyne标Q4-2026揭幕和early access预约，未核量产发货；首12个月不限使用不是永远免费或实际收入，四倍输入/完全隔音未独立测。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-CAT-YC36510",
      "companyId": "YC36510",
      "title": "Preload现主营与数字归属",
      "url": "https://www.ycombinator.com/companies/preload",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "构建传感采集硬件栈以收集物理AI多模态训练数据。 从机器人移模型数据设施，当前自述仍在设计迭代ego/触觉/EMG采集栈；是否对外卖设备或数据未核，不把外科探索当医疗产品/获批。官网不可读，收入/交付留缺，创始人前雇主不归本公司规模。",
      "limitation": "公司目录/发布可更新，厂商描述未独立验证；意向书、pipeline、预订需求、旧业务收入、客户金额与示例不可当当前自身ARR。"
    },
    {
      "id": "OTHERTAG2-MOON-HOME",
      "companyId": "YC32121",
      "title": "Moonshot当前订阅、可选硬件及版本边界",
      "url": "https://moonshot.computer/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网现Samantha个人伙伴，标3日试用、原文$25/月创始价首12次后50/月；另列可退款$1项链预约及未来499、预计2027春发货。",
      "limitation": "未核付款/实际可用，页面也出现today付款及退款措辞，最终结账待核；旧iPhone/early access与现Android宣传分期，引用人类协作研究非本产品独立效果，页脚67 Labs非注册核查。"
    },
    {
      "id": "OTHERTAG2-IMPACT-ACCESS",
      "companyId": "YC32188",
      "title": "IMPACT官网访问缺项",
      "url": "https://www.impact-drones.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具无法读取官网，业务与180M以上USD意向书据YC当前资料。",
      "limitation": "意向书不证实际合同约束/付费或经常性收入，本轮不核技术、执行或提供系统操作细节，不能凭不可读推无经营。"
    },
    {
      "id": "OTHERTAG2-EVIDENT-ACCESS",
      "companyId": "YC32197",
      "title": "Evident官网访问缺项",
      "url": "https://evidentmachines.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具不可读，当前AI电气工程基准供给据YC长简介。",
      "limitation": "任务、指标、数据/许可、买家及收费细节均待核，不能因物理实验字样归实体制造或假定独立评测。"
    },
    {
      "id": "OTHERTAG2-DIALOG-HOME",
      "companyId": "YC32202",
      "title": "Dialogus客户金额、示例与合规边界",
      "url": "https://www.dialoguslabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网语音运营覆盖订单、支持及催收，展示87222及5.9倍回报和客户订单428等界面；ISO27001仍在进行。",
      "limitation": "金额是运营/客户/示例而非已披露Dialogus营收，电话数量不等付费数；SOC2未读报告，自动优化和固定政策效果未独立测试，未拨打或接入任何系统。"
    },
    {
      "id": "OTHERTAG2-MOCHI-HOME",
      "companyId": "YC32205",
      "title": "Mochi短动漫观看及创作入口",
      "url": "https://www.mochi.tv/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网当前展示短动漫目录和Lab创作入口，页脚GENERAL ANIME Corp.。",
      "limitation": "标题/播放量非收入，未观看/生成全部内容、核授权或商店付费；页脚不等注册证明，代币与订阅确认口径仍缺。"
    },
    {
      "id": "OTHERTAG2-CONFETTI-ACCESS",
      "companyId": "YC32229",
      "title": "Confetti官网工作区入口缺项",
      "url": "https://confetti.build/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具仅返回Opening your workspace，工程设计、外部打印及元件交付据2026-10-28公司发布。",
      "limitation": "未进入账户或执行/下单，仍有创客/专业买家、软件/采购/履约混合边界，不能推自有制造或已核设计正确。"
    },
    {
      "id": "OTHERTAG2-AUDORA-ACCESS",
      "companyId": "YC32550",
      "title": "Audora官网403缺项",
      "url": "https://audora.art/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具返回403，角色有声内容生成定位据YC长简介。",
      "limitation": "不能以403推停止/零收入或定价，未提交书/文件、检验角色声线或核版权，具体模型及计费未知。"
    },
    {
      "id": "OTHERTAG2-ULTRA-HOME",
      "companyId": "YC32750",
      "title": "Ultrasonium实体金属制造交付",
      "url": "https://ultrasonium.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网以复杂金属件生产及团队背景为主；两篇YC发布的15倍/75%为公司对替代工艺的比较。",
      "limitation": "无独立同材料/质量/产量基准或真实单价，科研履历与旧DOE资助非公司收入；未操作设备或读取工艺参数。"
    },
    {
      "id": "OTHERTAG2-MOVING-HOME",
      "companyId": "YC32752",
      "title": "Moving Atoms现Scan to BIM及项目报价",
      "url": "https://movingatoms.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网现48小时扫描转Revit/IFC/DWG、兼顾仿真场景，按项目范围商议报价；示例有98.7%在25mm内及不同物件计数。",
      "limitation": "与旧Atom1预训练模拟介绍分期；样例精度/物件数非所有任务性能或客户数/收入，未上传扫描或下载大模型/工程文件，实际人工质检和交付范围待核。"
    },
    {
      "id": "OTHERTAG2-ISENGARD-HOME",
      "companyId": "YC32781",
      "title": "Isengard业务及计划产能边界",
      "url": "https://isengardindustries.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网自述实体产品和合作生产，明确各系统成熟度不同、三千每月为计划目标非当前产量。",
      "limitation": "只核商业边界，未核实客户合同、量产、成熟度或政府采购；没有把厂商宣传当独立技术证据，也未获取/执行设计和操作资料。"
    },
    {
      "id": "OTHERTAG2-HEBB-HOME",
      "companyId": "YC33279",
      "title": "Hebbian现开放物理AI数据设施",
      "url": "https://hebbianrobotics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网聚焦开源Physical AI基础设施，链接数据研究与此前机器人微调文章。",
      "limitation": "开源/基础设施不等直接卖机器人或免费无收入，商业API/托管价格未给，未联系或开通服务。"
    },
    {
      "id": "OTHERTAG2-VEEZA-HOME",
      "companyId": "YC34761",
      "title": "Veeza人工审核与一次性服务边界",
      "url": "https://www.veeza.ai/en",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网按目的地/人数一次收费，材料准备后付费，含专家审核；full service与paperwork-only预约范围不同，政府签证费另付。",
      "limitation": "网页EGP/原文$与总价/明细部分不一致，留待实际合同核价，非汇率或造假结论；客户雇主logo不是企业采购，预约/获签由政府决定，未提供护照或实际申请。"
    },
    {
      "id": "OTHERTAG2-PLOID-HOME",
      "companyId": "YC35587",
      "title": "Ploid人员索引与付费规模区别",
      "url": "https://ploid.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网自述二十亿以上人员索引、API/CLI/MCP等Agent入口，并称数千公司采用。",
      "limitation": "索引对象/公司采用非付费客户，未查询或收集具体个人记录，数据覆盖、权限/授权、去重与新鲜度未独立核，未据logo推已成交。"
    },
    {
      "id": "OTHERTAG2-YAM-HOME",
      "companyId": "YC36213",
      "title": "Yam个人互动游戏及虚拟奖品",
      "url": "https://www.hiyam.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网供用户探索/创建角色故事和恋爱模拟，活动最高奖20000 Yam及播放量。",
      "limitation": "虚拟奖品非美元/营收，播放/日活时长非付费与留存证明，未玩游戏/创建内容或核角色版权，收费周期和实际付费未知。"
    },
    {
      "id": "OTHERTAG2-SILICA-HOME",
      "companyId": "YC36346",
      "title": "Silica预订与未来生产计划",
      "url": "https://www.silicamachines.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网Q系列开放预订，称2027年1月开始生产，表单提交后再邮件确认细节；关节测力属厂商演示。",
      "limitation": "请求/预订不是约束采购、已付或已发货销量，静态0g非实测；未提交表单/付款或测试部件，2027生产与发布2月样品分别保留。"
    },
    {
      "id": "OTHERTAG2-ANTI-HOME",
      "companyId": "YC36348",
      "title": "antimattr现指环耳机预约与使用条件",
      "url": "https://www.antimattr.one/project-mnemosyne",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网现Project Mnemosyne语音生产力接口，标Q4-2026揭幕、early access预约及早期首12月不限使用。",
      "limitation": "未核价款/可退条件、量产/发货，四倍语音输入与隔音为厂商描述，未试听/控制代理；硬件、云/模型和未来订阅应拆分。"
    },
    {
      "id": "OTHERTAG2-PRELOAD-ACCESS",
      "companyId": "YC36510",
      "title": "Preload官网访问缺项",
      "url": "https://preload.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具不可读，当前传感硬件栈设计与训练数据用途据YC长简介。",
      "limitation": "是否对外售数据/设备及付费未知，模型数据设施为暂分类；外科探索非临床产品获批证据，未读取个体信号或操作设备。"
    },
    {
      "id": "OTHERTAG2-MOON-PRIVACY",
      "companyId": "YC32121",
      "title": "Moonshot音频临时处理与云持久记录分开",
      "url": "https://moonshot.computer/privacy",
      "publishedAt": "2026-10-28",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-10-28政策称短音频转录临时副本删除，但源录音/文本备份到账号，部分内容送第三方模型；活跃删除、历史备份和独立beta申请保留范围不同。",
      "limitation": "只读厂商政策，未实际验证数据路径/删除、供应商特别合同或所有端版本；不将临时文件删除解释为全离线/无云存储，主页/旧YC文案变化分期。"
    },
    {
      "id": "OTHERTAG2-PLOID-PRICE",
      "companyId": "YC35587",
      "title": "Ploid工作区月费与用量额度",
      "url": "https://ploid.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前Growth原文$200/月含1000credits、额外0.20/credit；Scale600/月含4000、额外0.15，额度跨app/API/MCP/CLI共享，月含量不结转，Custom另议。",
      "limitation": "原文$币种待核，每种操作耗额度不同非一credit一人；Scale/Custom Org Charts仍coming soon，其他功能说明部分不一致待确认；未支付/调用，标价不反推收入。"
    },
    {
      "id": "OTHERTAG2-HEBB-AUTORESEARCH",
      "companyId": "YC33279",
      "title": "Hebbian厂商数据实验的评测边界",
      "url": "https://hebbianrobotics.com/blog/autoresearch-on-robotics-training-data/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "文章称用HFlow去重、保留来源并拆分训练/验证/确认；公开示例为0/1/2手计数，Gemini教师标签非人工真值，CPU开发宏F1改善但一手类仍零，短试验未提高基线。",
      "limitation": "供应商研究而非独立评测；精确帧分离不证独立录制/参与者，无保留集泛化结论。主页10月8与文章10月9显示不同，未实测/复现或下载数据。"
    },
    {
      "id": "OTHERTAG2-HEBB-PI05",
      "companyId": "YC33279",
      "title": "Hebbian早期机器人原型及成本/性能范围",
      "url": "https://hebbianrobotics.com/blog/finetuning-p1/",
      "publishedAt": "2026-02-26",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-02-26文章自述用第三方机械臂/模型搭建固定双臂原型，硬件少于一万，约十小时训练数据；云推理延迟和开源栈整合仍有问题。",
      "limitation": "是团队自述原型，不等自有基础模型/成套量产机器人或硬件全运营成本；未验证原型、代码或第三方性能，后续数据设施与旧实验分开。"
    },
    {
      "id": "OTHERTAG2-HEBB-REPO",
      "companyId": "YC33279",
      "title": "HFlow公开目录与SDK范围",
      "url": "https://github.com/Hebbian-Robotics/hflow",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官方仓库目录/README入口可读，定位机器人多模态数据管线SDK，含数据/评估示例与服务包目录。",
      "limitation": "只读材料，未逐模块审计、构建或执行，开源SDK不证明商业API可靠性或所有数据权利，根仓库当前分支与固定示例版本不混同。"
    },
    {
      "id": "OTHERTAG2-HEBB-LICENSE",
      "companyId": "YC33279",
      "title": "HFlow根Apache2许可",
      "url": "https://raw.githubusercontent.com/Hebbian-Robotics/hflow/main/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前根LICENSE为Apache2，与仓库标识对应。",
      "limitation": "仅根许可读取，未逐依赖/样本/模型许可审计，Apache2不涵盖全部数据或第三方权重，许可年份2004不证明公司成立年。"
    },
    {
      "id": "OTHERTAG2-HEBB-EXAMPLE",
      "companyId": "YC33279",
      "title": "HFlow固定版本示例README与结果范围",
      "url": "https://github.com/Hebbian-Robotics/hflow/blob/0c4583bbe48be3f7ed2e36246cf4ba7a579f4210/examples/build_ai_autoresearch/README.md",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "固定commit示例README可读，区分历史开发pilot、短代码流程试验及集成检查；0.1667到0.4889为开发宏F1，短试验保持基线，保留教师标签及精确帧去重限制。",
      "limitation": "未读其全部源码、数据或原始轨迹/权重，未执行；不是独立确认集质量或生产可用证明。当前main示例路径访问失败与固定README可读分开，不把程序报告当本轮已完成试验。"
    },
    {
      "id": "OTHERTAG2-ISENGARD-LAUNCH",
      "companyId": "YC32781",
      "title": "Isengard自述收入、管线与前公司分开",
      "url": "https://www.ycombinator.com/launches/TpW-isengard-industries-inc",
      "publishedAt": "2026-09-10",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-09-10发布自述10M收入、350M pipeline；另提创始人此前Terminal Autonomy60M收入。",
      "limitation": "自述未给财务起止期、净额、确认标准或审计，不能当ARR；pipeline及前公司收入排除当前公司收入，未将引用新闻当自身营收审计。"
    },
    {
      "id": "OTHERTAG2-SILICA-LAUNCH",
      "companyId": "YC36346",
      "title": "Silica单位需求与发货状态",
      "url": "https://www.ycombinator.com/launches/Wag-silica-actuators-for-physical-ai",
      "publishedAt": "2026-10-28",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-10-28发布称预订开启一个月客户请求60000以上单位，样品2月发货；增价10至15%为相对普通执行器自述。",
      "limitation": "unit请求不是已付或交付销量，未来样品时间未验证，增价/感知性能不是毛利/收入证据，不以请求乘价格估ARR。"
    },
    {
      "id": "OTHERTAG2-MOCHI-LAUNCH",
      "companyId": "YC32205",
      "title": "Mochi币/订阅与旧游戏收入",
      "url": "https://www.ycombinator.com/launches/Sii-mochi-tv-1-minute-anime",
      "publishedAt": "2026-08-14",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-08-14发布以coin/订阅解锁短动漫，300M以上社交播放、100K用户，创始人曾把旧游戏做到200K每月。",
      "limitation": "旧游戏收入非Mochi，播放/用户/创作者分母和时点不同；未来创作者货币化未证已启用，不将合作作者履历视为版权授权。"
    },
    {
      "id": "OTHERTAG2-VEEZA-LAUNCH",
      "companyId": "YC34761",
      "title": "Veeza采用及人工复核",
      "url": "https://www.ycombinator.com/launches/VrY-veeza-ai-ai-tourist-visa-agent-for-people-with-weak-passports",
      "publishedAt": "2026-10-19",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-10-19发布称从1000到7000以上用户，33目的地、人工审核；市场申请量和黄牛报价为行业背景。",
      "limitation": "用户非付费数、四次获签案例非保证通过率，目的地覆盖和当前套餐不同分期；黄牛1000报价不归Veeza。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30296",
      "companyId": "YC30296",
      "title": "Peppr AI企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/peppr-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在销售通话中依据企业知识即时提示技术答案与发现问题。 现主营为实时销售辅助，旧发布为通用知识捕获。150多个工具是集成自述，不是客户数、合同或收入。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30324",
      "companyId": "YC30324",
      "title": "Rebolt企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/rebolt",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "面向航空维修连接维修系统、OEM资料及记录，协助编制工作包和处理文件，由工程师审核签字。 官网现为航空维修，YC仍为通用Company OS及定制AI软件，两阶段分开。工程师签字是明确交付环节，不表述为全无人维修；合规标志与100倍宣传未独立核。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30340",
      "companyId": "YC30340",
      "title": "TamLabs企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/tamlabs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以Agent团队交付专业工作成果，具体任务及行业范围仍待核。 YC主营仅一句，暂留企业通用工作并明确证据不足；不能仅按Finance/Legal标签或创始人旧雇主推行业、付费或收入。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30351",
      "companyId": "YC30351",
      "title": "Thirdlayer企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/thirdlayer",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "结构化企业上下文与权限敏感数据，提供Agent评估及反馈学习循环。 从通用工作移Agent设施；旧Dex浏览器协作产品另列。持续学习是功能自述，未验证模型更新方式、成绩或客户留存。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30356",
      "companyId": "YC30356",
      "title": "Artil企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/artil",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为Agent配置身份、联系人与跨渠道消息接口，可触发运行和传递文件。 当前Artil Connect归Agent设施；旧Fira金融分析及金融数据连接分开。Slack为beta，免费试用及数据覆盖量不等付费、收入或全渠道已可用。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30407",
      "companyId": "YC30407",
      "title": "Golf企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/golf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为企业发现影子AI，控制Agent及MCP连接、执行策略并生成审计轨迹。 保留企业治理当前定位；旧MCP开源框架与托管网关发布分开。创始人14岁旧公司20万收入不归Golf，生产使用自述不等合同或收入。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30440",
      "companyId": "YC30440",
      "title": "Sim企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/sim",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "连接企业系统，构建知识图谱，设计、部署并监控自主Agent及工作流。 从通用工作移Agent开发运行设施。旧Sim Studio画布为相关沿革；开源声明未打开源码验证，不提升技术等级。创始人WorkNinja用户及前雇主交易量不归Sim。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30444",
      "companyId": "YC30444",
      "title": "Percival企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/percival",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为研究人员分析和转换真实数据提供AI辅助，具体行业未明确。 主营简短，暂留通用分析，不凭research一词推生命科学。YC当前标为Inactive，前创始人简介与公司主营不同，不能把Thinking Machines/Tinker归Percival。未核注销或实际停业。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30466",
      "companyId": "YC30466",
      "title": "Labric企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/labric",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "采集科学实验室仪器及工具数据，清洗、连接并提供统一检索分析平台。 从通用工作移科学实验室行业应用；数据基础设施是行业交付，不据data layer归通用模型训练数据商。10至100倍科研效率为愿景，不是实测能力或收入。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30475",
      "companyId": "YC30475",
      "title": "Morphik企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/morphik",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为专业护理及养老机构自动处理应付、账单催收和护士行政工作。 现主营移行业运营；旧开源多模态RAG和技术文档搜索为旧发布，未查源码或复测90%问答成绩。提高客户NOI不是Morphik收入或已实现毛利。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30527",
      "companyId": "YC30527",
      "title": "MindFort企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/mindfort",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为Web应用提供自主安全测试、验证与修复辅助。 从企业通用工作移软件开发安全环节。自研模型、低误报和安全基准为公司自述，未运行产品或验证结果，不据in-house models归基础模型。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30541",
      "companyId": "YC30541",
      "title": "Code Four企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/code-four",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "面向执法机构整理摄像记录、转录与文书，衔接记录及证据管理系统。 从通用工作移行业行政应用；处理数百视频不等付费客户或收入，节时与合规自述未独立核。设计伙伴目标10至200警员是客户规模，不是Code Four团队规模。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30628",
      "companyId": "YC30628",
      "title": "Datafruit企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/datafruit",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "捕获实施项目沟通，整理客户范围并利用历史项目辅助交付。 保留企业项目工作；软件实施不是已证实自动写代码，客户交付更有利润不等Datafruit收入或毛利。当前简介短，实际成果与买家合同待核。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30648",
      "companyId": "YC30648",
      "title": "Janet AI企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/tryjanet",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "连接企业工具，通过记忆及权限设置运行跨业务的持续工作Agent。 保留跨业务工作交付；自建记忆和决策设施为实现方式，未据此归模型或开发设施。24小时、可靠、低成本和投资者标志均不证明付费、收入或单位经济性。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-CAT-YC30650",
      "companyId": "YC30650",
      "title": "Imprezia企业应用主营及业务沿革复核",
      "url": "https://www.ycombinator.com/companies/imprezia",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为AI应用接入上下文广告，连接品牌投放及应用开发者变现。 从通用企业工作移客户收入运营。按展示或点击分成不等已实现收费；广告主总预算、开发者所得及平台收入须分开，不把创始人旧雇主十亿美元系统规模当Imprezia收入。",
      "limitation": "复核当前主营及相关发布节选，不等产品、财务或独立技术验证；部分简介较短。原成立及团队快照保留，前雇主、客户效果、广告总额、免费使用不当公司收入。"
    },
    {
      "id": "ENTERPRISE1-REBOLT-HOME",
      "companyId": "YC30324",
      "title": "Rebolt官网航空维修交付与人工审核",
      "url": "https://www.rebolt.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网现面向飞机维修和MRO，Holocron连接维修/工程系统、ERP及OEM资料，Agent起草工作包与处理文件，工程师审核签字后写回系统；与YC通用Company OS定位有时间差。",
      "limitation": "官网当前定位优先于旧发布；无精确转型日期、合同和收入。100倍与合规标志未独立核；2027会展属于未来安排，不当已交付或客户收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30659",
      "companyId": "YC30659",
      "title": "Proliferate当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/proliferate",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为企业后台编码Agent提供沙箱、内部服务连接、事件触发及多人预览验证。 旧发布明确编码Agent，当前YC概述和官网仅称人与Agent协作、更多内容将发布；暂按最近具体交付归软件开发，现可用范围待核，未查开源代码或实际运行。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30665",
      "companyId": "YC30665",
      "title": "Pangolin当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/pangolin",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供企业应用及基础设施的安全访问和身份策略，兼AI模型网关。 保留企业IT；官网AI Gateway提供模型访问控制，但整体仍是网络安全平台，AI工作负载兼容不等全部营收来自AI。安装数、GitHub星数及客户引语不当付费人数或收入。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30696",
      "companyId": "YC30696",
      "title": "GhostEye当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/ghosteye",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为企业测试人员与安全控制，复核风险并跟进修复及再测。 保留企业安全；交付包含测试、修复和再测，不单按AI标签推纯软件毛利。未运行安全测试、核授权合同或核独立效果。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30702",
      "companyId": "YC30702",
      "title": "TwentyTwo当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/twentytwo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "构建面向生物安全及疫情防御的AI设施，具体产品范围待核。 从企业通用移生物安全行业，当前简介宽泛，不把防御愿景当已部署能力。旧Mohi Agent调试工具属于旧发布，不拼接为同一技术成绩。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30748",
      "companyId": "YC30748",
      "title": "Pleom当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/pleom",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "分析企业数据并生成业务洞察及可视化。 保留通用BI；旧消费者语音产品与未来硬件计划分开，不把硬件愿景当现成设备。原Team Size零是目录快照，不推公司无人或已倒闭。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30763",
      "companyId": "YC30763",
      "title": "Rebulk当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/rebulk",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "管理铁路、转运及散装货物的车辆、库存、维护、单据和计费运营。 移行业运营；旧无人机/摄像库存测量与现铁路运营软件分期。列名客户为公司自述，未独立核合同，客户运输及货物价值不等Rebulk收入。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30765",
      "companyId": "YC30765",
      "title": "Pollen当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/pollen",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "将金融专业机构的文档与既有流程转为可追溯的自动化工作成果，关键判断由人审批。 YC当前描述很短，官网明确金融专业工作，旧客户成功发布分开。示例家庭资产840万、输出匹配100%和99.2%置信度是演示或自述，不当公司收入或独立准确率。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30802",
      "companyId": "YC30802",
      "title": "Freya当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/freya",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为企业部署语音Agent，兼提供自研语音合成模型及模型API。 按实际企业语音部署暂归客户运营，模型材料单列技术证据。小型土耳其语模型开放材料不等Adam V1、large模型权重或跨语言成绩；首页排名未在独立榜单核验。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30877",
      "companyId": "YC30877",
      "title": "Trelium当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/trelium",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为印刷、商品及服装分销供应业务处理订单、采购、发票匹配和状态跟进。 移行业运营，旧Questom入站销售与现Trelium后勤分开。创始人前SaaS 45k ARR不归Trelium；客户销售增幅、自动化比例及Paul演示非公司收入。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30891",
      "companyId": "YC30891",
      "title": "SF Tensor当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/sf-tensor",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为模型训练选择跨云GPU、处理抢占中断，并优化适配不同硬件的训练内核。 移算力及模型基础设施；降低80%成本、击败手调内核为自述，未复测。客户云支出、训练数千GPU及CUDA竞争愿景不是SF Tensor收入或已拥有算力。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30913",
      "companyId": "YC30913",
      "title": "Captain当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/captain",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "同步多源产品和文件数据，通过托管API提供调优搜索及检索。 移Agent检索设施；78%到97%为公司自测概述，未见本轮独立复测，不能当可横比技术排名。客户监管场景不等已获合规认证。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30916",
      "companyId": "YC30916",
      "title": "Rovr当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/rovr",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为工程团队处理需求入口、分流、负责人分配及基础设施事件协作。 移软件工程运营，未描述直接生成代码。YC标Inactive，法律及实际停业状态待核；不把AI FDE称呼当已有人力或服务合同。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30919",
      "companyId": "YC30919",
      "title": "Codyco当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/codyco",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "承接酒店漏接电话，将客人预订写入酒店PMS。 移客户运营；当前简介€5000新增预订为酒店成果，旧发布写$5000，币种差异保留，不换算或合并。53房和7酒店集团分别是客户规模/采用自述，非公司团队或收入。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30938",
      "companyId": "YC30938",
      "title": "Imagine AI当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/imagine-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为B2B团队生成及安排LinkedIn内容与图形，将互动关联到销售管线。 移营销运营；4000万当前及旧3100万/1000万均为客户成果，不归Imagine收入。旧每客户专属Content Engineer与新Agent方向分期，不按纯SaaS估毛利；付费客户数无单价不推MRR。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-CAT-YC30967",
      "companyId": "YC30967",
      "title": "Perseus当前交付与旧业务复核",
      "url": "https://www.ycombinator.com/companies/perseus",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为编码Agent并行检索代码文件、符号及依赖，选择修改前的代码上下文。 移软件开发；当前首产品是代码上下文，旧Mantle后勤自动化分开。不据Applied Lab归基础模型，Mythos/Opus能力比喻未在相同基准复测。",
      "limitation": "主营与相关发布节选不等财务或产品验证；旧业务收入、客户成果、广告/云预算和客户规模不归本公司收入。"
    },
    {
      "id": "ENTERPRISE2-PROLIFERATE-HOME",
      "companyId": "YC30659",
      "title": "Proliferate官网当前信息缺项",
      "url": "https://proliferate.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网仅述小型旧金山团队探索人与AGI协作并称更多内容将发布，未列详细产品。",
      "limitation": "暂按2026-02编码Agent发布具体交付分类，当前可用范围未获官网确认，不把官网简短当停业。"
    },
    {
      "id": "ENTERPRISE2-PANGOLIN-HOME",
      "companyId": "YC30665",
      "title": "Pangolin通用访问安全与AI网关",
      "url": "https://pangolin.net/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网主体为开放网络安全平台，增加AI模型访问网关；列零信任访问、身份策略和Fossorial Inc.。",
      "limitation": "AI工作负载不是全业务AI营收证据；23.3k星数、客户引语和版本号不当收入或独立性能验证，未运行代码。"
    },
    {
      "id": "ENTERPRISE2-POLLEN-HOME",
      "companyId": "YC30765",
      "title": "Pollen金融专业工作与FDE交付",
      "url": "https://pollen.so/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网明确金融服务工作，覆盖财富、会计税务、基金、保险、借贷及家办，配置流程并在人判断点暂停，含FDE上线支持；页脚Daymi Inc.。",
      "limitation": "示例家庭840万资产、100%匹配和置信度是页面示例，不是公司收入或独立准确率；主体、合同和实际自动化率未独立核。"
    },
    {
      "id": "ENTERPRISE2-FREYA-HOME",
      "companyId": "YC30802",
      "title": "Freya语音Agent及模型产品边界",
      "url": "https://www.freyavoice.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网主推Adam V1并列语音Agent与模型API，另提供FreyaTTS-small开源模型入口。",
      "limitation": "自列2026-09-16听感榜未核外部榜单；Adam V1、large和small材料不混，不能从100美元活动推收入。"
    },
    {
      "id": "ENTERPRISE2-FREYA-PRICE",
      "companyId": "YC30802",
      "title": "Freya项目报价及成本组成",
      "url": "https://www.freyavoice.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "按通话量、模型、集成、部署及FDE工程范围报价，含土耳其云或客户本地硬件及维护。",
      "limitation": "无统一公开价目；项目收入可能含工程和硬件部署，报价不等实收或同质软件ARR，不从通话量推收入。"
    },
    {
      "id": "ENTERPRISE2-FREYA-MODEL",
      "companyId": "YC30802",
      "title": "FreyaTTS-small模型卡",
      "url": "https://huggingface.co/freyavoice/Freya-TTS",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官方模型卡描述183M土耳其语单目标说话人模型、冻结AudioVAE2潜空间、small开放与large商业闭源的区别。",
      "limitation": "参数、WER/CER及硬件速度仍为作者报告，未复测；small不等首页Adam V1和large，不概括多语或克隆能力。"
    },
    {
      "id": "ENTERPRISE2-FREYA-FILES",
      "companyId": "YC30802",
      "title": "FreyaTTS权重文件目录",
      "url": "https://huggingface.co/freyavoice/Freya-TTS/tree/main",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "公开目录可读，列config.json和733MB model.safetensors，页面显示d124e07。",
      "limitation": "只确认文件目录可访问，未下载权重或核哈希/运行；main会变化，未取得完整固定提交。"
    },
    {
      "id": "ENTERPRISE2-FREYA-INFER",
      "companyId": "YC30802",
      "title": "FreyaTTS推理入口源码",
      "url": "https://github.com/freyavoiceai/FreyaTTS/blob/main/infer.py",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "已读infer.py：从指定模型加载，接收文本、设备及步数，调用合成并保存音频。",
      "limitation": "仅源码静态阅读，未安装、执行或试听；不证明训练过程、输出质量或生产吞吐。"
    },
    {
      "id": "ENTERPRISE2-FREYA-LICENSE",
      "companyId": "YC30802",
      "title": "FreyaTTS许可文件",
      "url": "https://github.com/freyavoiceai/FreyaTTS/blob/main/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "公开LICENSE可读，为Apache 2.0，署名2026 Freya Voice AI。",
      "limitation": "许可文本与开放材料可访问不等所有数据权利、闭源模型许可或第三方依赖已完整审查。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC30972",
      "companyId": "YC30972",
      "title": "Jarmin企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/jarmin",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为企业多类岗位执行任务，连接数据及业务系统。 保留通用岗位交付；旧ML工程师切入与现多岗位分开，前雇主及20万招聘成本不是自身规模或收入。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31089",
      "companyId": "YC31089",
      "title": "Lance企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/lance",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为酒店处理电话、销售、客人请求及软件内操作。 以电话与销售运营归C06；50酒店及品牌为采用自述，非付费数或收入。CUA为实现方式，不归通用Agent设施，官网本次403。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31107",
      "companyId": "YC31107",
      "title": "BaseFrame企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/baseframe",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以桌面历史工作资料发现团队可自动化的流程，并交给其他工具执行。 保留流程发现；本地模型及隐私为自述，旧Clam语义防火墙、硬件设计发布分开，不当现交付或独立性能。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31109",
      "companyId": "YC31109",
      "title": "Beacon Health企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/beacon-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在基层医疗EHR中处理预防筛查、授权、转诊及风险编码工作。 移行业医疗工作；翻倍客户诊所收入、覆盖两亿美国人等不归Beacon收入或实际患者数。W26批次不改2025成立快照。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31121",
      "companyId": "YC31121",
      "title": "Avoice企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/avoice",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为建筑事务所管理项目、规格文书、质量检查及施工阶段文件。 移建筑专业工作；3亿项目价值非公司收入，创始人旧涂料1500万及教育项目100万ARR排除，客户数百人规模不当本公司团队。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31133",
      "companyId": "YC31133",
      "title": "Skillsync企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/skillsync",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "检索及转移不同编码Agent的会话历史和工具上下文。 移Agent设施；号称完整携带推理及所有工具记录未独立测，txcript开源声明本轮未开源码，不提升技术等级。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31138",
      "companyId": "YC31138",
      "title": "Aemon企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/aemon",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在企业代码及研究上下文中定义评估、运行实验并优化算法和技术方案。 按代码及实验优化交付归软件研发；官网含工程师共建评估，不当纯无人SaaS。圆堆积世界纪录及小于10美元算力是自述，未核解或复测，不是收入。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31139",
      "companyId": "YC31139",
      "title": "Ashr企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/ashr",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供企业开放权重模型的后训练、托管、可观测及持续学习平台。 移模型基础设施，旧Agent生产环境模拟发布分开。降低token成本不是公司收入，不因自建模型平台就认定出售基础模型。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31149",
      "companyId": "YC31149",
      "title": "EigenPal企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/eigenpal",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "处理多行业文档提取和工作流，支持云及本地部署。 保留通用文档任务；KYC/贷款为用例而非金融行业唯一业务。两家欧洲银行采用自述不等付费或收入，团队缺失继续未知。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31166",
      "companyId": "YC31166",
      "title": "Unisson企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/unisson",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为客户部署团队提供产品知识及辅助实施、上线和健康核查。 移客户交付运营；20分钟学会任何产品、24小时及节约工时为自述，未验证通用性，不据custom integrations归编码主业。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31172",
      "companyId": "YC31172",
      "title": "Terminal Use企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/terminal-use",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为运营密集企业梳理并重建流程，以Agent、现有系统和人工控制点交付。 保留跨行业流程改造，官网明确先流程审核及重建，不视作纯软件订阅。前雇主部署经验不自动计入当前客户、收入或团队。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31185",
      "companyId": "YC31185",
      "title": "Chamber企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/chamber",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "监控模型训练基础设施，定位故障并优化跨云AI工作负载。 移模型基础设施运维；节省GPU浪费、工程师时间及行业2400亿浪费不是自身收入，未独立核自动修复或云权限。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31189",
      "companyId": "YC31189",
      "title": "Revion企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/revion",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为汽车零售技师自动处理行政工作，辅助服务车间运营。 移汽车运营；30至40%工时及客户高毛利收入为效果自述，不归Revion收入，不等已无人维修。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31201",
      "companyId": "YC31201",
      "title": "Robby企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/robby",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "结合技师到访和客户数据发现家政维修销售机会，辅助跟进成交。 移销售运营；40k新业务和每周六位数机会是客户成果/管线，非Robby收入。若干付费客户无合同单价不推MRR，考试备考不当已获认证。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31211",
      "companyId": "YC31211",
      "title": "Sazabi企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/sazabi",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "结合生产日志与代码调查异常，向工程师和编码Agent提供排障上下文。 移软件开发运维；官网日志示例不是实际客户事件或独立性能。投资者所在公司标志不等付费客户，合规标志未核原报告。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31221",
      "companyId": "YC31221",
      "title": "Netter企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/netter",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为企业整合分散数据，配置分析、催收及客户细分工作。 保留跨行业数据工作；养老和零售是例子，不混成单一行业。客户催收金额和促销收益不当Netter收入，P26不改成立快照。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31318",
      "companyId": "YC31318",
      "title": "Databuddy企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/databuddy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "调查产品转化、用户挫折和流失数据并提供分析。 保留企业分析；转化和客户产品问题不是公司收入，安装一步与实时洞察为自述，未核归因准确率。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31352",
      "companyId": "YC31352",
      "title": "Marker企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/marker",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "由前置部署工程师辅助企业发现并实施Agent流程。 保留跨企业改造服务；平台复用不等已实现SaaS毛利，创始人Drapr出售及Gap旧经历不归Marker收入或客户。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31360",
      "companyId": "YC31360",
      "title": "LightSprint企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/lightsprint",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "让产品团队规划、预览并用云编码Agent交付软件。 移软件开发；非工程师是使用者而非企业通用分类依据，前雇主资产规模和经历不归LightSprint收入或资产。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31378",
      "companyId": "YC31378",
      "title": "GodHands企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/godhands",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "从日常工具记录工作步骤、例外及知识，构建操作手册并自动化流程。 保留通用工作；捕获隐性知识和收购整合为用例，不等已经完成并购、获授权录制或实测自动化。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31408",
      "companyId": "YC31408",
      "title": "Antinuous企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/antinuous",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为研发及知识工作提供自主研究、测试和迭代辅助，产品范围待核。 当前描述广泛暂留通用研究，不按愿景推新模型或单一科学行业。旧Salesgraph销售辅助分期；官网本次不可读，未核无人在环能力。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31424",
      "companyId": "YC31424",
      "title": "Lab0企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/lab0",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为B2B软件客户部署自动执行集成、配置和调优工作。 移客户实施运营，与Unisson按同一买家划分。示例20万合同、前雇主Emergent一亿ARR不归Lab0收入或已签合同。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31428",
      "companyId": "YC31428",
      "title": "Ontora企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/ontora",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "访谈员工以识别实际流程、组织知识及自动化瓶颈。 保留流程发现；五设计伙伴、150演示及70万融资不当收入，客户估计生产力损失不等已回收收益或公司ARR。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31433",
      "companyId": "YC31433",
      "title": "Savant企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/savant",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "连接企业工具，整理文档与未记录流程，为员工及Agent提供工作知识。 保留企业知识；company brain不是自研基础模型证据，未经文档/代码复测，不据未记录知识主张推覆盖率。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31437",
      "companyId": "YC31437",
      "title": "Sidekick企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/textsidekick",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过消息及设备数据处理定制制造现场知识、工单和采购任务。 移制造行业工作，文本和设备数据为交付接口，不等制造机器人。15%更多订单为客户效果，不归自身收入。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31466",
      "companyId": "YC31466",
      "title": "Walter企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/walter",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在制造企业ERP及邮件内处理订单、采购和价格差异。 移制造运营；像员工登录与几秒处理为自述，非独立成功率，不因GUI自动化归通用开发设施。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31468",
      "companyId": "YC31468",
      "title": "Chronicle Labs企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/chronicle-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为企业Agent记录生产事件并回测新行为，提供预发布验证环境。 移Agent设施；生产录制与安全改进为自述，不直接当审计或独立证明不会破坏生产。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31470",
      "companyId": "YC31470",
      "title": "Tasklet企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/tasklet-2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "连接企业工具并持续执行报表、数据、邮件和跨应用工作。 保留通用工作，云沙箱写代码为交付方式。5M ARR仅自述，条款运营者为既有Shortwave主体，2025是新产品而非已证新公司；融资、估值、推荐奖金不归收入。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31472",
      "companyId": "YC31472",
      "title": "Wato企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/wato",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为团队Agent提供共享记忆、可复用工作流、工具连接及工作成果上下文。 移Agent上下文设施；聊天到知识复用不是模型训练已证实，授权、版本及实际跨Agent可用性未核。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31494",
      "companyId": "YC31494",
      "title": "RASPIRE企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/raspire",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在应用运行中监测并阻断欺诈、API滥用及安全威胁。 移软件运行安全，不与上线前扫描混为同一产品。自主、全天及无代码为自述，未测试拦截率或影响。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31498",
      "companyId": "YC31498",
      "title": "Aster企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/asterlab",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过自主研究优化推理栈，并提供模型推理API及套餐。 官网有明确推理API报价，按当前可见商业交付移C02；自主研究另列，不据neolab直接归基础模型。644token速度和模型列表未独立核；20月费含30token额度不等利润。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31506",
      "companyId": "YC31506",
      "title": "Tolmo企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/tolmo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "结合代码、CI与云应用关系，调查及修复软件安全问题。 移软件安全，知识图谱为实现方式。全层覆盖和自主修复未测试，不把客户云资产或安全预算当收入。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31510",
      "companyId": "YC31510",
      "title": "Auxos企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/auxos",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "访谈真实目标客户并构建模拟受众，测试营销、产品及定价假设。 移市场研究；所谓一比一客户孪生和总体级洞察未独立验证，模拟反馈不等真实购买/合同或训练数据主营。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31515",
      "companyId": "YC31515",
      "title": "Probe企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/probe",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为AI/ML研究团队整合实验工具、历史上下文及运行可观测。 移模型研究设施；个性化实验室是软件环境而非真实临床实验室，不把研究迭代提速当独立模型成绩。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31537",
      "companyId": "YC31537",
      "title": "Trident企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/trident",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为云、Web及API执行安全验证，定位可修复的软件风险。 移软件安全测试；未运行任何攻击或验证漏洞，自动化宣传不等可授权覆盖全部环境或独立安全保证。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31538",
      "companyId": "YC31538",
      "title": "flowscope企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/flowscope",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为企业梳理、优化并实施端到端AI流程自动化。 保留企业通用流程改造，当前明确implementation firm；旧流程挖掘与现服务交付分期，不按纯软件估收入倍数或毛利。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31545",
      "companyId": "YC31545",
      "title": "Modern企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/modern",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "自动化企业订单到回款及财务团队工作。 保留企业内部财务，不等只服务金融业。旧AI IT部门服务与现O2C分开；前Unmind等业务客户不归Modern。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC31576",
      "companyId": "YC31576",
      "title": "Akkari企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/akkari",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "跟进从售前到扩展的客户承诺、问题与跨渠道工作闭环。 移客户运营；旧OrderAhead用户和BLADE12亿月交易量不归Akkari收入，执行闭环愿景不等完全无人或续费证明。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC32155",
      "companyId": "YC32155",
      "title": "Rex企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/rex-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以Agent及财务专家托管企业应收和订单到回款工作。 保留通用企业财务；官网明确专属财务专家，不当纯SaaS。管理5亿以上应收为客户资产/待收款，非Rex收入或ARR，前Sequence经历单列。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC32161",
      "companyId": "YC32161",
      "title": "Bernard企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/bernard",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为家用及商用电器维修商处理沟通、派工、诊断资料及备件准备。 移维修行业，包含技师备件和交接而不只前台电话。首次修复改善为自述，不当无需技师的自主维修或公司收入。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC32206",
      "companyId": "YC32206",
      "title": "DeepReach Inc.企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/deepreach-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以采集硬件和本地合作网络提供真实工作场景的机器人训练数据。 按售出数据及质量管线移模型数据设施；475设备、100伙伴及15万片段是采集规模，未来一万设备不是已交付。旧HireIO1500万年收入不归DeepReach；官网403。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC32588",
      "companyId": "YC32588",
      "title": "Almanac企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/almanac",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "维护个人及团队的任务、知识、事项和工作上下文并执行任务。 按工作与团队知识暂留C05，个人切入和企业发展阶段分开；自更新套件及自主行动未核，不从productivity suite推付费收入。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC32623",
      "companyId": "YC32623",
      "title": "Omanta企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/omanta",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为复杂病例组织个体化科研、资料整合和临床协作支持。 移专业医疗研究服务；完整人员与组织基础设施为交付一部分，不当纯AI软件。无临床疗效或收入核验，不把研究路线图当诊疗结果。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC32627",
      "companyId": "YC32627",
      "title": "Tenor企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/tenor",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供企业Agent工作执行、决策记录、治理及反馈优化的全栈设施。 移Agent设施；前雇主模型带来10亿收入属履历，不归Tenor，负责商业成果主张不等结果费合同已签。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC33052",
      "companyId": "YC33052",
      "title": "Mireye企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/mireye",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以API及MCP向Agent提供地理、设施、人口及政策上下文。 移Agent数据设施；覆盖地球愿景不等完整数据，前Poker Pit25万ARR不归Mireye，地理信号不等机器人自主控制交付。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC33111",
      "companyId": "YC33111",
      "title": "Skymerse企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/skymerse",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为航空运行规划与监控提供资料解释及决策辅助。 移航空行业应用；Notamify已有采用与未来驾驶舱全系统分开，autopilot标题不等已控制飞机或获适航批准。千名用户不等付费客户或收入。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC33248",
      "companyId": "YC33248",
      "title": "Dock企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/dock",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为创业者以Agent执行获客、交付及持续经营任务。 保留综合经营工作；百人公司比喻不当团队数，创始人此前Branch一亿ARR不归Dock，不把创业愿景当独立盈利或全自动。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC33348",
      "companyId": "YC33348",
      "title": "Autoresearch, Inc.企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/autoresearch-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "针对可衡量任务组织模型后训练、实验、算力与统计验证。 移模型训练设施，包含SFT和持续学习，不因调prompt就归通用工作。旧hiloop发布分期；最佳改进是公司交付主张，未独立验证。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC34530",
      "companyId": "YC34530",
      "title": "Theo企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/theo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为小企业建站并持续依据搜索数据更新内容和获客页面。 按持续获客闭环移营销运营，初始建站是交付环节。69.99月费是报价，前Endgrate10万年收入排除，不由网站价值或访问量推自身ARR。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC34597",
      "companyId": "YC34597",
      "title": "Sentient OS企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/sentient-os",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "在个人Mac上整理邮件、文件及生活上下文，起草回复和辅助跨应用工作。 按个人生活上下文和Mac体验移个人应用，30企业使用不自动代表企业主业。4000alpha用户和百万融资不是收入，开源/LiteRT-LM fork未开源码核查，端上不等零成本或绝对隐私。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC34895",
      "companyId": "YC34895",
      "title": "OpenScaffold企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/openscaffold",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为部署团队依据客户发现、业务目标和历史部署生成定制工作框架。 简介短且官网缺失，暂留企业通用工作；AGI称呼不等已证模型研究或独立能力，客户与当前可用性留缺。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC35126",
      "companyId": "YC35126",
      "title": "Armorer Labs企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/armorer-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "测试企业Agent安全并对生产动作进行检测、暂停或放行。 移Agent设施，具体控制Agent运行而非通用合规。22%更准/88倍更快及六基准为自测，未核成绩；AWS十万客户是旧雇主项目，不归Armorer。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC35291",
      "companyId": "YC35291",
      "title": "Elimentary企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/elimentary",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为私募资本管理人处理结构化信贷及投后中后台工作。 移金融专业应用；客户每年节省15万、20小时到30分钟为自述，不归Elimentary收入，AUM不当公司资产或ARR。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC35393",
      "companyId": "YC35393",
      "title": "Plek企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/plek",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "梳理员工工作及对应成本，具体产品范围待核。 主营仅一句，暂留企业通用流程分析；映射成本不等已节省成本，不据短简介推实际客户、AI作用或收入。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC35553",
      "companyId": "YC35553",
      "title": "0.security企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/0security",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为开发团队及企业验证软件风险并协助修复，含云产品和部署式工具。 移软件安全；云/开源部署双线分开，未查源码或核漏洞，三十亿设备是涉及软件覆盖不是客户数或收入。EY等采用仍自述。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC36147",
      "companyId": "YC36147",
      "title": "Reconero企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/reconero",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "帮助执法人员整理报告、表格及行政分析。 移行业工作；40%文书工时是问题描述，不代表已核节省，未独立核产品功能或合同。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC37005",
      "companyId": "YC37005",
      "title": "Verdun企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/verdun",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过AI视频预筛及人工操作员完成安防监控和升级调度。 移行业监控服务；明确专业人工操作员，不当全无人SaaS。传统20分钟排队是问题陈述，不等现时响应实测或已确认安全保证。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC37896",
      "companyId": "YC37896",
      "title": "Aucert企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/aucert",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为移动应用执行功能、可访问性及应用商店政策测试。 移软件开发验证；性能和安全测试仍为下一步，不当已交付能力。数小时完成为自述，未实际运行产品或核商店认可。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-CAT-YC38226",
      "companyId": "YC38226",
      "title": "Wondersearch企业应用及业务归属复核",
      "url": "https://www.ycombinator.com/companies/wondersearch",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过自研搜索模型与API/MCP为Agent提供语义数据检索。 移Agent检索设施，Evokoa Inc.为公开描述运营者，法律登记待核。自研模型是检索实现，未据此归基础模型；无embedding/摄取主张及无限数据范围未复测。",
      "limitation": "仅读主营及相关发布节选；客户项目、资产、节省、管线、融资与前公司业绩不计自身收入，规模和采用自述未独立验证。"
    },
    {
      "id": "ENTERPRISE3-AEMON-HOME",
      "companyId": "YC31138",
      "title": "Aemon技术研发与工程服务",
      "url": "https://aemon.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网描述代码库内实验优化，先由工程师共建数据、指标与失败案例，再部署研究循环。",
      "limitation": "圆堆积及低于10美元算力为自述；未开解文件、执行notebook或复测，示意回放不是实际产品UI。"
    },
    {
      "id": "ENTERPRISE3-TERMINAL-HOME",
      "companyId": "YC31172",
      "title": "Terminal Use流程审核及实施服务",
      "url": "https://www.terminaluse.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网要求先做流程审核和改造，面向建筑、物流、制造及零售，页脚TERMINAL USE INC.。",
      "limitation": "数周上线及创始人前雇主项目不能当当前公司已签收入，实施及持续人工费用待拆。"
    },
    {
      "id": "ENTERPRISE3-SAZABI-HOME",
      "companyId": "YC31211",
      "title": "Sazabi生产日志及代码排障",
      "url": "https://www.sazabi.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网明确为工程团队和编码Agent连接日志与代码、排查故障并向工程工具提供上下文。",
      "limitation": "演示日志、投资者名单及合规标志不是独立性能、付费客户或已取得审计报告。"
    },
    {
      "id": "ENTERPRISE3-LANCE-ACCESS",
      "companyId": "YC31089",
      "title": "Lance官网访问缺项",
      "url": "https://www.lance.live/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官网访问缺项",
      "summary": "官网本次返回403，当前分类依据YC主营及相关发布节选。",
      "limitation": "访问失败不当停业或不存在，不以页面标题补造产品、收入或合同。"
    },
    {
      "id": "ENTERPRISE3-ANTINUOUS-ACCESS",
      "companyId": "YC31408",
      "title": "Antinuous官网访问缺项",
      "url": "https://www.antinuous.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官网访问缺项",
      "summary": "网页工具未取得官网可读响应，保留YC研究Agent当前描述和旧Salesgraph发布。",
      "limitation": "不以不可读页面推断完整产品或停业；研究愿景及无人闭环待核。"
    },
    {
      "id": "ENTERPRISE3-DEEPREACH-ACCESS",
      "companyId": "YC32206",
      "title": "DeepReach官网访问缺项",
      "url": "https://www.deepreach.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官网访问缺项",
      "summary": "官网本次返回403，数据网络、设备和片段量仅有YC自述。",
      "limitation": "未核采集、数据权利、模型客户、实际交付或收入，硬件数量不等数据净营收。"
    },
    {
      "id": "ENTERPRISE3-ASTER-HOME",
      "companyId": "YC31498",
      "title": "Aster研究定位与商业交付",
      "url": "https://www.asterlab.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网称Aster AI Labs PBC，目标自动化研究，并链接推理和套餐产品。",
      "limitation": "研究方向不等可出售基础模型，自述研究成果本轮未开代码或复测，法律登记未核。"
    },
    {
      "id": "ENTERPRISE3-ASTER-INFERENCE",
      "companyId": "YC31498",
      "title": "Aster托管推理API",
      "url": "https://www.asterlab.ai/inference",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网按token报价提供推理API，描述自主研究用于优化推理栈，支持API兼容调用。",
      "limitation": "报价与644token每秒为公司展示，模型名称、供应商及速度未独立验证；托管其他模型不算自研基础模型。"
    },
    {
      "id": "ENTERPRISE3-ASTER-PRICE",
      "companyId": "YC31498",
      "title": "Aster订阅及token额度",
      "url": "https://www.asterlab.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "套餐原文20/月含30token额度、100/月含150额度，并有企业定制端点。",
      "limitation": "标价不当实收，额度补贴、token实际成本、使用率和确认政策待核，不由额度差额算毛利。"
    },
    {
      "id": "ENTERPRISE3-REX-HOME",
      "companyId": "YC32155",
      "title": "Rex专家在环的应收托管模式",
      "url": "https://www.rex.inc/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网明确财务专家参与部署及持续交付，Agent按政策处理应收工作并按成果和SLA定价。",
      "limitation": "管理应收、客户回款及示例发票不是Rex收入；SLA、客户合同、人工工时和确认政策未核。"
    },
    {
      "id": "ENTERPRISE3-TASKLET-HOME",
      "companyId": "YC31470",
      "title": "Tasklet组织级Agent工作产品",
      "url": "https://tasklet.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网描述连接业务工具、共享Agent与上下文，并以用量而非席位收费，含浏览器和内部应用生成功能。",
      "limitation": "主页示例账单、管线、logo、免费试用均不作实际公司收入或审计；多模型、可靠性及自主交付未运行核。"
    },
    {
      "id": "ENTERPRISE3-TASKLET-PRICE",
      "companyId": "YC31470",
      "title": "Tasklet订阅额度及一次性充值",
      "url": "https://tasklet.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网25月费含10000额度、100月费含40000额度，团队无额外席位费；一次性额度有效一年、最低25购买。",
      "limitation": "订阅、充值、免费奖励和实际消耗分开，现金预收不等经常性收入；报价不推真实ARPA、毛利或ARR。"
    },
    {
      "id": "ENTERPRISE3-TASKLET-TERMS",
      "companyId": "YC31470",
      "title": "Tasklet运营者为Shortwave",
      "url": "https://tasklet.ai/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "现行条款明确Tasklet运营者为Shortwave Communications Inc.，并描述持续订阅、支付及取消。",
      "limitation": "条款不是独立注册证明；不能把产品2025上线当法人或创业公司成立，不将旧业务收入自动归入新产品。"
    },
    {
      "id": "ENTERPRISE3-TASKLET-LAUNCH",
      "companyId": "YC31470",
      "title": "Tasklet公司自述5M ARR",
      "url": "https://www.ycombinator.com/launches/PsX-tasklet-the-cloud-agent-os-for-knowledge-work",
      "publishedAt": "2026-04-07",
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "发布正文称原文$5M ARR、年初至今增长超过1200%，另有2000万融资及1.75亿估值。",
      "limitation": "页面展示2026-04-07但正文可更新，准确经营截至日、币种、经常性定义和产品/集团范围未核；融资与估值排除，不入同期比较。"
    },
    {
      "id": "ENTERPRISE3-TASKLET-INTRO",
      "companyId": "YC31470",
      "title": "Shortwave把Tasklet描述为新产品",
      "url": "https://www.shortwave.com/blog/introducing-tasklet-ai-automation/",
      "publishedAt": "2025-10-09",
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "2025-10-09原始公告称Tasklet是从既有Agent技术发展出的独立自动化产品，并继续投资两个产品。",
      "limitation": "独立产品不等独立新公司；与现行同名运营者条款形成延续线索，但精确注册及财务合并范围未核。"
    },
    {
      "id": "ENTERPRISE3-SHORTWAVE-HISTORY",
      "companyId": "YC31470",
      "title": "2022 Shortwave业务沿革",
      "url": "https://www.shortwave.com/blog/introducing-shortwave/",
      "publishedAt": "2022-02-15",
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官方2022-02-15发布邮件产品，作者Andrew Lee，页面与现Tasklet条款均出现Shortwave Communications Inc.。",
      "limitation": "2022产品发布不当精确法律成立日；只证明既有业务，不能将当时900万融资或Firebase经历当Tasklet收入。"
    },
    {
      "id": "ENTTAG1-CAT-YC30294",
      "companyId": "YC30294",
      "title": "Sennu AI当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/sennu-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "自述为企业经营建设定制AI系统，当前具体主交付待核。 现短主营暂留企业，官网无可读正文。旧销售代理、Salesforce QA及代码评审按发布时间分开，不能以旧产品替代当前全部业务；客户咨询合同10万至百万非Sennu收入。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30406",
      "companyId": "YC30406",
      "title": "BitBoard当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/bitboard",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "供团队及代理创建共享的图表、SQL、代码和持续更新分析工作簿。 保留企业工作，MCP是入口而非只卖Agent运行时。客户推送数据/连接仓库的托管责任及权限需核，活图表不证明数据正确或已付费。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30425",
      "companyId": "YC30425",
      "title": "Auctor当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/auctor",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "组织软件实施项目的访谈、需求、范围、交接及交付材料。 据现官网保留企业实施管理，非直接承担所有代码开发或项目承包。300次客户访谈非300付费客户，半数团队案例为厂商转述，项目金额/客户收益不归Auctor收入。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30450",
      "companyId": "YC30450",
      "title": "Kestral当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/kestral",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为产品团队和代理维护项目上下文、任务状态及优先事项。 按现Project Brain保留企业协作，旧以客户请求优先级/销售闭环切入另记，不只归客户获客。500亿市场和原同行五六位报价不是自身收入，官网示例任务不是实测。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30464",
      "companyId": "YC30464",
      "title": "Sixtyfour当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/sixtyfour",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "研究人员与企业身份、关系及风险线索以支持调查和风控。 按现专业调查移行业应用，旧sales terminal分期。公开记录/暗网/身份核对是自述未执行个案，官网自建RECON及外部验证标识未独立核；犯罪金额、交易收益和市场报价非自身营收。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30465",
      "companyId": "YC30465",
      "title": "Photonium当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/photonium",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以光学设计软件、定制自动化及工程咨询完成设计和制造交接。 移行业专业软件，非自有实体光学产品制造。官网明确设计由专家审核，软件/咨询成本及收费待拆，光追与容差效果未独立验证。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30496",
      "companyId": "YC30496",
      "title": "QualGent当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/qualgent",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以模拟人类交互的代理在移动设备上执行软件QA。 移软件开发QA，非企业通用文档工具。云真实iOS/Android测试、自愈与全闭环为厂商描述未执行；客户应用排名第三不是QualGent收入或可归因效果证明。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30554",
      "companyId": "YC30554",
      "title": "Bond当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/bond",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "整理公司信息并为管理者提供实时重点及行动建议。 保留企业工作。每周节省十小时为自述未独立测，实时掌握全公司及优先级准确性未核，不把高管/前雇主规模当当前付费数或收入。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30623",
      "companyId": "YC30623",
      "title": "Playgent当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/playgent",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为模型后训练构建金融任务、验证规则及模拟环境。 按现官网RL金融训练移C02；YC通用API沙盒和旧Pharmie药房助手另记，产品沿革/并存范围未核。LBO示例450亿欧元收购和模拟收益不是Playgent收入或真实交易。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30640",
      "companyId": "YC30640",
      "title": "Monarcha当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/monarcha",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将扫描地图、地块及土地资料转为可查询GIS空间数据。 移行业应用。九十秒内自动配准、缺失数据纠正与准确性未实测；历史图件授权和现场核验费用未知，土地价值非平台收入。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30661",
      "companyId": "YC30661",
      "title": "Stockline当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/stockline",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为食品批发商接收多渠道订单并整合到运营ERP。 移食品行业软件，全ERP仍为长期方向。WhatsApp/短信/电话订单处理不证明所有人工已消除；创始人家庭行业与客户商品收入不归Stockline。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30669",
      "companyId": "YC30669",
      "title": "Slashy当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/slashy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为创始人和运营用户提供邮件草稿、收件箱、日历及跟进。 保留企业邮件，旧Dash/通用工作助手分期。省一/两小时、CASA/SOC及不训练声明均待独立核；未读取用户邮箱或发送消息，客户与读者规模不当自身财务。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30680",
      "companyId": "YC30680",
      "title": "Riverbank当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/riverbank",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "绘制异构IT系统拓扑、依赖、接口及可达路径。 按当前基础设施制图移开发支持，官网无正文，当前AI具体作用、交付接口及客户仍缺。不据cartography推GIS实物地图或全自动代理，不猜营收为零。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30684",
      "companyId": "YC30684",
      "title": "Doe当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/doe",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "连接工作工具供代理完成任务，并为用户提供统一工作界面。 保留通用工作。旧发布愿景与当时可用能力分开，不认定所有工具/任务都可靠执行；未运行或核权限、隐私、收费和真实完成率。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30694",
      "companyId": "YC30694",
      "title": "Epicenter当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/epicenter",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供共享本地数据的个人笔记、转录及AI工作工具生态。 移个人应用，开发库与代码助手是生态组成非全公司主交付。旧MIT/纯本地宣传和现AGPL/可选Cloud分开；云中继可读明文为官网说明，不能推所有模式数据不出设备，免费应用不等公司零营收。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30785",
      "companyId": "YC30785",
      "title": "RowFlow当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/rowflow",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "把表单转换为多渠道对话并收集结构化资料和跟进。 保留跨行业信息工作，不只按lead intake归获客或医疗执业。回应率提高和成本减半是厂商效果未核；受访者数、客户数据或业务金额非RowFlow营收。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30850",
      "companyId": "YC30850",
      "title": "Zavo当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/zavo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "从机构和专家取得临床等资料并整理训练数据及RL环境。 按当前模型供给移C02，目录还提机器人而现官网聚焦医疗，范围分开。真实病历/多模态目录不证明实际全量拥有权，未读取患者数据、合同或核去标识/同意与临床效果。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30867",
      "companyId": "YC30867",
      "title": "Soren当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/soren",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "由嵌入客户团队的工程师与AI交付定制软件和持续支持。 按软件建设交付移C04并明确是服务，不按工程师减少直接当纯SaaS。匿名40亿银行资产、180律师/90医生和节时是客户案例背景，不归Soren收入，专业决策仍由客户人员负责。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30894",
      "companyId": "YC30894",
      "title": "Unsiloed AI当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/unsiloed-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将文档解析、字段抽取和分块作为面向LLM/代理的API。 按应用文档接入移C03，自有视觉模型是内部实现非自动归基础模型公司。示例财报1.67M及4200发票非Unsiloed收入，文档量/厂商基准不等实收或独立验证。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30906",
      "companyId": "YC30906",
      "title": "Agentic Fabriq当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/agentic-fabriq",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为代理设置身份、最小权限、审批及跨工具审计。 移Agent设施，非普通企业工作助手。员工权限精确约束、无共享密钥和首次解决为自述，未实测授权绕过或查审计，两个重复发布不当独立证据确认。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30912",
      "companyId": "YC30912",
      "title": "Redapto当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/redapto",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为制造物流能源等关键运营连接信号、代理及人工指挥。 官网补足原泛化简介，移行业应用；不认定自有机器人/工厂实物交付。政策、异常及决策由运营人员控制，世界模型式上下文不证明自研基础模型，实际项目和收入未核。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC30956",
      "companyId": "YC30956",
      "title": "Automax.ai当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/automax-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以移动采集和AI工作台协助持牌评估师签发住宅估价报告。 移行业专业服务，非无人估值SaaS。旧十/二十分钟分析与现24小时订单交付不同环节；评估师复核签字仍在，示例房价和贷款本金非收费/收入，合规和牌照未独立核。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC31009",
      "companyId": "YC31009",
      "title": "Specific Labs当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/specific-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "取得真实公司经营资料和代码库以构建任务、训练及评测环境。 移模型供给；旧Bear获推荐/营销产品分期。Real-SWE现25私有任务/18模型和每题五次为厂商研究，不当独立评测或自有基础模型能力；样本需申请，未取得私有数据或核授权。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC31098",
      "companyId": "YC31098",
      "title": "10x Science当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/10x-science",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "用AI分析蛋白质治疗候选的表征资料以支持药物研发。 按科学表征工作移行业应用，模型研发为实现，不推已发布通用基础模型。企业商业牵引无收入数字，15万月节省及每天百万临床延误是客户/行业价值，非10x Science营收或临床批准。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC31184",
      "companyId": "YC31184",
      "title": "Assemble当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/assemble",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为企业IT系统识别依赖、实现逻辑并验证和回退变更。 按当前开发交付移C04，不把业务系统使用等同一般业务助手。官网改动需审核再提升，回退/四十倍交付及半成本是自述未实测，演示订单不当生产成果或收入。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-CAT-YC31215",
      "companyId": "YC31215",
      "title": "Bubble Lab当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/bubble-lab",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为社区和活动运营者整合成员、匹配、沟通、自动化和收费。 按现垂直运营移C07，旧Slack通用Ops平台分期。20千支持人数是成员/活动覆盖非付费客户数，社区会费总额不归平台收入；标价和12000节省不能相乘反推ARR。",
      "limitation": "目录及公司自述可更新；客户金额、行业市场、估价、成本节省、旧履历、赠送及演示不作自身ARR，能力不因简介或标签而确证。"
    },
    {
      "id": "ENTTAG1-SENNU-HOME",
      "companyId": "YC30294",
      "title": "Sennu当前官网正文缺项",
      "url": "https://www.sennu.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具没有返回正文，当前通用企业系统定位据YC短简介，旧三阶段发布另记。",
      "limitation": "不凭标题替代完整产品、合同或收入证据，当前主交付及人工成本仍缺。"
    },
    {
      "id": "ENTTAG1-AUCTOR-HOME",
      "companyId": "YC30425",
      "title": "Auctor实施协作与审核交付",
      "url": "https://www.getauctor.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网覆盖需求访谈、范围、售前到交付材料和项目交接，服务商/集成团队使用，产物review-ready。",
      "limitation": "不是已独立验证代码自动实施或由Auctor承包全部项目，客户团队减半为厂商转述，实际单价和回款未知。"
    },
    {
      "id": "ENTTAG1-SIXTYFOUR-HOME",
      "companyId": "YC30464",
      "title": "Sixtyfour现身份研究及风险应用",
      "url": "https://www.sixtyfour.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网列信任安全、人员身份、金融调查及Research API，展示来源关联；RECON自建且标HUD外部验证。",
      "limitation": "未读完整RECON或HUD独立材料，不认定已独立验证98.5%或调查个案，示例风险分数不当真实犯罪认定/收入。"
    },
    {
      "id": "ENTTAG1-RIVERBANK-HOME",
      "companyId": "YC30680",
      "title": "Riverbank官网正文缺项",
      "url": "https://www.riverbank.sh/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具未取得正文，当前系统拓扑/依赖/接口定位仅据YC简介。",
      "limitation": "具体AI作用、数据来源、现产品及买家待核；基础设施开发支持为暂分类，不推零营收。"
    },
    {
      "id": "ENTTAG1-EPICENTER-HOME",
      "companyId": "YC30694",
      "title": "Epicenter本地工具与可选云同步",
      "url": "https://epicenter.so/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网列Whispering、个人记忆与代码助手，转录可选本地/云模型；FAQ称Epicenter Cloud中继能读明文，可自托管或离线。",
      "limitation": "local-first不等所有配置数据不出机，旧MIT/纯本地发布和现AGPL分别记录；未安装、上传资料或验证隐私。"
    },
    {
      "id": "ENTTAG1-EPICENTER-REPO",
      "companyId": "YC30694",
      "title": "Epicenter现公开仓库材料",
      "url": "https://github.com/EpicenterHQ/epicenter",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "README和目录可读，列本地数据存储、Honeycrisp与Whispering状态，部分结构与官网示例不同。",
      "limitation": "未固定相同commit、编译/运行或迁移数据，缓存/版本差异保留，源码可读不证明同步正确、所有历史资料兼容或收入。"
    },
    {
      "id": "ENTTAG1-EPICENTER-LICENSE",
      "companyId": "YC30694",
      "title": "Epicenter现许可索引与历史MIT",
      "url": "https://github.com/EpicenterHQ/epicenter/blob/main/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "许可索引称现apps/packages为AGPL-3.0-or-later，部分已发旧MIT版本继续保留旧许可，包级文件优先。",
      "limitation": "本轮未逐包核所有许可；不能把2025旧帖MIT套用当前所有代码，也不将2023版权起点当法人成立年。许可不是营收证据。"
    },
    {
      "id": "ENTTAG1-EPICENTER-MODEL",
      "companyId": "YC30694",
      "title": "Epicenter托管与支持商业方向",
      "url": "https://github.com/EpicenterHQ/epicenter/blob/main/FINANCIAL_SUSTAINABILITY.md",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "维护者说明以Epicenter Cloud托管同步维持项目，并拟向自托管组织提供支持合同，当前贯穿AGPL，旧双许可想法未采用。",
      "limitation": "商业方向/托管自述未给实收、价格、付费数或财务期，不因开源免费认定零收入，不把尚拟支持合同当已签ARR。"
    },
    {
      "id": "ENTTAG1-SPECIFIC-HOME",
      "companyId": "YC31009",
      "title": "Specific现真实业务数据供给",
      "url": "https://withspecific.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网从真实企业数据构建任务/环境，并提供Real-SWE1.1与样本申请入口。",
      "limitation": "旧Bear营销业务与当前数据供给分期，经营研究花费/用户不是Specific卖数据收入，未申请私有资料。"
    },
    {
      "id": "ENTTAG1-SPECIFIC-BENCH",
      "companyId": "YC31009",
      "title": "Specific Real-SWE1.1方法范围",
      "url": "https://withspecific.com/benchmarks/real-swe",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前报告称25私有代码任务、18模型、原生harness和每题五次pass1平均，列任务示例、误差及估算运行成本。",
      "limitation": "是数据供应商自有研究，不独立于该公司；25题不代表全部编码工作，模型+harness不等裸模型排名。未读私有代码/完整轨迹或复现，估算成本不是公司收入。"
    },
    {
      "id": "ENTTAG1-BUBBLE-HOME",
      "companyId": "YC31215",
      "title": "Bubble Lab现社区活动与收费",
      "url": "https://bubblelab.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网聚焦社区/活动运营，称20千以上支持覆盖和12000年度软件节省；FAQ列99/499/799/1499起月费及1%处理支付费。",
      "limitation": "支持人数不是组织/付费数，社区会费总额与平台分成、软件费分开；30日可退款试用不直接当已确认经常性收入，未核实际合同和服务成本。"
    },
    {
      "id": "ENTTAG1-REDAPTO-HOME",
      "companyId": "YC30912",
      "title": "Redapto现产业运营范围",
      "url": "https://redapto.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网面向制造物流能源等，连接传感、文档及系统，以运营人员政策/异常复核治理代理执行。",
      "limitation": "不是自有机器人制造或已证明全部流程自主，实际部署、客户和收入未核，世界模型式上下文不等基础模型性能。"
    },
    {
      "id": "ENTTAG1-AUTOMAX-HOME",
      "companyId": "YC30956",
      "title": "Automax现估价服务和持牌签批",
      "url": "https://www.automax.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网服务订单至签报告约24小时，现场数据可由业主或第三方采集，持牌评估师匹配、复核、签字，Appraisal Copilot为内部工具。",
      "limitation": "旧十分钟分析与整单交付不同，未验证牌照、合规或真实周期；示例2424743估价和房价不是平台收费/收入。"
    },
    {
      "id": "ENTTAG1-SOREN-HOME",
      "companyId": "YC30867",
      "title": "Soren工程人员与持续服务",
      "url": "https://soren-ai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称工程师嵌入团队建设定制AI、上线后持续支持；匿名案例银行资产40亿、法律/临床团队及节时。",
      "limitation": "匿名客户资产/团队规模非Soren员工/收入，客户信贷官和专家仍决定。未核案例和合同，不能按AI原生认定无人交付或纯订阅毛利。"
    },
    {
      "id": "ENTTAG1-TENX-ACCESS",
      "companyId": "YC31098",
      "title": "10x Science官网正文缺项",
      "url": "https://10xscience.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具无可读正文，现蛋白表征平台定位据YC及附载发布。",
      "limitation": "商业牵引无数字不自动记企业披露收入；实验/临床/独立性能、合同仍缺，未从标题推全文。"
    },
    {
      "id": "ENTTAG1-ZAVO-HOME",
      "companyId": "YC30850",
      "title": "Zavo现医疗训练数据与环境",
      "url": "https://zavo.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网聚焦医疗AI数据、专家和训练环境，列病历、影像、音频和纵向资料类型。",
      "limitation": "目录还提机器人，范围分期；资料类型不证明均已许可或交付，未接患者记录/专家报名、核授权和去标识，也不等临床疗效验证。"
    },
    {
      "id": "ENTTAG1-PLAYGENT-HOME",
      "companyId": "YC30623",
      "title": "Playgent现金融后训练环境",
      "url": "https://www.useplaygent.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网当前聚焦金融RL任务/验证器/专家环境，列LBO、收益归一化和银行并购模拟。",
      "limitation": "与YC通用API沙盒及旧Pharmie分别记录，实际并存范围/主体链未知。450亿欧元示例交易、IRR及标的EBITDA不作平台收入。"
    },
    {
      "id": "ENTTAG1-UNSILOED-HOME",
      "companyId": "YC30894",
      "title": "Unsiloed现文档API及演示边界",
      "url": "https://www.unsiloed.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网以双流视觉模型解析、抽取及切分文档供企业AI使用，示例财报Q4为1.67M、发票4200，展示自测榜。",
      "limitation": "这些是解析输入示例而非自身财务；未读取完整榜或复现，也未上传文件、注册支付、调用API。自有视觉技术不等对外基础模型销售。"
    },
    {
      "id": "ENTTAG1-ASSEMBLE-HOME",
      "companyId": "YC31184",
      "title": "Assemble现企业系统开发和人工审核",
      "url": "https://www.assemble.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网展示业务系统逻辑/元数据变更、验证及回退，promotion需用户审核，代码开发和系统实施为交付。",
      "limitation": "四十倍/半成本为厂商比较未实测，演示订单及回退不当真实客户工作，未接入ERP/运行变更；页脚Standard Interaction, Inc.非注册证明。"
    },
    {
      "id": "ENTTAG1-PHOTONIUM-HOME",
      "companyId": "YC30465",
      "title": "Photonium软件及专家咨询双线",
      "url": "https://www.photoniumoptics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网提供Insight光学设计、定制自动化和高级工程师咨询，设计选择由专家复核，导出设计及容差结果。",
      "limitation": "未运行光追或验证制造结果，软件许可/定制/咨询费用与人力未拆，不推成纯软件毛利或自有器件销售。"
    },
    {
      "id": "ENTTAG1-KESTRAL-HOME",
      "companyId": "YC30450",
      "title": "Kestral现项目上下文协调",
      "url": "https://kestral.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网Project Brain为团队/代理维护项目任务、状态和优先事项，客户反馈是其中一部分。",
      "limitation": "旧customer prioritizer与现协调工作分期；代码插件存在入口未读/安装，安全合规未核报告，示例任务和TAM不作营收。"
    },
    {
      "id": "ENTTAG1-TENX-SAVING",
      "companyId": "YC31098",
      "title": "10x Science客户节省及行业延误成本",
      "url": "https://www.ycombinator.com/launches/PQm-10x-science-unlocking-the-future-of-drug-development",
      "publishedAt": "2026-02-12",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "发布自述每团队每月150000以上时间节省，行业临床延误每天成本百万以上。",
      "limitation": "客户/行业估值不是公司实际收费、毛利或收入，临床能力和可复现效果未独立核。"
    },
    {
      "id": "ENTTAG2-CAT-YC31272",
      "companyId": "YC31272",
      "title": "Poth Labs现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/poth-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "连接客户行为、反馈和对话，研究流失、采用及产品机会。 从适应性访谈扩展到客户知识图谱，移客户运营；旧调查产品分期。以Slack举例不等已为Slack部署，合作团队数和付费未知，引用证据不保证因果判断正确。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC31295",
      "companyId": "YC31295",
      "title": "Carrot Labs现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/carrot-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "归集AI供应商支出，并按客户、功能、团队及代码PR归因。 当前SuperPenguin成本管理移模型设施，旧Carrot持续调优分期，官网称由Carrot Labs提供。被管理账单是客户付供应商的钱，不是自身销售额，前雇主数十亿收入不归本公司。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC31404",
      "companyId": "YC31404",
      "title": "Userlens现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/userlens",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "根据产品行为为用户生成个性化采用指引和跟进。 移客户运营。官网现Lumi采用指引与旧CSM续约/QBR分期；Quartr和Smartly的ARR属于客户，Wudpecker用户/客户是前业务，不转为本公司收入或付费数。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC31441",
      "companyId": "YC31441",
      "title": "Infera现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/infera",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将实验描述转为仪器脚本、人工步骤及实验室记录。 移专业实验软件，控制既有仪器不等自制机器人。Boston试点不等已付费，人工移液仍需人做，协议验证及真实实验结果未实测。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC31444",
      "companyId": "YC31444",
      "title": "Alchemize现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/alchemize",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "自述建设AI原生海关报关业务，当前细节未公开核实。 按YC短主营移专业报关，官网无可读正文，不把AI-enabled标题推为全自动或已持有牌照，主体、合同、收入和人工交付均留缺。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC31825",
      "companyId": "YC31825",
      "title": "Kebra现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/kebra",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "采集现场维修资料并用运营记忆驱动报告、索赔和协调。 移行业运营软件。当前现场可查询记忆与旧后台自动化分期，未来机器人是愿景非当前硬件销量，跨州合作未给付费数，质保索赔总额非平台收入。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC32135",
      "companyId": "YC32135",
      "title": "Trope现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/trope",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为定制ERP设计、实现、测试并维护AI代理。 按现工程实现移软件开发，旧实施项目协作分期。官网零实施费不等全部免费或零工程成本，Trope承担部署维护；五百亿咨询市场不是自身收入，sandbox/shadow自述未执行。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC32162",
      "companyId": "YC32162",
      "title": "Studio现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/studio",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "模拟消费者群体对价格、产品、营销及传播决策的反应。 移客户与营销研究，模拟社会不等通用基础模型业务。95%官网、旧发布95%以上和目录97%以上口径不同，未核误差定义、样本或独立复现；预测的客户销售和2亿模拟消费者非公司收入/用户数。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC32223",
      "companyId": "YC32223",
      "title": "Marble现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/joinmarble",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "整合餐饮后厨库存、采购、发票、排班及需求预测。 移餐饮专业软件，旧Truffle名称保留。90%盘点提速、97%需求预测与99%盘点准确是不同自测指标，40%食物浪费下降非公司毛利；500推荐奖励、行业浪费和前雇主交易额非营收。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC32226",
      "companyId": "YC32226",
      "title": "Glen现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/glen",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为不同代理检索、注入组织历史并共享会话、技能及上下文。 移Agent设施而非一般办公助手。内部百PR重放的29%token和21%时间节省非独立普适能力，字符注入量和早期组织使用不等付费，迁移无损及权限隔离未执行。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC32227",
      "companyId": "YC32227",
      "title": "Context.dev现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/contextdev",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "经API提供网页检索、抓取、结构化数据及持续监控。 移Agent数据连接，网页训练数据用途非其全部主业。YC旧发布400客户、现简介600以上组织及官网1000免费额度分期，未确认全部付费；Dench三百万pipeline为客户线索，融资非营收。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC32256",
      "companyId": "YC32256",
      "title": "Zaplar现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/zaplar",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以统一PMS、预订、渠道、POS及客房运营系统服务酒店。 移酒店运营。发布明确建议由员工审核编辑批准，非所有操作无需人；旧活动预订到现全栈愿景分期，目录7人与发布8人保持原快照，不据此推收入或团队增长。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC32418",
      "companyId": "YC32418",
      "title": "Traceforce现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/traceforce",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "监测企业终端的AI应用和工具调用并执行风险控制。 移Agent安全设施，TraceGraph支出查询是组成部分。40以上试点被称值三百万ARR是潜在试点价值，非已实现ARR；6000以上设备和10以上企业未证明付费；公开MCP扫描器不等完整商业端点系统已验证。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC32947",
      "companyId": "YC32947",
      "title": "Executor现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/executor",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将连接、凭据及逐工具权限统一为代理可用的网关。 移Agent设施，官网明确自身不运行AI而扩展既有Agent；浏览器/电脑能力标即将推出。旧本地用户、npm下载和星标非付费；前AnswerOverflow一百五十万月用户不归Executor。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC33046",
      "companyId": "YC33046",
      "title": "CarSignal现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/carsignal",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为汽修店整合车辆诊断、接待、报价、配件及工单流转。 移行业应用，不因定制OBD-II就称机器人制造。40店18州为厂商部署自述非已核付费；故障诊断建议和实际维修结果需技师及测试，配件/维修订单总额非软件收入。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC33047",
      "companyId": "YC33047",
      "title": "Decawork现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/decawork",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "按任务、企业政策及历史动作判断代理权限并即时执行。 移Agent权限设施，训练小模型是实现手段非独立基础模型售卖证明。人工审批条件仍需配置，模型误判/越权未实测，前创业十万月活非本公司使用数。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC33673",
      "companyId": "YC33673",
      "title": "Caution现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/caution",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供可验证的机密计算部署与托管。 移计算基础设施对照，非纯AI主营：通用敏感工作负载亦适用。AWS Nitro当前支持与其他后端开发中分开；先前Distrust服务系统六千亿资产非本公司收入，旧业务与新产品法律链仍待核。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC33674",
      "companyId": "YC33674",
      "title": "UFO.ai现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/ufoai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "自述学习企业上下文并组织工具和流程以推进工作。 短简介暂留企业通用，官网无可读正文，操作系统称谓不证明在卖底层运行时或自研模型。创始人既有Copilot/Perplexity产品经历非UFO收入或已核能力。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC33969",
      "companyId": "YC33969",
      "title": "OpenTag现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/opentag",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在Slack中协作执行工作并自动维护企业知识库。 保留企业通用工作，模型无关是兼容定位不等自售模型设施。旧Gini与现OpenTag分期；10团队为早期可用自述非付费，前雇主数百万使用非当前用户，权限/沙盒安全未测。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC34896",
      "companyId": "YC34896",
      "title": "Faraday现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/faraday",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将制造及分销的订单、计划、机器和业务记录连接并自动化。 移工业运营软件，连接既有机器不等自造硬件；公司专属RL环境是交付手段非只卖通用训练数据，未来机器人协调与已实现部署分开，客户制造收入不归本公司。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC35094",
      "companyId": "YC35094",
      "title": "Forward现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/useforward",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "自述匹配商业债务顾问的融资委托与私募信贷基金。 移金融专业应用，官网仍标11月6日2026发布及投资者候补，当前不推已开放交易。融资委托/贷款本金非平台收入，签约主体、牌照、收费和实单待核，不将页脚当注册证明。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC35096",
      "companyId": "YC35096",
      "title": "Stacktrace现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/stacktrace",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "观测代理动作、限制权限并在偏离目标时干预。 移Agent安全设施。当前Claude Code与Codex/Devin Preview分开，个人网关Preview非全部可用；页面零计数及示例告警不当真实客户/零营收证据，未实际接入或测试。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC35262",
      "companyId": "YC35262",
      "title": "Bryel现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/bryel",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前自述视觉智能研究，具体产品与对外交付仍缺资料。 目录现名Perceptual Labs，官网工具不可读；仅视觉智能口号不足认定C01模型、C02训练设施或C08创意，移待分类。10月7日旧Bryel训练服务与当前定位分开，前公司收入/用户及提速均不作本公司实收或独立效果。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC35784",
      "companyId": "YC35784",
      "title": "Vorelios现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/vorelios",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以物理基础模型预测新设计的流场，并拟扩展多物理过程。 按当前官网物理模型移基础模型，先空气动力学，热传导/结构为扩展方向。三套公开基准的供应商评分不等独立验证，不能把1至31毫秒推成全设计取代求解器或整个工程交付。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC36180",
      "companyId": "YC36180",
      "title": "Vexo现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/vexo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以持续收音腕带连接手机与个人代理，记录记忆并执行任务。 移实体设备，非单纯办公软件。官网199原文美元符号标价、12月2日起发货承诺且发货前可退款，不当已交付收入；演示39每月是客户幻灯片非Vexo订阅，健康感测非医疗验证。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CAT-YC36378",
      "companyId": "YC36378",
      "title": "Synara现主营及历史数字边界",
      "url": "https://www.ycombinator.com/companies/synara",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "经安防集成商提供AI视频筛查、人工核验及事件响应。 移安防专业服务，官网明确人工核验/语音干预和现有摄像头接入，非纯无人软件或自有硬件制造。白标渠道收入与Synara确认收入分开，示例和AI生成视频不是真实事件或效果证明。",
      "limitation": "来自可变的公司目录及自述，未独立核付费、财务或生产能力；试点价值、客户收入、节省、资产、旧业务和示例不得当自身ARR。"
    },
    {
      "id": "ENTTAG2-CARROT-HOME",
      "companyId": "YC31295",
      "title": "SuperPenguin当前成本管理产品",
      "url": "https://superpenguin.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网将多供应商成本按客户、功能、团队和PR归因，页脚称Carrot Labs提供；默认只存成本元数据，内容采集需另选。",
      "limitation": "不是模型推理代理/重路由服务；旧Carrot调优交付分期，未安装Mac应用、连接账单或独立测延迟和隐私。"
    },
    {
      "id": "ENTTAG2-CARROT-PRICE",
      "companyId": "YC31295",
      "title": "成本管理订阅与客户供应商账单分开",
      "url": "https://superpenguin.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前Free管理支出至2000、Growth30/月至5000、Pro200/月至20000、Enterprise另议；managed spend是供应商给客户的账单，非SuperPenguin收费。",
      "limitation": "原文$币种待核；档位含成员限制但非按成员/请求收费，超过额度可升级非硬停。未核实际成交/订阅数，不以管理账单乘客户数当ARR。"
    },
    {
      "id": "ENTTAG2-USERLENS-HOME",
      "companyId": "YC31404",
      "title": "Userlens当前Lumi产品采用指引",
      "url": "https://userlens.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "现官网围绕B2B SaaS/PLG按产品行为生成采用campaign及个性化消息，用户设目标和约束。",
      "limitation": "与旧CSM续约/QBR定位分期，示例192人不是已核客户或付费数，未接入/发送消息或独立验证采用提升。"
    },
    {
      "id": "ENTTAG2-ALCHEMIZE-ACCESS",
      "companyId": "YC31444",
      "title": "Alchemize官网正文缺项",
      "url": "https://tryalchemize.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具仅返回AI-enabled报关标题，无可读正文；现分类据YC短主营。",
      "limitation": "不从标题推断持牌、全自动流程、真实合同或收入，具体软件/人工责任待核。"
    },
    {
      "id": "ENTTAG2-TROPE-HOME",
      "companyId": "YC32135",
      "title": "Trope当前ERP代理工程与零实施费",
      "url": "https://trope.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称负责定制Agent工程、sandbox/shadow验证及上线后维护，标零实施费，面向ERP企业及渠道伙伴。",
      "limitation": "零实施费不是零成本或全部免费；旧实施协作定位另记，未核产品收费、真实执行、合规徽章或效果。"
    },
    {
      "id": "ENTTAG2-STUDIO-HOME",
      "companyId": "YC32162",
      "title": "Studio模拟市场与数字范围",
      "url": "https://www.trystudio.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网以营销/消费者决策模拟为交付，称5企业客户、2亿建模消费者、95%预测准确，展示价格及销量情境。",
      "limitation": "客户付费状态未知；模拟消费者不是用户或人口普查，客户销量/示例价格非自身营收；目录97%以上与旧95%以上未统一测量口径。"
    },
    {
      "id": "ENTTAG2-GLEN-HOME",
      "companyId": "YC32226",
      "title": "Glen组织上下文检索与跨代理会话",
      "url": "https://www.tryglen.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网展示上下文注入、会话接续及团队技能，称21%提速和29%token减少，并链接自测方法。",
      "limitation": "只读官网，未安装CLI或验证完整会话接续、权限和可靠性。演示代码/工作流非真实客户成果。"
    },
    {
      "id": "ENTTAG2-GLEN-BENCH",
      "companyId": "YC32226",
      "title": "Glen百PR重放的厂商自测范围",
      "url": "https://www.tryglen.com/blog/replaying-100-prs",
      "publishedAt": "2026-08-04",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-08-04自述在已使用两个月的单一工作区重放100个已合并PR，Codex5.5同提示/harness，每题每组五次；记忆回退至原任务前，保留测试判分，计端到端耗时。",
      "limitation": "方法是厂商披露且未读任务代码/完整轨迹或复现；时间回退防泄漏只是其自述。不能从单仓平均节省推普适准确率、全部模型排名或客户收入。"
    },
    {
      "id": "ENTTAG2-CONTEXT-HOME",
      "companyId": "YC32227",
      "title": "Context网页数据API与融资/客户金额边界",
      "url": "https://www.context.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网提供网页检索、抓取、批量及监控接口，当前1000免费credits，并披露900万seed融资。",
      "limitation": "与旧发布500免费credits分期，融资不是收入；客户案例金额/请求量不等平台收费，未调用API或上传数据，不认定99.96%为独立测试。"
    },
    {
      "id": "ENTTAG2-TRACE-HOME",
      "companyId": "YC32418",
      "title": "Traceforce终端监控与营销数字边界",
      "url": "https://www.traceforce.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网围绕终端AI发现、工具控制及MDM接入，并链接MCP扫描器；不同页面/发布的设备、安装时间和阻断量口径分别保留。",
      "limitation": "首页1K设备及10K每秒等营销指标与旧6000设备不强行合并或判断增长；没有实测/独立财务，徽章/客户logo非认证报告或付费证明。"
    },
    {
      "id": "ENTTAG2-TRACE-REPO",
      "companyId": "YC32418",
      "title": "MCP X-Ray公开扫描器材料范围",
      "url": "https://github.com/traceforce/mcp-xray",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "公开目录、README可读，列配置检查、实际工具调用pentest、源码扫描及可选Atlas上传；不同引擎缺失/超时与构建许可会影响扫描范围。",
      "limitation": "只读公开材料，未安装、构建、扫描任何设备/配置、调用工具或上传；扫描器与完整商业终端控制产品不同，公开材料不证明漏洞覆盖或生产阻断效果。"
    },
    {
      "id": "ENTTAG2-TRACE-LICENSE",
      "companyId": "YC32418",
      "title": "MCP X-Ray根许可",
      "url": "https://raw.githubusercontent.com/traceforce/mcp-xray/main/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "根文件标Apache License 2.0，与公开仓库许可标识对应。",
      "limitation": "仅根许可读取，未逐依赖审计或固定commit；开源许可不是商业端点产品免费或收入为零的证明，2004许可年份非公司成立年。"
    },
    {
      "id": "ENTTAG2-EXEC-HOME",
      "companyId": "YC32947",
      "title": "Executor自身不运行AI与即将推出能力",
      "url": "https://executor.sh/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网说明网关提供连接、权限、存储、定时/工作流，由既有Agent思考；浏览器和电脑标coming soon。",
      "limitation": "页面业务/用户计数和示例状态不是实测结果；没有安装、授权账户、执行示例或验证持久运行。"
    },
    {
      "id": "ENTTAG2-EXEC-PRICE",
      "companyId": "YC32947",
      "title": "Executor云成员收费及企业支持",
      "url": "https://executor.sh/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前Cloud Free至3成员；Team每活跃成员15/月，14天试用，待接受邀请不收费；Enterprise自托管/专有云及支持另议。",
      "limitation": "原文$币种待核，现标价不是已成交订阅收入；旧本地用户/下载/星数不等付费成员，免费上限不可乘标价反推ARR。"
    },
    {
      "id": "ENTTAG2-EXEC-REPO",
      "companyId": "YC32947",
      "title": "Executor公开README及目录",
      "url": "https://github.com/UsefulSoftwareCo/executor",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "可读集成/连接/逐工具策略模型、CLI/desktop/cloud/selfhost目录和接续入口；本地持久服务与临时前台模式分开说明。",
      "limitation": "未固定commit、逐模块代码审计、编译或运行；安全默认和凭据隔离为作者描述，未验证OAuth、重启持久性或审批执行，当前README与云新增功能可能版本不同。"
    },
    {
      "id": "ENTTAG2-EXEC-LICENSE",
      "companyId": "YC32947",
      "title": "Executor根MIT许可",
      "url": "https://raw.githubusercontent.com/UsefulSoftwareCo/executor/main/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前根LICENSE标MIT、2026 Rhys Sullivan，公开目录与许可文件可读。",
      "limitation": "仅根许可读取，第三方依赖和服务条款另核，未将开源免费推成零收入或将版权年当法人成立证明。"
    },
    {
      "id": "ENTTAG2-DECA-HOME",
      "companyId": "YC33047",
      "title": "Decawork按任务权限与策略模型",
      "url": "https://decawork.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网以公司专属模型审批Agent行动，路由API/MCP流量，并允许指定人工介入条件。",
      "limitation": "自述小模型是治理手段，示例12个Agent并非实际客户数；未运行安全测试、读取SOC2报告或认定所有行为均可正确判定。"
    },
    {
      "id": "ENTTAG2-CAUTION-HOME",
      "companyId": "YC33673",
      "title": "Caution通用计算与当前硬件支持",
      "url": "https://caution.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网面向机密托管、可验证部署、AI推理及其他敏感工作负载；当前AWS Nitro，其他后端仍开发中。",
      "limitation": "不是仅AI收入样本；可重现构建/远程证明仍是厂商交付说明，未执行部署、验证哈希或独立认定完全无漏洞。此前Distrust沿革不等新产品成立证明。"
    },
    {
      "id": "ENTTAG2-CAUTION-PRICE",
      "companyId": "YC33673",
      "title": "Caution部署、支持及许可商业方式",
      "url": "https://caution.co/pricing.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "定价页列自有AWS账户由Caution管理、全托管、AGPLv3自运行或商业许可，支持包可选，未列金额。",
      "limitation": "本轮未读取其源码或逐包许可，不提升公开artifact级别；托管/支持/许可及云基础费用不能当同一种纯订阅毛利。未取得实际合同或收入。"
    },
    {
      "id": "ENTTAG2-UFO-ACCESS",
      "companyId": "YC33674",
      "title": "UFO官网正文缺项",
      "url": "https://ufo.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具没有可读正文，企业工作定位仅据YC现短/长简介。",
      "limitation": "具体买家、付费、运行设施范围和自研技术均待核，简介中的既有产品创造者经历不能证明UFO能力/收入。"
    },
    {
      "id": "ENTTAG2-FARADAY-HOME",
      "companyId": "YC34896",
      "title": "Faraday工业软件与机器集成边界",
      "url": "https://faradaycompute.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网按制造/分销展示订单、计划、工程、库存和机器接入，组合模型、harness及公司工作流RL环境。",
      "limitation": "运行时和机器连接不代表出售自有机器人/通用训练模型，实际部署、人工实施、数据权利及收入未知，未提交流程或连接设备。"
    },
    {
      "id": "ENTTAG2-FORWARD-HOME",
      "companyId": "YC35094",
      "title": "Forward尚待发布及专业信贷定位",
      "url": "https://www.useforward.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网标2026-11-06发布与投资者waitlist，页脚Forward US Inc；本次读取早于该发布日。",
      "limitation": "YC称连接债务顾问及私募信贷基金，现站未充分说明实单/收费；登录入口不证明已交易，页脚不等注册核查，贷款本金和撮合额不是平台收入。"
    },
    {
      "id": "ENTTAG2-STACK-HOME",
      "companyId": "YC35096",
      "title": "Stacktrace现产品及Preview边界",
      "url": "https://stacktrace.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网Fleet观测/控制Agent，个人代理网关为Preview；Claude Code与Codex/Devin Preview分开标。",
      "limitation": "静态读取的零session/finding/install不认定真实零使用或零收入，示例风险与状态不是实测；没有运行沙盒或授权工具。"
    },
    {
      "id": "ENTTAG2-PERCEPTUAL-ACCESS",
      "companyId": "YC35262",
      "title": "Perceptual Labs更名及当前资料缺项",
      "url": "https://www.perceptuallabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "YC同一原Bryel条目现名Perceptual Labs且只述视觉智能；官网网页工具不可读。",
      "limitation": "旧2026-10-07 Bryel企业训练服务不得自动当当前产品；无法从口号判断模型/数据/创意交付，暂C00。搜索可见新YC路径但页面工具不可读，保留原ID和发现来源不新建重复公司。"
    },
    {
      "id": "ENTTAG2-VORELIOS-HOME",
      "companyId": "YC35784",
      "title": "Vorelios物理模型的当前与扩展范围",
      "url": "https://vorelios.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网自述以模拟训练物理模型，当前空气动力学预测表面压力/摩擦，再积分到升阻力矩；热传导与结构为拓展方向。",
      "limitation": "对外定位为物理基础模型，不从未来全工程愿景确认完全自主设计；未取得模型、权重、API、许可或实际付费，官网模拟不是独立实验。"
    },
    {
      "id": "ENTTAG2-VORELIOS-BENCH",
      "companyId": "YC35784",
      "title": "Vorelios供应商三基准结果的测量范围",
      "url": "https://vorelios.com/results/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "结果页列NASA CRM44、BlendedNet++500、HiLiftAeroML360保留样本；误差相对求解器，H100同卡计时1至31ms，部分基线引用论文，BlendedNet++基线为其自行训练。",
      "limitation": "公开基准不等独立于供应商的评测；未读取全部论文/模型或复现，批次16与单例计时范围分开。首页2500飞机整集与结果500保留集不当矛盾或全工业设计可替代证明。"
    },
    {
      "id": "ENTTAG2-VEXO-HOME",
      "companyId": "YC36180",
      "title": "Vexo预售、云数据及示例价格边界",
      "url": "https://www.vexoai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网腕带199原文$且发货前可全退，称12月2日开始寄送；通过手机蓝牙联网并把资料传服务器，具健康感测但自称非医疗设备。",
      "limitation": "月费39/49属幻灯片演示、349耳机属购物情境，非Vexo订阅/营收；未购买/验证发货、续航或隐私，非纯离线记忆，页脚2026非独立注册证明。"
    },
    {
      "id": "ENTTAG2-SYNARA-HOME",
      "companyId": "YC36378",
      "title": "Synara人工核验、白标渠道及示例边界",
      "url": "https://synaraops.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网AI筛查后由训练人员确认、语音干预及核验报警，接既有NVR/摄像头并由集成商白标销售，目标经常性监控费。",
      "limitation": "页面明确illustrative events/AI-generated footage，示例非真实事件。不能把客户每台摄像头月费或渠道RMR全算Synara收入，人工运营和响应责任需拆；未独立验证准确率或警方优先响应。"
    },
    {
      "id": "ENTTAG2-USERLENS-CLIENT",
      "companyId": "YC31404",
      "title": "Userlens客户ARR及旧业务用户",
      "url": "https://www.ycombinator.com/launches/Psr-userlens-ai-csm-that-never-misses-churn",
      "publishedAt": "2026-04-07",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-04-07发布称客户Quartr一千万ARR、Smartly两亿ARR；前业务Wudpecker两万五千用户/千余客户，YC可免费三个月。",
      "limitation": "不是Userlens财务；客户NRR、避免流失单额和前公司人数不得反推自身ARR。"
    },
    {
      "id": "ENTTAG2-TRACE-PILOTS",
      "companyId": "YC32418",
      "title": "Traceforce试点潜在ARR与部署采用",
      "url": "https://www.ycombinator.com/launches/RxE-traceforce-catch-risky-agent-actions-your-security-gateway-will-never-spot",
      "publishedAt": "2026-07-28",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-07-28自述6000以上终端、10以上企业、40以上活跃试点被称价值三百万以上ARR。",
      "limitation": "试点潜在价值未证已签/回款经常性收入；设备/企业不等付费数。公开扫描器与商业产品分开，未直接核客户。"
    },
    {
      "id": "ENTTAG2-CONTEXT-CLIENT",
      "companyId": "YC32227",
      "title": "Context客户pipeline与组织规模",
      "url": "https://www.ycombinator.com/launches/SPy-context-dev-live-web-data-api-for-ai-agents",
      "publishedAt": "2026-08-05",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-08-05发布称400以上客户及Dench三百万以上pipeline；现简介称600以上公司，目录团队6人与旧发布4人分期。",
      "limitation": "pipeline是客户潜在交易，不是Context收入；不同日期使用/团队数字不互相替换，全部付费情况未知。"
    },
    {
      "id": "ENTTAG2-EXEC-LOCAL",
      "companyId": "YC32947",
      "title": "Executor本地采用与前业务用户",
      "url": "https://www.ycombinator.com/launches/SBH-executor-one-place-to-connect-your-agents-to-everything",
      "publishedAt": "2026-08-04",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-08-04发布称约3000本地用户、一周约14000npm下载及2800以上星；前AnswerOverflow一百五十万月用户。",
      "limitation": "本地采用/下载/星标和前业务用户均非当前付费数，重复下载和统计截至日未核，不反推云成员费ARR。"
    },
    {
      "id": "ENTTAG2-CAUTION-ASSETS",
      "companyId": "YC33673",
      "title": "Caution前团队参与系统资产范围",
      "url": "https://www.ycombinator.com/launches/SIq-caution-hosting-platform-for-software-you-can-t-afford-to-have-hacked",
      "publishedAt": "2026-08-04",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-08-04发布称经此前Distrust等项目帮助保护的系统持6000亿美元以上数字资产。",
      "limitation": "受保护资产非本公司营收或托管资产，旧咨询与新产品同主体链未核，攻击损失/市场金额同样不作收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30297",
      "companyId": "YC30297",
      "title": "OpenIntake行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/openintake",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为律师事务所接听咨询电话并将来电转为潜在客户。 移客户运营；旧TripleZip商业地产会计发布分开。官网本次只返回JS外壳，未据此补造收入、产品能力或停业结论。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30299",
      "companyId": "YC30299",
      "title": "Miyagi Labs行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/miyagi-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为个人学生提供标准化考试辅导、练习材料及学习分析。 移个人应用；考试覆盖表为自述，不等已获学校合同、认证或独立提分。旧YouTube转课程与现备考主业分开。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30317",
      "companyId": "YC30317",
      "title": "Permitify行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/permitify",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "辅助城市建筑部门审核建筑图纸及许可。 保留建筑许可行业；十倍效率为自述，地方政府最盈利部门论断未独立核，不当采购预算或Permitify收入。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30318",
      "companyId": "YC30318",
      "title": "Wildcard行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/wildcard",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为电商及零售品牌分析并执行AI搜索可见度和内容获客工作。 移营销运营；20品牌和五倍客户搜索收入不作自身营收。创始人在Scale AI帮助成交1500万合同属旧雇主，不归Wildcard。ACP/UCP支持程度未独立核。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30364",
      "companyId": "YC30364",
      "title": "Wayline行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/wayline",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以AI及可选人工接听物业电话消息，处理租赁、维护及催收沟通。 移客户运营；官网明确人工备援，不当纯无人SaaS。同YC附载2023 Second旧发布，现条款Wayline Inc.，旧主体沿革未核；不单由旧帖改成立年或继承旧收入。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30415",
      "companyId": "YC30415",
      "title": "Avallon AI行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/avallon-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "处理保险理赔中的日常电话及文档任务。 保留保险行业流程；理赔员薪酬和创始人此前FINN 1500万ARR不归Avallon，未核处理准确率及保险公司合同。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30418",
      "companyId": "YC30418",
      "title": "Kanava AI行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/kanava-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为批发分销商处理销售电话、库存价格查询及CRM更新。 移客户销售运营；全销售、教练及唤回账户是后续升级愿景，不全当已交付。YC标Inactive，不推法律注销；行业9万亿销售额非Kanava收入。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30419",
      "companyId": "YC30419",
      "title": "Minerva行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/minerva",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供面向小企业的AI会计及财务服务，当前范围仍待核。 保留专业财务服务；官网称AI-native financial institution，但未取得牌照或主体证明，不把名称当已验证受监管金融机构。旧AI Accountant能力及实际人工比例未核。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30422",
      "companyId": "YC30422",
      "title": "Galen AI行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/galen-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为个人连接病历及可穿戴数据，提供健康信息整理和辅助理解。 移消费者应用；YC标Acquired，收购方及交割未核；旧beta未来上架说明不当当前可用性。800机构、设备连接及医疗支持为自述，不等付费客户或临床效果。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30443",
      "companyId": "YC30443",
      "title": "Units行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/units",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "提供高中课程、学分及项目作品教育路径。 保留教育服务；一年完成和认证学分为公司主张，未核独立认证或结果。旧VibeGrade教师评分工具与现Units教育业务分期。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30458",
      "companyId": "YC30458",
      "title": "Jeevy Fabrication行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/jeevy-fabrication",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以软件协调焊接件采购、加工厂排程、质量及项目交付。 移实体产业；公司实际定位承包商，不把整笔制造项目款当软件ARR或以软件毛利估整体。80%排程节省是自述，质量和交付待核。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30461",
      "companyId": "YC30461",
      "title": "Combinely行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/combinely",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为会计师事务所处理记账、增值税、工资、税务和账务工作。 保留会计行业工作，50多个Agent是功能自述，不等50付费客户或全自动报税保证。事务所增加收入不归Combinely。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30463",
      "companyId": "YC30463",
      "title": "Tegore行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/tegore",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "面向中学数学课程设计交互式教学内容，并规划消费者数学产品。 保留学校教育；与湾区高中合作为自述，消费者产品仍在开发，两者不混作已付费采用。未核学习效果或课程采购合同。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30479",
      "companyId": "YC30479",
      "title": "Crimson行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/crimson",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为复杂诉讼整理案件上下文，辅助法律分析、起草和案件管理。 保留法律行业应用；AI associate是产品比喻，不等具备律师资格或独立法律判断；合同、正确率和实际收费待核。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30480",
      "companyId": "YC30480",
      "title": "Flott HQ行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/flott-hq",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为车队交叉检查运营记录、费用及真实行程，辅助调查成本差异。 保留运输行业；官网现重核对差异，旧综合车队平台发布和200k ARR自述分期，准确截至日、币种和经常性定义未核。页面示例油量差异不是已审客户欺诈。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30482",
      "companyId": "YC30482",
      "title": "Lucis行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/lucis",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "结合血液检测、医疗专业人员及AI分析提供预防健康服务。 保留医疗检测服务，与仅个人健康软件分开。同行五万欧年费不是Lucis定价，百岁健康愿景不当临床效果或已实现收入。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30485",
      "companyId": "YC30485",
      "title": "Anana行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/anana",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "连接酒店预订、沟通及市场数据，辅助收入、营销和销售团队行动。 移客户收入运营；预订和客人数据为营销上下文，不因hotel标签全归行业应用。客户营收、入住率和渠道转化不归Anana收入。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30517",
      "companyId": "YC30517",
      "title": "ValueMate行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/valuemate",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "以LiDAR扫描物业并生成估价相关报告。 保留估价行业工作；三分钟扫描、80%效率和regulator-ready是自述。旧发布的未来几月格式切换不能沿访问日推现行法规，未独立核监管接受或估价准确性。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30526",
      "companyId": "YC30526",
      "title": "chrt行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/chrt",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为紧急货运提供接单、派送、航班及追踪协调，兼售跟踪设备。 保留物流行业；30B市场和20%增长是问题背景，不归chrt收入。软件、运费和设备分开，是否作为承运人和净额确认待核。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30529",
      "companyId": "YC30529",
      "title": "Adentris行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/adentris",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为医疗机构处理文书、编码、授权和拒赔，兼提供账单托管服务。 保留医疗专业运营；54k ARR旧自述与现免费/100月费/企业定制分期，报价不推收入。自助不含EHR集成，AI Web Agent是企业层，不把所有套餐表述为全系统自动化。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30540",
      "companyId": "YC30540",
      "title": "Lumari行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/lumari",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "自动处理直接材料采购、报价请求、订单跟催及供应链协作。 保留实体供应链行业；数百Agent、Fortune 500及前Stripe支付量为自述/履历，不当收入、客户合同或已证独立能力。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30542",
      "companyId": "YC30542",
      "title": "Linewise行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/linewise",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "采集设计、加工和装配工作，交付模型训练用工业数据。 移模型数据基础设施；旧制造copilot与现Vision Lab数据交付分开。官网称许可及专家检查，实际权利链/模型训练收益未核，不把客户模型成绩当自身测试。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30553",
      "companyId": "YC30553",
      "title": "Blueshoe行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/blueshoe",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "通过软件接入及律师团队提供法律指导、代理与诉讼服务。 保留法律服务，律师实际承办，不当纯软件SaaS。未核执业实体/地域和结果，AI接口入口不等取得律师资格或全无人法律服务。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30557",
      "companyId": "YC30557",
      "title": "Aegis行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/aegis",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为医疗机构处理拒赔发现、申诉生成、提交和追踪。 保留医疗收入流程；追回客户款项不等Aegis收入，行业2600亿拒赔及200亿抗辩成本不是公司规模，实际服务合同和确认政策待核。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-CAT-YC30591",
      "companyId": "YC30591",
      "title": "Autonomous Technologies Group行业业务与交付复核",
      "url": "https://www.ycombinator.com/companies/autonomous-technologies-group",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "为个人组织财务信息并提供投资、税务和规划辅助。 保留专业财富服务；0%顾问费不等公司零收入，演示资产/税损/转账不当AUM、收入或可执行承诺。superintelligence和机构策略为营销主张，未独立核牌照、收益或模型。",
      "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。"
    },
    {
      "id": "INDUSTRY1-LINEWISE-HOME",
      "companyId": "YC30542",
      "title": "Linewise工业训练数据交付",
      "url": "https://linewise.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网现为设计、加工和装配数据供给，面向前沿模型与机器人训练，区分工程、机器人数据和研究质量控制。",
      "limitation": "许可、来源及专业审核是公司流程主张，未查原始协议或数据样本，Physical RSI愿景不等已实现自改进机器人。"
    },
    {
      "id": "INDUSTRY1-MINERVA-HOME",
      "companyId": "YC30419",
      "title": "Minerva财务服务定位及信息缺项",
      "url": "https://www.joinminerva.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网仅称从会计开始的AI-native financial institution，并提供联系入口。",
      "limitation": "未取得牌照、法律主体、详细产品、报价或财务，不把金融机构标签当已验证资质。"
    },
    {
      "id": "INDUSTRY1-FLOTT-HOME",
      "companyId": "YC30480",
      "title": "Flott现车队核对与成本控制",
      "url": "https://www.flotthq.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网当前连接费用、任务、GPS及车队活动，发现记录差异并交由人核查。",
      "limitation": "示例行程/油量不是实际客户欺诈，未取得客户合同、实测性能或当前收入；与旧统一车队平台分期。"
    },
    {
      "id": "INDUSTRY1-ADENTRIS-HOME",
      "companyId": "YC30529",
      "title": "Adentris软件及专业服务",
      "url": "https://www.adentris.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网提供文书、编码、授权及申诉模块，另列由团队交付的应收诊断、合规监测和审计准备服务。",
      "limitation": "准确率、拒赔率及部署效果为客户/厂商数据，未独立核；与实际账单托管和软件收费须按合同拆分。"
    },
    {
      "id": "INDUSTRY1-ADENTRIS-PRICE",
      "companyId": "YC30529",
      "title": "Adentris套餐与集成差异",
      "url": "https://www.adentris.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "免费和100/月自助主要为文件上传；企业年度定价按机构、模块及部署范围，才含EHR接入、配置、CSM和SLA。",
      "limitation": "自助报价不能代表企业ARPA或实收，广告式50k企业例子不当统一合同额；人工、实施与经常性费用待拆。"
    },
    {
      "id": "INDUSTRY1-WAYLINE-HOME",
      "companyId": "YC30364",
      "title": "Wayline AI及人工呼叫中心",
      "url": "https://www.wayline.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网现为物业电话及消息运营，明确AI处理常规、人工处理需要判断的情况，兼租赁、维护和催收。",
      "limitation": "呼叫量、客户引语及页面初始零值/示例不是收入、独立成功率或审计；人工成本和实际定价未核。"
    },
    {
      "id": "INDUSTRY1-WAYLINE-TERMS",
      "companyId": "YC30364",
      "title": "Wayline现行运营者与订阅",
      "url": "https://www.wayline.com/terms-privacy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "条款列Wayline Inc.为Delaware公司，服务包括AI物业沟通和可选人工支持，按订阅及订单收费。",
      "limitation": "2026-06-25条款生效不当成立日；尚未核现Wayline与旧Second的主体/资产转移链，不仅凭附载旧帖改2025字段或继承收入。"
    },
    {
      "id": "INDUSTRY1-WAYLINE-OLD",
      "companyId": "YC30364",
      "title": "同YC附载Second旧发布",
      "url": "https://www.ycombinator.com/launches/J1C-second-the-world-s-first-fully-automated-codebase-migration-platform",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "2023-07-16旧发布称Second来自W23，重做代码迁移，作者及当前Wayline团队有Eric Rowell。",
      "limitation": "同页旧帖及共同创始人不充分证明相同法律主体或收入连续；当前Wayline Inc.未见完整登记链，旧业务不自动归Wayline。"
    },
    {
      "id": "INDUSTRY1-SECOND-ACCESS",
      "companyId": "YC30364",
      "title": "Second旧域名访问缺项",
      "url": "https://www.second.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "旧发布所链second.dev本次读取超时，未取得当前条款或跳转正文。",
      "limitation": "不可读不当不存在、已并入Wayline或已停业；保留主体沿革缺项，不猜法律成立日。"
    },
    {
      "id": "INDUSTRY1-OPENINTAKE-HOME",
      "companyId": "YC30297",
      "title": "OpenIntake官网JS外壳",
      "url": "https://www.openintake.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网本次响应仅要求启用JavaScript，未取得产品正文。",
      "limitation": "不把外壳当已验证产品能力；按YC当前律所来电转化主营暂分，旧TripleZip会计发布另列。"
    },
    {
      "id": "INDUSTRY1-AUTONOMOUS-HOME",
      "companyId": "YC30591",
      "title": "Autonomous个人财富服务及演示边界",
      "url": "https://becomeautonomous.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方资料",
      "summary": "官网展示统一财务资料、投资税务及规划流程，含资产、税损及转账的产品示例。",
      "limitation": "演示数字不当真实AUM、收入、交易记录或收益承诺；0%顾问费不等无其他收费，牌照、合同、资金托管及模型能力未核。"
    },
    {
      "id": "INDUSTRY1-FLOTT-LAUNCH",
      "companyId": "YC30480",
      "title": "Flott HQ历史ARR原始自述",
      "url": "https://www.ycombinator.com/launches/Nbv-flott-hq-ai-native-operating-system-for-fleet-management",
      "publishedAt": "2025-05-27",
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "发布称原文$200k ARR、月增长45%，来自口碑。",
      "limitation": "发布日不是精确财务截至日，正文可更新；币种、经常性定义、付费合同与账单未核，不按访问日刷新为当前ARR。"
    },
    {
      "id": "INDUSTRY1-ADENTRIS-LAUNCH",
      "companyId": "YC30529",
      "title": "Adentris历史ARR原始自述",
      "url": "https://www.ycombinator.com/launches/NSr-adentris-ai-compliance-autopilot-for-hospitals-and-clinics",
      "publishedAt": "2025-05-08",
      "accessedAt": "2026-10-31",
      "kind": "YC官方页面中的公司自述复核",
      "summary": "发布称自YC开始达到原文$54k ARR，另有试点及PoC。",
      "limitation": "发布日不是精确财务截至日，正文可更新；币种、经常性定义、付费合同与账单未核，不按访问日刷新为当前ARR。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30602",
      "companyId": "YC30602",
      "title": "Meteor Labs行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/meteor-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "研究数据中心设备供应链、厂商份额和建设瓶颈。 保留产业研究，不把浏览器Agent实现归通用开发设施，也不把研究数据中心当实际出售算力。大学项目10万经费不是Meteor收入。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30603",
      "companyId": "YC30603",
      "title": "Closera行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/closera",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为电商店铺提供购物Agent，具体产品与部署范围待核。 移客户销售运营；简介仅一句，AI作用及实际采用仍缺。YC标Inactive，不当已注销或全部停止服务，不推交易额为收入。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30614",
      "companyId": "YC30614",
      "title": "Astor行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/astor",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "面向个人投资者提供持仓分析、市场关注及经用户批准的交易流程辅助。 保留专业金融服务；官网明确示例持仓及订单，不当真实AUM、成交或收益保证。未核牌照、托管、实际交易能力和合同，不将retail市场份额当客户数。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30629",
      "companyId": "YC30629",
      "title": "Topological行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/topological",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "研发用于CAD物理约束及拓扑优化的专用模型。 按明确模型研发定位暂移C01；UToP-v1的1930倍及小于5%误差是自测主张，未见本轮代码或复测，不当通用模型能力或已实现模型收入。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30641",
      "companyId": "YC30641",
      "title": "Overdrive Health行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/overdrive-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "结合AI及专业账单人员为医疗机构处理账单与回款。 保留医疗服务，官网明确Human Led。旧拟收购账单机构50m年度索赔和官网现100m处理额是客户款项；未核交割及并表，不相加或按比例反推公司ARR。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30657",
      "companyId": "YC30657",
      "title": "Nori行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/nori",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "整理个人病历、可穿戴及健康资料，生成日常健康计划。 移消费者应用；用户睡眠或心率改善是个案引语，不等临床效果或公司收入。未核医疗服务范围、订阅及隐私主张。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30666",
      "companyId": "YC30666",
      "title": "CareSwift行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/careswift",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在救护车报告系统内辅助急救人员填写记录并提示错误。 保留急救行业工作；三分钟及80%节时为自述，未独立核文书准确性、支付方接受或客户合同。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30668",
      "companyId": "YC30668",
      "title": "Wedge行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/wedge",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为医疗机构部署、治理及运营后台AI Agent。 保留医疗运营，官网明确服务医疗后台，不据OS名称归通用Agent设施。全后台、合规、稳定和上线效果未独立核。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30677",
      "companyId": "YC30677",
      "title": "Kalinda行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/kalinda",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为集体诉讼律师整理大量记录并辅助案件资格分析。 保留法律行业；60万页、两大律所为处理/采用自述，不当收入或独立正确率。资格最终判断和法律责任未独立核，前公益7000学生不算客户。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30683",
      "companyId": "YC30683",
      "title": "Theora行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/theora",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为医疗Agent提供专家训练数据、奖励标准及仿真任务环境。 移模型数据与训练设施；官网Louiza Inc. dba Theora，法律登记待核。FHIR/PACS环境及去标识数据为自述，未核权利链、独立训练效果或临床部署。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30685",
      "companyId": "YC30685",
      "title": "IronLedger.ai行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/ironledger-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为物业管理、开发商及承包商自动处理地产会计与应付。 保留地产会计行业；10万管理单位是服务覆盖自述，不等付费客户。客户千元节省及已于2025到期折扣不作当前价格或收入。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30689",
      "companyId": "YC30689",
      "title": "b12 Labs行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/b12-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为药企提供分子设计、实验规划及化学制造交付。 保留专业科研服务；旧copilot与新Foundry制造分期，不能全作软件ARR。付费试点未给收入，论文及一次转化效果未独立核，不列为本公司第三方评测。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30698",
      "companyId": "YC30698",
      "title": "Comena行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/comena",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为工业分销和制造销售团队处理报价及订单录入，写回ERP。 移客户收入运营；发布明确销售人员快速复核并一键发送，非全无人订单处理。客户订单金额、节时和ERP数据不是Comena收入。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30701",
      "companyId": "YC30701",
      "title": "Mimos行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/mimos",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为原告律所管理获客渠道、客户接待及签约结果归因。 移营销客户运营；旧跨监管行业AEO与现律所获客分期。五付费客户无合同金额不推MRR；客户AUM、媒体支出和签约案值不是Mimos收入。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30709",
      "companyId": "YC30709",
      "title": "Novaflow行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/novaflow",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为生物实验室分析实验数据并生成研究图表。 保留生命科学应用；机构使用与出版可用图表为自述，不等机构合同或独立科研验证。10万分析师费用是客户成本，不归Novaflow收入。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30715",
      "companyId": "YC30715",
      "title": "Autumn行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/autumn-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为企业研究人员及公司，支持线索丰富、筛选和身份核对。 按当前企业线索研究移C06；未来Agent搜索引擎愿景单列。十亿人索引不是用户数或收入，演示新公司和联系人不当已核真实记录；未检索任何个人档案。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30716",
      "companyId": "YC30716",
      "title": "Finto行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/finto-de",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为企业内部财务团队自动处理发票录入、科目及审批。 移企业通用财务，与只服务专业会计事务所分开。80%工作替代是自述，未核效果、审批控制和合同，不从发票金额推营收。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30719",
      "companyId": "YC30719",
      "title": "ProcIndex行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/procindex",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为建筑及制造企业自动处理应收应付、对账及供应商工作。 保留明确建筑/制造行业交付，33%效率是自述，不当公司增长或毛利。客户款项、供应商金额与平台收费分开。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30726",
      "companyId": "YC30726",
      "title": "Socratix AI行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/socratix-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为银行及金融科技的欺诈合规团队调查告警并汇总判断依据。 保留金融行业；前DoorDash每年3000万节省、LinkedIn5000万增收属于旧雇主。自主判断、低误报及人力替代未核，不直接证明当前公司收入或控制有效。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-CAT-YC30727",
      "companyId": "YC30727",
      "title": "Alara行业交付及收入边界复核",
      "url": "https://www.ycombinator.com/companies/alara",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为牙科诊所聚合供应商价格并提供统一购物车。 保留牙科专业采购，官网称免费且有商品报价；免费不等零收入，商品总额不等平台净收费。当前AI具体作用及支付/采购合同仍待核。",
      "limitation": "仅主营及相关发布节选，规模、索赔、客户资产/效果、旧雇主及科研宣传不当当前公司收入或独立成绩。"
    },
    {
      "id": "INDUSTRY2-TOPOLOGICAL-HOME",
      "companyId": "YC30629",
      "title": "Topological专用模型研发定位",
      "url": "https://www.topological.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网描述UToP-v1物理约束及拓扑优化模型，面向硬件工程设计。",
      "limitation": "foundation及SOTA为自述；未开权重、源码或同口径测评，1930倍加速不等已验证通用能力或付费模型供给。"
    },
    {
      "id": "INDUSTRY2-THEORA-HOME",
      "companyId": "YC30683",
      "title": "Theora模型训练数据和环境",
      "url": "https://www.theorahq.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网描述SFT数据、专家奖励标准及EHR/PACS仿真环境，页脚Louiza Inc. dba Theora。",
      "limitation": "医学院/前雇主标志不等客户，真实数据去标识及许可链未核，未独立验证临床效果或训练收益。"
    },
    {
      "id": "INDUSTRY2-B12-HOME",
      "companyId": "YC30689",
      "title": "b12软件与分子交付",
      "url": "https://b12-labs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网兼有实验规划软件、实验自动化接口及Foundry制造方向；商业交付需拆软件和专业实验服务。",
      "limitation": "未执行实验、核制造合同或性能，论文/人物旧成绩和示例实验结果不当本公司独立评测或收入。"
    },
    {
      "id": "INDUSTRY2-AUTUMN-HOME",
      "companyId": "YC30715",
      "title": "Autumn人员与企业研究产品",
      "url": "https://www.autumn.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网面向企业数据研究，宣称大型人和公司索引并展示线索研究与可回查来源的示例。",
      "limitation": "索引覆盖、更新、权利和身份匹配未核；只读产品描述，未查个人资料，示例公司/注册/联系人不当独立事实。"
    },
    {
      "id": "INDUSTRY2-OVERDRIVE-HOME",
      "companyId": "YC30641",
      "title": "Overdrive人工主导账单及索赔规模",
      "url": "https://www.overdrive.health/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网明确技术驱动、人工主导医疗账单服务，列100M以上年度提交索赔及10万以上资格检查。",
      "limitation": "客户提交索赔不是公司收入，也不必等已付款；人员、收购并表、费率及实际合同未核，与旧50M口径不相加。"
    },
    {
      "id": "INDUSTRY2-ASTOR-HOME",
      "companyId": "YC30614",
      "title": "Astor个人投资流程及演示边界",
      "url": "https://www.astor.app/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网展示市场关注、持仓研究和经用户批准的下单流程，标注示例及非推荐。",
      "limitation": "示例50万持仓及10250订单不是客户AUM、真实成交或公司收入；未执行交易、核牌照/托管或独立收益。"
    },
    {
      "id": "INDUSTRY2-WEDGE-HOME",
      "companyId": "YC30668",
      "title": "Wedge医疗后台交付",
      "url": "https://wedge.health/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网将医疗Agent OS落实到大型医疗系统后台流程及部署治理。",
      "limitation": "医疗机构/前雇主标志不是已核合同，不据OS名称归通用运行设施，合规与稳定性能未独立复测。"
    },
    {
      "id": "INDUSTRY2-ALARA-HOME",
      "companyId": "YC30727",
      "title": "Alara免费采购与商品金额",
      "url": "https://alaradental.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网提供牙科供应比价、供应商连接和统一购物车，自称免费平台。",
      "limitation": "商品标价及折扣不等平台收入或真实成交，佣金/转付与净收入未知；AI实际作用、供应商合同及数据权利未核。"
    },
    {
      "id": "INDUSTRY2-OVERDRIVE-LAUNCH",
      "companyId": "YC30641",
      "title": "Overdrive拟收购账单机构及客户索赔",
      "url": "https://www.ycombinator.com/launches/PbA-overdrive-health-ai-powered-rcm-for-ambulance-agencies",
      "publishedAt": "2026-03-03",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "发布称正收购服务约20家救护车提供方的传统账单机构，年度客户索赔超过50M，收入/人接近翻倍。",
      "limitation": "正收购不等交割完成；索赔和收入/人增长不提供公司收入金额，不能与100M现官网加总或乘假设佣金。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30734",
      "companyId": "YC30734",
      "title": "Avelis Health行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/avelis-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为自保雇主及健康计划核查医疗索赔及支付差错。 保留医疗支付行业；旧个人账单工具与现付款方业务分开。60患者减少30万账单是客户成果，3至7%节省是自述，不归Avelis收入；旧Zuvy收购不作本公司退出。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30735",
      "companyId": "YC30735",
      "title": "Evergrove行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/evergrove",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为工伤管理及康复网络自动处理电话和照护协调。 保留工伤照护行业；年50万电话为运行/目标口径，未核已实现全年总量，60%降本和40%完成改善不当收入。旧Newfront13亿收购值不归Evergrove。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30736",
      "companyId": "YC30736",
      "title": "PARES AI行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/pares-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为地产投资销售及物业运营提供AI工具和专业服务。 保留地产行业；YC强调服务公司，官网强调软件OS，两种范围并列而不强推单一SaaS。官网20亿分析项目与创始人旧5亿基金均非PARES收入或实际自有资产。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30742",
      "companyId": "YC30742",
      "title": "Sira行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/sira",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为小时制员工团队处理排班、工时、工资及HR。 移企业HR通用工作，小时制不是单一行业。自动补班和工时检查为自述，不当实测合规保证或处理工资等同收入。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30747",
      "companyId": "YC30747",
      "title": "Convexia行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/convexia",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以AI辅助筛选药物、规划临床并推进资产交易。 保留医药研发；买药、试验、出售获利是商业方向，10倍/20倍为自述，未核已获资产、临床试验、审批或利润。模型调用不是自研基础模型销售。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30749",
      "companyId": "YC30749",
      "title": "Fernstone行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/fernstone",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以AI配合持牌经纪人员为企业配置复杂保险。 保留保险专业服务；500企业是管理风险采用自述，不等付费数或保费净收入。执照及合同未独立核，官网本次不可读。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30754",
      "companyId": "YC30754",
      "title": "Locata行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/locata",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为基层医疗机构处理转诊、授权、状态更新及患者跟进。 保留医疗流程；两周签区域机构及100小时节省为自述，未给合同收入。前Google十亿用户和全国转诊量不归Locata客户或规模。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30775",
      "companyId": "YC30775",
      "title": "Fleetline行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/fleetline",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "结合车队数据及司机限制优化卡车装载与调度。 保留运输行业，算法适配为产品方式，不当通用模型供给。每错误数千成本及智能调度宣传未独立核，不当收入或保证无违规。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30779",
      "companyId": "YC30779",
      "title": "Smartbase行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/smartbase",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为制造企业管理ERP及采购订单录入。 保留制造运营，旧发布明确人复核批准订单，不当全自动。YC标Inactive，仅为目录状态；创始人旧项目200万融资不归当前收入。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30794",
      "companyId": "YC30794",
      "title": "Vulcan Technologies行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/vulcan-technologies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为政府及相关法律政策团队提供知识Agent和公众办事助手。 保留政务行业；最大数据库、Virginia法律要求和政府logo均未本轮独立核法律原文或采购。FedRAMP Ready展示不扩写成全部产品已获授权，不推合同额。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30799",
      "companyId": "YC30799",
      "title": "Avent行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/avent",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为工业销售团队处理销售邮箱、产品报价及订单录入。 移客户销售运营；每日20万报价是客户潜在订单金额，非Avent成交或收入。报价、采购及库存协调不等自营商品销售或平台抽成已核。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30818",
      "companyId": "YC30818",
      "title": "Nox Metals行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/nox-metals",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "供应制造用金属材料，并建设自动化加工交付能力。 移实体产业；自动化工厂在建/规划与已交付材料分开，项目销售额不当软件ARR，AI使用未独立核，不按轻资产SaaS估整体毛利。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30845",
      "companyId": "YC30845",
      "title": "Structured AI行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/structured-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为建筑工程PDF及Revit图纸执行QA、规范检查及协调复核。 保留工程行业；最准/千页数分钟为自述，未复测或验证规范适用。行业1770亿返工成本不归公司市场份额或收入。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30878",
      "companyId": "YC30878",
      "title": "Cranston AI行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/cranston-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为CPA事务所处理税务准备、底稿及持续记账。 保留专业事务所业务；明确提交人类审核，未核税务资格、账目准确性或付费。未来事务所完整系统方向与当前税务/账务交付分开。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30889",
      "companyId": "YC30889",
      "title": "Alder行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/alder",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为企业财务团队跟进应收、整理单据、对账并处理例外。 移企业通用财务；发送客户内容须人同意，免费两周不作已付费。旧Uber每周500万司机的支付系统是履历，不归Alder客户或交易量。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30911",
      "companyId": "YC30911",
      "title": "Helonic行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/helonic",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "检查施工前多专业图纸差错并生成澄清请求草稿。 保留建筑行业；节省数百万项目成本为自述，不当Helonic收入。RFI草稿仍需团队解决，不当已签工程责任或无需专家。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30917",
      "companyId": "YC30917",
      "title": "Bravi行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/bravi",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为门窗及家装产品销售和客服连接技术资料、配置产品并生成报价。 移客户运营；旧语音聊天助手与现技术商业数据工具分期。欧洲美国使用及减少漏单为自述，客户销售额不归Bravi收入。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30918",
      "companyId": "YC30918",
      "title": "ComplyDo行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/complydo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为跨行业企业提取合规要求、映射控制并监测差距变化。 移通用企业治理，与实际法律代理服务分开。10倍效率及最大欧企采用未核，合规建议不是已核法律意见或保证。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30920",
      "companyId": "YC30920",
      "title": "Lexi行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/lexi",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为法律团队提供研究、起草、合同审阅及案件工作流。 保留法律专业工作；500万文档、20万案件及200组织为处理和采用自述，不等独立客户或收入。引用验证、安全和每周10小时节省未独立核。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30924",
      "companyId": "YC30924",
      "title": "Casey行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/casey",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "由保险经纪人员面向企业提供投保、报价比较及续保服务。 保留专业经纪；现官网与YC称经纪公司，旧发布为分销基础设施，两线分期。100保险商覆盖不是客户数或自身保费收入，牌照未独立核。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30925",
      "companyId": "YC30925",
      "title": "Paceline Bio行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/paceline-bio",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为药企和研究团队提供样本收集、处理、存储及运输运营。 保留专业科研运营；24小时报价不等签约、完成采样或临床成功。当前AI具体作用未充分核，不把实物及物流项目款当软件ARR。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30927",
      "companyId": "YC30927",
      "title": "Oxus行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/oxus",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为跨行业上市及拟上市企业自动处理内部审计工作。 移企业通用审计；200至800时薪及每年30万至百万是外包成本背景，不当Oxus报价或收入。10倍效率和审计有效性未核。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30944",
      "companyId": "YC30944",
      "title": "Prism行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/tryprism",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为企业承接岗位搜索、候选人筛选及招聘交付。 保留专业招聘服务；官网现500美元/月加首年底薪15%，旧发布500启动费条件分期。报价不是已收收入，候选人薪资不是营收；自测搜索成绩未独立核。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30945",
      "companyId": "YC30945",
      "title": "Zalos行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/zalos",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为企业财务团队映射流程并执行应付、账单、对账及控制工作。 移企业通用工作；财务harness和Computer Agent是实现方式，不归通用开发设施。零集成、78%自动解决及自学习为厂商示例或主张，不等已核控制有效或收入。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-CAT-YC30953",
      "companyId": "YC30953",
      "title": "Relaw行业交付及收费模式复核",
      "url": "https://www.ycombinator.com/companies/relaw",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为律师事务所连接客户接待、案件、文档、沟通和计费流程。 YC简介很短，官网现为全所LegalOS，补具体行业交付后保留C07。白手套配置和训练不推全软件毛利，律所标识、示例案件及时间记录不是独立收入证据。",
      "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。"
    },
    {
      "id": "INDUSTRY3-VULCAN-HOME",
      "companyId": "YC30794",
      "title": "Vulcan政务产品及采购边界",
      "url": "https://vulcan.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网分别描述Justinian政府知识工作Agent与Trajan公众办事助手，并展示部署机构及FedRAMP Ready入口。",
      "limitation": "未核政府合同、法律强制条款原文或认证范围，展示不等收入；未访问非公开数据。"
    },
    {
      "id": "INDUSTRY3-ZALOS-HOME",
      "companyId": "YC30945",
      "title": "Zalos财务流程与控制交付",
      "url": "https://www.zalos.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网面向企业财务，包含流程图、GUI操作、控制和追溯，仍需人处理例外。",
      "limitation": "演示7610发票、78%自动解决和学习效果不是实际收入或独立复测；成果收费合同及实施人工未核。"
    },
    {
      "id": "INDUSTRY3-CASEY-HOME",
      "companyId": "YC30924",
      "title": "Casey现保险经纪模式",
      "url": "https://caseyinsure.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网以企业保险服务为主，由专业人员了解需求并比较保险商报价，后续处理证书、索赔和续保。",
      "limitation": "与旧纯分销基础设施发布分开，保险商覆盖及保费不是平台收入；佣金、执照和保险合同未独立核。"
    },
    {
      "id": "INDUSTRY3-RELAW-HOME",
      "companyId": "YC30953",
      "title": "Relaw全所LegalOS及服务",
      "url": "https://www.relaw.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网说明客户沟通、案件、文档、时间、账单及信托会计整合，含配置和培训支持。",
      "limitation": "律所logo、示例案件和效率不是已核付费或准确性，实际人工比例、合同及收入未知。"
    },
    {
      "id": "INDUSTRY3-PARES-HOME",
      "companyId": "YC30736",
      "title": "PARES软件与专业服务口径差异",
      "url": "https://www.pares.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网强调地产OS和软件工作流，列20亿以上项目分析量；YC当前简介则为经纪和物业服务公司。",
      "limitation": "两个模式并列待合同确认；20亿项目、旧5亿基金和客户管理单位不归公司收入或自有资产。"
    },
    {
      "id": "INDUSTRY3-FERNSTONE-ACCESS",
      "companyId": "YC30749",
      "title": "Fernstone官网访问缺项",
      "url": "https://www.fernstone.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具本次未取得官网正文，分类及经纪/人工模式依据YC当前简介。",
      "limitation": "访问失败不等停业或未持牌，执照、合同、佣金与实际收入留缺，不能把AI-native称呼当全无人。"
    },
    {
      "id": "INDUSTRY3-PRISM-HOME",
      "companyId": "YC30944",
      "title": "Prism按月招聘与成功收费",
      "url": "https://tryprism.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网明确端到端招聘服务，无须客户建招聘软件或团队；US$500/月加首年底薪15%的签约成功费。",
      "limitation": "与旧500启动费报价分期；标价不是实收或ARR，薪资不是平台收入。PeopleSearchBench成绩仍为公司自测，未读取论文或复测。"
    },
    {
      "id": "INDUSTRY3-PACELINE-HOME",
      "companyId": "YC30925",
      "title": "Paceline样本及物流服务",
      "url": "https://paceline.bio/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网提供采集套件、运输、处理和存储运营，按客户研究需求报价。",
      "limitation": "AI实际作用未充分核；24小时报价不等签约或履约，样本许可、临床资质、收入与专业成本未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC30962",
      "companyId": "YC30962",
      "title": "Denki专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/denki",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "自动处理企业内审计划、证据收集、控制测试及底稿。 移企业通用工作；99%软件/1%服务是自述，未核收入及交付人力构成。法规及审计追溯不等已核审计有效性，不把行业2900亿支出当营收。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC30970",
      "companyId": "YC30970",
      "title": "Exonic专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/exonic",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "研发具有情境响应特性的遗传治疗技术。 保留生物医药研发，官网仅称AI适应性医学，AI具体机制与产品交付仍缺。未核临床阶段、疗效、授权或收入，不把研究目标当批准疗法。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC30977",
      "companyId": "YC30977",
      "title": "Rovi Health专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/rovi-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为雇主员工提供短信入口、虚拟诊所及就医导航协调。 保留医疗服务，包含真实临床交付不全作软件。10至20%节省为自述，前Cedar数百万ARR及百万用户不归Rovi，临床结果、牌照和费用未核。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC30993",
      "companyId": "YC30993",
      "title": "DiligenceSquared专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/diligencesquared-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为私募投资决策访谈专家并生成可追溯的市场尽调报告。 保留投资研究；8基金合计2.4万亿AUM为客户资产，同行50万至百万报告费不当本公司定价或收入。自动可审计是自述，未核专家样本与报告准确率。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31000",
      "companyId": "YC31000",
      "title": "Vector Legal专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/vector-legal",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "由律师及助理配合软件提供创业公司法律服务。 保留法律服务；官网区分Vector Legal PC法律服务与Vector Systems PBC平台，不能把两者收入直接合并。十三年经验、六成降价及执照均未独立核，AI草稿需律师审。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31002",
      "companyId": "YC31002",
      "title": "Clicks Health专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/clicks-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为医疗机构及RCM团队自动执行账单及后台操作。 保留医疗行业，旧招聘和高管搜索后台发布分期。SOC2/HIPAA为自述，未取得独立报告；旧客户及行业成果不自动归当前产品。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31005",
      "companyId": "YC31005",
      "title": "MarkIt专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/markit",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为食品及化妆品品牌分析配方、包装和新市场合规材料。 保留产品监管专业应用；当前初始美国市场与旧泛贸易合规分期。market-ready标签是交付主张，不当监管批准或法律意见，准确性未核。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31020",
      "companyId": "YC31020",
      "title": "Mayflower专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/mayflower",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为国际招聘流程整理签证材料、资格线索和律师表格。 保留移民专业应用，HR入口不是通用HR全流程。eligibility检查未独立核，不当政府批准、法律服务资格或保证只出现合规候选。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31025",
      "companyId": "YC31025",
      "title": "ClaimGlide专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/claimglide",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为私人诊所处理医疗事先授权。 简介短暂留医疗专业工作，端到端、更便宜更准为自述。未核支付方接受、授权成功率、实际人工和收费。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31030",
      "companyId": "YC31030",
      "title": "Haladir专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/haladir",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "结合仓储、运输及ERP数据优化物流计划并执行工作流。 保留物流行业，官网Nomos优化与Talon执行分工清楚。operational superintelligence是宣传，不归基础模型；写回和例外升级未运行核。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31048",
      "companyId": "YC31048",
      "title": "FullSeam专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/fullseam",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为企业处理应付、应收及对账等会计工作。 移企业通用财务；前TaxProper每年十亿客户税款及被收购经历不归FullSeam收入或退出。自动处理和系统外任务比例未核。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31057",
      "companyId": "YC31057",
      "title": "Valgo专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/valgo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为保险公司模拟自动驾驶及机器人任务的损失风险。 保留保险专业分析，不据foundational layer归基础模型。模拟损失不是实际索赔或保险收入，前公司50亿并购及FAA认证旧项目不归Valgo资质。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31064",
      "companyId": "YC31064",
      "title": "Origin专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/origin-bio",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "生产并许可患者来源肿瘤数据，用于药企分析及AI模型研究。 按当前数据供给移C02，兼医药科研客户；旧疗法研发定位分期。自营实验室、患者许可和模型效果未独立核，官网药品营收表不是Origin收入。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31077",
      "companyId": "YC31077",
      "title": "Panta专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/panta",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "由经纪人员及AI内部流程为企业配置复杂保险。 保留保险行业，不把AI-native当纯SaaS。牌照与实际合同未核，1250亿E&S保费为行业规模，不能乘假设份额估平台ARR。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31083",
      "companyId": "YC31083",
      "title": "Kita专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/kita",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为新兴市场贷款机构整理申请、核验财务材料并提供风险信号。 保留金融信贷应用；偿还反馈学习与更好决策是自述，未核实际效果或公平性。贷款金额、客户回款和旧雇主用户不作供应商收入。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31086",
      "companyId": "YC31086",
      "title": "Prescience, Inc.专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/prescience-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为雇主组织健康福利、保险方案及运营服务。 保留医疗保险服务；仅省钱时收费为发布自述，具体合同未核。官网87.5万节省、零免赔及员工报价示例不当收入、普遍价格或独立医疗效果，payer/provider愿景分期。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31090",
      "companyId": "YC31090",
      "title": "Docura Health专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/docura-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为工伤评估和医法团队整理医疗记录、时间线及报告。 保留医法行业；合规摘要和更快和解为主张，未核法律/医疗资质。同行40%案件收入及医生增收不归Docura收入，软件和专业服务范围待核。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31113",
      "companyId": "YC31113",
      "title": "CellType专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/celltype",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以生物模型和计算平台辅助药物筛选、安全及临床转化。 保留药物研发应用，AI-agent drug company与现平台分期。Cell2Sentence论文及DeepMind合作是底层架构线索，未核公司当前成果或临床疗效；三验证命中不等获批药物。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31127",
      "companyId": "YC31127",
      "title": "Tepali专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/tepali",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为医疗美容及健康诊所提供病历、前台、支付和营销管理。 保留诊所全流程，预约获客为模块而非全部业务。前PJT300亿并购及Rilla经历不归Tepali收入或交易规模，医疗合规和实测效果未核。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31129",
      "companyId": "YC31129",
      "title": "Verdex专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/verdex",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以卫星影像及天气资料辅助保险资产核验和理赔。 保留保险专业工作；11%美国农田为覆盖自述，不当付费客户或收入。监管上月更新是历史发布用语，本轮未核原文，不沿访问日解释成现行许可或即时赔付已实现。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31132",
      "companyId": "YC31132",
      "title": "MouseCat专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/mousecat",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为企业监测可疑活动并自动调查欺诈及合规风险。 移跨行业企业风控，未仅服务银行。Fortune500与实时模型是自述，不把降低损失当平台收入或已证控制有效，人工决策边界未核。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31146",
      "companyId": "YC31146",
      "title": "Moritz专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/moritz",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "由律师配合AI为企业交付合同及其他复杂法律事项。 保留法律服务，律师审核是必要交付。经手30亿交易不是律师费或Moritz收入；旧750客户引语、现250至2500报价和实际收款分开，900万融资排除。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31153",
      "companyId": "YC31153",
      "title": "Perfectly专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/perfectly",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为创业公司承接人才搜索、外联、筛选及招聘协调。 保留招聘服务，OS是包装不代表只卖软件。旧发布仅填补职位收费，官网现强调代理交付，具体合同待核；20倍效率和候选保留率未独立测试。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31156",
      "companyId": "YC31156",
      "title": "Ventura专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/ventura",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为工业分销及制造销售团队处理报价、订单并衔接ERP。 移客户收入运营；前Develop Health700万ARR和5人团队不归Ventura，前20亿分销客户也非本公司收入或资产。学习SOP能力与当前付费未独立核。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-CAT-YC31163",
      "companyId": "YC31163",
      "title": "Opalite Health专业交付及业务口径复核",
      "url": "https://www.ycombinator.com/companies/opalite-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为医疗机构提供临床沟通中的实时语言翻译辅助。 保留医疗专业语言服务；最安全最准及百万节省均为主张，不当独立测试或合规保证。医院原口译预算不是Opalite收入，适用临床情境与人工替代率未核。",
      "limitation": "仅主营及相关发布节选，行业成本、客户AUM/交易/节省、保费、融资和旧雇主业绩不当本公司收入；临床、法律、监管与技术主张未独立核。"
    },
    {
      "id": "INDUSTRY4-ORIGIN-HOME",
      "companyId": "YC31064",
      "title": "Origin数据引擎及旧业务范围",
      "url": "https://origin.bio/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网描述患者组织数据、实验室与模型研究用途；结合YC当前数据许可，按科研/模型数据交付分类。",
      "limitation": "未核样本来源权利、实验室或临床预测效果，官网列其他药品2025营收只是背景，非Origin收入。"
    },
    {
      "id": "INDUSTRY4-CELLTYPE-HOME",
      "companyId": "YC31113",
      "title": "CellType计算研发及论文边界",
      "url": "https://www.celltype.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网现为药企计算筛选、安全和转化平台，列底层Cell2Sentence及合作论文入口。",
      "limitation": "本轮未读论文全文或运行模型，合作架构不直接等当前公司产品已获独立测试；验证命中、临床效果和合同均待核。"
    },
    {
      "id": "INDUSTRY4-PERFECTLY-HOME",
      "companyId": "YC31153",
      "title": "Perfectly招聘代理交付",
      "url": "https://www.perfectly.so/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网明确AI-native recruiting agency，提供定制接入、搜索、外联和持续优化。",
      "limitation": "代理/人才交付不同于纯SaaS；效率、采用标识和无限记忆为自述，未核人员、合同及实际成功费。"
    },
    {
      "id": "INDUSTRY4-MORITZ-HOME",
      "companyId": "YC31146",
      "title": "Moritz按事项收费及律师审核",
      "url": "https://www.moritzlegal.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网明确律师审核文件，按文档/事项预先固定报价，列250至2500、商业合同从750起及批量价格。",
      "limitation": "报价和客户引语不等实收收入；律师实际工时、法域资质、平台/律所主体及收款范围待核，融资不计营收。"
    },
    {
      "id": "INDUSTRY4-HALADIR-HOME",
      "companyId": "YC31030",
      "title": "Haladir规划与执行模块",
      "url": "https://www.haladir.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网Nomos以实时物流约束做优化，Talon负责沟通、单据及系统动作并将例外交由团队。",
      "limitation": "未核求解性能、系统写回及独立任务完成率，不据superintelligence称呼认定出售基础模型。"
    },
    {
      "id": "INDUSTRY4-EXONIC-HOME",
      "companyId": "YC30970",
      "title": "Exonic官网信息缺项",
      "url": "https://www.exonic.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网仅可读AI for adaptive medicine标题，未取得更具体产品正文。",
      "limitation": "不从标题推模型细节、实验或临床阶段；AI实际作用、付费、主体和授权继续未知。"
    },
    {
      "id": "INDUSTRY4-VECTOR-HOME",
      "companyId": "YC31000",
      "title": "Vector法律服务与平台主体",
      "url": "https://www.vectorlegal.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称法律由Vector Legal PC交付，VectorOS由Vector Systems PBC构建；多数按小时，也有成果或月顾问费。",
      "limitation": "主体分开不等可合并收入，执照、合同及法律财务边界未独立核；AI输出需律师审核，折扣宣传不当毛利。"
    },
    {
      "id": "INDUSTRY4-PRESCIENCE-HOME",
      "companyId": "YC31086",
      "title": "Prescience健康计划与客户节省",
      "url": "https://www.getprescience.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网服务雇主健康福利，展示87.5万客户节省及多种说明性保费/福利方案。",
      "limitation": "案例节省不是公司收入；报价比较注明示例，不能把零免赔、药物福利或20%节省推为所有客户条件，承保/服务主体与合同未核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31167",
      "companyId": "YC31167",
      "title": "Stilta主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/stilta",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为专利诉讼与知识产权团队检索证据并生成带来源的分析。 保留知识产权应用；可追溯不等准确性或独立审计。创始人此前创业的百万ARR不归Stilta，四名工程师为目录团队快照。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31183",
      "companyId": "YC31183",
      "title": "Patientdesk.ai主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/patientdeskai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为牙科诊所处理来电预约、保险核验、理赔和诊所运营。 保留诊所全流程；历史17k至50k MRR与180万客户增收分开。创始人此前两年营销代理与呼叫中心和现主体的关系待核，保留原成立快照，不把旧业务自动并表。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31187",
      "companyId": "YC31187",
      "title": "Fenrock AI主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/fenrock-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为银行后台工作提供AI代理。 保留银行应用，但简介短，Legora类比不足以证明具体交付、模型或收入，待实际流程和合同。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31195",
      "companyId": "YC31195",
      "title": "Reframe主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/usereframe",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "通过采购市场为硬件团队寻找标准及定制零件供应商。 保留专业采购，代理寻找供应商不等自营工厂。供应商履历、采购额和商品价不等Reframe收入，可靠性未独立核。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31197",
      "companyId": "YC31197",
      "title": "InventoryQuant主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/inventoryquant",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "自动处理保险财物清单、内容盘点及估价相关流程。 简介短暂留保险应用；行业人力成本不当自身收入，估价准确率、实际交付人力及合同未知。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31198",
      "companyId": "YC31198",
      "title": "Wingman Law主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/wingman-law",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "由律师带领AI代理处理人身伤害索赔法律服务。 保留法律专业服务；索赔获偿不是全部律师收入，牌照及合同未核。创始人旧公司35万及旧律所5000万案件额不归本公司，成功费不是固定SaaS订阅。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31240",
      "companyId": "YC31240",
      "title": "General Legal主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/general-legal",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为成长公司提供商业、公司及劳动法律服务。 保留法律服务；历史每合同500报价和速度承诺不等实收收入或经常性收入，执照、法域和律师工时未独立核。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31247",
      "companyId": "YC31247",
      "title": "Fed10主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/fed10",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "监测法案及监管提案并交付企业政策影响和倡议建议。 保留政策专业服务；500每小时、3万月费为传统顾问背景，客户千万合规成本风险不是Fed10收入。立法解释和覆盖范围未独立核。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31257",
      "companyId": "YC31257",
      "title": "Atlia主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/atlia",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "管理短租物业的客人沟通、清洁维护、定价和房东报告。 保留物业服务；YC近零现场人力与官网当地运营/资深人员监督分别记录，不能只凭AI自述推软件毛利。房东增收不是管理公司收入。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31264",
      "companyId": "YC31264",
      "title": "Vela主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/vela",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "通过邮件、短信及WhatsApp安排和改期多人面试等日程。 移企业通用工作；当前招聘协调为主要入口，不是代雇主完成招聘的代理事务所。传统助理8万年薪不是Vela收入，旧创业用户不归当前产品。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31268",
      "companyId": "YC31268",
      "title": "Cova主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/cova",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "帮助家庭照护者申请报酬并交付居家护理服务。 保留护理服务；自述无非照护者FTE并不等无人工，官网Care Guide及家访职责另记。Michigan牌照和支付计划资格未独立核，不能把护理总额全作软件收入。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31303",
      "companyId": "YC31303",
      "title": "Condor Energy主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/condor-energy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "整合能耗与市场数据以优化大型企业电力采购。 保留能源行业；数据中心客户不代表销售算力，电费与节省金额不是平台收入，实际交易执行、效果及合同未核。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31330",
      "companyId": "YC31330",
      "title": "Standard Signal主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/standard-signal",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以AI研究及执行交易的对冲基金。 保留金融资产管理；投资本金、资产与投资回报不当ARR。费用及赎回条款仅供合资格者索取，未取得文件，不推许可、收益或收费水平。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31340",
      "companyId": "YC31340",
      "title": "Illume Labs主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/illume-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "整合个人可穿戴、血检及基因资料并提供健康趋势与问答。 移个人应用；个性化建议、隐私与健康效果均为自述，未核医疗资格或临床准确性，不当获批医疗服务。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31383",
      "companyId": "YC31383",
      "title": "Juno主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/juno-chat",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为慢性病个人用户提供AI健康助手。 移个人应用；30万患者是自述采用规模，不是付费用户或收入。简介仅称October上线，未从该相对措辞推具体年份，医疗效果未核。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31390",
      "companyId": "YC31390",
      "title": "Wealor主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/wealor",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为财富管理人员提供AI工作平台。 暂留财富管理应用，简介及发布仍缺具体交付与价格。90万亿行业资产不是Wealor收入，牌照、客户和效果未核。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31402",
      "companyId": "YC31402",
      "title": "Standout主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/standout",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以代表人才与公司的代理做匹配、评估和招聘介绍。 移通用招聘；万人才、60公司、百次介绍不是付费客户或成功入职。创始人此前Zealy的300万ARR及150万MAU不归Standout。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31412",
      "companyId": "YC31412",
      "title": "ClaimKit主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/claimkit",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为美国、英国及澳大利亚客户提供研发税抵扣服务。 保留税务服务；抵扣额与税款不等公司服务费，不据AI-native认定纯软件收入，执业资格与各法域实际服务范围未核。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31418",
      "companyId": "YC31418",
      "title": "Taiga主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/taiga",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为医疗诊所编码、提交保险账单并追踪拒赔。 保留医疗账单服务；诊所保险收款不是Taiga收入，每笔拒赔跟进是服务主张，不等实际成功率或已确认收入。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31420",
      "companyId": "YC31420",
      "title": "Kimpton主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/kimpton",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以真实数据构建模型训练环境、评估任务及运行接口。 按当前官网训练环境移C02；旧投资OS与现Koliseum/EvalRouter分期，不能据金融场景全算行业软件。旧基金1000万募集、3500万资产和客户33亿AUM均排除营收，未运行基准或核评分完整性。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31430",
      "companyId": "YC31430",
      "title": "Voquill主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/voquill",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为医疗实验室管理样本接收、报告、编码和合规工作。 保留完整实验室OS；旧语音病理助手为模块。25病理医生采用及20%效率提升自述不是付费收入或独立临床效果，行业账单及漏收不归本公司。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31464",
      "companyId": "YC31464",
      "title": "Soria主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/soria",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为投资者构建有行业专家复核的财务研究终端及数据接口。 保留金融研究，初始医疗数据不等患者诊疗，API也不等通用基础设施。客户万亿资产及同行20万年费不作Soria收入，官网本轮无可读正文。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31477",
      "companyId": "YC31477",
      "title": "BioStack Platforms主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/biostack-platforms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将临床及实验资料整理为生物医疗模型训练数据和环境。 移模型训练供给，医疗为数据领域。数据质量、患者授权、效果及模型收益未独立核，不把10倍等宣传当测试结果。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31511",
      "companyId": "YC31511",
      "title": "Arzana主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/arzana",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为制造企业定制报价、订单、排产及财务办公代理。 保留制造行业办公；2035自动化万家工厂及未来机器控制为目标，不当已实现实体自动化。150万避免人工成本为客户节省，官网430万融资不是收入，工程师到厂成本另记。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31525",
      "companyId": "YC31525",
      "title": "Arden主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/arden",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为内审及SOX团队取证、测试控制并生成底稿。 移企业通用工作；AI-native firm与平台交付并列，实际专业人力待核。传统顾问高时费不是Arden定价或收入，audit-ready不等审计结论已验证。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31528",
      "companyId": "YC31528",
      "title": "Asendia AI主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/asendia-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为人才中介执行寻访、电话筛选、外联及提交候选草稿。 保留专业招聘软件，区别企业通用日程协调和人工代理事务所。克隆招聘员判断为主张，招聘员仍复核提交，2000亿市场不作收入。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31532",
      "companyId": "YC31532",
      "title": "Atlas Discovery主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/atlas-discovery",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "通过生物数据、模型和科研代理发现已有药物的新用途。 保留医药研发；六位数合同金额与八位数意向书分开，未核币种、确认、付款或经常性。论文会议、模型倍数和基金会测试不当独立复测或获批临床成果。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31533",
      "companyId": "YC31533",
      "title": "Lattice Health主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/lattice-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "监测医院影像AI漂移、读片一致性及群体表现。 保留医疗专业治理；产品观察而非控制影像模型。签名报告不等内容为真或监管认可，未验证报告签名、运行模型或核合规资质。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31534",
      "companyId": "YC31534",
      "title": "Astraea主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/astraea",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将临床试验资料映射为标准数据、分析输出和质量复核流程。 保留临床专业应用；FDA-ready及CDISC输出为自述，不等已获批准，未读实际试验数据或独立复核。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-CAT-YC31539",
      "companyId": "YC31539",
      "title": "Klaimee主营及收入归属复核",
      "url": "https://www.ycombinator.com/companies/klaimee",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为AI代理部署提供风险评估、认证、担保及责任保险方案。 保留保险服务；100万保障与按客户收入档位的示例报价不是Klaimee收入。旧SafetyWing的500万至6000万收入及承保经历不归当前公司，法规、执照、承保和理赔能力未独立核。",
      "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。"
    },
    {
      "id": "INDUSTRY5-PATIENTDESK-PRICE",
      "companyId": "YC31183",
      "title": "Patientdesk当前澳元收费结构",
      "url": "https://www.patientdesk.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前页面明确澳元含GST：呼入按地点月费350/500/750，呼出另有套餐及成果费；整套建设20000含六个月营销，广告支出另付，PMS免费有适用条件及短信使用费。",
      "limitation": "现澳元报价不能确定历史原文$的币种；月费、成果、项目与转付广告费分开，价格不当实际客户数或MRR。"
    },
    {
      "id": "INDUSTRY5-ATLIA-HOME",
      "companyId": "YC31257",
      "title": "Atlia管理费与人工运营",
      "url": "https://www.atlia.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网列10%管理费，并称资深运营者监督，Fort Lauderdale与San Diego有当地人员。",
      "limitation": "未核具体合同、当地员工或承包商成本；与YC近零现场人员宣传分期，租金与房东增收不等管理收入或软件毛利。"
    },
    {
      "id": "INDUSTRY5-COVA-HOME",
      "companyId": "YC31268",
      "title": "Cova家庭护理与人工支持",
      "url": "https://cova.care/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网说明Care Guide回电、申请、家访及照护者入职流程。",
      "limitation": "护理人力及人工协调不因AI后台消失；无非照护FTE可能仍有合同人员，未核组织、牌照、报销资格或单位经济。"
    },
    {
      "id": "INDUSTRY5-KIMPTON-HOME",
      "companyId": "YC31420",
      "title": "Kimpton当前环境供给与投资OS",
      "url": "https://kimpton.ai/home",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网主推为前沿AI定制评估及RL环境，列Koliseum及EvalRouter，页脚仍列Kimpton OS。",
      "limitation": "当前主页不充分证明合同收入构成，按主要交付暂归模型训练环境；未运行API或验证奖励、泄漏、评分和公开预测记录。"
    },
    {
      "id": "INDUSTRY5-SORIA-ACCESS",
      "companyId": "YC31464",
      "title": "Soria官网读取缺项",
      "url": "https://www.soriaanalytics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "本轮官网工具未取得可读正文，主营暂据YC当前研究终端及专家复核描述。",
      "limitation": "不可读不等不存在或停业；合同、定价及当前首页交付仍缺，客户资产不得转成收入。"
    },
    {
      "id": "INDUSTRY5-BIOSTACK-HOME",
      "companyId": "YC31477",
      "title": "BioStack训练数据和环境",
      "url": "https://www.getbiostack.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网列供AI及生物医药团队训练前后使用的临床实验数据与强化学习环境。",
      "limitation": "未取得数据许可、隐私授权、模型运行或独立性能记录，质量和倍数仅自述。"
    },
    {
      "id": "INDUSTRY5-ARZANA-HOME",
      "companyId": "YC31511",
      "title": "Arzana制造办公与驻场实施",
      "url": "https://www.arzana.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网服务报价、订单、排产及财务等ERP工作，工程师到工厂了解流程，列430万种子融资。",
      "limitation": "驻场工程交付成本未核，融资不计收入；未来机器自动化愿景不当当前能力。"
    },
    {
      "id": "INDUSTRY5-ATLAS-HOME",
      "companyId": "YC31532",
      "title": "Atlas当前医药研发定位",
      "url": "https://atlasdiscovery.bio/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网简述用生物知识及AI研究罕见疾病治疗。",
      "limitation": "本轮未核论文全文、基准代码、临床批准或合同，发现候选药物不等已证明疗效。"
    },
    {
      "id": "INDUSTRY5-LATTICE-HOME",
      "companyId": "YC31533",
      "title": "Lattice报告与医疗模型治理",
      "url": "https://www.latticehealthai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网展示漂移、一致性、群体及治理证据和带签名角色报告。",
      "limitation": "未验证签名或实际临床数据；HIPAA/IHE/FDA相关宣传不当独立资质，演示模型数不当真实付费医院。"
    },
    {
      "id": "INDUSTRY5-KLAIMEE-HOME",
      "companyId": "YC31539",
      "title": "Klaimee示例保费及保障范围",
      "url": "https://www.klaimee.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网列550万融资及按客户收入档位的保险示例，如100万年度保障、月等值1850/年度22200报价。",
      "limitation": "示例非实际签约，客户年收入分档不是Klaimee收入，保障额度和融资均排除营收；承保主体、条款、除外和资质仍缺。"
    },
    {
      "id": "INDUSTRY5-PATIENTDESK-LAUNCH",
      "companyId": "YC31183",
      "title": "Patientdesk.ai财务原始表述",
      "url": "https://www.ycombinator.com/launches/Pka-patientdesk-ai-ai-native-operating-system-for-dental-clinics",
      "publishedAt": "2026-03-21",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "发布自述八周从原文$17K增至$50K MRR，另为客户带来$1.8M增收；此前有两年牙科营销及呼叫中心经历。",
      "limitation": "发布日非精确财务截至日，正文可更新；历史币种、收入确认、经常性定义和主体沿革待核，60家采用不能反推付费MRR。"
    },
    {
      "id": "INDUSTRY5-ATLAS-LAUNCH",
      "companyId": "YC31532",
      "title": "Atlas Discovery财务原始表述",
      "url": "https://www.ycombinator.com/launches/RqJ-atlas-discovery-ai-native-pharma-company",
      "publishedAt": "2026-07-24",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "发布自述三个月获得六位数contracted revenue及与AI实验室的八位数LOI，未给具体数值或币种。",
      "limitation": "合同金额不等确认营收、已收款或经常性；LOI为意向，不能相加，模型及临床成果未独立核。"
    },
    {
      "id": "INDUSTRY6-CAT-YC31549",
      "companyId": "YC31549",
      "title": "Enjamb Labs主营及交付口径",
      "url": "https://www.ycombinator.com/companies/enjamb-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在药企既有系统上执行临床证据、试验设计、统计编程及申报工作。 保留生物医药工作；130公司及500/600从业者为不同时点采用自述，不当付费客户。48小时申报包、错误倍数和98%校验率为厂商主张，不等监管批准或独立临床效果，认证状态待核。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC31552",
      "companyId": "YC31552",
      "title": "Arctic Health主营及交付口径",
      "url": "https://www.ycombinator.com/companies/arctic-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为医疗机构办理支付方资质审核、签约、医生入网及持续维护。 保留医疗专业服务；明确雇用资质专家且提交前逐项人审，不作纯无人SaaS。两天是提交时限而非获准入网，医生保险收款和旧Handstamp交易额非本公司收入。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC31562",
      "companyId": "YC31562",
      "title": "Cohesion主营及交付口径",
      "url": "https://www.ycombinator.com/companies/cohesion",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "追踪财报、新闻及其他资料以支持公开市场股票研究。 保留金融研究；十多基金合计百亿AUM为客户资产，不作Cohesion收入。alpha和更好决策未独立核，早期试用不直接算付费。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC31564",
      "companyId": "YC31564",
      "title": "Huscarl主营及交付口径",
      "url": "https://www.ycombinator.com/companies/huscarl",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为企业分析保险风险、方案及保费。 保留保险精算服务；5000万是买家规模门槛，万亿为行业保费，均非Huscarl收入。30%节省和零风险为宣传，顾问/经纪/承保角色、牌照及实际费用待核。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC31989",
      "companyId": "YC31989",
      "title": "Pango主营及交付口径",
      "url": "https://www.ycombinator.com/companies/pango",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "连接电商系统并处理发货、退货、退款和售后流程。 保留电商运营，销售后物流为主要交付；30品牌及99%自动化、20%降本为自述，未核付费、工作量或例外分母，不把商品及退款流量当平台收入。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32124",
      "companyId": "YC32124",
      "title": "Erinys主营及交付口径",
      "url": "https://www.ycombinator.com/companies/erinys",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为律师创办或改造律所提供技术、获客、收案及后台基础设施。 保留法律行业支持；律师拥有律所并作法律决定，Erinys不自动与独立律所并表。法律费、收入分成、软件和后台服务收费及合同主体待核，安全宣传非独立审计。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32127",
      "companyId": "YC32127",
      "title": "Perceptron ML主营及交付口径",
      "url": "https://www.ycombinator.com/companies/perceptron-ml",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "围绕律所案件定制私有部署的取证、研究、计时及起草系统。 保留法律专业应用；共享平台与定制交付并存，不据不是agency的表述推纯SaaS毛利。每个事实先核来源是主张，未独立核检索准确率或实际责任边界。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32157",
      "companyId": "YC32157",
      "title": "Maingen主营及交付口径",
      "url": "https://www.ycombinator.com/companies/maingen",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将工业运营决策整理为模型可训练的强化学习模拟环境。 移模型训练基础设施，不把模拟电站运维当已接管真实工厂。SolarBench是自有模拟基准，已读方法与结果但未读运行源码或复测；模拟利润和前雇主支付吞吐不是Maingen收入。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32187",
      "companyId": "YC32187",
      "title": "Insurf主营及交付口径",
      "url": "https://www.ycombinator.com/companies/insurf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "结合健康保险方案成本分析和诊所拒赔申诉数据辅助保险决策。 保留健康保险行业，Surely与Inveto两条交付分开。模拟年份、示例差价与每员工节省不是收入；医生签署、数据授权与监管未来安排均未独立核，不能据宣传认定普遍最低成本。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32195",
      "companyId": "YC32195",
      "title": "RealPact主营及交付口径",
      "url": "https://www.ycombinator.com/companies/realpact",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为房产经纪机构获取产权资料、填写合同并追踪交易文档和期限。 保留房产专业流程；New Hampshire采用为自述，客户引语不等独立效果或实收。地产成交值、佣金、平台费用与未来经纪OS范围分开，不当法律审查保证。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32204",
      "companyId": "YC32204",
      "title": "Alloovium主营及交付口径",
      "url": "https://www.ycombinator.com/companies/alloovium",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "整合建筑项目文件并按内部管理制度提供引用答案、草稿及检查。 保留建筑行业文档；4亿活跃项目值及客户250万编制成本不是Alloovium收入。AI草稿需人签，39项检查发现未独立复测，IMS/ISO适配不等已认证，处罚表述未核现行法规。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32254",
      "companyId": "YC32254",
      "title": "Prodigy Research主营及交付口径",
      "url": "https://www.ycombinator.com/companies/prodigy-research",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "研发量化金融模型并用于自营交易研究。 按自研金融基础模型的当前主张暂移C01；尚不证明对外出售通用模型或模型性能领先。140%批次交易回报、无亏损周及风险中性为自述，缺账户、基数、费用、杠杆与完整时段，不当ARR或独立基准。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32522",
      "companyId": "YC32522",
      "title": "Peer主营及交付口径",
      "url": "https://www.ycombinator.com/companies/peer",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为货主报价、匹配承运人并管理货物运输及途中问题。 保留物流专业服务；不是拥有车队的实体承运业务。9000亿行业规模、运费和货值不等平台净收入，少人多货及保险持续核验为主张，牌照、合同和异常处理待核。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32523",
      "companyId": "YC32523",
      "title": "Elite主营及交付口径",
      "url": "https://www.ycombinator.com/companies/elite",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在医疗EHR中通过语音、短信及网页完成预约、转诊和账单等前台任务。 保留当前医疗行业；同页旧Stratum政府申请审核发布与现Elite分期，缺主体和收入转移链。18专科及19余EHR写回未运行核，不能把旧政府节省愿景或前雇主收购经历算当前收入。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32525",
      "companyId": "YC32525",
      "title": "FlowManual主营及交付口径",
      "url": "https://www.ycombinator.com/companies/flowmanual",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "辅助建筑总包和机电承包商做算量、投标比较、合同及采购审阅。 保留建筑办公而非实际承包施工；工具辅助人员，不宣称自主完成项目。案例5千至1万遗漏损失不是FlowManual收费或收入，合同审阅不等法律意见。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32551",
      "companyId": "YC32551",
      "title": "Bloomy主营及交付口径",
      "url": "https://www.ycombinator.com/companies/bloomy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "向学校及家庭提供诊断、掌握式课程、AI辅导和学习评估。 保留教育专业应用，学校为当前主要定位并有家庭渠道；两倍成长为早期试点自述，未核对照、样本及测验。可订阅不等已收款，ESA/EFA资格及教育效果未独立核。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32620",
      "companyId": "YC32620",
      "title": "Gradon主营及交付口径",
      "url": "https://www.ycombinator.com/companies/gradon",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在工程公司现有CAD及分析工具中完成设计、计算、报告和图纸草稿。 保留工程专业软件；交付需工程师批准，并有飞赴客户现场及持续培训。75%项目提速为自述，不等净毛利或独立工程质量，实际设计责任、费率及收入未核。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32622",
      "companyId": "YC32622",
      "title": "Rational主营及交付口径",
      "url": "https://www.ycombinator.com/companies/rational",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "交付创业公司会计税务服务，并为企业内部财务团队提供AI员工。 暂保留会计专业服务，旧内部财务AI员工与无人事务所发布分期。现报价明确人审、专家与企业最终复核，创业服务仍是等候名单；不以zero-human宣传推实际人工为零或套餐已有收入。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32625",
      "companyId": "YC32625",
      "title": "Qlo主营及交付口径",
      "url": "https://www.ycombinator.com/companies/qlo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为商业保险核保机构管理邮件、申请、评级、报价及续期流程。 保留专业核保软件；一客户两年合同与三倍报价吞吐为自述，未给合同金额或确认营收。当前核保人决定、代理执行，未来自主核保另记；前雇主1500万年收入和客户保费排除。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-CAT-YC32650",
      "companyId": "YC32650",
      "title": "Risklytics主营及交付口径",
      "url": "https://www.ycombinator.com/companies/risklytics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为AI与硬件企业寻找承保机构、审阅条款并安排商业保险。 保留保险经纪而非自营承保；官网列Risklytics Inc.以Risklytics Insurance Services经营，自称持牌producer未独立核。客户不另付经纪费不等无收入，保费、佣金、赔付与应用演示数字分开。",
      "limitation": "自述不能证明合同、资格、实际毛利或独立效果；客户资产/项目/节省、行业规模、旧雇主收入、融资及交易回报不作可比公司ARR。"
    },
    {
      "id": "INDUSTRY6-ARCTIC-HOME",
      "companyId": "YC31552",
      "title": "Arctic资质专家与提交时点",
      "url": "https://arctic.health/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称每份申请提交前由专家审核，两个工作日提交，平均60至90天完成；提供定制API及白标。",
      "limitation": "两天提交不是两天获准入网；专家、系统和维护成本未拆，资质、实际成功率和合同未核。"
    },
    {
      "id": "INDUSTRY6-ENJAMB-HOME",
      "companyId": "YC31549",
      "title": "Enjamb采用与认证缺项",
      "url": "https://www.enjamb.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网列130家公司、600多从业者和研发监管工作流；安全部分列SOC2/ISO等说明，同时标认证进行中。",
      "limitation": "未取得审计报告或认证，不能认定已认证；采用不等付费，演示操作记录不当真实客户执行证据。"
    },
    {
      "id": "INDUSTRY6-RATIONAL-PRICE",
      "companyId": "YC32622",
      "title": "Rational服务与企业软件双模式",
      "url": "https://rational.to/ai-accounting-pricing.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "创业会计税务年约原文399/月等值4788/年，明确人审及专家支持；单一美国C-corp，税金、政府费、历史清账另列。企业软件按工作流定制，团队保留最终复核。",
      "limitation": "报价不等实收或ARR，币种及现合同待核。无人事务所发布不能覆盖现行人审范围，软件/服务与实施成本分开。"
    },
    {
      "id": "INDUSTRY6-RATIONAL-WAIT",
      "companyId": "YC32622",
      "title": "Rational创业服务仍待开放",
      "url": "https://rational.to/get-started?c=startups",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前创业套餐入口为等待名单，称服务可用时通知。",
      "limitation": "未提交表单；等待名单及年约报价不证明创业服务已正式付费上线，不否定另有企业合同。"
    },
    {
      "id": "INDUSTRY6-RISK-HOME",
      "companyId": "YC32650",
      "title": "Risklytics经纪与法律主体自述",
      "url": "https://www.risklytics.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网区分保险经纪、承保方及持牌producer；示例公司、40人及40万客户交易为申请演示。",
      "limitation": "未核执照登记或实际保单，演示不归Risklytics客户和收入；不是自营保险公司的证明。"
    },
    {
      "id": "INDUSTRY6-RISK-PRICE",
      "companyId": "YC32650",
      "title": "Risklytics佣金收费",
      "url": "https://www.risklytics.ai/pricing/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称承保方从保费支付佣金，不另加经纪费，保费由承保人定价，无公开统一费率。",
      "limitation": "未取得保单或佣金结算，不能把整笔保费作经纪收入；无额外客户费不等零收入。"
    },
    {
      "id": "INDUSTRY6-MAINGEN-HOME",
      "companyId": "YC32157",
      "title": "Maingen工业模拟定位",
      "url": "https://www.maingen.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网主张研究工业部署及模型安全运行关键设施，并链接SolarBench。",
      "limitation": "短官网未列实际工业控制客户、合同或收入，训练模拟不能直接证明真实设施已自治。"
    },
    {
      "id": "INDUSTRY6-MAINGEN-BENCH",
      "companyId": "YC32157",
      "title": "SolarBench公开方法及模拟收益边界",
      "url": "https://solarbench.maingen.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "已读自有太阳能运维模拟基准的方法、全条件通过定义及结果；发布集列八任务、十一模型、每模型每任务十次运行，并将模拟利润和完成条件分别计量。",
      "limitation": "仅厂商报告，无运行源码检查或独立复测；模拟收益不等真实电站利润或Maingen收入，任务及奖励设计的外推性待核。"
    },
    {
      "id": "INDUSTRY6-PRODIGY-HOME",
      "companyId": "YC32254",
      "title": "Prodigy模型与交易收益自述",
      "url": "https://prodigy.markets/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称自研量化模型及代理系统，批次期间自有资本上涨140%，无亏损周；列的是交易效果而非外部软件收费。",
      "limitation": "未核券商记录、净值、基数、时间、费用、杠杆或风险调整，不当独立模型排名、保证回报或ARR。前雇主交易员牌照不归新公司。"
    },
    {
      "id": "INDUSTRY6-ELITE-ACCESS",
      "companyId": "YC32523",
      "title": "Elite官网跳转读取缺项",
      "url": "https://elitehq.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "本轮网页工具报告elitehq.ai跳转elitecompany.co，但目标无法读取，未取得当前官网正文。",
      "limitation": "不把跳转当法律主体延续或停业证据，旧Stratum与现Elite的完整主体链及当前合同待核。"
    },
    {
      "id": "INDUSTRY6-GRADON-LAUNCH",
      "companyId": "YC32620",
      "title": "Gradon现场部署与人审",
      "url": "https://www.ycombinator.com/launches/Vf8-gradon-legora-for-aec-architecture-engineering-construction-firms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "发布说明团队飞赴客户现场、逐一培训并持续支持，工程交付由工程师审核批准后才改变。",
      "limitation": "部署及培训不是零成本软件；75%提速未独立核，工程责任与软件/服务合同分配未知。"
    },
    {
      "id": "INDUSTRY7-CAT-YC32717",
      "companyId": "YC32717",
      "title": "Neuron Industries主营及收入范围",
      "url": "https://www.ycombinator.com/companies/neuron-industries",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供集成AI编程、HMI及数据功能的工业控制器。 移实体工业控制，非纯办公软件。旧发布硬件可试点与当前Q1 2027上市分期，50订金不等设备收入；现场案例、实时参数和安全认证未独立核，旧PLC5000价非自身收入。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC32751",
      "companyId": "YC32751",
      "title": "Vestris主营及收入范围",
      "url": "https://www.ycombinator.com/companies/vestris",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为产权服务机构处理房产交易文件、产权及交割流程。 保留房产专业服务；每步需人批准，平行试用客户月度百万成交值不是Vestris收入。产权保险利润率背景不代表公司毛利，专业资格、收费和准确率未核。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC32782",
      "companyId": "YC32782",
      "title": "Denta主营及收入范围",
      "url": "https://www.ycombinator.com/companies/denta",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为雇主组织自筹资金牙科福利并自动处理理赔。 保留健康福利；自筹保险计划区别自营承保，秒付和25%便宜为主张。行业千亿保费及250亿管理费不当Denta收入，承保、托管、实际费率及牌照未核。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC32848",
      "companyId": "YC32848",
      "title": "Luca IQ主营及收入范围",
      "url": "https://www.ycombinator.com/companies/luca-iq",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为会计师事务所和开发者提供税务计算、资料流程及电子申报。 保留税务应用，不因API入口归通用Agent设施。发布明确AI不做税务数学、确定性引擎计算，现官网每份申报由事务所审核且有CPA支持；IRS授权和100%正确未独立核，等待名单不当付费。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC32914",
      "companyId": "YC32914",
      "title": "Bear主营及收入范围",
      "url": "https://www.ycombinator.com/companies/bear-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以代理处理记账和报税，并由认证会计师审核。 保留专业会计服务；Bear原名Last Accounting Company，认证会计师签字是交付组成，不作无人纯SaaS。准时、更快更便宜为主张，资格、合同及营收未核。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC32948",
      "companyId": "YC32948",
      "title": "Waybill主营及收入范围",
      "url": "https://www.ycombinator.com/companies/waybill",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为硬件团队采购零件、处理付款物流通关并更新库存。 保留专业采购运营，发布明确agents与humans共同交付。商品价、物流及旧雇主跨境货值不作服务净收入，PCB等未来扩展另记，不推软件毛利。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC32979",
      "companyId": "YC32979",
      "title": "RonanRx Inc.主营及收入范围",
      "url": "https://www.ycombinator.com/companies/ronanrx-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "结合远程医疗及自述自营药品制造，为患者提供个性化处方和配送。 保留医药专业交付并注明实物制造，不作纯软件。33州许可、50%周增长、疗效与安全未独立核；创始人此前1亿融资及5000万医疗制造业务规模不归当前收入，适应症和处方范围待核。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC33017",
      "companyId": "YC33017",
      "title": "ProvenMetal主营及收入范围",
      "url": "https://www.ycombinator.com/companies/provenmetal",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "通过制造伙伴网络交付PCB制造、组装与零件采购。 移实体电路板交付，官网说明路由至合作工厂，不认定自有工厂。AI审核范围和传统规则引擎分开，特定受控设计不走AI审查为自述；速度、制造地点及合规资质未独立核。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC33050",
      "companyId": "YC33050",
      "title": "Derya主营及收入范围",
      "url": "https://www.ycombinator.com/companies/derya",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为硬件及商品企业梳理并执行采购、制造协调和分销物流。 保留专业供应链服务；已处理1500万货运的金额口径、主体和期间未给，不当ARR。旧雇主4.5亿船队及创始人此前六位数ARR不归Derya，risk-free进口主张未核。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC33059",
      "companyId": "YC33059",
      "title": "Palisade主营及收入范围",
      "url": "https://www.ycombinator.com/companies/palisade-2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "从内核事件发现并缓解企业终端机群的操作系统漏洞。 移企业通用安全运营，不按行业分类或代码生成分类。内核规则缓解不等原始漏洞已修复，示例CVE、实时控制与分钟部署未运行核；官网不可读，未核生产可靠性或付费。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC33062",
      "companyId": "YC33062",
      "title": "Hubble主营及收入范围",
      "url": "https://www.ycombinator.com/companies/hubble-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为获授权的医疗资料请求跨系统检索和汇集病历。 保留医疗专业检索，不因API归通用基础设施。前Grow/One Medical数百万患者非当前Hubble采用，单授权完整病历为目标，授权权利、覆盖、准确及收费未核。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC33178",
      "companyId": "YC33178",
      "title": "TovenAI主营及收入范围",
      "url": "https://www.ycombinator.com/companies/tovenai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为机构交易合规团队提供代理和金融系统连接。 保留金融专业合规，六代理、30余连接和头部券商采用为自述，不等付费或监管认可。客户现场共建成本及模型判断由谁批准未核，不推自动化覆盖率。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC33179",
      "companyId": "YC33179",
      "title": "Verdict Machine主营及收入范围",
      "url": "https://www.ycombinator.com/companies/verdict-machine",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "盘点金融机构链上资产并在执行前评估交易风险与安全控制。 保留金融专业安全；PoC及大银行评估不当签约付费，客户每周数十亿交易非供应商收入。行业失窃和其他公司估值不归本公司，法律要求及防攻击效果未独立核。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC33282",
      "companyId": "YC33282",
      "title": "Florin主营及收入范围",
      "url": "https://www.ycombinator.com/companies/florin",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以公开资料和模拟为商业保险风险定价并提供可绑定报价。 保留保险专业服务；零核保员和秒级报价为主张，尚未核承保主体、资本、牌照及真实保单，不能仅靠carrier措辞认定合法承保。前Terrafirma融资不归Florin，保费不等SaaS ARR。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC33311",
      "companyId": "YC33311",
      "title": "SpaceFlow Technologies, Inc.主营及收入范围",
      "url": "https://www.ycombinator.com/companies/spaceflow-technologies-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "承接实体商品企业从需求计划、采购签约到异常和对账的运营。 保留采购服务，平台主要供内部执行。4亿年度采购管理额、多个六位数合同、12万客户年节省及10亿未来目标分开；合同期间/币种/收入确认未核，不把合同、支出或目标作当前ARR。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC33314",
      "companyId": "YC33314",
      "title": "Avoca Systems主营及收入范围",
      "url": "https://www.ycombinator.com/companies/avoca-systems",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "结合临床与设备约束为放射检查网络处理转诊、预约及患者沟通。 保留医疗专业预约，扫描设备和临床流程约束区别通用获客。未接电话比例及填满产能是背景和主张，诊疗收费与平台收入分开，集成效果和合同待核。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC33318",
      "companyId": "YC33318",
      "title": "HillStar主营及收入范围",
      "url": "https://www.ycombinator.com/companies/hillstar",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供辅助公用事业采购决策的AI代理。 短简介暂留行业，未取得官网正文。尚缺代理实际任务、系统、付费、技术作用及合同，不能从标题推已自主采购或具体节省。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC33344",
      "companyId": "YC33344",
      "title": "Dawn Industries主营及收入范围",
      "url": "https://www.ycombinator.com/companies/dawn-industries",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "连接工业控制器、机器人和CNC，诊断故障并准备经批准的恢复动作。 移实体工业闭环；发布从只读到一键批准再到特定无人恢复分阶段，安全联锁能力未独立核。单故障节省1.5万为客户成本自述，非收入；发布四人和目录两人为异时点团队口径，保留原快照。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC33441",
      "companyId": "YC33441",
      "title": "Allia Health主营及收入范围",
      "url": "https://www.ycombinator.com/companies/allia-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供精神健康EHR及独立诊所共享临床和支付方合同的网络。 保留精神健康行业；官网EHR开放免费，网络成员保持独立所有权，不能把8000临床人员都算员工或付费席位。5000万以上为签约年化护理产能、非已核ARR；成员医疗收入与平台收费及主体并表分开，创始人ARC分数不作本公司独立能力验证。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-CAT-YC33540",
      "companyId": "YC33540",
      "title": "Osseus主营及收入范围",
      "url": "https://www.ycombinator.com/companies/osseus",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供生物医疗数据、评估及强化学习环境供实验室训练模型。 按当前训练交付移模型基础设施，superintelligence是愿景而非已证明通用模型。患者和生物数据许可、隐私、实际效果及收入未核，官网背景论文不直接证明当前产品效果。",
      "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。"
    },
    {
      "id": "INDUSTRY7-NEURON-HOME",
      "companyId": "YC32717",
      "title": "Neuron控制器上市与试点分期",
      "url": "https://neuronindustries.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网列Cortex/Synapse硬件软件，Q1 2027可用，50订金入口；展示木材加工客户切换案例。",
      "limitation": "早期试点不等普遍现货或实收，订金不当已交付设备收入；参数、安全和客户结果未独立核。"
    },
    {
      "id": "INDUSTRY7-PROVEN-HOME",
      "companyId": "YC33017",
      "title": "ProvenMetal制造网络",
      "url": "https://provenmetal.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网明确路由至合作PCB工厂及组装厂，协调报价、DFM、采购和交付，并区分受控设计不走AI审查的范围。",
      "limitation": "不把制造网络认定为自有工厂，规则审核与模型作用仍待核；ITAR、美国制造及速度为自述，未取得独立资质或实际订单。"
    },
    {
      "id": "INDUSTRY7-ALLIA-HOME",
      "companyId": "YC33441",
      "title": "Allia当前EHR与医疗网络",
      "url": "https://allia.health/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网主推精神健康EHR、就诊记录与账单，仍列8000以上临床人员及网络入口。",
      "limitation": "采用不等员工、独立付费席位或本公司确认收入，页面演示24.8k收款不是Allia真实营收；临床效果和实际合同待核。"
    },
    {
      "id": "INDUSTRY7-ALLIA-PAYERS",
      "companyId": "YC33441",
      "title": "Allia健康计划服务",
      "url": "https://allia.health/for-payers",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网为健康计划提供以共享基础设施、结局数据及激励连接的临床网络。",
      "limitation": "未取得保险合同或已交付护理量，不把网络覆盖等同已实现诊疗收入、保证疗效或软件ARR。"
    },
    {
      "id": "INDUSTRY7-ALLIA-NETWORK",
      "companyId": "YC33441",
      "title": "Allia独立成员与免费EHR",
      "url": "https://allia.health/network",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称成员诊所保持独立所有权，EHR对所有人开放免费，网络含账单、护理协调及医生团队支持。",
      "limitation": "成员医疗款不自动并入Allia收入；网络合同、收费、临床人力和控制范围待核，官网法律结构说明未独立验证。"
    },
    {
      "id": "INDUSTRY7-ALLIA-LAUNCH",
      "companyId": "YC33441",
      "title": "Allia年化合同与护理产能",
      "url": "https://www.ycombinator.com/launches/SzE-allia-the-first-full-stack-ai-native-mental-health-group",
      "publishedAt": "2026-08-20",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "历史发布开头称5000万以上年化保险合同，正文进一步称签约合同下的年化护理产能，当时计划2026-09开始交付。",
      "limitation": "历史计划不证明现已交付；未见履约、实际护理量、净收款、主体及收入确认资料，不当已实现ARR。"
    },
    {
      "id": "INDUSTRY7-SPACEFLOW-LAUNCH",
      "companyId": "YC33311",
      "title": "SpaceFlow支出、合同及目标",
      "url": "https://www.ycombinator.com/launches/SSl-spaceflow-ai-native-procurement-services-for-the-physical-economy",
      "publishedAt": "2026-08-06",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "发布分列年度4亿供应商支出管理额、多个六位数已签合同、客户每年12万节省、未来10亿收入目标及创始人此前4万广告服务收入。",
      "limitation": "六位数合同未给币种、数量、覆盖期、软件/服务及确认方式；合同不当ARR，支出/节省/目标/此前收入分别排除。"
    },
    {
      "id": "INDUSTRY7-SPACEFLOW-ACCESS",
      "companyId": "YC33311",
      "title": "SpaceFlow官网正文缺项",
      "url": "https://spaceflow.tech/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "本轮官网工具返回无可读正文，当前主营与合同线索仍据YC发布。",
      "limitation": "不可读不等停业或未交付；未取得现定价或合同，不用空页验证收入。"
    },
    {
      "id": "INDUSTRY7-LUCA-HOME",
      "companyId": "YC32848",
      "title": "Luca IQ人审及软件/API",
      "url": "https://lucaiq.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网列税务工作流及API，明确事务所审核每份报表、CPA支持，并提供等待名单。",
      "limitation": "未执行申报或核IRS授权；审计轨迹不保证所有输入和税务判断正确，等待名单不等付费。"
    },
    {
      "id": "INDUSTRY7-DAWN-ACCESS",
      "companyId": "YC33344",
      "title": "Dawn官网读取缺项",
      "url": "https://www.dawnxr.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网工具未取得可读正文，当前闭环与分阶段批准按YC发布记录。",
      "limitation": "不把页面标题当已验证机器动作、安全认证或交付；未运行控制产品。"
    },
    {
      "id": "INDUSTRY7-PALISADE-ACCESS",
      "companyId": "YC33059",
      "title": "Palisade官网读取缺项",
      "url": "https://palisade-ai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "本轮工具无法访问官网，未取得当前产品正文。",
      "limitation": "不可访问不等不存在；内核缓解、原生补丁、运行可靠性和具体版本效果继续待核。"
    },
    {
      "id": "INDUSTRY7-OSSEUS-HOME",
      "companyId": "YC33540",
      "title": "Osseus数据、评估及环境",
      "url": "https://www.osseus.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网从现成/定制生物医疗数据集、互动任务和强化学习环境入手服务前沿实验室。",
      "limitation": "数据授权、匿名化、模型效果与实际收入未核；背景遗传研究引用不是公司独立技术评测。"
    },
    {
      "id": "INDUSTRY7-HILLSTAR-ACCESS",
      "companyId": "YC33318",
      "title": "HillStar官网读取缺项",
      "url": "https://hillstar.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "本轮网页工具无法读取官网，仅YC短简介可用。",
      "limitation": "具体交付、用户、报价、收入和AI实现仍缺，不由行业标题补全。"
    },
    {
      "id": "INDUSTRY8-CAT-YC33804",
      "companyId": "YC33804",
      "title": "Neomatter主营及数字归属",
      "url": "https://www.ycombinator.com/companies/neomatter",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在企业邮件及业务系统中整理法务请求，形成供律师批准的结果。 保留法律专业工作；律师仍审阅批准，不将HR/销售入口误作通用文档工具。政策和先例应用、完整正确及收入未独立核。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC33805",
      "companyId": "YC33805",
      "title": "Edviro主营及数字归属",
      "url": "https://www.ycombinator.com/companies/edviro",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "结合建筑能耗及设备资料诊断问题、模拟干预并协调维修和效果核验。 保留设施运营应用；关键动作先经人员批准，数据中心合作仍初期，不把world model宣传当基础模型销售。旧40万可避免成本与官网40万verified savings分开且不相加，未独立核实际实现和平台收费。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC35092",
      "companyId": "YC35092",
      "title": "Cardinal Square主营及数字归属",
      "url": "https://www.ycombinator.com/companies/cardinal-square",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以AI配合教师提供课后写作教学，计划扩展完整学校。 保留教育专业服务，当前说明从未认证课后班起步，完整认证学校是计划。官网无法读取，不把规划当已获办学认证、学生采用或课程收入。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC35125",
      "companyId": "YC35125",
      "title": "Altair Health主营及数字归属",
      "url": "https://www.ycombinator.com/companies/altair-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为独立医疗机构承接保险账单流程，以账单员处理代理例外。 保留专业账单服务；定理证明器对照保险规则为主张，不证明所有规则和输入正确。账单员处理失败是交付组成，医生收款不是Altair收入，Stripe类比不当支付许可。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC35422",
      "companyId": "YC35422",
      "title": "Praxis主营及数字归属",
      "url": "https://www.ycombinator.com/companies/praxis",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为律所处理收案、客户资料、文档追踪、账单和催款后台。 保留律所全流程，律师监督批准每步，不能按前雇主付费客户数估本公司客户。客户损失35万每年和每案1万非Praxis收入，完整效率和合同待核。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC35685",
      "companyId": "YC35685",
      "title": "Obia主营及数字归属",
      "url": "https://www.ycombinator.com/companies/obia",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为企业寻找工业和办公空间并协助谈判及交付。 保留商业经纪服务，初始California工业/办公与全国愿景分开。两周交钥匙是主张，房产价值和租金不是全部经纪收入，AI作用、执照及具体收费待核。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC35983",
      "companyId": "YC35983",
      "title": "Telamont主营及数字归属",
      "url": "https://www.ycombinator.com/companies/telamont",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "交叉核对建筑文档版本并追踪合同、技术及规范风险。 保留建筑专业文档，未涉及实际承包施工。七位数潜在争议是客户风险背景，非软件收入或实际追回金额，规范解释及技术准确率待核。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC36084",
      "companyId": "YC36084",
      "title": "Covera主营及数字归属",
      "url": "https://www.ycombinator.com/companies/covera",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在保险代理AMS及邮箱中整理投保、报价、客户服务和续期。 保留保险专业软件，团队审阅每项动作且记录责任险轨迹。五分钟报价、每周十小时和20%增单为自述，未核分母或独立效果；前Simio收购不归Covera收入。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC36086",
      "companyId": "YC36086",
      "title": "Hesper AI主营及数字归属",
      "url": "https://www.ycombinator.com/companies/hesper-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "读取保险索赔资料、检查篡改和事实并整理调查案卷。 保留保险专业调查；audit-ready不等已审计，不据异常标记判定客户欺诈。准确率、误报、覆盖、人工责任及收费未知。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC36577",
      "companyId": "YC36577",
      "title": "OpEra主营及数字归属",
      "url": "https://www.ycombinator.com/companies/opera",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为工厂、仓库和车队定制规划、排班、库存及路径优化模型。 保留供应链规划，输出计划而非交付自有机器人或通用基础模型。38%运费下降及其他客户效果未独立核，研究数据结果与上线回款分开，不作自身营收。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC36644",
      "companyId": "YC36644",
      "title": "Vouch主营及数字归属",
      "url": "https://www.ycombinator.com/companies/vouchwealth",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为印度个人用户整合资产、投资选择及税务规划。 移个人应用；行业财富增长不等Vouch资产或收入，官网无法读取。实际投资顾问/交易角色、托管、许可和税务效果待核，不据愿景认定自动资产管理已实现。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC37203",
      "companyId": "YC37203",
      "title": "Volaren Inc.主营及数字归属",
      "url": "https://www.ycombinator.com/companies/volaren-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为个人整合账户、解释组合变化并在所设限制内辅助投资行动。 移个人应用；官网明确账户、余额和订单为示例，回测不等实盘回报，900用户/基金混合采用不作付费客户。交易与连接能力未运行核，许可、资金保管及收费待核。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC37274",
      "companyId": "YC37274",
      "title": "Decent主营及数字归属",
      "url": "https://www.ycombinator.com/companies/decent-com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为小企业比较医疗保险方案并持续协调健康计划。 保留专业经纪，现运营者Decent Labs Inc.；官网明确创始人第二家同名公司，2026公告称新主体/团队，不仅凭旧品牌历史改年。旧4200万融资及客户节省不归现收入，客户免费不等无佣金。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC37401",
      "companyId": "YC37401",
      "title": "Theseus Robotics主营及数字归属",
      "url": "https://www.ycombinator.com/companies/theseus-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "开发用于零售补货、库存轮换及订单拣选的人形机器人系统。 移实体机器人，官网当前提供私下预览。预览入口不等大规模生产部署；昼夜作业、可靠性、安全、硬件所有权及实收待核。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC37533",
      "companyId": "YC37533",
      "title": "HABU主营及数字归属",
      "url": "https://www.ycombinator.com/companies/habu",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "作为开发服务商为投资者选地、组织设计建造并交付出售住宅。 移实体资产建设服务，内部OS非外售SaaS；自述不是长期房产持有者也不证明零资本或无担保。前3.1亿项目与行业1600亿投资排除现营收，速度、成本及风险改善未独立核。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC37600",
      "companyId": "YC37600",
      "title": "Redoubt Insurance主营及数字归属",
      "url": "https://www.ycombinator.com/companies/redoubt-insurance",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为小企业提供商业保险代理服务。 短简介暂留保险代理，未明确自营承保。机器处理与经验学习为AI线索，实际授权、费率、AI任务及收入缺项保留；目录0人不当真的无人经营。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC37601",
      "companyId": "YC37601",
      "title": "Lark主营及数字归属",
      "url": "https://www.ycombinator.com/companies/lark-2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为分销企业定制采购、预测、库存、销售及数据代理。 保留分销全运营，销售只是模块，企业保留审批界限。首客户每周50小时节省为自述，未核实际工时、质量或收入，整运营代理目标不当全自动已实现。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC37831",
      "companyId": "YC37831",
      "title": "Kairos Health主营及数字归属",
      "url": "https://www.ycombinator.com/companies/kairos-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在牙科诊所系统中处理患者召回预约、来电及保险核验。 保留医疗患者运营，16地点不等付费客户；客户月产出增加20000未给币种，不当Kairos收入。179来电、46预约及终身折扣是历史发布自述，实际结果、价格与保险准确性待核。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-CAT-YC37995",
      "companyId": "YC37995",
      "title": "Sintropix主营及数字归属",
      "url": "https://www.ycombinator.com/companies/sintropix",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为多国LATAM企业提供财务ERP、对账、会计合并和AI问答。 按现官网移企业通用工作，非会计事务所执业的充分证明。首页420万ARR、现金、合同及Acme账目为产品界面示例，不作Sintropix收入；AI问答与会计判断、人审及实际合同待核。",
      "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。"
    },
    {
      "id": "INDUSTRY8-DECENT-HOME",
      "companyId": "YC37274",
      "title": "Decent经纪与客户节省",
      "url": "https://www.decent.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网列现运营者Decent Labs Inc.，服务小企业健康计划，保险方支付佣金；6万与10万年节省为客户案例。",
      "limitation": "客户节省非经纪收入，页面个人执照为自述未查登记；多年客户引语不能独自证明现公司成立或旧业务合并。"
    },
    {
      "id": "INDUSTRY8-DECENT-ABOUT",
      "companyId": "YC37274",
      "title": "Decent同名新业务与佣金",
      "url": "https://www.decent.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "关于页明确这是Nick第二家同名公司；选定保险、PEO或计划方从客户支付中付佣金及可能奖金，金额随方案变化。",
      "limitation": "旧品牌和旧计划业绩不自动归现公司，合同与法律主体完整沿革待核，客户免费不等公司无收入。"
    },
    {
      "id": "INDUSTRY8-DECENT-TERMS",
      "companyId": "YC37274",
      "title": "Decent现运营者及承保边界",
      "url": "https://www.decent.com/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "条款列Decent Labs Inc.，明确平台不承保或发行保险，报价须保险方或PEO批准才生效。",
      "limitation": "条款更新2026-10-05不是成立日期；未验证许可登记及真实佣金，不把网站报价当已生效保单。"
    },
    {
      "id": "INDUSTRY8-DECENT-NEW",
      "companyId": "YC37274",
      "title": "Decent创始人新主体说明",
      "url": "https://www.decent.com/blog/run-it-back",
      "publishedAt": "2026-09-29",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-09-29创始人公告称再次用Decent名称创办新公司，说明新主体、新团队及经纪模式。",
      "limitation": "为创始人原始陈述而非工商登记；支持区别旧同名业务，精确注册及资产转移链仍未取得。"
    },
    {
      "id": "INDUSTRY8-VOLAREN-HOME",
      "companyId": "YC37203",
      "title": "Volaren账户示例与免费层",
      "url": "https://www.volaren.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网提供个人组合、代理交易及免费入口，明确展示的账户、余额和订单为示例，另列策略回测。",
      "limitation": "191120账户合计、5000预算、交易和回报演示不当AUM、公司营收或实际用户结果；未连接账户、运行交易或核牌照。"
    },
    {
      "id": "INDUSTRY8-SINTROPIX-HOME",
      "companyId": "YC37995",
      "title": "Sintropix多国ERP及示例账目",
      "url": "https://sintropix.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "西语官网服务LATAM多国企业财务，包含多主体、多币种、对账、总账和AI Erwin，示例Acme公司及420万ARR看板。",
      "limitation": "产品看板日期、合同和账目不是已核公司财务，不据界面ARR或Stripe示例反推真实客户收入，数字仅排除比较。"
    },
    {
      "id": "INDUSTRY8-THESEUS-HOME",
      "companyId": "YC37401",
      "title": "Theseus零售机器人预览",
      "url": "https://theseus.bot/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网面向货架补货、轮换和拣选，提供私下预览入口。",
      "limitation": "未见公开生产部署数量、合同或独立可靠性测试，不把预览当规模化交付。"
    },
    {
      "id": "INDUSTRY8-EDVIRO-HOME",
      "companyId": "YC33805",
      "title": "Edviro人审工单及节省口径",
      "url": "https://edviroenergy.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网工作流明确人审计划、技术员派工及仪表验证；列34站点及40万verified savings。",
      "limitation": "旧发布40万identified avoidable costs与现verified表述不相加，未核实际账单、基线、净节省或供应商费用，演示工单不当现场审计。"
    },
    {
      "id": "INDUSTRY8-VOUCH-ACCESS",
      "companyId": "YC36644",
      "title": "Vouch官网缺项",
      "url": "https://vouchwealth.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "工具无法读取官网，个人财富定位暂据YC当前描述。",
      "limitation": "收费、投资许可、代理权限、托管和当前实际产品继续未知。"
    },
    {
      "id": "INDUSTRY8-HABU-ACCESS",
      "companyId": "YC37533",
      "title": "HABU官网缺项",
      "url": "https://buildhabu.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "本轮工具未取得官网正文，开发服务与非长期持有定位据YC发布。",
      "limitation": "不把不可读当停业，需后续合同核开发费、项目资金、担保及资本占用。"
    },
    {
      "id": "INDUSTRY8-CARDINAL-ACCESS",
      "companyId": "YC35092",
      "title": "Cardinal Square官网缺项",
      "url": "https://cardinalsquare.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "本轮工具无法读取官网，YC说明从未认证课后写作班开始。",
      "limitation": "不推已开设完整认证学校，课程交付、资质、学生、教师及收费尚缺。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30384",
      "companyId": "YC30384",
      "title": "Chestnut主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/chestnut",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以AI代理处理住宅按揭贷款申请及借贷流程。 保留专业金融服务；自述Texas/Colorado牌照及99%自动化未独立核。创始人前业务每年2%美国房贷非Chestnut份额或收入，客户利息下降及贷款本金不等ARR，官网403缺项保留。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30399",
      "companyId": "YC30399",
      "title": "Frekil主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/frekil",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在客户临床数据上协助研究设计、队列、统计分析和真实世界证据报告。 保留现RWE应用，旧医学图像标注发布分期。官网称AI写代码而患者数据留沙盒、研究员逐步审阅，架构和疗效未独立核；演示风险比、样本和匿名引语不当临床研究结果或收入。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30413",
      "companyId": "YC30413",
      "title": "Serafis主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/serafis",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将访谈及播客资料结构化为带来源的私募市场研究。 保留当前私募研究，旧面向个人播客应用另列。700亿客户AUM非自身收入；200万文本与10倍覆盖为自述，厂商加权覆盖基准不等模型总体能力或独立测试。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30426",
      "companyId": "YC30426",
      "title": "Ralo主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/ralo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "作为按揭经纪比较贷款方、整理报价并协调借款交易。 保留金融专业服务；官网明确不是银行，持牌人员协助。示例50万贷款、1250发起费和客户利息节省不作公司MRR，利率条件、佣金与实际收入未知，牌照仅自述未查登记。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30429",
      "companyId": "YC30429",
      "title": "Claim Health主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/claim-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为居家及后急性护理机构处理资格、转诊、授权和索赔收款流程。 保留医疗全流程，当前扩至护理连续性与旧账单发布分期。六位数漏收为客户问题发现非供应商收入，440万融资不是收入；一键目标和合规标识未独立核，账单人员仍作重要决定。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30552",
      "companyId": "YC30552",
      "title": "sieve主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/sieveai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将非结构化资料整理为供投资团队使用且经专家审核的数据。 保留金融数据服务，API入口不代表无人软件。官网逐项专家审核及共识验证，准确性和延迟均未实测；客户千亿AUM和Acme财务演示不作sieve收入。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30615",
      "companyId": "YC30615",
      "title": "Lanesurf主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/lanesurf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为物流订舱寻找可用卡车、并行联系并协商和预订运载。 保留物流专业流程，10分钟订货及更好毛利为自述。未核是否承担经纪责任、实际自动完成率及计费，行业百万日货量不归本公司收入。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30636",
      "companyId": "YC30636",
      "title": "EffiGov主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/effigov",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为地方政府311及部门热线提供AI接听和事项处理。 保留政务应用，AI OS为扩展愿景。许可申请及动物管理具体办结权限、政府合同和数据安全未核，不把接听等同政府最终批准。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30655",
      "companyId": "YC30655",
      "title": "Frizzle主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/frizzle",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为教师批改手写数学作业并提供学习分析和差异化测评。 保留教育专业应用；批改分钟化和减负为自述，教师责任、误评分及学习效果未独立核。白宫合作称号本轮未查原始登记，不当认证；前Coinbase5000万增收不是Frizzle收入。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30663",
      "companyId": "YC30663",
      "title": "Tesora主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/tesora",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为保险精算师整理数据、运行方法并部署费率工具。 保留精算应用，用户作专业判断，自有基础设施且团队协助上线为自述。frontier不直接当基础模型，SOC2及不训练数据未独立核，实际费率风险和合同未知。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30673",
      "companyId": "YC30673",
      "title": "Nexa Labs主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/nexa-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以植入芯片、耳标及平台监测牛只生理、定位和繁殖状态。 移实体传感交付；YC现Acquired仅列状态，买方及交割未核。官网仍有试点入口，40%更早和15%提升为宣传，USDA、动物安全及实际收入未知，不作已规模化部署。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30681",
      "companyId": "YC30681",
      "title": "Conviction主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/conviction",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "让个人用自然语言创建交易策略并回测、模拟和部署。 移个人应用，当前Conviction与附载Parachute医疗模型评估旧发布分期。未核主体沿革、交易许可、实际成交和收益，不将旧医疗客户或回测继承为当前业绩。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30695",
      "companyId": "YC30695",
      "title": "Channel3主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/channel3",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为开发者提供商品图谱搜索、推荐及电商佣金接口。 按开发者数据/工具移C03，商品及品牌不是医疗等行业应用。1亿商品、5000品牌不等付费客户，API费用与转付开发者佣金、未来checkout分别核，不从成交额估ARR。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30731",
      "companyId": "YC30731",
      "title": "Maximal主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/maximal",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为整车承运商连接ERP和沟通资料并优化货载计划。 保留物流规划，未来自主移动全球货物不等已拥有运输资产或自主车辆。客户每英里收入及前Amazon优化经历不归平台收入，实际求解质量和合同未核。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30741",
      "companyId": "YC30741",
      "title": "F4 Industries主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/f4-industries",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "本地分析工程图纸几何公差、叠加和生产检查报告。 保留工程软件作为目录对照，现核心图纸分析明确不使用AI，不能认定当前AI主营已确认。旧自动检查与现确定性分析分期，原发现保留；注册认证、生产就绪及收入未独立核，前Tesla产量不是本公司规模。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30743",
      "companyId": "YC30743",
      "title": "Opennote主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/opennote",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "历史提供内嵌AI写作、知识及学习助手的个人笔记本。 移个人应用并标历史状态；官网称2026-05-06宣布被Reducto收购，Opennote应用已下线。YC旧笔记描述不是当前可用产品，未披露交易额或收入，不把买方业务和营收并入。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30774",
      "companyId": "YC30774",
      "title": "CLODO主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/clodo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为获客、招聘及营销查找企业和相关人员。 按当前GTM发布和人员发现移客户收入运营，兼招聘用途不代表垂直行业。Fortune500及众多行业采用未独立核，搜索示例中百万年数据支出为买家条件，非CLODO收入。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30791",
      "companyId": "YC30791",
      "title": "Spotlight Realty主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/spotlight-realty",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为住宅业主挂牌营销并以AI筛选租户及安排看房。 保留经纪专业服务，三分之一佣金是报价主张而非实际毛利。人工代理会议仍属交付，租金、房产和成交总额不当净收入，执照及合同未核。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30835",
      "companyId": "YC30835",
      "title": "Brickanta主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/brickanta",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为建筑企业提供项目分析、估算、投标、采购和风险代理。 保留建筑软件，800万融资不是收入，创始人自2018从业不当公司成立年。政府行业返工估计及代理数量不作本公司规模，现采用、性能与合同未独立核。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-CAT-YC30856",
      "companyId": "YC30856",
      "title": "Scoop主营及原标签复核",
      "url": "https://www.ycombinator.com/companies/scoop",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为药企整理研究报告并准备IND及临床试验申报文档。 保留医药申报；每项节省10万CRO费和提前数月为厂商主张，非收入或监管批准。未核专业责任、申报准确、实际获批和收款，试验患者尚未治疗不当临床成效。",
      "limitation": "仅公开资料，原标签不能独自证明当前AI作用；客户AUM/节省、旧雇主业绩、示例金额、报价和融资不作本公司收入，实际能力及资格未独立核。"
    },
    {
      "id": "INDUSTRY9-F4-HOME",
      "companyId": "YC30741",
      "title": "F4确定性分析及AI相关性",
      "url": "https://f4.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网明确图纸验证不使用AI，本地分析PDF/STEP，提供Review、Pro、Enterprise，企业含培训和现场服务。",
      "limitation": "当前主要分析非AI；保留原目录发现作对照，其他AI实际作用缺项，不作已确认AI主营样本。徽标资质、标准覆盖及效果未独立核。"
    },
    {
      "id": "INDUSTRY9-OPENNOTE-HOME",
      "companyId": "YC30743",
      "title": "Opennote收购与下线",
      "url": "https://www.opennote.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称2026-05-06宣布被Reducto收购，产品已sunset且应用不再可用，学习转入买方文档智能。",
      "limitation": "官网当前公告支持状态变化，未核交割文件或金额；不把历史产品当仍可购买，不继承买方营收。"
    },
    {
      "id": "INDUSTRY9-OPENNOTE-ANNOUNCE",
      "companyId": "YC30743",
      "title": "Opennote原始收购公告入口",
      "url": "https://www.opennote.com/blog/reducto",
      "publishedAt": "2026-05-06",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网链接2026-05-06团队公告，标题为被Reducto收购；可读文本未给更多交易条款。",
      "limitation": "标题与日期不证明收购价格或收入，正文读取范围有限，主体并表日期及用户迁移待核。"
    },
    {
      "id": "INDUSTRY9-CHANNEL-HOME",
      "companyId": "YC30695",
      "title": "Channel3开发者及品牌接口",
      "url": "https://trychannel3.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网主要供Agent搜索和推荐商品，列开发者API、品牌与企业入口；首页checkout仍标soon。",
      "limitation": "商品、品牌及行业规模非平台收入，开发者接口与品牌推广分开，实际交易、收费及checkout状态待核。"
    },
    {
      "id": "INDUSTRY9-CHANNEL-PRICE",
      "companyId": "YC30695",
      "title": "Channel3按用量收费",
      "url": "https://channel3.ai/docs/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "文档列每月1000免费credits、额外原文$0.007/credit；搜索常为1credit，对话还计搜索用量，部分数据接口免费。",
      "limitation": "费率不等实收MRR，币种及批量合同待核；开发者佣金和API用量非同一项，不用免费额度推收入。"
    },
    {
      "id": "INDUSTRY9-CHANNEL-COMMISSION-ACCESS",
      "companyId": "YC30695",
      "title": "Channel3佣金入口访问缺项",
      "url": "https://trychannel3.com/dashboard/brands",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网Commissions导航本轮跳转登录页，未取得该入口结算规则。",
      "limitation": "未登录或调用认证API；不能从佣金存在推平台抽成、开发者净收入或收入确认。"
    },
    {
      "id": "INDUSTRY9-NEXA-HOME",
      "companyId": "YC30673",
      "title": "Nexa传感器、耳标与牛群软件",
      "url": "https://nexa.farm/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网仍有试点入口，描述皮下芯片、供能耳标及中心基站配合牛群管理软件。",
      "limitation": "未取得当前收购后供货状态、安装和兽医安全证据；USDA、疾病与繁殖效果为自述，硬件加软件成本待核。"
    },
    {
      "id": "INDUSTRY9-SIEVE-HOME",
      "companyId": "YC30552",
      "title": "sieve人工验证及金融数字边界",
      "url": "https://www.usesieve.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网描述AI提取后专家和共识审核，承认人工增加延迟；千亿以上AUM属客户，Acme收入/利润是产品演示。",
      "limitation": "没有实际工时、独立准确率或财务底账，不能据human quality推保证正确或纯软件毛利；演示和客户资产排除营收。"
    },
    {
      "id": "INDUSTRY9-SERAFIS-HOME",
      "companyId": "YC30413",
      "title": "Serafis专业研究与客户资产",
      "url": "https://www.serafis.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网当前侧重私募研究图谱，终端/API/MCP/仓库交付并存；列700亿客户AUM及自有播客覆盖基准。",
      "limitation": "基准仅厂商加权资料覆盖而非整体模型能力，未独立复测，客户资产和文本数不作收入。"
    },
    {
      "id": "INDUSTRY9-FREKIL-HOME",
      "companyId": "YC30399",
      "title": "Frekil现RWE流程及人审",
      "url": "https://www.frekil.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网从研究设计到统计代码执行和报告，称患者数据不离沙盒、AI写代码，研究专家控制每步。",
      "limitation": "未测试隔离、统计偏差控制或临床效果；与旧影像标注分期，示例统计结果和用户引语不当已核研究或收入。"
    },
    {
      "id": "INDUSTRY9-CHESTNUT-ACCESS",
      "companyId": "YC30384",
      "title": "Chestnut官网访问缺项",
      "url": "https://chestnutmortgage.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前网页工具对官网返回403，未取得官网正文。",
      "limitation": "不绕过访问限制；YC牌照、自营贷款与前创业经历未取得独立登记核验，定价及现合同留缺。"
    },
    {
      "id": "INDUSTRY9-RALO-HOME",
      "companyId": "YC30426",
      "title": "Ralo佣金及条件示例",
      "url": "https://www.ralo.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网说明经纪非银行，由贷款方成交后补偿，持牌人员协助；利率示例附50万本金、LTV和FICO等条件，列1250发起费。",
      "limitation": "不核算或推荐贷款；示例费用和客户节省不作公司MRR，条件、费用归属及实际佣金率未核，NMLS仅官网自述。"
    },
    {
      "id": "INDUSTRY9-CLAIM-HOME",
      "companyId": "YC30429",
      "title": "Claim Health当前护理连续性平台",
      "url": "https://www.claimhealth.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网覆盖转诊、授权、持续资格检查、账单及护理连续性，440万种子融资为公告。",
      "limitation": "融资、诊所收款及页面病人/授权演示不是公司收入，未核SOC/HIPAA报告、实际拒赔率或完整付费交付。"
    },
    {
      "id": "INDUSTRY10-CAT-YC30865",
      "companyId": "YC30865",
      "title": "Lunavo当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/lunavo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "接入货运承运商系统，处理订单、状态更新及运营异常。 保留运输专业应用；自述按反馈改进和自主解决问题未实测，人工处理重要判断仍属交付。司机延误例子不是实际客户记录，货物、运费和客户增收非平台收入。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC30868",
      "companyId": "YC30868",
      "title": "Norra当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/norra",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为护理机构盘点床、轮椅和制氧机并跟踪设备生命周期。 保留护理设备运营，不认定销售自有医疗器械。70%租费下降及10万以上年度节省是首客户及预测自述，未核实际账单，不作Norra收入或已实现毛利。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC30869",
      "companyId": "YC30869",
      "title": "Kaigo Health当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/kaigo-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以适老电话代理、远程监测及团队反馈协助门诊持续护理。 保留专业护理，最终反馈真人团队而非全替代临床。声学生物标记、预防效果及报销资格未独立核，创始人旧机器人论文不等当前临床产品评测。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC30873",
      "companyId": "YC30873",
      "title": "Tell if AI当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/tell-if-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为品牌运行内容创作、发布、互动及获客的AI营销代理服务。 移客户收入运营；YC手机代理和首家远程诊所分成与官网私测AI工作室定位分别记录。真实账户操作及转化未运行核，内容产量和客户收入不当自身收入，分成合同未知。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC30886",
      "companyId": "YC30886",
      "title": "Clerked当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/clerked",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "通过现有财务系统及聊天入口处理应付账款和支出分析。 移企业通用财务，旧Mod AI与现Clerked名称分期。应付款和代付资金非软件收入，自主付款、现金流建议及账簿准确性未核，授权和收费未知。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC30888",
      "companyId": "YC30888",
      "title": "Lakonia当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/lakonia",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "转录和分析无线电沟通，辅助执法与军事态势协调。 保留专业指挥信息应用，现转录整合与未来无人机/视觉/翻译路线分开。未核实时准确、安全权限或付费，不把态势汇总当自主行动或人员决策已替代。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC30900",
      "companyId": "YC30900",
      "title": "LogosGuard当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/logosguard",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在AI提示发送前检测并替换敏感信息，提供企业策略与审计。 移跨行业企业隐私，兼个人免费入口。个人版自述本机处理不能扩展到企业版，企业可在云租户/VPC处理。HIPAA及不泄露保证未独立核，误检漏检、权限和实际费用待核。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC30915",
      "companyId": "YC30915",
      "title": "FinalDose当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/finaldose",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "研发按DNA靶标识别并触发细胞清除的可编程药物。 保留医药研发，但AI具体作用未在所读主营中充分说明，不把可编程分子等同AI软件。治愈所有癌症、零研发成本及健康细胞不受损为主张，未见临床验证或批准；此前融资不归当前营收。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC30936",
      "companyId": "YC30936",
      "title": "Patent Watch当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/patent-watch",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "检索专利、竞品和现有技术并整理侵权对照及无效分析。 保留法律专利应用；软件标记不等法院认定侵权，十分钟变现为宣传。单专利5万维护成本及巨大组合成本是行业背景，不作Patent Watch收入，准确性及法律责任未核。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC30949",
      "companyId": "YC30949",
      "title": "Crunched当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/crunched",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在Excel内检查工作簿、构建模型并连接来源数据。 移企业通用工作，咨询和投资客户不等金融执业。六国使用及亿级Excel总体用户非付费客户数，旧项目预测翻倍为错误案例而非收入增长，公式准确和实际合同未核。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC30981",
      "companyId": "YC30981",
      "title": "Freeport Markets当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/freeport-markets",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为个人整合市场信息、交易想法和加密等资产交易入口。 移个人应用，旧DeFi管理与现跨资产交易分期。无管理费不等没有其他费用，手续费、资产本金和投资收益非订阅ARR；许可、托管、真实成交及收益未核，未连接钱包。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC30982",
      "companyId": "YC30982",
      "title": "Boom AI当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/boom-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "用多渠道主动对话挽回流失用户并促进复购。 移客户收入运营，旧电商增长与现多行业挽回分期。前五销售渠道、千倍触达及流失比例均为自述/背景，不作公司收入或实际增量归因，合同和人力待核。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC30996",
      "companyId": "YC30996",
      "title": "Axial当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/axial",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为几何计算、物理模拟及制造提供GPU计算内核。 按当前工程内核保留专业软件；旧碳纤维制造单元与现软件分期，不能当仍交付原实物或销售通用AI算力。当前AI具体作用未确认，传统模具/设备价不是公司收入或现产品定价，官网不可读。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC31007",
      "companyId": "YC31007",
      "title": "Zarna当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/zarna",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为私募中型市场BD团队管理CRM、寻找机会并准备会面资料。 按当前BD获客及CRM移客户收入运营，非资产管理基金本身。创始人此前嵌入200亿私募机构是客户资产背景，不作Zarna收入，尽调及组合管理旧经历与现交付分开。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC31076",
      "companyId": "YC31076",
      "title": "Imperfect当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/imperfect",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为跑步、骑行及铁三个人用户动态调整训练、恢复和营养。 移个人健康运动应用，不据医疗/健康标签归机构服务。适应性、成绩和营养效果未独立核，不能当医疗建议或临床验证，实际套餐和付费未知。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC31130",
      "companyId": "YC31130",
      "title": "AutoSitu当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/autositu",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为城市和建筑工程团队分析开发计划、规范及项目风险。 保留建筑专业规划，人员负责关键决定。10万至40万避免持有成本及设计费毛利是客户潜在价值，非AutoSitu收入；规范判断、审批加速和旧雇主成本下降未独立核。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC31243",
      "companyId": "YC31243",
      "title": "Foreman当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/foreman",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为承包商管理算量、估价、提案、客户和施工项目文档。 保留建筑全流程；附载Scout Out旧发布与现Foreman分期，改名链及合同主体待核。可编辑报价由承包商批准，创始人前咨询25万收入不归当前平台，软件不等实际承包施工。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC31246",
      "companyId": "YC31246",
      "title": "Inth当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/inth",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在代码、PR和网站中检查隐私变更并提供同意管理及证据。 按产品代码审核/修复移软件开发，非律师服务。c15t下载量不等独立客户或付费，旧cookie库与现Agent/代码审计分期。CookieBench由同团队维护，不当独立效果；用户律师作法律判断。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC31261",
      "companyId": "YC31261",
      "title": "Control Seat当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/control-seat",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以传感器及既有设备数据提供机器状态监测、维护诊断和部署支持。 移实体工业监测；旧软件栈/工业集成与官网现预测维护分期，不据runs factories认定无人控制。传感硬件、安装和首读复核是交付成本，停机ROI和预防效果未独立核。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-CAT-YC31304",
      "companyId": "YC31304",
      "title": "Litmus当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/litmus-hiring",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "按企业上下文生成技术招聘任务并评估候选人的过程和输出。 移企业招聘；这是评估人而非模型通用基准。历史6万ARR与3000多次评测分别保存，评测数非付费客户，当前自定合同和现场设置成本未拆；评分准确、公平及防作弊未独立核。",
      "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。"
    },
    {
      "id": "INDUSTRY10-LITMUS-HOME",
      "companyId": "YC31304",
      "title": "Litmus当前评测与定制收费",
      "url": "https://litmushiring.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网以真实上下文生成异步编程任务，列沙盒运行、确定性测试及LLM定性评分，按招聘需求和量签定制合同。",
      "limitation": "未执行任务、安装CLI或核评分和用工效果；演示代码和24/24测试不当独立技术评测，价格及实际收入确认未核。"
    },
    {
      "id": "INDUSTRY10-AXIAL-ACCESS",
      "companyId": "YC30996",
      "title": "Axial当前官网缺项",
      "url": "https://axialcompute.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具无法读取当前官网，现GPU工程内核定位据YC描述。",
      "limitation": "旧制造单元的物理性能和成本不推为当前软件交付；AI实际作用、许可及客户待核，不把不可读当停业。"
    },
    {
      "id": "INDUSTRY10-LOGOS-HOME",
      "companyId": "YC30900",
      "title": "LogosGuard个人本机扩展",
      "url": "https://logosguard.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网个人入口称提示信息在本机浏览器替换，无账户、服务器或注册，另有企业入口。",
      "limitation": "未安装或测试，无服务器只针对该个人方案，不能替代企业部署的数据流；免费不等公司零收入。"
    },
    {
      "id": "INDUSTRY10-LOGOS-ENTERPRISE",
      "companyId": "YC30900",
      "title": "LogosGuard企业云与VPC范围",
      "url": "https://logosguard.com/enterprise",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "企业页描述浏览器/桌面流量在LogosGuard云租户或自托管VPC脱敏，另有私有LLM部署。",
      "limitation": "不能把个人版本机不上传延伸至企业版；未核数据日志、策略与实际部署，HIPAA标识不当已取得审计。"
    },
    {
      "id": "INDUSTRY10-TELL-HOME",
      "companyId": "YC30873",
      "title": "Tell If当前私测内容工作室",
      "url": "https://tellif.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称私测中的applied AI studio，构建并交付品牌内容系统，列创始人研究背景。",
      "limitation": "私人测试不等已规模化服务；研究资历和引用数不是公司能力测试，YC收入分成未取得真实结算或合同。"
    },
    {
      "id": "INDUSTRY10-INTH-HOME",
      "companyId": "YC31246",
      "title": "Inth当前代码/网站隐私审核",
      "url": "https://inth.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网同时提供同意横幅、Agent、网站与PR代码审计，法律决定留给律师；CookieBench明确由Inth团队维护。",
      "limitation": "法律模板和来源不等保证全球合规，同团队厂商速度报告不是独立测试；未运行代码审计或读取源码。"
    },
    {
      "id": "INDUSTRY10-INTH-PRICE",
      "companyId": "YC31246",
      "title": "Inth订阅、会话及AI用量",
      "url": "https://inth.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "月费原文36/124/624，另有免费及企业；超额会话和AI credits分开计，1credit原文0.10，BYOC为单独许可。",
      "limitation": "套餐不等实收收入，币种和实际客户组合未核。AI审计频率可能增加用量支出，不能仅用基础月费估ARPA或毛利，未申请NDA报告。"
    },
    {
      "id": "INDUSTRY10-CONTROL-HOME",
      "companyId": "YC31261",
      "title": "Control Seat传感器和预测维护",
      "url": "https://www.controlseat.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网提供振动、超声、温度传感器或既有PLC数据，协助安装、设置和首批读数审阅，团队据诊断安排维护。",
      "limitation": "未核传感性能、现场安装和节省；预测维护不同于无人接管控制，旧工业集成发布另列。"
    },
    {
      "id": "INDUSTRY10-CONTROL-PRICE",
      "companyId": "YC31261",
      "title": "Control Seat一次和持续成本",
      "url": "https://www.controlseat.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "报价围绕传感器、连接、软件和部署支持，并明确分开一次费用与经常费用，没有统一公开金额。",
      "limitation": "硬件、安装、支持及持续软件成本待实际报价，价保和ROI工具不等实际费用或已实现节省，更不作SaaS ARR。"
    },
    {
      "id": "INDUSTRY10-FINALDOSE-HOME",
      "companyId": "YC30915",
      "title": "FinalDose官网信息范围",
      "url": "https://www.finaldose.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网仅简述DNA定位及可编程癌症治疗架构并提供白皮书入口。",
      "limitation": "本轮未读白皮书、实验数据或核临床批准；不把治愈表述当临床事实，当前AI具体作用仍缺，不凭.ai域名证明。"
    },
    {
      "id": "INDUSTRY10-LITMUS-LAUNCH",
      "companyId": "YC31304",
      "title": "Litmus历史ARR原始自述",
      "url": "https://www.ycombinator.com/launches/RJe-litmus-the-industry-s-most-accurate-engineering-interview",
      "publishedAt": "2026-07-09",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "发布称已评估3000多次assessment，原文$60k ARR。",
      "limitation": "发布日非精确财务截至日，正文可更新；币种、经常性、合同覆盖及实际收款未核，评测量不等付费客户。"
    },
    {
      "id": "INDUSTRY11-CAT-YC31363",
      "companyId": "YC31363",
      "title": "Saffron当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/saffron",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以真实代码库和AI辅助编程过程评估工程师候选人。 评估对象是人而非基础模型，移企业通用工作；创始人研究履历不当当前产品独立评测，评分公平与防作弊、实际付费未核。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC31374",
      "companyId": "YC31374",
      "title": "Tenet Industries当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/tenet-industries",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "建设采用AI及机器人的电子制造与PCB组装工厂。 移实体制造，目录称正在慕尼黑建厂，不认定已建成或实现即时量产；加工订单不等软件订阅，设备利用率、合同及交付能力未核。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC31440",
      "companyId": "YC31440",
      "title": "AGI Deploy Co当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/agi-deploy-co",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "自述以通用智能重建关键行业公司，当前具体交付待核。 短简介暂留行业专业，不能仅因AGI命名归基础模型。附载Mount保险发布与现AGI Deploy Co的改名/业务链未核，旧媒体40万收入不归当前公司；官网读取缺项。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC31461",
      "companyId": "YC31461",
      "title": "Collar当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/collar",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "协助上市公司准备业绩会、投资者沟通及后续经营工作。 保留专业IR而非面向个人投资者或通用CRM。引用与提词、经营优化未实测；节省时间及利润最大化宣传不是公司收入。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC31490",
      "companyId": "YC31490",
      "title": "Nxtcure Labs当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/nxtcure-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供AI辅助药物研发CRO服务，并开发癌症患者移动平台。 主交付按CRO保留行业，患者应用另列而不重复增公司。所谓从发现到上市不证明临床有效或取得批准；目录团队为0保留原值，不推没有人员。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC31520",
      "companyId": "YC31520",
      "title": "Kinect当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/kinect",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为DTC品牌提供对话导购、动态页面及面向购物代理的品牌资料。 移客户收入运营；11家live客户不直接等11家付费，80%新访客对话和客户销售不当Kinect营收，品牌数据接口不使全公司成为通用Agent设施。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC31858",
      "companyId": "YC31858",
      "title": "Torus当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/torus",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为工程公司和设施业主生成工程包、图纸等多专业设计材料。 保留工程软件而非直接承建电厂。Fortune 500采用不等付费金额，前线工程师仍属成本；创始人Heimdal及Orion融资不归Torus收入。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC32122",
      "companyId": "YC32122",
      "title": "Donkey当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/donkey",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以自营贸易主体承接进口货物报价、采购、验货及交付。 移实体交付；买家向Donkey购买货物而非购买采购软件。锁价后成本变化由其承担，AI寻源与确定性定价分开；货款、毛利和经常性软件收入不可互换。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC32189",
      "companyId": "YC32189",
      "title": "Verdant当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/verdant",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为地方政府审核许可申请、检查材料并生成后续报告。 保留政务应用；200多申请与4州4付费部署分别记录，不猜合同金额。110亿年度政府行业支出不作公司收入，AI错误及正式审批仍待核。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC32194",
      "companyId": "YC32194",
      "title": "GUILD当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/guild",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "承接政府航空航天零件合同并组织制造及交付。 按实际零件交付移实体产业，不当软件席位或获客平台。自述赢合同不等已确认收入，制造自动化程度、产能和实际订单未独立核。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC32222",
      "companyId": "YC32222",
      "title": "Audun当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/audun",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以AI及人工专员提供催收沟通、分期安排和后台文书服务。 保留专业催收，非普通营销呼叫。最多90%案件自动化只是厂商自述；争议和人工请求转专员。债权余额、代收回款和自有收费分开，牌照及收费未核。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC32286",
      "companyId": "YC32286",
      "title": "Definite当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/definite",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "只读整合ERP、账簿、薪酬及支付资料供财务分析和代理使用。 按现通用财务移C05；旧银行监管报告定位分期。模型提出映射，确定性规则计算并由人审批；官网示例余额/收入不是公司财务，未写回或移动资金为自述未实测。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC32352",
      "companyId": "YC32352",
      "title": "Veltha当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/veltha",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "辅助理赔全案审核与人工签批；近期发布另称工伤TPA端到端服务。 保留行业理赔。10月7日TPA发布与现官网多险种AI adjuster定位并列，不能断言只卖软件或已完全转型。持牌理算师签批是自述；演示赔款和希望引荐的大公司不是实际收入或客户。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC32617",
      "companyId": "YC32617",
      "title": "Whitespace当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/whitespace",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为批发分销商处理库存预测、客户服务和ERP订单工作。 保留行业全流程，不只按客服移获客运营。官网/发布自述自我改进非独立验证，人类审核异常和更正仍在；60万亿市场、客户订单行数、创始人旧公司ARR不归当前收入。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC32682",
      "companyId": "YC32682",
      "title": "LATO当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/lato",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为投资机构及企业研究投资假设并进行市场研究和模拟。 保留专业投资研究；客户基金管理4000亿以上资产不是LATO收入，行业单次50万尽调成本不当自身价目或ARR，专家来源及报告质量未独立核。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC32985",
      "companyId": "YC32985",
      "title": "Lumeria当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/lumeria",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供手机夹式多光谱皮肤扫描硬件及长期追踪软件。 移实体硬件，个人应用为配套。8月199预售价和后续329计划不当现价、实收或MRR，9—10月计划发货不证明已交付；创始人内容观看量不是付费数或临床验证。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC33023",
      "companyId": "YC33023",
      "title": "Levocred AI当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/levocred-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为信贷团队连接贷款资料并处理监控、合规和承保后台。 保留金融专业应用；约10亿应收款流经平台是客户资产/业务规模，非Levocred收入或自有贷款。创始人旧2亿资产组合及信贷额度不归当前公司。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC33283",
      "companyId": "YC33283",
      "title": "Locke当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/locke",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "结合内部政策专家及AI系统提供政府事务和政府销售专业服务。 保留专业服务而非通用销售平台。原文年化收入运行率超过50万不等ARR；官网人员审核和建立关系仍属交付，政府10万亿预算不是公司收入，财务截至日和币种未核。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC33317",
      "companyId": "YC33317",
      "title": "Wondering当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/wondering",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将个人学习主题转为短课、视觉内容、播客及互动练习。 移个人应用而非学校专业采购；免费入门不等全部业务免费或零收入，个性化与记忆效果未独立测试，实际付费待核。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC34862",
      "companyId": "YC34862",
      "title": "Saccade当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/saccade",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在诊所通过VR眼动任务、附件及ML模型提供认知风险评估。 按诊所检测交付保留行业，不当通用消费VR或已验证基础模型。提前15年、早期干预等只是公司主张，专利申请不等性能或审批，其他药品批准不证明该测试获批。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC35128",
      "companyId": "YC35128",
      "title": "Talos当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/talos-us",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以监测设备及异常模型诊断变压器等电力设施并建议维护。 移实体监测，不从预测维护推自主控制电网。故障定位、预防损失和模型准确性未独立验证，行业停电损失不作公司收入。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC35190",
      "companyId": "YC35190",
      "title": "Lantern AI当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/lantern-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为企业整合人才检索、申请审核、AI面试和招聘分析。 移企业通用招聘；People API是另一个产品入口，不把整个公司归通用基础设施。十亿专业人员图谱不是用户数或自研基础模型证明，创始人旧200万销售及曝光不当当前收入。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC35266",
      "companyId": "YC35266",
      "title": "TrueMile当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/truemile",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以自有车队和真人司机承运货物，AI辅助规划、找货及调度。 移实体运输，每票货和运价由人批准；无人卡车是未来计划。创始人家族运输700万以上历史收入与工具衍生TrueMile分开，法人/资产延续待核，不把全部旧运费转成新公司ARR。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC35322",
      "companyId": "YC35322",
      "title": "Helios Intelligence当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/helios-intelligence",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "开发居家分子检测并整合生物标记、可穿戴与健康记录。 按检测服务保留行业；1000标记性能、检测资格和风险准确性未独立核。人类生物学世界模型是发展目标，不认定已有通用模型、已获医疗批准或已实现模拟效果。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC36015",
      "companyId": "YC36015",
      "title": "Ignition Benefits当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/ignition-benefits",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为中小雇主提供健康福利经纪、续保及投保管理服务。 保留专业经纪，不能按员工管理软件推席位收入。公司发布称由保险方支付，雇主无费不等没有公司收入；Plated旧400万多付福利和官网客户节省非Ignition收入。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC36181",
      "companyId": "YC36181",
      "title": "Archangel Health当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/archangel-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为医疗AI后训练和评估提供EHR环境、医生核验数据及基准。 移模型训练设施，非直接诊疗或患者检测。去标识及医生核验是自述未独立审计，现采用不等合同金额；开源后训练是进一步方向，未验证临床安全或数据权利。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC36576",
      "companyId": "YC36576",
      "title": "Sutrix当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/sutrix",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在研究团队环境内整合病历和设备资料形成临床研究数据集。 保留医疗研究应用，当前交付非通用模型训练数据。10家以上机构付费采用不等10家公司ARR可估；80%节省未独立核，模糊案例人工复核，旧HSS700团队及Kairo退出不归Sutrix采用或营收。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-CAT-YC36940",
      "companyId": "YC36940",
      "title": "Quippy当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/quippy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为个人提供日常社交情境对话练习和逐句反馈。 移个人应用，非企业销售训练或已验证心理治疗。自适应课程和稳定改善是产品主张，未独立测效果，实际付费和留存仍缺。",
      "limitation": "机构页面及附载发布是公司自述，可后续编辑；年份、团队、收入和能力非独立核验，不把资金/资产、旧公司、行业数字、报价或采用数当自身ARR。"
    },
    {
      "id": "INDUSTRY11-LOCKE-HOME",
      "companyId": "YC33283",
      "title": "Locke当前专业人员与内部AI交付",
      "url": "https://locke.inc/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "内部政策人员和游说专家审核AI输出并开展关系工作；现列游说及政府销售，公共事务和监管合规标coming soon。页脚为Justinian AI, Inc.。",
      "limitation": "没有读取注册、合同或收费明细，不把内部软件当独立SaaS；页脚名称不证明注册日期，发展方向不当已交付。"
    },
    {
      "id": "INDUSTRY11-TRUEMILE-HOME",
      "companyId": "YC35266",
      "title": "TrueMile当前人车运营与审批",
      "url": "https://truemile.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网以自有卡车及真人司机承运，数学优化规划、AI执行；人员审核每票货并签运价，有司机招聘和owner-operator合作入口。",
      "limitation": "未核车队权属、运力、运输资质或实际成本；家族业务转型链未清，当前收入不由创始人旧运费继承。"
    },
    {
      "id": "INDUSTRY11-DEFINITE-HOME",
      "companyId": "YC32286",
      "title": "Definite现通用财务模型及演示边界",
      "url": "https://www.usedefinite.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称只读整合财务系统，客户配置规则决定处置；模型提议，确定性计算和人工审核。提供托管、客户云/VPC、本地与隔离部署。",
      "limitation": "示例余额、收入及费用明确为illustrative，不是公司财务。定制映射和缺失连接开发是实施工作，未验证权限、准确性、收费或运行产品。"
    },
    {
      "id": "INDUSTRY11-AGI-ACCESS",
      "companyId": "YC31440",
      "title": "AGI Deploy Co当前官网缺项",
      "url": "https://agideploy.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具未取得官网正文，当前关键行业重建定位仅据短YC简介。",
      "limitation": "不可读不代表停业；未核与Mount改名、收购、承保资格、当前产品或收费，不从旧发布推定当前交付。"
    },
    {
      "id": "INDUSTRY11-VELTHA-HOME",
      "companyId": "YC32352",
      "title": "Veltha现官网理赔软件与TPA发布差异",
      "url": "https://veltha.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网现称多险种AI adjuster，由用户理算师审核签批，展示样例农险赔付27355.03；页脚Veltha Inc.。",
      "limitation": "样例赔付不是公司收入或实际客户回款。现网站和近期TPA发布交付范围不同，是否双线、转型、合同收费及持牌人员责任待核，未运行处理真实理赔。"
    },
    {
      "id": "INDUSTRY11-AUDUN-HOME",
      "companyId": "YC32222",
      "title": "Audun人工接管及催收服务",
      "url": "https://audun.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网描述分析余额及历史资料、协商支付，争议及请求人工帮助的情形交给案件专员，页脚Audun Inc.。",
      "limitation": "未核债权人合同、佣金费率、牌照或实际回收，借款人余额和代收支付不是本公司营收。"
    },
    {
      "id": "INDUSTRY11-IGNITION-HOME",
      "companyId": "YC36015",
      "title": "Ignition持牌专家与客户费用边界",
      "url": "https://www.ignitionbenefits.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称AI福利经纪和持牌专家协作，雇主无直接费用；列客户年度节省案例156914和113115。",
      "limitation": "未核持牌登记、保险方佣金、实际理赔和续费。客户节省为公司转述，不能记自身收入，雇主免费不等零营收。"
    },
    {
      "id": "INDUSTRY11-DONKEY-HOME",
      "companyId": "YC32122",
      "title": "Donkey货物买卖主体与锁价责任",
      "url": "https://donkey.trade/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网示例由Donkey Trade Inc.作为卖方签货物销售确认，货值、运费和关税列项，签后成本变化自行承担，员工在厂验货。",
      "limitation": "示例51318.92到岸报价和复购宣传不是已确认收入。精确注册、存货权属、总额/净额会计、退款和贸易毛利未核，不能视SaaS。"
    },
    {
      "id": "INDUSTRY11-LOCKE-LAUNCH",
      "companyId": "YC33283",
      "title": "Locke历史年化收入运行率原文",
      "url": "https://www.ycombinator.com/launches/SSp-locke-the-first-ai-government-affairs-firm",
      "publishedAt": "2026-08-06",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "发布自述静默上线六周后超过原文$500K annual revenue run-rate。",
      "limitation": "不是ARR表述；币种、精确财务日、确认、回款和服务经常性未核，不能用发布日或访问日替代财务日。"
    },
    {
      "id": "INDUSTRY11-TRUEMILE-LAUNCH",
      "companyId": "YC35266",
      "title": "TrueMile运营沿革及人工审批",
      "url": "https://www.ycombinator.com/launches/Waf-truemile-the-ai-native-trucking-company",
      "publishedAt": "2026-10-28",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "自述家族运输业务起家、以自有车队启动；每票货由人批准，四个月每英里收入及里程相对行业的表现为自述。",
      "limitation": "17%/8%每英里提升及10%里程增加不是收入总额或独立实测；旧业务实体延续和当前收入缺项。"
    },
    {
      "id": "INDUSTRY11-MOUNT-LAUNCH",
      "companyId": "YC31440",
      "title": "附载Mount保险发布与创始人旧媒体收入",
      "url": "https://www.ycombinator.com/launches/QUI-mount-the-ai-agent-insurance-carrier",
      "publishedAt": "2026-05-22",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-05-22发布AI Agent责任保险扫描、红队及承保愿景；John此前媒体公司原文$400K收入。",
      "limitation": "Mount与现AGI Deploy Co的沿革及承保许可未核，既有媒体收入排除，保险保费不视软件ARR。"
    },
    {
      "id": "INDUSTRY11-VELTHA-TPA",
      "companyId": "YC32352",
      "title": "Veltha十月TPA专业服务发布",
      "url": "https://www.ycombinator.com/launches/U2X-veltha-ai-native-tpa-for-workers-comp",
      "publishedAt": "2026-10-07",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "10月7日自述工伤TPA端到端服务，持牌理算师审核签每个决定；期望引荐多家雇主。",
      "limitation": "未核许可、客户、理赔及收费；期望引荐的Disney等不是已签客户，6小时到10分钟为厂商效果主张，网站定位另列。"
    },
    {
      "id": "INDUSTRY11-IGNITION-LAUNCH",
      "companyId": "YC36015",
      "title": "Ignition付款方原始发布",
      "url": "https://www.ycombinator.com/launches/TzC-ignition-the-ai-native-benefits-broker-for-modern-companies",
      "publishedAt": "2026-10-22",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "发布明确由保险方支付而非雇主；创始人Plated旧福利多付400万以上。",
      "limitation": "没有佣金费率、真实合同金额或财务期间，旧客户多付费用与新经纪收入分开。"
    },
    {
      "id": "INDUSTRY11-LUMERIA-PREORDER",
      "companyId": "YC32985",
      "title": "Lumeria历史预售和计划发货",
      "url": "https://www.ycombinator.com/launches/Sbr-lumeria-what-if-there-was-an-oura-ring-for-skin",
      "publishedAt": "2026-08-12",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "8月12日发布199创始预售价至8月16日、之后329，并计划9—10月发货及含三个月Premium。",
      "limitation": "历史报价、预售与承诺发货不等已收确认收入、实际发货或当前价格，设备和后续软件收入分开。"
    },
    {
      "id": "INDUSTRY11-LEVOCRED-RECEIVABLES",
      "companyId": "YC33023",
      "title": "Levocred平台应收款规模",
      "url": "https://www.ycombinator.com/launches/SZ8-levocred-ai-platform-for-credit-funds-fintechs-and-banks",
      "publishedAt": "2026-08-11",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "发布称约原文$1Bn应收款流经平台；创始人以前管理$200M组合。",
      "limitation": "客户业务/资产规模及创始人旧组合不是公司营收，不能假设佣金率推ARR。"
    },
    {
      "id": "INDUSTRY11-LANTERN-OLD-SALES",
      "companyId": "YC35190",
      "title": "Lantern招聘交付及旧销售归属",
      "url": "https://www.ycombinator.com/launches/WZB-lantern-agentic-recruiting-platform-for-the-future",
      "publishedAt": "2026-10-28",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "发布自述十亿人才图谱和招聘任务，创始人此前创业合计原文$2M销售。",
      "limitation": "人才资料数不是独立用户、付费或自研模型证明；此前企业业绩不能转给Lantern。"
    },
    {
      "id": "MODELTAG-CAT-YC30350",
      "companyId": "YC30350",
      "title": "TrainLoop当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/trainloop",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为开发者采集使用信号、构建奖励及微调模型并提供部署接口。 保留后训练设施；2025发布仍邀alpha，不直接等当前大规模生产。三行SDK和推理可靠性为宣传，旧雇主能力不作该公司独立评测。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC30352",
      "companyId": "YC30352",
      "title": "Monte当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/monte",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以企业工作资料和反馈构建评测、记忆及持续后训练系统。 保留模型专门化供给；Monte官网明确SFT/RL/蒸馏和托管或VPC。嵌入客户团队的研究工作是成本，演示训练曲线不当独立实测或已付费合同。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC30446",
      "companyId": "YC30446",
      "title": "Kirana AI当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/kirana-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "通过门店本地GPU分析视频以发现盗窃、安全和缺货问题。 按零售运营移行业应用，不是通用模型训练平台。POS、订货、定价及任务委派部分是未来计划，家族百年经营不等公司成立或自身财务。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC30462",
      "companyId": "YC30462",
      "title": "Freesolo当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/freesolo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供面向小模型的托管后训练包及全程训练工具。 保留当前模型设施，旧Clado人员研究发布与现Freesolo分期。整次训练前报价不等收入确认或包月ARR，SFT/RL成本优于Tinker只是厂商比较未复现。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC30488",
      "companyId": "YC30488",
      "title": "Theta当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/theta",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将客户真实工作资料和专家数据转为模拟训练环境及专用代理。 据现官网保留模型训练设施；旧记忆层发布与当前环境/驻场方案分开。多任务清单非全部已付费交付，43%及七倍历史效果未独立核。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC30521",
      "companyId": "YC30521",
      "title": "Kairos当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/kairos",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为受监管企业定制并在客户环境内部署专业代理系统。 按企业定制交付移C05，另有Telos经验学习层，不仅凭AI标签当模型厂商。官网99%以上可靠性不直接外推；Telos自述不修改底模权重，基准不是独立测试。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC30620",
      "companyId": "YC30620",
      "title": "Bidflow当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/bidflow",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "读取电气施工图并辅助算量、成本估计和投标。 移行业应用；旧Ghostship QA发布与当前电气估价分期。99%计数准确性未核，客户投标/维修金额非公司收入，创始人16岁旧12万业绩不归当前产品。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC30622",
      "companyId": "YC30622",
      "title": "Liva AI当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/liva-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在内部采集人类语音及视频以供模型训练。 保留数据供给；已向语音模型实验室交付为自述，无金额。完全同意授权、不买第三方和多语言覆盖未独立核，不据social intelligence认定自己已发布基础模型。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC30643",
      "companyId": "YC30643",
      "title": "Nuntius当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/nuntius",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "自述研究让模型遵循规则的对齐问题，具体当前产品待核。 短简介暂留模型设施，官网只有联系入口，未证明训练、评测或安全服务哪一项已交付。bulletproof为愿景而非安全证明，不因官网少字推零收入或停业。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC30652",
      "companyId": "YC30652",
      "title": "OnDeck AI当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/ondeck-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "开发Perception-0视觉模型及企业视频理解系统。 按自有领域模型移C01，企业部署为配套。LVBench领先和始终SOTA为厂商自述，官网链接Vision Index不能据称独立就视为独立验证；旧渔业六位数收入不当当前模型ARR。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC30676",
      "companyId": "YC30676",
      "title": "Stellon Labs当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/stellon-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "研发轻量语音等边缘模型，公开KittenTTS模型及配套代码。 按自有领域模型移C01。旧小于25MB型号与现KittenTTS 2的1.7B模型不同；代码Apache-2.0不自动覆盖权重，当前权重社区许可有条件。公开文件和下载数不是收入或独立质量测试。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC30730",
      "companyId": "YC30730",
      "title": "idler当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/idler",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为模型实验室构建编码等评测任务、训练数据和环境。 保留训练设施；ShelfLife零售数字孪生是授权源，不是idler自营九店收入。30到41.8及p值是自测、完整结果需申请，未当独立评测或收入。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC30851",
      "companyId": "YC30851",
      "title": "Sylvian当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/sylvian",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "自述帮助企业构建专用AI代理，当前具体业务范围待核。 按当前简短主营暂移企业应用。旧发布4500专家与每周10亿tokens是供给产量，非付费数或收入；官网读取超时，未核当前是否仍同时销售训练数据。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC30899",
      "companyId": "YC30899",
      "title": "Sciloop当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/sciloop",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "由数学物理专家制作难题供模型实验室训练及评估。 保留当前专家数据，旧AI科研助手定位分期。自有最难题0—5%分数非独立能力排名，竞赛奖项不证明题目质量、版权或实际收入。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC31181",
      "companyId": "YC31181",
      "title": "Synthetic Sciences当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/synthetic-sciences",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "研发科学验证工具、评测、训练环境及自主科研相关设施。 按当前基础设施定位保留C02，旧科研助手与Flywheel产品另记。92% BixBench为自述未复现，五元免费额度不是实收，科研实验和后训练成本不等同席位SaaS。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC31258",
      "companyId": "YC31258",
      "title": "Dream当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/dream",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供多角度拍摄并记录车辆及设备损伤的AI摄像头系统。 按实物摄像系统移C10，不据VLM标签当模型厂商。识别漏损、维修追回及归责为客户价值，非Dream收入；两位创始人旧模型经历不是现相机测试。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC31277",
      "companyId": "YC31277",
      "title": "Dipole Labs当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/dipole-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "研发AI集群用光路交换设备及随训练/推理调整网络的控制层。 按AI计算设施保留C02，明确硬件不当纯SaaS。亚微秒和25%更多可用算力是目标/自述，十亿年度容量价值不是Dipole收入；正邀设计合作，不等规模出货。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC32198",
      "companyId": "YC32198",
      "title": "Riften当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/riften",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供模型网关路由、评测、私有后训练及编码环境。 保留多线模型供给，不把全部自研为基础模型。已有生产降支出是自述，客户模型账单和原雇主九位数制造业务不归Riften收入；编码环境仍发展中。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC32257",
      "companyId": "YC32257",
      "title": "Spectre Intelligence当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/spectre-intelligence",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以AI代理训练及运行半导体、生物等市场交易策略。 移金融专业经营，不当对外模型训练设施。部署真实资本及赢时数据赚钱不等盈利披露，持仓本金、交易额和投资收益非订阅ARR；Spectre Capital与Intelligence名称关系未核。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC32484",
      "companyId": "YC32484",
      "title": "EdotEnv当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/edotenv",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将市场研究过程制成多步评测及后训练环境。 保留对外环境供给，与Spectre自营交易分开。市场作为自我改进研究任务不证明已实现递归自我改进、实际交易盈利或公司收入。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC32624",
      "companyId": "YC32624",
      "title": "Fabraix当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/fabraix",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为面向客户的AI代理持续实施安全红队与漏洞评测。 按AI应用测试移Agent设施C03，不当训练算力。Nyx/AgentHarm分数与自研ACE均为厂商报告未独立复现，发现大公司漏洞不等这些公司已付费；旧十亿交易及同行七位数项目非自身收入。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC33310",
      "companyId": "YC33310",
      "title": "Petrarch当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/petrarch",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "从企业及破产等业务取得经营数据并转为训练任务与环境。 保留数据供给；已交易图纸、驾驶录像和代码库未给金额。破产法院渠道、合法清理和去标识只是自述，未核原始合同、隐私权及净佣金收入。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC33345",
      "companyId": "YC33345",
      "title": "CueBench当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/cuebench",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为科学推理及性能工程提供专用强化学习环境。 官网补足目录长简介空白，保留训练设施。双摆示例与模型失败80%以上是厂商演示/主张，不当已独立复现或所有模型的结论，未见实收收入。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC33639",
      "companyId": "YC33639",
      "title": "Magma当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/magma",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将企业代理运行日志整理为模型实验室可授权的训练资料及环境。 保留训练数据供给。供应方获收入承诺不是Magma已实现经常性收入，ACME界面余额及本月收益不当自身财务；分成、留存和权限按未读合同留缺。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC33806",
      "companyId": "YC33806",
      "title": "Experiential Labs当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/experiential-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供模型网关、分档调用方案及由客户流量训练专用模型的服务。 保留模型设施；旧仅后训练降本保证与现网关套餐分期。固定月费仅限指定模型与额度，其他模型/超额另计，BYOK上游另收；97%降本与演示月账单非实收营收。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-CAT-YC36741",
      "companyId": "YC36741",
      "title": "Perit.AI当前主营及数字归属",
      "url": "https://www.ycombinator.com/companies/peritai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "目录称提供专家主导数据及RL平台，当前具体产品资料缺项。 保留模型供给暂分类，但YC长简介为空、未有附载发布，官网工具不可读。不把标签当技术实现、专家资历或实际合同证明，无法推收入为零。",
      "limitation": "原始公司自述及目录可更新，不据批次/标签认定技术或收入；历史效果、模型费、客户业务、创始人旧业绩及示例不是当前自身ARR。"
    },
    {
      "id": "MODELTAG-MONTE-HOME",
      "companyId": "YC30352",
      "title": "Monte后训练及嵌入实施",
      "url": "https://trymonte.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网列SFT/RL/蒸馏、评测与记忆，研究人员嵌入客户团队，支持托管计算和客户VPC。",
      "limitation": "演示指标不当独立测试，未读合同或运行CLI，实施/训练/托管费用未拆。"
    },
    {
      "id": "MODELTAG-THETA-HOME",
      "companyId": "YC30488",
      "title": "Theta现训练环境和驻场方案",
      "url": "https://thetasoftware.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以第一方和专家资料创建模拟工作环境，部署专门化代理，含流程梳理与前线实施；页脚Theta Software Inc.。",
      "limitation": "示例任务不证明均已交付；原记忆层发布另列，未核注册、当前价格、客户或训练效果。"
    },
    {
      "id": "MODELTAG-KAIROS-HOME",
      "companyId": "YC30521",
      "title": "Kairos现受监管企业专用代理",
      "url": "https://withkairos.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称客户内部署、专家规则学习及定制系统，另列Telos学习层，页脚Janus AI, Inc.。",
      "limitation": "99%以上可靠性、不外传及模型主权为自述，未核注册或数据流；专业部署、人力及运维费用不等同标准训练API。"
    },
    {
      "id": "MODELTAG-TELOS-REPORT",
      "companyId": "YC30521",
      "title": "Kairos Telos厂商方法与基准范围",
      "url": "https://withkairos.co/research/telos-tau-banking",
      "publishedAt": "2026-07-30",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "7月30日报告描述不改权重的经验记忆层；46个保留测试任务、每任务4次，主比较bm25配置，自述Pass1从0.223到0.277。",
      "limitation": "厂商自测不是独立测试；5.4个百分点与约24%相对提升区分，不能与更强alltools公开榜直接比较，未运行代码/复现，旧模型提升不外推当前产品。"
    },
    {
      "id": "MODELTAG-CUE-HOME",
      "companyId": "YC33345",
      "title": "CueBench科学和性能工程RL环境",
      "url": "https://cuebench.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网列科学推理/性能工程环境及有限观测双摆任务示例，页脚Cuebench, Inc.。",
      "limitation": "失败80%以上等表述是厂商范围不明主张，未验证模型、任务集或公开榜，示例不是已执行测试；未见收入。"
    },
    {
      "id": "MODELTAG-NUNTIUS-HOME",
      "companyId": "YC30643",
      "title": "Nuntius官网信息范围",
      "url": "https://www.nuntius.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前官网只展示品牌、YC标识及联系入口，未说明具体产品或收费。",
      "limitation": "不能据对齐愿景确认已交付训练、安全服务或自有基础模型；保留暂分类和信息缺项。"
    },
    {
      "id": "MODELTAG-SYLVIAN-ACCESS",
      "companyId": "YC30851",
      "title": "Sylvian官网读取缺项",
      "url": "https://sylvian.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网及www入口网页工具均超时，现主营据YC短句，竞赛数据据旧发布。",
      "limitation": "未核当前双线、改名/转型或客户，超时不等停业，旧数据生产量不作当前收入。"
    },
    {
      "id": "MODELTAG-PERIT-ACCESS",
      "companyId": "YC36741",
      "title": "Perit官网读取缺项",
      "url": "https://www.perit.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具未取得官网正文，YC仅有expert-led data and RL platform短简介。",
      "limitation": "没有长简介及附载发布；未核专家团队、训练资料/环境、价格或客户，模型设施为暂分类。"
    },
    {
      "id": "MODELTAG-FREESOLO-HOME",
      "companyId": "YC30462",
      "title": "Freesolo现托管后训练",
      "url": "https://freesolo.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "现官网提供Flash小模型后训练包及训练工具，面向编码代理驱动训练。",
      "limitation": "旧Clado人员检索发布分期；网页样例不证明训练成功或独立性能，未安装或运行。"
    },
    {
      "id": "MODELTAG-ONDECK-HOME",
      "companyId": "YC30652",
      "title": "OnDeck现Perception-0与企业部署",
      "url": "https://www.ondeckai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称Perception-0视觉模型并展示LVBench结果，可云/本地及隔离部署，链接Vision Index和论文。",
      "limitation": "未读论文或独立验证网站来源及分数；不将该链接名称中的independent当已独立核验，SOC2及客户采用仍自述，未读合同/报告。"
    },
    {
      "id": "MODELTAG-STELLON-HOME",
      "companyId": "YC30676",
      "title": "Stellon与KittenML产品关联",
      "url": "https://stellonlabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网说明研发边缘小模型并链接KittenML；YC原始发布直接链接KittenTTS仓库。",
      "limitation": "品牌和产品对应不证明法律登记或商业收入；不同模型大小及用途不能混为同一测试。"
    },
    {
      "id": "MODELTAG-KITTEN-REPO",
      "companyId": "YC30676",
      "title": "KittenTTS公开代码与型号范围",
      "url": "https://github.com/KittenML/KittenTTS",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "README和文件目录可读，列KittenTTS 2及早期轻量系列、商业支持入口，并明确代码许可不延伸到模型权重。",
      "limitation": "未安装、下载权重、执行推理或独立测性能；网页与其他材料可能缓存不同，未固定同一commit，星标不是收入。"
    },
    {
      "id": "MODELTAG-KITTEN-CODE-LICENSE",
      "companyId": "YC30676",
      "title": "KittenTTS代码许可证",
      "url": "https://github.com/KittenML/KittenTTS/blob/main/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "代码仓库LICENSE为Apache License 2.0。",
      "limitation": "只针对该仓库代码；不能由此推所有模型权重或服务无条件免费，不作法律注册或财务证明。"
    },
    {
      "id": "MODELTAG-KITTEN-MODEL",
      "companyId": "YC30676",
      "title": "KittenTTS 2公开模型卡",
      "url": "https://huggingface.co/KittenML/kitten-tts-2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "模型卡描述1.7B语音语言模型及多种权重和解码器，列Stellon Labs Community License。",
      "limitation": "只读取说明，不独立验证质量、实时性、语言覆盖或模型文件可运行，旧25MB模型与现版本分开。"
    },
    {
      "id": "MODELTAG-KITTEN-FILES",
      "companyId": "YC30676",
      "title": "KittenTTS 2公开文件目录",
      "url": "https://huggingface.co/KittenML/kitten-tts-2/tree/main",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "可读lm、decoders、speaker、voices、cpp、config及LICENSE.md目录入口。",
      "limitation": "仅确认文件目录可访问，未下载/检查权重字节、恶意内容或复现模型，不等独立测试。"
    },
    {
      "id": "MODELTAG-KITTEN-WEIGHT-LICENSE",
      "companyId": "YC30676",
      "title": "KittenTTS 2权重社区许可",
      "url": "https://huggingface.co/KittenML/kitten-tts-2/blob/main/LICENSE.md",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "权重协议按营收/融资门槛规定商业使用条件及注册/另取许可，区别代码Apache许可。",
      "limitation": "文件Last Updated 2024不当公司成立日；权重可访问不代表无限制开源/免费商业使用。未核实际许可合同或公司收入，不提供个案法律结论。"
    },
    {
      "id": "MODELTAG-MAGMA-HOME",
      "companyId": "YC33639",
      "title": "Magma数据授权分成与界面示例",
      "url": "https://magmahq.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称把代理交互资料加工许可给AI实验室，供应方按许可收分成，范围及留存由签署协议约定；界面标ACME AI。",
      "limitation": "界面1284余额与14120本月收益不当Magma财务；未取得数据协议、版权/隐私审核或实际分成合同。"
    },
    {
      "id": "MODELTAG-EXPERIENTIAL-HOME",
      "companyId": "YC33806",
      "title": "Experiential现网关和训练双线",
      "url": "https://www.experientiallabs.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "现官网提供模型网关和由流量生成专用模型，展示Acme月账单及模型费用，免费/付费套餐分列。",
      "limitation": "页面展示不证明当前实际用量/收入，旧保证50%降本与当前套餐不是同一费用协议；未核主权权重和客户效果。"
    },
    {
      "id": "MODELTAG-EXPERIENTIAL-PRICE",
      "companyId": "YC33806",
      "title": "Experiential固定月费的范围",
      "url": "https://www.experientiallabs.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "公开Pro20/Max200/Ultra2000月费，指定模型有日/速率上限；非包含模型及超额按额度收费，BYOK由上游结算。",
      "limitation": "月费不是实收收入，unlimited不代表无上限；表格与FAQ速率部分数字不一致，实际条款/生效范围、成本和毛利待核，未付费验证。"
    },
    {
      "id": "MODELTAG-SPECTRE-HOME",
      "companyId": "YC32257",
      "title": "Spectre当前交易业务表述",
      "url": "https://www.spectreintelligence.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "创始人官网文章称正部署资金并从交易学习，说明多策略交易公司的动机。",
      "limitation": "只是业务自述，没有审计持仓或回报；个人历史预测市场倍数不归当前公司收入，未实施或建议任何交易。"
    },
    {
      "id": "MODELTAG-ONDECK-OLD-REV",
      "companyId": "YC30652",
      "title": "OnDeck旧渔业收入自述",
      "url": "https://www.ycombinator.com/launches/OEm-ondeck-ai-analyze-any-video-without-training-a-model",
      "publishedAt": "2025-08-20",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2025-08-20发布回顾一月转型前渔业监控取得six-figure revenue。",
      "limitation": "无准确数、币种、期间及新旧主体归属，不能填100000或当当前视觉模型ARR；旧经营时间和2025目录成立需继续核。"
    },
    {
      "id": "MODELTAG-BIDFLOW-OLD-REV",
      "companyId": "YC30620",
      "title": "Bidflow创始人旧业绩",
      "url": "https://www.ycombinator.com/launches/PDC-bidflow-ai-copilot-for-electrical-estimating",
      "publishedAt": "2026-01-19",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前电气估价发布称CTO16岁时bootstrapped to原文$120K，旧Ghostship帖重复该履历。",
      "limitation": "历史个人/旧业务不重复计为Bidflow收入，不当当前QA或估价产品MRR。"
    },
    {
      "id": "MODELTAG-DIPOLE-CAPACITY",
      "companyId": "YC31277",
      "title": "Dipole潜在算力容量价值",
      "url": "https://www.ycombinator.com/launches/SiE-dipole-labs-shooting-lasers-to-solve-the-billion-dollar-bottleneck-inside-ai-datacenters",
      "publishedAt": "2026-08-13",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "发布估1GW数据中心可额外创造原文$1bn年度算力容量，且仍招设计合作方。",
      "limitation": "潜在客户容量价值不是Dipole收费、已签合同或收入，25%提升尚未独立复现。"
    },
    {
      "id": "MODELTAG-MAGMA-LAUNCH",
      "companyId": "YC33639",
      "title": "Magma供应商收入分成原文",
      "url": "https://www.ycombinator.com/launches/Sk4-magma-ai-labs-will-pay-you-to-learn-from-your-agent-s-mistakes",
      "publishedAt": "2026-08-14",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "发布称日志经许可后供应公司获得收入，read-only/encrypted且共享需批准。",
      "limitation": "供应方收入承诺与Magma平台自身确认收入分开；未见分成比例或实际收付。"
    },
    {
      "id": "MODELTAG-FREESOLO-LAUNCH",
      "companyId": "YC30462",
      "title": "Freesolo整次运行预报价",
      "url": "https://www.ycombinator.com/launches/RJz-freesolo-post-training-built-for-your-agent",
      "publishedAt": "2026-07-13",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "发布称不按训练GPU小时或tokens事后计费，而是事先为整次运行报价。",
      "limitation": "报价不是经常性订阅或实际确认收入，折扣及训练性能比较为自述。"
    },
    {
      "id": "DEVTAG1-CAT-YC30402",
      "companyId": "YC30402",
      "title": "Kashikoi现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/kashikoi",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "模拟真实交互场景以评估AI代理及其行为。 移Agent测试设施；world model是此处模拟引擎描述，不证明已发布自有基础模型。旧Moveworks每天250代理及iPhone覆盖不是Kashikoi采用；官网示例分数不是独立评测。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30431",
      "companyId": "YC30431",
      "title": "Feyn现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/feyn",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为企业审查现有工作流、训练专用模型并持续用新案例改进。 按当前模型供给移C02，旧Chonkie数据切分/接入产品另记。模型归客户、自我改进及成本优势为自述未核；官网无法读取，当前合同、主体及旧业务延续待核。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30432",
      "companyId": "YC30432",
      "title": "HelixDB现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/helixdb",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为RAG及代理整合图关系、向量及文本检索数据。 按上下文数据基础设施移C03，不把数据库当自有模型或代码生成。公开代码、许可与托管方案分开；性能领先1—3数量级未独立复现，星标不是收入。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30449",
      "companyId": "YC30449",
      "title": "Attune现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/attune",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供AI辅助工程的构建、代码评审、代理护栏及历史分析工具。 保留开发类；YC快速构建与现官网多项目定位并列，不能把旧hurry宣传当全部当前产品。仅因加速编译不认定AI实现，官网AI定位及项目另列，未核当前付费或性能。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30468",
      "companyId": "YC30468",
      "title": "Clidey现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/clidey",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将业务数据、实体关系、决策规则和工作流程连接成运营平台。 按现WhoDB移企业通用工作，Clidey旗下开源工具和旧Docucod文档生成分期。ERP截图明确合成演示；客户定价计算/节时不是Clidey收入，真实AI作用和收费仍待核。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30497",
      "companyId": "YC30497",
      "title": "Human Behavior现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/human-behavior",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "分析产品会话、发现故障并由代理准备代码修复及后续工作。 据现官网产品工程闭环保留C04；旧留存分析与现PR/原型/客户联络双线分开。官网示例PR、发票和at-risk金额不作实际案例或自身收入，触达需用户审批为自述未实测。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30539",
      "companyId": "YC30539",
      "title": "mlop现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/mlop",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "跟踪机器学习实验、模型指标及训练版本并协作分析。 按训练支持移C02。官网计算private beta、推理coming soon，不能当完整推理服务已商用；兼容W&B为自述，免费入口和开源不等无收费或零收入。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30545",
      "companyId": "YC30545",
      "title": "StarSling现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/starsling",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供GitHub Actions运行资源和提出CI优化PR的代理。 保留开发验证，非直接替代所有GitHub平台。PR由用户审阅合并，部分代理需付费并申请；公开客户PR存在不证明宣传倍数或合同收入，二百万jobs不是二百万付费客户。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30610",
      "companyId": "YC30610",
      "title": "TraceRoot.AI现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/traceroot-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "分析代理生产故障模式并向编码代理提供上下文及验证修复。 按现代理改进平台移C03；旧通用生产调试产品分期。创始人此前修300故障不是当前客户或产品能力测试，open source自述未在本轮读取仓库。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30638",
      "companyId": "YC30638",
      "title": "Lotas现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/lotas",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "目录当前称从事量化交易，具体产品及经营方式待核。 按现quantitative trading暂移金融行业，旧Rao/RStudio编码助手与当前分开。官网只有联系入口，不能假定自己管理资产、盈利或仍出售IDE；RStudio五百万用户不是Lotas用户。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30651",
      "companyId": "YC30651",
      "title": "Alter现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/alter",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在AI代理工具调用时验证身份、权限及运行策略。 移Agent设施。临时令牌、参数级授权及审计为自述未实测，SOC2/HIPAA/GDPR声明不等已核认证；A2A旧发布标coming soon不当全部现已交付。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30660",
      "companyId": "YC30660",
      "title": "Magnitude现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/magnitude",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在本地硬件调优推理内核并向现有代理提供开放模型运行接口。 移推理设施。Mac/NVIDIA上预填和解码分别自述，平均超过两倍不外推所有芯片/模型；开源免费及本地不上传需实测，未读源码/许可证或运行调优。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30691",
      "companyId": "YC30691",
      "title": "Embedder现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/embedder",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "结合数据手册、代码及客户真实板卡生成、调试和验证固件。 保留开发工具，不因接触硬件就归出售实体设备。自动编译/刷写/仪器测试为厂商描述，未执行；万人开发者不是付费数，平台支持和认证主张未独立核。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30699",
      "companyId": "YC30699",
      "title": "VibeFlow现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/vibeflow",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "按品牌语气制作社媒文图并在用户批准后发布。 按现社媒运营移C06，旧prompt-to-app工作流工具另记。官网明确用户批准再发布，不能按hands-off推无人审核；线索和客户收入不是VibeFlow营收。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30722",
      "companyId": "YC30722",
      "title": "Omnara现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/omnara",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以开放控制平面/API部署和管理有状态代理及其运行资源。 移Agent运行时，旧Claude Code遥控/会话订阅与现管理API分期。官网平台费0而模型/机器按量仍收费，旧9/20月费不当当前统一价；推广赠额不是收入。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30762",
      "companyId": "YC30762",
      "title": "KERNEL现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/kernel",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供供代理访问互联网的托管浏览器、会话和运行资源。 移Agent浏览器设施。旧300ms与现sub150ms为不同自述未测，使用团队不等付费数；挑战处理等功能未执行，SOC2/HIPAA须具体范围，创始人Clever旧退出价不是Kernel收入。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30768",
      "companyId": "YC30768",
      "title": "Okibi现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/okibi",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "从产品API及代码生成可维护CLI、验证命令并交付程序。 按现代码/CLI交付保留C04，旧自然语言生成Agent平台分期。DoorDash等自行发布CLI不等Okibi客户；当前验证流程仅自述未运行，旧15YC合作不等已付费或当前客户。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30804",
      "companyId": "YC30804",
      "title": "Luminal现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/luminal",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "提供自动生成GPU内核的ML编译框架和推理部署。 移模型计算供给，不把所有自动代码生成等同通用编码助手。性能十倍未独立复现，三十万工程师成本是客户替代支出，创始人旧约五百万ARR不归Luminal。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30863",
      "companyId": "YC30863",
      "title": "The Context Company现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/the-context-company",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "从代理生产对话及追踪识别问题并支持工程团队验证修复。 移代理观测设施，修复仍由工程团队正常审核测试发布。官网45.6% modeled cost下降及25.1%客户运行增幅不是自身收入或已核利润，例子中的报价/退款不作财务。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30864",
      "companyId": "YC30864",
      "title": "dari.dev现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/daridev",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "训练路由决策模型以降低AI代理调用成本。 按现模型路由移C02，旧浏览器Agent与有状态部署API另记。官网无可读正文，旧初期无markup不能当当前永久零收费，客户token账单下降不是公司收入。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30903",
      "companyId": "YC30903",
      "title": "Kestrel AI现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/kestrel-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以自然语言构建可编辑工作流以处理平台工程、CI及事故响应。 保留开发运维，AI生成与配置后确定性执行分开。生产修改可要求审批，不能推所有流程无人审核；三十/四十连接分别为旧/现自述，免费千元额度非收入或实付。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC30969",
      "companyId": "YC30969",
      "title": "Lemma现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/uselemma",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "持续监控AI代理生产工具调用、上下文丢失及循环等故障。 移Agent设施，旧持续学习和现故障监控分期。40%退化背景与前雇主两倍效果非当前独立测试，前公司采用和自身收入分开。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC31001",
      "companyId": "YC31001",
      "title": "Fastshot现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/fastshot",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以对话生成移动应用、后台及商店发布所需材料。 保留开发工具而非所生成的消费应用。官网Expo/多模型及一万builder自述不等独立质量或付费数，开发者所获订阅/广告收入不归Fastshot，商店审批及生产可靠性未核。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC31022",
      "companyId": "YC31022",
      "title": "Coasts现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/coasts",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为同项目多个git worktree提供隔离本地服务与运行环境。 保留开发环境，旧JSX Tool浏览器React IDE与现Coasts分期。隔离避免端口/数据冲突是自述，本轮未安装、启动容器或测试；不把本地工具当通用托管Agent服务。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-CAT-YC31147",
      "companyId": "YC31147",
      "title": "Salus现主营及旧业务范围",
      "url": "https://www.ycombinator.com/companies/salus",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在代理行动前按证据缓存、政策和保护规则验证及阻止调用。 移Agent运行设施。58%被阻止动作恢复成功为自测且条件样本，不等全任务成功率；运行时检查不保证不会违规，退款损失示例不是公司营收。",
      "limitation": "公司自述及可更新目录，不因代码/Agent标签直接分为同质SaaS；旧雇主、客户收益、采用量、报价和赠额不当自身ARR。"
    },
    {
      "id": "DEVTAG1-FEYN-ACCESS",
      "companyId": "YC30431",
      "title": "Feyn官网读取缺项",
      "url": "https://www.usefeyn.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前官网工具无法取得正文，现专用模型服务据YC描述，旧Chonkie发布另列。",
      "limitation": "未核改名主体链及旧数据工具是否仍收费，不从不可读推停业或零收入。"
    },
    {
      "id": "DEVTAG1-CLIDEY-HOME",
      "companyId": "YC30468",
      "title": "Clidey与WhoDB现产品关联",
      "url": "https://clidey.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "Clidey官网称维护WhoDB及开源开发工具，直接链接WhoDB数据运营平台。",
      "limitation": "旗下产品不重复增公司，旧Docucod发布另记；主体、合同及收入分摊未核。"
    },
    {
      "id": "DEVTAG1-WHODB-HOME",
      "companyId": "YC30468",
      "title": "WhoDB现运营平台及演示数据",
      "url": "https://whodb.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网列Cloud与Managed Private，数据模型、血缘、工作流与应用，ERP截图明确synthetic demo data。",
      "limitation": "演示订单及客户匿名节时/45条验证不是实际营收，AI决策准确性及合同未核，不当已运行案例。"
    },
    {
      "id": "DEVTAG1-LOTAS-HOME",
      "companyId": "YC30638",
      "title": "Lotas官网信息范围",
      "url": "https://www.lotas.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "现首页只有联系信息，未列量化产品、IDE或费率；当前量化交易定位据YC短简介。",
      "limitation": "不能确认自营交易、资管、收费软件或当前客户，旧Rao发布不强推现仍在运营。"
    },
    {
      "id": "DEVTAG1-VIBE-HOME",
      "companyId": "YC30699",
      "title": "VibeFlow当前社媒制作与批准",
      "url": "https://vibeflow.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称为品牌制作社交内容，在用户批准后发LinkedIn和X，另列GitHub星标。",
      "limitation": "未读旧仓库及现收费合同，星标不证明社媒产品付费或技术能力，未连接账号/发布。"
    },
    {
      "id": "DEVTAG1-ATTUNE-HOME",
      "companyId": "YC30449",
      "title": "Attune现多项目AI工程工具",
      "url": "https://www.attunehq.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网列nudge代理护栏、caliper CI配置、bastion代码评审、akari编码代理历史分析。",
      "limitation": "仅读项目列表，未读取链接源码、运行或核全部项目收费。快速构建旧帖不当全部当前交付。"
    },
    {
      "id": "DEVTAG1-MAGNITUDE-HOME",
      "companyId": "YC30660",
      "title": "Magnitude本地推理及性能范围",
      "url": "https://magnitude.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网分别列Mac M4/NVIDIA推理预填与解码、自调优和API，本机运行免费/开源为其自述。",
      "limitation": "平均11型号4bit/64k等范围不能外推所有模型/芯片；本轮未读许可证、源码或运行，双倍性能不作独立测试。"
    },
    {
      "id": "DEVTAG1-STAR-HOME",
      "companyId": "YC30545",
      "title": "StarSling当前CI资源和优化范围",
      "url": "https://starsling.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网提供按分钟CPU/GPU及Review Runners，AI优化提PR由人合并；称已运行二百万以上jobs。",
      "limitation": "jobs非用户/付费数或收入，运行资源与上游模型费用分开。优化PR功能对新客户有付费/未默认启用限制，未核独立性能和合同。"
    },
    {
      "id": "DEVTAG1-STAR-PR",
      "companyId": "YC30545",
      "title": "StarSling公开客户优化PR记录",
      "url": "https://github.com/mastra-ai/mastra/pull/15888",
      "publishedAt": "2026-04-29",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "公开Mastra PR显示starslingdev bot提议三路E2E分片，2026-04-29由维护者合并214e829，正文列测试方法及节时测算。",
      "limitation": "只读会话及合并记录；files/commit页面工具cache miss，未核差异全文、运行日志或复现计时。公开合并不证明全部性能宣传、当前软件自主程度或收费。"
    },
    {
      "id": "DEVTAG1-KERNEL-PRICE",
      "companyId": "YC30762",
      "title": "Kernel月费与GB秒用量分开",
      "url": "https://www.kernel.sh/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "公开0/30/200月套餐均另加用量，列0.0000166667每GB秒及赠额、并发和企业支持，团队数自述与YC旧快照不同。",
      "limitation": "套餐、赠额、并发及采用不等实收；headless/headful可能不同单价，未取得具体账单/合同，不按11千团队乘月费估MRR。"
    },
    {
      "id": "DEVTAG1-OMNARA-HOME",
      "companyId": "YC30722",
      "title": "Omnara现平台免费与资源收费",
      "url": "https://www.omnara.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称开放代理控制平面自托管/平台费0，可自带模型和机器或按token/活动时长付资源费；SOC2 TypeII观察期in progress。",
      "limitation": "旧9/20月费分期不当现价，平台免费不等所有资源免费或公司零收入；未读仓库、审计或执行部署，客户标识不证明付费。"
    },
    {
      "id": "DEVTAG1-FASTSHOT-HOME",
      "companyId": "YC31001",
      "title": "Fastshot移动应用与客户变现",
      "url": "https://fastshot.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网自述Expo原生移动App、多模型及Supabase集成，客户可接订阅/广告变现。",
      "limitation": "一万builder不等付费数，应用开发者所得不归平台收入。未试生成、构建、提交商店或核价，原生能力和上架时间非独立验证。"
    },
    {
      "id": "DEVTAG1-EMBEDDER-HOME",
      "companyId": "YC30691",
      "title": "Embedder客户板卡与测试台开发",
      "url": "https://embedder.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网描述读取手册、代码、原理图和真实仪器完成编译/刷写/调试，提供共享实验桥、企业权限及私有部署。",
      "limitation": "未连接板卡、编译刷机或测试。硬件支持数与万人开发者不是付费数，认证及安全声明未取得报告，不认定提供自有硬件量产。"
    },
    {
      "id": "DEVTAG1-CONTEXT-HOME",
      "companyId": "YC30863",
      "title": "TCC生产分析和修复分工",
      "url": "https://www.thecontextcompany.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网说明通过MCP让编码代理调查，用户依正常流程审核/测试/发布；客户案例标45.6%较低modeled cost。",
      "limitation": "模型成本估算不是已实现毛利，25.1%更多客户运行非公司收入；自述PII、审计及行业合规未核报告。"
    },
    {
      "id": "DEVTAG1-MLOP-HOME",
      "companyId": "YC30539",
      "title": "mlop实验跟踪与计划功能",
      "url": "https://mlop.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网提供实验指标及版本跟踪，计算标private beta、推理coming soon，兼容W&B接口为自述。",
      "limitation": "免费试用和开源不等零收入，未安装或验证接口兼容，计算和推理计划不当正式供给。"
    },
    {
      "id": "DEVTAG1-DARI-HOME",
      "companyId": "YC30864",
      "title": "dari当前官网正文缺项",
      "url": "https://dari.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具页面无可读正文，现路由定位据YC简介，旧有状态部署和浏览器Agent发布分期。",
      "limitation": "没有由标题推已运行路由、性能或当前价，旧无markup只适用原发布阶段；未取得合同。"
    },
    {
      "id": "DEVTAG1-KASH-HOME",
      "companyId": "YC30402",
      "title": "Kashikoi当前仿真评测入口",
      "url": "https://www.getkashikoi.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称一条提示评测代理，需可定制连接器，列模拟、行为评估和多种示例分数。",
      "limitation": "示例分数、每次运行成本及三千多runs不当独立实际测量或自身收入，未运行评测，不把模拟器当已公开基础模型。"
    },
    {
      "id": "DEVTAG1-HUMAN-HOME",
      "companyId": "YC30497",
      "title": "Human Behavior现产品工程与用户运营双线",
      "url": "https://www.humanbehavior.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "现官网从会话回放识别故障、准备PR/原型，另有漏斗与客户联络；邮件草稿等待批准。",
      "limitation": "界面示例发票、at-risk金额和PR状态不当已核案例、真实财务或实际客户联络，未执行SDK或操作账号。"
    },
    {
      "id": "DEVTAG1-KESTREL-HOME",
      "companyId": "YC30903",
      "title": "Kestrel生成与执行分工",
      "url": "https://usekestrel.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网描述AI生成可编辑工程工作流，配置后按代码执行，生产变更有审批及PR合并步骤，当前称40以上集成。",
      "limitation": "确定性执行不等工作流逻辑正确，未运行云自动化/部署；旧30连接与现40自述分期，千元试用额非收入。"
    },
    {
      "id": "DEVTAG1-HELIX-ACCESS",
      "companyId": "YC30432",
      "title": "HelixDB官网读取缺项",
      "url": "https://helix-db.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网网页工具不可读，现图/向量/文本数据库定位另据公开仓库及YC。",
      "limitation": "不根据不可读推停业或未交付，云服务实际合同及收入留缺。"
    },
    {
      "id": "DEVTAG1-HELIX-REPO",
      "companyId": "YC30432",
      "title": "HelixDB公开仓库及托管范围",
      "url": "https://github.com/helixdb/helix-db",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "README与目录可读，Rust图/向量/BM25数据库含SDK、查询和对象存储说明，区分本地开源与Helix Cloud托管。",
      "limitation": "未固定commit、安装、执行查询或复现事务/性能，公开源码不证明稳定性、付费或毛利。"
    },
    {
      "id": "DEVTAG1-HELIX-LICENSE",
      "companyId": "YC30432",
      "title": "HelixDB代码许可",
      "url": "https://github.com/HelixDB/helix-db/blob/main/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "代码仓库LICENSE内容为Apache License 2.0。",
      "limitation": "代码开放不代表托管云及支持无费，未核完整商业合同或所有依赖许可，不作独立能力和公司收入证明。"
    },
    {
      "id": "DEVTAG1-LUMINAL-OLD-ARR",
      "companyId": "YC30804",
      "title": "Luminal创始人旧ARR及替代成本",
      "url": "https://www.ycombinator.com/launches/O0g-luminal-pytorch-for-production",
      "publishedAt": "2025-07-20",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2025-07-20发布追述创始人在另一startup增长到约原文$5M ARR，并称替代年薪$300k以上GPU工程流程。",
      "limitation": "前公司ARR、客户工程成本及潜在省钱不是Luminal自身营收，不转为当前ARR。"
    },
    {
      "id": "DEVTAG1-KERNEL-OLD-EXIT",
      "companyId": "YC30762",
      "title": "Kernel创始人旧公司退出价",
      "url": "https://www.ycombinator.com/launches/O5f-kernel-crazy-fast-browser-infrastructure",
      "publishedAt": "2025-07-31",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2025-07-31发布追述Clever于2021以原文$500m退出；浏览器按资源用量供给。",
      "limitation": "退出交易估值不是Kernel自身收入、融资或当前ARR，不作新公司财务样本。"
    },
    {
      "id": "DEVTAG1-OMNARA-OLD-PRICE",
      "companyId": "YC30722",
      "title": "Omnara旧遥控会话价格",
      "url": "https://www.ycombinator.com/launches/PFp-omnara-run-claude-code-from-anywhere",
      "publishedAt": "2026-01-23",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-01-23发布为10会话免费、20月费，2025旧发布为9月费；现官网平台费0加资源用量另列。",
      "limitation": "不同期产品定位及价格不能叠加作MRR，无实际付费数、合同及回款，不把旧订阅价当现统一价。"
    },
    {
      "id": "DEVTAG1-OKIBI-LAUNCH",
      "companyId": "YC30768",
      "title": "Okibi现CLI与市场其他公司归属",
      "url": "https://www.ycombinator.com/launches/Tn9-okibi-agent-ready-clis",
      "publishedAt": "2026-09-10",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "2026-09-10发布称读取API/代码生成、验证及维护CLI；DoorDash等列为自行发布CLI的市场例子。",
      "limitation": "这些品牌不是已核Okibi客户，旧15YC合作亦非已付费；未运行生成/验证或核签约收费。"
    },
    {
      "id": "DEVTAG2-CAT-YC31165",
      "companyId": "YC31165",
      "title": "IncidentFox当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/brownie",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "监控生产系统、调查事故并经人工审阅更新工具和知识。 保留开发运维。工具生成和知识更新有人工批准，不能按AI SRE推所有生产修改自主；自托管/托管与BYOK分开，开源及合规为自述未读仓库/报告。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC31216",
      "companyId": "YC31216",
      "title": "Archal当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/archal",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为Agent测试、集成及RL提供可重置的有状态API模拟环境。 移Agent环境设施，模型训练用途另列不当自有基础模型。官网注明模拟非真实服务、覆盖按能力资料，付费续用尚未启用；0.10/环境分钟标价及20赠额不是实收。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC31230",
      "companyId": "YC31230",
      "title": "o11当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/o11",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "通过钱包与权限为代理提供可付费的API、工具和服务入口。 按现付费工具钱包移C03，旧Office/Workspace助手另记。zero markup是费率自述非所有收入为零，目录工具数非客户数；余额、预算和服务消费不可直接记平台ARR。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC31241",
      "companyId": "YC31241",
      "title": "Corelayer当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/corelayer",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为复杂生产软件分析告警、日志及数据并建议修复和预防。 保留开发运维，不因受监管客户就改为金融/医疗执业。厂商生产上下文、因果分析及安全主张未实测，客户交易/trace规模和行业1亿支持预算非Corelayer收入。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC31327",
      "companyId": "YC31327",
      "title": "Korso当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/korso",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "近期发布Shepherd以MCP协调多个代理间通信协作，现具体产品待核。 据最新相关发布暂移C03，YC现写In Development且官网仅申请入口。旧制造运营与Shepherd双线/转型链未知，开放beta和YC免费非已付费客户；未核开源仓库。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC31432",
      "companyId": "YC31432",
      "title": "Keyframe Labs当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/keyframe-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "研发实时交互人像模型并提供头像视频调用接口。 按自有领域模型移C01，persona系列与嵌入接口分开。180ms、真实性及并发为自述未独立核，第三方LLM/语音仍可另用；0.06/min起价不等全栈成本或ARR。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC31454",
      "companyId": "YC31454",
      "title": "decuff当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/decuff",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以API托管经修改的开放模型供推理调用。 按现推理供给移C02，旧Datost数据分析产品分期。zero data retention、模型去限制及服务性能为自述，官网工具不可读，未调用API或检查模型/条款，旧能力不外推当前。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC31591",
      "companyId": "YC31591",
      "title": "RightNow当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/rightnow",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "优化GPU内核并经RunInfra托管开放模型推理。 按模型计算供给移C02，RightNow实验室与RunInfra平台不重复计公司。缓存有效价是过去流量加权自述且best effort，不能等同每次请求低价；速度/缓存率非收入或独立性能。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC31592",
      "companyId": "YC31592",
      "title": "GitCafe当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/gitcafe",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为人和编码代理提供Git托管、评审、CI及协作平台。 保留开发平台；百名用户和约十余YC试用是采用自述，不等付费客户或收入。百亿commit是未来规模定位，beta不等全部产品成熟，可靠性和安全待核。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC32089",
      "companyId": "YC32089",
      "title": "Hoplite当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/hoplite",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将客户本地开发配置迁至云沙盒以运行并行编码代理。 保留开发交付；旧个人金融交易Agent与现软件工厂分期。150万OpenAI credits为赠额非现金收入，首客户效果未独立核；用户可审阅和设置审批，SOC2仍进行中。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC32230",
      "companyId": "YC32230",
      "title": "Codag当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/codag",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在模型读取前压缩工具输出并跟踪代理工具使用及成本。 移Agent工具路径设施，非自有基础模型。75%输出压缩和20—30%token节省是不同自述口径，90以上组织使用非付费数/ARR；完整原字节可取回和本地直连未独立核。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC32262",
      "companyId": "YC32262",
      "title": "Alkera AI当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/alkera-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以代理、血缘及知识库开发维护数据管线并生成SQL/Python分析。 保留数据工程开发，兼协作分析工作台，不以股票研究演示认定金融执业。人在知识条目核验、沙盒测试和CI门控仍在；83.28%基准为厂商比较未复现，演示收入非自身财务。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC33014",
      "companyId": "YC33014",
      "title": "Inkbox当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/inkbox",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为代理提供持久身份、邮件电话和代理间通信接口。 移Agent设施，旧网页自动化与现通信层分期。收2FA和联系能力不等已授权访问他人账户；未申请号码、发送消息或核实际服务许可、隐私及收入。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC33936",
      "companyId": "YC33936",
      "title": "Conifer当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/conifer",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在客户harness内选择模型、提供方和缓存以降低推理支出。 按现路由供给移C02，旧消费者Juniper界面另记。最多80%付费token减少不等总成本/毛利降低80%；本地免API费仍有硬件电费，性能和隐私未独立核。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC34431",
      "companyId": "YC34431",
      "title": "Hue当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/hue",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "把代理真实使用时的工具、数据及状态转为可重复测试环境。 移Agent测试，非一般App用户界面QA。保留工具/状态不证明所有生产世界可完整重现，官网不可读，未独立测试或取得合同；10月29日发布不作法人成立日。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC34464",
      "companyId": "YC34464",
      "title": "herdr当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/herdr",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以后台终端运行服务协调代理进程、状态和跨机器通信。 移运行设施，桌面App、core和旧TUI为不同程序。关窗口不终止不等重启机器仍保任务；官网明确core停/重启不续跑。25k星与34万下载是原目录自述，不等当前core仓库计数或付费。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC34629",
      "companyId": "YC34629",
      "title": "Simulithic当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/simulithic",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以模拟用户跨设备、浏览器及账户测试应用使用流程。 保留开发验证，与Hue测试AI代理行为分开。所有设备、零维护、每日生产测试为厂商主张未独立核，不认定覆盖所有平台/边界或已无人工验证成本。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC34893",
      "companyId": "YC34893",
      "title": "Agent 37当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/agent-37",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "托管每客户独立代理沙盒并保留文件、模型及工具接入。 移Agent设施。现无订阅/计划费但计算按活动时间、磁盘到删除计费；客户Boon4.94月成本不是Agent37 ARPA/营收，赠额与白牌客户售价不能推平台ARR。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC35258",
      "companyId": "YC35258",
      "title": "Mirrors当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/mirrors",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "按人工设定范围向生产代理注入纠错指引并比较结果。 移Agent设施；用户写纠正、限定触发并预览旧对话影响，不是所有错误自动永久修复。官网工具不可读，未运行或独立核效果、隐私及付费。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC35395",
      "companyId": "YC35395",
      "title": "Workers IO当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/workers-io",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "在确定性虚拟机中模拟软件故障并复现失效条件。 保留开发验证，非AI模型训练。所读材料强调确定性仿真和编码代理反馈，内部是否使用AI尚未确认；百万场景不证明穷尽所有生产条件，示例支付/测试不是实际收入或独立验证。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC35751",
      "companyId": "YC35751",
      "title": "Rystic当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/rystic",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "以有状态第三方API本地副本测试代理行为和状态变更。 移Agent测试，RL训练用途与代码QA分开。Stripe99.1%是所列1813探针的厂商一致性，不是金融安全或全API正确率；已知失败、限定能力、免费/付费不同范围保留。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC36643",
      "companyId": "YC36643",
      "title": "Papaya当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/papaya",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "分析生产代理追踪与代码，按预期影响排序并提出优化PR。 移Agent改进设施，旧分析Agent转型另记。用户批准后提PR与自动已部署分开，20%质量/30%延迟/年化节省是厂商范围主张；前其他YC公司千万ARR不归Papaya。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC36972",
      "companyId": "YC36972",
      "title": "Composal当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/composal",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "让代理模拟用户尝试产品流程及边界以检验功能。 保留开发QA，不把代理测试App当训练基础模型。自愈软件工厂是愿景，目前验证为第一步；创始人Cosine旧经历不等现付费/能力，未运行实际产品。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC37038",
      "companyId": "YC37038",
      "title": "Caveman当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/caveman",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "观察代理运行并试验成本及性能优化后部署有效变化。 按短主营移Agent设施。网页工具不支持返回的Markdown，普通HTTP为403，未取得正文，不假定压缩算法、公开源码或保证不损精度，财务及效果待核。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC38061",
      "companyId": "YC38061",
      "title": "Maritime当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/maritime",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "为每客户托管持久VM及代理运行、睡眠唤醒和管理。 移Agent设施。现月套餐20/100/500/5000、机器和并发上限，不按计算分钟计费；约1每代理是套餐容量口径，实际满额、常开加20及资源增配影响成本，宣传规模非当前客户数。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-CAT-YC38953",
      "companyId": "YC38953",
      "title": "Spacesheep当前主营和数字归属",
      "url": "https://www.ycombinator.com/companies/spacesheep",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "将代理输出变为团队可协作的文档、图表、仪表板及内部应用。 移企业协作，不因可生成应用就只归编码工具。示例CRM目标25万、研究时间和收益不当公司营收；YC一年团队赠送不是付费，实时协作/语义检索未独立核。",
      "limitation": "可更新的目录/公司自述；以前业务、前公司ARR、客户成本/预算、赠额、采用数、示例和计划规模均不作自身收入或独立性能。"
    },
    {
      "id": "DEVTAG2-KORSO-HOME",
      "companyId": "YC31327",
      "title": "Korso当前申请入口",
      "url": "https://korsoai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前官网仅品牌、申请入口和隐私/条款链接，没有具体产品/价格。",
      "limitation": "最新Shepherd与旧制造Agent业务范围及继续运营状态待核，不从少字/申请页推停业或已规模交付。"
    },
    {
      "id": "DEVTAG2-KEYFRAME-HOME",
      "companyId": "YC31432",
      "title": "Keyframe自有persona模型和接口",
      "url": "https://keyframelabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网列persona系列及实时头像模型、第三方LLM/语音可接、0.06每分钟起。",
      "limitation": "仅模型自述无独立性能/真实通话验证，200M旧版和新版本分开；语音/LLM和视频服务费用可能另计，起价不当全部成本。"
    },
    {
      "id": "DEVTAG2-DECUFF-ACCESS",
      "companyId": "YC31454",
      "title": "decuff官网缺项",
      "url": "https://decuff.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具未取得当前官网正文，现API托管修改开放模型定位据YC。",
      "limitation": "旧Datost分析帖不当现产品能力，未核模型、数据留存、合同或收费，不因不可读推停业。"
    },
    {
      "id": "DEVTAG2-RUNINFRA-HOME",
      "companyId": "YC31591",
      "title": "RunInfra推理平台与缓存价",
      "url": "https://runinfra.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网关联RightNow优化研究，现列模型token/缓存价及10/29/99套餐，按5小时和周用量限额；缓存命中率及有效输入价格按其最近24小时流量自述。",
      "limitation": "缓存best effort，有效价不等每次请求保证；模型token/s和端到端数值范围不同。未独立调用或核账单/成本，现模型目录不等自研模型组合。"
    },
    {
      "id": "DEVTAG2-AGENT37-HOME",
      "companyId": "YC34893",
      "title": "Agent37现计算与磁盘计费",
      "url": "https://www.agent37.com/cloud",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "当前官网无订阅/计划费，预付余额；CPU/内存按沙盒活动计算时间计费，磁盘至删除前持续计费，第三方模型/工具也可从余额支付。",
      "limitation": "充值不是已确认经常性收入，示例月估1.37及客户成本不是实际ARPA；SOC2 TypeI报告未读，gVisor/隔离未实测。"
    },
    {
      "id": "DEVTAG2-MARITIME-HOME",
      "companyId": "YC38061",
      "title": "Maritime现持久机器与产品范围",
      "url": "https://maritime.sh/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称Firecracker微VM/持久磁盘及睡眠唤醒，三代理免费，MCP电脑访问仍early access。",
      "limitation": "半秒启动及重启后状态为宣传未测，页面论文样例不当已读研究或真实生产证据；赠额不当收入。"
    },
    {
      "id": "DEVTAG2-MARITIME-PRICE",
      "companyId": "YC38061",
      "title": "Maritime套餐、并发和增配费用",
      "url": "https://maritime.sh/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "现月套餐20/100/500/5000，分别含20/100/500/5000机器及5/25/60/500同时活动；额外机器/内存/磁盘、常开另收，套餐内不按计算时间计费。",
      "limitation": "每代理约1只是套餐容量分摊，不保证少量/全部常开仍是1；常开额外20每月及增配需算，未核实际账单/上游模型费，不能以含量乘客户数推ARR。"
    },
    {
      "id": "DEVTAG2-HERDR-HOME",
      "companyId": "YC34464",
      "title": "Herdr客户端与运行服务范围",
      "url": "https://herdr.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网区分新App/core与旧TUI不共享代理；关闭客户端不终止后台，但机器重启或core停止后不自动恢复原任务。",
      "limitation": "不把关窗口存活外推断电/重启续跑；免费/Apache自述不等无其他业务收入，未安装或控制用户终端。"
    },
    {
      "id": "DEVTAG2-HERDR-CORE",
      "companyId": "YC34464",
      "title": "herdr-core公开实现入口",
      "url": "https://github.com/herdrdev/herdr-core",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "公开README和目录描述持久终端、代理消息及跨机器连接，恢复可开新shell但不重跑任务，状态由程序主动报告。",
      "limitation": "未固定commit、阅读全部代码、编译/运行或实测断线/重启；不把UI缓存状态当进程正在运行，源码公开不是商业能力/收入证明。"
    },
    {
      "id": "DEVTAG2-HERDR-LICENSE",
      "companyId": "YC34464",
      "title": "herdr-core代码许可",
      "url": "https://github.com/herdrdev/herdr-core/blob/master/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "公开代码LICENSE为Apache License 2.0。",
      "limitation": "只对该代码仓库许可，不推出当前全部第三方模型/托管无成本，不作法人注册或财务证明。"
    },
    {
      "id": "DEVTAG2-RYSTIC-CATALOG",
      "companyId": "YC35751",
      "title": "Rystic公开模拟器一致性范围",
      "url": "https://www.rystic.ai/simulators",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "目录列Stripe99.1%/1813探针、1162/1174工作流及失败示例，其他服务分值不同；免费每月10小时且部分模拟器/故障注入/验证UI属Pro。",
      "limitation": "厂商一致性报告不是独立测试或所有API完全等价，探针不等任务总成功率；未安装二进制、触发真实支付/API或执行任何测试。"
    },
    {
      "id": "DEVTAG2-CODAG-HOME",
      "companyId": "YC32230",
      "title": "Codag工具输出处理及成本归属",
      "url": "https://codag.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网说明在本地工具路径压缩大输出、遗漏原字节可取回，模型流量使用用户原提供商及账户，非替换基础模型。",
      "limitation": "只读产品说明未安装本地服务/代理或验证压缩保真；演示测试、节省及组织量非实收收入，工具输出压缩与总账单节省分开。"
    },
    {
      "id": "DEVTAG2-PAPAYA-HOME",
      "companyId": "YC36643",
      "title": "Papaya改进PR及收益表述",
      "url": "https://papaya.fyi/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网从生产trace和代码找改进并开PR，人可控制；1.1M以上对话、20%质量、30%延迟及25000以上年化客户节省为自述。",
      "limitation": "不是公司收入或独立实测，免费首轮分析与未来合同分开；未接入客户数据、运行或合并修复。"
    },
    {
      "id": "DEVTAG2-SPACE-HOME",
      "companyId": "YC38953",
      "title": "Spacesheep当前团队协作与示例",
      "url": "https://spacesheep.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网展示可评论/版本化的协作空间、可视化和内部应用，外部代理可写入。",
      "limitation": "示例CRM/收益/研究统计不是已核客户或公司营收，未读取安装指引、接入代理或发布内容；团队赠送不是收入。"
    },
    {
      "id": "DEVTAG2-O11-HOME",
      "companyId": "YC31230",
      "title": "o11现工具钱包及预算边界",
      "url": "https://o11.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称8416目录工具及549提供方，钱包或自带账户调用，设预算和权限，先报价按工具/用量收费。",
      "limitation": "目录工具数不是付费组织数，示例5预算不是公司收入，zero markup与平台如何获益待合同；未充值、创建卡或买服务。"
    },
    {
      "id": "DEVTAG2-CAVEMAN-ACCESS",
      "companyId": "YC37038",
      "title": "Caveman官网访问缺项",
      "url": "https://caveman.so/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具不支持text/markdown，普通只读HTTP请求返回403，未取得产品正文。",
      "limitation": "只据YC短主营暂归Agent优化设施，不凭文件类型/域名推算法、公开源码或已实测效果。"
    },
    {
      "id": "DEVTAG2-WORKERS-HOME",
      "companyId": "YC35395",
      "title": "Workers IO确定性仿真交付",
      "url": "https://workers.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网描述确定性VM中注入故障、复现失败及向编码代理提供反馈；页脚10XU Inc.。",
      "limitation": "所读材料不证明内部AI模型作用。示例支付/128seed结果是展示非独立测试，数百万场景不证明穷尽生产；未安装/运行，也未核注册或合同。"
    },
    {
      "id": "DEVTAG2-HOPLITE-HOME",
      "companyId": "YC32089",
      "title": "Hoplite现云编码平台与收费",
      "url": "https://hoplite.sh/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网Team原文60/席位月、年付50月折算，含用量/并发；可带模型订阅，导入凭据需单独确认，SOC2 in progress，页脚Carbon Copy Markets, Inc.。",
      "limitation": "含用量及模型费用与席位价分开，旧金融业务改名链/收入未核；加密/SOC2不能当已取得审计，未导入任何配置或执行代码。"
    },
    {
      "id": "DEVTAG2-ARCHAL-HOME",
      "companyId": "YC31216",
      "title": "Archal模拟覆盖及付费状态",
      "url": "https://archal.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网称每环境0.10/分钟、按秒折算，失败启动/冷启动免费；目前self-serve付费续用尚未开放，5加15赠额分阶段获得。",
      "limitation": "标价/赠额不是付费收入，模拟器有能力范围并非原厂实服务，不假定第三方背书；未安装技能或启动环境。"
    },
    {
      "id": "DEVTAG2-CORE-HOME",
      "companyId": "YC31241",
      "title": "Corelayer当前生产工程范围",
      "url": "https://www.corelayer.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网提供生产上下文调查、CLI/MCP及私有部署，客户案例分别描述客户交易/日志规模，页脚Sevvy AI, Inc.。",
      "limitation": "客户底层经营量不作Corelayer收入，ROI计算和引用的模型分数未独立核，未读审计/运行产品，受监管客户不等自己执业。"
    },
    {
      "id": "DEVTAG2-ALKERA-HOME",
      "companyId": "YC32262",
      "title": "Alkera现数据平台和自测",
      "url": "https://www.alkera.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "官网有数据管线维护、SQL/Python协作分析、GPU任务和人核知识库；自述同模型DataAgentBench五次平均83.28对68.49。",
      "limitation": "这是厂商比较非独立测试，尚未读基准源码；股票/收入图和GPU代码是展示，未运行、接数据源或把演示当收入。"
    },
    {
      "id": "DEVTAG2-MIRRORS-ACCESS",
      "companyId": "YC35258",
      "title": "Mirrors官网读取缺项",
      "url": "https://www.mirrors.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具未取得官网正文，当前产品说明据YC与10月30日附载发布。",
      "limitation": "未验证纠正触发、效果/隐私或收费，不因读取失败推无业务。"
    },
    {
      "id": "DEVTAG2-HUE-ACCESS",
      "companyId": "YC34431",
      "title": "Hue官网读取缺项",
      "url": "https://hue.run/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "网页工具未取得官网正文，当前生产使用模拟测试定位据YC与10月29日发布。",
      "limitation": "没有推定已支持所有框架/完整生产状态/合同，发布日不当成立日。"
    },
    {
      "id": "DEVTAG2-HOPLITE-CREDITS",
      "companyId": "YC32089",
      "title": "Hoplite旧业务和赠额度",
      "url": "https://www.ycombinator.com/launches/SAM-hoplite-effortless-cloud-agents-for-programming",
      "publishedAt": "2026-07-30",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "7月30日发布追述从个人金融Agent转型，并拟有效部署原文$1.5 million OpenAI credits。",
      "limitation": "赠额度不是客户实付、现金营收或ARR，未说明实际核销和转型主体链。"
    },
    {
      "id": "DEVTAG2-PAPAYA-OLD-ARR",
      "companyId": "YC36643",
      "title": "Papaya创始人此前企业业绩",
      "url": "https://www.ycombinator.com/launches/U2g-papaya-continuous-optimization-for-your-ai-agents",
      "publishedAt": "2026-09-16",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "9月16日发布称曾把其他YC公司从0增长到原文$10M ARR并经历收购，旧分析Agent转型至优化设施。",
      "limitation": "原文明确其他公司，不当Papaya当前ARR、客户收入或收购价格。"
    },
    {
      "id": "DEVTAG2-CODAG-ADOPTION",
      "companyId": "YC32230",
      "title": "Codag使用组织与压缩范围",
      "url": "https://www.ycombinator.com/launches/Sr5-codag-compression-and-control-for-agent-tools",
      "publishedAt": "2026-08-16",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "8月16日发布称超过90组织使用、最大团队35人；平均工具输出75%缩小与公司简介20—30%token节省分开。",
      "limitation": "使用不等付费，两个节省口径分母不同；售出产品的自述未给确认收入，不能由组织数或成本反推ARR。"
    },
    {
      "id": "DEVTAG2-AGENT37-COST",
      "companyId": "YC34893",
      "title": "Agent37客户成本及推广赠额",
      "url": "https://www.ycombinator.com/launches/UTg-agent37-host-any-agent-harness",
      "publishedAt": "2026-09-29",
      "accessedAt": "2026-10-31",
      "kind": "公司公开资料复核",
      "summary": "9月29日发布称Boon每Agent月成本从85降至4.94，ETEC+迁入30以上旧客户，赠2500沙盒credits。",
      "limitation": "客户成本、旧客户数及赠额非Agent37实收/ARPA；实际套餐、时长、模型与存储口径未核，95%节省为自述。"
    },
    {
      "id": "UNCLEAR1-30193-YC",
      "companyId": "AI070",
      "title": "Bud：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/bud",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队6人，状态Acquired。沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30238-YC",
      "companyId": "YC30238",
      "title": "Amby Health：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/amby-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人，状态Active。短信健康教练连接穿戴数据并主动跟进；历史业务为EMS病历审核与收费辅助。 当前官网可读但定价、医疗效果与付费未知；2025年EMS AI发布明确，不能把旧客户收入迁为当前公司收入。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30238-LAUNCH1",
      "companyId": "YC30238",
      "title": "Amby Health - AI Copilot for Ambulance Agencies (EMS)",
      "url": "https://www.ycombinator.com/launches/Msw-amby-health-ai-copilot-for-ambulance-agencies-ems",
      "publishedAt": "2025-02-24",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "短信健康教练连接穿戴数据并主动跟进；历史业务为EMS病历审核与收费辅助。 当前官网可读但定价、医疗效果与付费未知；2025年EMS AI发布明确，不能把旧客户收入迁为当前公司收入。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30285-YC",
      "companyId": null,
      "title": "Karsa：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/karsa",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人，状态Active。稳定币美元账户及跨境转移；公开业务描述未补足AI核心任务证据，市场目标不是用户量。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30285-LAUNCH1",
      "companyId": null,
      "title": "Karsa 💸 - The Global Dollar Account",
      "url": "https://www.ycombinator.com/launches/MgV-karsa-the-global-dollar-account",
      "publishedAt": "2025-01-27",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "稳定币美元账户及跨境转移；公开业务描述未补足AI核心任务证据，市场目标不是用户量。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30333-YC",
      "companyId": "YC30333",
      "title": "TensorPool：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/tensorpool",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队3人，状态Acquired。以CLI调度多云GPU训练任务及Spot任务恢复。 YC当前标记Acquired；官网仅取得标题，不确认独立经营。半价/约50%节省及每周5美元赠额是历史自述，非收入。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30333-LAUNCH1",
      "companyId": "YC30333",
      "title": "TensorPool: the easiest way to use GPUs 🌊",
      "url": "https://www.ycombinator.com/launches/Mq0-tensorpool-the-easiest-way-to-use-gpus",
      "publishedAt": "2025-02-18",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以CLI调度多云GPU训练任务及Spot任务恢复。 YC当前标记Acquired；官网仅取得标题，不确认独立经营。半价/约50%节省及每周5美元赠额是历史自述，非收入。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30343-YC",
      "companyId": "YC30343",
      "title": "Cedar：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/cedar",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人，状态Active。当前为销售工作空间，连接CRM、客户上下文及销售流程；历史为应用内AI助手及产品分析。 当前官网只取得销售AI标题；分类主要依据YC当前公司自述。与已有AI102招聘Cedar按不同YC链接分开，不因重名合并。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30343-LAUNCH1",
      "companyId": "YC30343",
      "title": "Cedar 🌲 In-product AI copilot & PMF analytics for any app",
      "url": "https://www.ycombinator.com/launches/Msp-cedar-in-product-ai-copilot-pmf-analytics-for-any-app",
      "publishedAt": "2025-02-25",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前为销售工作空间，连接CRM、客户上下文及销售流程；历史为应用内AI助手及产品分析。 当前官网只取得销售AI标题；分类主要依据YC当前公司自述。与已有AI102招聘Cedar按不同YC链接分开，不因重名合并。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30367-YC",
      "companyId": null,
      "title": "QFEX：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/qfex",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队14人，状态Active。全天候股票等交易平台；量化创始人履历与交易手续费不能证明AI为主营或给出AI收入分摊。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30367-LAUNCH1",
      "companyId": null,
      "title": "QFEX - The Global 24/7 Stock Exchange",
      "url": "https://www.ycombinator.com/launches/NUj-qfex-the-global-24-7-stock-exchange",
      "publishedAt": "2025-05-12",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "全天候股票等交易平台；量化创始人履历与交易手续费不能证明AI为主营或给出AI收入分摊。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30408-YC",
      "companyId": "YC30408",
      "title": "Autostep：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/autostep",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队1人，状态Active。观测知识工作流程、衡量成本和ROI，并识别和实施可自动化任务。 官网和2026年发布可读；2025为YC成立字段，不把2026产品发布当成立。客户浪费/节省和ROI示例不是Autostep收入，未独立验证监测效果。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30408-LAUNCH1",
      "companyId": "YC30408",
      "title": "Autostep: Measure the ROI of Knowledge Work",
      "url": "https://www.ycombinator.com/launches/QyB-autostep-measure-the-roi-of-knowledge-work",
      "publishedAt": "2026-06-23",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "观测知识工作流程、衡量成本和ROI，并识别和实施可自动化任务。 官网和2026年发布可读；2025为YC成立字段，不把2026产品发布当成立。客户浪费/节省和ROI示例不是Autostep收入，未独立验证监测效果。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30408-LAUNCH2",
      "companyId": "YC30408",
      "title": "Autostep - Uncover Repetitive Tasks Ready For AI",
      "url": "https://www.ycombinator.com/launches/PYq-autostep-uncover-repetitive-tasks-ready-for-ai",
      "publishedAt": "2026-02-27",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "观测知识工作流程、衡量成本和ROI，并识别和实施可自动化任务。 官网和2026年发布可读；2025为YC成立字段，不把2026产品发布当成立。客户浪费/节省和ROI示例不是Autostep收入，未独立验证监测效果。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30412-YC",
      "companyId": "YC30412",
      "title": "Bloom：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/bloom-4",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人，状态Active。通过对话构建原生移动应用及后端。 官网可读，Android标记早期访问；上线入口和厂商示例不证明实际商用规模。不与Bloomy合并；创始人旧应用及收购邀约不作本公司收入。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30412-LAUNCH1",
      "companyId": "YC30412",
      "title": "🌸 Bloom - the mobile app that builds mobile apps",
      "url": "https://www.ycombinator.com/launches/Nbo-bloom-the-mobile-app-that-builds-mobile-apps",
      "publishedAt": "2025-05-27",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "通过对话构建原生移动应用及后端。 官网可读，Android标记早期访问；上线入口和厂商示例不证明实际商用规模。不与Bloomy合并；创始人旧应用及收购邀约不作本公司收入。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30420-YC",
      "companyId": "YC30420",
      "title": "Cua：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/cua",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队3人，状态Active。共享自备计算机/虚拟桌面及Agent访问、远程中继和跨设备会话。 当前官网明确不出租或托管计算机，云账单由客户自付；旧VM框架路线与现行共享服务分开。官网、公开仓库可读，未安装、运行或复现实验。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30420-LAUNCH1",
      "companyId": "YC30420",
      "title": "c/ua - Docker Container for Computer-Use Agents",
      "url": "https://www.ycombinator.com/launches/NJc-c-ua-docker-container-for-computer-use-agents",
      "publishedAt": "2025-04-17",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "共享自备计算机/虚拟桌面及Agent访问、远程中继和跨设备会话。 当前官网明确不出租或托管计算机，云账单由客户自付；旧VM框架路线与现行共享服务分开。官网、公开仓库可读，未安装、运行或复现实验。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30428-YC",
      "companyId": "YC30428",
      "title": "Capacitive：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/capacitive",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人，状态Active。为Agent提供数据网关、上下文和权限；历史产品为无代码Agent构建。 当前官网仅联系入口，主营依据YC自述；2025免费测试说明不证明当前开放、付费或数据权限控制有效。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30428-LAUNCH1",
      "companyId": "YC30428",
      "title": "Capacitive:  AI Agent Building for Knowledge Workers",
      "url": "https://www.ycombinator.com/launches/NdC-capacitive-ai-agent-building-for-knowledge-workers",
      "publishedAt": "2025-05-29",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "为Agent提供数据网关、上下文和权限；历史产品为无代码Agent构建。 当前官网仅联系入口，主营依据YC自述；2025免费测试说明不证明当前开放、付费或数据权限控制有效。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30448-YC",
      "companyId": null,
      "title": "PgDog：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/pgdog",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队3人，状态Active。PostgreSQL分片/连接池；SQL解析、AI客户及创始人旧PostgresML经历不足以证明当前公司AI主营，融资不是收入。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30448-LAUNCH1",
      "companyId": null,
      "title": "PgDog: Scaling PostgreSQL",
      "url": "https://www.ycombinator.com/launches/NZE-pgdog-scaling-postgresql",
      "publishedAt": "2025-05-21",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "PostgreSQL分片/连接池；SQL解析、AI客户及创始人旧PostgresML经历不足以证明当前公司AI主营，融资不是收入。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30452-YC",
      "companyId": null,
      "title": "Better Auth：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/better-auth",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队4人，状态Active。TypeScript身份认证；官网确有Agent/MCP认证模块，但通用认证与AI设施的主营/收入占比未核，不因客户Logo或新模块直接入表。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30452-LAUNCH1",
      "companyId": null,
      "title": "Better Auth - The Authentication Framework for TypeScript",
      "url": "https://www.ycombinator.com/launches/NUm-better-auth-the-authentication-framework-for-typescript",
      "publishedAt": "2025-05-13",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "TypeScript身份认证；官网确有Agent/MCP认证模块，但通用认证与AI设施的主营/收入占比未核，不因客户Logo或新模块直接入表。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30454-YC",
      "companyId": "YC30454",
      "title": "Refresh：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/refresh",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队8人，状态Active。提供软件工程、计算机操作等可评分的强化学习训练环境。 官网可读，描述由专家建立及检查任务；未取得独立训练增益、完整任务集或客户合同，不将行业基准总分归公司。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30454-LAUNCH1",
      "companyId": "YC30454",
      "title": "Refresh - RL Training Gyms",
      "url": "https://www.ycombinator.com/launches/Ncy-refresh-rl-training-gyms",
      "publishedAt": "2025-05-28",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "提供软件工程、计算机操作等可评分的强化学习训练环境。 官网可读，描述由专家建立及检查任务；未取得独立训练增益、完整任务集或客户合同，不将行业基准总分归公司。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30492-YC",
      "companyId": "AI030",
      "title": "Prism：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/prism",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人，状态Active。沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30492-LAUNCH1",
      "companyId": "AI030",
      "title": "Prism: Lightning fast inference for coding agents",
      "url": "https://www.ycombinator.com/launches/UOa-prism-lightning-fast-inference-for-coding-agents",
      "publishedAt": "2026-09-24",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30492-LAUNCH2",
      "companyId": "AI030",
      "title": "Prism - AI for the Next Generation of Media",
      "url": "https://www.ycombinator.com/launches/PHU-prism-ai-for-the-next-generation-of-media",
      "publishedAt": "2026-01-27",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30492-LAUNCH3",
      "companyId": "AI030",
      "title": "Prism - AI that watches session replays and tells developers what to fix 🔍",
      "url": "https://www.ycombinator.com/launches/NVC-prism-ai-that-watches-session-replays-and-tells-developers-what-to-fix",
      "publishedAt": "2025-05-13",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30494-YC",
      "companyId": "YC30494",
      "title": "Nixo：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/nixo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队6人，状态Active。整合客户、代码与工作上下文，协调FDE交付，并以AI辅助需求接入。 官网可读；2025年100名FDE访谈不等付费用户，页面Salesforce年合同185000美元为示例客户对象，不是Nixo已确认收入。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30494-LAUNCH1",
      "companyId": "YC30494",
      "title": "Nixo - The first ops platform for forward deployed engineers",
      "url": "https://www.ycombinator.com/launches/OCq-nixo-the-first-ops-platform-for-forward-deployed-engineers",
      "publishedAt": "2025-08-15",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "整合客户、代码与工作上下文，协调FDE交付，并以AI辅助需求接入。 官网可读；2025年100名FDE访谈不等付费用户，页面Salesforce年合同185000美元为示例客户对象，不是Nixo已确认收入。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30502-YC",
      "companyId": null,
      "title": "NODI Energy：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/nodi-energy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人，状态Active。电池/分布式能源及历史AI硬件供电；属于AI产业邻接业务，当前模型/Agent核心交付未确认，容量管线和可退款预约金非收入。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30502-LAUNCH1",
      "companyId": null,
      "title": "NODI Energy - Distributed Energy Infrastructure to Rewire the Grid",
      "url": "https://www.ycombinator.com/launches/Sm1-nodi-energy-distributed-energy-infrastructure-to-rewire-the-grid",
      "publishedAt": "2026-08-14",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "电池/分布式能源及历史AI硬件供电；属于AI产业邻接业务，当前模型/Agent核心交付未确认，容量管线和可退款预约金非收入。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30502-LAUNCH2",
      "companyId": null,
      "title": "PowerMatrix: Efficient and Compact Power Supply for AI Hardware",
      "url": "https://www.ycombinator.com/launches/Ndx-powermatrix-efficient-and-compact-power-supply-for-ai-hardware",
      "publishedAt": "2025-05-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "电池/分布式能源及历史AI硬件供电；属于AI产业邻接业务，当前模型/Agent核心交付未确认，容量管线和可退款预约金非收入。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30514-YC",
      "companyId": "YC30514",
      "title": "Scalar Field：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/scalar-field",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队3人，状态Active。以Agent连接金融研究、回测及事件驱动交易执行。 2025年5月发布自述约800付费交易者、逾34000注册和74000美元符号月收入，期间/币种/经常性未给；不能升级MRR或当前ARR。2026约300ms执行为厂商自测，非独立收益证明。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30514-LAUNCH1",
      "companyId": "YC30514",
      "title": "Scalar Field | The agentic trading desk",
      "url": "https://www.ycombinator.com/launches/RZm-scalar-field-the-agentic-trading-desk",
      "publishedAt": "2026-07-16",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以Agent连接金融研究、回测及事件驱动交易执行。 2025年5月发布自述约800付费交易者、逾34000注册和74000美元符号月收入，期间/币种/经常性未给；不能升级MRR或当前ARR。2026约300ms执行为厂商自测，非独立收益证明。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30514-LAUNCH2",
      "companyId": "YC30514",
      "title": "Scalar Field: Reinventing the Trading Terminal, One Intelligent Agent at a Time",
      "url": "https://www.ycombinator.com/launches/NSw-scalar-field-reinventing-the-trading-terminal-one-intelligent-agent-at-a-time",
      "publishedAt": "2025-05-08",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以Agent连接金融研究、回测及事件驱动交易执行。 2025年5月发布自述约800付费交易者、逾34000注册和74000美元符号月收入，期间/币种/经常性未给；不能升级MRR或当前ARR。2026约300ms执行为厂商自测，非独立收益证明。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30520-YC",
      "companyId": "YC30520",
      "title": "Synthetic Society：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/synthetic-society",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人，状态Active。YC当前描述合成营销视频，2025年发布则为模拟用户进行应用QA。 当前官网只取得名称及申请加入，当前创意业务按YC自述暂分C08；历史AI测试业务明确，转型时间、独立法律主体和现行交付仍待核。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30520-LAUNCH1",
      "companyId": "YC30520",
      "title": "Synthetic Society | Synthetic Users to Simulate Real Users",
      "url": "https://www.ycombinator.com/launches/O7g-synthetic-society-synthetic-users-to-simulate-real-users",
      "publishedAt": "2025-08-05",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC当前描述合成营销视频，2025年发布则为模拟用户进行应用QA。 当前官网只取得名称及申请加入，当前创意业务按YC自述暂分C08；历史AI测试业务明确，转型时间、独立法律主体和现行交付仍待核。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30536-YC",
      "companyId": "YC30536",
      "title": "Propolis：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/propolis",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人，状态Acquired。用AI浏览器代理模拟用户、检查应用流程。 YC标记Acquired；当前官网读取502，不确认停服或收购条件。历史全覆盖和替代QA为厂商主张，首批赠礼不是付费客户证明。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30536-LAUNCH1",
      "companyId": "YC30536",
      "title": "Propolis: Building Synthetic Users",
      "url": "https://www.ycombinator.com/launches/NYt-propolis-building-synthetic-users",
      "publishedAt": "2025-05-20",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用AI浏览器代理模拟用户、检查应用流程。 YC标记Acquired；当前官网读取502，不确认停服或收购条件。历史全覆盖和替代QA为厂商主张，首批赠礼不是付费客户证明。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30538-YC",
      "companyId": "YC30538",
      "title": "Den：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/den",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人，状态Active。当前站点为AI互动故事与聊天，历史为知识工作Agent协作空间。 YC链接getden.io重定向Den of Us，首页明确AI叙事；产品转型、实际经营主体及收入未核，不将历史Slack/Notion类空间当当前主营。创始人旧团队规模不迁入Den。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30538-LAUNCH1",
      "companyId": "YC30538",
      "title": "Den: Cursor for knowledge workers",
      "url": "https://www.ycombinator.com/launches/NZ9-den-cursor-for-knowledge-workers",
      "publishedAt": "2025-05-21",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前站点为AI互动故事与聊天，历史为知识工作Agent协作空间。 YC链接getden.io重定向Den of Us，首页明确AI叙事；产品转型、实际经营主体及收入未核，不将历史Slack/Notion类空间当当前主营。创始人旧团队规模不迁入Den。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30556-YC",
      "companyId": null,
      "title": "Cascade Space：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/cascade-space",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队7人，状态Active。深空通信网络及工程设计软件；未找到明确AI核心业务依据，未来容量和地面站计划非收入。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30556-LAUNCH1",
      "companyId": null,
      "title": "Cascade Designer - Spacecraft communication system design software",
      "url": "https://www.ycombinator.com/launches/P2C-cascade-designer-spacecraft-communication-system-design-software",
      "publishedAt": "2025-12-16",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "深空通信网络及工程设计软件；未找到明确AI核心业务依据，未来容量和地面站计划非收入。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30556-LAUNCH2",
      "companyId": null,
      "title": "Cascade Space - Deep space communications as a service",
      "url": "https://www.ycombinator.com/launches/NWR-cascade-space-deep-space-communications-as-a-service",
      "publishedAt": "2025-05-15",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "深空通信网络及工程设计软件；未找到明确AI核心业务依据，未来容量和地面站计划非收入。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30560-YC",
      "companyId": null,
      "title": "Foundation Industries：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/foundation-industries",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队5人，状态Active。CNC机械制造；服务科技或硬件客户不能证明本公司AI主营，短交期宣传非AI能力验证。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30592-YC",
      "companyId": "YC30592",
      "title": "Prox：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/prox",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队3人，状态Active。为物流流程构建Agent，历史首用例为承运人索赔自动化。 当前YC描述空缺、官网超时，2025年公司发布提供AI业务依据；ShipBob包裹量及预期退款是客户规模/目标，非Prox收入，当前运营待核。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30592-LAUNCH1",
      "companyId": "YC30592",
      "title": "Prox: digital co-workers for logistics operations",
      "url": "https://www.ycombinator.com/launches/Oow-prox-digital-co-workers-for-logistics-operations",
      "publishedAt": "2025-11-11",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "为物流流程构建Agent，历史首用例为承运人索赔自动化。 当前YC描述空缺、官网超时，2025年公司发布提供AI业务依据；ShipBob包裹量及预期退款是客户规模/目标，非Prox收入，当前运营待核。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30604-YC",
      "companyId": "AI014",
      "title": "Parametric：YC当前资料复核",
      "url": "https://www.ycombinator.com/companies/parametric",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队7人，状态Active。沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。",
      "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。"
    },
    {
      "id": "UNCLEAR1-30604-LAUNCH1",
      "companyId": "AI014",
      "title": "Parametric: RL for Robotics",
      "url": "https://www.ycombinator.com/launches/Op7-parametric-rl-for-robotics",
      "publishedAt": "2025-11-12",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。",
      "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。"
    },
    {
      "id": "UNCLEAR1-30238-HOME",
      "companyId": "YC30238",
      "title": "Amby Health：当前官网",
      "url": "https://www.tryamby.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "短信健康教练与穿戴数据、主动跟进及邀请入口。",
      "limitation": "当前价格、医疗效果和支付情况未核。"
    },
    {
      "id": "UNCLEAR1-30408-HOME",
      "companyId": "YC30408",
      "title": "Autostep：当前官网",
      "url": "https://www.autostep.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "知识工作成本分析与自动化机会；页面含客户浪费成本示例。",
      "limitation": "十万美元以上浪费示例不是公司收入，效果及监测边界未实测。"
    },
    {
      "id": "UNCLEAR1-30412-HOME",
      "companyId": "YC30412",
      "title": "Bloom：当前官网",
      "url": "https://bloom.diy/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "对话构建原生移动应用及后端，Android早期访问。",
      "limitation": "演示、应用数量及创始人旧项目不等付费经营规模。"
    },
    {
      "id": "UNCLEAR1-30420-HOME",
      "companyId": "YC30420",
      "title": "Cua：当前官网",
      "url": "https://cua.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自备计算机的共享桌面与中继：Free 2会话/20远程小时；Pro月付18、年付180，Teams每席月付30、年付300（原文美元符号）。",
      "limitation": "云VM费用由客户另付，非云算力转售。Spaces为FSL-1.1-MIT，Driver/Lume标为MIT；SSO/审计导出及部分审计功能待上线，未运行或验证安全。价格不是实收。"
    },
    {
      "id": "UNCLEAR1-30454-HOME",
      "companyId": "YC30454",
      "title": "Refresh：当前官网",
      "url": "https://www.refresh.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "提供软件世界、计算机操作等可评分RL任务；专家制作及验证任务。",
      "limitation": "公开技术自述不是独立训练效果、任务覆盖或真实商业使用证明。"
    },
    {
      "id": "UNCLEAR1-30494-HOME",
      "companyId": "YC30494",
      "title": "Nixo：当前官网",
      "url": "https://www.withnixo.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "客户/代码/交付协调及AI需求接入，页面含Salesforce合同示例。",
      "limitation": "示例185000美元年合同不是Nixo公司已确认收入；客户规模和实际付费仍待核。"
    },
    {
      "id": "UNCLEAR1-30514-HOME",
      "companyId": "YC30514",
      "title": "Scalar Field：当前官网",
      "url": "https://scalarfield.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前首页为AI交易工作台入口。",
      "limitation": "无最新收入数字，不把旧月收入更新为当前MRR。"
    },
    {
      "id": "UNCLEAR1-30538-HOME",
      "companyId": "YC30538",
      "title": "Den：当前官网",
      "url": "https://denofus.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC所链getden.io转向Den of Us，首页为免费AI互动故事/聊天入口。",
      "limitation": "域名重定向支持产品关联，不能独立证明法律主体；免费不等无未来收入。"
    },
    {
      "id": "UNCLEAR1-30448-HOME",
      "companyId": null,
      "title": "PgDog：当前官网",
      "url": "https://pgdog.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前PostgreSQL分片、连接池及融资介绍。",
      "limitation": "普通数据库能力和AI客户不是AI主营证据；融资不作收入。"
    },
    {
      "id": "UNCLEAR1-30452-HOME",
      "companyId": null,
      "title": "Better Auth：当前官网",
      "url": "https://better-auth.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "通用TypeScript身份认证，包含面向AI Agent/MCP的认证、委托及令牌能力。",
      "limitation": "AI模块存在，但主营/收入占比及产品历史与YC2025成立仍需核；客户Logo不作付费证据。"
    },
    {
      "id": "UNCLEAR1-30502-HOME",
      "companyId": null,
      "title": "NODI Energy：当前官网",
      "url": "https://www.nodienergy.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "电池、能源控制及家庭/商业电网；69英镑可退款预约入口。",
      "limitation": "省电估算、管线及容量不等收入；未据电力/硬件AI邻接关系确认AI核心交付。"
    },
    {
      "id": "UNCLEAR1-30556-HOME",
      "companyId": null,
      "title": "Cascade Space：当前官网",
      "url": "https://www.cascadespace.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "深空通信网络及通信系统设计软件，网络容量含未来计划。",
      "limitation": "未发现明确AI核心交付；上线/容量时点与当前运营待核。"
    },
    {
      "id": "UNCLEAR1-30560-HOME",
      "companyId": null,
      "title": "Foundation Industries：当前官网",
      "url": "https://www.foundation-industries.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "低量多样CNC机械制造及合条件短交期。",
      "limitation": "未发现明确AI主营；硬件客户和交期宣传不能证明AI能力。"
    },
    {
      "id": "UNCLEAR1-30420-CODE",
      "companyId": "YC30420",
      "title": "Cua公开仓库README与组件索引",
      "url": "https://github.com/trycua/cua",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "可读共享桌面、Driver、Lume及SDK组件说明；Spaces源可见许可与MIT组件分开。",
      "limitation": "只阅读公开材料，未安装运行、检查全部源码或复现旧97%性能主张，不作独立安全或成功率证明。"
    },
    {
      "id": "UNCLEAR1-INDEX",
      "companyId": null,
      "title": "YC原AI不明候选首批24项复核边界",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "按原覆盖审计ai-unclear顺序取首24项，17关联公司（14新增、3复用），7保留AI主营待核。",
      "limitation": "仅24/192项复核，未穷尽该池；原发现计数/快照不改，当前年份和公司经营仍属公开自述。"
    },
    {
      "id": "UNCLEAR2-30616-YC",
      "companyId": null,
      "title": "args：当前YC资料",
      "url": "https://www.ycombinator.com/companies/args",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队2人，状态Active。当前为代码托管/协作入口；首页含用户发布的AI项目不证明平台本身AI主营，YC短描述不足。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30619-YC",
      "companyId": null,
      "title": "Shor：当前YC资料",
      "url": "https://www.ycombinator.com/companies/shor",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队4人，状态Active。国际薪酬/EOR与跨境支付服务；自动发薪和合规并不自动证明AI核心业务。页面工资、余额和平台费是演示，非公司实际经营数字。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30631-YC",
      "companyId": "YC30631",
      "title": "Null Labs：当前YC资料",
      "url": "https://www.ycombinator.com/companies/null-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队2人，状态Active。为自主系统提供传感器仿真、合成图像数据及闭环测试设施。 官网明确感知模型数据与测试用途，据此补足AI设施依据；10倍边缘场景覆盖为厂商宣传，未运行或取得独立评测。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30635-YC",
      "companyId": null,
      "title": "Galactic Resource Utilization Space, Inc. (GRU Space)：当前YC资料",
      "url": "https://www.ycombinator.com/companies/galactic-resource-utilization-space-inc-gru-space",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队5人，状态Active。月球栖居/建造项目；自主原型、机器人远景及Nvidia计划不充分证明AI核心交付。2027/2029任务与2032酒店均为计划，观看量、原型成本及预约不是ARR。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30635-LAUNCH1",
      "companyId": null,
      "title": "GRU Space - The Moon Factory",
      "url": "https://www.ycombinator.com/launches/Pfb-gru-space-the-moon-factory",
      "publishedAt": "2026-03-10",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "月球栖居/建造项目；自主原型、机器人远景及Nvidia计划不充分证明AI核心交付。2027/2029任务与2032酒店均为计划，观看量、原型成本及预约不是ARR。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30635-LAUNCH2",
      "companyId": null,
      "title": "GRU Space: First Hotel on the Moon - Applications Open 🌕",
      "url": "https://www.ycombinator.com/launches/P9g-gru-space-first-hotel-on-the-moon-applications-open",
      "publishedAt": "2026-01-12",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "月球栖居/建造项目；自主原型、机器人远景及Nvidia计划不充分证明AI核心交付。2027/2029任务与2032酒店均为计划，观看量、原型成本及预约不是ARR。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30639-YC",
      "companyId": "YC30639",
      "title": "Signals：当前YC资料",
      "url": "https://www.ycombinator.com/companies/signals",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队2人，状态Active。以AI消息店员提供售后、客户关怀和复购推荐；历史发布以短信退换货服务起步。 当前官网iMessage/RCS及2026年AI礼宾发布可读；每会话约30美元复购增收、回复率和毛利提升属于客户业务，不是Signals收入。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30639-LAUNCH1",
      "companyId": "YC30639",
      "title": "Return Signals - proactive high-touch support for e-commerce brands",
      "url": "https://www.ycombinator.com/launches/PV9-return-signals-proactive-high-touch-support-for-e-commerce-brands",
      "publishedAt": "2026-02-23",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以AI消息店员提供售后、客户关怀和复购推荐；历史发布以短信退换货服务起步。 当前官网iMessage/RCS及2026年AI礼宾发布可读；每会话约30美元复购增收、回复率和毛利提升属于客户业务，不是Signals收入。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30656-YC",
      "companyId": null,
      "title": "DeepGrove：当前YC资料",
      "url": "https://www.ycombinator.com/companies/deepgrove",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队3人，状态Active。YC和官网只有设备智能口号，未取得正文、模型/部署或明确主营资料，保留AI及交付范围待核，不因域名和标题入表。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30670-YC",
      "companyId": "YC30670",
      "title": "cocreate：当前YC资料",
      "url": "https://www.ycombinator.com/companies/cocreate",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队10人，状态Active。用AI辅助备份、音画同步、代理文件及素材整理，输出至既有剪辑工具。 历史AI发布明确；当前官网本轮无法读取，不确认功能及商用规模。创始人作品播放量、项目耗时节省不作公司收入。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30670-LAUNCH1",
      "companyId": "YC30670",
      "title": "CoCreate — AI-Native video editing tool",
      "url": "https://www.ycombinator.com/launches/OCp-cocreate-ai-native-video-editing-tool",
      "publishedAt": "2025-08-18",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用AI辅助备份、音画同步、代理文件及素材整理，输出至既有剪辑工具。 历史AI发布明确；当前官网本轮无法读取，不确认功能及商用规模。创始人作品播放量、项目耗时节省不作公司收入。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30692-YC",
      "companyId": null,
      "title": "Costream：当前YC资料",
      "url": "https://www.ycombinator.com/companies/costream",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队8人，状态Active。YC一句话为数字产品索引人类对话，官网仅公司名与联系入口；数据用途、AI模型/产品及买家不明确。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30704-YC",
      "companyId": null,
      "title": "Albacore Inc.：当前YC资料",
      "url": "https://www.ycombinator.com/companies/albacore-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队18人，状态Active。自主水下系统；已明确机器人/导航交付，但本轮资料未说明学习模型或AI核心实现，AI主营资格继续待核。创始人旧公司合同、采购履历和融资不能作本公司收入。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30704-LAUNCH1",
      "companyId": null,
      "title": "🌊 Albacore – Autonomous micro-submarines",
      "url": "https://www.ycombinator.com/launches/O5L-albacore-autonomous-micro-submarines",
      "publishedAt": "2025-07-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自主水下系统；已明确机器人/导航交付，但本轮资料未说明学习模型或AI核心实现，AI主营资格继续待核。创始人旧公司合同、采购履历和融资不能作本公司收入。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30706-YC",
      "companyId": "YC30706",
      "title": "Solva：当前YC资料",
      "url": "https://www.ycombinator.com/companies/solva",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队7人，状态Active。以AI辅助保险理赔审核，当前官网扩展到保险风险与覆盖设施。 2025年理赔Agent及当前AI风险设施资料可读；官网150M保费、300000风险及160M融资为团队此前事业，不是Solva收入。认证仅自述，未查证报告。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30706-LAUNCH1",
      "companyId": "YC30706",
      "title": "Solva: Harvey for insurance",
      "url": "https://www.ycombinator.com/launches/O7o-solva-harvey-for-insurance",
      "publishedAt": "2025-08-07",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以AI辅助保险理赔审核，当前官网扩展到保险风险与覆盖设施。 2025年理赔Agent及当前AI风险设施资料可读；官网150M保费、300000风险及160M融资为团队此前事业，不是Solva收入。认证仅自述，未查证报告。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30708-YC",
      "companyId": null,
      "title": "Perseus Defense：当前YC资料",
      "url": "https://www.ycombinator.com/companies/perseus-defense",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队3人，状态Active。自主反无人机实体系统；公开资料明确自动跟踪与制导，但尚未补足AI模型或核心AI业务证据，创始人机器学习履历不替代产品证据。成本宣传、访谈和合作意向不作收入。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30708-LAUNCH1",
      "companyId": null,
      "title": "Perseus Defense 🚀 Building America's Iron Dome for Drones",
      "url": "https://www.ycombinator.com/launches/Ntm-perseus-defense-building-america-s-iron-dome-for-drones",
      "publishedAt": "2025-07-04",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自主反无人机实体系统；公开资料明确自动跟踪与制导，但尚未补足AI模型或核心AI业务证据，创始人机器学习履历不替代产品证据。成本宣传、访谈和合作意向不作收入。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30777-YC",
      "companyId": "YC30777",
      "title": "Modelence：当前YC资料",
      "url": "https://www.ycombinator.com/companies/modelence",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队3人，状态Active。部署及托管应用后端、数据库与定时任务，并提供Agent接入及自动运维。 官网明确由Agent部署/运维并接入编码Agent，补足原短简介未有的AI设施描述；通用云/确定性自动化与AI贡献仍需拆分。CodeSignal500M是旧公司平台描述，非Modelence收入。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30777-LAUNCH1",
      "companyId": "YC30777",
      "title": "Modelence: all-in-one TypeScript platform for startups",
      "url": "https://www.ycombinator.com/launches/O5R-modelence-all-in-one-typescript-platform-for-startups",
      "publishedAt": "2025-07-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "部署及托管应用后端、数据库与定时任务，并提供Agent接入及自动运维。 官网明确由Agent部署/运维并接入编码Agent，补足原短简介未有的AI设施描述；通用云/确定性自动化与AI贡献仍需拆分。CodeSignal500M是旧公司平台描述，非Modelence收入。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30781-YC",
      "companyId": null,
      "title": "Duranium：当前YC资料",
      "url": "https://www.ycombinator.com/companies/duranium",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队12人，状态Active。金属生产工艺和工厂；未取得AI核心交付依据。2029产量份额及目标EBITDA率是预测，不是现有利润或收入。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30781-LAUNCH1",
      "companyId": null,
      "title": "Duranium — Reshoring critical metal production",
      "url": "https://www.ycombinator.com/launches/ONO-duranium-reshoring-critical-metal-production",
      "publishedAt": "2025-09-09",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "金属生产工艺和工厂；未取得AI核心交付依据。2029产量份额及目标EBITDA率是预测，不是现有利润或收入。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30786-YC",
      "companyId": null,
      "title": "Munify：当前YC资料",
      "url": "https://www.ycombinator.com/companies/munify",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队4人，状态Active。跨境金融账户/支付；稳定币及区块链不等AI主营，.ai域名不作入表证据。客户资金、费率和投资人不是已核收入。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30798-YC",
      "companyId": null,
      "title": "Ruvo：当前YC资料",
      "url": "https://www.ycombinator.com/companies/ruvo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队11人，状态Active。Ruvo/Cacao同一YC业务链为美元/雷亚尔账户与支付；币种转换和自动结算不等AI主营，历史费率与客户资金不作ARR。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30798-LAUNCH1",
      "companyId": null,
      "title": "Cacao - Brazilians can now receive USD & crypto instantly",
      "url": "https://www.ycombinator.com/launches/OAC-cacao-brazilians-can-now-receive-usd-crypto-instantly",
      "publishedAt": "2025-08-15",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Ruvo/Cacao同一YC业务链为美元/雷亚尔账户与支付；币种转换和自动结算不等AI主营，历史费率与客户资金不作ARR。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30821-YC",
      "companyId": "YC30821",
      "title": "Efference：当前YC资料",
      "url": "https://www.ycombinator.com/companies/efference",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队12人，状态Active。机器人视觉相机、联网与远端推理/训练设施。 2025年学习型深度感知相机发布与当前远端算力路线分开；旧预购称三月交货，当前Stereo标2026年12月，实际交付未核，不将预订或客户成本节省作收入。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30821-LAUNCH1",
      "companyId": "YC30821",
      "title": "Efference - Helping robots see like humans do",
      "url": "https://www.ycombinator.com/launches/Ol5-efference-helping-robots-see-like-humans-do",
      "publishedAt": "2025-11-04",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "机器人视觉相机、联网与远端推理/训练设施。 2025年学习型深度感知相机发布与当前远端算力路线分开；旧预购称三月交货，当前Stereo标2026年12月，实际交付未核，不将预订或客户成本节省作收入。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30846-YC",
      "companyId": "YC30846",
      "title": "Parse：当前YC资料",
      "url": "https://www.ycombinator.com/companies/parse-bot",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队4人，状态Active。由Agent将网站操作转成可调用API/MCP工具，后续执行以网络请求而非持续浏览器控制完成。 官网明确Agent构建及修复API；100倍速度为厂商宣传，旧35000用户不等付费。登录API为付费计划早期测试，企业复杂登录含服务，未运行或取得完整覆盖验证。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30846-LAUNCH1",
      "companyId": "YC30846",
      "title": "Parse - APIs for any website",
      "url": "https://www.ycombinator.com/launches/OnX-parse-apis-for-any-website",
      "publishedAt": "2025-11-08",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "由Agent将网站操作转成可调用API/MCP工具，后续执行以网络请求而非持续浏览器控制完成。 官网明确Agent构建及修复API；100倍速度为厂商宣传，旧35000用户不等付费。登录API为付费计划早期测试，企业复杂登录含服务，未运行或取得完整覆盖验证。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30857-YC",
      "companyId": "YC30857",
      "title": "Aspect：当前YC资料",
      "url": "https://www.ycombinator.com/companies/aspect-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队3人，状态Active。集中存储和流式访问媒体文件，以Agent搜索、整理及协作审片。 2025及2026发布、当前官网可读；演示库、素材大小和旧团队10000小时经验不等客户规模或公司收入，免费迁移不证明无实施成本。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30857-LAUNCH1",
      "companyId": "YC30857",
      "title": "Aspect: Intelligent media storage for creative teams.",
      "url": "https://www.ycombinator.com/launches/QTB-aspect-intelligent-media-storage-for-creative-teams",
      "publishedAt": "2026-05-22",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "集中存储和流式访问媒体文件，以Agent搜索、整理及协作审片。 2025及2026发布、当前官网可读；演示库、素材大小和旧团队10000小时经验不等客户规模或公司收入，免费迁移不证明无实施成本。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30857-LAUNCH2",
      "companyId": "YC30857",
      "title": "🎥 Aspect: AI platform for enterprise media content",
      "url": "https://www.ycombinator.com/launches/Oi8-aspect-ai-platform-for-enterprise-media-content",
      "publishedAt": "2025-10-29",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "集中存储和流式访问媒体文件，以Agent搜索、整理及协作审片。 2025及2026发布、当前官网可读；演示库、素材大小和旧团队10000小时经验不等客户规模或公司收入，免费迁移不证明无实施成本。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30874-YC",
      "companyId": "YC30874",
      "title": "Minro：当前YC资料",
      "url": "https://www.ycombinator.com/companies/minro",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队2人，状态Active。从产品行为丰富用户上下文、识别流失风险并生成个性化挽留触达。 YC自述约80%身份匹配、预测风险和撰写触达，官网自然语言分析及Agent功能；准确率、留存增益和身份关联未独立核验，候补名单与Logo不等付费用户。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30881-YC",
      "companyId": "YC30881",
      "title": "Wardstone：当前YC资料",
      "url": "https://www.ycombinator.com/companies/wardstone",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队8人，状态Active。模块化拦截硬件平台；历史公司发布含红外计算机视觉的自动化演示。 按明确历史CV演示补足AI相关依据；当前模块平台的模型实现和AI占比待核。300万美元SBIR为寻求支持的申请，不是已授予资助或公司收入；不提供系统工程评估。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30881-LAUNCH1",
      "companyId": "YC30881",
      "title": "Wardstone: Satellites for Missile Defense",
      "url": "https://www.ycombinator.com/launches/OpM-wardstone-satellites-for-missile-defense",
      "publishedAt": "2025-11-12",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "模块化拦截硬件平台；历史公司发布含红外计算机视觉的自动化演示。 按明确历史CV演示补足AI相关依据；当前模块平台的模型实现和AI占比待核。300万美元SBIR为寻求支持的申请，不是已授予资助或公司收入；不提供系统工程评估。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30904-YC",
      "companyId": "YC30904",
      "title": "Tensr：当前YC资料",
      "url": "https://www.ycombinator.com/companies/tensr",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队7人，状态Active。以机器人制造机器人，并以生产数据训练规划和运行生产的模型。 当前官网工厂与学习系统路线、2026年发布可读；24小时全流程为目标，实际订单、工厂面积和ISS合作均为公司自述。旧学校科研赞助不作本公司收入，未取得白皮书正文。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30904-LAUNCH1",
      "companyId": "YC30904",
      "title": "Tensr - Robotic Factories that Build Robots from Humanoids to Robots for the International Space Station",
      "url": "https://www.ycombinator.com/launches/TC8-tensr-robotic-factories-that-build-robots-from-humanoids-to-robots-for-the-international-space-station",
      "publishedAt": "2026-08-25",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以机器人制造机器人，并以生产数据训练规划和运行生产的模型。 当前官网工厂与学习系统路线、2026年发布可读；24小时全流程为目标，实际订单、工厂面积和ISS合作均为公司自述。旧学校科研赞助不作本公司收入，未取得白皮书正文。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30904-LAUNCH2",
      "companyId": "YC30904",
      "title": "Tensr: Building Autonomous Robotic Factories",
      "url": "https://www.ycombinator.com/launches/OqQ-tensr-building-autonomous-robotic-factories",
      "publishedAt": "2025-11-14",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以机器人制造机器人，并以生产数据训练规划和运行生产的模型。 当前官网工厂与学习系统路线、2026年发布可读；24小时全流程为目标，实际订单、工厂面积和ISS合作均为公司自述。旧学校科研赞助不作本公司收入，未取得白皮书正文。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30905-YC",
      "companyId": "YC30905",
      "title": "Travo：当前YC资料",
      "url": "https://www.ycombinator.com/companies/travo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队4人，状态Active。用AI通过网络、邮件和电话聚合房地产所有权、价格、分区及经营数据。 当前YC简介为点号、官网无可读正文，2026年公司发布提供明确业务依据；客户300万以上拟购资产与2000亿以上基金规模不是Travo收入，当前运营待核。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30905-LAUNCH1",
      "companyId": "YC30905",
      "title": "Travo — The data infrastructure for real estate",
      "url": "https://www.ycombinator.com/launches/Phe-travo-the-data-infrastructure-for-real-estate",
      "publishedAt": "2026-03-14",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用AI通过网络、邮件和电话聚合房地产所有权、价格、分区及经营数据。 当前YC简介为点号、官网无可读正文，2026年公司发布提供明确业务依据；客户300万以上拟购资产与2000亿以上基金规模不是Travo收入，当前运营待核。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30922-YC",
      "companyId": null,
      "title": "Selfin：当前YC资料",
      "url": "https://www.ycombinator.com/companies/selfin",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队2人，状态Active。预测市场流动性及事件风险合同；服务AI云客户的风险示例不证明Selfin自身AI主营，合约资金、名义敞口和估值目标不等公司收入。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30922-LAUNCH1",
      "companyId": null,
      "title": "Selfin: protect the risk no one else covers",
      "url": "https://www.ycombinator.com/launches/Opo-selfin-protect-the-risk-no-one-else-covers",
      "publishedAt": "2025-11-12",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "预测市场流动性及事件风险合同；服务AI云客户的风险示例不证明Selfin自身AI主营，合约资金、名义敞口和估值目标不等公司收入。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30933-YC",
      "companyId": "YC30933",
      "title": "Nucleo：当前YC资料",
      "url": "https://www.ycombinator.com/companies/nucleo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队2人，状态Active。以AI分析CT影像、量化身体成分和病灶并辅助肿瘤工作流。 2025年发布与当前官网可读；98%专家一致、2500倍分割速度为厂商研究主张，未取得独立临床验证、监管许可或付费合同。医院合作标志不等收入，临床目标不当已证疗效。",
      "limitation": "公司自述字段，业务截至日及法律注册未独立核验；原发现ai-unclear保持不变。"
    },
    {
      "id": "UNCLEAR2-30933-LAUNCH1",
      "companyId": "YC30933",
      "title": "Nucleo: Automated Cancer Diagnostics",
      "url": "https://www.ycombinator.com/launches/Okn-nucleo-automated-cancer-diagnostics",
      "publishedAt": "2025-11-04",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以AI分析CT影像、量化身体成分和病灶并辅助肿瘤工作流。 2025年发布与当前官网可读；98%专家一致、2500倍分割速度为厂商研究主张，未取得独立临床验证、监管许可或付费合同。医院合作标志不等收入，临床目标不当已证疗效。",
      "limitation": "公司历史自述，与现行官网及业务时点分开；客户金额、旧事业、性能、目标或融资不作本公司可比ARR。"
    },
    {
      "id": "UNCLEAR2-30616-HOME",
      "companyId": null,
      "title": "args：当前官网读取",
      "url": "https://args.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "代码仓库发现/托管界面，含用户发布的AI项目。",
      "limitation": "没有当前平台AI主营正文；用户项目不能作平台AI核心产品证据。"
    },
    {
      "id": "UNCLEAR2-30619-HOME",
      "companyId": null,
      "title": "Shor：当前官网读取",
      "url": "https://shorpay.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "国际薪酬、EOR及跨境支付；页面含演示工资/余额。",
      "limitation": "演示金额和自动化功能不作已核收入或AI能力。"
    },
    {
      "id": "UNCLEAR2-30631-HOME",
      "companyId": "YC30631",
      "title": "Null Labs：当前官网读取",
      "url": "https://n0labs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "感知系统的传感器仿真、合成图像及SITL测试。",
      "limitation": "10倍覆盖为厂商宣传；客户/机构Logo不等合同，未运行或独立评测。"
    },
    {
      "id": "UNCLEAR2-30635-HOME",
      "companyId": null,
      "title": "Galactic Resource Utilization Space, Inc. (GRU Space)：当前官网读取",
      "url": "https://www.gru.space/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "月球酒店和基础设施计划；当前网站首任务时间线显示2029，酒店2032。",
      "limitation": "YC曾描述2027任务，时点变化保留待核；原型、预约与计划不作已完成部署或ARR。"
    },
    {
      "id": "UNCLEAR2-30656-HOME",
      "companyId": null,
      "title": "DeepGrove：当前官网读取",
      "url": "https://deepgrove.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "仅取得Frontier Intelligence On Any Device标题，未取得可读正文。",
      "limitation": "不能根据标题或.ai域名确认模型/主营、技术实力及收入。"
    },
    {
      "id": "UNCLEAR2-30692-HOME",
      "companyId": null,
      "title": "Costream：当前官网读取",
      "url": "https://www.costream.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "仅取得公司名称、地址及联系入口。",
      "limitation": "不补造对话数据用途、AI训练客户或商业模式。"
    },
    {
      "id": "UNCLEAR2-30704-HOME",
      "companyId": null,
      "title": "Albacore Inc.：当前官网读取",
      "url": "https://www.albacore.inc/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自主水下系统，导航/分析及视觉感知宣传。",
      "limitation": "未取得明确学习模型或AI核心实现；融资与实体规格不作AI效果或收入证明。"
    },
    {
      "id": "UNCLEAR2-30706-HOME",
      "companyId": "YC30706",
      "title": "Solva：当前官网读取",
      "url": "https://solvatechnology.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前AI保险风险设施；150M保费、300000风险和160M融资为团队此前事业。",
      "limitation": "旧事业保费不是Solva当前收入；平台毛保费与净佣金/软件费待拆，认证仅见自述。"
    },
    {
      "id": "UNCLEAR2-30708-HOME",
      "companyId": null,
      "title": "Perseus Defense：当前官网读取",
      "url": "https://www.perseusdefense.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自主反无人机实体系统及成本宣传。",
      "limitation": "自动制导不自动等AI模型；成本与研发关系不是收入，不作系统工程或性能验证。"
    },
    {
      "id": "UNCLEAR2-30777-HOME",
      "companyId": "YC30777",
      "title": "Modelence：当前官网读取",
      "url": "https://modelence.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "应用生产云，官网称由Agent部署/运营后端数据库和定时任务，连接编码Agent，提供托管运维。",
      "limitation": "原型界面/20000开发者不是付费规模；自动重启与AI运维占比待核，未部署或读取网站技能指令执行。"
    },
    {
      "id": "UNCLEAR2-30781-HOME",
      "companyId": null,
      "title": "Duranium：当前官网读取",
      "url": "https://duranium.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "关键金属生产工艺、工厂和试验设施。",
      "limitation": "未取得AI核心业务说明；产业预测、利润目标和国家产量不作本公司经营实绩。"
    },
    {
      "id": "UNCLEAR2-30786-HOME",
      "companyId": null,
      "title": "Munify：当前官网读取",
      "url": "https://www.munify.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "稳定币和区块链支付渠道的跨境账户及结算。",
      "limitation": "金融自动化、域名和客户资金不等AI主营或公司收入。"
    },
    {
      "id": "UNCLEAR2-30798-HOME",
      "companyId": null,
      "title": "Ruvo：当前官网读取",
      "url": "https://ruvo.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "巴西全球账户、Pix及美元/BRL资金服务。",
      "limitation": "客户资金、收益和费率不等公司经常性收入，未取得AI主营说明。"
    },
    {
      "id": "UNCLEAR2-30821-HOME",
      "companyId": "YC30821",
      "title": "Efference：当前官网读取",
      "url": "https://efference.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前机器人相机、网络与远端推理/训练，Stereo标2026年12月。",
      "limitation": "2025预购曾称三月交货；未来日期与实际交付分开，硬件、训练、网络和推理收入需拆。"
    },
    {
      "id": "UNCLEAR2-30846-HOME",
      "companyId": "YC30846",
      "title": "Parse：当前官网读取",
      "url": "https://parse.bot/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Agent构建/修复网站API，按调用及私有构建计量；私有新建75、修改50credits，注册200赠额。",
      "limitation": "登录API为付费早期测试；市场免费与私有/企业服务收费不同，积分、报价和旧用户数非收入，100倍速度未验证。"
    },
    {
      "id": "UNCLEAR2-30857-HOME",
      "companyId": "YC30857",
      "title": "Aspect：当前官网读取",
      "url": "https://aspect.inc/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "媒体存储、流式素材、协作审片和AI自动整理。",
      "limitation": "页面演示素材/文件数不是实际客户经营数据；存储/流量及人工迁移成本未核。"
    },
    {
      "id": "UNCLEAR2-30874-HOME",
      "companyId": "YC30874",
      "title": "Minro：当前官网读取",
      "url": "https://minro.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "客户情报、行为数据、自然语言分析及Agent触达入口。",
      "limitation": "候补名单和Logo不等付费；约80%身份匹配为YC自述，未独立验证准确率或隐私控制。"
    },
    {
      "id": "UNCLEAR2-30881-HOME",
      "companyId": "YC30881",
      "title": "Wardstone：当前官网读取",
      "url": "https://wardstone.space/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前模块化实体拦截平台。",
      "limitation": "历史红外CV演示提供AI关联；当前AI架构和占比未知，资金申请不作已授予合同或收入。"
    },
    {
      "id": "UNCLEAR2-30904-HOME",
      "companyId": "YC30904",
      "title": "Tensr：当前官网读取",
      "url": "https://www.tensr.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "机器人制造工厂和从生产数据训练规划/生产模型的路线。",
      "limitation": "现有工厂与无人化目标分开；白皮书需申请，本轮未取得正文，ISS合作未独立核验。"
    },
    {
      "id": "UNCLEAR2-30905-HOME",
      "companyId": "YC30905",
      "title": "Travo：当前官网读取",
      "url": "https://www.travoai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "只取得房地产数据标题，无可读正文。",
      "limitation": "业务依据为2026年YC公司发布，不声称官网当前全文已读或运营已核。"
    },
    {
      "id": "UNCLEAR2-30922-HOME",
      "companyId": null,
      "title": "Selfin：当前官网读取",
      "url": "https://selfin.app/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "仅取得风险保护标题，无可读正文。",
      "limitation": "业务依据为官方YC描述和历史发布，AI主营仍待补证。"
    },
    {
      "id": "UNCLEAR2-30933-HOME",
      "companyId": "YC30933",
      "title": "Nucleo：当前官网读取",
      "url": "https://nucleoresearch.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI自动CT分析、身体成分/肌少症与病灶分类。",
      "limitation": "网页计数动画不能可靠读数，数值仅引用有日期发布；未核独立临床验证、监管许可或医院付费。"
    },
    {
      "id": "UNCLEAR2-INDEX",
      "companyId": null,
      "title": "原AI不明候选第二批24项边界",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原192项中第25—48项：13新增公司，11仍AI主营待核，无重复公司。",
      "limitation": "原发现审计不改，累计本轮两批48项及此前OpenSEO1项；其余143项继续补核，不称全来源覆盖。"
    },
    {
      "id": "UNCLEAR3-30959-YC",
      "companyId": "YC30959",
      "title": "Kalpa Labs：YC当前复核",
      "url": "https://www.ycombinator.com/companies/kalpa-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队3、状态Active。研发统一识别、合成和语音上下文任务的通用语音模型，当前公开TTS API。 当前官网kalpa-tts-1英/印地语、11音色及三个月1000免费分钟；旧800M—4.8B模型、200万小时数据与千美元以下训练成本均自述。官网转引的榜单未在本轮独立核，不作通用能力排名。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-30959-LAUNCH1",
      "companyId": "YC30959",
      "title": "Kalpa Labs: Scaling Generalist Speech Models",
      "url": "https://www.ycombinator.com/launches/Op4-kalpa-labs-scaling-generalist-speech-models",
      "publishedAt": "2025-11-11",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "研发统一识别、合成和语音上下文任务的通用语音模型，当前公开TTS API。 当前官网kalpa-tts-1英/印地语、11音色及三个月1000免费分钟；旧800M—4.8B模型、200万小时数据与千美元以下训练成本均自述。官网转引的榜单未在本轮独立核，不作通用能力排名。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-30964-YC",
      "companyId": null,
      "title": "Sava Trust Company：YC当前复核",
      "url": "https://www.ycombinator.com/companies/sava-trust-company",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队8、状态Active。信托与遗产服务；当前YC和极短发布未给AI核心任务，官网无法读取，继续待核。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-30964-LAUNCH1",
      "companyId": null,
      "title": "Sava",
      "url": "https://www.ycombinator.com/launches/OkS-sava",
      "publishedAt": "2025-11-03",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "信托与遗产服务；当前YC和极短发布未给AI核心任务，官网无法读取，继续待核。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-30973-YC",
      "companyId": null,
      "title": "General Astronautics：YC当前复核",
      "url": "https://www.ycombinator.com/companies/generalastro",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队4、状态Active。太空实验/制造机器人，当前口号含superintelligent，但官网只有联系入口，历史仅自主实验流程；学习模型/AI核心业务仍需补证。宇航员工时成本不作公司收入。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-30973-LAUNCH1",
      "companyId": null,
      "title": "General Astronautics — Robots for Space",
      "url": "https://www.ycombinator.com/launches/PY8-general-astronautics-robots-for-space",
      "publishedAt": "2026-02-26",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "太空实验/制造机器人，当前口号含superintelligent，但官网只有联系入口，历史仅自主实验流程；学习模型/AI核心业务仍需补证。宇航员工时成本不作公司收入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-30978-YC",
      "companyId": null,
      "title": "Miniswap：YC当前复核",
      "url": "https://www.ycombinator.com/companies/miniswap",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2、状态Active。桌游微缩模型市场及目录匹配；自动填表/结构化商品目录不单独证明AI主营，商品标价与交易额不等平台收入。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-30978-LAUNCH1",
      "companyId": null,
      "title": "Miniswap: The Marketplace for Tabletop Games",
      "url": "https://www.ycombinator.com/launches/Ood-miniswap-the-marketplace-for-tabletop-games",
      "publishedAt": "2025-11-11",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "桌游微缩模型市场及目录匹配；自动填表/结构化商品目录不单独证明AI主营，商品标价与交易额不等平台收入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-30992-YC",
      "companyId": "YC30992",
      "title": "Amera：YC当前复核",
      "url": "https://www.ycombinator.com/companies/amera",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队12、状态Active。以AI结构化杂乱医疗索赔数据并自动路由、校验和处理。 官网明确AI分析/路由，声明99%以上数据准确和85%以上自动裁决；20—30%成本节省及约10万会员为客户覆盖/成果，不是付费客户数或公司收入。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-30992-LAUNCH1",
      "companyId": "YC30992",
      "title": "Amera - Automating health insurance claims processing",
      "url": "https://www.ycombinator.com/launches/OmI-amera-automating-health-insurance-claims-processing",
      "publishedAt": "2025-11-06",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以AI结构化杂乱医疗索赔数据并自动路由、校验和处理。 官网明确AI分析/路由，声明99%以上数据准确和85%以上自动裁决；20—30%成本节省及约10万会员为客户覆盖/成果，不是付费客户数或公司收入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31003-YC",
      "companyId": null,
      "title": "Voltair：YC当前复核",
      "url": "https://www.ycombinator.com/companies/voltair",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队5、状态Active。自主无人机巡检及数据网络；公开资料明确传感/自主巡检，但本轮未取得AI模型或学习任务的明确说明，不能只因自主飞行纳入AI公司。市场规模和价格节省非收入。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31003-LAUNCH1",
      "companyId": null,
      "title": "Voltair: Network of Distributed Autonomous Drones for Earth observation",
      "url": "https://www.ycombinator.com/launches/PhE-voltair-network-of-distributed-autonomous-drones-for-earth-observation",
      "publishedAt": "2026-03-13",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自主无人机巡检及数据网络；公开资料明确传感/自主巡检，但本轮未取得AI模型或学习任务的明确说明，不能只因自主飞行纳入AI公司。市场规模和价格节省非收入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31003-LAUNCH2",
      "companyId": null,
      "title": "Voltair: Drones that Charge on Power Lines",
      "url": "https://www.ycombinator.com/launches/PG8-voltair-drones-that-charge-on-power-lines",
      "publishedAt": "2026-01-23",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自主无人机巡检及数据网络；公开资料明确传感/自主巡检，但本轮未取得AI模型或学习任务的明确说明，不能只因自主飞行纳入AI公司。市场规模和价格节省非收入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31004-YC",
      "companyId": null,
      "title": "Dome：YC当前复核",
      "url": "https://www.ycombinator.com/companies/dome",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2、状态Inactive。预测市场统一API；YC Inactive，官网无可读正文。开发者API和AI客户关系不证明AI主营，资金/成交量非ARR。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31004-LAUNCH1",
      "companyId": null,
      "title": "Dome - A unified API for prediction markets",
      "url": "https://www.ycombinator.com/launches/OiX-dome-a-unified-api-for-prediction-markets",
      "publishedAt": "2025-10-29",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "预测市场统一API；YC Inactive，官网无可读正文。开发者API和AI客户关系不证明AI主营，资金/成交量非ARR。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31016-YC",
      "companyId": null,
      "title": "Crosslayer Labs：YC当前复核",
      "url": "https://www.ycombinator.com/companies/crosslayer-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队3、状态Active。网站/API基础设施安全监测及多层信号关联；创始人AI安全研究不替代当前产品AI核心证据。标准覆盖网站/证书量不当公司客户或收入。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31016-LAUNCH1",
      "companyId": null,
      "title": "Crosslayer Labs: We discovered (and can protect you against) a new attack allowing hackers to spoof any website(!)",
      "url": "https://www.ycombinator.com/launches/PR7-crosslayer-labs-we-discovered-and-can-protect-you-against-a-new-attack-allowing-hackers-to-spoof-any-website",
      "publishedAt": "2026-02-13",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "网站/API基础设施安全监测及多层信号关联；创始人AI安全研究不替代当前产品AI核心证据。标准覆盖网站/证书量不当公司客户或收入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31021-YC",
      "companyId": null,
      "title": "Zephyr Fusion：YC当前复核",
      "url": "https://www.ycombinator.com/companies/zephyr-fusion",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2、状态Active。空间聚变电源；给数据中心/AI计算供电属于邻接用途，未取得自身AI核心交付依据。未来功率/工厂或行业成本不是收入。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31021-LAUNCH1",
      "companyId": null,
      "title": "Zephyr Fusion: In-orbit fusion power",
      "url": "https://www.ycombinator.com/launches/Oox-zephyr-fusion-in-orbit-fusion-power",
      "publishedAt": "2025-11-12",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "空间聚变电源；给数据中心/AI计算供电属于邻接用途，未取得自身AI核心交付依据。未来功率/工厂或行业成本不是收入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31040-YC",
      "companyId": null,
      "title": "CatchBack Cards：YC当前复核",
      "url": "https://www.ycombinator.com/companies/catchback-cards",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队7、状态Active。收藏卡数字包及实物交易平台；个性化概率、密码学工具和市场活动不证明AI主营，卡片GMV/回购额非净收入。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31040-LAUNCH1",
      "companyId": null,
      "title": "CatchBack Cards: Maximizing the thrill of collecting trading cards",
      "url": "https://www.ycombinator.com/launches/PHo-catchback-cards-maximizing-the-thrill-of-collecting-trading-cards",
      "publishedAt": "2026-01-27",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "收藏卡数字包及实物交易平台；个性化概率、密码学工具和市场活动不证明AI主营，卡片GMV/回购额非净收入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31041-YC",
      "companyId": "YC31041",
      "title": "Ploy：YC当前复核",
      "url": "https://www.ycombinator.com/companies/ploy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队14、状态Active。以营销/网页Agent设计页面、管理内容并开展SEO、账户营销及增长实验。 按增长买家和营销目标归C06，网站构建为交付工具；YC P26逾13%采用不等付费比例，官网2700万融资及页面pipeline演示不是ARR，Webflow历史规模不迁入Ploy。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31041-LAUNCH1",
      "companyId": "YC31041",
      "title": "Ploy turns your website into your company's growth engine.",
      "url": "https://www.ycombinator.com/launches/QuH-ploy-turns-your-website-into-your-company-s-growth-engine",
      "publishedAt": "2026-06-17",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以营销/网页Agent设计页面、管理内容并开展SEO、账户营销及增长实验。 按增长买家和营销目标归C06，网站构建为交付工具；YC P26逾13%采用不等付费比例，官网2700万融资及页面pipeline演示不是ARR，Webflow历史规模不迁入Ploy。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31043-YC",
      "companyId": "YC31043",
      "title": "Advanced Metal Research：YC当前复核",
      "url": "https://www.ycombinator.com/companies/advanced-metal-research",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队3、状态Active。机器人焊接单元，以计算机视觉跟踪及检查，并提供可由Agent接入的工业机器人平台。 YC明确闭环学习焊接；官网RosieOS/AI世界模型与Agent工作流可读，Apache2.0仅见官网自述未查全源码/许可。开放控制器不等硬件或全部技能免费，未运行验证焊接品质。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31058-YC",
      "companyId": "YC31058",
      "title": "Eos AI：YC当前复核",
      "url": "https://www.ycombinator.com/companies/eos-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2、状态Active。统一临床与运营数据，用模型预测并执行授权、账单、转诊和患者跟进流程。 YC早期诊所3倍效率及37%收入恢复属于客户成果；官网VERA/LUCIA和定制部署自述未独立核，界面患者/索赔数量不当实际业务规模。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31058-LAUNCH1",
      "companyId": "YC31058",
      "title": "Eos AI - Autonomous OS for hospitals",
      "url": "https://www.ycombinator.com/launches/Pct-eos-ai-autonomous-os-for-hospitals",
      "publishedAt": "2026-03-05",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "统一临床与运营数据，用模型预测并执行授权、账单、转诊和患者跟进流程。 YC早期诊所3倍效率及37%收入恢复属于客户成果；官网VERA/LUCIA和定制部署自述未独立核，界面患者/索赔数量不当实际业务规模。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31062-YC",
      "companyId": null,
      "title": "Hlabs：YC当前复核",
      "url": "https://www.ycombinator.com/companies/hlabs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队1、状态Active。机器人电子和执行器供应链；Jetson/控制器及机器人客户不充分证明AI核心交付，预购/旧Mystic事业不当收入。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31062-LAUNCH1",
      "companyId": null,
      "title": "HLabs: US-made robot actuators and electronics",
      "url": "https://www.ycombinator.com/launches/PfW-hlabs-us-made-robot-actuators-and-electronics",
      "publishedAt": "2026-03-10",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "机器人电子和执行器供应链；Jetson/控制器及机器人客户不充分证明AI核心交付，预购/旧Mystic事业不当收入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31062-LAUNCH2",
      "companyId": null,
      "title": "HLabs: US-made robot actuators and electronics",
      "url": "https://www.ycombinator.com/launches/PfX-hlabs-us-made-robot-actuators-and-electronics",
      "publishedAt": "2026-03-10",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "机器人电子和执行器供应链；Jetson/控制器及机器人客户不充分证明AI核心交付，预购/旧Mystic事业不当收入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31081-YC",
      "companyId": "YC31081",
      "title": "One Robot：YC当前复核",
      "url": "https://www.ycombinator.com/companies/one-robot",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2、状态Active。以任务数据训练世界模型，产生可交互仿真和针对性训练轨迹。 按训练评估设施归C02，不因服务机器人就当售卖机器人；官网60秒自回归示例与任务泛化为厂商展示，未运行或对比实机。创始人旧盈利企业不作本公司收入。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31081-LAUNCH1",
      "companyId": "YC31081",
      "title": "One Robot - World models for robots",
      "url": "https://www.ycombinator.com/launches/PWj-one-robot-world-models-for-robots",
      "publishedAt": "2026-02-25",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以任务数据训练世界模型，产生可交互仿真和针对性训练轨迹。 按训练评估设施归C02，不因服务机器人就当售卖机器人；官网60秒自回归示例与任务泛化为厂商展示，未运行或对比实机。创始人旧盈利企业不作本公司收入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31084-YC",
      "companyId": "YC31084",
      "title": "Klaus AI：YC当前复核",
      "url": "https://www.ycombinator.com/companies/klaus-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2、状态Inactive。历史为预配置云端OpenClaw助手，连接消息、邮箱和浏览器。 官网声明2026-09-01停服，所有客户助手下线、订阅取消；YC Inactive。保留生存偏差案例，不以停服推断历史零收入。OpenClaw不是Klaus自有项目，迁移主机成本不是公司收入。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31084-LAUNCH1",
      "companyId": "YC31084",
      "title": "Klaus: Get Your OpenClaw Personal Assistant in 5 minutes",
      "url": "https://www.ycombinator.com/launches/POK-klaus-get-your-openclaw-personal-assistant-in-5-minutes",
      "publishedAt": "2026-02-07",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "历史为预配置云端OpenClaw助手，连接消息、邮箱和浏览器。 官网声明2026-09-01停服，所有客户助手下线、订阅取消；YC Inactive。保留生存偏差案例，不以停服推断历史零收入。OpenClaw不是Klaus自有项目，迁移主机成本不是公司收入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31085-YC",
      "companyId": "YC31085",
      "title": "Janeen：YC当前复核",
      "url": "https://www.ycombinator.com/companies/janeen",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队5、状态Active。学习保险拒付模式，自动处理事前授权、福利调查和患者援助材料。 同一YC页保留Janeen/Ruma Care业务链，不再新增品牌；旧发布说明模型学习拒付，当前官网读取失败。80—150K药费和50%拒付下降/20倍省时为客户成本及效果，非公司收入。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31085-LAUNCH1",
      "companyId": "YC31085",
      "title": "Ruma Care: We help clinics get patients on their biologics faster",
      "url": "https://www.ycombinator.com/launches/PIT-ruma-care-we-help-clinics-get-patients-on-their-biologics-faster",
      "publishedAt": "2026-01-29",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "学习保险拒付模式，自动处理事前授权、福利调查和患者援助材料。 同一YC页保留Janeen/Ruma Care业务链，不再新增品牌；旧发布说明模型学习拒付，当前官网读取失败。80—150K药费和50%拒付下降/20倍省时为客户成本及效果，非公司收入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31091-YC",
      "companyId": null,
      "title": "Mirabelle：YC当前复核",
      "url": "https://www.ycombinator.com/companies/mirabelle",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2、状态Active。家庭烹饪机器人，官网介绍按顺序加料和未来家庭测试/交货，尚未明确AI学习或核心模型任务；不能仅按机器人名称入表。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31095-YC",
      "companyId": "YC31095",
      "title": "Asimov：YC当前复核",
      "url": "https://www.ycombinator.com/companies/asimov",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队3、状态Active。采集多种家庭/商业场景的人体活动，处理为机器人训练数据。 公开业务明确训练用途；当前采集按任务、设备及QA批准后支付，不将所有日常录像自动视为可用。创始人旧六位数收入及伙伴工资补贴不作Asimov收入；不同于同名生物公司和Tensr Asimov机器人。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31095-LAUNCH1",
      "companyId": "YC31095",
      "title": "Asimov 🤖: On demand human intelligence for robots",
      "url": "https://www.ycombinator.com/launches/PeH-asimov-on-demand-human-intelligence-for-robots",
      "publishedAt": "2026-03-09",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "采集多种家庭/商业场景的人体活动，处理为机器人训练数据。 公开业务明确训练用途；当前采集按任务、设备及QA批准后支付，不将所有日常录像自动视为可用。创始人旧六位数收入及伙伴工资补贴不作Asimov收入；不同于同名生物公司和Tensr Asimov机器人。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31096-YC",
      "companyId": "YC31096",
      "title": "shortkit：YC当前复核",
      "url": "https://www.ycombinator.com/companies/shortkit",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队2、状态Active。提供短视频SDK、传输、变现及ML驱动缓冲/推荐排序。 ML缓冲和排序在历史发布及官网明确，按媒体交付归C08；创始人作为首位员工扩张旧SaaS至600万ARR不是ShortKit收入。客户播放量、下载与融资亦不迁入。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31096-LAUNCH1",
      "companyId": "YC31096",
      "title": "ShortKit – The SDK for Short Form Video Feeds",
      "url": "https://www.ycombinator.com/launches/PXQ-shortkit-the-sdk-for-short-form-video-feeds",
      "publishedAt": "2026-02-26",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "提供短视频SDK、传输、变现及ML驱动缓冲/推荐排序。 ML缓冲和排序在历史发布及官网明确，按媒体交付归C08；创始人作为首位员工扩张旧SaaS至600万ARR不是ShortKit收入。客户播放量、下载与融资亦不迁入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31097-YC",
      "companyId": "YC31097",
      "title": "REV1：YC当前复核",
      "url": "https://www.ycombinator.com/companies/rev1",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队2、状态Active。以AI把3D CAD模型转为带尺寸公差的2D制造图纸。 按行业机械设计任务归C07，不当编程或基础模型；官网85%首次准确和ASME符合性为厂商声明，未独立核，不将省时/错误成本当公司收入。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31097-LAUNCH1",
      "companyId": "YC31097",
      "title": "REV1 - Automating engineering drawings for Mechanical Engineers",
      "url": "https://www.ycombinator.com/launches/PKz-rev1-automating-engineering-drawings-for-mechanical-engineers",
      "publishedAt": "2026-02-02",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以AI把3D CAD模型转为带尺寸公差的2D制造图纸。 按行业机械设计任务归C07，不当编程或基础模型；官网85%首次准确和ASME符合性为厂商声明，未独立核，不将省时/错误成本当公司收入。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31116-YC",
      "companyId": "YC31116",
      "title": "OpenSpec：YC当前复核",
      "url": "https://www.ycombinator.com/companies/openspec",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队未知、状态Active。以持久规范和变更计划协调编码Agent与多人/跨仓库开发。 公开README及MIT许可可读，未安装执行；GitHub stars、工具集成和创建规范频率不等付费客户。YC2025成立为自述，许可版权2024不能独立代替法律成立日期，不以演示日期改成立年。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31116-LAUNCH1",
      "companyId": "YC31116",
      "title": "OpenSpec: The Spec Framework for Coding Agents",
      "url": "https://www.ycombinator.com/launches/Pdc-openspec-the-spec-framework-for-coding-agents",
      "publishedAt": "2026-03-06",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以持久规范和变更计划协调编码Agent与多人/跨仓库开发。 公开README及MIT许可可读，未安装执行；GitHub stars、工具集成和创建规范频率不等付费客户。YC2025成立为自述，许可版权2024不能独立代替法律成立日期，不以演示日期改成立年。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31119-YC",
      "companyId": null,
      "title": "ZeroSettle：YC当前复核",
      "url": "https://www.ycombinator.com/companies/zerosettle",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队2、状态Active。移动应用直接计费SDK；智能优惠和确定性规则不等AI主营，转移支付流量、报价及App Store抽成节省不作本公司ARR；法律/支付政策未在此验证。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31119-LAUNCH1",
      "companyId": null,
      "title": "ZeroSettle - Keep More of Your Mobile App Revenue with Drop-In Direct Billing",
      "url": "https://www.ycombinator.com/launches/PeV-zerosettle-keep-more-of-your-mobile-app-revenue-with-drop-in-direct-billing",
      "publishedAt": "2026-03-09",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "移动应用直接计费SDK；智能优惠和确定性规则不等AI主营，转移支付流量、报价及App Store抽成节省不作本公司ARR；法律/支付政策未在此验证。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-31120-YC",
      "companyId": null,
      "title": "Kyten Technologies：YC当前复核",
      "url": "https://www.ycombinator.com/companies/kyten-technologies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队2、状态Inactive。航空航天定制电池制造，YC Inactive；自主系统客户及创始人Shield AI经历不能证明自身AI主营，旧Starlink电池数量不迁为公司交付。",
      "limitation": "公司自述字段，人数业务截至日、法律注册和实际经营未经独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR3-31120-LAUNCH1",
      "companyId": null,
      "title": "Kyten - The modern aerospace battery pack supplier",
      "url": "https://www.ycombinator.com/launches/PIU-kyten-the-modern-aerospace-battery-pack-supplier",
      "publishedAt": "2026-01-28",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "航空航天定制电池制造，YC Inactive；自主系统客户及创始人Shield AI经历不能证明自身AI主营，旧Starlink电池数量不迁为公司交付。",
      "limitation": "公司历史发布，当前功能、独立效果和收入仍需核；市场、客户、旧事业、训练成本、报价/预购与本公司收入分开。"
    },
    {
      "id": "UNCLEAR3-30959-HOME",
      "companyId": "YC30959",
      "title": "Kalpa Labs：当前官网读取",
      "url": "https://kalpalabs.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前kalpa-tts-1语音API、英/印地语与11音色；三个月1000免费分钟，之后合同。",
      "limitation": "约300ms及官网转引榜单未独立核；1000赠额不是实际收入。"
    },
    {
      "id": "UNCLEAR3-30964-HOME",
      "companyId": null,
      "title": "Sava Trust Company：当前官网读取",
      "url": "https://www.savatrustcompany.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官网无法读取；仅YC及简短发布提供信托业务联系。",
      "limitation": "没有把失败读取当全文或据此确认AI业务。"
    },
    {
      "id": "UNCLEAR3-30973-HOME",
      "companyId": null,
      "title": "General Astronautics：当前官网读取",
      "url": "https://generalastro.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网只有招聘和联系入口。",
      "limitation": "太空机器人的学习模型/AI任务未在当前正文确认。"
    },
    {
      "id": "UNCLEAR3-30978-HOME",
      "companyId": null,
      "title": "Miniswap：当前官网读取",
      "url": "https://miniswap.gg/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "桌游/微缩模型目录和交易市场，当前跳转地区CH页面。",
      "limitation": "商品标价、7%报价、推荐赠额和交易不等平台已实现收入或AI主营。"
    },
    {
      "id": "UNCLEAR3-30992-HOME",
      "companyId": "YC30992",
      "title": "Amera：当前官网读取",
      "url": "https://www.amerahealthsolutions.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI索赔分析/路由及数据标准化，声明2—4周实施。",
      "limitation": "99%以上准确和85%以上自动裁决为厂商声明；理赔金额为界面示例，未作公司收入。"
    },
    {
      "id": "UNCLEAR3-31003-HOME",
      "companyId": null,
      "title": "Voltair：当前官网读取",
      "url": "https://www.voltairlabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "电力巡检无人机、传感器与基础设施网络。",
      "limitation": "已读范围未明确模型/AI核心任务，不能以自主巡检代替AI主营核实；未验证性能或客户合同。"
    },
    {
      "id": "UNCLEAR3-31004-HOME",
      "companyId": null,
      "title": "Dome：当前官网读取",
      "url": "https://domeapi.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "仅取得预测市场API标题，无可读正文。",
      "limitation": "YC Inactive与实际停服执行分开，不据空正文断言公司已注销。"
    },
    {
      "id": "UNCLEAR3-31016-HOME",
      "companyId": null,
      "title": "Crosslayer Labs：当前官网读取",
      "url": "https://www.crosslayerlabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "网站/API劫持监测、多层信号关联及创始人标准研究介绍。",
      "limitation": "AI安全研究履历不是当前核心AI交付；标准覆盖网站数不是公司付费用户。"
    },
    {
      "id": "UNCLEAR3-31041-HOME",
      "companyId": "YC31041",
      "title": "Ploy：当前官网读取",
      "url": "https://ploy.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "营销Agent管理网站、内容及增长实验，包含融资与pipeline演示。",
      "limitation": "2700万seed是融资，页面管线非公司实收；增长/使用不等付费，具体套餐未核。"
    },
    {
      "id": "UNCLEAR3-31043-HOME",
      "companyId": "YC31043",
      "title": "Advanced Metal Research：当前官网读取",
      "url": "https://advancedmetalresearch.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "工业机器人、开放控制器、Agent集成及可选付费焊接技能。",
      "limitation": "Apache2.0为官网标示未核全许可，开源控制器不等硬件及技能免费；未运行或独立验证。"
    },
    {
      "id": "UNCLEAR3-31058-HOME",
      "companyId": "YC31058",
      "title": "Eos AI：当前官网读取",
      "url": "https://www.helloeos.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "医疗数据统一、VERA/LUCIA与运营/revenue-cycle工作流。",
      "limitation": "模型改进/收入恢复仅自述，界面患者/索赔数为演示；合同、人工部署与结果未独立核。"
    },
    {
      "id": "UNCLEAR3-31081-HOME",
      "companyId": "YC31081",
      "title": "One Robot：当前官网读取",
      "url": "https://www.onerobot.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以机器人数据训练世界模型，找策略失败并生成针对性训练轨迹。",
      "limitation": "自回归展示及任务范围非独立实机泛化证明，没有运行模型。"
    },
    {
      "id": "UNCLEAR3-31084-HOME",
      "companyId": "YC31084",
      "title": "Klaus AI：当前官网读取",
      "url": "https://klausai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网宣布2026-09-01结束服务，网页及客户助手下线，订阅已取消；页脚Usebits Inc。",
      "limitation": "停服声明可读但未核公司注销/历史账单；迁移服务器费用和其他服务不作Klaus收入。"
    },
    {
      "id": "UNCLEAR3-31085-HOME",
      "companyId": "YC31085",
      "title": "Janeen：当前官网读取",
      "url": "https://janeen.care/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮当前官网读取失败。",
      "limitation": "AI依据为同一YC页及Ruma Care历史发布，不声称当前官网已读或商业规模已核。"
    },
    {
      "id": "UNCLEAR3-31091-HOME",
      "companyId": null,
      "title": "Mirabelle：当前官网读取",
      "url": "https://meetmirabelle.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "家庭烹饪设备候补名单；计划2026-11家庭测试及2027-02交货。",
      "limitation": "顺序加料和机器人标签不直接证明AI学习；未来测试和交货不是实际交付/收入。"
    },
    {
      "id": "UNCLEAR3-31095-HOME",
      "companyId": "YC31095",
      "title": "Asimov：当前官网读取",
      "url": "https://tryasimov.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "机器人训练人体活动数据，含硬件分发、QA、标注及合作方报酬/分成。 另自述自营清洁公司，提供免费/降价清洁，每周服务逾100人。",
      "limitation": "批准后的任务数据才符合支付，数据成本不是客户收入；规模、同意与数据权利未独立审计。 清洁服务覆盖人数不等数据付费客户；清洁与数据收入、免费及补贴尚未拆分。"
    },
    {
      "id": "UNCLEAR3-31096-HOME",
      "companyId": "YC31096",
      "title": "shortkit：当前官网读取",
      "url": "https://www.shortkit.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "媒体SDK、ML驱动缓冲/带宽估计，推荐/变现与视频基础设施。",
      "limitation": "客户下载、播放量和融资不迁为ShortKit规模；未验证推荐效果或实际计费。"
    },
    {
      "id": "UNCLEAR3-31097-HOME",
      "companyId": "YC31097",
      "title": "REV1：当前官网读取",
      "url": "https://rev1.so/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI GD&T及3D转2D工程图，声称85%首次准确及ASME符合性。",
      "limitation": "合规与准确仅自述，无独立样本、测试集或安全证明；省时不作收入。"
    },
    {
      "id": "UNCLEAR3-31116-HOME",
      "companyId": "YC31116",
      "title": "OpenSpec：当前官网读取",
      "url": "https://openspec.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "轻量规范框架及编码Agent协作，当前官网显示73.4k GitHub stars。",
      "limitation": "stars与规范生成频率非付费，不能和旧20k/27k不同日期快照混算或推ARR。"
    },
    {
      "id": "UNCLEAR3-31116-README",
      "companyId": "YC31116",
      "title": "OpenSpec公开README",
      "url": "https://raw.githubusercontent.com/Fission-AI/OpenSpec/main/README.md",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "公开README说明规范/变更流程及编码Agent集成，Stores标beta；只读未执行安装或技能指令。",
      "limitation": "公开材料可访问不等完整源码审计、独立工具效果或商业合同；不因仓库元数据改写YC2025成立自述。"
    },
    {
      "id": "UNCLEAR3-31116-LICENSE",
      "companyId": "YC31116",
      "title": "OpenSpec公开LICENSE",
      "url": "https://raw.githubusercontent.com/Fission-AI/OpenSpec/main/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "许可为MIT，版权行为2024 OpenSpec Contributors；这是版权声明，不单独证明法律成立年。",
      "limitation": "公开材料可访问不等完整源码审计、独立工具效果或商业合同；不因仓库元数据改写YC2025成立自述。"
    },
    {
      "id": "UNCLEAR3-INDEX",
      "companyId": null,
      "title": "原AI不明候选第三批24项边界",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原192项第49—72项：12新增，12保留AI主营待核。",
      "limitation": "三批72项加此前OpenSEO共73项已有后续记录，其余119项待补核；不回写原审计，不称全来源已覆盖。"
    },
    {
      "id": "UNCLEAR4-31135-YC",
      "companyId": null,
      "title": "RoboDock：YC当前复核",
      "url": "https://www.ycombinator.com/companies/robodock",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队4人、状态Active。机器人车队充电/检查；历史有视觉/热传感和闭环优化，但本轮未明确核心AI模型/学习实现，官网无法读取。客户场站成本/CapEx不能作RoboDock收入。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31135-LAUNCH1",
      "companyId": null,
      "title": "RoboDock: Autonomous Depots for Autonomous Fleets",
      "url": "https://www.ycombinator.com/launches/PTx-robodock-autonomous-depots-for-autonomous-fleets",
      "publishedAt": "2026-02-19",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "机器人车队充电/检查；历史有视觉/热传感和闭环优化，但本轮未明确核心AI模型/学习实现，官网无法读取。客户场站成本/CapEx不能作RoboDock收入。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31151-YC",
      "companyId": "YC31151",
      "title": "Sparkles：YC当前复核",
      "url": "https://www.ycombinator.com/companies/sparkles",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人、状态Active。让团队从网页/Slack调用编码Agent，在隔离环境修改既有代码并产出PR。 官网50美元符号/月500credits，首组织100赠额；每credit标0.10推理，余额结转。报价和样例PR不是实收或独立安全证明，未连接仓库/运行。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31151-LAUNCH1",
      "companyId": "YC31151",
      "title": "Sparkles - Lovable for existing projects",
      "url": "https://www.ycombinator.com/launches/PMO-sparkles-lovable-for-existing-projects",
      "publishedAt": "2026-02-04",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "让团队从网页/Slack调用编码Agent，在隔离环境修改既有代码并产出PR。 官网50美元符号/月500credits，首组织100赠额；每credit标0.10推理，余额结转。报价和样例PR不是实收或独立安全证明，未连接仓库/运行。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31152-YC",
      "companyId": "YC31152",
      "title": "Fern：YC当前复核",
      "url": "https://www.ycombinator.com/companies/fern-bot",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人、状态Active。当前提供基于世界模型的机器人RL及评估环境，历史产品为实时会议AI助手。 同一YC页及Ishiki Labs关联保留；当前官网高保真RL环境，2026-02发布为会议助手。不把旧会议采用/功能迁为机器人商业结果，未运行世界模型或策略。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31152-LAUNCH1",
      "companyId": "YC31152",
      "title": "Fern – Realtime Socially Aware AI for Meetings",
      "url": "https://www.ycombinator.com/launches/PTp-fern-realtime-socially-aware-ai-for-meetings",
      "publishedAt": "2026-02-19",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前提供基于世界模型的机器人RL及评估环境，历史产品为实时会议AI助手。 同一YC页及Ishiki Labs关联保留；当前官网高保真RL环境，2026-02发布为会议助手。不把旧会议采用/功能迁为机器人商业结果，未运行世界模型或策略。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31154-YC",
      "companyId": "AI036",
      "title": "Orthogonal：YC当前复核",
      "url": "https://www.ycombinator.com/companies/orthogonal",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人、状态Active。复用Orthogonal既有AI036；Agent API网关及按使用付款，API资金流水、预付余额与净收入分开。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31154-LAUNCH1",
      "companyId": "AI036",
      "title": "Orthogonal - Agentic Payments for APIs",
      "url": "https://www.ycombinator.com/launches/PJU-orthogonal-agentic-payments-for-apis",
      "publishedAt": "2026-01-29",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "复用Orthogonal既有AI036；Agent API网关及按使用付款，API资金流水、预付余额与净收入分开。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31159-YC",
      "companyId": "YC31159",
      "title": "Sponge：YC当前复核",
      "url": "https://www.ycombinator.com/companies/sponge",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队3人、状态Active。为Agent提供钱包、账户/卡及API商户支付网关。 当前官网钱包/网关明确；Rain发卡与平台钱包/账户分开。示例500余额、150转账及预算不是业务流水，支付自主性和风控未独立核验。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31159-LAUNCH1",
      "companyId": "YC31159",
      "title": "Sponge: Financial infrastructure for the agent economy",
      "url": "https://www.ycombinator.com/launches/PTD-sponge-financial-infrastructure-for-the-agent-economy",
      "publishedAt": "2026-02-17",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "为Agent提供钱包、账户/卡及API商户支付网关。 当前官网钱包/网关明确；Rain发卡与平台钱包/账户分开。示例500余额、150转账及预算不是业务流水，支付自主性和风控未独立核验。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31173-YC",
      "companyId": "YC31173",
      "title": "Laurence：YC当前复核",
      "url": "https://www.ycombinator.com/companies/laurence",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人、状态Active。用强化学习和转化率Transformer模型优化Amazon广告。 历史发布明确RL/自训练模型，当前官网广告管理与问答；1000万live广告支出无期间，不作公司收入，15—40%品牌净利提升是客户成果，创始人扑克收入不迁入。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31173-LAUNCH1",
      "companyId": "YC31173",
      "title": "Laurence - Automated Amazon Advertising",
      "url": "https://www.ycombinator.com/launches/PNP-laurence-automated-amazon-advertising",
      "publishedAt": "2026-02-05",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用强化学习和转化率Transformer模型优化Amazon广告。 历史发布明确RL/自训练模型，当前官网广告管理与问答；1000万live广告支出无期间，不作公司收入，15—40%品牌净利提升是客户成果，创始人扑克收入不迁入。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31194-YC",
      "companyId": null,
      "title": "Valence：YC当前复核",
      "url": "https://www.ycombinator.com/companies/valence",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队3人、状态Active。预测市场交易及数据API；自动路由/回测不单独证明AI主营，原文1B合约及客户交易量不等净收入。YC2026成立与2025交易历史同时保留待核。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31194-LAUNCH1",
      "companyId": null,
      "title": "Valence: Unified prediction markets trading platform",
      "url": "https://www.ycombinator.com/launches/PcS-valence-unified-prediction-markets-trading-platform",
      "publishedAt": "2026-03-05",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "预测市场交易及数据API；自动路由/回测不单独证明AI主营，原文1B合约及客户交易量不等净收入。YC2026成立与2025交易历史同时保留待核。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31199-YC",
      "companyId": "YC31199",
      "title": "Emdash：YC当前复核",
      "url": "https://www.ycombinator.com/companies/emdash",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人、状态Active。以桌面工作台并行运行编码Agent、隔离worktree并审查代码及PR。 官网及README/许可可读，免费与开源不证明没有其他商业收入。百万下载非付费用户；尚未运行，2.0候补名单与当前版本分开，不能用版权2026改写YC2025成立。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31199-LAUNCH1",
      "companyId": "YC31199",
      "title": "Emdash - Open-source Agentic Development Environment (ADE)",
      "url": "https://www.ycombinator.com/launches/PRP-emdash-open-source-agentic-development-environment-ade",
      "publishedAt": "2026-02-14",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以桌面工作台并行运行编码Agent、隔离worktree并审查代码及PR。 官网及README/许可可读，免费与开源不证明没有其他商业收入。百万下载非付费用户；尚未运行，2.0候补名单与当前版本分开，不能用版权2026改写YC2025成立。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31204-YC",
      "companyId": null,
      "title": "Forum：YC当前复核",
      "url": "https://www.ycombinator.com/companies/forum",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队2人、状态Active。注意力指数交易市场；以AI产品为交易话题不等自身AI主营，历史1000模拟币不是资金或收入。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31204-LAUNCH1",
      "companyId": null,
      "title": "Forum - exchange to trade on attention.",
      "url": "https://www.ycombinator.com/launches/PTS-forum-exchange-to-trade-on-attention",
      "publishedAt": "2026-02-18",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "注意力指数交易市场；以AI产品为交易话题不等自身AI主营，历史1000模拟币不是资金或收入。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31227-YC",
      "companyId": null,
      "title": "Sequence Markets：YC当前复核",
      "url": "https://www.ycombinator.com/companies/sequence-markets",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队5人、状态Active。跨市场执行/路由；已有AI execution标题、MCP/Agent接口，但AI核心贡献和主营边界未明确。104B注册用户自报交易量与10M测试量不是供应商收入。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31227-LAUNCH1",
      "companyId": null,
      "title": "Sequence Markets: trade across exchanges, prediction markets, and tokenized venues from one system",
      "url": "https://www.ycombinator.com/launches/Pbh-sequence-markets-trade-across-exchanges-prediction-markets-and-tokenized-venues-from-one-system",
      "publishedAt": "2026-03-04",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "跨市场执行/路由；已有AI execution标题、MCP/Agent接口，但AI核心贡献和主营边界未明确。104B注册用户自报交易量与10M测试量不是供应商收入。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31229-YC",
      "companyId": null,
      "title": "Doomersion：YC当前复核",
      "url": "https://www.ycombinator.com/companies/doomersion",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队4人、状态Active。按水平匹配短视频的语言学习；个性化内容及翻译入口尚未补足明确AI模型/实现证据。15000下载和高时长不等付费或教学效果。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31229-LAUNCH1",
      "companyId": null,
      "title": "Doomersion - Learn Languages by Doomscrolling",
      "url": "https://www.ycombinator.com/launches/Pf2-doomersion-learn-languages-by-doomscrolling",
      "publishedAt": "2026-03-09",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "按水平匹配短视频的语言学习；个性化内容及翻译入口尚未补足明确AI模型/实现证据。15000下载和高时长不等付费或教学效果。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31234-YC",
      "companyId": "YC31234",
      "title": "Ekpa：YC当前复核",
      "url": "https://www.ycombinator.com/companies/ekpa",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队2人、状态Active。由研究Agent持续分析用户持仓、新闻和文件并提供投资信息。 官网明确只读连接，不能下单或转走资金；700万连接资产不是公司收入，也不当受托资产。短期1.5%收益为历史厂商自述，不作稳健能力证明。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31234-LAUNCH1",
      "companyId": "YC31234",
      "title": "Ekpa: AI-Native Investment Platform for Everyday Traders",
      "url": "https://www.ycombinator.com/launches/RJy-ekpa-ai-native-investment-platform-for-everyday-traders",
      "publishedAt": "2026-07-09",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "由研究Agent持续分析用户持仓、新闻和文件并提供投资信息。 官网明确只读连接，不能下单或转走资金；700万连接资产不是公司收入，也不当受托资产。短期1.5%收益为历史厂商自述，不作稳健能力证明。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31239-YC",
      "companyId": null,
      "title": "Fort：YC当前复核",
      "url": "https://www.ycombinator.com/companies/fort",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队4人、状态Active。自动力量训练可穿戴；运动/心率识别与反馈本轮未明确AI模型。2024原型、2025成立及全职开始分开；289预购和1000名额上限不是已售收入。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31239-LAUNCH1",
      "companyId": null,
      "title": "Fort | Automated Strength Tracking for Longevity",
      "url": "https://www.ycombinator.com/launches/PV7-fort-automated-strength-tracking-for-longevity",
      "publishedAt": "2026-02-23",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自动力量训练可穿戴；运动/心率识别与反馈本轮未明确AI模型。2024原型、2025成立及全职开始分开；289预购和1000名额上限不是已售收入。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31239-LAUNCH2",
      "companyId": null,
      "title": "Fort: Automatic Strength Tracking for People Who Care About Longevity",
      "url": "https://www.ycombinator.com/launches/PKj-fort-automatic-strength-tracking-for-people-who-care-about-longevity",
      "publishedAt": "2026-02-02",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自动力量训练可穿戴；运动/心率识别与反馈本轮未明确AI模型。2024原型、2025成立及全职开始分开；289预购和1000名额上限不是已售收入。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31242-YC",
      "companyId": "YC31242",
      "title": "Booko：YC当前复核",
      "url": "https://www.ycombinator.com/companies/booko",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队5人、状态Active。以历史预订训练需求模型，预测空档并动态调整价格及激励。 官网明确学习需求和预测模型；约20%客户收入提升、4280演示及94.2%界面准确不是Booko实收/独立效果。不是同名旧图书比价网站的收入记录。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31242-LAUNCH1",
      "companyId": "YC31242",
      "title": "Booko  – Dynamic pricing for businesses that sell time slots",
      "url": "https://www.ycombinator.com/launches/PMU-booko-dynamic-pricing-for-businesses-that-sell-time-slots",
      "publishedAt": "2026-02-04",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以历史预订训练需求模型，预测空档并动态调整价格及激励。 官网明确学习需求和预测模型；约20%客户收入提升、4280演示及94.2%界面准确不是Booko实收/独立效果。不是同名旧图书比价网站的收入记录。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31249-YC",
      "companyId": null,
      "title": "Meteoric：YC当前复核",
      "url": "https://www.ycombinator.com/companies/meteoric",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队2人、状态Active。无人机天气工程/太阳能增益；AI天气预报和AI电力需求是行业背景，并未证明其自有AI核心交付。实验及未来2027/2028计划不当部署或收入。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31249-LAUNCH1",
      "companyId": null,
      "title": "Meteoric — Drones that clear clouds over solar farms and ultimately weaken hurricanes",
      "url": "https://www.ycombinator.com/launches/T1j-meteoric-drones-that-clear-clouds-over-solar-farms-and-ultimately-weaken-hurricanes",
      "publishedAt": "2026-08-21",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "无人机天气工程/太阳能增益；AI天气预报和AI电力需求是行业背景，并未证明其自有AI核心交付。实验及未来2027/2028计划不当部署或收入。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31252-YC",
      "companyId": "YC31252",
      "title": "Moda：YC当前复核",
      "url": "https://www.ycombinator.com/companies/moda",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队6人、状态Active。从对话和工具轨迹识别失败，构建评估并回放验证提示词/工具变更。 当前官网与2026发布可读；109K对话、99.2%已审阅、94%测试等界面展示不当独立生产覆盖、客户数或收入。未运行监控/攻防测试。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31252-LAUNCH1",
      "companyId": "YC31252",
      "title": "Moda: The Continual Learning Layer for AI Agents",
      "url": "https://www.ycombinator.com/launches/Pbf-moda-the-continual-learning-layer-for-ai-agents",
      "publishedAt": "2026-03-04",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "从对话和工具轨迹识别失败，构建评估并回放验证提示词/工具变更。 当前官网与2026发布可读；109K对话、99.2%已审阅、94%测试等界面展示不当独立生产覆盖、客户数或收入。未运行监控/攻防测试。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31269-YC",
      "companyId": "YC31269",
      "title": "MochaCare：YC当前复核",
      "url": "https://www.ycombinator.com/companies/mochacare",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队2人、状态Active。以AI加人工承担招聘、排班、合规及客户接入的运营工作。 2026发布明确创始人轮值及人类虚拟助手，官网分Platform/Managed；招聘可见，排班/CRM/奖励标Coming soon。240万美元符号融资不是收入，不当全自动纯SaaS。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31269-LAUNCH1",
      "companyId": "YC31269",
      "title": "MochaCare – Grow Your Home Care Agency with Human Virtual Assistants Supercharged by AI",
      "url": "https://www.ycombinator.com/launches/PZQ-mochacare-grow-your-home-care-agency-with-human-virtual-assistants-supercharged-by-ai",
      "publishedAt": "2026-02-28",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以AI加人工承担招聘、排班、合规及客户接入的运营工作。 2026发布明确创始人轮值及人类虚拟助手，官网分Platform/Managed；招聘可见，排班/CRM/奖励标Coming soon。240万美元符号融资不是收入，不当全自动纯SaaS。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31273-YC",
      "companyId": null,
      "title": "SpotPay：YC当前复核",
      "url": "https://www.ycombinator.com/companies/spotpay",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队2人、状态Active。稳定币全球账户/支付；区块链和.ai域名不等AI主营，TPV增长43%/周与用户增长27%/周不当公司收入增长。官网声明金融服务平台而非银行，注册未独立核。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31273-LAUNCH1",
      "companyId": null,
      "title": "SpotPay - Your Global Bank Account",
      "url": "https://www.ycombinator.com/launches/PcV-spotpay-your-global-bank-account",
      "publishedAt": "2026-03-05",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "稳定币全球账户/支付；区块链和.ai域名不等AI主营，TPV增长43%/周与用户增长27%/周不当公司收入增长。官网声明金融服务平台而非银行，注册未独立核。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31279-YC",
      "companyId": "YC31279",
      "title": "Regbase：YC当前复核",
      "url": "https://www.ycombinator.com/companies/regbase",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队3人、状态Active。用AI研究Agent发现跨国/本地法令、监管变化及业务机会。 历史公司发布及官网明确AI研究；400M学校安全资助为给客户发现的机会，不是Regbase收入、授予款或已实现客户成交。100倍省时为自述，未核法律结论。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31279-LAUNCH1",
      "companyId": "YC31279",
      "title": "Regbase: Al-native Legal Research",
      "url": "https://www.ycombinator.com/launches/Pxj-regbase-al-native-legal-research",
      "publishedAt": "2026-04-16",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用AI研究Agent发现跨国/本地法令、监管变化及业务机会。 历史公司发布及官网明确AI研究；400M学校安全资助为给客户发现的机会，不是Regbase收入、授予款或已实现客户成交。100倍省时为自述，未核法律结论。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31284-YC",
      "companyId": "YC31284",
      "title": "Origami Robotics：YC当前复核",
      "url": "https://www.ycombinator.com/companies/origami-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队5人、状态Active。协同设计采集手套、机器人手和操控模型，获取技能训练数据。 官网当前突出S1手套；YC称已向Amazon等实验室售手但未给金额，保留付费交付线索而不填收入数字。消除embodiment gap、技能迁移和数据规模为厂商主张。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31284-LAUNCH1",
      "companyId": "YC31284",
      "title": "Origami Robotics: Make AI to Learn Physical Skills Easier than Ever",
      "url": "https://www.ycombinator.com/launches/Pcl-origami-robotics-make-ai-to-learn-physical-skills-easier-than-ever",
      "publishedAt": "2026-03-05",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "协同设计采集手套、机器人手和操控模型，获取技能训练数据。 官网当前突出S1手套；YC称已向Amazon等实验室售手但未给金额，保留付费交付线索而不填收入数字。消除embodiment gap、技能迁移和数据规模为厂商主张。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31287-YC",
      "companyId": null,
      "title": "DAIVIN!：YC当前复核",
      "url": "https://www.ycombinator.com/companies/daivin",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队1人、状态Active。潜水呼吸装备；电解及自动控制未证明AI核心业务，呼吸安全宣传未独立验证，不因名称autonomy归AI公司。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31287-LAUNCH1",
      "companyId": null,
      "title": "DAIVIN! - We let humans breathe underwater (without oxygen tanks!)",
      "url": "https://www.ycombinator.com/launches/PE1-daivin-we-let-humans-breathe-underwater-without-oxygen-tanks",
      "publishedAt": "2026-01-23",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "潜水呼吸装备；电解及自动控制未证明AI核心业务，呼吸安全宣传未独立验证，不因名称autonomy归AI公司。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31289-YC",
      "companyId": "YC31289",
      "title": "Fixture：YC当前复核",
      "url": "https://www.ycombinator.com/companies/fixture",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队5人、状态Active。聚合邮件/会议和客户上下文，以Agent建议潜客并辅助销售跟进。 当前官网本轮无法读取，AI依据为YC明确Agent CRM业务，不当已核付费交付。合同、真实客户和联系权限尚待核。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31294-YC",
      "companyId": null,
      "title": "Dispatch：YC当前复核",
      "url": "https://www.ycombinator.com/companies/dispatch",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立、团队4人、状态Active。空间制造/返航载荷设施；自主和无人制造远景未补足明确AI模型，首飞计划及试验成本节省不等实际部署/公司收入。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31294-LAUNCH1",
      "companyId": null,
      "title": "Dispatch | Satellites for Manufacturing In Space",
      "url": "https://www.ycombinator.com/launches/Pnf-dispatch-satellites-for-manufacturing-in-space",
      "publishedAt": "2026-03-31",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "空间制造/返航载荷设施；自主和无人制造远景未补足明确AI模型，首飞计划及试验成本节省不等实际部署/公司收入。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31296-YC",
      "companyId": null,
      "title": "Unifold：YC当前复核",
      "url": "https://www.ycombinator.com/companies/unifold",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立、团队3人、状态Active。多链入金API/SDK；服务Agent或AI客户不等AI核心主营，客户充值/结算与前公司3000万用户不迁为公司收入。",
      "limitation": "自述字段、业务截至日和法律注册未独立核；原始ai-unclear状态不回写。"
    },
    {
      "id": "UNCLEAR4-31296-LAUNCH1",
      "companyId": null,
      "title": "Unifold – Universal deposit infrastructure for on-chain apps",
      "url": "https://www.ycombinator.com/launches/PRe-unifold-universal-deposit-infrastructure-for-on-chain-apps",
      "publishedAt": "2026-02-17",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "多链入金API/SDK；服务Agent或AI客户不等AI核心主营，客户充值/结算与前公司3000万用户不迁为公司收入。",
      "limitation": "历史公司发布；品牌/产品转型、性能、交易量、客户成果、示例、融资与实收分别核，不作独立验证或当前ARR。"
    },
    {
      "id": "UNCLEAR4-31135-HOME",
      "companyId": null,
      "title": "RoboDock：官网本轮读取",
      "url": "https://www.robodock.tech/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官网无法读取。",
      "limitation": "只记录可读YC/历史发布，未据视觉传感或自主标签证明AI模型。"
    },
    {
      "id": "UNCLEAR4-31151-HOME",
      "companyId": "YC31151",
      "title": "Sparkles：官网本轮读取",
      "url": "https://sparkles.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "编码Agent云沙盒/PR，组织积分月付50美元符号/500credits；首组织100免费，余额可结转，每credit标0.10推理。",
      "limitation": "定价与示例PR/报价不是公司实收；上游推理、沙盒费用和净收入需拆，未运行安全/代码效果验证。"
    },
    {
      "id": "UNCLEAR4-31152-HOME",
      "companyId": "YC31152",
      "title": "Fern：官网本轮读取",
      "url": "https://www.fern.bot/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前机器人RL/评估环境，页脚Ishiki Labs Inc。",
      "limitation": "历史同页为会议AI助手，转型日期和当前训练效果/付费仍待核，不迁旧产品结果。"
    },
    {
      "id": "UNCLEAR4-31154-HOME",
      "companyId": "AI036",
      "title": "Orthogonal：官网本轮读取",
      "url": "https://www.orthogonal.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "统一API/MCP/CLI及跨供应商预付余额，支持Agent付款；页首4.3M融资。",
      "limitation": "客户充值、上游API付款、请求数与平台净收入分开，融资非收入；未执行官网setup技能。"
    },
    {
      "id": "UNCLEAR4-31159-HOME",
      "companyId": "YC31159",
      "title": "Sponge：官网本轮读取",
      "url": "https://paysponge.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Agent钱包/商户网关、x402/MPP；Rain发卡独立于钱包及虚拟账户。",
      "limitation": "500余额/150转账/25每日预算是页面示例；不是实收或流水，未开账户/授权付款。"
    },
    {
      "id": "UNCLEAR4-31173-HOME",
      "companyId": "YC31173",
      "title": "Laurence：官网本轮读取",
      "url": "https://www.laurence.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自动Amazon广告管理、利润/获客优化与自然语言品牌情报。",
      "limitation": "品牌收入、广告花费和广告示例不是Laurence收入；RL/Transformer技术依据为有日期历史公司发布，未核效果。"
    },
    {
      "id": "UNCLEAR4-31199-HOME",
      "companyId": "YC31199",
      "title": "Emdash：官网本轮读取",
      "url": "https://emdash.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "免费开源多编码Agent桌面工作台，当前Mac/Windows/Linux，页首称逾百万下载。",
      "limitation": "2.0为候补，下载不等独立用户/付费；示例检查通过不证明真实运行，无安装或编译。"
    },
    {
      "id": "UNCLEAR4-31194-HOME",
      "companyId": null,
      "title": "Valence：官网本轮读取",
      "url": "https://valence.trade/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官网读取502。",
      "limitation": "业务及1B合约/2025历史交易量依据YC发布；未将不可读网页或交易量当收入/AI证据。"
    },
    {
      "id": "UNCLEAR4-31204-HOME",
      "companyId": null,
      "title": "Forum：官网本轮读取",
      "url": "https://www.forum.market/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "仅取得注意力市场标题，无可读正文。",
      "limitation": "历史1000为模拟币，AI产品话题不证明自身AI任务。"
    },
    {
      "id": "UNCLEAR4-31227-HOME",
      "companyId": null,
      "title": "Sequence Markets：官网本轮读取",
      "url": "https://sequencemkts.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI execution标题，正文仅图式订单/跨市场程序化执行一行。",
      "limitation": "标题/Agent接口与核心AI交付分开；104B用户自报及10M测试交易非公司收入。"
    },
    {
      "id": "UNCLEAR4-31229-HOME",
      "companyId": null,
      "title": "Doomersion：官网本轮读取",
      "url": "https://doomersion.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "按水平/兴趣匹配短视频的语言学习，字幕解释、复习及测验；页脚Doomlingo Inc。",
      "limitation": "个性化算法或.ai联系域名未单独证明AI模型，下载数不当付费，实体注册未核。"
    },
    {
      "id": "UNCLEAR4-31234-HOME",
      "companyId": "YC31234",
      "title": "Ekpa：官网本轮读取",
      "url": "https://goekpa.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "持仓研究/推荐，只读连接，官网7M+连接资产与6500+分析；Standard免费。",
      "limitation": "不能下单/移动资金是官网权限说明，未实测；资产、演示持仓和短期收益不等公司收入/可靠投资能力。"
    },
    {
      "id": "UNCLEAR4-31239-HOME",
      "companyId": null,
      "title": "Fort：官网本轮读取",
      "url": "https://fort.cx/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "可穿戴/训练识别商店页面。",
      "limitation": "未读到明确AI模型；历史预购报价/限额非已售，2024原型与YC2025成立分开待核。"
    },
    {
      "id": "UNCLEAR4-31242-HOME",
      "companyId": "YC31242",
      "title": "Booko：官网本轮读取",
      "url": "https://booko.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "从预订历史训练需求模型，预测空档并促销；当前官网客户约20%提升。",
      "limitation": "94.2%准确率、4280增收等界面是示例；没有独立账单或评估，不当平台收入。"
    },
    {
      "id": "UNCLEAR4-31249-HOME",
      "companyId": null,
      "title": "Meteoric：官网本轮读取",
      "url": "https://meteoric.earth/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "无人机天气工程及太阳能产出增益，当前数值为模型最大估计。",
      "limitation": "行业AI预测进展和电力需求非自身AI核心证明，计划与云室实验不当实际收益。"
    },
    {
      "id": "UNCLEAR4-31252-HOME",
      "companyId": "YC31252",
      "title": "Moda：官网本轮读取",
      "url": "https://moda.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "生产Agent监控、失败追踪和评估/回放。",
      "limitation": "109K对话、99.2%审阅、94%测试等界面不当实际效果或经营数据，未运行。"
    },
    {
      "id": "UNCLEAR4-31269-HOME",
      "companyId": "YC31269",
      "title": "MochaCare：官网本轮读取",
      "url": "https://www.mochacare.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "居家照护AI工具及人工运营，Platform与Managed分开；排班/CRM/奖励标Coming soon，2.4M融资。",
      "limitation": "不能把历史全托管表述当当前所有功能已自助上线；人工服务成本、融资和平台收入分开，实际合同未核。"
    },
    {
      "id": "UNCLEAR4-31273-HOME",
      "companyId": null,
      "title": "SpotPay：官网本轮读取",
      "url": "https://www.spotpay.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "跨境金融钱包/卡，官网声明金融服务平台而非银行。",
      "limitation": "无明确AI主营说明，注册/风控未独立核；TPV或用户增长不等净收入增长。"
    },
    {
      "id": "UNCLEAR4-31279-HOME",
      "companyId": "YC31279",
      "title": "Regbase：官网本轮读取",
      "url": "https://regbase.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI监管研究Agent与跨语种/地方来源追踪。",
      "limitation": "100小时到1小时及来源覆盖为厂商主张，不核法律内容；400M资助线索非平台收入。"
    },
    {
      "id": "UNCLEAR4-31284-HOME",
      "companyId": "YC31284",
      "title": "Origami Robotics：官网本轮读取",
      "url": "https://www.origami-robotics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "机器人学习手套和手部产品，当前突出S1数据采集手套。",
      "limitation": "历史售手未给金额；实际型号/交付、迁移效果及硬件/模型/数据收入需拆。"
    },
    {
      "id": "UNCLEAR4-31289-HOME",
      "companyId": "YC31289",
      "title": "Fixture：官网本轮读取",
      "url": "https://fixture.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前官网本轮无法读取。",
      "limitation": "AI CRM依据为明确YC公司自述，未取得官网全文、实际合同或付费规模。"
    },
    {
      "id": "UNCLEAR4-31199-README",
      "companyId": "YC31199",
      "title": "Emdash公开README",
      "url": "https://raw.githubusercontent.com/generalaction/emdash/main/README.md",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "可读worktree隔离、多编码Agent、SSH远程、自备CLI及本地SQLite说明；模型提供商数据处理与桌面本地状态分开。",
      "limitation": "只读公开材料，未运行安装、审查全部源码或验证数据边界；开源不提供付费金额。"
    },
    {
      "id": "UNCLEAR4-31199-LICENSE",
      "companyId": "YC31199",
      "title": "Emdash公开LICENSE",
      "url": "https://raw.githubusercontent.com/generalaction/emdash/main/LICENSE.md",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "许可证为Apache2.0，版权2026 General Action Inc；此日期不单独代替YC2025成立自述。",
      "limitation": "只读公开材料，未运行安装、审查全部源码或验证数据边界；开源不提供付费金额。"
    },
    {
      "id": "UNCLEAR4-INDEX",
      "companyId": null,
      "title": "原AI不明候选第四批24项边界",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原192项第73—96项：12新增、1复用Orthogonal、11保留AI主营待核。",
      "limitation": "四批96项加此前OpenSEO共97项有后续记录，其余95项继续补核；不回写原发现计数，不代表全部确认来源完成。"
    },
    {
      "id": "UNCLEAR5-31298-YC",
      "companyId": null,
      "title": "Applied Electrodynamics, Inc.：当前YC复核",
      "url": "https://www.ycombinator.com/companies/applied-electrodynamics-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队5人，状态Active。穿透成像硬件/算法用于建筑和检查；机器可读、成像算法及创始人旧智能设备不足以单独确认当前AI模型主营。预购/1mm宣传非实销或独立性能证明。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31298-LAUNCH1",
      "companyId": null,
      "title": "Applied Electrodynamics: A new kind of camera that can see through walls",
      "url": "https://www.ycombinator.com/launches/SAN-applied-electrodynamics-a-new-kind-of-camera-that-can-see-through-walls",
      "publishedAt": "2026-07-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "穿透成像硬件/算法用于建筑和检查；机器可读、成像算法及创始人旧智能设备不足以单独确认当前AI模型主营。预购/1mm宣传非实销或独立性能证明。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31329-YC",
      "companyId": "AI002",
      "title": "primitive：当前YC复核",
      "url": "https://www.ycombinator.com/companies/primitive",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队4人，状态Active。复用既有primitive Agent通信设施，不重复新增，官网本轮读取未成功。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31344-YC",
      "companyId": null,
      "title": "Totalis：当前YC复核",
      "url": "https://www.ycombinator.com/companies/totalis",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队0人，状态Active。预测市场组合交易/RFQ；AI题材、相关性定价和数学优化不自动等AI主营，用户头寸/押注不当净收入，Team Size=0仅原自述字段不作无人运营结论。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31344-LAUNCH1",
      "companyId": null,
      "title": "Totalis - Parlay on Anything",
      "url": "https://www.ycombinator.com/launches/QUr-totalis-parlay-on-anything",
      "publishedAt": "2026-05-25",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "预测市场组合交易/RFQ；AI题材、相关性定价和数学优化不自动等AI主营，用户头寸/押注不当净收入，Team Size=0仅原自述字段不作无人运营结论。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31345-YC",
      "companyId": "YC31345",
      "title": "Replicas：当前YC复核",
      "url": "https://www.ycombinator.com/companies/replicas",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队2人，状态Active。在云端VM中运行编码Agent，配置项目环境并按CI/代码评审反馈迭代PR。 2026-04称20+YC团队采用，未给付费；官网400万融资及Agent活动墙不是收入或实际并发规模。未连接仓库或运行。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31345-LAUNCH1",
      "companyId": "YC31345",
      "title": "Replicas - End-to-End Background Coding Agents",
      "url": "https://www.ycombinator.com/launches/PpP-replicas-end-to-end-background-coding-agents",
      "publishedAt": "2026-04-01",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "在云端VM中运行编码Agent，配置项目环境并按CI/代码评审反馈迭代PR。 2026-04称20+YC团队采用，未给付费；官网400万融资及Agent活动墙不是收入或实际并发规模。未连接仓库或运行。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31350-YC",
      "companyId": "YC31350",
      "title": "Hexa：当前YC复核",
      "url": "https://www.ycombinator.com/companies/hexa",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队3人，状态Active。在ERP中用Agent处理RFQ报价、订单、采购及AP/AR。 官网明确驻场观察及定制部署；客户10%以上收入提升、15%推荐奖励与创始人旧5000用户不是Hexa收入，不能默认纯SaaS毛利。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31350-LAUNCH1",
      "companyId": "YC31350",
      "title": "Hexa: Autonomous operations for industrial distributors",
      "url": "https://www.ycombinator.com/launches/Qfd-hexa-autonomous-operations-for-industrial-distributors",
      "publishedAt": "2026-06-03",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "在ERP中用Agent处理RFQ报价、订单、采购及AP/AR。 官网明确驻场观察及定制部署；客户10%以上收入提升、15%推荐奖励与创始人旧5000用户不是Hexa收入，不能默认纯SaaS毛利。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31364-YC",
      "companyId": "YC31364",
      "title": "Chert：当前YC复核",
      "url": "https://www.ycombinator.com/companies/chert",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队2人，状态Active。为AI Agent提供iMessage、SMS及FaceTime音视频通信。 官网明确Agent接口，当前CLI说明与尚未发布npm/Python SDK分开；不能因安装示例就称包已可用，未开通通信或核验送达/身份权限。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31364-LAUNCH1",
      "companyId": "YC31364",
      "title": "Chert – iMessage infrastructure for trusted communication at scale",
      "url": "https://www.ycombinator.com/launches/QGN-chert-imessage-infrastructure-for-trusted-communication-at-scale",
      "publishedAt": "2026-05-07",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "为AI Agent提供iMessage、SMS及FaceTime音视频通信。 官网明确Agent接口，当前CLI说明与尚未发布npm/Python SDK分开；不能因安装示例就称包已可用，未开通通信或核验送达/身份权限。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31367-YC",
      "companyId": null,
      "title": "Andustry：当前YC复核",
      "url": "https://www.ycombinator.com/companies/andustry",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队2人，状态Active。当前YC无业务正文，官网无可读文字；业务类别、AI相关性、交付及收入保留未知。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31372-YC",
      "companyId": "YC31372",
      "title": "Trellis：当前YC复核",
      "url": "https://www.ycombinator.com/companies/trellistech",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队5人，状态Active。用Agent执行客人消息、清洁维护、任务及业主报告等物业运营。 YC未注明业务截至日的500K ARR/35客户/3000房源，与官网2026-08-24的600K+ ARR/45+公司/4000+房源分别保存。报价749.99美元符号/月起，上线费另计，默认草稿/转人工，不当无监督全自动。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31372-LAUNCH1",
      "companyId": "YC31372",
      "title": "Trellis: Autonomous Agents for Short Term Rentals",
      "url": "https://www.ycombinator.com/launches/Q15-trellis-autonomous-agents-for-short-term-rentals",
      "publishedAt": "2026-04-22",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用Agent执行客人消息、清洁维护、任务及业主报告等物业运营。 YC未注明业务截至日的500K ARR/35客户/3000房源，与官网2026-08-24的600K+ ARR/45+公司/4000+房源分别保存。报价749.99美元符号/月起，上线费另计，默认草稿/转人工，不当无监督全自动。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31377-YC",
      "companyId": "YC31377",
      "title": "Limrun：当前YC复核",
      "url": "https://www.ycombinator.com/companies/limrun",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队1人，状态Active。向云Agent提供远程Xcode、iOS/Android模拟器及预览服务。 明确是扩展既有沙盒的远程能力，不是整套沙盒替换；Replit等采用及演示构建日志不证明实际付费/成功率。页面0分钟计数可能加载，未作零业务判断。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31377-LAUNCH1",
      "companyId": "YC31377",
      "title": "Limrun - Your cloud agent can build mobile apps now",
      "url": "https://www.ycombinator.com/launches/QSu-limrun-your-cloud-agent-can-build-mobile-apps-now",
      "publishedAt": "2026-05-21",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "向云Agent提供远程Xcode、iOS/Android模拟器及预览服务。 明确是扩展既有沙盒的远程能力，不是整套沙盒替换；Replit等采用及演示构建日志不证明实际付费/成功率。页面0分钟计数可能加载，未作零业务判断。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31382-YC",
      "companyId": "YC31382",
      "title": "Kinro：当前YC复核",
      "url": "https://www.ycombinator.com/companies/kinro",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队6人，状态Active。以AI加持牌代理协助企业找保险并办理经纪流程；历史为向经纪商出售工作流。 2026-06发布称转型前年度收入100万、签单100万/约三分之一到账并放弃旧客户；均非当前经纪ARR。官网当前明确持牌代理支持；许可/承保首单为厂商自述未独立核，保费和佣金不混算。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31382-LAUNCH1",
      "companyId": "YC31382",
      "title": "Kinro - The first autonomous insurance brokerage",
      "url": "https://www.ycombinator.com/launches/Qrp-kinro-the-first-autonomous-insurance-brokerage",
      "publishedAt": "2026-06-16",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以AI加持牌代理协助企业找保险并办理经纪流程；历史为向经纪商出售工作流。 2026-06发布称转型前年度收入100万、签单100万/约三分之一到账并放弃旧客户；均非当前经纪ARR。官网当前明确持牌代理支持；许可/承保首单为厂商自述未独立核，保费和佣金不混算。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31391-YC",
      "companyId": null,
      "title": "HEVN, inc：当前YC复核",
      "url": "https://www.ycombinator.com/companies/hevn-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队8人，状态Active。跨境支付/企业账户；官网新增Claude/Codex支付操作功能，但核心支付业务与AI贡献占比未核。AI接口、旧钱包1500万用户、客户资金及报价不等AI主营或收入。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31391-LAUNCH1",
      "companyId": null,
      "title": "HEVN: Brex for Non-US Internet Companies",
      "url": "https://www.ycombinator.com/launches/Q9t-hevn-brex-for-non-us-internet-companies",
      "publishedAt": "2026-04-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "跨境支付/企业账户；官网新增Claude/Codex支付操作功能，但核心支付业务与AI贡献占比未核。AI接口、旧钱包1500万用户、客户资金及报价不等AI主营或收入。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31399-YC",
      "companyId": null,
      "title": "Madrone：当前YC复核",
      "url": "https://www.ycombinator.com/companies/madrone",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队2人，状态Active。数据中心冷却/热力系统，属于AI算力邻接；创始人旧ML经历与GPU客户不等自身AI核心交付。7800万GPU收入/节省计算属于客户模型，不作公司收入。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31399-LAUNCH1",
      "companyId": null,
      "title": "Madrone - chiller-less cooling for desert data centers",
      "url": "https://www.ycombinator.com/launches/QL1-madrone-chiller-less-cooling-for-desert-data-centers",
      "publishedAt": "2026-05-12",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "数据中心冷却/热力系统，属于AI算力邻接；创始人旧ML经历与GPU客户不等自身AI核心交付。7800万GPU收入/节省计算属于客户模型，不作公司收入。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31403-YC",
      "companyId": "YC31403",
      "title": "transload：当前YC复核",
      "url": "https://www.ycombinator.com/companies/transload",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队3人，状态Active。用既有安防摄像机的计算机视觉测量货物、关联扫描和WMS/TMS。 官网明确AI分析动作/姿态关联货物；每站每月约5万美元再计费/利用率改善属于客户，不是transload收入。一天试点和全覆盖为自述，未独立测量精度或隐私控制。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31403-LAUNCH1",
      "companyId": "YC31403",
      "title": "transload – we measure freight with security cameras",
      "url": "https://www.ycombinator.com/launches/QP2-transload-we-measure-freight-with-security-cameras",
      "publishedAt": "2026-05-18",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用既有安防摄像机的计算机视觉测量货物、关联扫描和WMS/TMS。 官网明确AI分析动作/姿态关联货物；每站每月约5万美元再计费/利用率改善属于客户，不是transload收入。一天试点和全覆盖为自述，未独立测量精度或隐私控制。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31409-YC",
      "companyId": "YC31409",
      "title": "InstaAgent：当前YC复核",
      "url": "https://www.ycombinator.com/companies/instaagent",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队10人，状态Active。AI生成面向细分受众的创意，并进行广告/社交分发及持续优化。 2026-05发布自称十个月100万ARR且明确从自助转agency；当前YC改称100万annual run rate。保留原标签/时点差异，不将服务年化等同SaaS ARR；官网500+服务客户为自述，创始人旧用户不迁入。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31409-LAUNCH1",
      "companyId": "YC31409",
      "title": "InstaAgent – One marketing campaign → hundreds of personas",
      "url": "https://www.ycombinator.com/launches/QKB-instaagent-one-marketing-campaign-hundreds-of-personas",
      "publishedAt": "2026-05-11",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI生成面向细分受众的创意，并进行广告/社交分发及持续优化。 2026-05发布自称十个月100万ARR且明确从自助转agency；当前YC改称100万annual run rate。保留原标签/时点差异，不将服务年化等同SaaS ARR；官网500+服务客户为自述，创始人旧用户不迁入。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31411-YC",
      "companyId": "YC31411",
      "title": "Andco：当前YC复核",
      "url": "https://www.ycombinator.com/companies/andco",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队3人，状态Active。以Agent索取及整理医疗、警方、保险材料，构建诉前案件。 YC自报2026成立；创始人履历明确此前为Layup W23，旧2023—2025发布被挂在当前公司页，不证明同一法律实体或Andco早已成立。保留新公司自述与旧事业关系，480万融资不作收入。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31411-LAUNCH1",
      "companyId": "YC31411",
      "title": "Andco: Agentic case workups for personal injury law firms.",
      "url": "https://www.ycombinator.com/launches/QAX-andco-agentic-case-workups-for-personal-injury-law-firms",
      "publishedAt": "2026-04-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以Agent索取及整理医疗、警方、保险材料，构建诉前案件。 YC自报2026成立；创始人履历明确此前为Layup W23，旧2023—2025发布被挂在当前公司页，不证明同一法律实体或Andco早已成立。保留新公司自述与旧事业关系，480万融资不作收入。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31411-LAUNCH6",
      "companyId": null,
      "title": "Layup: Complete your workflows, with just one line 🏀⚡️",
      "url": "https://www.ycombinator.com/launches/IHQ-layup-complete-your-workflows-with-just-one-line",
      "publishedAt": "2023-03-14",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Layup的2023发布标题/开头明确旧团队的应用工作流产品；仅作为创始人此前事业证据，不归Andco成立或业绩。",
      "limitation": "只核标题/开头及当前创始人履历的业务归属，未将整篇旧文计作新公司深查。"
    },
    {
      "id": "UNCLEAR5-31414-YC",
      "companyId": null,
      "title": "Dreach：当前YC复核",
      "url": "https://www.ycombinator.com/companies/dreach",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队2人，状态Active。招聘机构的获客线索代办，官网明确逐条人工核查和服务交付；.ai域名、预测式宣传未补足AI核心实现。示例联系人/公司不是实际数据，按月或成功收费非已实现收入。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31423-YC",
      "companyId": "YC31423",
      "title": "BentoLabs AI：当前YC复核",
      "url": "https://www.ycombinator.com/companies/bentolabs-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队5人，状态Active。从运行轨迹检测静默失败/偏移，并生成可复用修复及学习记忆。 旧Emergent的100M ARR及500万用户属前雇主。Terminal-Bench2.0为厂商内部38/89任务、187试次的42.2到52.4比较，非榜单提交/独立复现；warmup及验证提示变化的泛化需另核。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31423-LAUNCH1",
      "companyId": "YC31423",
      "title": "BentoLabs AI: Monitoring and Learning layer for long-running agents",
      "url": "https://www.ycombinator.com/launches/Qcw-bentolabs-ai-monitoring-and-learning-layer-for-long-running-agents",
      "publishedAt": "2026-06-01",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "从运行轨迹检测静默失败/偏移，并生成可复用修复及学习记忆。 旧Emergent的100M ARR及500万用户属前雇主。Terminal-Bench2.0为厂商内部38/89任务、187试次的42.2到52.4比较，非榜单提交/独立复现；warmup及验证提示变化的泛化需另核。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31429-YC",
      "companyId": null,
      "title": "Oddpool：当前YC复核",
      "url": "https://www.ycombinator.com/companies/oddpool",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队2人，状态Inactive。预测市场机构数据基础设施；创始人ML节省和编码Agent可读文档不证明自身AI核心业务。YC Inactive但官网仍可读，不能据此确认停服/注销；数据API报价非实收。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31429-LAUNCH1",
      "companyId": null,
      "title": "Oddpool: The institutional data layer for prediction markets",
      "url": "https://www.ycombinator.com/launches/QKF-oddpool-the-institutional-data-layer-for-prediction-markets",
      "publishedAt": "2026-05-11",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "预测市场机构数据基础设施；创始人ML节省和编码Agent可读文档不证明自身AI核心业务。YC Inactive但官网仍可读，不能据此确认停服/注销；数据API报价非实收。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31438-YC",
      "companyId": "AI001",
      "title": "Result：当前YC复核",
      "url": "https://www.ycombinator.com/companies/result",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队2人，状态Active。复用原公司；保留YC创业平台历史与当前个人iPhone/Mac Agent差异，客户ARR不作公司收入。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31438-LAUNCH1",
      "companyId": "AI001",
      "title": "Result - where businesses get built",
      "url": "https://www.ycombinator.com/launches/QkS-result-where-businesses-get-built",
      "publishedAt": "2026-06-09",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "复用原公司；保留YC创业平台历史与当前个人iPhone/Mac Agent差异，客户ARR不作公司收入。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31439-YC",
      "companyId": "YC31439",
      "title": "Parrot：当前YC复核",
      "url": "https://www.ycombinator.com/companies/useparrot",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队2人，状态Active。以AI理解维修估价/零件/保险上下文，打电话、追索赔并协调运营。 2026-06自述两门店各签30K年合同，未给服务期/回款，不推60K ARR；官网15K客户月增收也不是Parrot收入。现场学习与实际人工介入、准确率待核。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31439-LAUNCH1",
      "companyId": "YC31439",
      "title": "Parrot - AI-native OS for auto repair shops",
      "url": "https://www.ycombinator.com/launches/QdR-parrot-ai-native-os-for-auto-repair-shops",
      "publishedAt": "2026-06-01",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以AI理解维修估价/零件/保险上下文，打电话、追索赔并协调运营。 2026-06自述两门店各签30K年合同，未给服务期/回款，不推60K ARR；官网15K客户月增收也不是Parrot收入。现场学习与实际人工介入、准确率待核。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31442-YC",
      "companyId": null,
      "title": "AICE：当前YC复核",
      "url": "https://www.ycombinator.com/companies/aice",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队2人，状态Active。自主水下防务系统；AI模型/学习任务未确认，官网HTML元数据成立2025与YC2026冲突保留。原型/需求及旧能源方向不作已核部署或收入。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31442-LAUNCH1",
      "companyId": null,
      "title": "AICE Power - Underwater drones for defense",
      "url": "https://www.ycombinator.com/launches/Qdm-aice-power-underwater-drones-for-defense",
      "publishedAt": "2026-06-02",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自主水下防务系统；AI模型/学习任务未确认，官网HTML元数据成立2025与YC2026冲突保留。原型/需求及旧能源方向不作已核部署或收入。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31448-YC",
      "companyId": "YC31448",
      "title": "smol machines：当前YC复核",
      "url": "https://www.ycombinator.com/companies/smol-machines",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队1人，状态Active。提供可在本机、云和自托管之间运行的可移植VM，支持RL rollout和持久Agent。 YC简介泛化，本轮官网明确RL分叉/评分及持久Agent用途，据此补AI设施关联。100赠额、默认资源与小于200ms比较是厂商信息，未运行或验证隔离/性能。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31450-YC",
      "companyId": null,
      "title": "River Markets：当前YC复核",
      "url": "https://www.ycombinator.com/companies/river-markets",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026年成立，团队2人，状态Active。预测市场主经纪及跨市场执行；智能路由、量化策略或前雇主模型履历不足以证明核心AI主营。50M交易量、客户排名和850万融资不作公司净收入。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31450-LAUNCH1",
      "companyId": null,
      "title": "River Markets - The prime broker for prediction markets",
      "url": "https://www.ycombinator.com/launches/QUc-river-markets-the-prime-broker-for-prediction-markets",
      "publishedAt": "2026-05-26",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "预测市场主经纪及跨市场执行；智能路由、量化策略或前雇主模型履历不足以证明核心AI主营。50M交易量、客户排名和850万融资不作公司净收入。",
      "limitation": "公司历史发布/自述；签单、回款、服务年化、客户/旧事业金额与当前可比ARR分开，未独立查账或运行产品。"
    },
    {
      "id": "UNCLEAR5-31457-YC",
      "companyId": "YC31457",
      "title": "ValCtrl：当前YC复核",
      "url": "https://www.ycombinator.com/companies/valctrl",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025年成立，团队2人，状态Active。从自然语言信念构建预测合约，以世界模型映射市场信号、评估风险及定价。 YC当前详细描述提供AI任务，官网只有标语/联系。模型定价做市为建设方向，未取得实盘、许可、收入或可靠定价验证，不将流动性和客户押注当公司收入。",
      "limitation": "自述字段的业务截止日、法律注册和实际收费未独立核；原ai-unclear初筛不回写。"
    },
    {
      "id": "UNCLEAR5-31298-HOME",
      "companyId": null,
      "title": "Applied Electrodynamics, Inc.：本轮官网读取",
      "url": "https://www.appliedelectrodynamics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "WaveSight穿透成像及建筑/检查用途，预购入口。",
      "limitation": "未明确学习模型/AI任务；成像/精度宣传非独立测试或实销，旧Nest经历不迁入。"
    },
    {
      "id": "UNCLEAR5-31329-HOME",
      "companyId": "AI002",
      "title": "primitive：本轮官网读取",
      "url": "https://primitive.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "浏览工具不支持返回类型，独立HTTP读取403。",
      "limitation": "本轮未取得正文，AI业务依据为当前YC自述，不声称官网已读。"
    },
    {
      "id": "UNCLEAR5-31344-HOME",
      "companyId": null,
      "title": "Totalis：本轮官网读取",
      "url": "https://www.totalis.trade/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "预测市场Combo、RFQ与组合抵押。",
      "limitation": "相关性数学/AI话题不证明AI主营；用户资金、报价、结算非公司收入。"
    },
    {
      "id": "UNCLEAR5-31345-HOME",
      "companyId": "YC31345",
      "title": "Replicas：本轮官网读取",
      "url": "https://replicas.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "云编码Agent平台及400万seed公告，页面含Agent活动墙。",
      "limitation": "活动墙和演示非实际任务规模，融资不是收入；未运行Agent或云VM。"
    },
    {
      "id": "UNCLEAR5-31350-HOME",
      "companyId": "YC31350",
      "title": "Hexa：本轮官网读取",
      "url": "https://www.hexaagents.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "工业ERP Agent与驻场发现、定制集成、优化部署流程。",
      "limitation": "人工工程/维护、软件收费和ROI需拆；客户增收及推荐费不是自身ARR。"
    },
    {
      "id": "UNCLEAR5-31364-HOME",
      "companyId": "YC31364",
      "title": "Chert：本轮官网读取",
      "url": "https://www.trychert.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI Agent iMessage/SMS/FaceTime通信；当前声明npm及Python SDK尚未发布。",
      "limitation": "不能根据示例命令推可用包；没有开通消息/通话或验证权限和送达。"
    },
    {
      "id": "UNCLEAR5-31367-HOME",
      "companyId": null,
      "title": "Andustry：本轮官网读取",
      "url": "https://andustry.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网无可读正文。",
      "limitation": "主营、AI任务、买家和收入未知，不补造数据。"
    },
    {
      "id": "UNCLEAR5-31372-HOME",
      "companyId": "YC31372",
      "title": "Trellis：本轮官网读取",
      "url": "https://www.trellistech.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "短租物业Agent软件及客户展示。",
      "limitation": "客户Logo/房源不是独立付费证明；业务/收入时点以分别记录的YC及官网页面自述理解。"
    },
    {
      "id": "UNCLEAR5-31377-HOME",
      "companyId": "YC31377",
      "title": "Limrun：本轮官网读取",
      "url": "https://limrun.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "远程Xcode、iOS/Android模拟器扩展云Agent能力。",
      "limitation": "页面构建日志和0分钟计数不当实测/零业务；未调用远程构建、运行技能或按演示改当前项目。"
    },
    {
      "id": "UNCLEAR5-31382-HOME",
      "companyId": "YC31382",
      "title": "Kinro：本轮官网读取",
      "url": "https://kinro.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前面向小企业保险及持牌代理支持，无义务报价。",
      "limitation": "历史自主售险主张与当前人工代理支持分开；许可/保险结果未独立核，保费不等佣金。"
    },
    {
      "id": "UNCLEAR5-31391-HOME",
      "companyId": null,
      "title": "HEVN, inc：本轮官网读取",
      "url": "https://gethevn.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "企业跨境支付，含Claude/Codex操作账户/支付功能，官网声明非银行。",
      "limitation": "AI功能与支付主营的贡献待核，客户资金非公司收入，牌照/保障未独立核。"
    },
    {
      "id": "UNCLEAR5-31399-HOME",
      "companyId": null,
      "title": "Madrone：本轮官网读取",
      "url": "https://www.madrone.cool/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "数据中心水冷/露点热力系统，声称少30%电/水。",
      "limitation": "AI算力邻接，不自动属于AI主营；GPU收益和节省是客户经济模型，未验证。"
    },
    {
      "id": "UNCLEAR5-31403-HOME",
      "companyId": "YC31403",
      "title": "transload：本轮官网读取",
      "url": "https://www.transload.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "既有摄像机货物测量，AI动作/姿态关联扫描并写入WMS/TMS。",
      "limitation": "精度、全天覆盖、一天试点及数据合规只见自述，客户再计费收入不作平台收入。"
    },
    {
      "id": "UNCLEAR5-31409-HOME",
      "companyId": "YC31409",
      "title": "InstaAgent：本轮官网读取",
      "url": "https://instaagent.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI创意个性化及多渠道广告服务，声称500+已服务客户。",
      "limitation": "当前行业服务/媒体费与纯软件订阅须拆；官网未更新收入，YC与旧发布指标标签分别保留。"
    },
    {
      "id": "UNCLEAR5-31411-HOME",
      "companyId": "YC31411",
      "title": "Andco：本轮官网读取",
      "url": "https://www.useandco.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "人身伤害案件AI材料获取及casework，480万seed公告。",
      "limitation": "融资及每月案件量非收入；旧Layup是否法律主体连续仍需注册/协议补证。"
    },
    {
      "id": "UNCLEAR5-31414-HOME",
      "companyId": null,
      "title": "Dreach：本轮官网读取",
      "url": "https://dreach.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "招聘机构获客代办，团队逐条人工核查、每周名单；按月或成功收费。",
      "limitation": "AI核心任务未明；示例明确为虚构非客户数据，报价/潜客与实收分开。"
    },
    {
      "id": "UNCLEAR5-31423-HOME",
      "companyId": "YC31423",
      "title": "BentoLabs AI：本轮官网读取",
      "url": "https://bentolabs.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Agent生产监控、偏移检测和可复用修复/学习记忆。",
      "limitation": "模型/基准增益为内部自测，前雇主Emergent收入/用户不迁入Bento，不当榜单官方提交。"
    },
    {
      "id": "UNCLEAR5-31429-HOME",
      "companyId": null,
      "title": "Oddpool：本轮官网读取",
      "url": "https://www.oddpool.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "机构预测市场标准化数据及API，仍有可读产品和报价。",
      "limitation": "YC Inactive与网站可读不自动确认停服或持续经营；Agent可读文档及创始人旧ML不证明AI主营。"
    },
    {
      "id": "UNCLEAR5-31438-HOME",
      "companyId": "AI001",
      "title": "Result：本轮官网读取",
      "url": "https://result.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前个人iPhone/Mac Agent，设备上操作及可选云/本机模型。",
      "limitation": "与YC创业平台不同；条款Savio Martin支持同创始人关联，法律主体连续/迁移仍待核，不把客户ARR或免费入口变收入。"
    },
    {
      "id": "UNCLEAR5-31439-HOME",
      "companyId": "YC31439",
      "title": "Parrot：本轮官网读取",
      "url": "https://www.useparrot.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "碰撞维修AI运营、估价及追索赔，宣传门店新增15K月收入。",
      "limitation": "客户成果不作平台收入，30K年合同尚未给履约/回款，不反推ARR。"
    },
    {
      "id": "UNCLEAR5-31442-HOME",
      "companyId": null,
      "title": "AICE：本轮官网读取",
      "url": "https://aicepower.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "首次HTTP可读HTML声明水下防务系统；Organization元数据为AICE POWER SAS、foundingDate2025。",
      "limitation": "YC自报2026相冲突且AI模型不明；官网元数据不等独立工商核验，后续HTTP连接重置未补全文。"
    },
    {
      "id": "UNCLEAR5-31448-HOME",
      "companyId": "YC31448",
      "title": "smol machines：本轮官网读取",
      "url": "https://smolmachines.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "VM云/自托管运行时，明确RL rollout分叉及持久Agent用途。",
      "limitation": "同时支持通用负载，AI收入占比未知；100赠额与启动/隔离比较为厂商资料，未运行VM或构建。"
    },
    {
      "id": "UNCLEAR5-31450-HOME",
      "companyId": null,
      "title": "River Markets：本轮官网读取",
      "url": "https://www.rivermarkets.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "预测市场主经纪/执行及850万融资公告。",
      "limitation": "旧交易模型经历和智能路由不单独证明AI核心，50M交易量和融资不是收入。"
    },
    {
      "id": "UNCLEAR5-31457-HOME",
      "companyId": "YC31457",
      "title": "ValCtrl：本轮官网读取",
      "url": "https://valctrl.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网仅标语/联系与ValCtrl Inc页脚。",
      "limitation": "AI世界模型任务依YC当前自述，实际定价/做市、监管和交付未知。"
    },
    {
      "id": "UNCLEAR5-31372-PRICE",
      "companyId": "YC31372",
      "title": "Trellis当前套餐及实施边界",
      "url": "https://www.trellistech.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "749.99美元符号/月起，按房源扩展，一次性人工上线另报价；非自助，默认草稿/人工转交。",
      "limitation": "报价不作ARR，首次费用/人工调优及自动化比例须拆，当前FAQ与目标客户限制不完全一致。"
    },
    {
      "id": "UNCLEAR5-31372-FACTS",
      "companyId": "YC31372",
      "title": "Trellis公司事实页：2026-08-24自述",
      "url": "https://www.trellistech.com/ai-info",
      "publishedAt": "2026-08-24",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自述2026-02成立、Trellis Tech Inc/Delaware；ARR600K+、45+公司、4000+房源。",
      "limitation": "为公司维护的资料非独立注册/审计；美元符号未给货币代码，不与YC无截止日500K相加或视为同日冲突。 日期为页面最后更新，不是独立确认的财务截止日。"
    },
    {
      "id": "UNCLEAR5-31411-FOUNDER-HISTORY",
      "companyId": "YC31411",
      "title": "Andco创始人公开商业履历",
      "url": "https://www.ycombinator.com/companies/andco",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Ryan Xue及Michael Lemm均将Andco X26列为当前公司、Layup W23列为此前公司；当前公司页却附2023—2025旧发布。",
      "limitation": "页面发布映射并不证明法律主体相同，须结合原文/履历，不把旧公司成立及收入转移。"
    },
    {
      "id": "UNCLEAR5-31423-BENCH",
      "companyId": "YC31423",
      "title": "Bento Terminal-Bench2.0内部实验方法",
      "url": "https://bentolabs.ai/blog/tb2-recursive-learning-lift",
      "publishedAt": "2026-05-27",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "38/89任务、187试次，官方历史基线79/187与内部98/187比较；frozen-book且包含warmup来源内容，声明非竞赛提交。",
      "limitation": "未独立复现；配对/任务相关性、warmup分布、基线比较及泛化须另核，p值和pass@1非全任务或客户实测。"
    },
    {
      "id": "UNCLEAR5-31438-TERMS",
      "companyId": "AI001",
      "title": "Result当前个人Agent条款",
      "url": "https://result.dev/tos",
      "publishedAt": "2026-10-23",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2026-10-23条款署名Savio Martin，描述iPhone/Mac Agent、第三方开放权重模型及当前免费。",
      "limitation": "同创始人支持产品关联，不独立证明公司法律连续；免费不作历史零收入，也不据条款作独立安全验证。"
    },
    {
      "id": "UNCLEAR5-INDEX",
      "companyId": null,
      "title": "原AI不明候选第五批24项边界",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原192项第97—120项：13新增、2复用primitive/Result、9保留AI主营待核。",
      "limitation": "五批120项及此前OpenSEO1项共121项有后续记录，另71项继续补核；原始审计不回写。"
    },
    {
      "id": "UNCLEAR6-31460-YC",
      "companyId": "YC31460",
      "title": "PLAN0 AI：当前YC复核",
      "url": "https://www.ycombinator.com/companies/plan0-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队4人，状态Active。从建筑图纸提取工程量、估算成本，并以机器学习提供成本情景分析。 YC当前300亿及5月发布200亿为平台所涉工程价值，不是营业收入；官网明确模拟演示，展示估价和节省也不是实际客户回款。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31460-LAUNCH1",
      "companyId": "YC31460",
      "title": "PLAN0: AI-Powered construction cost estimates & analytics",
      "url": "https://www.ycombinator.com/launches/QLl-plan0-ai-powered-construction-cost-estimates-analytics",
      "publishedAt": "2026-05-13",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "从建筑图纸提取工程量、估算成本，并以机器学习提供成本情景分析。 YC当前300亿及5月发布200亿为平台所涉工程价值，不是营业收入；官网明确模拟演示，展示估价和节省也不是实际客户回款。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31465-YC",
      "companyId": null,
      "title": "Aseon Labs：当前YC复核",
      "url": "https://www.ycombinator.com/companies/aseon-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队5人，状态Active。AV车队充电/清洁/检查机器人站。公开发布招聘ML/CV但未明确实际交付的学习任务；机器人硬件/AV客户不单独证明AI主营。5000站点属旧Pushme；客户每车增收5万与1000万融资均非当前收入，官网第三方车辆图仅示意。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31465-LAUNCH1",
      "companyId": null,
      "title": "Aseon Labs: robotic pitstops for self-driving cars",
      "url": "https://www.ycombinator.com/launches/QKQ-aseon-labs-robotic-pitstops-for-self-driving-cars",
      "publishedAt": "2026-05-11",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AV车队充电/清洁/检查机器人站。公开发布招聘ML/CV但未明确实际交付的学习任务；机器人硬件/AV客户不单独证明AI主营。5000站点属旧Pushme；客户每车增收5万与1000万融资均非当前收入，官网第三方车辆图仅示意。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31475-YC",
      "companyId": "YC31475",
      "title": "Ardent：当前YC复核",
      "url": "https://www.ycombinator.com/companies/ardent",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025成立，团队3人，状态Active。向编码Agent提供按需隔离的Postgres数据库副本，测试迁移、回填及数据修改。 旧AI Data Engineer产品近200K ARR流失是失败/转型证据，不是当前数据库分支产品ARR，也不推当前零收入。6秒和隔离为厂商自述，未连接数据库或实测。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31475-LAUNCH1",
      "companyId": "YC31475",
      "title": "Ardent - Clone any postgres DB of any size in <6s",
      "url": "https://www.ycombinator.com/launches/QE3-ardent-clone-any-postgres-db-of-any-size-in-6s",
      "publishedAt": "2026-05-05",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "向编码Agent提供按需隔离的Postgres数据库副本，测试迁移、回填及数据修改。 旧AI Data Engineer产品近200K ARR流失是失败/转型证据，不是当前数据库分支产品ARR，也不推当前零收入。6秒和隔离为厂商自述，未连接数据库或实测。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31478-YC",
      "companyId": "YC31478",
      "title": "Silmaril：当前YC复核",
      "url": "https://www.ycombinator.com/companies/silmaril",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队2人，状态Active。通过攻击探测、执行上下文分类器及再训练保护Agent运行。 YC2800万和官网6800万/2000万为估计避免损失，不是销售；比较基准、低延迟、漏洞案例和认证均未独立核验，示例执行轨迹不是本研究实际运行。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31478-LAUNCH1",
      "companyId": "YC31478",
      "title": "Silmaril: Self-healing Prompt Injection Defense",
      "url": "https://www.ycombinator.com/launches/Pvl-silmaril-self-healing-prompt-injection-defense",
      "publishedAt": "2026-04-13",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "通过攻击探测、执行上下文分类器及再训练保护Agent运行。 YC2800万和官网6800万/2000万为估计避免损失，不是销售；比较基准、低延迟、漏洞案例和认证均未独立核验，示例执行轨迹不是本研究实际运行。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31482-YC",
      "companyId": "YC31482",
      "title": "Memory Store：当前YC复核",
      "url": "https://www.ycombinator.com/companies/memory-store",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025成立，团队4人，状态Active。通过MCP为Agent提供共享公司记忆，并从协作工具生成团队简报和上下文。 当前Memory Store官网跳转Mem Store，按成员150美元符号/月；页面示例简报不作真实客户业绩。Julep旧项目stars不迁入，法律主体与品牌迁移仍待核。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31482-LAUNCH1",
      "companyId": "YC31482",
      "title": "Memory Store - Your company's brain",
      "url": "https://www.ycombinator.com/launches/QPs-memory-store-your-company-s-brain",
      "publishedAt": "2026-05-19",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "通过MCP为Agent提供共享公司记忆，并从协作工具生成团队简报和上下文。 当前Memory Store官网跳转Mem Store，按成员150美元符号/月；页面示例简报不作真实客户业绩。Julep旧项目stars不迁入，法律主体与品牌迁移仍待核。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31485-YC",
      "companyId": "YC31485",
      "title": "ANORIA：当前YC复核",
      "url": "https://www.ycombinator.com/companies/anoria",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队5人，状态Active。以可穿戴设备采集音频/生物信号，通过SOMI模型推断情绪状态。 5月仅少量早期原型用户，官网仍早期访问；情绪识别和150信号相关性为厂商主张，未取得独立心理/临床效度或成品交付证明，不按成熟健康产品估值。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31485-LAUNCH1",
      "companyId": "YC31485",
      "title": "ANORIA -  Whoop for Emotions",
      "url": "https://www.ycombinator.com/launches/QD5-anoria-whoop-for-emotions",
      "publishedAt": "2026-05-05",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以可穿戴设备采集音频/生物信号，通过SOMI模型推断情绪状态。 5月仅少量早期原型用户，官网仍早期访问；情绪识别和150信号相关性为厂商主张，未取得独立心理/临床效度或成品交付证明，不按成熟健康产品估值。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31486-YC",
      "companyId": null,
      "title": "Ornadyne：当前YC复核",
      "url": "https://www.ycombinator.com/companies/ornadyne",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队4人，状态Active。鸟形无人机/侦察硬件。自主飞行、仿生和创始人航天履历未提供明确AI模型/学习任务；官网无可读正文，示范/论文履历不自动证明实销或模型性能。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31486-LAUNCH1",
      "companyId": null,
      "title": "Ornadyne - Robot Birds for Reconnaissance",
      "url": "https://www.ycombinator.com/launches/QAr-ornadyne-robot-birds-for-reconnaissance",
      "publishedAt": "2026-05-01",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "鸟形无人机/侦察硬件。自主飞行、仿生和创始人航天履历未提供明确AI模型/学习任务；官网无可读正文，示范/论文履历不自动证明实销或模型性能。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31489-YC",
      "companyId": null,
      "title": "Eden Robotics：当前YC复核",
      "url": "https://www.ycombinator.com/companies/eden-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025成立，团队4人，状态Active。按小时提供制造/物流机器人，官网10美元符号/小时起及零设置费；本轮未取得具体AI模型/学习任务证据，physical agents名称不单独确认AI主营。按时服务需拆折旧、现场维护和人工接管，不当软件MRR或零人工成本。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31489-LAUNCH1",
      "companyId": null,
      "title": "Eden - Autonomous Services for Humanity",
      "url": "https://www.ycombinator.com/launches/QXU-eden-autonomous-services-for-humanity",
      "publishedAt": "2026-05-27",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "按小时提供制造/物流机器人，官网10美元符号/小时起及零设置费；本轮未取得具体AI模型/学习任务证据，physical agents名称不单独确认AI主营。按时服务需拆折旧、现场维护和人工接管，不当软件MRR或零人工成本。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31501-YC",
      "companyId": null,
      "title": "General Aviation Company：当前YC复核",
      "url": "https://www.ycombinator.com/companies/general-aviation",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队5人，状态Active。机场数字/远程空管塔，当前官网未明确AI学习/识别核心；远程人工作业与AI自动空管需分开，基础设施客户规模不作收入或安全效度验证。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31505-YC",
      "companyId": "YC31505",
      "title": "OpenWork：当前YC复核",
      "url": "https://www.ycombinator.com/companies/openwork",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队4人，状态Active。提供桌面Agent工作区、共享技能和MCP连接，支持团队云端或自托管。 README及许可可读；桌面MIT与ee目录受限许可分别保存，不能笼统称全栈MIT。下载/stars不是付费用户；计划中功能、厂商认证与实际运行未核。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31505-LAUNCH1",
      "companyId": "YC31505",
      "title": "OpenWork - The open source alternative to Claude Cowork",
      "url": "https://www.ycombinator.com/launches/Q3p-openwork-the-open-source-alternative-to-claude-cowork",
      "publishedAt": "2026-04-23",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "提供桌面Agent工作区、共享技能和MCP连接，支持团队云端或自托管。 README及许可可读；桌面MIT与ee目录受限许可分别保存，不能笼统称全栈MIT。下载/stars不是付费用户；计划中功能、厂商认证与实际运行未核。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31512-YC",
      "companyId": null,
      "title": "Aernata：当前YC复核",
      "url": "https://www.ycombinator.com/companies/aernata",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队2人，状态Active。当前YC为CO2转甲醇化学公司，历史2026-05发布为Pentagon人/Agent协作。旧Pentagon官网仍可读、署名Arlington Labs，但与当前Aernata法律及业务延续未核；不能将旧AI业务搬成现行化学公司主营或成立/收入证明。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31512-LAUNCH1",
      "companyId": null,
      "title": "Pentagon - A coordination layer for humans and agents.",
      "url": "https://www.ycombinator.com/launches/QS1-pentagon-a-coordination-layer-for-humans-and-agents",
      "publishedAt": "2026-05-20",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前YC为CO2转甲醇化学公司，历史2026-05发布为Pentagon人/Agent协作。旧Pentagon官网仍可读、署名Arlington Labs，但与当前Aernata法律及业务延续未核；不能将旧AI业务搬成现行化学公司主营或成立/收入证明。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31516-YC",
      "companyId": "YC31516",
      "title": "Expanse：当前YC复核",
      "url": "https://www.ycombinator.com/companies/expanse",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025成立，团队4人，状态Active。利用代码、遥测和学习模型预测作业资源/失败风险并诊断集群任务。 运行于现有调度器旁而非替代；官网800万月计算浪费是客户资源估计。页面示例参数明确illustrative，内部基准和数据不出网主张未独立验证。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31516-LAUNCH1",
      "companyId": "YC31516",
      "title": "Expanse - Unlock wasted GPU capacity",
      "url": "https://www.ycombinator.com/launches/QCF-expanse-unlock-wasted-gpu-capacity",
      "publishedAt": "2026-05-04",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "利用代码、遥测和学习模型预测作业资源/失败风险并诊断集群任务。 运行于现有调度器旁而非替代；官网800万月计算浪费是客户资源估计。页面示例参数明确illustrative，内部基准和数据不出网主张未独立验证。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31529-YC",
      "companyId": null,
      "title": "Mochatrade：当前YC复核",
      "url": "https://www.ycombinator.com/companies/mochatrade",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队3人，状态Active。面向印度的美股代币衍生品交易平台；AI公司标的、行情/执行自动化不证明自身AI主营。旧钱包200万安装/20亿交易量及市场规模不作当前收入；合规注册只保留自述、不作独立法律认定。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31529-LAUNCH1",
      "companyId": null,
      "title": "Mochatrade - US stock perps for Indian traders with up to 50x leverage",
      "url": "https://www.ycombinator.com/launches/QJd-mochatrade-us-stock-perps-for-indian-traders-with-up-to-50x-leverage",
      "publishedAt": "2026-05-11",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "面向印度的美股代币衍生品交易平台；AI公司标的、行情/执行自动化不证明自身AI主营。旧钱包200万安装/20亿交易量及市场规模不作当前收入；合规注册只保留自述、不作独立法律认定。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31530-YC",
      "companyId": "YC31530",
      "title": "Avea Robotics：当前YC复核",
      "url": "https://www.ycombinator.com/companies/avea-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队2人，状态Acquired。提供遥操作、故障接管、监督自主及干预片段训练数据回流。 YC当前Acquired；2026-06自述18k MRR及近30台机器人仅历史口径。当前官网仍可读不证明收购后的独立经营；软件/按量/托管人工拆分，100% uptime非独立测试。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31530-LAUNCH1",
      "companyId": "YC31530",
      "title": "Avea Robotics - The human-in-the-loop system for robots",
      "url": "https://www.ycombinator.com/launches/Qd1-avea-robotics-the-human-in-the-loop-system-for-robots",
      "publishedAt": "2026-06-01",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "提供遥操作、故障接管、监督自主及干预片段训练数据回流。 YC当前Acquired；2026-06自述18k MRR及近30台机器人仅历史口径。当前官网仍可读不证明收购后的独立经营；软件/按量/托管人工拆分，100% uptime非独立测试。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31530-LAUNCH2",
      "companyId": "YC31530",
      "title": "Avea Robotics - Control robots from ANYWHERE in the world",
      "url": "https://www.ycombinator.com/launches/QQy-avea-robotics-control-robots-from-anywhere-in-the-world",
      "publishedAt": "2026-05-20",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "提供遥操作、故障接管、监督自主及干预片段训练数据回流。 YC当前Acquired；2026-06自述18k MRR及近30台机器人仅历史口径。当前官网仍可读不证明收购后的独立经营；软件/按量/托管人工拆分，100% uptime非独立测试。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31535-YC",
      "companyId": null,
      "title": "Arlo Industries：当前YC复核",
      "url": "https://www.ycombinator.com/companies/arlo-industries",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025成立，团队3人，状态Active。被动分布式空中目标感知网络。当前文字是传感/通信/跟踪，未明确学习模型；不能仅因autonomy专家、边缘计算或演示即认定AI核心，10倍成本比较与合作非付费证明。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31535-LAUNCH1",
      "companyId": null,
      "title": "Arlo Industries: We track drones and missiles without radar 🚀",
      "url": "https://www.ycombinator.com/launches/QWQ-arlo-industries-we-track-drones-and-missiles-without-radar",
      "publishedAt": "2026-05-26",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "被动分布式空中目标感知网络。当前文字是传感/通信/跟踪，未明确学习模型；不能仅因autonomy专家、边缘计算或演示即认定AI核心，10倍成本比较与合作非付费证明。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31547-YC",
      "companyId": "YC31547",
      "title": "InstaBox：当前YC复核",
      "url": "https://www.ycombinator.com/companies/insforge-instacloud",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025成立，团队6人，状态Active。为Agent提供持久Linux云VM及命令、文件、快照和浏览器接口。 YC页保留旧InsForge后端平台发布，当前InstaBox文档SDK仍用insforge命名空间；品牌/法律连续待核，未因改名重复建公司。未安装CLI、开VM、执行安装示例或发起构建。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31547-LAUNCH1",
      "companyId": "YC31547",
      "title": "InsForge: The backend platform for AI-native developers",
      "url": "https://www.ycombinator.com/launches/QP6-insforge-the-backend-platform-for-ai-native-developers",
      "publishedAt": "2026-05-18",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "为Agent提供持久Linux云VM及命令、文件、快照和浏览器接口。 YC页保留旧InsForge后端平台发布，当前InstaBox文档SDK仍用insforge命名空间；品牌/法律连续待核，未因改名重复建公司。未安装CLI、开VM、执行安装示例或发起构建。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31560-YC",
      "companyId": "YC31560",
      "title": "Intelligence Factory：当前YC复核",
      "url": "https://www.ycombinator.com/companies/intelligence-factory",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队10人，状态Active。用人类演示采集的视觉、动作和触觉训练可迁移的机器人操控模型。 自有手套与数据采集、模型训练、硬件重定向及部署分开；40到99成功率是厂商目标/叙述，不当实测通用性能或已达商业规模。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31560-LAUNCH1",
      "companyId": "YC31560",
      "title": "Intelligence Factory",
      "url": "https://www.ycombinator.com/launches/QbX-intelligence-factory",
      "publishedAt": "2026-05-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用人类演示采集的视觉、动作和触觉训练可迁移的机器人操控模型。 自有手套与数据采集、模型训练、硬件重定向及部署分开；40到99成功率是厂商目标/叙述，不当实测通用性能或已达商业规模。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31561-YC",
      "companyId": null,
      "title": "Maquoketa Research：当前YC复核",
      "url": "https://www.ycombinator.com/companies/maquoketa-research",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025成立，团队5人，状态Active。当前YC仅称游戏LiveOps自动化、无正文；官网403，未能核现行AI任务。6月旧发布为防务视觉业务，其AI推理自述与当前产品、法律连续待核；创始人Roblox旧游戏4500万收入不迁入本公司。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31561-LAUNCH1",
      "companyId": null,
      "title": "Maquoketa Research: Guidance systems for one-way attack drones",
      "url": "https://www.ycombinator.com/launches/QdV-maquoketa-research-guidance-systems-for-one-way-attack-drones",
      "publishedAt": "2026-06-01",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前YC仅称游戏LiveOps自动化、无正文；官网403，未能核现行AI任务。6月旧发布为防务视觉业务，其AI推理自述与当前产品、法律连续待核；创始人Roblox旧游戏4500万收入不迁入本公司。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31575-YC",
      "companyId": null,
      "title": "Fire Wallet：当前YC复核",
      "url": "https://www.ycombinator.com/companies/fire-wallet",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队3人，状态Active。隐私稳定币钱包/支付；YC提每Agent子钱包，当前官网仍以个人支付且Coming soon为主，AI贡献/专用交付待核。客户150万/月交易量、1亿/年GMV机会、LOI和旧MobileCoin融资/估值均非钱包净收入；免订阅不推总收入为零。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31582-YC",
      "companyId": null,
      "title": "Edgerun：当前YC复核",
      "url": "https://www.ycombinator.com/companies/edgerun",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队5人，状态Active。军用外骨骼及步态传感控制，未明确学习模型/AI主营。YC1.5亿以上LOI非实收或确认销售；官网效率改进标注内部数据、第三方核验进行中，前公司自主矿业机器人履历不迁入当前产品。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31582-LAUNCH1",
      "companyId": null,
      "title": "Edgerun: The 10 lb Military Exoskeleton",
      "url": "https://www.ycombinator.com/launches/TBu-edgerun-the-10-lb-military-exoskeleton",
      "publishedAt": "2026-08-25",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "军用外骨骼及步态传感控制，未明确学习模型/AI主营。YC1.5亿以上LOI非实收或确认销售；官网效率改进标注内部数据、第三方核验进行中，前公司自主矿业机器人履历不迁入当前产品。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31725-YC",
      "companyId": "YC31725",
      "title": "Hickory & Company：当前YC复核",
      "url": "https://www.ycombinator.com/companies/hickory-and-company",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队3人，状态Active。由Agent检索证据、草拟政策及完成合规案例初审，交人工决策。 官网明确专家配置、团队复核和批准；10倍效率及独立模型验证/认证字样只是公司主张，本轮未取得审计报告或监管接受证明。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31923-YC",
      "companyId": null,
      "title": "tash：当前YC复核",
      "url": "https://www.ycombinator.com/companies/tash",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队4人，状态Active。交易卡组合投资平台，当前资料未明确AI任务。创始人100万收藏品买卖、资产价值、市场/指数收益不作平台收入；官网SEC资格仍进行中、曲线含插值，不能当已获资格或已实现策略回报。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-31923-LAUNCH1",
      "companyId": null,
      "title": "tash - Making the world’s most iconic trading cards investable",
      "url": "https://www.ycombinator.com/launches/STN-tash-making-the-world-s-most-iconic-trading-cards-investable",
      "publishedAt": "2026-08-06",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "交易卡组合投资平台，当前资料未明确AI任务。创始人100万收藏品买卖、资产价值、市场/指数收益不作平台收入；官网SEC资格仍进行中、曲线含插值，不能当已获资格或已实现策略回报。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-32123-YC",
      "companyId": "YC32123",
      "title": "HERA：当前YC复核",
      "url": "https://www.ycombinator.com/companies/manufacturingintelligence",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队2人，状态Active。用AI分析技术图纸/文件、审查变更并生成带来源引用的工程文稿。 官方招聘正文明确AI平台及AI/LLM集成，支持当前主营；与AI025自然语言视频工具Hera为不同YC页/创始团队/官网，不复用ID。标准检查是辅助审查，仍需工程师确认。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-32123-LAUNCH1",
      "companyId": "YC32123",
      "title": "HERA: catches thousand-dollar drawing mistakes before the shop floor.",
      "url": "https://www.ycombinator.com/launches/RqI-hera-catches-thousand-dollar-drawing-mistakes-before-the-shop-floor",
      "publishedAt": "2026-07-24",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用AI分析技术图纸/文件、审查变更并生成带来源引用的工程文稿。 官方招聘正文明确AI平台及AI/LLM集成，支持当前主营；与AI025自然语言视频工具Hera为不同YC页/创始团队/官网，不复用ID。标准检查是辅助审查，仍需工程师确认。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-32128-YC",
      "companyId": "YC32128",
      "title": "Mass Magnetics：当前YC复核",
      "url": "https://www.ycombinator.com/companies/mass-magnetics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，团队3人，状态Active。用机器视觉和学习模型分选回收磁材，销售材料并建设磁体制造能力。 不是因为机器人客户入表，而是官网明确AI分选环节；合金销售、磁体预购与未来烧结产能分开。3分钟/60秒宣传工序及合规/性能未独立核，预购不作ARR。",
      "limitation": "公司资料自述，法律注册/实际收费及信息业务截止日未独立核；原发现审计不回写。"
    },
    {
      "id": "UNCLEAR6-32128-LAUNCH1",
      "companyId": "YC32128",
      "title": "Mass Magnetics: USA-made magnets",
      "url": "https://www.ycombinator.com/launches/Sm3-mass-magnetics-usa-made-magnets",
      "publishedAt": "2026-08-18",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用机器视觉和学习模型分选回收磁材，销售材料并建设磁体制造能力。 不是因为机器人客户入表，而是官网明确AI分选环节；合金销售、磁体预购与未来烧结产能分开。3分钟/60秒宣传工序及合规/性能未独立核，预购不作ARR。",
      "limitation": "历史发布为公司自述；旧事业、业务转型、采用/合同和收入分别记录，未运行产品或独立复现。"
    },
    {
      "id": "UNCLEAR6-31460-HOME",
      "companyId": "YC31460",
      "title": "PLAN0 AI：本轮官网读取",
      "url": "https://plan0.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI建筑成本估计；官网示意项目明确为simulated demo。",
      "limitation": "估价、零计数、设计节省及工程总价值不当实收/零收入，未上传工程图或实测。"
    },
    {
      "id": "UNCLEAR6-31465-HOME",
      "companyId": null,
      "title": "Aseon Labs：本轮官网读取",
      "url": "https://aseon.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原aseonlabs.com重定向；机器人车队服务站、1000万seed公告、Aseon Labs Inc页脚。",
      "limitation": "第三方车辆/品牌图为示意且明确不代表合作；招聘ML/CV不足以证明现行AI核心交付，融资非收入。"
    },
    {
      "id": "UNCLEAR6-31475-HOME",
      "companyId": "YC31475",
      "title": "Ardent：本轮官网读取",
      "url": "https://www.tryardent.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "面向编码Agent的Postgres隔离分支，copy-on-write、自动缩容和CLI。",
      "limitation": "6秒、无限分支/不影响生产为自述未实测；旧产品ARR流失与现产品收入分开，0计数不当零业务。"
    },
    {
      "id": "UNCLEAR6-31478-HOME",
      "companyId": "YC31478",
      "title": "Silmaril：本轮官网读取",
      "url": "https://www.silmaril.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Agent安全探测、上下文分类器及再训练，官网给基准和防损案例。",
      "limitation": "6800万/2000万案例防损不作自身收入，基准/延迟口径和认证未独立核；页面示例轨迹未执行。"
    },
    {
      "id": "UNCLEAR6-31482-HOME",
      "companyId": "YC31482",
      "title": "Memory Store：本轮官网读取",
      "url": "https://mem.store/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "memory.store重定向；团队共享记忆、MCP与简报，按成员150美元符号/月。",
      "limitation": "报价、示例简报和创业赠额不作收入；未接入团队数据、运行MCP或核验法律主体。"
    },
    {
      "id": "UNCLEAR6-31485-HOME",
      "companyId": "YC31485",
      "title": "ANORIA：本轮官网读取",
      "url": "https://www.anoria.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "情绪可穿戴产品早期访问入口。",
      "limitation": "网站未补独立模型或临床验证；早期原型/厂商SOMI描述不作量产销售、准确情绪读数或医疗结论。"
    },
    {
      "id": "UNCLEAR6-31486-HOME",
      "companyId": null,
      "title": "Ornadyne：本轮官网读取",
      "url": "https://ornadyne.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网无可读文字。",
      "limitation": "不能据空白读取认定停服；自主硬件与AI学习模型、实销均待核。"
    },
    {
      "id": "UNCLEAR6-31489-HOME",
      "companyId": null,
      "title": "Eden Robotics：本轮官网读取",
      "url": "https://edenrobotics.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "按小时机器人服务，10美元符号/小时起、零设置费及企业fleet入口。",
      "limitation": "当前模型/学习任务、人工介入、折旧及有效工时待核，报价非ARR。"
    },
    {
      "id": "UNCLEAR6-31501-HOME",
      "companyId": null,
      "title": "General Aviation Company：本轮官网读取",
      "url": "https://www.generalaviation.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "面向缺少塔台机场的数字空管塔。",
      "limitation": "没有取得当前AI学习/识别任务，远程人工作业不自动归AI；安全、客户及付费未独立核。"
    },
    {
      "id": "UNCLEAR6-31512-HOME",
      "companyId": null,
      "title": "Aernata：本轮官网读取",
      "url": "https://aernata.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "浏览工具本轮无法访问；当前化学业务依据YC自述。",
      "limitation": "未取得官网正文，不称官网已核；历史Pentagon与当前化学业务/法律关系待核。"
    },
    {
      "id": "UNCLEAR6-31505-HOME",
      "companyId": "YC31505",
      "title": "OpenWork：本轮官网读取",
      "url": "https://openworklabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "企业Agent桌面/云端工作区及共享技能、MCP和模型网关。",
      "limitation": "自备模型、平台费及云电脑/推理另计，未来功能状态与认证未独立核，不按宣传计性能等级。"
    },
    {
      "id": "UNCLEAR6-31516-HOME",
      "companyId": "YC31516",
      "title": "Expanse：本轮官网读取",
      "url": "https://expanse.sh/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "基于集群遥测和模型的作业资源预测/失败诊断，与既有调度器并行。",
      "limitation": "官网比较参数标注示例，800万月浪费属客户；厂商基准/122000任务非独立测试，未部署或运行。"
    },
    {
      "id": "UNCLEAR6-31529-HOME",
      "companyId": null,
      "title": "Mochatrade：本轮官网读取",
      "url": "https://mochatrade.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "印度用户美股代币/永续合约交易入口，自述FIU注册。",
      "limitation": "交易标的包含AI公司不证明AI主营，旧钱包与当前收入分开；未核登记和法律合规，也未交易。"
    },
    {
      "id": "UNCLEAR6-31530-HOME",
      "companyId": "YC31530",
      "title": "Avea Robotics：本轮官网读取",
      "url": "https://www.avearobotics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Sentinel遥操作、监督自主和干预数据学习回流，客户自带机器人及自主软件。",
      "limitation": "AI机器人运行设施而非自有通用机器人模型；YC Acquired与网站可读分别保存，未独立核交易/连续运营或uptime。"
    },
    {
      "id": "UNCLEAR6-31535-HOME",
      "companyId": null,
      "title": "Arlo Industries：本轮官网读取",
      "url": "https://arlo1.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "被动感知与空域跟踪网络、10倍成本比较。",
      "limitation": "未取得明确学习模型证据或独立效果，示范/合作不自动等商业销售。仅作业务分类，不收录技术实施细节。"
    },
    {
      "id": "UNCLEAR6-31547-HOME",
      "companyId": "YC31547",
      "title": "InstaBox：本轮官网读取",
      "url": "https://instabox.sh/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Agent专用持久云Linux VM；免费及20/100/500美元符号月费套餐加资源计量。",
      "limitation": "文档SDK保留insforge命名；迁移时点/法律主体未核，余额/额度不作收入；仅读公开说明，未安装/调用/构建。"
    },
    {
      "id": "UNCLEAR6-31560-HOME",
      "companyId": "YC31560",
      "title": "Intelligence Factory：本轮官网读取",
      "url": "https://www.intelligence-factory.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "机器人演示数据采集、操控模型训练、跨硬件迁移及部署。",
      "limitation": "人体数据、工厂/手套成本和模型收费待拆，通用成功率目标/视频不是独立实测或付费规模。"
    },
    {
      "id": "UNCLEAR6-31561-HOME",
      "companyId": null,
      "title": "Maquoketa Research：本轮官网读取",
      "url": "https://www.maquoketa.net/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮返回HTTP403，未取得正文；当前YC只给游戏LiveOps标语。",
      "limitation": "不能绕过读取限制或把旧防务发布当当前AI游戏产品证明，旧游戏收入属于创始人此前作品。"
    },
    {
      "id": "UNCLEAR6-31575-HOME",
      "companyId": null,
      "title": "Fire Wallet：本轮官网读取",
      "url": "https://fire.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "非托管钱包支付，iOS/Chrome仍Coming soon，免费且无订阅费。",
      "limitation": "YC Agent子钱包与官网个人支付的AI贡献未核；演示余额、客户GMV、LOI和旧事业融资/估值不作净收入。"
    },
    {
      "id": "UNCLEAR6-31582-HOME",
      "companyId": null,
      "title": "Edgerun：本轮官网读取",
      "url": "https://www.edgerun.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "军用外骨骼、步态辅助；效率数据明确内部测试且第三方验证进行中。",
      "limitation": "未确认AI模型，LOI不是收入；不把前公司自主机器人经历迁入现行产品，不把厂商测试当独立验证。"
    },
    {
      "id": "UNCLEAR6-31725-HOME",
      "companyId": "YC31725",
      "title": "Hickory & Company：本轮官网读取",
      "url": "https://hickory.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "金融合规Agent做证据/草稿初审，专家配置且每项判断保留人工。",
      "limitation": "自称模型验证/认证不当独立报告；定制、人工、软件及监管接受程度未拆。"
    },
    {
      "id": "UNCLEAR6-31923-HOME",
      "companyId": null,
      "title": "tash：本轮官网读取",
      "url": "https://tradetash.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "tash.cards跳转的卡牌投资平台；候补名单及SEC资格进行中。",
      "limitation": "不是独立合规/收益验证；指数曲线注明部分插值和未来补日序列，不作公司收入，AI主营未明。"
    },
    {
      "id": "UNCLEAR6-32123-HOME",
      "companyId": "YC32123",
      "title": "HERA：本轮官网读取",
      "url": "https://www.heraengineering.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "manufacturingintelligence.org重定向；制造图纸/文档辅助审查，要求工程复核，页脚GIM Corp。",
      "limitation": "与视频工具Hera不同；当前用户18国家不是18付费客户，报价/标准符合性/法律主体未独立核。"
    },
    {
      "id": "UNCLEAR6-32128-HOME",
      "companyId": "YC32128",
      "title": "Mass Magnetics：本轮官网读取",
      "url": "https://massmagnetics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "明确机器学习/视觉按磁材等级化学成分分选，销售回收材料并建设磁体产能。",
      "limitation": "合规、工序时间和性能均公司主张未独立核；预购预计年底交付不作确认收入/ARR。"
    },
    {
      "id": "UNCLEAR6-31475-PRICE",
      "companyId": "YC31475",
      "title": "Ardent套餐与资源计量",
      "url": "https://www.tryardent.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Starter基础费0加计算/存储；Scale250美元符号/月含100额度，另计资源；BYOC企业另议。",
      "limitation": "包含额度/赠金和标价不是实际收款，云成本与软件经常性净收入待拆。"
    },
    {
      "id": "UNCLEAR6-31530-PRICE",
      "companyId": "YC31530",
      "title": "Avea软件、用量与人工托管边界",
      "url": "https://www.avearobotics.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Demo免费一台；Deploy200美元符号/机器人/月，加每遥操作小时0.90；Scale可含托管操作员。",
      "limitation": "报价不能反推历史18k MRR的机器数/毛利，人工运营费及软件/用量定义未核。"
    },
    {
      "id": "UNCLEAR6-31505-PRICE",
      "companyId": "YC31505",
      "title": "OpenWork席位、控制面及附加费用",
      "url": "https://openworklabs.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "团队10美元符号/人/月，≤5人非Enterprise控制面免费；云电脑50/成员/月及推理10/用户/月可选附加。",
      "limitation": "报价非收入；与自备模型/云资源成本分开，企业年度协议及许可例外按原文，未部署。"
    },
    {
      "id": "UNCLEAR6-31505-README",
      "companyId": "YC31505",
      "title": "OpenWork公开README",
      "url": "https://raw.githubusercontent.com/different-ai/openwork/dev/README.md",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "桌面基于OpenCode，可自备模型，支持共享技能和MCP；控制面与桌面客户端是不同交付。",
      "limitation": "只读材料，未下载可执行程序、安装、连接模型或复现；README说明不是独立功能/性能验证。"
    },
    {
      "id": "UNCLEAR6-31505-LICENSE",
      "companyId": "YC31505",
      "title": "OpenWork仓库许可范围",
      "url": "https://raw.githubusercontent.com/different-ai/openwork/dev/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "仓库区分ee目录、第三方组件与其余MIT内容；旧ee版本遵循发布时许可。",
      "limitation": "不以桌面MIT概括全平台，自述开源不证明全部商业控制面无限制免费。"
    },
    {
      "id": "UNCLEAR6-31505-EE-LICENSE",
      "companyId": "YC31505",
      "title": "OpenWork企业目录许可",
      "url": "https://raw.githubusercontent.com/different-ai/openwork/dev/ee/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "生产通常要求相应订阅，≤5总用户且排除Enterprise功能等例外；开发/测试和30日评估另列，第二周年另授MIT。",
      "limitation": "仅读当前公开条款说明收费/交付边界，版本历史与实际合同未核，不作独立法律意见。"
    },
    {
      "id": "UNCLEAR6-32123-PRODUCT",
      "companyId": "YC32123",
      "title": "HERA制造审查产品范围",
      "url": "https://www.heraengineering.com/product/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "图纸/变更审查和文稿输出带来源及要求，供工程师复核。",
      "limitation": "标准条款引用能力不等通过认证或工程正确；未上传客户文件、调用模型或验证20倍效率。"
    },
    {
      "id": "UNCLEAR6-32123-JOB",
      "companyId": "YC32123",
      "title": "HERA当前官方招聘说明AI任务",
      "url": "https://www.ycombinator.com/companies/manufacturingintelligence/jobs/ffZp9fi-industrial-software-engineer",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "正文明确制造AI平台处理技术图纸和生产数据，并要求AI/LLM集成；创始人为Meera Patel及Noelle So。",
      "limitation": "AI核心依据为公司招聘正文并结合产品，不单凭AI标签或创始人论文；与视频Hera不同，招聘薪资不作公司收入。"
    },
    {
      "id": "UNCLEAR6-31512-OLD-PENTAGON",
      "companyId": null,
      "title": "旧Pentagon产品官网",
      "url": "https://pentagon.run/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "人/Agent协作与持续云Agent，页脚Arlington Labs Inc；旧发布所链官网当前仍可读。",
      "limitation": "当前YC已为CO2化学业务，旧产品网站可读不证明同一公司法律连续、当下主营或付费；不另造重复主体。"
    },
    {
      "id": "UNCLEAR6-INDEX",
      "companyId": null,
      "title": "原AI不明候选第六批24项边界",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原192项第121—144项：13新增、0复用、11继续AI主营待核。",
      "limitation": "六批144项加此前OpenSEO共145项有后续记录，另47项继续；HERA同名不同公司，旧AI产品不证明当前主营，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32137-YC",
      "companyId": null,
      "title": "Kara：当前YC复核",
      "url": "https://www.ycombinator.com/companies/kara",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。金刚石晶圆/热管理材料；AI芯片客户和.ai域名不证明自身AI模型主营。样品采购单/试点未给已确认收入，创始人旧钻石销售不迁入，材料参数不当公司产品独立实测。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32137-LAUNCH1",
      "companyId": null,
      "title": "Kara: Making Diamond an Engineering Material",
      "url": "https://www.ycombinator.com/launches/Sc0-kara-making-diamond-an-engineering-material",
      "publishedAt": "2026-08-11",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "金刚石晶圆/热管理材料；AI芯片客户和.ai域名不证明自身AI模型主营。样品采购单/试点未给已确认收入，创始人旧钻石销售不迁入，材料参数不当公司产品独立实测。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-32164-YC",
      "companyId": "YC32164",
      "title": "Prized：当前YC复核",
      "url": "https://www.ycombinator.com/companies/prized",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。提供持久云开发机、本地文件同步及端口映射，另有API临时沙盒。 当前云devbox与7月内部工具生成器分别保留；定价页明确旧工具另有tools.prized.dev。套餐转为额度、余额最多滚存两月，不把每月充值当MRR或实际资源消费。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32164-LAUNCH1",
      "companyId": "YC32164",
      "title": "Prized: A cloud devbox that feels local",
      "url": "https://www.ycombinator.com/launches/TAm-prized-a-cloud-devbox-that-feels-local",
      "publishedAt": "2026-08-25",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "提供持久云开发机、本地文件同步及端口映射，另有API临时沙盒。 当前云devbox与7月内部工具生成器分别保留；定价页明确旧工具另有tools.prized.dev。套餐转为额度、余额最多滚存两月，不把每月充值当MRR或实际资源消费。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-32164-LAUNCH2",
      "companyId": "YC32164",
      "title": "Prized: Lovable for internal tools",
      "url": "https://www.ycombinator.com/launches/RTz-prized-lovable-for-internal-tools",
      "publishedAt": "2026-07-14",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "提供持久云开发机、本地文件同步及端口映射，另有API临时沙盒。 当前云devbox与7月内部工具生成器分别保留；定价页明确旧工具另有tools.prized.dev。套餐转为额度、余额最多滚存两月，不把每月充值当MRR或实际资源消费。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-32170-YC",
      "companyId": "YC32170",
      "title": "Gutgutgoose：当前YC复核",
      "url": "https://www.ycombinator.com/companies/gutgutgoose",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=7，状态Active。用测序和混合机理-AI模型匹配益生菌配方，提供补充剂和复测。 官网明确Hybrid Mechanistic-AI，故补证入表；只是公司自述模型和补充剂，未取得独立临床效果。旧药房400万年收入不等本产品收入，订金、退费承诺与已确认订阅分开。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32170-LAUNCH1",
      "companyId": "YC32170",
      "title": "Gutgutgoose: Personalized probiotics",
      "url": "https://www.ycombinator.com/launches/SAP-gutgutgoose-personalized-probiotics",
      "publishedAt": "2026-07-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用测序和混合机理-AI模型匹配益生菌配方，提供补充剂和复测。 官网明确Hybrid Mechanistic-AI，故补证入表；只是公司自述模型和补充剂，未取得独立临床效果。旧药房400万年收入不等本产品收入，订金、退费承诺与已确认订阅分开。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-32260-YC",
      "companyId": "YC32260",
      "title": "Manifold：当前YC复核",
      "url": "https://www.ycombinator.com/companies/manifold-2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。以学习式自主策略执行仓库搬运/拣选，并由远端人工处理例外。 官网明确AI自主栈和远程操作员；500万picks为正在部署以执行的量，未证明已完成/已付。零前期费不等无资本/人工成本，目标参数与模拟画面不作独立性能。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32260-LAUNCH1",
      "companyId": "YC32260",
      "title": "Manifold - Robotic labor for the supply chain industry",
      "url": "https://www.ycombinator.com/launches/T8S-manifold-robotic-labor-for-the-supply-chain-industry",
      "publishedAt": "2026-08-24",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以学习式自主策略执行仓库搬运/拣选，并由远端人工处理例外。 官网明确AI自主栈和远程操作员；500万picks为正在部署以执行的量，未证明已完成/已付。零前期费不等无资本/人工成本，目标参数与模拟画面不作独立性能。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-32518-YC",
      "companyId": "YC32518",
      "title": "Agency Tool Company：当前YC复核",
      "url": "https://www.ycombinator.com/companies/agency-tool-company",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=3，状态Active。交付机器人软件/模型的增量更新、回退和设备管理，计划提供目标硬件CI。 官网明确可部署模型及LeRobot/CUDA等机器人栈，作为AI机器人部署设施入表而非自研模型；Deploy为beta，Build标Coming soon，不把YC第二产品描述或演示CI结果当正式可用/本项目授权runner。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32518-LAUNCH1",
      "companyId": "YC32518",
      "title": "Agency Tool Company: The build and deployment platform for robotics",
      "url": "https://www.ycombinator.com/launches/S4s-agency-tool-company-the-build-and-deployment-platform-for-robotics",
      "publishedAt": "2026-07-28",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "交付机器人软件/模型的增量更新、回退和设备管理，计划提供目标硬件CI。 官网明确可部署模型及LeRobot/CUDA等机器人栈，作为AI机器人部署设施入表而非自研模型；Deploy为beta，Build标Coming soon，不把YC第二产品描述或演示CI结果当正式可用/本项目授权runner。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-32521-YC",
      "companyId": null,
      "title": "Molagri：当前YC复核",
      "url": "https://www.ycombinator.com/companies/molagri",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=4，状态Active。精准生物农药研发；结构生物学、进化建模和模块化生物制品不自动等AI核心，本轮未取得明确学习模型交付。首grower LOI、580万融资和论文不当产品收入/获准销售或独立安全效果。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32521-LAUNCH1",
      "companyId": null,
      "title": "Molagri: Resistance-free pesticides 🪲",
      "url": "https://www.ycombinator.com/launches/SIm-molagri-resistance-free-pesticides",
      "publishedAt": "2026-08-03",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "精准生物农药研发；结构生物学、进化建模和模块化生物制品不自动等AI核心，本轮未取得明确学习模型交付。首grower LOI、580万融资和论文不当产品收入/获准销售或独立安全效果。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-32527-YC",
      "companyId": "YC32527",
      "title": "machine0：当前YC复核",
      "url": "https://www.ycombinator.com/companies/machine0",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=1，状态Active。通过CLI/MCP为Agent创建、暂停和恢复CPU/GPU云VM及配置环境。 明确Agent专用接口，仍可托管通用负载；99.99% uptime和隔离未实测，挂起仍计镜像存储。旧Upflow多百万ARR及Hike用户不迁入，月价是连续用量估计不是MRR。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32527-LAUNCH1",
      "companyId": "YC32527",
      "title": "machine0: Cloud computers for AI agents",
      "url": "https://www.ycombinator.com/launches/SBD-machine0-cloud-computers-for-ai-agents",
      "publishedAt": "2026-07-31",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "通过CLI/MCP为Agent创建、暂停和恢复CPU/GPU云VM及配置环境。 明确Agent专用接口，仍可托管通用负载；99.99% uptime和隔离未实测，挂起仍计镜像存储。旧Upflow多百万ARR及Hike用户不迁入，月价是连续用量估计不是MRR。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-32553-YC",
      "companyId": "YC32553",
      "title": "Nori：当前YC复核",
      "url": "https://www.ycombinator.com/companies/noril1",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=5，状态Active。销售可训练的低价双臂移动机器人，并以部署数据训练通用机器人策略。 YC自述六周440K+ sales、首台部署，官网1688全价非订金、秋季发货；不清楚sales含预售/已履约比例，不当ARR或已全部交付。与YC30657个人健康应用Nori不同公司，不能按同名复用。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32553-LAUNCH1",
      "companyId": "YC32553",
      "title": "Nori: The $1688 humanoid robot",
      "url": "https://www.ycombinator.com/launches/SxP-nori-the-1688-humanoid-robot",
      "publishedAt": "2026-08-20",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "销售可训练的低价双臂移动机器人，并以部署数据训练通用机器人策略。 YC自述六周440K+ sales、首台部署，官网1688全价非订金、秋季发货；不清楚sales含预售/已履约比例，不当ARR或已全部交付。与YC30657个人健康应用Nori不同公司，不能按同名复用。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-32583-YC",
      "companyId": "YC32583",
      "title": "Graphify Labs：当前YC复核",
      "url": "https://www.ycombinator.com/companies/graphify-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=1，状态Active。构建代码知识图谱及共享上下文，并提供PR审查和限定范围的差异验证。 公开README/许可/基准可读；代码AST确定性解析与文档语义模型分开。proven只针对求解器模型中的函数、预算耗尽为unknown；非整库功能正确或本研究独立实测，下载/stars/注册不等付费。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32583-LAUNCH1",
      "companyId": "YC32583",
      "title": "Graphify Labs: Knowledge Graph Engine for Enterprises 🧠",
      "url": "https://www.ycombinator.com/launches/SvA-graphify-labs-knowledge-graph-engine-for-enterprises",
      "publishedAt": "2026-08-19",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "构建代码知识图谱及共享上下文，并提供PR审查和限定范围的差异验证。 公开README/许可/基准可读；代码AST确定性解析与文档语义模型分开。proven只针对求解器模型中的函数、预算耗尽为unknown；非整库功能正确或本研究独立实测，下载/stars/注册不等付费。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-32584-YC",
      "companyId": null,
      "title": "Aerogen Systems：当前YC复核",
      "url": "https://www.ycombinator.com/companies/aerogen-systems",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=4，状态Active。半导体设备污染控制及未来互连洁净系统；芯片客户、监测和仿真不自动证明AI核心。Talos试点与CleanPipe未来目标分开，产率/客户氮气成本非收入，净化效果只是厂商结果。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32584-LAUNCH1",
      "companyId": null,
      "title": "Aerogen Systems: Building Chip Fabs Without Cleanrooms",
      "url": "https://www.ycombinator.com/launches/Ssk-aerogen-systems-building-chip-fabs-without-cleanrooms",
      "publishedAt": "2026-08-18",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "半导体设备污染控制及未来互连洁净系统；芯片客户、监测和仿真不自动证明AI核心。Talos试点与CleanPipe未来目标分开，产率/客户氮气成本非收入，净化效果只是厂商结果。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-32586-YC",
      "companyId": null,
      "title": "Greypoint Industries：当前YC复核",
      "url": "https://www.ycombinator.com/companies/greypoint-industries",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=4，状态Active。无线信号感知无人机群；跟踪/定位与创始人AI履历未明确实际学习模型主营。自述加拿大政府合同未有金额/公开合同/履约证据，不能认定已确认收入；官网普通读取403，不声称读过正文。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32586-LAUNCH1",
      "companyId": null,
      "title": "Greypoint Industries: Drone swarms that find drone operators",
      "url": "https://www.ycombinator.com/launches/SBr-greypoint-industries-drone-swarms-that-find-drone-operators",
      "publishedAt": "2026-07-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "无线信号感知无人机群；跟踪/定位与创始人AI履历未明确实际学习模型主营。自述加拿大政府合同未有金额/公开合同/履约证据，不能认定已确认收入；官网普通读取403，不声称读过正文。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-32587-YC",
      "companyId": null,
      "title": "TareBio：当前YC复核",
      "url": "https://www.ycombinator.com/companies/tarebio",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=1，状态Active。免疫读出驱动疫苗研发；正文/官网未明确当前AI模型任务，招聘ML工程师不等已交付AI。小鼠结果/未来首患者时间不是人类疗效或许可；资助/合作不当ARR，不归基础模型公司。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32587-LAUNCH1",
      "companyId": null,
      "title": "TareBio: Vaccines for any cancer or infection in weeks",
      "url": "https://www.ycombinator.com/launches/SIu-tarebio-vaccines-for-any-cancer-or-infection-in-weeks",
      "publishedAt": "2026-08-04",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "免疫读出驱动疫苗研发；正文/官网未明确当前AI模型任务，招聘ML工程师不等已交付AI。小鼠结果/未来首患者时间不是人类疗效或许可；资助/合作不当ARR，不归基础模型公司。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-32621-YC",
      "companyId": "YC32621",
      "title": "Aktoria Robotics：当前YC复核",
      "url": "https://www.ycombinator.com/companies/aktoria-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。提供机器人遥操作软件、24小时人工操作员网络及训练数据片段。 官网明确向训练实验室供数据，不只是泛用远控；40ms旧跨国宣传与官网130ms线路/5ms本地口径分别保留。没有把操作员劳动当全自主/纯软件毛利，数据样本可见不等已售或授权已核。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32621-LAUNCH1",
      "companyId": "YC32621",
      "title": "Aktoria Robotics is the teleoperation layer to speed up robot deployments",
      "url": "https://www.ycombinator.com/launches/SSw-aktoria-robotics-is-the-teleoperation-layer-to-speed-up-robot-deployments",
      "publishedAt": "2026-08-06",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "提供机器人遥操作软件、24小时人工操作员网络及训练数据片段。 官网明确向训练实验室供数据，不只是泛用远控；40ms旧跨国宣传与官网130ms线路/5ms本地口径分别保留。没有把操作员劳动当全自主/纯软件毛利，数据样本可见不等已售或授权已核。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-33013-YC",
      "companyId": "YC33013",
      "title": "Operon：当前YC复核",
      "url": "https://www.ycombinator.com/companies/operon",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=0，状态Active。将工厂图纸/文件/传感资料组织为上下文，并定制Agent执行专业工作流。 官网首月工程师进入客户公司、3周上线且人工批准；单笔down payment覆盖一轮，不默认经常性订阅。平均280万年节省是客户价值非Operon ARR；YC团队0只原字段，不代表无人交付。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-33018-YC",
      "companyId": "YC33018",
      "title": "Agentcard：当前YC复核",
      "url": "https://www.ycombinator.com/companies/agentcard",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=4，状态Active。为Agent提供卡片托管、发卡和购买执行接口，并保留用户支付授权。 当前主打代客户存卡/购买，保留6月独立借记卡旧发布；Vault免费额度、Issuing月费与1% revenue share分别保存，不臆定分成方向/费率净额。语音早期访问、Purchase Agent beta免费，成功率/合规仅自述。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-33018-LAUNCH1",
      "companyId": "YC33018",
      "title": "Agentcard: Cards for AI agents",
      "url": "https://www.ycombinator.com/launches/TCO-agentcard-cards-for-ai-agents",
      "publishedAt": "2026-08-26",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "为Agent提供卡片托管、发卡和购买执行接口，并保留用户支付授权。 当前主打代客户存卡/购买，保留6月独立借记卡旧发布；Vault免费额度、Issuing月费与1% revenue share分别保存，不臆定分成方向/费率净额。语音早期访问、Purchase Agent beta免费，成功率/合规仅自述。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-33018-LAUNCH2",
      "companyId": "YC33018",
      "title": "Agentcard: Debit cards for AI agents",
      "url": "https://www.ycombinator.com/launches/Qx6-agentcard-debit-cards-for-ai-agents",
      "publishedAt": "2026-06-25",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "为Agent提供卡片托管、发卡和购买执行接口，并保留用户支付授权。 当前主打代客户存卡/购买，保留6月独立借记卡旧发布；Vault免费额度、Issuing月费与1% revenue share分别保存，不臆定分成方向/费率净额。语音早期访问、Purchase Agent beta免费，成功率/合规仅自述。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-33144-YC",
      "companyId": "YC33144",
      "title": "Grip：当前YC复核",
      "url": "https://www.ycombinator.com/companies/grip",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=4，状态Active。用学习式场景理解/抓取规划和专用硬件分拣变化的垃圾流。 YC正文明确从成功/失败抓取学习，官网仅简短标语；客户行业损失/工厂数不作收入，产品吞吐、实际部署与持续付费未核，不把未来所有垃圾覆盖当已交付。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-33144-LAUNCH1",
      "companyId": "YC33144",
      "title": "Grip - Robotics for Waste Management",
      "url": "https://www.ycombinator.com/launches/SxR-grip-robotics-for-waste-management",
      "publishedAt": "2026-08-19",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用学习式场景理解/抓取规划和专用硬件分拣变化的垃圾流。 YC正文明确从成功/失败抓取学习，官网仅简短标语；客户行业损失/工厂数不作收入，产品吞吐、实际部署与持续付费未核，不把未来所有垃圾覆盖当已交付。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-33281-YC",
      "companyId": null,
      "title": "Earendil Robotics：当前YC复核",
      "url": "https://www.ycombinator.com/companies/earendil-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025成立，Team Size=7，状态Active。反无人机系统、传感及人员训练；自主操作和团队战斗经历不足以单独证明AI学习核心。团队旧战绩不当本产品验证或付费销售，合规/实战部署为厂商自述未独立核。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-33281-LAUNCH1",
      "companyId": null,
      "title": "Earendil | Autonomous Air Defence",
      "url": "https://www.ycombinator.com/launches/Sv9-earendil-autonomous-air-defence",
      "publishedAt": "2026-08-19",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "反无人机系统、传感及人员训练；自主操作和团队战斗经历不足以单独证明AI学习核心。团队旧战绩不当本产品验证或付费销售，合规/实战部署为厂商自述未独立核。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-33313-YC",
      "companyId": "YC33313",
      "title": "SubVysion：当前YC复核",
      "url": "https://www.ycombinator.com/companies/subvysion",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。以地面机器人采集地下传感数据，并用机器学习/Agent生成3D设施地图。 8月发布明确机器学习/Agent任务，官网无可读正文；1500亿行业浪费和1400万/日云厂延期损失是客户/行业成本。精度/100倍细度/速度自述未独立核，不将采集点或节省当收入。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-33313-LAUNCH1",
      "companyId": "YC33313",
      "title": "SubVysion: Preventing $150B is wasted construction spending",
      "url": "https://www.ycombinator.com/launches/Sys-subvysion-preventing-150b-is-wasted-construction-spending",
      "publishedAt": "2026-08-19",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以地面机器人采集地下传感数据，并用机器学习/Agent生成3D设施地图。 8月发布明确机器学习/Agent任务，官网无可读正文；1500亿行业浪费和1400万/日云厂延期损失是客户/行业成本。精度/100倍细度/速度自述未独立核，不将采集点或节省当收入。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-33319-YC",
      "companyId": null,
      "title": "Vernius Systems, Inc.：当前YC复核",
      "url": "https://www.ycombinator.com/companies/vernius-systems-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=3，状态Active。雷达/感知硬件。自主或视觉引导未明确学习模型；当前580M+与旧500M LOI为不同时点意向，不能当销售/ARR或跨时点相加，成本比较不是定价实收，主体注册待核。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-33319-LAUNCH1",
      "companyId": null,
      "title": "Vernius Systems - Autonomous radar guidance for interceptor drones",
      "url": "https://www.ycombinator.com/launches/Sx8-vernius-systems-autonomous-radar-guidance-for-interceptor-drones",
      "publishedAt": "2026-08-24",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "雷达/感知硬件。自主或视觉引导未明确学习模型；当前580M+与旧500M LOI为不同时点意向，不能当销售/ARR或跨时点相加，成本比较不是定价实收，主体注册待核。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-33408-YC",
      "companyId": "YC33408",
      "title": "Salem Robotics Inc：当前YC复核",
      "url": "https://www.ycombinator.com/companies/salem-robotics-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。提供physical AI和动态规划，使机器人执行巡检/测量并输出可追溯记录。 官网明确physical AI；确定性运动保证与环境动态/现场风险边界分开，未独立验证安全或监管接受。合同洽谈不是销售，200K闲置机器人是客户资产价，派技术员测绘与后续维护成本需拆。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-33408-LAUNCH1",
      "companyId": "YC33408",
      "title": "Salem Robotics - Autonomous robots for hazardous spaces",
      "url": "https://www.ycombinator.com/launches/SLg-salem-robotics-autonomous-robots-for-hazardous-spaces",
      "publishedAt": "2026-08-04",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "提供physical AI和动态规划，使机器人执行巡检/测量并输出可追溯记录。 官网明确physical AI；确定性运动保证与环境动态/现场风险边界分开，未独立验证安全或监管接受。合同洽谈不是销售，200K闲置机器人是客户资产价，派技术员测绘与后续维护成本需拆。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-33607-YC",
      "companyId": null,
      "title": "Atomarine：当前YC复核",
      "url": "https://www.ycombinator.com/companies/atomarine",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。海上电力与数据中心基础设施，AI客户需求不单独证明AI模型/专用计算交付。发布首燃气试点2028、核动力在未来，网页产能/速度目标不是现役规模；合作、融资/项目资本金与收入分开。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-33607-LAUNCH1",
      "companyId": null,
      "title": "Atomarine: Floating Nuclear Data Centers",
      "url": "https://www.ycombinator.com/launches/Rwg-atomarine-floating-nuclear-data-centers",
      "publishedAt": "2026-07-26",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "海上电力与数据中心基础设施，AI客户需求不单独证明AI模型/专用计算交付。发布首燃气试点2028、核动力在未来，网页产能/速度目标不是现役规模；合作、融资/项目资本金与收入分开。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-34828-YC",
      "companyId": "YC34828",
      "title": "Kailash Labs：当前YC复核",
      "url": "https://www.ycombinator.com/companies/kailash-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。当前官网提供会学习工件的机器人工作站；YC仍描述视频模型工厂及Marlin 2B。 当前同一YC所链官网暂按C10，保留原C01模型方向；7天试点、无capex不等持续收入或无人工成本。未取得可核Marlin权重/模型卡/许可及独立对比，不把open-weights自述当已读公开模型。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-34897-YC",
      "companyId": "YC34897",
      "title": "AnyAlpha：当前YC复核",
      "url": "https://www.ycombinator.com/companies/anyalpha",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。把自然语言交易想法转为Agent，研究/回测后连接账户执行。 旧多款app合计500K ARR和创始人个人投资收益不当AnyAlpha收入；回测与示例策略不能证明实盘净收益，官网交易所Logo不自动证明集成可用/合作。未交易、开户或作投资建议。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-34897-LAUNCH1",
      "companyId": "YC34897",
      "title": "AnyAlpha: The agentic trading platform",
      "url": "https://www.ycombinator.com/launches/WOO-anyalpha-the-agentic-trading-platform",
      "publishedAt": "2026-10-26",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "把自然语言交易想法转为Agent，研究/回测后连接账户执行。 旧多款app合计500K ARR和创始人个人投资收益不当AnyAlpha收入；回测与示例策略不能证明实盘净收益，官网交易所Logo不自动证明集成可用/合作。未交易、开户或作投资建议。",
      "limitation": "历史公司发布；只记录业务/收入归属及交付，不将硬件/生物/防务宣传当独立效果，不运行产品或收录实施方案。"
    },
    {
      "id": "UNCLEAR7-34899-YC",
      "companyId": "YC34899",
      "title": "The Letter Company：当前YC复核",
      "url": "https://www.ycombinator.com/companies/the-letter-company",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=6，状态Active。以Agent可组合的内容、搜索可见度、线索和发信工具构建增长工作流。 YC称增长编码Agent/harness，官网当前更明确营销原语，按C06；100+teams为采用自述。Acme/214家Stripe验证等为明确fictional/illustrative演示，不作真实客户付款或收入，未执行页面命令或发信。",
      "limitation": "字段是公司自述，人数/业务截至日及法律注册、实际收费未独立核，原发现审计不回写。"
    },
    {
      "id": "UNCLEAR7-32137-HOME",
      "companyId": null,
      "title": "Kara：本轮官网读取",
      "url": "https://www.karalabs.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "金刚石材料、热管理和量子/电子应用，原域名跳转www。",
      "limitation": "没有明确AI学习任务；客户AI芯片、材料物理参数和样品不等AI主营/自身收入。"
    },
    {
      "id": "UNCLEAR7-32164-HOME",
      "companyId": "YC32164",
      "title": "Prized：本轮官网读取",
      "url": "https://prized.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Agent持久云devbox和临时沙盒，文件双向同步/端口映射。",
      "limitation": "页面机器/任务为演示，未连接、安装或运行；当前云资源与旧内部工具分开，赠额不作收入。"
    },
    {
      "id": "UNCLEAR7-32170-HOME",
      "companyId": "YC32170",
      "title": "Gutgutgoose：本轮官网读取",
      "url": "https://gutgutgoose.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "明确混合机理-AI建模、个性化补充剂/复测，93/183美元符号月套餐。",
      "limitation": "只核商业交付，不将宣传症状改善/模型匹配当临床因果证明；包测序、产品、退款及退订成本待核，报价非收入。"
    },
    {
      "id": "UNCLEAR7-32260-HOME",
      "companyId": "YC32260",
      "title": "Manifold：本轮官网读取",
      "url": "https://www.manifoldindustries.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "明确AI自主策略、远端人工例外处理、ERP/WMS接入及按pick付费。",
      "limitation": "目标规格及模拟路径不作实测；零前期费不等无硬件/人工成本，实际完成picks和付费待核。"
    },
    {
      "id": "UNCLEAR7-32518-HOME",
      "companyId": "YC32518",
      "title": "Agency Tool Company：本轮官网读取",
      "url": "https://agencytool.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Deploy beta支持软件/模型交付；Build硬件CI明确Coming soon，支持机器人学习栈。",
      "limitation": "不把示例CI通过当产品测试或本任务runner授权；型号/客户机队和20倍速度均非本公司规模/独立效果，安装链接尚未公开。"
    },
    {
      "id": "UNCLEAR7-32521-HOME",
      "companyId": null,
      "title": "Molagri：本轮官网读取",
      "url": "https://molagri.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "生物农药研发、580万融资新闻，早期产品/农户合作。",
      "limitation": "未确认AI学习任务；融资/LOI非收入、论文非本产品安全/许可或疗效证明，仅读业务不收录制备方案。"
    },
    {
      "id": "UNCLEAR7-32527-HOME",
      "companyId": "YC32527",
      "title": "machine0：本轮官网读取",
      "url": "https://machine0.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "CLI/MCP驱动的Agent云VM，CPU/GPU按分钟计量。",
      "limitation": "99.99% uptime/可复现与隔离仅自述；挂起计存储，预付和月估算价不是MRR，未执行VM/安装/构建示例。"
    },
    {
      "id": "UNCLEAR7-32553-HOME",
      "companyId": "YC32553",
      "title": "Nori：本轮官网读取",
      "url": "https://www.norirobotics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Nori A3机器人训练/操作及技能，1688全价非订金，秋季发货。",
      "limitation": "YC六周sales未拆已履约/预售，不能因full price就当已确认收入；与个人健康Nori不同，未购买/操作或验证能力。"
    },
    {
      "id": "UNCLEAR7-32583-HOME",
      "companyId": "YC32583",
      "title": "Graphify Labs：本轮官网读取",
      "url": "https://graphify.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "知识图谱供编码Agent查询，代码AST解析与文档/媒体语义模型分开，另有受限差异验证。",
      "limitation": "当前官网stars/下载与YC/8月发布不同快照保留，企业logo不证明合同或付费；默认本地代码解析不等所有云/语义调用不出网，未安装。"
    },
    {
      "id": "UNCLEAR7-32584-HOME",
      "companyId": null,
      "title": "Aerogen Systems：本轮官网读取",
      "url": "https://www.aerogensystems.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "半导体工具污染净化试点，CleanPipe为下一阶段目标。",
      "limitation": "未取得AI模型任务；单次厂商净化曲线不等独立批量结果、试点不等收入、芯片客户不自动等AI公司。"
    },
    {
      "id": "UNCLEAR7-32586-HOME",
      "companyId": null,
      "title": "Greypoint Industries：本轮官网读取",
      "url": "https://greypointindustries.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "浏览工具不可访问；独立普通HTTP读取403。",
      "limitation": "未取得官网正文，不称官网已读；主营/合同依据YC自述，AI模型任务与履约/金额待核。"
    },
    {
      "id": "UNCLEAR7-32587-HOME",
      "companyId": null,
      "title": "TareBio：本轮官网读取",
      "url": "https://tarebio.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网仅疫苗研发标语/联系。",
      "limitation": "未补当前AI核心任务；小鼠结果、未来人体开发及ML招聘不等临床验证、监管许可或已实现收入。"
    },
    {
      "id": "UNCLEAR7-32621-HOME",
      "companyId": "YC32621",
      "title": "Aktoria Robotics：本轮官网读取",
      "url": "https://aktoria.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "遥操作软件、24x7人工操作中心及非独家训练数据，分列不同线路延迟。",
      "limitation": "人工运营和训练数据分别收费/核权利；低延迟为厂商数值，不与旧不同线路40ms直接断言冲突，未开流/下载数据。"
    },
    {
      "id": "UNCLEAR7-33013-HOME",
      "companyId": "YC33013",
      "title": "Operon：本轮官网读取",
      "url": "https://operonsolutions.com/en",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "工厂上下文和定制AI员工，首月工程师驻场、一轮单笔预付、人工批准。",
      "limitation": "平均280万年节省属客户；未取得实际报价/已付或长期订阅，页面工厂/邮箱例子不作真实客户，YC团队0非无人实施。"
    },
    {
      "id": "UNCLEAR7-33018-HOME",
      "companyId": "YC33018",
      "title": "Agentcard：本轮官网读取",
      "url": "https://agentcard.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Agent卡托管/发卡和购买接口，付款前有用户授权，语音早期访问。",
      "limitation": "客户卡片/钱包资金不作公司净收入；示例订单、99%成功率/PCI认证未独立核，未接入或提交支付。"
    },
    {
      "id": "UNCLEAR7-33144-HOME",
      "companyId": "YC33144",
      "title": "Grip：本轮官网读取",
      "url": "https://www.griprobotics.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网简短标语为从每次抓取学习的垃圾流智能。",
      "limitation": "主要任务依据YC详细学习式抓取自述；未取得真实装机、吞吐、价格和收入，不以行业火灾/损失推销量。"
    },
    {
      "id": "UNCLEAR7-33281-HOME",
      "companyId": null,
      "title": "Earendil Robotics：本轮官网读取",
      "url": "https://earendil.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "反无人机、传感/联网和训练产品，自述实际使用。",
      "limitation": "未明确当前AI学习模型，不把自主字样、团队旧战绩、合规/部署宣传等同独立验证或本产品销售额。"
    },
    {
      "id": "UNCLEAR7-33313-HOME",
      "companyId": "YC33313",
      "title": "SubVysion：本轮官网读取",
      "url": "https://subvysion.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官网无可读文字。",
      "limitation": "机器学习/Agent测绘依据8月公司发布；未取得现场数据、合同或性能复核，无正文不推停服。"
    },
    {
      "id": "UNCLEAR7-33319-HOME",
      "companyId": null,
      "title": "Vernius Systems, Inc.：本轮官网读取",
      "url": "https://www.vernius.systems/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "雷达与自主/操作员辅助感知硬件，未给学习模型任务。",
      "limitation": "LOI不是营收、成本比较不是标价；仅读业务类别，不收录装备实施/性能改进细节。"
    },
    {
      "id": "UNCLEAR7-33408-HOME",
      "companyId": "YC33408",
      "title": "Salem Robotics Inc：本轮官网读取",
      "url": "https://www.salemroboticsinc.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "physical AI巡检/测量，现场技术员测绘，客户自带或合作方硬件。",
      "limitation": "理论运动保证不等现实全场安全/监管接受；试点及主动合同洽谈不作收入，未访问设备或验证。"
    },
    {
      "id": "UNCLEAR7-33607-HOME",
      "companyId": null,
      "title": "Atomarine：本轮官网读取",
      "url": "https://atomarine.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "海上数据中心/电力，网页区分燃气当前路线及核动力未来。",
      "limitation": "首试点2028为发布目标，网页GW、PUE和速度数字非已验证现役规模；AI客户不证明当前AI任务，许可/造价及营收待核。"
    },
    {
      "id": "UNCLEAR7-34828-HOME",
      "companyId": "YC34828",
      "title": "Kailash Labs：本轮官网读取",
      "url": "https://www.kailashlabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前机器人工作站、7日试点、无capex及工程师持续维护，会随工件学习。",
      "limitation": "与YC视频模型工厂存在业务差异；按当前官网暂C10，品牌/主体连续待核；未核权重/模型卡或实际试点，不升格公开模型。"
    },
    {
      "id": "UNCLEAR7-34897-HOME",
      "companyId": "YC34897",
      "title": "AnyAlpha：本轮官网读取",
      "url": "https://anyalpha.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI Agent研究、回测和连接账户交易的应用。",
      "limitation": "示例回测/策略/排名非独立实盘净收益，更非平台收入；交易所logo不自动证明授权集成，未下载交易/开户。"
    },
    {
      "id": "UNCLEAR7-34899-HOME",
      "companyId": "YC34899",
      "title": "The Letter Company：本轮官网读取",
      "url": "https://letter.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "普通HTTP读到当前营销增长平台：内容/搜索可见度、线索、发信原语，与编码Agent协作，称100+teams。",
      "limitation": "浏览工具未读到，独立HTTP正文可读；Acme及214家验证明确fictional/illustrative，演示署名/支付轨迹非实际客户或审计收入，未调用或发信。"
    },
    {
      "id": "UNCLEAR7-32164-PRICE",
      "companyId": "YC32164",
      "title": "Prized预付资源额度及旧工具入口",
      "url": "https://prized.dev/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "每月计划转为资源额度，最多滚存两个月；devbox按小时，临时沙盒按秒；另链tools.prized.dev。",
      "limitation": "预付不等已消费/已确认经常性收入；对手价格为厂商估算并排除套餐/赠额，不当总成本独立比较。"
    },
    {
      "id": "UNCLEAR7-32583-PRICE",
      "companyId": "YC32583",
      "title": "Graphify月付/年付与企业交付",
      "url": "https://graphify.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Pro年付月等值10、实际月付15；Teams首100队年付20/席/月，至少2席，之后28；企业自托管另议。",
      "limitation": "美元符号未给代码；年付月等值不同月付价，免费/试用及标价不能乘下载/注册数反推ARR。"
    },
    {
      "id": "UNCLEAR7-33018-PRICE",
      "companyId": "YC33018",
      "title": "Agentcard各产品收费与分成边界",
      "url": "https://agentcard.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Vault≤5000用户免费；Issuing5000美元符号/月、每卡0、原文1% revenue share；Purchase Agent beta免费，划线0.15/请求。",
      "limitation": "1%分成方向/净额未核，不擅自当平台take rate；钱包/交易额非净收入，beta免费与未来标价分开，保险/合规未独立核。"
    },
    {
      "id": "UNCLEAR7-32583-README",
      "companyId": "YC32583",
      "title": "Graphify v8公开README",
      "url": "https://raw.githubusercontent.com/Graphify-Labs/graphify/v8/README.md",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "代码AST本地确定性抽取，文档/媒体语义段调用配置模型，EXTRACTED/INFERRED边区分。",
      "limitation": "只读材料未安装/运行；主张无需LLM仅对应代码图构建，不泛化所有内容/云服务，源码可读不等独立效果。"
    },
    {
      "id": "UNCLEAR7-32583-LICENSE",
      "companyId": "YC32583",
      "title": "Graphify公开Apache许可",
      "url": "https://raw.githubusercontent.com/Graphify-Labs/graphify/v8/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "v8根LICENSE为Apache2.0。",
      "limitation": "公开许可不证明企业托管实现/合同或全部第三方组件相同，不运行或部署。"
    },
    {
      "id": "UNCLEAR7-32583-MIT",
      "companyId": "YC32583",
      "title": "Graphify仓库并存MIT文件",
      "url": "https://raw.githubusercontent.com/Graphify-Labs/graphify/v8/LICENSE-MIT",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "仓库另有2026 Safi Shamsi MIT文件。",
      "limitation": "记录两个许可文件并存，未逐组件法律审计，不擅自将整个企业/云产品称双重许可。"
    },
    {
      "id": "UNCLEAR7-32583-BENCH",
      "companyId": "YC32583",
      "title": "Graphify自有基准与比较限制",
      "url": "https://github.com/Graphify-Labs/graphify/blob/v8/BENCHMARKS.md",
      "publishedAt": "2026-07-05",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "公司自有harness，LOCOMO300、LongMemEval-S50、ERPNext跨工具6题；对手嵌入器存在混杂，明确标注。",
      "limitation": "厂商内部测试非独立复现；小题集、judge和适配配置限制外推，较高检索不等所有QA最强或普遍省token。"
    },
    {
      "id": "UNCLEAR7-32583-PROOF",
      "companyId": "YC32583",
      "title": "Graphify差异证明的范围",
      "url": "https://graphify.com/formal-verification",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "区分proven/changed/unknown，证明针对函数及solver模型，预算不足报告unknown；不保证函数外行为或意图正确。",
      "limitation": "产品原文限定范围不能泛化为整库正确、需求被满足或本研究独立安全验证，未调用验证。"
    },
    {
      "id": "UNCLEAR7-32553-BETA",
      "companyId": "YC32553",
      "title": "Nori开发者beta与消费者功能状态",
      "url": "https://www.norirobotics.com/beta-signups",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "开发/研究beta优先、文档在进行中且并非全部消费功能可用，标准A3购买另有入口。",
      "limitation": "预购/全价、实际出货、退款和收入确认需独立凭据；开发者beta与全消费功能分开，不购买或提交表单。"
    },
    {
      "id": "UNCLEAR7-INDEX",
      "companyId": null,
      "title": "原AI不明候选第七批24项边界",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原192项第145—168项：16新增、0复用、8继续AI主营待核。",
      "limitation": "七批168项加此前OpenSEO共169项有后续记录，另23项继续；原发现审计不回写，Nori同名不同公司，行业硬件/药物不强归AI。"
    },
    {
      "id": "UNCLEAR8-35025-YC",
      "companyId": null,
      "title": "Inflection Space Systems：当前YC复核",
      "url": "https://www.ycombinator.com/companies/inflection-space-systems",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025成立，Team Size=None，状态Active。航天器量产/工厂自动化，官网和发布称未来各环节AI-native但未明确现行学习任务/交付；首发射Q1 2028、年万台为目标。USD单价150万等报价及客户预约不等已实现销售/ARR，模拟机队不当现役规模。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-35025-LAUNCH1",
      "companyId": null,
      "title": "Inflection Space Systems - Hyperscaling Spacecraft Manufacturing (>10,000/year)",
      "url": "https://www.ycombinator.com/launches/Vdy-inflection-space-systems-hyperscaling-spacecraft-manufacturing-10-000-year",
      "publishedAt": "2026-10-13",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "航天器量产/工厂自动化，官网和发布称未来各环节AI-native但未明确现行学习任务/交付；首发射Q1 2028、年万台为目标。USD单价150万等报价及客户预约不等已实现销售/ARR，模拟机队不当现役规模。",
      "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。"
    },
    {
      "id": "UNCLEAR8-35093-YC",
      "companyId": null,
      "title": "Aviern：当前YC复核",
      "url": "https://www.ycombinator.com/companies/aviern",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=4，状态Active。无人货机、自研autopilot/perception及自主飞行示范，未明确学习模型/AI核心实现。原型、Q1 2027/2028目标及官网1000磅规划不作量产/商业获准或收入，行业货值8.3万亿非公司营收。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-35093-LAUNCH1",
      "companyId": null,
      "title": "Aviern: Unmanned cargo airplanes for autonomous airports",
      "url": "https://www.ycombinator.com/launches/WdT-aviern-unmanned-cargo-airplanes-for-autonomous-airports",
      "publishedAt": "2026-10-29",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "无人货机、自研autopilot/perception及自主飞行示范，未明确学习模型/AI核心实现。原型、Q1 2027/2028目标及官网1000磅规划不作量产/商业获准或收入，行业货值8.3万亿非公司营收。",
      "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。"
    },
    {
      "id": "UNCLEAR8-35127-YC",
      "companyId": "YC35127",
      "title": "Rhem Labs：当前YC复核",
      "url": "https://www.ycombinator.com/companies/rhem-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025成立，Team Size=2，状态Active。以语音AI桌面设备协助日常任务、记录健康趋势并联系家属。 当前官网明确AI companion、99 USD/月从确认交付后计期，2027-01-20至31预计发货且尚未就绪；与10月发布1099买断加两年Plus不同方案分别保留。读数为非医疗估计，任务演示不证明药物已配发或护理替代。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-35127-LAUNCH1",
      "companyId": "YC35127",
      "title": "Rhem Labs: Health assistant robots for your parents",
      "url": "https://www.ycombinator.com/launches/Ug5-rhem-labs-health-assistant-robots-for-your-parents",
      "publishedAt": "2026-10-06",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以语音AI桌面设备协助日常任务、记录健康趋势并联系家属。 当前官网明确AI companion、99 USD/月从确认交付后计期，2027-01-20至31预计发货且尚未就绪；与10月发布1099买断加两年Plus不同方案分别保留。读数为非医疗估计，任务演示不证明药物已配发或护理替代。",
      "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。"
    },
    {
      "id": "UNCLEAR8-35157-YC",
      "companyId": null,
      "title": "Nitroduck：当前YC复核",
      "url": "https://www.ycombinator.com/companies/nitroduck",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=3，状态Active。作物基因编辑平台，当前简介及无正文官网未确认AI学习任务；基因编辑/效果方向不自动等AI主营，未核许可、独立效果/实际产品收入。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-35224-YC",
      "companyId": null,
      "title": "Micora：当前YC复核",
      "url": "https://www.ycombinator.com/companies/micora",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=4，状态Active。集装箱太阳能/储能微电网。自主部署、故障监控及数据中心客户未明确AI模型核心；功率、98% uptime与展示面板不是实销规模/独立可靠性，能源项目与软件ARR需分开。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-35261-YC",
      "companyId": "YC35261",
      "title": "Asakana：当前YC复核",
      "url": "https://www.ycombinator.com/companies/asakana",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025成立，Team Size=4，状态Active。以AI读取手写/多语订单与历史上下文，匹配商品并写入既有ERP。 官网明确训练于手写资料的AI和搜索，不只创始人Gemini经历；有歧义先交人工，零错误/精度比较为自述。客户节省40%工时、60单/日不作Asakana收入或自身订单量。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-35261-LAUNCH1",
      "companyId": "YC35261",
      "title": "Asakana: Automating sales and the entire back office for food distributors",
      "url": "https://www.ycombinator.com/launches/VrR-asakana-automating-sales-and-the-entire-back-office-for-food-distributors",
      "publishedAt": "2026-10-16",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以AI读取手写/多语订单与历史上下文，匹配商品并写入既有ERP。 官网明确训练于手写资料的AI和搜索，不只创始人Gemini经历；有歧义先交人工，零错误/精度比较为自述。客户节省40%工时、60单/日不作Asakana收入或自身订单量。",
      "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。"
    },
    {
      "id": "UNCLEAR8-35389-YC",
      "companyId": null,
      "title": "Open Actuation：当前YC复核",
      "url": "https://www.ycombinator.com/companies/open-actuation",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。定制电机/执行器制造，专有设计/加工软件和机器人客户不证明AI模型核心；首工厂每月数千台是产能主张，未给已售/交付或确认收入。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-35396-YC",
      "companyId": "YC35396",
      "title": "Oasive：当前YC复核",
      "url": "https://www.ycombinator.com/companies/oasive",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025成立，Team Size=1，状态Active。以AI研究助手、估值/提前偿付模型提供利率及机构MBS研究分析。 YC当前强调市政债，官网仍将Municipal/ABS/Corporate列Coming next，按已显示MBS/利率交付保留差异。15+机构desk为采用而非付费；创始人旧350B/17B资产组合及示例2.8B不是公司收入/AUM。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-35396-LAUNCH1",
      "companyId": "YC35396",
      "title": "Oasive: Find better bonds to buy",
      "url": "https://www.ycombinator.com/launches/UEq-oasive-find-better-bonds-to-buy",
      "publishedAt": "2026-09-23",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以AI研究助手、估值/提前偿付模型提供利率及机构MBS研究分析。 YC当前强调市政债，官网仍将Municipal/ABS/Corporate列Coming next，按已显示MBS/利率交付保留差异。15+机构desk为采用而非付费；创始人旧350B/17B资产组合及示例2.8B不是公司收入/AUM。",
      "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。"
    },
    {
      "id": "UNCLEAR8-35455-YC",
      "companyId": "YC35455",
      "title": "Deploy：当前YC复核",
      "url": "https://www.ycombinator.com/companies/deploy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。将通用机器人模型接到具体任务，跟踪执行并将人工干预回流训练。 当前官网聚焦退货、kitting及FBA prep，YC发布明确模型/人工干预训练。保证吞吐、24/7和无capex是公司主张，未独立核实际履约；不是出售机器人或纯软件毛利。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-35455-LAUNCH1",
      "companyId": "YC35455",
      "title": "Deploy - The Generalist Robot Deployment Company",
      "url": "https://www.ycombinator.com/launches/Ve4-deploy-the-generalist-robot-deployment-company",
      "publishedAt": "2026-10-14",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "将通用机器人模型接到具体任务，跟踪执行并将人工干预回流训练。 当前官网聚焦退货、kitting及FBA prep，YC发布明确模型/人工干预训练。保证吞吐、24/7和无capex是公司主张，未独立核实际履约；不是出售机器人或纯软件毛利。",
      "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。"
    },
    {
      "id": "UNCLEAR8-35457-YC",
      "companyId": null,
      "title": "Kairox Systems：当前YC复核",
      "url": "https://www.ycombinator.com/companies/kairox-systems",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=3，状态Active。水空两栖无人系统，未明确学习模型；官网TRL4/仿真及真实测试进行中不同于YC用户验证的商业部署，概念图/军方交流不作付费或独立实证。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-35487-YC",
      "companyId": null,
      "title": "Streamline Systems：当前YC复核",
      "url": "https://www.ycombinator.com/companies/streamline-systems",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。无GPS导航模块，当前自报自主飞行/控制器适配不足以确认学习模型；官网403无正文，未独立核实部署、许可或收入。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-35523-YC",
      "companyId": null,
      "title": "twentyfour26：当前YC复核",
      "url": "https://www.ycombinator.com/companies/twentyfour26",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。CNC快速打样及CAD软件规划，官网明确自营生产/检验、逐步教会加工单元；未明确AI学习模型，自动报价/几何分析不自动等AI。示例程序/验收不作客户订单或实测。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-36088-YC",
      "companyId": "AI074",
      "title": "EveryApp：当前YC复核",
      "url": "https://www.ycombinator.com/companies/everyapp",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。复用EveryApp（含OpenSEO）AI074；开源自托管、未来托管与当前OpenSEO产品分别保存，用户/星标/Cloudflare费用不作公司收入。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-36088-LAUNCH1",
      "companyId": "AI074",
      "title": "EveryApp - Make every app open source",
      "url": "https://www.ycombinator.com/launches/WKA-everyapp-make-every-app-open-source",
      "publishedAt": "2026-10-26",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "复用EveryApp（含OpenSEO）AI074；开源自托管、未来托管与当前OpenSEO产品分别保存，用户/星标/Cloudflare费用不作公司收入。",
      "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。"
    },
    {
      "id": "UNCLEAR8-36114-YC",
      "companyId": "YC36114",
      "title": "Particularity：当前YC复核",
      "url": "https://www.ycombinator.com/companies/particularity",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。用AI Agent检查公开网站及投诉，整理带时间戳的执法调查材料。 YC发布明确AI调查；官网普通HTTP403未读正文。court-ready和法条匹配为厂商主张，不代表法院接受/违规已认定；未检查第三方网站或替政府发起行动。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-36114-LAUNCH1",
      "companyId": "YC36114",
      "title": "Particularity: AI investigators for government regulators",
      "url": "https://www.ycombinator.com/launches/Vq1-particularity-ai-investigators-for-government-regulators",
      "publishedAt": "2026-10-15",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用AI Agent检查公开网站及投诉，整理带时间戳的执法调查材料。 YC发布明确AI调查；官网普通HTTP403未读正文。court-ready和法条匹配为厂商主张，不代表法院接受/违规已认定；未检查第三方网站或替政府发起行动。",
      "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。"
    },
    {
      "id": "UNCLEAR8-36411-YC",
      "companyId": "YC36411",
      "title": "Vyra：当前YC复核",
      "url": "https://www.ycombinator.com/companies/vyra",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。以对话Agent理解用户素材、剪辑/字幕并生成可导出的成片草稿。 官网95591 creators为采用自述非付费，展示播放量也非收入；MCP套餐24/65与内置AI54/129美元符号/月不混算。三日试用、额度和外部模型成本待核，未上传/生成或运行示例。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-36444-YC",
      "companyId": "YC36444",
      "title": "Odin Robotics：当前YC复核",
      "url": "https://www.ycombinator.com/companies/odin-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。用确定性控制配合学习式技能执行机床上下料、包装等多变工序。 官方明确trained models/LLM与学习式技能；试点满意才收费、后续月租/买断分开。演示有2/2.5/3倍速且文字不完全一致，未观看或独立测量吞吐、安全/可靠性。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-36444-LAUNCH1",
      "companyId": "YC36444",
      "title": "Odin Robotics: Robot arms that do repetitive manual work in existing factories",
      "url": "https://www.ycombinator.com/launches/WJg-odin-robotics-robot-arms-that-do-repetitive-manual-work-in-existing-factories",
      "publishedAt": "2026-10-23",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用确定性控制配合学习式技能执行机床上下料、包装等多变工序。 官方明确trained models/LLM与学习式技能；试点满意才收费、后续月租/买断分开。演示有2/2.5/3倍速且文字不完全一致，未观看或独立测量吞吐、安全/可靠性。",
      "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。"
    },
    {
      "id": "UNCLEAR8-36708-YC",
      "companyId": null,
      "title": "Sinter：当前YC复核",
      "url": "https://www.ycombinator.com/companies/sinter-systems",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2025成立，Team Size=2，状态Active。塑料制造及快速报价，官网模流仿真/聚合物模具均Coming soon；autonomous/intelligent宣传未明确现行学习模型。示例模具/产线不是实际订单收入，已售FDM与未来模具分开。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-36774-YC",
      "companyId": "YC36774",
      "title": "ObsessionDB：当前YC复核",
      "url": "https://www.ycombinator.com/companies/obsessiondb",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=5，状态Active。以ClickHouse分支及计算存储分离处理Agent日志/轨迹，并提供Agent操作接口。 官网明确Agent隔离只读计算/MCP，分支沙盒Early access、自动伸缩/scale-to-zero Coming with2.0。50TB客户数据及百万请求不是收入；4090 USD/月为默认估算非实际MRR，厂商基准未独立复现。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-36774-LAUNCH1",
      "companyId": "YC36774",
      "title": "ObsessionDB: a real-time data warehouse built for agents",
      "url": "https://www.ycombinator.com/launches/VpG-obsessiondb-a-real-time-data-warehouse-built-for-agents",
      "publishedAt": "2026-10-20",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以ClickHouse分支及计算存储分离处理Agent日志/轨迹，并提供Agent操作接口。 官网明确Agent隔离只读计算/MCP，分支沙盒Early access、自动伸缩/scale-to-zero Coming with2.0。50TB客户数据及百万请求不是收入；4090 USD/月为默认估算非实际MRR，厂商基准未独立复现。",
      "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。"
    },
    {
      "id": "UNCLEAR8-37105-YC",
      "companyId": "YC37105",
      "title": "Tilion：当前YC复核",
      "url": "https://www.ycombinator.com/companies/tilion",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=4，状态Active。提供面向Agent的自修复浏览器运行设施。 YC称每天百万级Agent操作，官网只有候补/联系及愿景；规模/自修复/无监督为自述，未取得运行记录、价格/付费或可靠性验证，没有测试访问限制。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-37137-YC",
      "companyId": null,
      "title": "Clean：当前YC复核",
      "url": "https://www.ycombinator.com/companies/clean",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=5，状态Active。实体信号获客、ICP问答和带来源研究，已读官网/方法/隐私但未明确核心AI模型任务及人工/规则占比；AI Labs名称不单独入表。客户60K签单/120K管线、示例贷款和创始人旧MRR/合同均非Clean当前收入。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-37272-YC",
      "companyId": "YC37272",
      "title": "The Subvocal Company：当前YC复核",
      "url": "https://www.ycombinator.com/companies/the-subvocal-company",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=3，状态Active。用眼镜RF传感及解码模型把无声发音动作转为文字输入。 10月30发布仍是半便携原型/小数据集，官网最终外形为目标；199美元符号预约不是完整最终价或收入。200+WPM及短校准通用模型未独立核，官网无可读正文/预约页不可访问，不按示意图认定已量产。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-37272-LAUNCH1",
      "companyId": "YC37272",
      "title": "The Subvocal Company: Talk without talking",
      "url": "https://www.ycombinator.com/launches/Wf9-the-subvocal-company-talk-without-talking",
      "publishedAt": "2026-10-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "用眼镜RF传感及解码模型把无声发音动作转为文字输入。 10月30发布仍是半便携原型/小数据集，官网最终外形为目标；199美元符号预约不是完整最终价或收入。200+WPM及短校准通用模型未独立核，官网无可读正文/预约页不可访问，不按示意图认定已量产。",
      "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。"
    },
    {
      "id": "UNCLEAR8-37797-YC",
      "companyId": null,
      "title": "STASIS：当前YC复核",
      "url": "https://www.ycombinator.com/companies/stasis",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=2，状态Active。眼动/健康指标眼镜及自动调光，未取得具体AI模型/学习任务；官网原域跳wearstasis。299预售、激活后才开10/月分析订阅，2026年底至2027初预计出货；不能作当前MRR或临床效度，库存余数/成功提示是页面状态。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-37999-YC",
      "companyId": null,
      "title": "RATLOG：当前YC复核",
      "url": "https://www.ycombinator.com/companies/ratlog",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=4，状态Active。可复用运载火箭，当前公开资料未明确AI主营。400M发射预约协议非确认销售/ARR；旧Lio经历/航天客户及未来11月热试目标不证明AI/已实现经营，官网403未读正文。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-37999-LAUNCH1",
      "companyId": null,
      "title": "RATLOG: Reusable heavy-lift rockets powered by an engine with 90% fewer parts",
      "url": "https://www.ycombinator.com/launches/Vkz-ratlog-reusable-heavy-lift-rockets-powered-by-an-engine-with-90-fewer-parts",
      "publishedAt": "2026-10-15",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "可复用运载火箭，当前公开资料未明确AI主营。400M发射预约协议非确认销售/ARR；旧Lio经历/航天客户及未来11月热试目标不证明AI/已实现经营，官网403未读正文。",
      "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。"
    },
    {
      "id": "UNCLEAR8-38589-YC",
      "companyId": null,
      "title": "Keres：当前YC复核",
      "url": "https://www.ycombinator.com/companies/keres",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC自报2026成立，Team Size=3，状态Active。可复用无人拦截航空器；自主识别/无人飞行未明确学习模型任务，官网仅航天防务简介。创始人军旅经历与成本宣传不当现产品独立性能、交付或收入。",
      "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。"
    },
    {
      "id": "UNCLEAR8-35025-HOME",
      "companyId": null,
      "title": "Inflection Space Systems：本轮官网读取",
      "url": "https://inflection-space.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "航天器标准化/工厂自动化，AI-native制造为设计方向，USD按量报价。",
      "limitation": "未确认现行学习任务，年万台和Q1 2028首发射是目标；模拟机队和报价不是收入/现役数量。"
    },
    {
      "id": "UNCLEAR8-35093-HOME",
      "companyId": null,
      "title": "Aviern：本轮官网读取",
      "url": "https://www.aviern.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "普通HTTP读到无人货机、自主飞行示范和A1000规划。",
      "limitation": "浏览工具不可读，HTTP正文可读但未明确学习模型；150英里示范、1000磅规划和成本是自述，非许可/实销证明。"
    },
    {
      "id": "UNCLEAR8-35127-HOME",
      "companyId": "YC35127",
      "title": "Rhem Labs：本轮官网读取",
      "url": "https://www.rhem.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "普通HTTP读到语音AI companion、99 USD/月租赁和尚未就绪/2027-01预计出货。",
      "limitation": "确认交付后才开始计期；租赁/买断/旧Plus方案分开，non-medical estimates及续方请求示例不作临床/配药结果，未订购。"
    },
    {
      "id": "UNCLEAR8-35157-HOME",
      "companyId": null,
      "title": "Nitroduck：本轮官网读取",
      "url": "https://nitroduck.tech/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网无可读正文。",
      "limitation": "未补当前AI模型/学习任务、产品交付和收入，不因生物模型或网站空白补造数据/认定停服。"
    },
    {
      "id": "UNCLEAR8-35224-HOME",
      "companyId": null,
      "title": "Micora：本轮官网读取",
      "url": "https://www.micora.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "集装箱太阳能/电池系统及监测，原域重定向www。",
      "limitation": "没有明确AI学习模型；展示功率、98%uptime/健康状态不当独立实测/已交付规模。"
    },
    {
      "id": "UNCLEAR8-35261-HOME",
      "companyId": "YC35261",
      "title": "Asakana：本轮官网读取",
      "url": "https://www.asakana.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网明确手写/多语资料AI、商品检索及ERP集成，有歧义交人。",
      "limitation": "客户工时/订单规模不是Asakana收入，零错误和对手准确率比较为自述，未接入ERP或客户资料。"
    },
    {
      "id": "UNCLEAR8-35389-HOME",
      "companyId": null,
      "title": "Open Actuation：本轮官网读取",
      "url": "https://openactuation.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "普通HTTP正文可读，定制电机/执行器销售入口。",
      "limitation": "浏览工具不可访问，未明确AI学习核心；机器人客户及产能主张不等公司销售/AI主营。"
    },
    {
      "id": "UNCLEAR8-35396-HOME",
      "companyId": "YC35396",
      "title": "Oasive：本轮官网读取",
      "url": "https://www.oasive.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "普通HTTP读到AI研究、利率和Agency MBS；200美元符号/席/月，机构付费试点后年度协议。",
      "limitation": "Municipal/ABS/Corporate仍Coming next，与YC市政债简介差异保留；示例2.8B组合/前雇主资产及采用desk非公司收入或自有AUM。"
    },
    {
      "id": "UNCLEAR8-35455-HOME",
      "companyId": "YC35455",
      "title": "Deploy：本轮官网读取",
      "url": "https://deployrobotics.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前退货、kitting、FBA prep机器人站服务、无capex和试点入口。",
      "limitation": "YC明确通用模型与人工干预训练；保证吞吐/24x7未独立核，人工/折旧/维护成本待拆。"
    },
    {
      "id": "UNCLEAR8-35457-HOME",
      "companyId": null,
      "title": "Kairox Systems：本轮官网读取",
      "url": "https://www.kairoxsys.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "两栖无人系统概念/仿真、真实测试进行中，自报TRL4。",
      "limitation": "未明确学习模型任务；用户验证/仿真与商业部署分开，只记录高层业务状态不收录实施细节。"
    },
    {
      "id": "UNCLEAR8-35487-HOME",
      "companyId": null,
      "title": "Streamline Systems：本轮官网读取",
      "url": "https://streamlinesystems.ltd/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "浏览工具不可访问，普通HTTP403。",
      "limitation": "未取得官网正文，AI模型、商业部署与财务继续待核；不绕过访问限制或称官网已核。"
    },
    {
      "id": "UNCLEAR8-35523-HOME",
      "companyId": null,
      "title": "twentyfour26：本轮官网读取",
      "url": "https://twentyfour26.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "CNC打样、CAD几何/报价/规划软件，团队自营加工与检验并逐步自动化。",
      "limitation": "没有明确学习模型证据；几何算法/自动报价不自动归AI，示例文件/程序/订单非实际本次生产，不上传CAD。"
    },
    {
      "id": "UNCLEAR8-36088-HOME",
      "companyId": "AI074",
      "title": "EveryApp：本轮官网读取",
      "url": "https://everyapp.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "开源应用在用户Cloudflare账户内托管、统一网关/MCP，OpenSEO/OpenCRM/OpenMail等分别列出。",
      "limitation": "5美元/月是Cloudflare上游方案非EveryApp收入；未用页面设置提示运行/部署，未来托管10/月来自历史发布计划。"
    },
    {
      "id": "UNCLEAR8-36114-HOME",
      "companyId": "YC36114",
      "title": "Particularity：本轮官网读取",
      "url": "https://particularity.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "浏览工具不可访问，普通HTTP403。",
      "limitation": "本轮官网正文未取得，AI调查依据公司YC发布；court-ready/违规定性与实际司法接受不能混同。"
    },
    {
      "id": "UNCLEAR8-36411-HOME",
      "companyId": "YC36411",
      "title": "Vyra：本轮官网读取",
      "url": "https://www.usevyra.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "视频素材理解/剪辑Agent、MCP及内置AI两种交付，创作者采用计数与套餐。",
      "limitation": "95591 creators和作品播放量不当付费订阅/收入，外部模型与内置AI成本/额度不同，未上传媒体或运行。"
    },
    {
      "id": "UNCLEAR8-36444-HOME",
      "companyId": "YC36444",
      "title": "Odin Robotics：本轮官网读取",
      "url": "https://odin-robotics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "确定性控制加学习技能，完整机器人集成，试点后月租或买断，可远程介入。",
      "limitation": "预览倍速标注不完全一致，不以文字/演示推吞吐或独立安全；满意才收费不等收入已实现。"
    },
    {
      "id": "UNCLEAR8-36708-HOME",
      "companyId": null,
      "title": "Sinter：本轮官网读取",
      "url": "https://www.sinter.systems/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "塑料FDM报价/自营生产；模流仿真与聚合物模具标Coming soon。",
      "limitation": "自主/智能宣传未补具体学习任务，演示和未来工艺非当前已履约产品/收入。"
    },
    {
      "id": "UNCLEAR8-36774-HOME",
      "companyId": "YC36774",
      "title": "ObsessionDB：本轮官网读取",
      "url": "https://obsessiondb.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Agent隔离计算/MCP/CHKit接口；客户自带云按年度许可运维费，托管资源另计。",
      "limitation": "早期Agent数据分支、将来scale-to-zero与现行服务分开；50TB/请求数、客户云费及成本比较不是平台收入，未运行查询/迁移。"
    },
    {
      "id": "UNCLEAR8-37105-HOME",
      "companyId": "YC37105",
      "title": "Tilion：本轮官网读取",
      "url": "https://tilion.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Agent浏览器设施标语与候补入口。",
      "limitation": "当前操作量/自修复任务来自YC自述，未取得产品记录/计费/独立可靠性；未执行访问或绕过限制。"
    },
    {
      "id": "UNCLEAR8-37137-HOME",
      "companyId": null,
      "title": "Clean：本轮官网读取",
      "url": "https://www.tryclean.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "实体记录信号获客、ICP问答/推理及客户案例，页面含.example演示。",
      "limitation": "核心AI模型/人工规则占比未核，客户60K签单/120Kpipeline、演示贷款和旧事业金额不当Clean收入；未联系客户或连接账户。"
    },
    {
      "id": "UNCLEAR8-37272-HOME",
      "companyId": "YC37272",
      "title": "The Subvocal Company：本轮官网读取",
      "url": "https://subvocal.company/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网无可读正文；公司发布另链预约页subvocal.co/preorder，浏览工具无法访问。",
      "limitation": "RF解码模型/199预约依据2026-10-30发布，不称预约页已核，最终图/200WPM是原型/厂商自述不是量产实证。"
    },
    {
      "id": "UNCLEAR8-37797-HOME",
      "companyId": null,
      "title": "STASIS：本轮官网读取",
      "url": "https://www.wearstasis.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "get-stasis重定向后普通HTTP可读：眼动/调光指标、299预售、激活后分析月费10。",
      "limitation": "预计2026年底至2027初出货，预售未收分析订阅；页面确认提示/剩余库存不是已支付/出货证据，未明确AI模型或独立效度。"
    },
    {
      "id": "UNCLEAR8-37999-HOME",
      "companyId": null,
      "title": "RATLOG：本轮官网读取",
      "url": "https://www.ratlog.space/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "浏览工具不可访问，普通HTTP403。",
      "limitation": "火箭与400M预约协议依公司发布，不是确认收入/ARR；AI任务仍未明确，只做业务研究不收录工程实施细节。"
    },
    {
      "id": "UNCLEAR8-38589-HOME",
      "companyId": null,
      "title": "Keres：本轮官网读取",
      "url": "https://www.keresaero.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "可复用航空防务简短公司简介/联系。",
      "limitation": "没有取得具体AI模型任务、已交付/付费或独立效果，不以无人/自动识别文字推学习算法。"
    },
    {
      "id": "UNCLEAR8-36088-SEO-HOME",
      "companyId": "AI074",
      "title": "OpenSEO当前产品及EveryApp关联",
      "url": "https://openseo.so/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Agent SEO数据/工具、AI可见度及MCP，页脚Every App Inc/Part of EveryApp；3000+entrepreneurs为采用自述。",
      "limitation": "不另计公司，采用/stars不作收入；官网标题pay by use与价表需要有效订阅的条件结合理解，法律并表待核。"
    },
    {
      "id": "UNCLEAR8-36088-SEO-PRICE",
      "companyId": "AI074",
      "title": "OpenSEO订阅、用量额度及上游费用",
      "url": "https://openseo.so/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Base10/Pro30/Agency200美元符号月费含10/36/240用量；额外数据成本加28%，计划额度每期重置，top-up不失效但使用需有效订阅。",
      "limitation": "报价/充值/供应商成本/平台净额分开，不能将28%直接当全部收入或利润，Agency含人工启用支持，未取得实际合同/收款。"
    },
    {
      "id": "UNCLEAR8-36774-PRICE",
      "companyId": "YC36774",
      "title": "ObsessionDB托管估算与BYOC年度费",
      "url": "https://obsessiondb.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "默认配置4090 USD/月为indicative estimate；BYOC另按年度许可/运维/支持费，基础设施由客户云商结算。",
      "limitation": "默认计算器不是实际MRR；区域/资源和人工迁移/值班成本待核，auto-scaling/scale-to-zero为2.0计划，未创建实例。"
    },
    {
      "id": "UNCLEAR8-37137-METHOD",
      "companyId": null,
      "title": "Clean公开获客方法与缺项",
      "url": "https://www.tryclean.ai/how-it-works",
      "publishedAt": "2026-09-28",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "公开记录归一、排序、推理后给出买家理由/来源，页面有演示企业和记录。",
      "limitation": "没有明确模型/学习任务或人工/规则占比；来源方法不等已核准确率，never sends与当前可选Gmail发送描述差异保留。"
    },
    {
      "id": "UNCLEAR8-37137-PRIVACY",
      "companyId": null,
      "title": "Clean当前可选账户功能说明",
      "url": "https://www.tryclean.ai/privacy",
      "publishedAt": "2026-10-22",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自述可选Gmail读选定潜客及用户开启的campaign发送，LinkedIn只读；运营方Clean AI Labs Inc。",
      "limitation": "协议非独立安全/合规审计，也不单独证明AI核心；与旧方法页never sends不同的当前功能说明，未连接或发送。"
    },
    {
      "id": "UNCLEAR8-INDEX",
      "companyId": null,
      "title": "原AI不明候选末批24项与全池核对",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原第169—192项：10新增、1复用EveryApp、13继续AI主营待核；八批192项全池逐条有后续记录。",
      "limitation": "110项关联公司、82项继续AI主营待核；已读不是全部确认AI，也非所有来源/财务/技术研究完成，1428原发现审计不回写。"
    },
    {
      "id": "YEARCONFLICT1-26144-YC",
      "companyId": null,
      "title": "MSPilot：现行YC成立年与旧批次",
      "url": "https://www.ycombinator.com/companies/mspilot",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现行目录列2026成立、Fall 2025，团队自报3；Turn AI adoption into a recurring revenue line.",
      "limitation": "批次不等成立年；同页旧产品/创始人经历不自动认定同法人；团队数字未独立确认。"
    },
    {
      "id": "YEARCONFLICT1-26144-LAUNCH1",
      "companyId": null,
      "title": "OpenBuilder编码产品发布",
      "url": "https://www.ycombinator.com/launches/Ong-openbuilder-open-source-alternative-to-lovable",
      "publishedAt": "2025-11-09",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI应用构建、VSCode体验及付费人工开发协助；开源完整发布在原文仍是coming soon。",
      "limitation": "旧EasyCode 1.5M开发者安装为前产品经历；发布与现MSPilot法人连续、收入及成立年待核。"
    },
    {
      "id": "YEARCONFLICT1-30226-YC",
      "companyId": null,
      "title": "Elip AI：现行YC成立年与旧批次",
      "url": "https://www.ycombinator.com/companies/elip-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现行目录列2026成立、Winter 2025，团队自报4；Cooking something sweet and salty! ",
      "limitation": "批次不等成立年；同页旧产品/创始人经历不自动认定同法人；团队数字未独立确认。"
    },
    {
      "id": "YEARCONFLICT1-30226-LAUNCH1",
      "companyId": null,
      "title": "Tejas银行风险决策发布",
      "url": "https://www.ycombinator.com/launches/MxA-tejas-ai-ai-powered-risk-decisioning-for-bfsi",
      "publishedAt": "2025-03-04",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "银行规则/策略仿真与决策引擎，并非现Elip求职产品。",
      "limitation": "Tartan旧事业8倍增长与30品牌非Elip收入/当前付费，发布不证明现法人成立。"
    },
    {
      "id": "YEARCONFLICT1-30671-YC",
      "companyId": null,
      "title": "Panoptive：现行YC成立年与旧批次",
      "url": "https://www.ycombinator.com/companies/panoptive",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现行目录列2026成立、Summer 2025，团队自报2；Agent systems for clinical development work",
      "limitation": "批次不等成立年；同页旧产品/创始人经历不自动认定同法人；团队数字未独立确认。"
    },
    {
      "id": "YEARCONFLICT1-30671-LAUNCH1",
      "companyId": null,
      "title": "AgentHub测试环境发布",
      "url": "https://www.ycombinator.com/launches/O6a-agenthub-the-staging-environment-for-your-ai-agents",
      "publishedAt": "2025-08-02",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI Agent staging、轨迹和LLM/人工/规则评分；当前Panoptive转向临床运营。",
      "limitation": "2025产品存在可核，但名称映射不单独证明现公司法人或精确成立年；功能/效果自述未实测。"
    },
    {
      "id": "YEARCONFLICT1-30975-YC",
      "companyId": null,
      "title": "MadeThis：现行YC成立年与旧批次",
      "url": "https://www.ycombinator.com/companies/madethis",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现行目录列2026成立、Fall 2025，团队自报3；The autonomous business platform",
      "limitation": "批次不等成立年；同页旧产品/创始人经历不自动认定同法人；团队数字未独立确认。"
    },
    {
      "id": "YEARCONFLICT1-30975-LAUNCH1",
      "companyId": null,
      "title": "MadeThis业务平台发布",
      "url": "https://www.ycombinator.com/launches/SBs-madethis-the-platform-for-self-driving-businesses",
      "publishedAt": "2026-07-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2026-07-30称100天启动2万业务及平台上产生销售金额。",
      "limitation": "业务/销售为客户采用及平台经手口径，未说明平台净收费；不能当自身ARR或证明新法人2026成立。"
    },
    {
      "id": "YEARCONFLICT1-30975-LAUNCH2",
      "companyId": null,
      "title": "Castari运行时2026发布",
      "url": "https://www.ycombinator.com/launches/PTN-castari-the-runtime-for-agents-that-need-a-computer",
      "publishedAt": "2026-02-17",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Agent沙盒计算、运行编排及工具环境公开beta。",
      "limitation": "旧消费者产品用户及RunPod收入不迁当前公司，2026新版发布不消除2025沿革。"
    },
    {
      "id": "YEARCONFLICT1-30975-LAUNCH3",
      "companyId": null,
      "title": "Castari运行时2025发布",
      "url": "https://www.ycombinator.com/launches/OrV-castari-vercel-for-ai-agents",
      "publishedAt": "2025-11-17",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2025-11-17以Claude Agent SDK为主的安全沙盒托管及有限试点，其他框架尚为计划。",
      "limitation": "旧RunPod收入/消费者产品2M采用不作Castari收入；公开仓库链接未在本批读取或运行，不升级公开技术证据。"
    },
    {
      "id": "YEARCONFLICT1-30983-YC",
      "companyId": null,
      "title": "Layers：现行YC成立年与旧批次",
      "url": "https://www.ycombinator.com/companies/layers",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现行目录列2026成立、Fall 2025，团队自报2；Improve your appearance by measuring, understanding, and tracking…",
      "limitation": "批次不等成立年；同页旧产品/创始人经历不自动认定同法人；团队数字未独立确认。"
    },
    {
      "id": "YEARCONFLICT1-30983-LAUNCH1",
      "companyId": null,
      "title": "Telemetron硬件支持发布",
      "url": "https://www.ycombinator.com/launches/OlP-telemetron-the-support-platform-that-understands-hardware",
      "publishedAt": "2025-11-05",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI支持Agent联动硬件遥测、退换/保修与服务工作流。",
      "limitation": "2025硬件支持产品不能证明现健康服务AI核心或现法人年份；创始人Starlink旧业绩不迁移。"
    },
    {
      "id": "YEARCONFLICT1-30999-YC",
      "companyId": null,
      "title": "Antigen：现行YC成立年与旧批次",
      "url": "https://www.ycombinator.com/companies/antigen",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现行目录列2026成立、Fall 2025，团队自报5；Continuous offensive security for the enterprise.",
      "limitation": "批次不等成立年；同页旧产品/创始人经历不自动认定同法人；团队数字未独立确认。"
    },
    {
      "id": "YEARCONFLICT1-30999-LAUNCH1",
      "companyId": null,
      "title": "Zag PR审查产品发布",
      "url": "https://www.ycombinator.com/launches/Ob1-zag-ai-review-agents-for-every-pr",
      "publishedAt": "2025-10-10",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI审查Agent与Apple CI计算，并有工程师支持。",
      "limitation": "0.015美元符号/分钟是旧计算报价；Google功能收入、集体漏洞奖励及创始人旧事业非Antigen收入/ARR。"
    },
    {
      "id": "YEARCONFLICT1-26144-HOME",
      "companyId": null,
      "title": "MSPilot：现行业务",
      "url": "https://www.mspilot.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "MSP跨租户Agent构建、治理及渠道转售，按客户端模型/标记加价。",
      "limitation": "示例5500月销售/2500利润及500平台费是客户场景计算器，不是MSPilot真实账单/收入，未取合同或独立财务。"
    },
    {
      "id": "YEARCONFLICT1-30226-HOME",
      "companyId": null,
      "title": "Elip AI：现行业务",
      "url": "https://tryelip.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI求职Agent与简历匹配，求职者免费，雇主招聘成功后付费。",
      "limitation": "与旧银行Tejas产品任务不同；收费机制不是实际回款/ARR，地址不当注册日期。"
    },
    {
      "id": "YEARCONFLICT1-30671-HOME",
      "companyId": null,
      "title": "Panoptive：现行业务",
      "url": "https://panoptive.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "临床开发数据管理、运营监督及QA Agent，共享证据和人工审查。",
      "limitation": "页面示例为合成数据，不当实际客户试验/独立临床验证；没有补足新旧主体及成立年。"
    },
    {
      "id": "YEARCONFLICT1-30975-HOME",
      "companyId": null,
      "title": "MadeThis：现行业务",
      "url": "https://www.madethis.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自述由Castar Ventures, Inc.建设业务AI平台，连接创建、支付、营销及运营。",
      "limitation": "当前运营者自述不等登记核验；旧Castari、现品牌和旧RunPod业绩不据同创始人合并收入或推成立年。"
    },
    {
      "id": "YEARCONFLICT1-30983-HOME",
      "companyId": null,
      "title": "Layers：现行业务",
      "url": "https://www.layers.bio/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "60分钟线下健康/外观测量，150+指标，年度/季度服务；旧金山开放，纽约/洛杉矶待开。",
      "limitation": "当前AI核心仅用户评价不足以确认；测量/临床效果/实际会员付费未核，旧Telemetron业务单列。"
    },
    {
      "id": "YEARCONFLICT1-30999-HOME",
      "companyId": null,
      "title": "Antigen：现行业务",
      "url": "https://antigen.sh/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI持续安全测试/修复，报告均由研究员审阅，提供托管或客户环境部署。",
      "limitation": "人工投入和软件收费待拆；Acme演示不是独立客户/效果，未运行测试，不把网站主张当技术验证。"
    },
    {
      "id": "YEARCONFLICT1-26144-ABOUT",
      "companyId": null,
      "title": "MSPilot团队及前事业范围",
      "url": "https://www.mspilot.io/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现团队介绍将编码工具、Baseten及家族MSP经历并列。",
      "limitation": "1.5M旧安装、前雇主13B估值、家族30年业务不是现公司成立/收入证据，早期设计伙伴不等当前付费。"
    },
    {
      "id": "YEARCONFLICT1-30226-ABOUT",
      "companyId": null,
      "title": "Elip现运营者与收费机制",
      "url": "https://tryelip.ai/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自述产品属Freshview Innovations, Inc.，Delaware公司；雇主按录用付费。",
      "limitation": "未给公司登记年/编号或与Tejas法律关系，不把Inc/地址或免费求职端当注册年/零营收。"
    },
    {
      "id": "YEARCONFLICT1-30226-TERMS",
      "companyId": null,
      "title": "Elip条款日期与主体",
      "url": "https://tryelip.ai/terms",
      "publishedAt": "2026-09-28",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "条款2026-07-01生效、2026-09-28更新；运营者Freshview Innovations, Inc.。",
      "limitation": "生效/更新不是公司注册日；当前求职服务与旧银行产品关系仍待核。"
    },
    {
      "id": "YEARCONFLICT1-30671-COMPANY",
      "companyId": null,
      "title": "Panoptive当前公司与临床工作流",
      "url": "https://panoptive.com/company",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "临床Agent流程、可检查证据和人工复核；页面列4个招聘角色。",
      "limitation": "招聘4角色不是实际员工数或付款客户；页面没有确证注册年/AgentHub法律关系，未作临床效果判断。"
    },
    {
      "id": "YEARCONFLICT1-30975-TERMS",
      "companyId": null,
      "title": "MadeThis运营者及客户资金边界",
      "url": "https://www.madethis.com/terms",
      "publishedAt": "2026-09-12",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "运营者Castar Ventures, Inc.；条款明确客户销售款及第三方广告资金不是平台订阅或用量费用。",
      "limitation": "2026-09-12更新及SMS条款日期不是注册日；订阅/用量/加购、客户销售及广告预算分别核，法律沿革未证。"
    },
    {
      "id": "YEARCONFLICT1-30975-PRICE",
      "companyId": null,
      "title": "MadeThis订阅与资源额度",
      "url": "https://www.madethis.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原文$49/$79/$199月费含5000/10000/30000月额度，企业方案5000/月起；另设模型成本日上限。",
      "limitation": "报价不等实际MRR；月额度不滚存、top-up不失效，外部模型/人工/广告成本需拆，币种不从$推定。"
    },
    {
      "id": "YEARCONFLICT1-30983-TERMS",
      "companyId": null,
      "title": "Layers服务条款日期与限制",
      "url": "https://www.layers.bio/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "条款标2026年7月更新，提供测量及解释；未列可验证注册日。",
      "limitation": "条款日不作成立日，测量不等独立临床效果或AI实现，现主体与Telemetron关系待核。"
    },
    {
      "id": "YEARCONFLICT1-30999-TERMS",
      "companyId": null,
      "title": "Antigen现运营者",
      "url": "https://antigen.sh/terms",
      "publishedAt": "2026-08-03",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2026-08-03条款称Claybird Inc. d/b/a Antigen。",
      "limitation": "运营者名称非独立注册证据；条款更新不证明2026新创，Zag/旧SaaS/雇主收入不归现公司。"
    },
    {
      "id": "YEARCONFLICT1-INDEX-POOL",
      "companyId": null,
      "title": "原成立年冲突6项补核",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "6项当前2026成立/2025批次均有2025旧品牌发布；按现行业务初分类，全部保留成立年待核。",
      "limitation": "未凭旧发布强改2025、未凭条款日期认定2026；法律连续/注册日、Layers现AI核心和全部财务仍有缺项。"
    },
    {
      "id": "MISSINGYEAR1-29656-YC",
      "companyId": null,
      "title": "Leeroo：缺年目录复核",
      "url": "https://www.ycombinator.com/companies/leeroo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Organizational Superintelligence；成立年字段仍为空，状态Active，团队自报3。",
      "limitation": "批次、团队/创始人经历和产品发布不作注册日期；当前业务与旧发布分别保留。"
    },
    {
      "id": "MISSINGYEAR1-29656-LAUNCH1",
      "companyId": null,
      "title": "Leeroo - Trainable AI Agents",
      "url": "https://www.ycombinator.com/launches/NdI-leeroo-trainable-ai-agents",
      "publishedAt": "2025-05-29",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "产品发布于2025-05-29；Leeroo现为企业数据/Agent平台；英国LEEROO AI LTD登记15776011于2024-06-13成立，两位董事与YC创始人同名，官网索引有2024产品文章。按既有业务排除新公司；具体全球主体沿革仍待核，旧文章链接本轮显示当前首页，未称已读旧全文；模型下载/客户价值不是收入。",
      "limitation": "发布日非成立日；厂商效果、客户/前事业规模与公司收入分开，未运行模型或演示。"
    },
    {
      "id": "MISSINGYEAR1-30216-YC",
      "companyId": null,
      "title": "Sublingual：缺年目录复核",
      "url": "https://www.ycombinator.com/companies/sublingual",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Daily productivity tracker；成立年字段仍为空，状态Inactive，团队自报2。",
      "limitation": "批次、团队/创始人经历和产品发布不作注册日期；当前业务与旧发布分别保留。"
    },
    {
      "id": "MISSINGYEAR1-30216-LAUNCH1",
      "companyId": null,
      "title": "Sublingual: LLM evals for lazy devs",
      "url": "https://www.ycombinator.com/launches/Muu-sublingual-llm-evals-for-lazy-devs",
      "publishedAt": "2025-02-27",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "产品发布于2025-02-27；Sublingual当前简介为桌面生产力追踪，旧发布为LLM评测设施；YC Inactive，官网仅品牌/W25/版权。成立年、当前AI核心及停服日期未证；不凭版权或批次补年、不将Inactive补零收入，旧工具安装提示未执行。",
      "limitation": "发布日非成立日；厂商效果、客户/前事业规模与公司收入分开，未运行模型或演示。"
    },
    {
      "id": "MISSINGYEAR1-30447-YC",
      "companyId": null,
      "title": "Caucus：缺年目录复核",
      "url": "https://www.ycombinator.com/companies/caucus",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI CRM for Government；成立年字段仍为空，状态Inactive，团队自报3。",
      "limitation": "批次、团队/创始人经历和产品发布不作注册日期；当前业务与旧发布分别保留。"
    },
    {
      "id": "MISSINGYEAR1-30447-LAUNCH1",
      "companyId": null,
      "title": "Caucus – The Last Piece of Software for the American Government",
      "url": "https://www.ycombinator.com/launches/NU5-caucus-the-last-piece-of-software-for-the-american-government",
      "publishedAt": "2025-05-11",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "产品发布于2025-05-11；Caucus政府选民服务AI，YC Inactive而官网仍可读，成立/法律主体与实际停服状态待核；SOC2 TypeII in progress非已认证，90%自动化为自述，旧Turbo Legi出售不是当前收入。",
      "limitation": "发布日非成立日；厂商效果、客户/前事业规模与公司收入分开，未运行模型或演示。"
    },
    {
      "id": "MISSINGYEAR1-30531-YC",
      "companyId": null,
      "title": "Moby Analytics：缺年目录复核",
      "url": "https://www.ycombinator.com/companies/moby-analytics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI financial auditors；成立年字段仍为空，状态Active，团队自报4。",
      "limitation": "批次、团队/创始人经历和产品发布不作注册日期；当前业务与旧发布分别保留。"
    },
    {
      "id": "MISSINGYEAR1-30531-LAUNCH1",
      "companyId": null,
      "title": "Moby Analytics 🐳 AI Platform for Financial Auditors",
      "url": "https://www.ycombinator.com/launches/NWn-moby-analytics-ai-platform-for-financial-auditors",
      "publishedAt": "2025-05-15",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "产品发布于2025-05-15；Moby Analytics官网登记号912082500与法国官方企业API一致，创建日2022-03-17；按既有主体AI产品升级排除新公司，不将2025发布算成立。旧数据分析机构培训与当前审计软件分开；资本额不是收入。",
      "limitation": "发布日非成立日；厂商效果、客户/前事业规模与公司收入分开，未运行模型或演示。"
    },
    {
      "id": "MISSINGYEAR1-30664-YC",
      "companyId": null,
      "title": "Kestroll：缺年目录复核",
      "url": "https://www.ycombinator.com/companies/kestroll",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI video editor；成立年字段仍为空，状态Active，团队自报2。",
      "limitation": "批次、团队/创始人经历和产品发布不作注册日期；当前业务与旧发布分别保留。"
    },
    {
      "id": "MISSINGYEAR1-30664-LAUNCH1",
      "companyId": null,
      "title": "Kestroll 🎬 AI-powered media asset management",
      "url": "https://www.ycombinator.com/launches/O4I-kestroll-ai-powered-media-asset-management",
      "publishedAt": "2025-07-29",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "产品发布于2025-07-29；Kestroll当前视频剪辑/检索Agent，旧媒体资产管理发布同链；条款运营者Kestroll Inc.但未给成立年。2026条款更新非注册日；模型、人脸/语音匹配效果及实际客户收费未核。",
      "limitation": "发布日非成立日；厂商效果、客户/前事业规模与公司收入分开，未运行模型或演示。"
    },
    {
      "id": "MISSINGYEAR1-30713-YC",
      "companyId": null,
      "title": "Motives：缺年目录复核",
      "url": "https://www.ycombinator.com/companies/motives",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Consumer focus groups run by AI；成立年字段仍为空，状态Active，团队自报None。",
      "limitation": "批次、团队/创始人经历和产品发布不作注册日期；当前业务与旧发布分别保留。"
    },
    {
      "id": "MISSINGYEAR1-30713-LAUNCH1",
      "companyId": null,
      "title": "Motives - Qualitative consumer research run by AI",
      "url": "https://www.ycombinator.com/launches/O4u-motives-qualitative-consumer-research-run-by-ai",
      "publishedAt": "2025-07-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "产品发布于2025-07-30；Motives现AI消费者访谈/研究，条款明确非美国客户由BTRT Ltd（14530951）签约，英国登记2022-12-08；按既有运营主体排除新公司。美国Motives Inc.成立和集团关系仍待核，不按新法人另计全球新创业；招募/人工/研究服务与订阅需拆，客户研究预算非平台收入。",
      "limitation": "发布日非成立日；厂商效果、客户/前事业规模与公司收入分开，未运行模型或演示。"
    },
    {
      "id": "MISSINGYEAR1-30853-YC",
      "companyId": null,
      "title": "Bolna AI：缺年目录复核",
      "url": "https://www.ycombinator.com/companies/bolna-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Voice AI to enable India's next billion；成立年字段仍为空，状态Active，团队自报21。",
      "limitation": "批次、团队/创始人经历和产品发布不作注册日期；当前业务与旧发布分别保留。"
    },
    {
      "id": "MISSINGYEAR1-30853-LAUNCH1",
      "companyId": null,
      "title": "Bolna - Voice AI for India",
      "url": "https://www.ycombinator.com/launches/OVc-bolna-voice-ai-for-india",
      "publishedAt": "2025-09-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "产品发布于2025-09-30；Bolna官网融资稿明确Founded2024，2025首商用/YC发布不等成立；语音模型路由、电话与部署服务混合，付费企业/通话量/融资不是ARR。2026条款Voxlabs与页脚Whismurwave主体范围待核，不合并推全球收入。",
      "limitation": "发布日非成立日；厂商效果、客户/前事业规模与公司收入分开，未运行模型或演示。"
    },
    {
      "id": "MISSINGYEAR1-30932-YC",
      "companyId": null,
      "title": "Leadbay：缺年目录复核",
      "url": "https://www.ycombinator.com/companies/leadbay",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Qualified leads for agentic workflows.；成立年字段仍为空，状态Active，团队自报8。",
      "limitation": "批次、团队/创始人经历和产品发布不作注册日期；当前业务与旧发布分别保留。"
    },
    {
      "id": "MISSINGYEAR1-30932-LAUNCH1",
      "companyId": null,
      "title": "Leadbay AI: 3x more SMBs than Linkedin. Qualify the 99% you miss with Clay.",
      "url": "https://www.ycombinator.com/launches/OdJ-leadbay-ai-3x-more-smbs-than-linkedin-qualify-the-99-you-miss-with-clay",
      "publishedAt": "2025-10-16",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "产品发布于2025-10-16；Leadbay官网条款登记977615459与法国官方API一致，创建2023-07-06；官网2023创始人文章及2025发布叙述旧业务起点相互支持。按旧公司排除，不把YC批次当年；客户发现效率/TAM及旧社区人数非收入。",
      "limitation": "发布日非成立日；厂商效果、客户/前事业规模与公司收入分开，未运行模型或演示。"
    },
    {
      "id": "MISSINGYEAR1-30934-YC",
      "companyId": null,
      "title": "Tornyol：缺年目录复核",
      "url": "https://www.ycombinator.com/companies/tornyol",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "We build micro-drones that kill mosquitoes. ；成立年字段仍为空，状态Active，团队自报7。",
      "limitation": "批次、团队/创始人经历和产品发布不作注册日期；当前业务与旧发布分别保留。"
    },
    {
      "id": "MISSINGYEAR1-30934-LAUNCH1",
      "companyId": null,
      "title": "Tornyol: micro-drones that kill mosquitoes",
      "url": "https://www.ycombinator.com/launches/Omt-tornyol-micro-drones-that-kill-mosquitoes",
      "publishedAt": "2025-11-07",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "产品发布于2025-11-07；Tornyol公司主页自报2025，法国官方API TORNYOL SYSTEMS登记944242809为2025-05-08，精确域名/法人链仍需法律文件确认；当前一手描述为DSP/声呐/控制，未明确学习模型核心，继续AI主营待核。官网仅标题；100预约可退款、50/月为未来方案，研发资助/模拟与实交付收入分开。",
      "limitation": "发布日非成立日；厂商效果、客户/前事业规模与公司收入分开，未运行模型或演示。"
    },
    {
      "id": "MISSINGYEAR1-31092-YC",
      "companyId": null,
      "title": "Axis：缺年目录复核",
      "url": "https://www.ycombinator.com/companies/axis-2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "An AI Copilot for Trading Desks；成立年字段仍为空，状态Active，团队自报2。",
      "limitation": "批次、团队/创始人经历和产品发布不作注册日期；当前业务与旧发布分别保留。"
    },
    {
      "id": "MISSINGYEAR1-31092-LAUNCH1",
      "companyId": null,
      "title": "Axis: An AI System for Institutional Trading Desks",
      "url": "https://www.ycombinator.com/launches/PYW-axis-an-ai-system-for-institutional-trading-desks",
      "publishedAt": "2026-02-27",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "产品发布于2026-02-27；Axis为商品机构交易台LLM研究分析系统；2026产品发布不证明成立年，官网只提取标题，法律主体/当前付费待核。市场规模、策略收益和客户交易额不能推供应商ARR；未进行交易或测投资效果。",
      "limitation": "发布日非成立日；厂商效果、客户/前事业规模与公司收入分开，未运行模型或演示。"
    },
    {
      "id": "MISSINGYEAR1-31112-YC",
      "companyId": null,
      "title": "Burt：缺年目录复核",
      "url": "https://www.ycombinator.com/companies/burt",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI teammates for logistics；成立年字段仍为空，状态Active，团队自报2。",
      "limitation": "批次、团队/创始人经历和产品发布不作注册日期；当前业务与旧发布分别保留。"
    },
    {
      "id": "MISSINGYEAR1-31112-LAUNCH1",
      "companyId": null,
      "title": "Burt - AI Teammates for Logistics",
      "url": "https://www.ycombinator.com/launches/Pc6-burt-ai-teammates-for-logistics",
      "publishedAt": "2026-03-04",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "产品发布于2026-03-04；Burt现物流AI同事，旧发布为模型训练/部署服务；成立和法律主体待核。家族物流不是Burt历史，官网loads/时间指标及示例活动不作实际客户收入；实施/人工接管与软件费待拆，旧模型3x速度为厂商案例未复现。",
      "limitation": "发布日非成立日；厂商效果、客户/前事业规模与公司收入分开，未运行模型或演示。"
    },
    {
      "id": "MISSINGYEAR1-31112-LAUNCH2",
      "companyId": null,
      "title": "Burt - Train and Deploy Specialized Models",
      "url": "https://www.ycombinator.com/launches/PJp-burt-train-and-deploy-specialized-models",
      "publishedAt": "2026-02-02",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "产品发布于2026-02-02；Burt现物流AI同事，旧发布为模型训练/部署服务；成立和法律主体待核。家族物流不是Burt历史，官网loads/时间指标及示例活动不作实际客户收入；实施/人工接管与软件费待拆，旧模型3x速度为厂商案例未复现。",
      "limitation": "发布日非成立日；厂商效果、客户/前事业规模与公司收入分开，未运行模型或演示。"
    },
    {
      "id": "MISSINGYEAR1-31126-YC",
      "companyId": null,
      "title": "Palus Finance：缺年目录复核",
      "url": "https://www.ycombinator.com/companies/palus-finance",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Your startup's financial advisor；成立年字段仍为空，状态Active，团队自报2。",
      "limitation": "批次、团队/创始人经历和产品发布不作注册日期；当前业务与旧发布分别保留。"
    },
    {
      "id": "MISSINGYEAR1-31126-LAUNCH1",
      "companyId": null,
      "title": "Palus Finance - Better yields on idle cash for startups and SMBs",
      "url": "https://www.ycombinator.com/launches/PfC-palus-finance-better-yields-on-idle-cash-for-startups-and-smbs",
      "publishedAt": "2026-03-10",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "产品发布于2026-03-10；Palus当前AI辅助fractional CFO人工专业服务，按月收费；旧发布为企业现金投资顾问。成立/主体仍待核，人工专家/月度服务不视为纯软件；Acme示例现金、预期收益、前雇主3T AUM/150M节省均非Palus收入。",
      "limitation": "发布日非成立日；厂商效果、客户/前事业规模与公司收入分开，未运行模型或演示。"
    },
    {
      "id": "MISSINGYEAR1-29656-REGISTER",
      "companyId": null,
      "title": "LEEROO AI LTD登记",
      "url": "https://find-and-update.company-information.service.gov.uk/company/15776011",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方企业登记",
      "summary": "15776011，2024-06-13成立。",
      "limitation": "仅英国法律主体日期，全球集团沿革未完整核。"
    },
    {
      "id": "MISSINGYEAR1-29656-OFFICERS",
      "companyId": null,
      "title": "Leeroo主体关联",
      "url": "https://find-and-update.company-information.service.gov.uk/company/15776011/officers",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "董事Majid Yazdani及Alireza Mohammadshahi与YC创始人同名。",
      "limitation": "只用于业务主体关联，不据个人旧履历补收入。"
    },
    {
      "id": "MISSINGYEAR1-29656-BLOG",
      "companyId": null,
      "title": "Leeroo旧产品索引",
      "url": "https://leeroo.com/blogs/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "索引列2024-01/04/12文章。",
      "limitation": "旧文章链接本轮呈现当前首页，没有读取历史全文；不认定精确创业日。"
    },
    {
      "id": "MISSINGYEAR1-30216-HOME",
      "companyId": null,
      "title": "Sublingual当前主页",
      "url": "https://sublingual.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "只可读品牌、W25和2025版权。",
      "limitation": "不等现行可用/活跃，也不补注册年或零收入。"
    },
    {
      "id": "MISSINGYEAR1-30447-HOME",
      "companyId": null,
      "title": "Caucus现行业务",
      "url": "https://www.usecaucus.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "政府服务收件、分流、回复和AI流程。",
      "limitation": "YC Inactive与可读网页并存；SOC2 TypeII仍in progress，不当独立认证。"
    },
    {
      "id": "MISSINGYEAR1-30531-LEGAL",
      "companyId": null,
      "title": "Moby运营者",
      "url": "https://www.mobyanalytics.com/legal/legal-notice",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网MOBY ANALYTICS SAS登记912082500。",
      "limitation": "2025-02-02更新不是成立日；资本不是营收。"
    },
    {
      "id": "MISSINGYEAR1-30664-HOME",
      "companyId": null,
      "title": "Kestroll剪辑Agent",
      "url": "https://www.kestroll.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "视频剪辑、镜头/人物检索、字幕及可编辑时间线。",
      "limitation": "未连接素材或实测；免费入口不作零收入，成立仍未知。"
    },
    {
      "id": "MISSINGYEAR1-30664-TERMS",
      "companyId": null,
      "title": "Kestroll条款主体",
      "url": "https://www.kestroll.com/legal/terms-conditions",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2026-07-11条款列Kestroll Inc.。",
      "limitation": "更新日期非注册日，未取得主体成立证据。"
    },
    {
      "id": "MISSINGYEAR1-30713-HOME",
      "companyId": null,
      "title": "Motives研究流程",
      "url": "https://motives.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "真实消费者视频访谈、AI研究规划和分析。",
      "limitation": "招募样本、客户预算及案例不等平台收入或独立效度。"
    },
    {
      "id": "MISSINGYEAR1-30713-TERMS",
      "companyId": null,
      "title": "Motives双运营主体",
      "url": "https://motives.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "BTRT Ltd登记14530951负责非美国客户，Motives Inc.负责美国；默认12月协议且不自动续期。",
      "limitation": "公司注册日分别核；年度服务不等软件ARR，招募及人工成本待拆。"
    },
    {
      "id": "MISSINGYEAR1-30713-REGISTER",
      "companyId": null,
      "title": "BTRT英国登记",
      "url": "https://find-and-update.company-information.service.gov.uk/company/14530951",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方企业登记",
      "summary": "14530951于2022-12-08成立，Active。",
      "limitation": "与官网同登记号；美国公司成立与集团沿革未完整核。"
    },
    {
      "id": "MISSINGYEAR1-30853-FOUNDING",
      "companyId": null,
      "title": "Bolna成立自述",
      "url": "https://www.bolna.ai/newsroom/bolna-bags-63-million-seed-funding-led-by-general-catalyst-to-build-indias-voice-ai-platform",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "公司稿明确2024成立、2025年5月首商用，披露融资及付费采用。",
      "limitation": "融资、通话及付费公司数非收入；页首2026-01-20/正文21日日期差异保留，未核账。"
    },
    {
      "id": "MISSINGYEAR1-30932-HISTORY",
      "companyId": null,
      "title": "Leadbay2023业务",
      "url": "https://leadbay.ai/blog/target-next-gen-b2b-sales",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2023-10-10创始人文章描述自当年8月开发。",
      "limitation": "文章非登记，但可佐证旧业务；社区和目标市场不等付费或收入。"
    },
    {
      "id": "MISSINGYEAR1-30932-TERMS",
      "companyId": null,
      "title": "Leadbay运营主体",
      "url": "https://leadbay.ai/terms-of-use",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网条款列LEADBAY SAS及977615459。",
      "limitation": "2023条款日期与注册日期分开核，不把两者等同。"
    },
    {
      "id": "MISSINGYEAR1-30934-COMPANY",
      "companyId": null,
      "title": "Tornyol公司自报年",
      "url": "https://www.linkedin.com/company/tornyol/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "公司公开主页列2025成立并关联同域名/创始人。",
      "limitation": "自报年配合官方登记线索；控制和DSP不自动等AI模型。"
    },
    {
      "id": "MISSINGYEAR1-31092-HOME",
      "companyId": null,
      "title": "Axis读取限制",
      "url": "https://axisanalysis.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "普通HTTP与浏览检索只取得商品AI标题。",
      "limitation": "未取得可读主页正文，不称现行完整产品/成立已核。"
    },
    {
      "id": "MISSINGYEAR1-31112-HOME",
      "companyId": null,
      "title": "Burt现行物流交付",
      "url": "https://www.burthq.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "连接TMS/邮件、按现有流程训练并转交人工异常。",
      "limitation": "页面loads、节省与活动界面非真实账单/效果验证；无成立日。"
    },
    {
      "id": "MISSINGYEAR1-31126-HOME",
      "companyId": null,
      "title": "Palus现行人工专业服务",
      "url": "https://www.palus.finance/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "财务专家以AI工作流服务客户，按月而非小时收费。",
      "limitation": "Acme现金/利润示例与60+服务企业不当收入；人工工时、投资业务与软件费待拆。"
    },
    {
      "id": "MISSINGYEAR1-30531-GOV",
      "companyId": null,
      "title": "法国官方企业日期",
      "url": "https://recherche-entreprises.api.gouv.fr/search?q=912082500&per_page=1",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方企业登记",
      "summary": "MOBY ANALYTICS；SIREN 912082500，date_creation 2022-03-17，状态A",
      "limitation": "创建日与RCS登记/产品发布不同；不读取个人地址或将登记资本/未披露财报填成收入。"
    },
    {
      "id": "MISSINGYEAR1-30934-GOV",
      "companyId": null,
      "title": "法国官方企业日期",
      "url": "https://recherche-entreprises.api.gouv.fr/search?q=944242809&per_page=1",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方企业登记",
      "summary": "TORNYOL SYSTEMS；SIREN 944242809，date_creation 2025-05-08，状态A",
      "limitation": "创建日与RCS登记/产品发布不同；不读取个人地址或将登记资本/未披露财报填成收入。"
    },
    {
      "id": "MISSINGYEAR1-30932-GOV",
      "companyId": null,
      "title": "法国官方企业日期",
      "url": "https://recherche-entreprises.api.gouv.fr/search?q=977615459&per_page=1",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方企业登记",
      "summary": "LEADBAY；SIREN 977615459，date_creation 2023-07-06，状态A",
      "limitation": "创建日与RCS登记/产品发布不同；不读取个人地址或将登记资本/未披露财报填成收入。"
    },
    {
      "id": "MISSINGYEAR1-INDEX-POOL",
      "companyId": null,
      "title": "原缺年54项与首批12项",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "54项当前YC成立字段仍空；本批前12项补主体和业务，5旧业务范围外、6仍缺年、1转AI主营待核。",
      "limitation": "只有首12项已完成本批外部来源补核，另42项仅复读YC字段，不称全来源完成。"
    },
    {
      "id": "MISSINGYEAR2-31144-YC",
      "companyId": null,
      "title": "Milliray：目录缺年补核",
      "url": "https://www.ycombinator.com/companies/milliray",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Technology to detect and track small drones；成立字段空，状态Active，团队自报3。",
      "limitation": "批次非成立，未独立核团队/实际收费。"
    },
    {
      "id": "MISSINGYEAR2-31144-LAUNCH1",
      "companyId": null,
      "title": "DroneTector: high-resolution radars to detect small drones",
      "url": "https://www.ycombinator.com/launches/PUU-dronetector-high-resolution-radars-to-detect-small-drones",
      "publishedAt": "2026-02-19",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Milliray旧发布名DroneTector，英国DRONETECTOR LIMITED SC790858于2023-11-29成立，董事Matthew Moore与公司CEO同名；按既有业务排除新公司。品牌/全球主体沿革待核，ML创始人经历不等现学习模型实证，雷达硬件/集成/支持不当纯软件ARR。",
      "limitation": "产品发布日期不代替成立日；厂商描述不当独立财务或技术审计。"
    },
    {
      "id": "MISSINGYEAR2-31155-YC",
      "companyId": null,
      "title": "Q2Q：目录缺年补核",
      "url": "https://www.ycombinator.com/companies/q2q",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "We help private equity teams find acquisition targets faster；成立字段空，状态Inactive，团队自报2。",
      "limitation": "批次非成立，未独立核团队/实际收费。"
    },
    {
      "id": "MISSINGYEAR2-31161-YC",
      "companyId": null,
      "title": "Rapidfolio：目录缺年补核",
      "url": "https://www.ycombinator.com/companies/rapidfolio",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI-native back-office for banks and fintechs；成立字段空，状态Active，团队自报None。",
      "limitation": "批次非成立，未独立核团队/实际收费。"
    },
    {
      "id": "MISSINGYEAR2-31161-LAUNCH1",
      "companyId": null,
      "title": "Rapidfolio - AI Platform for Compliance, Operations, Risk & Fraud for Fintechs and Banks 🏦",
      "url": "https://www.ycombinator.com/launches/Rpa-rapidfolio-ai-platform-for-compliance-operations-risk-fraud-for-fintechs-and-banks",
      "publishedAt": "2026-07-23",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Rapidfolio金融合规运营Agent含端到端实施服务；成立年/法律主体仍缺。旧Sable退出不迁收入；官网350k客户节省、8倍效率非公司收入，99.9%与旧100%准确率为不同厂商自述，未取得独立基准/合规审计。",
      "limitation": "产品发布日期不代替成立日；厂商描述不当独立财务或技术审计。"
    },
    {
      "id": "MISSINGYEAR2-31179-YC",
      "companyId": null,
      "title": "Jinba：目录缺年补核",
      "url": "https://www.ycombinator.com/companies/jinba",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Automate enterprise workflows through chat；成立字段空，状态Active，团队自报11。",
      "limitation": "批次非成立，未独立核团队/实际收费。"
    },
    {
      "id": "MISSINGYEAR2-31179-LAUNCH1",
      "companyId": null,
      "title": "Jinba - Workflow Builder for Enterprise AI Automation",
      "url": "https://www.ycombinator.com/launches/PVK-jinba-workflow-builder-for-enterprise-ai-automation",
      "publishedAt": "2026-02-23",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Jinba公司页/隐私将其归Carnot，美国与日本实体分别列出；2024公司文章列日本Carnot成立2022-10-20及当时已有jinbaflow。按旧业务延续排除新公司，美国公司登记日/集团沿革仍待核，不把W26或2026新版本重新算创业；40000用户非付费/ARR。",
      "limitation": "产品发布日期不代替成立日；厂商描述不当独立财务或技术审计。"
    },
    {
      "id": "MISSINGYEAR2-31188-YC",
      "companyId": null,
      "title": "Maywood：目录缺年补核",
      "url": "https://www.ycombinator.com/companies/maywood",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "The first finance-compliant proactive AI that runs 24/7；成立字段空，状态Active，团队自报5。",
      "limitation": "批次非成立，未独立核团队/实际收费。"
    },
    {
      "id": "MISSINGYEAR2-31188-LAUNCH1",
      "companyId": null,
      "title": "Maywood - AI for M&A",
      "url": "https://www.ycombinator.com/launches/PN9-maywood-ai-for-m-a",
      "publishedAt": "2026-02-05",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Maywood公司公开主页自报2025并关联同创始人/域名，可作成立线索，精确注册及运营法律主体仍待核；官网本轮404。当前主动关系Agent和旧M&A材料自动化分别保留，团队自报5与LinkedIn11—50口径不同；5万亿美元行业交易及银行收益非公司收入。",
      "limitation": "产品发布日期不代替成立日；厂商描述不当独立财务或技术审计。"
    },
    {
      "id": "MISSINGYEAR2-31271-YC",
      "companyId": null,
      "title": "VOYGR：目录缺年补核",
      "url": "https://www.ycombinator.com/companies/voygr",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "The real-world intelligence and action layer；成立字段空，状态Active，团队自报None。",
      "limitation": "批次非成立，未独立核团队/实际收费。"
    },
    {
      "id": "MISSINGYEAR2-31271-LAUNCH1",
      "companyId": null,
      "title": "PlaceCall by VOYGR – The phone is the last API",
      "url": "https://www.ycombinator.com/launches/Vnj-placecall-by-voygr-the-phone-is-the-last-api",
      "publishedAt": "2026-10-15",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "VOYGR地点数据API/许可和PlaceCall Agent电话按成功结果计费分开，成立年仍待一手补证，不用2026发布或第三方2025字段直接补注册。150M地点库/客户搜索与试点不是付费客户或收入；250免费电话及定价不当MRR，未执行通话。",
      "limitation": "产品发布日期不代替成立日；厂商描述不当独立财务或技术审计。"
    },
    {
      "id": "MISSINGYEAR2-31271-LAUNCH2",
      "companyId": null,
      "title": "VOYGR: Validate & enrich your place data at scale",
      "url": "https://www.ycombinator.com/launches/PKn-voygr-validate-enrich-your-place-data-at-scale",
      "publishedAt": "2026-02-02",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "VOYGR地点数据API/许可和PlaceCall Agent电话按成功结果计费分开，成立年仍待一手补证，不用2026发布或第三方2025字段直接补注册。150M地点库/客户搜索与试点不是付费客户或收入；250免费电话及定价不当MRR，未执行通话。",
      "limitation": "产品发布日期不代替成立日；厂商描述不当独立财务或技术审计。"
    },
    {
      "id": "MISSINGYEAR2-31144-HOME",
      "companyId": null,
      "title": "Milliray当前雷达",
      "url": "https://milliray.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "雷达/相机/声学传感及分类集成，CEO Matthew Moore。",
      "limitation": "背书、部署/可靠性均自述，未验证AI模型或收费。"
    },
    {
      "id": "MISSINGYEAR2-31144-REGISTER",
      "companyId": null,
      "title": "DroneTector登记",
      "url": "https://find-and-update.company-information.service.gov.uk/company/SC790858",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方企业登记",
      "summary": "DRONETECTOR LIMITED SC790858于2023-11-29成立。",
      "limitation": "对应旧产品/董事线索，不代表完整集团沿革。"
    },
    {
      "id": "MISSINGYEAR2-31144-OFFICER",
      "companyId": null,
      "title": "DroneTector主体关联",
      "url": "https://find-and-update.company-information.service.gov.uk/company/SC790858/officers",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "董事Matthew Alexander Oliver Moore与品牌CEO同名。",
      "limitation": "姓名用于业务关联，不补收入或独立效果。"
    },
    {
      "id": "MISSINGYEAR2-31155-HOME",
      "companyId": null,
      "title": "Q2Q可读网站",
      "url": "https://www.tryq2q.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "PE寻标、研究和个性化外联，候补入口与发送前人工批准。",
      "limitation": "YC Inactive与网页并存，未证明付费/现行服务或成立日。"
    },
    {
      "id": "MISSINGYEAR2-31161-HOME",
      "companyId": null,
      "title": "Rapidfolio当前交付",
      "url": "https://rapidfolio.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI合规流程与测试、实施咨询；99.9%+准确率及350k+客户节省自述。",
      "limitation": "客户节省非收入，准确率范围/分母未核，无独立审计。"
    },
    {
      "id": "MISSINGYEAR2-31161-ABOUT",
      "companyId": null,
      "title": "Rapidfolio团队与旧事业",
      "url": "https://rapidfolio.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "创始人之前建设/退出Sable，现服务金融机构。",
      "limitation": "2022退出及25年合计经验均非现公司成立/收入。"
    },
    {
      "id": "MISSINGYEAR2-31179-HOME",
      "companyId": null,
      "title": "Jinba现行平台",
      "url": "https://jinba.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "对话生成工作流，企业权限、私有部署和API/MCP。",
      "limitation": "采用/示例用户/安全自述不当实际付费或独立审计。"
    },
    {
      "id": "MISSINGYEAR2-31179-HISTORY",
      "companyId": null,
      "title": "Carnot旧业务记录",
      "url": "https://jinba.io/ja/blog/jetro-gsap-alchemistx",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2024-11-19文章列Carnot成立2022-10-20，jinbaflow已有开发/全球化业务。",
      "limitation": "旧事业与全球实体沿革分别核，不以加速器3.9B融资总额作Carnot收入。"
    },
    {
      "id": "MISSINGYEAR2-31179-ENTITY",
      "companyId": null,
      "title": "Jinba双主体",
      "url": "https://jinba.io/privacy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "隐私列Carnot AI Inc.及日本子公司Carnot Inc.并关联Jinba产品。",
      "limitation": "2026政策更新不作美国法人注册日，集团收入未核。"
    },
    {
      "id": "MISSINGYEAR2-31188-COMPANY",
      "companyId": null,
      "title": "Maywood自报年",
      "url": "https://www.linkedin.com/company/maywood",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "公开公司页列2025成立、11—50规模及同创始人/域名。",
      "limitation": "自述精度未达登记日，官网404；行业规模及基金上市不是公司收入/上市。"
    },
    {
      "id": "MISSINGYEAR2-31271-HOME",
      "companyId": null,
      "title": "VOYGR当前数据服务",
      "url": "https://voygr.tech/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "POI验证/丰富、按需API及数据许可，地点库150M自述。",
      "limitation": "地点条目非客户或销售数量，准确率/数据权利未独立核。"
    },
    {
      "id": "MISSINGYEAR2-31271-CALL",
      "companyId": null,
      "title": "PlaceCall当前交付",
      "url": "https://voygr.tech/placecall/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "给定任务后语音联系商家，返回结构化结果/转录；按成功结果付费，250免费。",
      "limitation": "未进行外呼；通话、定价/试点非平台MRR，数据API/许可另算。"
    },
    {
      "id": "MISSINGYEAR2-INDEX-POOL",
      "companyId": null,
      "title": "缺年第二批6项",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原54项第13—18项：2旧业务范围外、4成立年待核；累计18项有外部补核，余36项。",
      "limitation": "Maywood虽有公司自报2025仍缺法律主体/登记；未新增主公司或收入观测。"
    },
    {
      "id": "MISSINGYEAR3-31278-YC",
      "companyId": "YC31278",
      "title": "Zymbly：缺年复核",
      "url": "https://www.ycombinator.com/companies/zymbly",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "The decision-support layer for aviation ops teams to know what to do…；成立字段空，团队自报0。",
      "limitation": "团队0不解释为无人；批次/发布时间不代替成立日。"
    },
    {
      "id": "MISSINGYEAR3-31278-HOME",
      "companyId": "YC31278",
      "title": "Zymbly：当前官网",
      "url": "https://www.zymbly.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Zymbly英国16187087于2025-01-15成立，前名Newton Education至2025-07-08，董事名与YC创始人相符；按登记2025入表，全球主体/旧教育业务边界待核。当前AI航空零件采购与旧维修助手分开，示例零件报价/节省不是平台收入。",
      "limitation": "仅按本轮可读资料分类；法律主体、财务和技术效果缺项保留。"
    },
    {
      "id": "MISSINGYEAR3-31311-YC",
      "companyId": null,
      "title": "Cardinal：缺年复核",
      "url": "https://www.ycombinator.com/companies/trycardinal-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Revenue Agents for GTM teams；成立字段空，团队自报0。",
      "limitation": "团队0不解释为无人；批次/发布时间不代替成立日。"
    },
    {
      "id": "MISSINGYEAR3-31311-HOME",
      "companyId": null,
      "title": "Cardinal：当前官网",
      "url": "https://trycardinal.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Cardinal当前销售Agent，历史同页2023能源Copilot/2025文档API；旧发布并不证明现法人同一，成立和主体沿革继续待核。客户Claybird 70k收入、Leafpress会议数非Cardinal营收，不混同其他Cardinal公司。",
      "limitation": "仅按本轮可读资料分类；法律主体、财务和技术效果缺项保留。"
    },
    {
      "id": "MISSINGYEAR3-31381-YC",
      "companyId": null,
      "title": "GovGuard：缺年复核",
      "url": "https://www.ycombinator.com/companies/govguard",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Automating Government Workflows, starting with FOIA；成立字段空，团队自报0。",
      "limitation": "团队0不解释为无人；批次/发布时间不代替成立日。"
    },
    {
      "id": "MISSINGYEAR3-31381-HOME",
      "companyId": null,
      "title": "GovGuard：当前官网",
      "url": "https://govguard.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "GovGuard政府FOIA检索/删改/草稿助手，条款GovGuard Inc.生效2026-07-07不是注册日；原BoardWatch/物流事业不迁收入。政府拨款续约、人审和实施成本待核，SOC2仍准备检查，试点非合同营收。",
      "limitation": "仅按本轮可读资料分类；法律主体、财务和技术效果缺项保留。"
    },
    {
      "id": "MISSINGYEAR3-31388-YC",
      "companyId": null,
      "title": "Elyra：缺年复核",
      "url": "https://www.ycombinator.com/companies/elyra",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI Reservation System for Restaurants ；成立字段空，团队自报5。",
      "limitation": "团队0不解释为无人；批次/发布时间不代替成立日。"
    },
    {
      "id": "MISSINGYEAR3-31388-HOME",
      "companyId": null,
      "title": "Elyra：当前官网",
      "url": "https://www.elyrasystems.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Elyra餐厅电话/邮件/排座Agent，条款Elyra Inc.更新2026-04-13不作成立日；瑞典/美国主体关系待核。订阅、语音/SMS额度、代餐厅收no-show费分开，客户订位增收非自身ARR；页面计数0是提取状态不补零。",
      "limitation": "仅按本轮可读资料分类；法律主体、财务和技术效果缺项保留。"
    },
    {
      "id": "MISSINGYEAR3-31425-YC",
      "companyId": null,
      "title": "WonderTx：缺年复核",
      "url": "https://www.ycombinator.com/companies/wondertx",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Extrapolative AI to unlock First-in-Class drugs；成立字段空，团队自报3。",
      "limitation": "团队0不解释为无人；批次/发布时间不代替成立日。"
    },
    {
      "id": "MISSINGYEAR3-31425-HOME",
      "companyId": null,
      "title": "WonderTx：当前官网",
      "url": "https://wondertx.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "WonderTx自述外推AI发现口服小分子，4靶点实验验证非获批疗效，模型/权重/独立复现未读；成立/主体待核。200B疾病机会非公司收入，伙伴实验和未来授权/药物销售不能混算ARR。",
      "limitation": "仅按本轮可读资料分类；法律主体、财务和技术效果缺项保留。"
    },
    {
      "id": "MISSINGYEAR3-31435-YC",
      "companyId": null,
      "title": "Lumius：缺年复核",
      "url": "https://www.ycombinator.com/companies/lumius",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Fast, smart, accessible 3D ultrasound that anyone can use；成立字段空，团队自报4。",
      "limitation": "团队0不解释为无人；批次/发布时间不代替成立日。"
    },
    {
      "id": "MISSINGYEAR3-31435-HOME",
      "companyId": null,
      "title": "Lumius：当前官网",
      "url": "https://www.lumius-imaging.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Lumius三维超声AI/混合现实研发，穿戴方向仍in development；成立/主体未给。官网明确未由FDA评估且不用于医疗诊断治疗，仿体扫描/10倍成本比较非临床效度或实际收入，不将硬件销售当ARR。",
      "limitation": "仅按本轮可读资料分类；法律主体、财务和技术效果缺项保留。"
    },
    {
      "id": "MISSINGYEAR3-31278-LAUNCH1",
      "companyId": "YC31278",
      "title": "Zymbly: The Copilot for Aircraft Maintenance",
      "url": "https://www.ycombinator.com/launches/PLV-zymbly-the-copilot-for-aircraft-maintenance",
      "publishedAt": "2026-02-03",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC当前页所挂发布元数据：2026-02-03，Zymbly: The Copilot for Aircraft Maintenance",
      "limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
    },
    {
      "id": "MISSINGYEAR3-31311-LAUNCH1",
      "companyId": null,
      "title": "Cardinal: AI Platform for Precision Outbound",
      "url": "https://www.ycombinator.com/launches/PSq-cardinal-ai-platform-for-precision-outbound",
      "publishedAt": "2026-02-17",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC当前页所挂发布元数据：2026-02-17，Cardinal: AI Platform for Precision Outbound",
      "limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
    },
    {
      "id": "MISSINGYEAR3-31311-LAUNCH2",
      "companyId": null,
      "title": "Cardinal: The Most Accurate Document Intelligence API",
      "url": "https://www.ycombinator.com/launches/OCC-cardinal-the-most-accurate-document-intelligence-api",
      "publishedAt": "2025-08-18",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC当前页所挂发布元数据：2025-08-18，Cardinal: The Most Accurate Document Intelligence API",
      "limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
    },
    {
      "id": "MISSINGYEAR3-31311-LAUNCH3",
      "companyId": null,
      "title": "🍁 AI Copilot for Energy Data",
      "url": "https://www.ycombinator.com/launches/Izd-ai-copilot-for-energy-data",
      "publishedAt": "2023-07-12",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC当前页所挂发布元数据：2023-07-12，🍁 AI Copilot for Energy Data",
      "limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
    },
    {
      "id": "MISSINGYEAR3-31381-LAUNCH1",
      "companyId": null,
      "title": "GovGuard — Automating government workflows, starting with FOIA 🏛️",
      "url": "https://www.ycombinator.com/launches/Q1V-govguard-automating-government-workflows-starting-with-foia",
      "publishedAt": "2026-04-22",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC当前页所挂发布元数据：2026-04-22，GovGuard — Automating government workflows, starting with FOIA 🏛️",
      "limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
    },
    {
      "id": "MISSINGYEAR3-31388-LAUNCH1",
      "companyId": null,
      "title": "Elyra | AI Reservation System for Restaurants",
      "url": "https://www.ycombinator.com/launches/QNp-elyra-ai-reservation-system-for-restaurants",
      "publishedAt": "2026-05-16",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC当前页所挂发布元数据：2026-05-16，Elyra | AI Reservation System for Restaurants",
      "limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
    },
    {
      "id": "MISSINGYEAR3-31425-LAUNCH1",
      "companyId": null,
      "title": "WonderTx: Extrapolative AI to Unlock First-in-Class Drugs",
      "url": "https://www.ycombinator.com/launches/T5S-wondertx-extrapolative-ai-to-unlock-first-in-class-drugs",
      "publishedAt": "2026-08-24",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC当前页所挂发布元数据：2026-08-24，WonderTx: Extrapolative AI to Unlock First-in-Class Drugs",
      "limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
    },
    {
      "id": "MISSINGYEAR3-31435-LAUNCH1",
      "companyId": null,
      "title": "Lumius — The 3D Camera for the Body",
      "url": "https://www.ycombinator.com/launches/QI0-lumius-the-3d-camera-for-the-body",
      "publishedAt": "2026-05-08",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC当前页所挂发布元数据：2026-05-08，Lumius — The 3D Camera for the Body",
      "limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
    },
    {
      "id": "MISSINGYEAR3-31278-REGISTER",
      "companyId": "YC31278",
      "title": "Zymbly英国登记",
      "url": "https://find-and-update.company-information.service.gov.uk/company/16187087",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方企业登记",
      "summary": "16187087于2025-01-15成立，前名NEWTON EDUCATION LTD至2025-07-08。",
      "limitation": "英国注册年已核，全球公司/前教育业务法律边界仍待核。"
    },
    {
      "id": "MISSINGYEAR3-31278-OFFICERS",
      "companyId": "YC31278",
      "title": "Zymbly董事关联",
      "url": "https://find-and-update.company-information.service.gov.uk/company/16187087/officers",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方企业登记",
      "summary": "Benjamin Jacob、Azmat Habibullah、Robert Bourke与YC创始人名对应。",
      "limitation": "董事关联不作完整集团/收入并表证明。"
    },
    {
      "id": "MISSINGYEAR3-31381-TERMS",
      "companyId": null,
      "title": "GovGuard合同范围",
      "url": "https://www.govguard.com/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "GovGuard Inc.订阅；费用按Order Form，政府续约受拨款可得性影响，最终输出须人审。",
      "limitation": "条款日期不是注册，订阅期/拨款风险不是已经实现ARR，未核采购/付款。"
    },
    {
      "id": "MISSINGYEAR3-31388-TERMS",
      "companyId": null,
      "title": "Elyra运营主体及资金",
      "url": "https://www.elyrasystems.com/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Elyra Inc.特拉华运营者；订阅、用量、短信/语音额度以及代客户no-show费。",
      "limitation": "协议更新非注册；代客户处理资金不当平台净收入，瑞典/美国关系未核。"
    },
    {
      "id": "MISSINGYEAR3-31425-ABOUT",
      "companyId": null,
      "title": "WonderTx研发范围",
      "url": "https://wondertx.ai/about.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自述外推模型与伙伴项目验证，替代注射药为目标。",
      "limitation": "200B机会非收入，早期结合/结构实验与获批药物/临床结果分开。"
    },
    {
      "id": "MISSINGYEAR3-INDEX-POOL",
      "companyId": null,
      "title": "缺年第三批6项",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原缺年54项第19—24项：Zymbly关联公司，5项成立年/主体沿革继续待核。",
      "limitation": "累计24项外部补核：1关联、7范围外、15缺年、1 AI待核，余30项。"
    },
    {
      "id": "MISSINGYEAR4-31473-YC",
      "companyId": null,
      "title": "Kuli：缺年复核",
      "url": "https://www.ycombinator.com/companies/kuli",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI coworker for marketing teams at the largest consumer brands；YC成立字段仍空。",
      "limitation": "批次非成立，原名录不回写。"
    },
    {
      "id": "MISSINGYEAR4-31473-HOME",
      "companyId": null,
      "title": "Kuli：当前官网",
      "url": "https://kuli.one/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Kuli为消费品牌视频理解/创作者营销Agent，成立/法律主体待核；官网条款只提取导航，未称正文已读。YC对比50k/月人工代理费是替代成本，不是Kuli售价/收入；百万视频和品牌使用非付费数量。",
      "limitation": "厂商主张、当前可读状态和独立法律/财务/技术验证分开。"
    },
    {
      "id": "MISSINGYEAR4-31473-LAUNCH1",
      "companyId": null,
      "title": "Kuli: The AI coworker for marketing teams at Consumer Brands",
      "url": "https://www.ycombinator.com/launches/QCG-kuli-the-ai-coworker-for-marketing-teams-at-consumer-brands",
      "publishedAt": "2026-05-04",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前YC所挂发布元数据：2026-05-04，Kuli: The AI coworker for marketing teams at Consumer Brands",
      "limitation": "本批只保存发布沿革线索，未声称重新阅读全文或按发布时间补成立年。"
    },
    {
      "id": "MISSINGYEAR4-31503-YC",
      "companyId": null,
      "title": "Apollo Atomics, Inc.：缺年复核",
      "url": "https://www.ycombinator.com/companies/apollo-atomics-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "We make the most compact nuclear reactors；YC成立字段仍空。",
      "limitation": "批次非成立，原名录不回写。"
    },
    {
      "id": "MISSINGYEAR4-31503-HOME",
      "companyId": null,
      "title": "Apollo Atomics, Inc.：当前官网",
      "url": "https://apolloatomics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Apollo Atomics公司公开资料列2025成立，但当前主营核能设备/供能，AI客户或加入AI核能联盟不足以确认核心学习任务。官网20GW LOI、3美分/kWh目标、2027示范与行业15000反应堆年均非当前收入/已完成部署；注册及AI主营继续补证。",
      "limitation": "厂商主张、当前可读状态和独立法律/财务/技术验证分开。"
    },
    {
      "id": "MISSINGYEAR4-31503-LAUNCH1",
      "companyId": null,
      "title": "Apollo Atomics: The Modern Nuclear Company",
      "url": "https://www.ycombinator.com/launches/QXj-apollo-atomics-the-modern-nuclear-company",
      "publishedAt": "2026-05-27",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前YC所挂发布元数据：2026-05-27，Apollo Atomics: The Modern Nuclear Company",
      "limitation": "本批只保存发布沿革线索，未声称重新阅读全文或按发布时间补成立年。"
    },
    {
      "id": "MISSINGYEAR4-31522-YC",
      "companyId": null,
      "title": "Gravy：缺年复核",
      "url": "https://www.ycombinator.com/companies/gravy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Agents that move money, trade stocks, and file taxes.；YC成立字段仍空。",
      "limitation": "批次非成立，原名录不回写。"
    },
    {
      "id": "MISSINGYEAR4-31522-HOME",
      "companyId": null,
      "title": "Gravy：当前官网",
      "url": "https://gravy.finance/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Gravy当前本地个人财务AI桌面，条款Gravy Technologies Limited，2026-04-27生效非注册日。条款明确默认只读且不发起转账/交易/支付，与YC旧标题不同；首页无服务器/数据永不离设备与条款托管/连接器/模型依赖有范围差异，不独立认定隐私。示例余额/投资涨幅非Gravy收入。",
      "limitation": "厂商主张、当前可读状态和独立法律/财务/技术验证分开。"
    },
    {
      "id": "MISSINGYEAR4-31522-LAUNCH1",
      "companyId": null,
      "title": "Gravy - Agents for your personal finances",
      "url": "https://www.ycombinator.com/launches/QdW-gravy-agents-for-your-personal-finances",
      "publishedAt": "2026-06-01",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前YC所挂发布元数据：2026-06-01，Gravy - Agents for your personal finances",
      "limitation": "本批只保存发布沿革线索，未声称重新阅读全文或按发布时间补成立年。"
    },
    {
      "id": "MISSINGYEAR4-31546-YC",
      "companyId": null,
      "title": "ReasonBlocks：缺年复核",
      "url": "https://www.ycombinator.com/companies/reasonblocks",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Specialized models that make your AI agents cheaper and more reliable.；YC成立字段仍空。",
      "limitation": "批次非成立，原名录不回写。"
    },
    {
      "id": "MISSINGYEAR4-31546-HOME",
      "companyId": null,
      "title": "ReasonBlocks：当前官网",
      "url": "https://reasonblocks.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "ReasonBlocks依YC自述将生产轨迹训练为专用模型，含训练/路由/托管；成立与主体未知，官网无可读正文。10倍推理便宜是厂商效果/客户成本，不当公司营收/毛利，未取得权重/基准或实测。",
      "limitation": "厂商主张、当前可读状态和独立法律/财务/技术验证分开。"
    },
    {
      "id": "MISSINGYEAR4-31546-LAUNCH1",
      "companyId": null,
      "title": "ReasonBlocks - Stop your AI agents from burning money re-learning what they already know.",
      "url": "https://www.ycombinator.com/launches/Q5O-reasonblocks-stop-your-ai-agents-from-burning-money-re-learning-what-they-already-know",
      "publishedAt": "2026-04-27",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前YC所挂发布元数据：2026-04-27，ReasonBlocks - Stop your AI agents from burning money re-learning what they already know.",
      "limitation": "本批只保存发布沿革线索，未声称重新阅读全文或按发布时间补成立年。"
    },
    {
      "id": "MISSINGYEAR4-31584-YC",
      "companyId": null,
      "title": "CONUS：缺年复核",
      "url": "https://www.ycombinator.com/companies/conus",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "The AI knowledge layer for medical devices；YC成立字段仍空。",
      "limitation": "批次非成立，原名录不回写。"
    },
    {
      "id": "MISSINGYEAR4-31584-HOME",
      "companyId": null,
      "title": "CONUS：当前官网",
      "url": "https://conus-med.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "CONUS官网沿革明确2022年3月成立Medical Solutions GmbH，2024—25建设、2026 YC及美国扩展；按旧业务排除新公司。20+医院是采用非付费，医院核心许可免费而Intelligence可收费，App Store佣金/个人月年与机构合同分开；不迁医疗器械货款或临床效果为平台收入。",
      "limitation": "厂商主张、当前可读状态和独立法律/财务/技术验证分开。"
    },
    {
      "id": "MISSINGYEAR4-31584-LAUNCH1",
      "companyId": null,
      "title": "CONUS: The AI Knowledge Layer for Medical Devices",
      "url": "https://www.ycombinator.com/launches/Vdh-conus-the-ai-knowledge-layer-for-medical-devices",
      "publishedAt": "2026-10-13",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前YC所挂发布元数据：2026-10-13，CONUS: The AI Knowledge Layer for Medical Devices",
      "limitation": "本批只保存发布沿革线索，未声称重新阅读全文或按发布时间补成立年。"
    },
    {
      "id": "MISSINGYEAR4-32131-YC",
      "companyId": null,
      "title": "Shielded：缺年复核",
      "url": "https://www.ycombinator.com/companies/shielded",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "We help Fortune 500 companies hedge their supply chain risk；YC成立字段仍空。",
      "limitation": "批次非成立，原名录不回写。"
    },
    {
      "id": "MISSINGYEAR4-32131-HOME",
      "companyId": null,
      "title": "Shielded：当前官网",
      "url": "https://www.shieldedglobal.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Shielded供应链风险/毛利影响决策软件，成立/法律主体未知，条款仍Coming Soon。网站风险覆盖/关税损失/4.2M覆盖是客户模拟，不当公司收入/保险实赔；数据集成、人工分析、软件与对冲服务费用待拆，未操作交易。",
      "limitation": "厂商主张、当前可读状态和独立法律/财务/技术验证分开。"
    },
    {
      "id": "MISSINGYEAR4-32131-LAUNCH1",
      "companyId": null,
      "title": "Shielded: The company brain for supply chain risk",
      "url": "https://www.ycombinator.com/launches/SPp-shielded-the-company-brain-for-supply-chain-risk",
      "publishedAt": "2026-08-06",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前YC所挂发布元数据：2026-08-06，Shielded: The company brain for supply chain risk",
      "limitation": "本批只保存发布沿革线索，未声称重新阅读全文或按发布时间补成立年。"
    },
    {
      "id": "MISSINGYEAR4-31473-TERMS",
      "companyId": null,
      "title": "Kuli条款读取限制",
      "url": "https://kuli.one/termsandconditions/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "仅取得导航/链接，没有条款正文。",
      "limitation": "未以空壳当注册/费用/合同证据。"
    },
    {
      "id": "MISSINGYEAR4-31503-COMPANY",
      "companyId": null,
      "title": "Apollo公司年份线索",
      "url": "https://www.linkedin.com/company/apollo-atomics/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "公开公司资料列2025及同域名/业务。",
      "limitation": "公司自述非注册核验；核能与AI客户不自动等AI主营。"
    },
    {
      "id": "MISSINGYEAR4-31522-TERMS",
      "companyId": null,
      "title": "Gravy现运营者与功能边界",
      "url": "https://gravy.finance/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "运营者Gravy Technologies Limited；账户默认只读，非代客发起交易；含托管、身份认证、连接器和模型服务。",
      "limitation": "生效日非成立，不能据本地宣传认定全部处理无远程依赖；未连接账户/交易。"
    },
    {
      "id": "MISSINGYEAR4-31584-HISTORY",
      "companyId": null,
      "title": "CONUS成立与业务沿革",
      "url": "https://conus-med.com/en/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网列2022年3月成立、2024—25建设、2026加入YC/美国扩展。",
      "limitation": "自述成立而非独立注册日；集团/新美国主体不另算新创业。"
    },
    {
      "id": "MISSINGYEAR4-31584-PRICE",
      "companyId": null,
      "title": "CONUS免费核心与收费智能服务",
      "url": "https://conus-med.com/en/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "核心医院许可免费，Intelligence个体按席位月/年或机构自定合同，App Store含佣金。",
      "limitation": "价格表本轮加载失败，未取得金额；免费核心不等公司零收入，20+医院非20付费合同。"
    },
    {
      "id": "MISSINGYEAR4-32131-TERMS",
      "companyId": null,
      "title": "Shielded条款缺项",
      "url": "https://www.shieldedglobal.com/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "明确正式条款仍在准备，Coming Soon。",
      "limitation": "不能当已签合同或主体/收费证据。"
    },
    {
      "id": "MISSINGYEAR4-INDEX-POOL",
      "companyId": null,
      "title": "缺年第四批6项",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原54项第25—30项：1旧业务范围外、4成立待核、1 AI主营待核。",
      "limitation": "累计30项外部补核（1关联/8范围外/19缺年/2 AI待核），余24项；无新公司或收入观测。"
    },
    {
      "id": "MISSINGYEAR5-32168-YC",
      "companyId": null,
      "title": "Synapse Semiconductor：缺年复核",
      "url": "https://www.ycombinator.com/companies/synapse-semiconductor",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "New semiconductors that merge compute and vision；成立字段空。",
      "limitation": "团队0/空不当无员工，批次非成立。"
    },
    {
      "id": "MISSINGYEAR5-32168-HOME",
      "companyId": null,
      "title": "Synapse Semiconductor：现行交付",
      "url": "https://synapsesemi.org/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Synapse Semiconductor视觉传感/计算融合硬件，YC明确像素内神经网络滤波，官网芯片筛选信息；成立/主体/商业交付未知。科研履历、论文和传感目标非实际销售或独立性能，芯片制造/量产成本与软件收入需拆。",
      "limitation": "厂商主张非独立财务/技术验证，成立与法律主体留缺。"
    },
    {
      "id": "MISSINGYEAR5-32168-LAUNCH1",
      "companyId": null,
      "title": "Synapse Semiconductor: We put a neural network inside the camera pixel.",
      "url": "https://www.ycombinator.com/launches/S0x-synapse-semiconductor-we-put-a-neural-network-inside-the-camera-pixel",
      "publishedAt": "2026-07-27",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC所挂发布元数据：2026-07-27，Synapse Semiconductor: We put a neural network inside the camera pixel.",
      "limitation": "本批只用沿革线索，未称重新阅读全文或以发布日补成立年。"
    },
    {
      "id": "MISSINGYEAR5-32253-YC",
      "companyId": null,
      "title": "Touchmark：缺年复核",
      "url": "https://www.ycombinator.com/companies/touchmark",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Market for future inference capacity；成立字段空。",
      "limitation": "团队0/空不当无员工，批次非成立。"
    },
    {
      "id": "MISSINGYEAR5-32253-HOME",
      "companyId": null,
      "title": "Touchmark：现行交付",
      "url": "https://touchmark.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Touchmark预留推理容量市场，供应商负责服务，平台计量代收；成立/主体日期待核。4T+ tokens为RFQ而非成交/交付或收入，买方无交易费不说明平台总收入为零；旧10—30%折扣/官网10—60%/价曲线上限20%各自范围保留，预付容量/转售不作MRR。",
      "limitation": "厂商主张非独立财务/技术验证，成立与法律主体留缺。"
    },
    {
      "id": "MISSINGYEAR5-32253-LAUNCH1",
      "companyId": null,
      "title": "Touchmark: Market for future inference capacity",
      "url": "https://www.ycombinator.com/launches/Sk8-touchmark-market-for-future-inference-capacity",
      "publishedAt": "2026-08-14",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC所挂发布元数据：2026-08-14，Touchmark: Market for future inference capacity",
      "limitation": "本批只用沿革线索，未称重新阅读全文或以发布日补成立年。"
    },
    {
      "id": "MISSINGYEAR5-32319-YC",
      "companyId": null,
      "title": "Tarifflo Inc.：缺年复核",
      "url": "https://www.ycombinator.com/companies/tarifflo-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Supply chain compliance and cost savings；成立字段空。",
      "limitation": "团队0/空不当无员工，批次非成立。"
    },
    {
      "id": "MISSINGYEAR5-32319-HOME",
      "companyId": null,
      "title": "Tarifflo Inc.：现行交付",
      "url": "https://www.tarifflo.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Tarifflo海关AI分类/申报软件和退款回收服务，成立/主体日期未知。YC免费filing与现价表每申报交易6、准备20美元符号并列，不推合同已变；150/500月计划是用量额度，退款成功费/人工服务与软件费需拆。1.6B进口货值、1M产品审查非公司收入。",
      "limitation": "厂商主张非独立财务/技术验证，成立与法律主体留缺。"
    },
    {
      "id": "MISSINGYEAR5-32520-YC",
      "companyId": null,
      "title": "Snowstone：缺年复核",
      "url": "https://www.ycombinator.com/companies/snowstone",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI-Driven Value Creation and Margin Expansion for Private Equity；成立字段空。",
      "limitation": "团队0/空不当无员工，批次非成立。"
    },
    {
      "id": "MISSINGYEAR5-32520-HOME",
      "companyId": null,
      "title": "Snowstone：现行交付",
      "url": "https://snowstone.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Snowstone PE运营诊断/价值创造AI，网站运营者Cerenovus Inc.，不是凭同名映射Snowstone UK Limited；成立/集团沿革待核。2B交易审查、50M机会价值及10000Agent非收入/已实现客户收益；条款明示金额为估计、服务另签合同，7日为目标。",
      "limitation": "厂商主张非独立财务/技术验证，成立与法律主体留缺。"
    },
    {
      "id": "MISSINGYEAR5-32552-YC",
      "companyId": null,
      "title": "6thSense：缺年复核",
      "url": "https://www.ycombinator.com/companies/6thsense",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Nervous System for Physical AI；成立字段空。",
      "limitation": "团队0/空不当无员工，批次非成立。"
    },
    {
      "id": "MISSINGYEAR5-32552-HOME",
      "companyId": null,
      "title": "6thSense：现行交付",
      "url": "https://6thsense.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "6thSense触觉Skin与同步视觉Eye2 Pro为机器人学习数据采集硬件，成立/主体未知。官网引用CMU等第三方研究不代表本产品独立测试，80%成功率非公司实测；传感器、采集服务/数据许可收入需拆，研究/演示非交付。",
      "limitation": "厂商主张非独立财务/技术验证，成立与法律主体留缺。"
    },
    {
      "id": "MISSINGYEAR5-32552-LAUNCH1",
      "companyId": null,
      "title": "6thSense — Giving Robots Touch",
      "url": "https://www.ycombinator.com/launches/R3X-6thsense-giving-robots-touch",
      "publishedAt": "2026-07-05",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "YC所挂发布元数据：2026-07-05，6thSense — Giving Robots Touch",
      "limitation": "本批只用沿革线索，未称重新阅读全文或以发布日补成立年。"
    },
    {
      "id": "MISSINGYEAR5-32585-YC",
      "companyId": null,
      "title": "Hilstart：缺年复核",
      "url": "https://www.ycombinator.com/companies/hilstart",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Autonomous Hardware Testing；成立字段空。",
      "limitation": "团队0/空不当无员工，批次非成立。"
    },
    {
      "id": "MISSINGYEAR5-32585-HOME",
      "companyId": null,
      "title": "Hilstart：现行交付",
      "url": "https://hilstart.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Hilstart物理Agent测试工具链和Tracer硬件接口/定制夹具，成立/主体未知。Agent写测试与首次上电/阈值人工批准分开；网页70/70 checks、波形与电压是展示不是本次实测/独立性能，硬件/夹具/软件/支持成本需拆。",
      "limitation": "厂商主张非独立财务/技术验证，成立与法律主体留缺。"
    },
    {
      "id": "MISSINGYEAR5-32253-PRICE",
      "companyId": null,
      "title": "Touchmark价格曲线",
      "url": "https://touchmark.ai/pricing/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "按交付月份/提前天数及模型基价定价，默认曲线折扣上限20%，各供应商可有参数，转售卖方定价。",
      "limitation": "价格曲线非平台佣金或收入；输入/缓存token权重不同，不用原始tokens直接乘报价。"
    },
    {
      "id": "MISSINGYEAR5-32253-LEGAL",
      "companyId": null,
      "title": "Touchmark交付与结算角色",
      "url": "https://touchmark.ai/legal/disclaimer/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "面向商业买卖双方的实物推理交付远期市场，平台计量/结算且不当合同对手方。",
      "limitation": "页面自述非独立监管审计；代收交易额和净平台费不同，未下单或投资。"
    },
    {
      "id": "MISSINGYEAR5-32319-PRICE",
      "companyId": null,
      "title": "Tarifflo现额度和动作费用",
      "url": "https://www.tarifflo.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "150/月含200credits，500/月含750；准备entry20、申报交易6、分类5美元符号，周期额度刷新/topup不失效。",
      "limitation": "报价不等MRR；年度12月款含14月额度，单价不能用于反推实际合同/毛利；YC免费filing描述与当前不同。"
    },
    {
      "id": "MISSINGYEAR5-32520-TERMS",
      "companyId": null,
      "title": "Snowstone运营者与估计价值",
      "url": "https://snowstone.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Cerenovus Inc.网站条款2026-10-19生效；服务需另签，金额为识别价值估计而非实现收益。",
      "limitation": "日期非注册，网站条款非客户合同；不混同无关联同名英国旧公司。"
    },
    {
      "id": "MISSINGYEAR5-32552-ABOUT",
      "companyId": null,
      "title": "6thSense团队资料入口",
      "url": "https://6thsense.dev/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "机器人触觉/数据捕捉团队的公开介绍入口可读。",
      "limitation": "本批未从该页取得可验证注册日期，不凭域名/团队旧事业认定新创。"
    },
    {
      "id": "MISSINGYEAR5-INDEX-POOL",
      "companyId": null,
      "title": "缺年第五批6项",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原缺年54项第31—36项，均继续成立年待核；按现行硬件/设施/行业服务分类。",
      "limitation": "累计36项外部补核：1关联/8范围外/25缺年/2 AI待核，余18项；无主公司或收入观测新增。"
    },
    {
      "id": "MISSINGYEAR6-32753-YC",
      "companyId": null,
      "title": "Ekho Labs YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/ekho-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现公开业务：World Model for Freight；Founded仍为空，Team Size=0。",
      "limitation": "批次和旧创业履历不代成立年，团队0可能是占位，不表示无员工。"
    },
    {
      "id": "MISSINGYEAR6-32753-HOME",
      "companyId": null,
      "title": "Ekho Labs 当前交付",
      "url": "https://ekholabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "TMS订单级风险与运力/改道建议，组合公共及许可数据；官网预测和客户收益均为厂商案例。",
      "limitation": "未核合同/收费、数据授权成本或准确率，示例船期/附加费非公司收入。"
    },
    {
      "id": "MISSINGYEAR6-32753-LAUNCH1",
      "companyId": null,
      "title": "Ekho Labs - Forecasting Supply Chain Disruptions（发布元数据）",
      "url": "https://www.ycombinator.com/launches/Sc6-ekho-labs-forecasting-supply-chain-disruptions",
      "publishedAt": "2026-08-11",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "既有YC公开发布元数据日期2026-08-11，用于产品沿革定位。",
      "limitation": "本批未另读发布全文；发布时间不是注册时间，不将正文中的客户/旧业务金额推入收入。"
    },
    {
      "id": "MISSINGYEAR6-32814-YC",
      "companyId": null,
      "title": "Computable YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/computable",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现公开业务：Derivatives Exchange for Compute；Founded仍为空，Team Size=2。",
      "limitation": "批次和旧创业履历不代成立年，团队0可能是占位，不表示无员工。"
    },
    {
      "id": "MISSINGYEAR6-32814-HOME",
      "companyId": null,
      "title": "Computable 当前交付",
      "url": "https://getcomputable.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "CGI按固定供应商公开按需租价每15分钟计算USD/GPU小时指数；官网称代码可复算。",
      "limitation": "不是实际成交价、GPU成交量或本公司收入；本轮未读/执行链接仓库，不升级技术验证等级。"
    },
    {
      "id": "MISSINGYEAR6-32814-LAUNCH1",
      "companyId": null,
      "title": "Computable: The Exchange for Physical Compute（发布元数据）",
      "url": "https://www.ycombinator.com/launches/SkA-computable-the-exchange-for-physical-compute",
      "publishedAt": "2026-08-18",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "既有YC公开发布元数据日期2026-08-18，用于产品沿革定位。",
      "limitation": "本批未另读发布全文；发布时间不是注册时间，不将正文中的客户/旧业务金额推入收入。"
    },
    {
      "id": "MISSINGYEAR6-33055-YC",
      "companyId": null,
      "title": "Capto YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/capto",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现公开业务：Build something the government wants；Founded仍为空，Team Size=2。",
      "limitation": "批次和旧创业履历不代成立年，团队0可能是占位，不表示无员工。"
    },
    {
      "id": "MISSINGYEAR6-33055-HOME",
      "companyId": null,
      "title": "Capto 当前交付",
      "url": "https://gocapto.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "政府销售AI软件搭配人工专家，提供managed services或SaaS；Experience与客户区分列示。",
      "limitation": "找到RFI不是中标；人员服务费与软件订阅的合同和成本未知。"
    },
    {
      "id": "MISSINGYEAR6-33055-LAUNCH1",
      "companyId": null,
      "title": "Chromie - AI OS for Government Contracting（发布元数据）",
      "url": "https://www.ycombinator.com/launches/SaH-chromie-ai-os-for-government-contracting",
      "publishedAt": "2026-08-10",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "既有YC公开发布元数据日期2026-08-10，用于产品沿革定位。",
      "limitation": "本批未另读发布全文；发布时间不是注册时间，不将正文中的客户/旧业务金额推入收入。"
    },
    {
      "id": "MISSINGYEAR6-33320-YC",
      "companyId": null,
      "title": "OneCLI YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/onecli",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现公开业务：AI teammates for your business-critical work.；Founded仍为空，Team Size=0。",
      "limitation": "批次和旧创业履历不代成立年，团队0可能是占位，不表示无员工。"
    },
    {
      "id": "MISSINGYEAR6-33320-HOME",
      "companyId": null,
      "title": "OneCLI 当前交付",
      "url": "https://onecli.sh",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "团队Agent连接工具、凭据注入和审批；核心代码Apache-2.0、企业功能另许可是官网主张。",
      "limitation": "40人公司replay、1204笔付款及840退款为展示，不算客户数或收入；未读仓库/做安全测试，SOC2标为进行中。"
    },
    {
      "id": "MISSINGYEAR6-33320-LAUNCH1",
      "companyId": null,
      "title": "OneCLI - Give every employee a secured, sandboxed pro assistant agent（发布元数据）",
      "url": "https://www.ycombinator.com/launches/SvJ-onecli-give-every-employee-a-secured-sandboxed-pro-assistant-agent",
      "publishedAt": "2026-08-20",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "既有YC公开发布元数据日期2026-08-20，用于产品沿革定位。",
      "limitation": "本批未另读发布全文；发布时间不是注册时间，不将正文中的客户/旧业务金额推入收入。"
    },
    {
      "id": "MISSINGYEAR6-33320-LAUNCH2",
      "companyId": null,
      "title": "OneCLI - Your AI agents shouldn't be holding raw secrets（发布元数据）",
      "url": "https://www.ycombinator.com/launches/RoJ-onecli-your-ai-agents-shouldn-t-be-holding-raw-secrets",
      "publishedAt": "2026-07-23",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "既有YC公开发布元数据日期2026-07-23，用于产品沿革定位。",
      "limitation": "本批未另读发布全文；发布时间不是注册时间，不将正文中的客户/旧业务金额推入收入。"
    },
    {
      "id": "MISSINGYEAR6-33606-YC",
      "companyId": null,
      "title": "Billow AI Labs YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/billow-ai-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现公开业务：AI-native Accounting Firm that's killing Deloitte；Founded仍为空，Team Size=0。",
      "limitation": "批次和旧创业履历不代成立年，团队0可能是占位，不表示无员工。"
    },
    {
      "id": "MISSINGYEAR6-33606-HOME",
      "companyId": null,
      "title": "Billow AI Labs 当前交付",
      "url": "https://thebillow.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现官网为财务团队准备月结底稿并交人审核，集成现有账务工具；与原会计托管定位并列。",
      "limitation": "示例未对账差额/工资和客户生物公司估值非Billow收入，官网安全认证自述未取得独立报告。"
    },
    {
      "id": "MISSINGYEAR6-33606-LAUNCH1",
      "companyId": null,
      "title": "Billow - Killing Deloitte with AI（发布元数据）",
      "url": "https://www.ycombinator.com/launches/SiY-billow-killing-deloitte-with-ai",
      "publishedAt": "2026-08-13",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "既有YC公开发布元数据日期2026-08-13，用于产品沿革定位。",
      "limitation": "本批未另读发布全文；发布时间不是注册时间，不将正文中的客户/旧业务金额推入收入。"
    },
    {
      "id": "MISSINGYEAR6-34365-YC",
      "companyId": null,
      "title": "Runtime.si YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/runtimesi",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现公开业务：Evaluation Infrastructure for Robotics (YC F26)；Founded仍为空，Team Size=5。",
      "limitation": "批次和旧创业履历不代成立年，团队0可能是占位，不表示无员工。"
    },
    {
      "id": "MISSINGYEAR6-34365-HOME",
      "companyId": null,
      "title": "Runtime.si 当前交付",
      "url": "https://runtime.si/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "机器人仿真研究和候补名单；官网10月17日SimInfinity一万开源模拟标Coming soon。",
      "limitation": "未核实际交付、许可和付费部署，不将计划场景数作可用规模或收入。"
    },
    {
      "id": "MISSINGYEAR6-32753-COMPANY",
      "companyId": null,
      "title": "Ekho公司自报成立年份",
      "url": "https://www.linkedin.com/company/ekho-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "与官网域名和YC业务对应，公司公开主页Founded 2024；团队范围2—10。",
      "limitation": "公司可编辑自述，非注册核验；不同于2026发布，也不同于同名汽车交易Ekho。"
    },
    {
      "id": "MISSINGYEAR6-32814-TERMS",
      "companyId": null,
      "title": "Computable容量交易与收费边界",
      "url": "https://www.getcomputable.com/tos",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2026-08-06条款：整8GPU节点按周交付远程VM，拍卖10%押金与2%费用；市场买卖双方各2%，无订阅/计量充值，直接回购不保证。",
      "limitation": "生效日非成立，容量交易本金/预付款与平台费分开；净额/总额确认和实际合同未核，不据报价或费用表推ARR。"
    },
    {
      "id": "MISSINGYEAR6-33055-TERMS",
      "companyId": null,
      "title": "Capto合同与收费入口",
      "url": "https://gocapto.com/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2026-09-04条款写政府合同研究软件、AI输出需复核，付费价格以checkout/order form为准。",
      "limitation": "未提供注册成立年，法律适用地不等注册地；没有合同金额或收入。"
    },
    {
      "id": "MISSINGYEAR6-33055-COMPANY",
      "companyId": null,
      "title": "Capto与Chromie名称对应",
      "url": "https://www.linkedin.com/company/chromie-dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "旧Chromie公司主页重定向Capto/gocapto并链接现官网，说明品牌对应；公开介绍政府合同AI。",
      "limitation": "无Founded字段；合作专家历史采购/授标是他人履历，不是平台收入或Capto注册证据。"
    },
    {
      "id": "MISSINGYEAR6-33320-PRICE",
      "companyId": null,
      "title": "OneCLI按席位与模型交付计费",
      "url": "https://onecli.sh/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Team月149 BYOC/499含托管模型，Scale499/1999；均为美元符号原文未另定币种。托管模型按会话/周公平用量，耗尽后切轻模型；免费500 calls，企业自托管另议。",
      "limitation": "公开报价不是已实现MRR；模型自带密钥/托管成本、核心开源/企业许可分开，FAQ无限调用与免费表500有范围差异。"
    },
    {
      "id": "MISSINGYEAR6-33320-TERMS",
      "companyId": null,
      "title": "OneCLI运营者为ChartDB",
      "url": "https://onecli.sh/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2026-08-19条款运营者ChartDB, Inc. doing business as OneCLI，OSS Version与托管Solution范围分开，付费按计划/订单周期预付。",
      "limitation": "生效日和品牌成立不等法人成立；与旧ChartDB项目的实体沿革及合并口径待核，未得实际订阅收入。"
    },
    {
      "id": "MISSINGYEAR6-33320-COMPANY",
      "companyId": null,
      "title": "OneCLI公司自报2026线索",
      "url": "https://www.linkedin.com/company/onecli/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "公司公开主页链接onecli.sh、同名两位创始人，Founded2026，规模2—10。",
      "limitation": "可编辑自述不解决运营者ChartDB, Inc.成立/旧项目边界，保留线索而不直接确认为2026新法人。"
    },
    {
      "id": "MISSINGYEAR6-33606-TERMS",
      "companyId": null,
      "title": "Billow当前软件与服务条款",
      "url": "https://thebillow.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2026-10-27条款Billow Labs, Inc.提供dashboard、agents、Excel add-in及Teams bot；费用按订单，客户仍需专业复核。",
      "limitation": "条款日非成立，订单未知，旧会计服务描述和现软件范围并存，不认定无人服务或纯SaaS毛利。"
    },
    {
      "id": "MISSINGYEAR6-34365-RESEARCH",
      "companyId": null,
      "title": "Runtime机器人自报实验适用范围",
      "url": "https://runtime.si/research/skills-for-agentic-robotic-manipulation/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2026-10-15博客：35项完整任务的样本内最优skill队列283/525，匹配无skill152/525；模型权重未改，比较包含预算和平台变化，10次基础设施中断保留未知。",
      "limitation": "选择队列发生在观察结果后，非独立/留出集基准；第三轮完整产物核验未完，API估计不含VM/未报告用量，不把探索结果作产品安全认证。"
    },
    {
      "id": "MISSINGYEAR6-INDEX-POOL",
      "companyId": null,
      "title": "缺年第六批6项",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原缺年54项第37—42项：Ekho按公司自报2024暂归范围外，另5项保留成立/主体沿革待核。",
      "limitation": "累计42项外部补核：1关联/9范围外/30缺年/2 AI待核，余12项；不新增主公司或收入。"
    },
    {
      "id": "MISSINGYEAR7-34904-YC",
      "companyId": null,
      "title": "Viraj Aero YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/viraj-aero",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官方公开字段Founded=空、Team Size=空；Next generation gas turbines for data centers & aviation。",
      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
    },
    {
      "id": "MISSINGYEAR7-34904-HOME",
      "companyId": null,
      "title": "Viraj Aero 当前交付",
      "url": "https://www.viraj-aero.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "蒸汽注入涡轮回收燃烧水，用于航空发动机及AI数据中心供电/冷却，仍有开发原型。",
      "limitation": "支持机构标志与新市场发布不是交付/收入；本轮未验证专利或功率、排放主张。"
    },
    {
      "id": "MISSINGYEAR7-34904-LAUNCH1",
      "companyId": null,
      "title": "Viraj Aero: The gas turbine that powers and cools data centers（发布元数据）",
      "url": "https://www.ycombinator.com/launches/WTh-viraj-aero-the-gas-turbine-that-powers-and-cools-data-centers",
      "publishedAt": "2026-10-29",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "既有YC公开元数据日期2026-10-29，仅用于沿革线索。",
      "limitation": "本批未另读发布全文，发布日期不替成立年，不将未核全文金额填入收入。"
    },
    {
      "id": "MISSINGYEAR7-34926-YC",
      "companyId": null,
      "title": "Orgo YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/orgo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官方公开字段Founded=空、Team Size=0；Computers for Agents。",
      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
    },
    {
      "id": "MISSINGYEAR7-34926-HOME",
      "companyId": null,
      "title": "Orgo 当前交付",
      "url": "https://www.orgo.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "持久隔离云电脑供Agent桌面操作及托管，自称1000+团队；官网月29起并列年付折算/资源计划。",
      "limitation": "每计划50电脑是额度，CPU/RAM共享和实际成本需核；采用/资源报价不作MRR，未执行SDK/部署模型。"
    },
    {
      "id": "MISSINGYEAR7-34926-LAUNCH1",
      "companyId": null,
      "title": "Orgo - Computers for Agents（发布元数据）",
      "url": "https://www.ycombinator.com/launches/WBl-orgo-computers-for-agents",
      "publishedAt": "2026-10-21",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "既有YC公开元数据日期2026-10-21，仅用于沿革线索。",
      "limitation": "本批未另读发布全文，发布日期不替成立年，不将未核全文金额填入收入。"
    },
    {
      "id": "MISSINGYEAR7-35058-YC",
      "companyId": null,
      "title": "Capveon YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/capveon",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官方公开字段Founded=空、Team Size=2；Turning infrastructure demand into action 。",
      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
    },
    {
      "id": "MISSINGYEAR7-35058-HOME",
      "companyId": null,
      "title": "Capveon 当前交付",
      "url": "https://capveon.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "给制造商、工程承包商等提供公共工程资金、图纸、资格与投标判断，另有API/MCP数据许可入口。",
      "limitation": "无已核成立、合同和净费，客户工程资金不是公司营收。"
    },
    {
      "id": "MISSINGYEAR7-35058-LAUNCH1",
      "companyId": null,
      "title": "Capveon — AI for finding, understanding, and winning government work（发布元数据）",
      "url": "https://www.ycombinator.com/launches/WZJ-capveon-ai-for-finding-understanding-and-winning-government-work",
      "publishedAt": "2026-10-29",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "既有YC公开元数据日期2026-10-29，仅用于沿革线索。",
      "limitation": "本批未另读发布全文，发布日期不替成立年，不将未核全文金额填入收入。"
    },
    {
      "id": "MISSINGYEAR7-35290-YC",
      "companyId": null,
      "title": "Antropi Robotics YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/antropi-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官方公开字段Founded=空、Team Size=0；Autonomous CNC factories for faster hardware。",
      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
    },
    {
      "id": "MISSINGYEAR7-35290-HOME",
      "companyId": null,
      "title": "Antropi Robotics 当前交付",
      "url": "https://www.antropi.world/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自主CNC工厂的视觉机器人、材料搬运、预测维护及人工例外处置，页脚Antropi Inc.。",
      "limitation": "性能/全天运行是自述，未独立验证生产利用率或核零件、设备、软件收入。"
    },
    {
      "id": "MISSINGYEAR7-35290-LAUNCH1",
      "companyId": null,
      "title": "Antropi Robotics | CNC parts in days, from autnomous factories（发布元数据）",
      "url": "https://www.ycombinator.com/launches/W49-antropi-robotics-cnc-parts-in-days-from-autnomous-factories",
      "publishedAt": "2026-10-19",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "既有YC公开元数据日期2026-10-19，仅用于沿革线索。",
      "limitation": "本批未另读发布全文，发布日期不替成立年，不将未核全文金额填入收入。"
    },
    {
      "id": "MISSINGYEAR7-36513-YC",
      "companyId": "YC36513",
      "title": "Graphide YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/graphide",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官方公开字段Founded=2026、Team Size=2；CI 10-20× faster than GitHub runners, with a 24/7 agent optimizing it.。与原缺年/IDE描述不同，最新官方字段补2026。",
      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
    },
    {
      "id": "MISSINGYEAR7-36513-HOME",
      "companyId": "YC36513",
      "title": "Graphide 当前交付",
      "url": "https://Graphide.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现官网为CI加速与代码评审/数据流可视化，两产品分开售卖，150评审免费；有beta功能。",
      "limitation": "自报客户节省、模拟仓库演示和其他仓库按倍数投影分开，未在客户工程独立测试；未运行或更换本项目runner。"
    },
    {
      "id": "MISSINGYEAR7-36775-YC",
      "companyId": null,
      "title": "Asim YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/asim-group",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官方公开字段Founded=空、Team Size=4；Enable robots to operate safely in the real world.。",
      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
    },
    {
      "id": "MISSINGYEAR7-36775-HOME",
      "companyId": null,
      "title": "Asim 当前交付",
      "url": "https://www.asim-group.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "研究机器人实际/模拟场景安全与执行时监测；公开测试/私有测试及未来人类基线分别描述。",
      "limitation": "95.5%源于引用第三方RedVLA，不代表Asim测得性能；未核付费交付、认证或独立安全性。"
    },
    {
      "id": "MISSINGYEAR8-36907-YC",
      "companyId": null,
      "title": "Melty YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/melty-gg",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官方公开字段Founded=空、Team Size=0；Mashup any game。",
      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
    },
    {
      "id": "MISSINGYEAR8-36907-HOME",
      "companyId": null,
      "title": "Melty 当前交付",
      "url": "https://melty.gg/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "裸域可读，Windows游戏mashup启动器供玩家发现、分享及用编码Agent创作；现免费。",
      "limitation": "www域本轮不可读；未安装/下载游戏或启动器，不将AI创作能力或兼容性当本轮测试。"
    },
    {
      "id": "MISSINGYEAR8-37170-YC",
      "companyId": null,
      "title": "Blinka YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/blinka",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官方公开字段Founded=空、Team Size=0；Banking for US companies operating globally。",
      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
    },
    {
      "id": "MISSINGYEAR8-37170-HOME",
      "companyId": null,
      "title": "Blinka 当前交付",
      "url": "https://blinka.co",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "企业USD账户、跨境转账、卡及国债基金入口，账务自动化；页脚明确平台非银行及各合作服务边界。",
      "limitation": "账户余额/转账/卡返现/投资收益不等平台收入或其保障；AI核心部署和成立年待核。"
    },
    {
      "id": "MISSINGYEAR8-37236-YC",
      "companyId": null,
      "title": "Spine YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/spine",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官方公开字段Founded=空、Team Size=0；We run benefits, payroll & compliance for startups, for free。",
      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
    },
    {
      "id": "MISSINGYEAR8-37236-HOME",
      "companyId": null,
      "title": "Spine 当前交付",
      "url": "https://www.joinspine.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "福利计划优化、24/7人工+AI支持及在既有HRIS上运行工资/合规，雇主免费，由carriers付费。",
      "limitation": "佣金模式不等纯SaaS；保费另计，人力和第三方成本待核，15%/25%节省不同表述不作公司业绩。"
    },
    {
      "id": "MISSINGYEAR8-37236-LAUNCH1",
      "companyId": null,
      "title": "Spine: We run HR backoffice & benefits for startups, for free（发布元数据）",
      "url": "https://www.ycombinator.com/launches/URD-spine-we-run-hr-backoffice-benefits-for-startups-for-free",
      "publishedAt": "2026-09-28",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "既有YC公开元数据日期2026-09-28，仅用于沿革线索。",
      "limitation": "本批未另读发布全文，发布日期不替成立年，不将未核全文金额填入收入。"
    },
    {
      "id": "MISSINGYEAR8-37434-YC",
      "companyId": null,
      "title": "Ascenix YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/ascenix",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官方公开字段Founded=空、Team Size=7；Clinical intelligence layer for skilled nursing facilities.。",
      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
    },
    {
      "id": "MISSINGYEAR8-37434-HOME",
      "companyId": null,
      "title": "Ascenix 当前交付",
      "url": "https://www.ascenix.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "长期护理EHR事件情报，自动报告、合规缺口/报销和风险雷达；免新增填表，效果不合适可免费。",
      "limitation": "展示事件数/照护报销非公司收入，使用/临床结果与实际收费合同未验证。"
    },
    {
      "id": "MISSINGYEAR8-37468-YC",
      "companyId": null,
      "title": "Ageospatial YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/ageospatial",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官方公开字段Founded=空、Team Size=1；Physical intelligence for every decision with Geospatial AI.。",
      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
    },
    {
      "id": "MISSINGYEAR8-37468-HOME",
      "companyId": null,
      "title": "Ageospatial 当前交付",
      "url": "https://ageospatial.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "卫星/街景/地图和客户数据融合为保险资产风险及政府决策信息，API/工程部署。",
      "limitation": "跨期客户标志不证明现美国法人客户/收入；土地与灾害风险估值不是公司财务数字。"
    },
    {
      "id": "MISSINGYEAR8-37468-LAUNCH1",
      "companyId": null,
      "title": "Ageospatial - pricing the risk of every property, infrastructure and land on Earth from satellites（发布元数据）",
      "url": "https://www.ycombinator.com/launches/UKJ-ageospatial-pricing-the-risk-of-every-property-infrastructure-and-land-on-earth-from-satellites",
      "publishedAt": "2026-09-29",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "既有YC公开元数据日期2026-09-29，仅用于沿革线索。",
      "limitation": "本批未另读发布全文，发布日期不替成立年，不将未核全文金额填入收入。"
    },
    {
      "id": "MISSINGYEAR8-38556-YC",
      "companyId": null,
      "title": "Cesara YC公开字段复核",
      "url": "https://www.ycombinator.com/companies/cesara",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "本轮官方公开字段Founded=空、Team Size=0；Faster & accurate transactions for health systems。",
      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
    },
    {
      "id": "MISSINGYEAR8-38556-HOME",
      "companyId": null,
      "title": "Cesara 当前交付",
      "url": "https://cesara.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "解析医疗付款方合同，逐笔比对、附条款证据追补欠付，免费审查入口。",
      "limitation": "医院欠付/追回款、行业40B和界面动态示例不是Cesara收入；安全/整合主张未独立验证。"
    },
    {
      "id": "MISSINGYEAR8-38556-LAUNCH1",
      "companyId": null,
      "title": "Cesara: AI agents that make sure every healthcare transaction is paid per contract（发布元数据）",
      "url": "https://www.ycombinator.com/launches/WBc-cesara-ai-agents-that-make-sure-every-healthcare-transaction-is-paid-per-contract",
      "publishedAt": "2026-10-22",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "既有YC公开元数据日期2026-10-22，仅用于沿革线索。",
      "limitation": "本批未另读发布全文，发布日期不替成立年，不将未核全文金额填入收入。"
    },
    {
      "id": "MISSINGYEAR7-34904-COMPANY",
      "companyId": null,
      "title": "Viraj Aero公司自报2024",
      "url": "https://www.linkedin.com/company/viraj-aero/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "公司主页链接同官网并自报Founded2024，现11—50团队范围，航空涡轮扩展地面发电。",
      "limitation": "可编辑自述非精确登记；法国官方985157080页面本轮403，不把融资或团队履历作收入。"
    },
    {
      "id": "MISSINGYEAR7-34926-TERMS",
      "companyId": null,
      "title": "Orgo运营者",
      "url": "https://www.orgo.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "条款运营者Organic Intelligence, Inc.，Delaware corporation，提供云电脑/API/SDK。",
      "limitation": "法律主体自报但无成立日期；注册地与适用法律分开，未核实际合约或安全性。"
    },
    {
      "id": "MISSINGYEAR7-35058-ABOUT",
      "companyId": null,
      "title": "Capveon业务范围与团队入口",
      "url": "https://capveon.ai/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "公开公司介绍入口可读，结合官网对应政府/公共工程工作情报。",
      "limitation": "本轮未从本页取得成立日期，不把批次或客户工程额替代。"
    },
    {
      "id": "MISSINGYEAR7-35290-COMPANY",
      "companyId": null,
      "title": "Antropi公司自报2025",
      "url": "https://www.linkedin.com/company/antropi-robotics/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网域名匹配，公司公开主页自报2025、11—50人，称首座微型工厂在Bengaluru。",
      "limitation": "自述范围非实际人数；Antropi Inc.与印度工厂/法律主体链未核，不将2026 YC批次当成立。"
    },
    {
      "id": "MISSINGYEAR7-36513-TERMS",
      "companyId": "YC36513",
      "title": "Graphide当前运营主体与旧Editor范围",
      "url": "https://graphide.com/terms/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "条款运营者Graphide, Inc. Delaware corporation；2026-10-16生效，旧Editor/本机daemon许可与托管API服务分开。",
      "limitation": "条款日期不替成立年；现官网收费需联系，历史价与新CI/评审合同不可混用，不补收入。"
    },
    {
      "id": "MISSINGYEAR7-36775-ABOUT",
      "companyId": null,
      "title": "Asim研究业务与团队入口",
      "url": "https://www.asim-group.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "公开介绍聚焦机器人在人类环境的物理/语义安全和恶意使用测试及执行时研究。",
      "limitation": "四创始人和前研究履历不等付费员工或注册日期，未核测试场景实际交付。"
    },
    {
      "id": "MISSINGYEAR8-36907-TERMS",
      "companyId": null,
      "title": "Melty游戏服务运营者及收费范围",
      "url": "https://melty.gg/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2026-10-18条款Stella Montis Inc.运营；现服务/mashup免费，未来付费/打赏另立条款；玩家需自有游戏。",
      "limitation": "条款日非注册、不与Melty代码工具混同；厂商发布审查非启动器独立审计，无下载执行或收入推算。"
    },
    {
      "id": "MISSINGYEAR8-37236-TERMS",
      "companyId": null,
      "title": "Spine旧服务条款与当前定位差异",
      "url": "https://www.joinspine.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2026-07-01条款仍描述AI-native健康指导/医疗导航；现官网改为福利经纪和HR支持。",
      "limitation": "当前经纪/HR协议、主体及许可未核；不认定条款已同步，也不用旧条款日期填成立年。"
    },
    {
      "id": "MISSINGYEAR8-37434-ABOUT",
      "companyId": null,
      "title": "Ascenix旧硬件事业与当前护理软件",
      "url": "https://www.ascenix.co/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "创始人曾住护理机构一年半并先做体温腕带/跌倒传感，后形成当前事件情报工作。",
      "limitation": "旧业务持续多年不直接证明当前法人成立年；不套同名新加坡数据中心2008年。"
    },
    {
      "id": "MISSINGYEAR8-37468-COMPANY",
      "companyId": null,
      "title": "Ageospatial公司自报2025",
      "url": "https://www.linkedin.com/company/ageospatial/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "公司主页匹配ageospatial.com和现创始人，自报Founded2025，列美国与瑞士地点。",
      "limitation": "可编辑自述；与瑞士旧主体资料的年份差异须补集团沿革，不能自动定为2025新业务。"
    },
    {
      "id": "MISSINGYEAR8-37468-TERMS",
      "companyId": null,
      "title": "Ageospatial集团自述",
      "url": "https://www.ageospatial.com/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "2026-09-20网站条款由美国Delaware Ageospatial Inc.运营，瑞士Ageospatial Sàrl为全资子公司，实际服务依客户另签书面协议。",
      "limitation": "网站日期不等任一法人成立；客户logo/历史瑞士服务归属、并表与合同仍待核。"
    },
    {
      "id": "MISSINGYEAR8-37468-REGISTER-LEAD",
      "companyId": null,
      "title": "Ageospatial瑞士登记转载线索",
      "url": "https://www.moneyhouse.ch/fr/company/ageospatial-sarl-11295722791",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "第三方登记转载线索；搜索/直达缓存差异",
      "summary": "搜索可读登记转载列瑞士CHE-387.728.565/CH-550.1.240.852-7于2024-04-17登记；搜索摘录另有2026美国母体接收份额线索。",
      "limitation": "第三方转载非本轮官方登记；直达缓存仍显示末变更2024，与搜索时点不同。未取得官方登记或认定美国主体成立年。"
    },
    {
      "id": "MISSINGYEAR7-INDEX-POOL",
      "companyId": null,
      "title": "缺年第7批6项",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原缺年54项第43—48项，Viraj按公司自报2024暂归范围外，Graphide官方字段补2026关联，4项成立/主体待核；累计48项补核余6项。",
      "limitation": "原发现54缺年及1428总计不回写；全54项累计2关联/10范围外/40成立待核/2 AI待核，不将未知当零收入。"
    },
    {
      "id": "MISSINGYEAR8-INDEX-POOL",
      "companyId": null,
      "title": "缺年第8批6项",
      "url": "https://www.ycombinator.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原缺年54项第49—54项，6项成立/主体待核；全54项均已完成本轮外部资料补查和缺项登记，不等已确认成立或完成全来源研究。",
      "limitation": "原发现54缺年及1428总计不回写；全54项累计2关联/10范围外/40成立待核/2 AI待核，不将未知当零收入。"
    },
    {
      "id": "TCSEC25-INDEX",
      "companyId": null,
      "title": "2025竞赛安全类别候选入口",
      "url": "https://techcrunch.com/2025/12/26/the-9-top-cybersecurity-startups-from-disrupt-startup-battlefield/",
      "publishedAt": "2025-12-26",
      "accessedAt": "2026-10-31",
      "kind": "媒体候选发现",
      "summary": "本篇当前9个公司标题全部登记，业务与年份逐项追原始资料。",
      "limitation": "仅该篇条目，不代表全部参赛者、两年档案或新公司；参赛年不作成立年，正文介绍不替独立性能验证。"
    },
    {
      "id": "TCSEC25-AIM-HOME",
      "companyId": null,
      "title": "AIM Intelligence 当前交付与访问范围",
      "url": "https://www.aim-intelligence.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自动红队、实时护栏及AI/物理AI安全咨询，可云端或本地部署。",
      "limitation": "论文/专利/机构标志和攻击效果为厂商自述；本批未核独立产品效能或合同。"
    },
    {
      "id": "TCSEC25-AIM-YEAR",
      "companyId": null,
      "title": "AIM Intelligence 成立/旧业务年份线索",
      "url": "https://www.aim-intelligence.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官网",
      "summary": "公司官网About列Founded2024，NAVER投资方名录亦列2024。",
      "limitation": "公司自述年份暂判范围外，精确注册和集团边界未知；MWC年化收入另保留，非两年新公司ARR。"
    },
    {
      "id": "TCSEC25-CORGEA-HOME",
      "companyId": null,
      "title": "Corgea 当前交付与访问范围",
      "url": "https://corgea.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI应用安全扫描、业务逻辑风险识别与修复，涵盖代码、依赖、IaC、容器和Agent接入。",
      "limitation": "演示及自动修复准确率为厂商描述，未独立测试；招聘薪资和开发者人数不作收入。"
    },
    {
      "id": "TCSEC25-CORGEA-YEAR",
      "companyId": null,
      "title": "Corgea 成立/旧业务年份线索",
      "url": "https://www.ycombinator.com/companies/corgea/jobs/flq0ShW-security-researcher",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "YC官方公司字段",
      "summary": "YC官方招聘公司资料列Founded2023、S23、Team6。",
      "limitation": "批次与Founded分开，招聘页仅作为官方字段来源；精确注册、合同和净费未核。"
    },
    {
      "id": "TCSEC25-CYDEPLOY-HOME",
      "companyId": null,
      "title": "CyDeploy 当前交付与访问范围",
      "url": "https://www.cydeploy.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自动环境依赖映射、数字孪生/沙箱及变更前验证，为企业持续变更保障服务。",
      "limitation": "业务依据About可读正文；首页本轮文本不足，不把自动测试主张当独立系统验证或收入。"
    },
    {
      "id": "TCSEC25-CYDEPLOY-YEAR",
      "companyId": null,
      "title": "CyDeploy 成立/旧业务年份线索",
      "url": "https://jobs.techstars.com/companies/cydeploy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "投资机构公开名录",
      "summary": "Techstars投资/公司名录列founded in2020，链接同域名。",
      "limitation": "名录为投资机构公开资料非独立登记；精确法人、功能商业使用与收入仍未核。"
    },
    {
      "id": "TCSEC25-CYNTEGRA-HOME",
      "companyId": null,
      "title": "Cyntegra 当前交付与访问范围",
      "url": "https://www.cyntegra.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "硬件安全存储、固件控制和恢复操作系统构成勒索后恢复产品，兼有部署/支持服务。",
      "limitation": "恢复时间/索赔降低为厂商模型或主张，不是本轮恢复演练；硬件/许可/服务收入需拆，AI核心作用未证。"
    },
    {
      "id": "TCSEC25-CYNTEGRA-YEAR",
      "companyId": null,
      "title": "Cyntegra 成立/旧业务年份线索",
      "url": "https://www.lloyds.com/insights/lloyds-lab/programmes-and-initiatives/lloyds-lab-accelerator/alumni/cyntegra",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "加速器官方名录",
      "summary": "Lloyd’s Lab官方校友名录列Founded2020、Cohort11/2023。",
      "limitation": "项目参与与成立分别列示；保险损失下降、加速器支持或同站Lloyd’s集团利润不是公司收入。"
    },
    {
      "id": "TCSEC25-HACKERVERSE-HOME",
      "companyId": null,
      "title": "HACKERverse 当前交付与访问范围",
      "url": "https://hackerverse.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "在隔离Arena以AI bots对安全产品进行攻击模拟/验证，输出签名记录和检测证据。",
      "limitation": "85%评估加速、240K美元符号客户节省和23%缺口是厂商指标；签名可验证记录不自动证明测试有效或独立性，本轮未运行任何攻击。"
    },
    {
      "id": "TCSEC25-HACKERVERSE-YEAR",
      "companyId": null,
      "title": "HACKERverse 成立/旧业务年份线索",
      "url": "https://www.linkedin.com/company/hackerverse",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开主页自述",
      "summary": "公司公开主页链接hackerverse.ai，Founded2021、规模2—10。",
      "limitation": "自述非登记，不与hackerverse.com的EC-Council CTF产品或其2001成立混同；实际付费与法人仍待核。"
    },
    {
      "id": "TCSEC25-MILLPOND-HOME",
      "companyId": null,
      "title": "Mill Pond Research 当前交付与访问范围",
      "url": "https://www.millpondresearch.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网直达本轮仅取得无正文外壳；业务与沿革据下列公司公开主页补证。",
      "limitation": "不认定首页已阅读全文，也不执行任何站点脚本或把搜索片段替代官网正文。"
    },
    {
      "id": "TCSEC25-MILLPOND-YEAR",
      "companyId": null,
      "title": "Mill Pond Research 成立/旧业务年份线索",
      "url": "https://www.linkedin.com/company/mill-pond-research",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开主页自述",
      "summary": "公司主页明确Founded2023，从专业服务转为AI设施软件，Xilos观察、保护、编排Agent生态。",
      "limitation": "服务转软件不是新成立；专利/机构参与为自述，原有服务收入和新软件收入未取得合同拆分。"
    },
    {
      "id": "TCSEC25-POLYGRAF-HOME",
      "companyId": null,
      "title": "Polygraf AI 当前交付与访问范围",
      "url": "https://www.polygraf.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "企业数据/AI治理，阻止敏感数据进入模型、识别未授权AI使用及深伪，提供端侧与本地安全功能。",
      "limitation": "公司称独立验证但本轮未取得报告，不据宣传升独立技术等级；模型组件与整套治理交付不同，不直接归基础模型公司。"
    },
    {
      "id": "TCSEC25-POLYGRAF-YEAR",
      "companyId": null,
      "title": "Polygraf AI 成立/旧业务年份线索",
      "url": "https://www.polygraf.ai/news/polygrafs-ai-governance-software-awarded-best-product-in-ai-data/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官方历史材料",
      "summary": "官网原始新闻资料明确Founded2021、Austin总部。",
      "limitation": "2025获奖/参赛非成立，精确注册与产品许可/服务收入仍待核，奖项不当财务收入。"
    },
    {
      "id": "TCSEC25-TRUSOURCES-HOME",
      "companyId": null,
      "title": "TruSources（现站TruClaw） 当前交付与访问范围",
      "url": "https://trusources.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前同域展示TruClaw，为Agent提供人工同意/授权凭证；免费1000次/月，Growth99美元符号/月含10000次，超额0.01/次。",
      "limitation": "旧KYC/深伪SDK与现Agent同意产品分开，价格不是已实现MRR，模板版权Yella非已核运营法人；没有安装或执行其工具。"
    },
    {
      "id": "TCSEC25-TRUSOURCES-YEAR",
      "companyId": null,
      "title": "TruSources（现站TruClaw） 成立/旧业务年份线索",
      "url": "https://www.linkedin.com/company/trusources",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开主页自述",
      "summary": "同域名公司主页自报Founded2023，描述原端侧KYC/深伪业务并列同创始人。",
      "limitation": "同创始人/域名支持产品转向线索，不证明完整法人连续；不凭新产品发布新增2026公司，精确主体待核。"
    },
    {
      "id": "TCSEC25-ZEST-HOME",
      "companyId": null,
      "title": "ZEST Security 当前交付与访问范围",
      "url": "https://www.zestsecurity.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Agent云风险暴露管理、修复及缓解路径，结合现有云控制与代码。",
      "limitation": "减少风险/运营成本非自身收入；原Cider创业履历及收购不能归当前ZEST，也未核独立安全效果。"
    },
    {
      "id": "TCSEC25-ZEST-YEAR",
      "companyId": null,
      "title": "ZEST Security 成立/旧业务年份线索",
      "url": "https://www.zestsecurity.io/resources/news/zest-security-enables-security-teams-to-proactively-block-attacker-activity-using-aws-service-control-policies-as-a-mitigation-pathway",
      "publishedAt": "2025-07-30",
      "accessedAt": "2026-10-31",
      "kind": "公司官方历史材料",
      "summary": "2025-07-30官网原始发布明确2023年11月成立，纽约/特拉维夫办公室。",
      "limitation": "功能发布日期不等成立；融资、客户安全成本与前事业ARR不作当前收入，精确法人待补。"
    },
    {
      "id": "TCSEC25-AIM-MWC",
      "companyId": null,
      "title": "AIM展商年化收入口径",
      "url": "https://www.mwcbarcelona.com/exhibitors/35004-aim-intelligence",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "参展公司公开自述",
      "summary": "展商介绍列Founded2024，运营第一年超过USD0.9M annualized revenue及15+客户。",
      "limitation": "参展公司自述，期间具体截至日/底表未取得；annualized revenue不等ARR；范围外旧公司不混入两年新公司收入图。"
    },
    {
      "id": "TCCONS25-INDEX",
      "companyId": null,
      "title": "2025竞赛消费/教育候选入口",
      "url": "https://techcrunch.com/2025/12/30/the-top-26-consumer-edtech-companies-from-disrupt-startup-battlefield/",
      "publishedAt": "2025-12-30",
      "accessedAt": "2026-10-31",
      "kind": "媒体候选发现",
      "summary": "本篇当前26个公司标题全部登记；业务、年份和缺项按逐项原始资料保留。",
      "limitation": "仅该篇，不代表全部参赛者/两年档案；参赛年不代成立年，不复制报道的业务评价。"
    },
    {
      "id": "TCCONS25-AHOI-HOME",
      "companyId": null,
      "title": "Ahoi 当前业务与访问范围",
      "url": "https://ahoimate.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "无障碍地点社区评价/个性画像及路径信息；AI核心作用未从本轮原始资料证实。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-AHOI-YEAR",
      "companyId": null,
      "title": "Ahoi 成立或旧业务线索",
      "url": "https://ahoimate.com/terms-and-conditions",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "2023-03-13官方条款已由Access Now, Inc.提供该平台，说明2025之前已有服务，非精确注册日。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-ALLFOCAL-HOME",
      "companyId": null,
      "title": "AllFocal Optics Limited 当前业务与访问范围",
      "url": "https://www.allfocaloptics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "纳米光学显示组件，来自剑桥研究；镜片/显示硬件与制造许可不等软件订阅，AI核心未证。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-ALLFOCAL-YEAR",
      "companyId": null,
      "title": "AllFocal Optics Limited 成立或旧业务线索",
      "url": "https://uk.linkedin.com/company/allfocaloptics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "同官网公司公开主页自报Founded2022；科研十年不替法人成立或量产验证。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-BILLIGHT-HOME",
      "companyId": null,
      "title": "Billight 当前业务与访问范围",
      "url": "https://www.billightpool.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "台球桌灯光/控制器及游戏套件实体销售；免费控制App不是硬件免费或订阅，AI核心未证。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-BILLIGHT-YEAR",
      "companyId": null,
      "title": "Billight 成立或旧业务线索",
      "url": "https://www.billightpool.com/post/how-to-determine-the-size-of-your-pool-table",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "Blake Martin署名官网2023-05-17文章已介绍Billight系统并导向商店，属于旧业务，不等精确注册。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-CERCA-HOME",
      "companyId": null,
      "title": "Cerca Dating 当前业务与访问范围",
      "url": "https://cercadating.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "基于共同好友的真人约会App；不把匹配/安全宣传自动认定AI主营。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-CERCA-YEAR",
      "companyId": null,
      "title": "Cerca Dating 成立或旧业务线索",
      "url": "https://www.uscannenbergmedia.com/2025/05/01/usc-student-co-founds-mutuals-based-dating-app-aimed-at-safety-and-accountability/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "校园媒体原始创始人访谈",
      "summary": "2025-05-01校园媒体原始创始人访谈称约一个半月前发布；仅产品发布日期线索，成立/运营主体与AI核心仍待核。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-FOUNDERWAY-HOME",
      "companyId": null,
      "title": "FounderWay.ai 当前业务与访问范围",
      "url": "https://founderway.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI创业指导、报告/材料及流程工具；1000+服务客户/五倍速度为自述，不等付费数或自身营收。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-FOUNDERWAY-YEAR",
      "companyId": null,
      "title": "FounderWay.ai 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/founderwayai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "同域公司主页自报Founded2020；新AI定位/参赛不重置成立年。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-HOTELTREATS-HOME",
      "companyId": null,
      "title": "Hotel Treats 当前业务与访问范围",
      "url": "https://www.hoteltreats.com/en",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "酒店体验/礼券交易及酒店商家工具；酒店交易/礼券面值与平台中介净费分开，AI核心未证。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-HOTELTREATS-YEAR",
      "companyId": null,
      "title": "Hotel Treats 成立或旧业务线索",
      "url": "https://www.hoteltreats.com/s/en/blog/posts/hotel-treats-celebrates-5-years/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "官网2024-07-01周年材料称已经营多年并回顾2017起源，属于旧业务；各年份语义与精确注册分开。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-JOTTO-HOME",
      "companyId": null,
      "title": "Jotto 当前业务与访问范围",
      "url": "https://jotto.me/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网本轮无可读正文；公司公开主页介绍QR收集文字/语音/视频反馈和AI报告，归受众/客户运营。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-JOTTO-YEAR",
      "companyId": null,
      "title": "Jotto 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/jotto",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "同域公司主页自报Founded2024；响应率、活动规模和用户内容非公司收入，官网访问缺项保留。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-NIM-HOME",
      "companyId": null,
      "title": "Nim 当前业务与访问范围",
      "url": "https://nim.video/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "多模型/模板AI图像视频制作App，不将接入第三方模型当自主训练基础模型；500万创作者为官网自述。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-NIM-YEAR",
      "companyId": null,
      "title": "Nim 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/nimvideo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "同域公司公开主页自报Founded2024；11—50范围与当前显示关联员工数量不同，均不是付费人数。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-PERFINGO-HOME",
      "companyId": null,
      "title": "Perfingo 当前业务与访问范围",
      "url": "https://www.perfingo.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "新加坡个人/夫妻财务计划，含AI流水分类/月报；S$96年付或S$12月付是报价，示例资产和投资收益非平台收入。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-PERFINGO-YEAR",
      "companyId": null,
      "title": "Perfingo 成立或旧业务线索",
      "url": "https://sg.linkedin.com/company/perfingo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "同域公司公开主页自报Founded2022；旧内容品牌Daretofinance与当前产品沿革待核。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-PINTOURS-HOME",
      "companyId": null,
      "title": "Pintours 当前业务与访问范围",
      "url": "https://www.pintours.org/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现为品牌/景点提供AI行程和真人服务编排，含旅游、交通和活动；供应商销售与平台净费、软件/服务收入需拆。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-PINTOURS-YEAR",
      "companyId": null,
      "title": "Pintours 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/pintours",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "公司主页链接pintours.ai并介绍同品牌体验服务，未取得Founded；.org/.ai/.com主体和成立年待核，合作/订单不当ARR。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-PRICKLY-HOME",
      "companyId": null,
      "title": "Prickly Pear Health 当前业务与访问范围",
      "url": "https://pricklypear.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "面向女性脑健康的语音日志、自护提示与生活数据模式追踪；健康结果/科研引用不作本轮独立疗效。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-PRICKLY-YEAR",
      "companyId": null,
      "title": "Prickly Pear Health 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/prickly-pear-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "同域公司主页自报Founded2024，合作研究方在其转载介绍中称2024年6月；与同域旧招聘服务聚合条目不强配。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-RAX-HOME",
      "companyId": null,
      "title": "rax 当前业务与访问范围",
      "url": "https://www.raxapp.ca/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "真人衣橱租借/买卖交易平台；衣物租金、交易额与平台净费分别核，AI核心作用尚未从原始资料确认。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-CYBERFRIEND-HOME",
      "companyId": null,
      "title": "Rent a Cyber Friend 当前业务与访问范围",
      "url": "https://www.rentacyberfriend.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "真人一对一视频交流/陪伴市场；用户按分钟支付及小费与平台分成不同，不把Cyber误认为AI聊天。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-CYBERFRIEND-YEAR",
      "companyId": null,
      "title": "Rent a Cyber Friend 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/rentacyberfriend",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "同域公司主页自报Founded2023；官网低至0.1美元符号/分钟是服务报价，不等平台MRR，真人供应成本和分账待核。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-RENUDE-HOME",
      "companyId": null,
      "title": "Renude 当前业务与访问范围",
      "url": "https://renude.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "面向美容品牌/零售商的AI皮肤分析及导购插件，按商业交付归客户运营；不当临床诊疗或自主基础模型。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-RENUDE-YEAR",
      "companyId": null,
      "title": "Renude 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/renude/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "同域公司主页自报Founded2020；不与drinkrenude.com饮料品牌2018年混同，客户购物转化/AOV提升非Renude收入。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-SNAP-HOME",
      "companyId": null,
      "title": "Snap Discovery AG 当前业务与访问范围",
      "url": "https://www.snapdiscovery.de/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "脑机接口/脑信号到设备控制的研发与硬件技术，兼游戏及研究场景；科研/演示不作量产/临床认证。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-SNAP-YEAR",
      "companyId": null,
      "title": "Snap Discovery AG 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/snapdiscovery",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "同域公司主页自报Founded2023；其Public Company标签不直接认定证券上市，集团注册仍待核。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-TASTEIT-HOME",
      "companyId": null,
      "title": "Tasteit 当前业务与访问范围",
      "url": "https://tasteit.me/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "围绕食物兴趣连接真人、约饭与活动的社交App；AI主营未从当前原始资料证实。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-TASTEIT-YEAR",
      "companyId": null,
      "title": "Tasteit 成立或旧业务线索",
      "url": "https://tasteit.me/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "条款可读但本轮未取得可靠成立日期；第三方2021及同名食品商标不用于填当前法人年份。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-TATTD-HOME",
      "companyId": null,
      "title": "Tattd 当前业务与访问范围",
      "url": "https://www.tattd.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI纹身设计、艺术家发现/预约/支付市场；纹身订单/艺术家收入、平台服务费与设计订阅需拆。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-TATTD-YEAR",
      "companyId": null,
      "title": "Tattd 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/tattd",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "公司主页旧域tattd.co自报Founded2020，现官网故事同创始人Laura Schaack/同业务；精确主体连续和第三方2019差异待核。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-VISTA-HOME",
      "companyId": null,
      "title": "Vista InnoTech Limited 当前业务与访问范围",
      "url": "https://www.vit.com.hk/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "手机相机微型云台防抖组件及控制软件，按硬件产业交付；专利数/防抖倍数为厂商自述，AI核心未证。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-VISTA-YEAR",
      "companyId": null,
      "title": "Vista InnoTech Limited 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/vista-innotech/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "同域公司主页自报Founded2017；2025新奖项/参赛和机器人应用不等新公司或新AI模型。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-YOUNGMINDS-HOME",
      "companyId": null,
      "title": "Young Minds App 当前业务与访问范围",
      "url": "https://www.youngmindsapp.co.uk/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "发现官网本轮仅无正文外壳；家长/孩子数字习惯与安全产品的当前AI实际交付仍待原始可读材料。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-YOUNGMINDS-YEAR",
      "companyId": null,
      "title": "Young Minds App 成立或旧业务线索",
      "url": "https://find-and-update.company-information.service.gov.uk/company/15382154",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "政府登记线索；产品对应待核",
      "summary": "英国YOUNGMINDSAPP LTD 15382154登记2024-01-02，董事Nino Dvalidze与发现创始人名对应；官网无正文，产品与该法律主体直接对应及更早事业仍待补，不先确认为新2025公司。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-ZORASAFE-HOME",
      "companyId": null,
      "title": "ZoraSafe 当前业务与访问范围",
      "url": "https://zorasafe.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "家庭/长者反诈风险提示，含可疑内容检查/家庭口令/社区信息；当前官网明确浏览器和桌面仍开发中且不保证检测。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-ZORASAFE-YEAR",
      "companyId": null,
      "title": "ZoraSafe 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/zorasafe",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "公司主页匹配zorasafe.com并自报Founded2024；.ai新闻页本轮返回无正文，不以新闻搜索缓存当已读全文。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-CALIFICADAS-HOME",
      "companyId": null,
      "title": "Calificadas 当前业务与访问范围",
      "url": "https://www.calificadas.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现官网为组织咨询/培训及CUALY AI自适应沟通/思维训练；旧演讲App与现混合服务并列，课程/人工/软件收入和实际交付仍待核。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-CALIFICADAS-YEAR",
      "companyId": null,
      "title": "Calificadas 成立或旧业务线索",
      "url": "https://newsandviews.vilcap.com/posts/behind-the-scenes-of-latin-american-startups-tech-to-rejuvenate-the-economic-outlook-of-young-people",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "投资/支持机构原始资料",
      "summary": "Village Capital原始2024-06-24介绍链接该官网，回顾2009培训起源和2020数字化，说明2025之前已有业务；2009不直接当现法人成立。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-CAMPUS-HOME",
      "companyId": null,
      "title": "CampusAI 当前业务与访问范围",
      "url": "https://www.campus.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "面向个人/组织的AI技能培训、实践工具及平台；教人用AI不自动等自主基础模型或纯自动SaaS，课程/人工费用需拆。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-CAMPUS-YEAR",
      "companyId": null,
      "title": "CampusAI 成立或旧业务线索",
      "url": "https://lp.campus.ai/organizacja/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "原始组织页列2023年初建立、2023年10月alpha、2024年3月投资，国际CampusAI Holding LLC/波兰CampusAI PSA；不与2020 campusai.com或2025同名校园助手混同。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-GENERALNEURO-HOME",
      "companyId": null,
      "title": "General Neuro 当前业务与访问范围",
      "url": "https://generalneuro.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前NeuroLingo为儿童阅读练习的脑刺激头带/应用，旧成人语言学习用途分开；硬件/临床试点不作软件订阅或已获批准疗效。 官网明确自2024年起制造头带，当前用途与旧成人语言学习分开。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-READMIO-HOME",
      "companyId": null,
      "title": "Readmio 当前业务与访问范围",
      "url": "https://www.readmio.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "家长朗读时触发音效/音乐的故事App及内容服务，面向家庭，不将内容数量或用户量作付费数。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-READMIO-YEAR",
      "companyId": null,
      "title": "Readmio 成立或旧业务线索",
      "url": "https://www.readmio.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "官网关于页展示2021 Startup World Cup/Summit获奖及早期App服务，说明2025前已有业务；不据奖项日期反推精确成立年。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-SUPERTEACHER-HOME",
      "companyId": null,
      "title": "Super Teacher 当前业务与访问范围",
      "url": "https://getsuperteacher.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "学校/家庭交互式AI辅导，按问题调整指导；个性化教育结果和老师证词非本轮独立学习效果测试。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-SUPERTEACHER-YEAR",
      "companyId": null,
      "title": "Super Teacher 成立或旧业务线索",
      "url": "https://www.danmarkowitz.com/super-teacher-for-schools-case-study",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/当事方原始资料",
      "summary": "直接参与者Head of Product/UX案例称2022产品已上线、后扩学校；链接同官网，暂归旧业务，不当精确注册或实际付费规模。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-ZEZEDU-HOME",
      "companyId": null,
      "title": "ZEZEDU Corp. 当前业务与访问范围",
      "url": "https://zezedu.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "学校数学解题过程分析、分层反馈及作业管理，含机构解决方案；学生/学校数量不是公司收入。",
      "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。"
    },
    {
      "id": "TCCONS25-ZEZEDU-YEAR",
      "companyId": null,
      "title": "ZEZEDU Corp. 成立或旧业务线索",
      "url": "https://d2sf.naver.com/en/portfolio/ZEZEDU",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "投资/支持机构原始资料",
      "summary": "投资方NAVER D2SF原始名录列Founded2019、Seed2020；官网也保留2020—2024历史，非2025参赛新成立。",
      "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。"
    },
    {
      "id": "TCCONS25-YOUNGMINDS-OFFICER",
      "companyId": null,
      "title": "Young Minds登记董事对应线索",
      "url": "https://find-and-update.company-information.service.gov.uk/company/15382154/officers",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "政府登记线索",
      "summary": "英国登记董事Nino Dvalidze于2024-01-02任职，与发现创始人姓名对应。",
      "limitation": "不采集住址/出生等无关信息；仍需官网或商店开发者条款把该法人直接对应产品，不把同名猜测当完整全球沿革。"
    },
    {
      "id": "TCCONS25-HOTELTREATS-TERMS",
      "companyId": null,
      "title": "Hotel Treats交易与集团边界",
      "url": "https://www.hoteltreats.com/s/en/terms-of-use/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "条款Hotel Treats Ltd.英国10740788、全资西班牙子公司；酒店为Service Provider，平台为用户和酒店中介及礼券发行方。",
      "limitation": "未取得订单/收入确认底表，礼券面值/酒店成交额不能直接算平台净收入或SaaS ARR。"
    },
    {
      "id": "TCCONS25-TATTD-STORY",
      "companyId": null,
      "title": "Tattd当前域名与创始人",
      "url": "https://tattd.ai/our-story",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现域官方故事列创始人Laura Schaack、Brooklyn及纹身艺术家连接，与旧域公司主页相符。",
      "limitation": "产品/创始人对应不证明法人完整连续；旧创业收购、行业规模与艺术家收入不当平台ARR。"
    },
    {
      "id": "TCAG25-INDEX",
      "companyId": null,
      "title": "2025竞赛农业/食品14项入口",
      "url": "https://techcrunch.com/2025/12/24/the-14-top-agtech-food-tech-startups-from-disrupt-startup-battlefield/",
      "publishedAt": "2025-12-24",
      "accessedAt": "2026-10-31",
      "kind": "媒体候选发现",
      "summary": "本篇14个候选标题逐项登记，主营与年份追下列原始资料。",
      "limitation": "参赛年非成立年；本篇不等全部200或两年档案，保留访问缺项，不以竞赛评价证明技术或财务。"
    },
    {
      "id": "TCAG25-AIO-HOME",
      "companyId": null,
      "title": "ÄIO 当前交付及访问范围",
      "url": "https://aio.bio/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "通过微生物发酵将农业/工业副产物流转为食品、化妆品及工业用油脂原料。",
      "limitation": "原料销售、产能与合作试用数不是SaaS ARR；未证AI主营或独立产能/环境效果。"
    },
    {
      "id": "TCAG25-AIO-YEAR",
      "companyId": null,
      "title": "ÄIO 成立或旧业务线索",
      "url": "https://aio.bio/award/from-a-dream-to-award-winning-skincare/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "2026-10-08公司文章明确2022成立，并描述化妆品原料商品化。",
      "limitation": "原料销售、产能与合作试用数不是SaaS ARR；未证AI主营或独立产能/环境效果。"
    },
    {
      "id": "TCAG25-AQUAWISE-HOME",
      "companyId": null,
      "title": "AquaWise 当前交付及访问范围",
      "url": "https://aquawise.tech/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原域跳转aquawise.ai/en；当前在LINE以语音/照片记录虾塘日志，并提供查询及试点照片估重。",
      "limitation": "旧卫星监测与现LINE助手分开；免费开始、估重示例且误差仍验证，不把采购计划/养殖收入或旧报价当公司ARR。精确注册与2023/2024语义待补。"
    },
    {
      "id": "TCAG25-AQUAWISE-YEAR",
      "companyId": null,
      "title": "AquaWise 成立或旧业务线索",
      "url": "https://aquawise.ai/en/about/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "公司时间线称2023年10月三位联合创始人在曼谷开始AquaWise；研究始于2021不当公司成立。",
      "limitation": "旧卫星监测与现LINE助手分开；免费开始、估重示例且误差仍验证，不把采购计划/养殖收入或旧报价当公司ARR。精确注册与2023/2024语义待补。"
    },
    {
      "id": "TCAG25-CLAVE-HOME",
      "companyId": "TC-CLAVE",
      "title": "Clave 当前交付及访问范围",
      "url": "https://tryclave.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "餐饮连锁AI运营Agent，连接门店系统，查询数据、自动报告并在批准后执行操作。",
      "limitation": "仅公司自述年份，精确注册及旧项目沿革仍待核；品牌标志、融资与门店数量不转为本公司付费数或ARR。"
    },
    {
      "id": "TCAG25-CLAVE-YEAR",
      "companyId": "TC-CLAVE",
      "title": "Clave 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/clave-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "同官网公司公开主页自报Founded2025，团队范围2—10；创始人先前经营的CHURROMANIA不等新公司的客户数或收入。",
      "limitation": "仅公司自述年份，精确注册及旧项目沿革仍待核；品牌标志、融资与门店数量不转为本公司付费数或ARR。"
    },
    {
      "id": "TCAG25-CREDOSENSE-HOME",
      "companyId": null,
      "title": "CredoSense 当前交付及访问范围",
      "url": "https://www.credosense.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "www官网访问失败；无www官方About可读，介绍生理诊断、微气候/根区及病原监测的农业决策工作流。",
      "limitation": "设备、诊断及配套软件分别核合同；AI诊断与准确率宣传未独立验证，不从界面零值推收入或部署为零。"
    },
    {
      "id": "TCAG25-CREDOSENSE-YEAR",
      "companyId": null,
      "title": "CredoSense 成立或旧业务线索",
      "url": "https://credosense.com/about-credosense/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "公司About明确2020成立，最初开发低功耗生物气象传感设备。",
      "limitation": "设备、诊断及配套软件分别核合同；AI诊断与准确率宣传未独立验证，不从界面零值推收入或部署为零。"
    },
    {
      "id": "TCAG25-FORTE-HOME",
      "companyId": null,
      "title": "Forte Biotech 当前交付及访问范围",
      "url": "https://fortebio.tech/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "农场现场DNA提取与LAMP疾病检测平台，面向虾/鱼/猪疾病，包含设备及试剂。",
      "limitation": "快速检测、qPCR一致率与国家数均公司自述；分子检测不自动等AI主营，检测耗材和设备销售不当订阅ARR。"
    },
    {
      "id": "TCAG25-FORTE-YEAR",
      "companyId": null,
      "title": "Forte Biotech 成立或旧业务线索",
      "url": "https://fortebio.tech/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "官方About称2021在新加坡和越南成立，2022首批商用部署。",
      "limitation": "快速检测、qPCR一致率与国家数均公司自述；分子检测不自动等AI主营，检测耗材和设备销售不当订阅ARR。"
    },
    {
      "id": "TCAG25-GENESIS-HOME",
      "companyId": null,
      "title": "Genesis 当前交付及访问范围",
      "url": "https://www.genesis.live/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "土壤测量、风险/健康评价与企业可持续决策平台。",
      "limitation": "测量、采样及分析服务与软件许可需拆；示例土地面积、健康分数与客户环境收益不是公司收入，AI核心仍待核。"
    },
    {
      "id": "TCAG25-GENESIS-YEAR",
      "companyId": null,
      "title": "Genesis 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/genesis-soil-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "同域公司公开主页自报Founded2019，巴黎环境服务业务。",
      "limitation": "测量、采样及分析服务与软件许可需拆；示例土地面积、健康分数与客户环境收益不是公司收入，AI核心仍待核。"
    },
    {
      "id": "TCAG25-GREENY-HOME",
      "companyId": null,
      "title": "Greeny Solutions 当前交付及访问范围",
      "url": "https://greeny-solutions.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网只返回标签管理器外壳；公司公开主页介绍AI与传感设备结合的室内农业自动化。",
      "limitation": "官网无正文，业务据自述主页；软件/设备/安装与持续服务需拆，节能增产效果和实际付费未独立验证。"
    },
    {
      "id": "TCAG25-GREENY-YEAR",
      "companyId": null,
      "title": "Greeny Solutions 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/greeny-solutions-software",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "同域公司公开主页自报Founded2024、Tunis、规模2—10；自填Public Company不当上市证明。",
      "limitation": "官网无正文，业务据自述主页；软件/设备/安装与持续服务需拆，节能增产效果和实际付费未独立验证。"
    },
    {
      "id": "TCAG25-INSTACROPS-HOME",
      "companyId": null,
      "title": "Instacrops 当前交付及访问范围",
      "url": "https://www.instacrops.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网本轮无正文；YC官方描述田间IoT设备、卫星/无人机数据和农业建议平台。",
      "limitation": "YC旧文本中的月收入、农场数及增产率缺业务截至日，且主体在范围外；不能按月收入乘12作两年新公司ARR。"
    },
    {
      "id": "TCAG25-INSTACROPS-YEAR",
      "companyId": null,
      "title": "Instacrops 成立或旧业务线索",
      "url": "https://www.ycombinator.com/companies/instacrops",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "YC官方字段Founded2014、Summer2021、Team34，批次不是成立。",
      "limitation": "YC旧文本中的月收入、农场数及增产率缺业务截至日，且主体在范围外；不能按月收入乘12作两年新公司ARR。"
    },
    {
      "id": "TCAG25-KADEYA-HOME",
      "companyId": null,
      "title": "Kadeya 当前交付及访问范围",
      "url": "https://www.kadeya.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "工作场所可回收瓶装饮料站，提供净水/饮料并回收、清洗、补充瓶具。",
      "limitation": "实体饮料、站点设备及运维收费需拆，循环瓶与自动化不自动证明AI主营；众筹与投资人数不是收入/客户。"
    },
    {
      "id": "TCAG25-KADEYA-YEAR",
      "companyId": null,
      "title": "Kadeya 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/kdy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "同域公司公开主页自报Founded2020，Chicago、规模2—10。",
      "limitation": "实体饮料、站点设备及运维收费需拆，循环瓶与自动化不自动证明AI主营；众筹与投资人数不是收入/客户。"
    },
    {
      "id": "TCAG25-MUI-HOME",
      "companyId": null,
      "title": "MUI Robotics 当前交付及访问范围",
      "url": "https://mui-robotics.asia/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "电子鼻/气味数字化、在线监测及现场检测服务，面向工业、农业、环境等用途。",
      "limitation": "不据第三方2021/2023差异选精确注册年；电子鼻/检测服务不等纯软件ARR，厂商展示未独立测试。"
    },
    {
      "id": "TCAG25-MUI-YEAR",
      "companyId": null,
      "title": "MUI Robotics 成立或旧业务线索",
      "url": "https://mui-robotics.asia/ข่าวสารและกิจกรรม/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "官网新闻记载2024年5月东京/巴黎、6月韩国巡展及2024-08-21研讨会，表明2025前已有同名业务。",
      "limitation": "不据第三方2021/2023差异选精确注册年；电子鼻/检测服务不等纯软件ARR，厂商展示未独立测试。"
    },
    {
      "id": "TCAG25-SHINSTARR-HOME",
      "companyId": null,
      "title": "Shin Starr Robotics 当前交付及访问范围",
      "url": "https://www.shinstarr.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现官网展示OLHSO House全服务餐厅和Express机器人快餐加盟格式，结合餐饮品牌、AI运营与机器人。",
      "limitation": "餐饮/加盟/设备与软件需拆，餐车/新店发布不重置成立年；门店餐饮流水不等机器人软件ARR。"
    },
    {
      "id": "TCAG25-SHINSTARR-YEAR",
      "companyId": null,
      "title": "Shin Starr Robotics 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/shinstarr/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "同域Shin Starr Presents Corp.公司主页自报Founded2019。",
      "limitation": "餐饮/加盟/设备与软件需拆，餐车/新店发布不重置成立年；门店餐饮流水不等机器人软件ARR。"
    },
    {
      "id": "TCAG25-TENSORFIELD-HOME",
      "companyId": null,
      "title": "Tensorfield Agriculture 当前交付及访问范围",
      "url": "https://tensorfield.ag/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "识别密集作物间杂草并以定点热植物油喷射除草的农业机器人，安排田间试验。",
      "limitation": "仅证旧业务非精确注册日；试验、奖项和喷射精度宣传不当独立效能或实际订阅收入。"
    },
    {
      "id": "TCAG25-TENSORFIELD-YEAR",
      "companyId": null,
      "title": "Tensorfield Agriculture 成立或旧业务线索",
      "url": "https://tensorfield.ag/news/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "官网新闻归档含2018-11-08奖学金/驻场及2019原型展示，2024已有机器人田间活动。",
      "limitation": "仅证旧业务非精确注册日；试验、奖项和喷射精度宣传不当独立效能或实际订阅收入。"
    },
    {
      "id": "TCAG25-UNIBAIO-HOME",
      "companyId": null,
      "title": "Unibaio 当前交付及访问范围",
      "url": "https://www.unibaio.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网只可读图片/嵌入视频；会员自述为虾壳副产物制造可降解纳米载体，提高农业化学品利用效率。",
      "limitation": "配方/原料、许可与农化销售不等SaaS；AI核心未证，减量效果为成员自述，具体法人和合同仍缺。"
    },
    {
      "id": "TCAG25-UNIBAIO-YEAR",
      "companyId": null,
      "title": "Unibaio 成立或旧业务线索",
      "url": "https://impulse-foundation.com/solutions/ecosystem/unibaio",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "Solar Impulse成员页检索正文自报2022成立、10人；直达缓存未命中，另以政府2023创业项目材料核实旧业务。",
      "limitation": "配方/原料、许可与农化销售不等SaaS；AI核心未证，减量效果为成员自述，具体法人和合同仍缺。"
    },
    {
      "id": "TCAG25-VERLEY-HOME",
      "companyId": null,
      "title": "Verley 当前交付及访问范围",
      "url": "https://verley-food.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以精密发酵制造乳蛋白食品原料。",
      "limitation": "发酵生产及原料贸易与AI软件分开；食品原料价格、研发计划或环境收益不等软件ARR，未证AI主营。"
    },
    {
      "id": "TCAG25-VERLEY-YEAR",
      "companyId": null,
      "title": "Verley 成立或旧业务线索",
      "url": "https://verley-food.com/mission/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "官网Mission明确2022由Hélène Briand与Stéphane Mac Millan成立。",
      "limitation": "发酵生产及原料贸易与AI软件分开；食品原料价格、研发计划或环境收益不等软件ARR，未证AI主营。"
    },
    {
      "id": "TCAG25-CLAVE-PRICING",
      "companyId": "TC-CLAVE",
      "title": "Clave门店计费与部署层次",
      "url": "https://tryclave.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "前30天原文$0.35覆盖接入门店，此后$199/店/月；10店以上按规模定制，较大客户含人工接入支持或前向部署工程师；FAQ称多数合同六个月、月初收费、无终止费。",
      "limitation": "原文$币种未明确；报价与合同形状不是已实现收入，折扣、调用/人工成本和续费仍待核。"
    },
    {
      "id": "TCAG25-CLAVE-TERMS",
      "companyId": "TC-CLAVE",
      "title": "Clave产品与经营法人边界",
      "url": "https://tryclave.ai/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "2026-05-28更新条款将Clave称Arialy Inc.的DBA产品名，合同与发票使用该法人；平台为餐厅企业员工邀请制。",
      "limitation": "仅厂商条款不等独立注册核验；先前CHURROMANIA或Stuvi业务不自动并入新公司ARR。"
    },
    {
      "id": "TCAG25-AQUAWISE-PROFILE",
      "companyId": null,
      "title": "AquaWise旧主页年份与卫星产品",
      "url": "https://www.linkedin.com/company/aquawise-tech/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "同域公司主页自报Founded2023，旧定位卫星水质订阅，报价499泰铢/莱/月。",
      "limitation": "旧报价非本轮现行合同或实际收入，与现官网LINE免费起步分开；团队范围与关联员工数不是独立人数审计。"
    },
    {
      "id": "TCAG25-AQUAWISE-PRESS",
      "companyId": null,
      "title": "AquaWise媒体年份差异",
      "url": "https://techcrunch.com/2025/10/14/aquawise-will-show-off-its-ai-driven-water-quality-tech-at-techcrunch-disrupt-2025/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "媒体年份交叉核对",
      "summary": "媒体记成立年2024，与公司时间线2023不同。",
      "limitation": "两说均在范围外，但精确法人日期未核；不把研究年份、经营起点和注册混同。"
    },
    {
      "id": "TCAG25-CREDOSENSE-ROOT",
      "companyId": null,
      "title": "CredoSense可读无www官网",
      "url": "https://credosense.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "官方当前说明卫星/雷达及现场生理测量结合诊断，机器学习与农艺Agent形成处方建议。",
      "limitation": "www域失败与无www可读分开；案例准确率和效果未独立核报告，不从动态计数器零值推零业务。"
    },
    {
      "id": "TCAG25-UNIBAIO-2023",
      "companyId": null,
      "title": "Unibaio政府创业项目旧记录",
      "url": "https://buenosaires.gob.ar/sites/default/files/2024-03/Cat%C3%A1logo%202023.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构公开原始资料复核",
      "summary": "布宜诺斯艾利斯2023创业目录列Unibaio、同域名与纳米农业业务。",
      "limitation": "旧项目记录证明早于2025已有业务，不替精确注册日或当前人员/合同；会员页直达缺项保留。"
    },
    {
      "id": "TCSPACE25-INDEX",
      "companyId": null,
      "title": "2025竞赛航天/防务7项入口",
      "url": "https://techcrunch.com/2025/12/27/the-7-top-space-and-defense-tech-startups-from-disrupt-startup-battlefield/",
      "publishedAt": "2025-12-27",
      "accessedAt": "2026-10-31",
      "kind": "媒体候选发现",
      "summary": "本篇7个候选标题逐项登记，并追官网/公司原始年份。",
      "limitation": "仅该篇候选台账，竞赛年不是成立年，不等全部200、两年档案或独立技术财务验证。"
    },
    {
      "id": "TCSPACE25-AIRBILITY-HOME",
      "companyId": null,
      "title": "Airbility 当前交付与访问范围",
      "url": "https://airbility.co.kr/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "首页超时；公司页可读，当前交付定位为空中实体AI、任务支持与物流航空系统。",
      "limitation": "创始人履历、融资/研发支持及产品路线不等付费收入；飞机/设备和配套软件需拆，不据旧媒体双座航空定位替代当前公司描述。"
    },
    {
      "id": "TCSPACE25-AIRBILITY-YEAR",
      "companyId": null,
      "title": "Airbility 成立/沿革线索",
      "url": "https://airbility.co.kr/company/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司/访谈资料",
      "summary": "公司里程碑明确November2023 Company founded。",
      "limitation": "创始人履历、融资/研发支持及产品路线不等付费收入；飞机/设备和配套软件需拆，不据旧媒体双座航空定位替代当前公司描述。"
    },
    {
      "id": "TCSPACE25-ASTRUM-HOME",
      "companyId": null,
      "title": "Astrum Drive Aerospace 当前交付与访问范围",
      "url": "https://astrumdrive.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "电力驱动、无消耗推进剂的航天推进器研发，原型与未来推进器销售/授权、在轨服务计划。",
      "limitation": "公司说明真空/在轨验证尚在后续，TRL6与第三方测力为厂商引述，本轮未取得可复核独立报告；专利、演示、LOI和市场预测不当技术认证或收入，未证AI主营。"
    },
    {
      "id": "TCSPACE25-ASTRUM-YEAR",
      "companyId": null,
      "title": "Astrum Drive Aerospace 成立/沿革线索",
      "url": "https://www.linkedin.com/company/astrum-drive-technologies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司/访谈资料",
      "summary": "同域公司公开主页自报Founded2021、规模11—50。",
      "limitation": "公司说明真空/在轨验证尚在后续，TRL6与第三方测力为厂商引述，本轮未取得可复核独立报告；专利、演示、LOI和市场预测不当技术认证或收入，未证AI主营。"
    },
    {
      "id": "TCSPACE25-CHARTER-HOME",
      "companyId": null,
      "title": "Charter Space 当前交付与访问范围",
      "url": "https://www.charter.space/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网无正文；创始人原始访谈介绍航天项目管理软件Ubik，涵盖需求、设计、项目及流程跟踪与保险。",
      "limitation": "以访谈为业务/年份原始来源，非登记；自述试点与财险合同、保费、经纪净费和软件收入需拆，融资不等ARR。"
    },
    {
      "id": "TCSPACE25-CHARTER-YEAR",
      "companyId": null,
      "title": "Charter Space 成立/沿革线索",
      "url": "https://underline.vc/insurance-charter-space",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司/访谈资料",
      "summary": "2025-11-12 Underline Ventures创始人访谈称2021成立，创始人叙述2022已开展JPL试点。",
      "limitation": "以访谈为业务/年份原始来源，非登记；自述试点与财险合同、保费、经纪净费和软件收入需拆，融资不等ARR。"
    },
    {
      "id": "TCSPACE25-ENDOX-HOME",
      "companyId": null,
      "title": "Endox AI（Boston） 当前交付与访问范围",
      "url": "https://www.endoxai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网称为国防、物流及制造开发实体AI/机器人，核心系统仍在研发和早期部署。",
      "limitation": "原始成立/注册与精确主体待核，留pending-year。厂商SBIR PhaseI和奖励、自述试点/机构计划不作已实现ARR；人员/高校背景不等独立能力验证。"
    },
    {
      "id": "TCSPACE25-ENDOX-YEAR",
      "companyId": null,
      "title": "Endox AI（Boston） 成立/沿革线索",
      "url": "https://www.startupbos.org/post/boston-startups-to-watch-in-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "社区名单二手年份待核",
      "summary": "Startup Boston于2025-12-03社区名单列Founded2025；官网及公司公开主页本轮未见成立年，第三方名录不能替原始成立证明。",
      "limitation": "原始成立/注册与精确主体待核，留pending-year。厂商SBIR PhaseI和奖励、自述试点/机构计划不作已实现ARR；人员/高校背景不等独立能力验证。"
    },
    {
      "id": "TCSPACE25-HANCE-HOME",
      "companyId": null,
      "title": "HANCE 当前交付与访问范围",
      "url": "https://hance.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原域404/www域不可读；公司公开主页描述端侧实时音频增强、降噪/回声处理和分离。",
      "limitation": "不与2003美国IT咨询Hance Inc或2016社交Hance混同；关闭的法律手续和资产转移合同未核。Rapidly另按新法人登记，旧收入/客户不迁移。"
    },
    {
      "id": "TCSPACE25-HANCE-YEAR",
      "companyId": null,
      "title": "HANCE 成立/沿革线索",
      "url": "https://www.linkedin.com/company/hance-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司/访谈资料",
      "summary": "同域Oslo公司公开主页自报Founded2021；后续帖子称January关闭、核心团队收购IP后重启Rapidly。",
      "limitation": "不与2003美国IT咨询Hance Inc或2016社交Hance混同；关闭的法律手续和资产转移合同未核。Rapidly另按新法人登记，旧收入/客户不迁移。"
    },
    {
      "id": "TCSPACE25-SKYLARK-HOME",
      "companyId": null,
      "title": "Skylark Labs 当前交付与访问范围",
      "url": "https://skylarklabs.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现官网展示持续适应模型与实体系统、端侧感知及机器人产品，面向公共安全、基础设施等行业。",
      "limitation": "论文/专利及自述任务成功率不自动等独立产品测试；机器人/设备、许可与项目服务合同待拆，前履历采购预算不是公司收入。"
    },
    {
      "id": "TCSPACE25-SKYLARK-YEAR",
      "companyId": null,
      "title": "Skylark Labs 成立/沿革线索",
      "url": "https://skylarklabs.ai/about-us.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司/访谈资料",
      "summary": "官网创始人故事明确2021 founding Skylark Labs。",
      "limitation": "论文/专利及自述任务成功率不自动等独立产品测试；机器人/设备、许可与项目服务合同待拆，前履历采购预算不是公司收入。"
    },
    {
      "id": "TCSPACE25-SKYLINE-HOME",
      "companyId": null,
      "title": "Skyline Nav AI 当前交付与访问范围",
      "url": "https://www.skylinenav.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Pathfinder导航软件及模拟器，结合视觉、惯性与可用定位信号，面向复杂定位环境。",
      "limitation": "导航/仿真软件与平台集成需拆；客户/伙伴清单不证明付费数，厂商精度、天气适用和部署声明未独立测试。"
    },
    {
      "id": "TCSPACE25-SKYLINE-YEAR",
      "companyId": null,
      "title": "Skyline Nav AI 成立/沿革线索",
      "url": "https://www.linkedin.com/company/skyline-nav-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司/访谈资料",
      "summary": "同域公司公开主页自报Founded2020，Cambridge、规模11—50。",
      "limitation": "导航/仿真软件与平台集成需拆；客户/伙伴清单不证明付费数，厂商精度、天气适用和部署声明未独立测试。"
    },
    {
      "id": "TCSPACE25-CHARTER-JOB",
      "companyId": null,
      "title": "Charter企业招聘中的经纪交付",
      "url": "https://jobs.techstars.com/companies/charter-space-2/jobs/60795120-founding-producer-commercial-lines-space-sector",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "公司招聘说明商业保险经纪获客及交叉销售发射/在轨承保，与技术经纪配合。",
      "limitation": "已关闭职位，工资非收入；保费与经纪净费、软件许可边界未知，不用保险交易总额代ARR。"
    },
    {
      "id": "TCSPACE25-ENDOX-PROFILE",
      "companyId": null,
      "title": "Endox同域公司主页",
      "url": "https://www.linkedin.com/company/endoxai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "Boston、endoxai.com及Blake Dority对应，规模自报2—10；本轮页面无Founded字段。",
      "limitation": "不能把SAM注册、加速器批次、社区2025或LinkedIn关联2人当精确成立和实有人数；不与德国医疗组件企业同名混合。"
    },
    {
      "id": "TCSPACE25-ENDOX-NAMESAKE",
      "companyId": null,
      "title": "同名德国Endox的独立主体排除",
      "url": "https://www.alleima.com/en/news-media/archive/2025/10/endox-rebranded-as-alleima-paving-the-way-for-future-growth/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "Alleima2025-10-08发布说明收购的是德国/波兰医疗组件Endox，2001成立。",
      "limitation": "这不是Boston endoxai.com；该交易、员工、收入和利润均不归AI机器人候选。"
    },
    {
      "id": "TCSPACE25-ASTRUM-EUROPE",
      "companyId": null,
      "title": "Astrum地区主体沿革线索",
      "url": "https://astrumdrive.com/news/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "原站News检索正文2025-01-16称建立Astrum Drive Technologies Europe Srl欧洲总部。",
      "limitation": "直达重读404，保留检索访问限制；地区子公司/总部设立不将旧集团重计为2025新独立公司，精确注册关系和AI作用仍缺。"
    },
    {
      "id": "TCSPACE25-RAPIDLY-HOME",
      "companyId": "TC-RAPIDLY",
      "title": "Rapidly端侧音频SDK",
      "url": "https://www.rapidly.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "实时端侧音频分离SDK与预训练音频模型，支持多种终端；网页提供CPU本地演示入口及试用。",
      "limitation": "仅浏览，未运行演示/安装SDK；10ms、241kb和CPU占用均厂商主张，品牌标志不证明付费。"
    },
    {
      "id": "TCSPACE25-RAPIDLY-TERMS",
      "companyId": "TC-RAPIDLY",
      "title": "Rapidly网站法人/产品许可",
      "url": "https://www.rapidly.io/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "条款列Rapidly Labs AS及组织号937250274；网站、SDK与终端软件分别有许可。",
      "limitation": "网站访问条款不是SDK商业合同；旧HANCE资产承接和收入连续性没有合同证明。"
    },
    {
      "id": "TCSPACE25-RAPIDLY-REG",
      "companyId": "TC-RAPIDLY",
      "title": "Rapidly挪威官方法人登记及原名",
      "url": "https://virksomhet.brreg.no/nb/oppslag/enheter/937250274",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方登记检索正文，直达访问缺项",
      "summary": "挪威官方登记检索正文列同域rapidly.io，Stiftelsesdato2026-02-11、登记2026-02-25；原名JNHS313AS，2026-08-26起Rapidly Labs AS；无登记员工。",
      "limitation": "官方检索正文可读，但直达nb/en缓存未命中，官方API连接重置；不称实时API核验。成立/注册/改名分开，登记员工缺项不当零团队，旧HANCE沿革独立保留。"
    },
    {
      "id": "TCSPACE25-RAPIDLY-PRICING",
      "companyId": "TC-RAPIDLY",
      "title": "Rapidly当前授权与未来订阅",
      "url": "https://www.rapidly.io/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前价格页为需联系的商业离线授权，有水印试用；称按终端用户在线续期订阅为未来计划。",
      "limitation": "无公开金额/合同，不能认定现已实现订阅ARR；许可与头文件已列在线key机制，不足证明该收费已商用。"
    },
    {
      "id": "TCSPACE25-RAPIDLY-REPO",
      "companyId": "TC-RAPIDLY",
      "title": "Rapidly公开SDK分发物",
      "url": "https://github.com/rapidly-labs/rapidly-sdk",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公开技术材料阅读",
      "summary": "官方链接公开仓库列二进制引擎、模型文件、语言绑定/头文件及集成示例。",
      "limitation": "公开可访问分发物不等开源或开放训练权重；本轮只阅读结构和声明，未下载执行，不核性能。"
    },
    {
      "id": "TCSPACE25-RAPIDLY-LICENSE",
      "companyId": "TC-RAPIDLY",
      "title": "Rapidly SDK商业许可身份",
      "url": "https://github.com/rapidly-labs/rapidly-sdk/blob/main/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公开软件许可复核",
      "summary": "v1.1.0协议标2026-09-03，SDK为专有商业软件；离线key可永久或带到期日，另列subscription/activation key及计量。",
      "limitation": "授权机制不等当前付费合同；与价格页“订阅未来计划”保留差异，不用许可期限推ARR。"
    },
    {
      "id": "TCSPACE25-RAPIDLY-HEADER",
      "companyId": "TC-RAPIDLY",
      "title": "Rapidly可读C接口及许可机制",
      "url": "https://raw.githubusercontent.com/rapidly-labs/rapidly-sdk/main/include/RapidlyEngine.h",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公开技术接口阅读",
      "summary": "可读头文件包含模型加载、音频输入输出、延迟信息及离线/在线key、session计量接口。",
      "limitation": "接口声明不是引擎实现、开放权重或本轮运行实测；不执行其安装/构建说明，不把小模型推通用基础模型能力。"
    },
    {
      "id": "TCSPACE25-RAPIDLY-TEAM",
      "companyId": "TC-RAPIDLY",
      "title": "Rapidly团队与法人员工口径",
      "url": "https://www.rapidly.io/company",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网列5名团队成员，含CEO、声音设计/音频负责人和ML工程师。",
      "limitation": "网页团队名册非工资单或实有雇员审计；与登记无员工不硬合并，team保持未知。"
    },
    {
      "id": "TCENERGY25-INDEX",
      "companyId": null,
      "title": "2025清洁能源22项候选入口",
      "url": "https://techcrunch.com/2025/12/27/the-22-top-clean-tech-and-energy-startups-from-disrupt-startup-battlefield/",
      "publishedAt": "2025-12-27",
      "accessedAt": "2026-10-31",
      "kind": "媒体候选发现",
      "summary": "本篇22个候选逐项登记并尝试官网与原始年份资料。",
      "limitation": "只完成该篇台账，不等全部参赛者、两年档案或独立财务技术核验，访问限制与未知保留。"
    },
    {
      "id": "TCENERGY25-ARABAT-HOME",
      "companyId": null,
      "title": "AraBat 当前交付与访问范围",
      "url": "https://arabat.it/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "生物质辅助回收废电池/电子废料中的关键金属，提供来料加工收费、回收材料销售及工艺授权。",
      "limitation": "不能用新美国实体重置旧集团成立；加工净费/材料贸易/许可与软件ARR分开，AI主营未证，降本和回收效果未独立核验。"
    },
    {
      "id": "TCENERGY25-ARABAT-YEAR",
      "companyId": null,
      "title": "AraBat 成立或旧业务线索",
      "url": "https://arabat.it/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "官网称2020团队起步、2022-02-22在Foggia成立AraBat S.r.l.，2026-07设美国AraBat Corporation作扩展。",
      "limitation": "不能用新美国实体重置旧集团成立；加工净费/材料贸易/许可与软件ARR分开，AI主营未证，降本和回收效果未独立核验。"
    },
    {
      "id": "TCENERGY25-ARUNA-HOME",
      "companyId": null,
      "title": "Aruna Revolution 当前交付与访问范围",
      "url": "https://www.arunarevolution.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "可堆肥经期用品实体制造与销售。",
      "limitation": "原料/消费品销售不等软件订阅，AI主营未证；皮肤测试/认证与效果为厂商资料，未独立核验。"
    },
    {
      "id": "TCENERGY25-ARUNA-YEAR",
      "companyId": null,
      "title": "Aruna Revolution 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/arunarevolution",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "同域公司公开主页自报Founded2021，Dartmouth，2—10规模。",
      "limitation": "原料/消费品销售不等软件订阅，AI主营未证；皮肤测试/认证与效果为厂商资料，未独立核验。"
    },
    {
      "id": "TCENERGY25-CARBONBRIDGE-HOME",
      "companyId": null,
      "title": "CarbonBridge 当前交付与访问范围",
      "url": "https://www.carbonbridge.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "面向生物制造的直接气体生物反应器平台及早期接入。",
      "limitation": "设备/工程交付与生产分子价值不是SaaS ARR，倍数生产率是厂商主张；未证AI主营和具体合同。"
    },
    {
      "id": "TCENERGY25-CARBONBRIDGE-YEAR",
      "companyId": null,
      "title": "CarbonBridge 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/carbonbridge",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "同域公司公开主页自报Founded2021，纽约，2—10规模。",
      "limitation": "设备/工程交付与生产分子价值不是SaaS ARR，倍数生产率是厂商主张；未证AI主营和具体合同。"
    },
    {
      "id": "TCENERGY25-CNS-HOME",
      "companyId": null,
      "title": "Carbon Negative Solutions 当前交付与访问范围",
      "url": "https://www.carbonegativesolutions.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自述AI优化工业废物/矿物转为水泥补充材料，配合标准设备生产。",
      "limitation": "客户废物变现/收入增加不归公司ARR；材料、工艺许可和工程合同需拆，AI效果/产能/碳减排未独立测试。"
    },
    {
      "id": "TCENERGY25-CNS-YEAR",
      "companyId": null,
      "title": "Carbon Negative Solutions 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/carbon-negative-solutions-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "同域公司主页自报Founded2023，Somerville，2—10规模。",
      "limitation": "客户废物变现/收入增加不归公司ARR；材料、工艺许可和工程合同需拆，AI效果/产能/碳减排未独立测试。"
    },
    {
      "id": "TCENERGY25-COI-HOME",
      "companyId": null,
      "title": "COI Energy 当前交付与访问范围",
      "url": "https://www.coienergy.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "企业楼宇闲置能源容量识别、调度与变现，虚拟电池网络/需求响应平台。",
      "limitation": "能源容量交易本金、客户收益、平台净费和软件服务需拆；AI作用和实际合同仍待核，电量/装机不年化收入。"
    },
    {
      "id": "TCENERGY25-COI-YEAR",
      "companyId": null,
      "title": "COI Energy 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/coi-energy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "同域公司主页自报Founded2016，Brooklyn，11—50规模。",
      "limitation": "能源容量交易本金、客户收益、平台净费和软件服务需拆；AI作用和实际合同仍待核，电量/装机不年化收入。"
    },
    {
      "id": "TCENERGY25-CORAL-HOME",
      "companyId": null,
      "title": "Coral（coral.li） 当前交付与访问范围",
      "url": "https://www.coral.li/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "企业排放管理、ESG报告与碳抵消工作流，含AI辅助与人工验证。",
      "limitation": "碳信用面值/退休额度与软件净费、咨询及集成费需拆；控制认证和温室气体核算验证不等收入审计，未读取NDA报告。"
    },
    {
      "id": "TCENERGY25-CORAL-YEAR",
      "companyId": null,
      "title": "Coral（coral.li） 成立或旧业务线索",
      "url": "https://www.coral.li/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "公司About明确2022在Dubai成立。",
      "limitation": "碳信用面值/退休额度与软件净费、咨询及集成费需拆；控制认证和温室气体核算验证不等收入审计，未读取NDA报告。"
    },
    {
      "id": "TCENERGY25-EMOBI-HOME",
      "companyId": null,
      "title": "Emobi 当前交付与访问范围",
      "url": "https://www.emobi.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网403；同域公司主页描述跨网络充电接入、自动认证/充电及企业集成平台。",
      "limitation": "不与日本小型EV或其他Emobi同名混同；充电桩数、网络覆盖与交易电费不是平台ARR，实际AI作用与净费合同待核。"
    },
    {
      "id": "TCENERGY25-EMOBI-YEAR",
      "companyId": null,
      "title": "Emobi 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/emobi-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "同域San Francisco公司主页自报Founded2020，11—50规模。",
      "limitation": "不与日本小型EV或其他Emobi同名混同；充电桩数、网络覆盖与交易电费不是平台ARR，实际AI作用与净费合同待核。"
    },
    {
      "id": "TCENERGY25-ENYGY-HOME",
      "companyId": null,
      "title": "EnyGy 当前交付与访问范围",
      "url": "https://www.enygy.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "石墨烯材料、电极膜及超级电容研发制造。",
      "limitation": "自填Public Company不当上市证明；材料/器件收入不等AI订阅，AI核心与寿命/密度效果未独立核验。"
    },
    {
      "id": "TCENERGY25-ENYGY-YEAR",
      "companyId": null,
      "title": "EnyGy 成立或旧业务线索",
      "url": "https://au.linkedin.com/company/enygy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "同域公司主页自报Founded2021，Melbourne，2—10规模。",
      "limitation": "自填Public Company不当上市证明；材料/器件收入不等AI订阅，AI核心与寿命/密度效果未独立核验。"
    },
    {
      "id": "TCENERGY25-GANIGA-HOME",
      "companyId": null,
      "title": "Ganiga Innovation 当前交付与访问范围",
      "url": "https://ganiga.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网无正文；公司主页介绍AI/视觉垃圾监测及优化平台，提供SaaS、HaaS与API形式。",
      "limitation": "硬件设备/租赁、安装和数据软件需分账，环保KPI/客户减费不是自身收入，未独立核部署和视觉效果。"
    },
    {
      "id": "TCENERGY25-GANIGA-YEAR",
      "companyId": null,
      "title": "Ganiga Innovation 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/ganiga",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "同域公司主页自报Founded2021，Cascina，11—50规模，列软件/硬件租赁与API交付。",
      "limitation": "硬件设备/租赁、安装和数据软件需分账，环保KPI/客户减费不是自身收入，未独立核部署和视觉效果。"
    },
    {
      "id": "TCENERGY25-GEMINI-HOME",
      "companyId": null,
      "title": "Gemini Energy 当前交付与访问范围",
      "url": "https://gemini.energy/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "现官网为天然气输入的燃料电池现场电力模块，面向数据中心供电。",
      "limitation": "不把创始人13年旧履历或其他同名能源企业2016归本公司；发电给AI客户不自动证明AI主营，装机容量、融资和能源合同不等软件ARR，保留成立/AI缺项。"
    },
    {
      "id": "TCENERGY25-GEMINI-YEAR",
      "companyId": null,
      "title": "Gemini Energy 成立或旧业务线索",
      "url": "https://www.linkedin.com/posts/nasser-ghorbani-phd_geminienergy-slb-equinor-activity-7303449247692075009-vMHA",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "联合创始人原始公开帖宣布共同创办同域Gemini并讨论电化学氢技术，但本轮正文仅相对时间，未取得明确成立日。",
      "limitation": "不把创始人13年旧履历或其他同名能源企业2016归本公司；发电给AI客户不自动证明AI主营，装机容量、融资和能源合同不等软件ARR，保留成立/AI缺项。"
    },
    {
      "id": "TCENERGY25-HELIX-HOME",
      "companyId": null,
      "title": "Helix Earth 当前交付与访问范围",
      "url": "https://helixearth.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "商业楼宇暖通除湿/通风节能改造设备，兼容既有屋顶空调。",
      "limitation": "硬件改造、安装和持续维护需拆；NASA技术来源、节能和税抵后零首付不是AI主营/软件收入或本轮独立产品验证。"
    },
    {
      "id": "TCENERGY25-HELIX-YEAR",
      "companyId": null,
      "title": "Helix Earth 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/helixearth",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "同域公司主页自报Founded2022，Houston，11—50规模。",
      "limitation": "硬件改造、安装和持续维护需拆；NASA技术来源、节能和税抵后零首付不是AI主营/软件收入或本轮独立产品验证。"
    },
    {
      "id": "TCENERGY25-HKG-HOME",
      "companyId": null,
      "title": "HKG Energy 当前交付与访问范围",
      "url": "https://hkgenergy.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "硅负极材料平台，面向电池生产线，提供材料样品与技术接入。",
      "limitation": "团队旧项目电芯交付数量不归当前公司销量；材料产能、能量密度和成本主张未独立验证，未证AI主营。"
    },
    {
      "id": "TCENERGY25-HKG-YEAR",
      "companyId": null,
      "title": "HKG Energy 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/hkgenergy/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "同域公司主页自报Founded2024，Somerville，11—50规模。",
      "limitation": "团队旧项目电芯交付数量不归当前公司销量；材料产能、能量密度和成本主张未独立验证，未证AI主营。"
    },
    {
      "id": "TCENERGY25-HOMEBOOST-HOME",
      "companyId": null,
      "title": "HomeBoost 当前交付与访问范围",
      "url": "https://www.homeboost.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "家庭热成像评估套件，兼有公用事业借用项目及能源审计人员软件。",
      "limitation": "套件/专家评估、企业项目与专业软件分别记，用户节省/行动率不等公司收入；不只按消费App订阅看单位经济。"
    },
    {
      "id": "TCENERGY25-HOMEBOOST-YEAR",
      "companyId": null,
      "title": "HomeBoost 成立或旧业务线索",
      "url": "https://www.homeboost.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "官网页脚明确HomeBoost Inc. founded2023。",
      "limitation": "套件/专家评估、企业项目与专业软件分别记，用户节省/行动率不等公司收入；不只按消费App订阅看单位经济。"
    },
    {
      "id": "TCENERGY25-HYWATTS-HOME",
      "companyId": null,
      "title": "HyWatts 当前交付与访问范围",
      "url": "https://hywatts.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "模块化可再生能源、氢储能与按需发电系统，面向社区/充电站/数据中心。",
      "limitation": "Power-Plant-in-a-Box设备/项目与能源收费需拆；服务AI数据中心不是AI主营证据，装机/低价预测非收入。"
    },
    {
      "id": "TCENERGY25-HYWATTS-YEAR",
      "companyId": null,
      "title": "HyWatts 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/hywatts",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "同域公司主页自报Founded2023，Berkeley，11—50规模。",
      "limitation": "Power-Plant-in-a-Box设备/项目与能源收费需拆；服务AI数据中心不是AI主营证据，装机/低价预测非收入。"
    },
    {
      "id": "TCENERGY25-KAIO-HOME",
      "companyId": null,
      "title": "Kaio Labs 当前交付与访问范围",
      "url": "https://kaiolabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网404；SOSV投资机构原始名录描述自动实验/概率机器学习协同优化电解系统，将CO2转化为化学品。",
      "limitation": "暂归旧项目范围外，法人/成立与当前交付仍缺；材料/设备/工艺许可不是纯软件ARR，实验最优结果不当独立工业性能验证。"
    },
    {
      "id": "TCENERGY25-KAIO-YEAR",
      "companyId": null,
      "title": "Kaio Labs 成立或旧业务线索",
      "url": "https://sosv.com/company/kaio-labs/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "SOSV同域投资公司名录列HAX Seed2024，作为2025前既有企业项目线索；批次不替精确成立日。",
      "limitation": "暂归旧项目范围外，法人/成立与当前交付仍缺；材料/设备/工艺许可不是纯软件ARR，实验最优结果不当独立工业性能验证。"
    },
    {
      "id": "TCENERGY25-MACRO-HOME",
      "companyId": null,
      "title": "MacroCycle Technologies 当前交付与访问范围",
      "url": "https://macrocycle.tech/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "以专有溶剂与大环化学回收纺织废料，生产聚酯/PET树脂。",
      "limitation": "回收树脂、处理与许可净费需拆，原材料市场/成本节省不是软件收入；未证AI主营或独立制造效率。"
    },
    {
      "id": "TCENERGY25-MACRO-YEAR",
      "companyId": null,
      "title": "MacroCycle Technologies 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/macrocycle-technologies/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "同域公司主页自报Founded2023，Cambridge，11—50规模；公司旧帖亦自述Summer2023。",
      "limitation": "回收树脂、处理与许可净费需拆，原材料市场/成本节省不是软件收入；未证AI主营或独立制造效率。"
    },
    {
      "id": "TCENERGY25-NAMU-HOME",
      "companyId": null,
      "title": "Namu Robotics 当前交付与访问范围",
      "url": "https://namurobotics.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自主/遥操作植树及土地恢复机器人，附现场数据与植被监测。",
      "limitation": "设备、按作业结果服务与数据需拆；土地所有者碳收益、植树生存率/降本是厂商宣传，未核独立或已付费。"
    },
    {
      "id": "TCENERGY25-NAMU-YEAR",
      "companyId": null,
      "title": "Namu Robotics 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/namu-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "同域公司主页自报Founded2024，Orlando，2—10规模。",
      "limitation": "设备、按作业结果服务与数据需拆；土地所有者碳收益、植树生存率/降本是厂商宣传，未核独立或已付费。"
    },
    {
      "id": "TCENERGY25-NAWARE-HOME",
      "companyId": null,
      "title": "Naware 当前交付与访问范围",
      "url": "https://naware.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "安装于既有园林设备的AI识草与定点蒸汽除草系统。",
      "limitation": "新AI产品和“founding investor”融资不重置公司年份；客户节省与股权募资不作ARR，准确率未独立测试。"
    },
    {
      "id": "TCENERGY25-NAWARE-YEAR",
      "companyId": null,
      "title": "Naware 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/naware",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "同域公司主页自报Founded2011，Edina，2—10规模。",
      "limitation": "新AI产品和“founding investor”融资不重置公司年份；客户节省与股权募资不作ARR，准确率未独立测试。"
    },
    {
      "id": "TCENERGY25-SEGURA-HOME",
      "companyId": null,
      "title": "Segura 当前交付与访问范围",
      "url": "https://www.segura-water.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "重金属检测读数器、一次性检测片及现场/云端结果工作流。",
      "limitation": "设备、耗材、固定试点与云软件分账；监管认证仍进行中，不能把筛查/导出报告称已获审批；独立验证主张未核原报告，不作ARR。"
    },
    {
      "id": "TCENERGY25-SEGURA-YEAR",
      "companyId": null,
      "title": "Segura 成立或旧业务线索",
      "url": "https://segura-water.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "官网时间线/FAQ明确2023成立并已有原型/试点；目前试点为通常三个月固定范围收费。",
      "limitation": "设备、耗材、固定试点与云软件分账；监管认证仍进行中，不能把筛查/导出报告称已获审批；独立验证主张未核原报告，不作ARR。"
    },
    {
      "id": "TCENERGY25-SHELLVIVE-HOME",
      "companyId": null,
      "title": "ShellVive 当前交付与访问范围",
      "url": "https://www.shellvive.org/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网404；创始人原始帖子描述将海洋废料用于净水和其他材料用途。",
      "limitation": "保留成立/主体待核，不从科研/孵化起点断定公司年份；AI主营未证，获奖和材料处理效果不是公司ARR。"
    },
    {
      "id": "TCENERGY25-SHELLVIVE-YEAR",
      "companyId": null,
      "title": "ShellVive 成立或旧业务线索",
      "url": "https://www.linkedin.com/posts/yangzhenxiong_shellvive-climateinnovation-oceantech-activity-7326780455247114240-71rH",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "原始沿革列2024-09进入Yale Launchpad、2024-10获气候创新资助、2025-02 MVP；这些是项目/产品节点，未读法人成立年。",
      "limitation": "保留成立/主体待核，不从科研/孵化起点断定公司年份；AI主营未证，获奖和材料处理效果不是公司ARR。"
    },
    {
      "id": "TCENERGY25-WHISPER-HOME",
      "companyId": null,
      "title": "Whisper Energy 当前交付与访问范围",
      "url": "https://www.whisperenergy.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI传感监测楼宇能源浪费，融资/安装改造措施后按已验证节省分成。",
      "limitation": "官网先90天建立基线再谈多年协议；零首付不等零收入/零资本占用，节省分成净额与设备/融资成本不等SaaS ARR。"
    },
    {
      "id": "TCENERGY25-WHISPER-YEAR",
      "companyId": null,
      "title": "Whisper Energy 成立或旧业务线索",
      "url": "https://www.linkedin.com/company/whisper-energy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "同域公司主页自报Founded2023，洛杉矶地区，2—10规模。",
      "limitation": "官网先90天建立基线再谈多年协议；零首付不等零收入/零资本占用，节省分成净额与设备/融资成本不等SaaS ARR。"
    },
    {
      "id": "TCENERGY25-XATOMS-HOME",
      "companyId": null,
      "title": "Xatoms 当前交付与访问范围",
      "url": "https://www.xatoms.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "AI/量子化学辅助发现光催化材料，为工业水处理提供材料及定制解决方案。",
      "limitation": "2023/2024语义及精确注册仍缺，暂归既有业务；材料/项目服务不等AI软件订阅，融资、去污和受益人数不作自身收入。"
    },
    {
      "id": "TCENERGY25-XATOMS-YEAR",
      "companyId": null,
      "title": "Xatoms 成立或旧业务线索",
      "url": "https://www.xatoms.com/team",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资机构原始年份与沿革",
      "summary": "官网团队页保留2024 Sauga Startup Pitch团队照片/经历，说明2025前已有项目；大学资料亦称2023创业。",
      "limitation": "2023/2024语义及精确注册仍缺，暂归既有业务；材料/项目服务不等AI软件订阅，融资、去污和受益人数不作自身收入。"
    },
    {
      "id": "TCENERGY25-MASTER",
      "companyId": null,
      "title": "2025总入口实际链接数与分类对账",
      "url": "https://techcrunch.com/2025/08/27/the-2025-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "publishedAt": "2025-08-27",
      "accessedAt": "2026-10-31",
      "kind": "媒体名单结构核对",
      "summary": "普通HTML请求仅解析名单h2/h3范围公司链接，实际201个唯一URL/15组，标题称200；2025参赛年不替成立年。",
      "limitation": "该计数是本次名单结构读取，不证明全档案、全部新AI公司或201个独立法人。全文只作发现索引，具体业务及年份另追原始来源。"
    },
    {
      "id": "TCMI25-MEDIA-INDEX",
      "companyId": null,
      "title": "2025竞赛后续分类文章候选入口",
      "url": "https://techcrunch.com/2026/01/01/the-top-6-media-entertainment-startups-from-disrupt-startup-battlefield/",
      "publishedAt": "2026-01-01",
      "accessedAt": "2026-10-31",
      "kind": "媒体候选发现",
      "summary": "本篇6项逐项登记，原始业务与年份另查。",
      "limitation": "文章2026发布但所述为2025竞赛，不作2026成立；仅该篇不等总名单，差异另对账。"
    },
    {
      "id": "TCMI25-IND-INDEX",
      "companyId": null,
      "title": "2025竞赛后续分类文章候选入口",
      "url": "https://techcrunch.com/2026/01/02/the-16-top-logistics-manufacturing-materials-startups-from-disrupt-startup-battlefield/",
      "publishedAt": "2026-01-02",
      "accessedAt": "2026-10-31",
      "kind": "媒体候选发现",
      "summary": "本篇16项逐项登记，原始业务与年份另查。",
      "limitation": "文章2026发布但所述为2025竞赛，不作2026成立；仅该篇不等总名单，差异另对账。"
    },
    {
      "id": "TCMI25-ALLTROO-HOME",
      "companyId": null,
      "title": "Alltroo 当前交付与访问范围",
      "url": "https://alltroo.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "慈善抽奖及粉丝互动募款平台，管理奖品与活动参与。",
      "limitation": "慈善募款总额、奖品价值和获奖人数不是平台净收入，AI主营未证，自动抽奖不自动等AI。"
    },
    {
      "id": "TCMI25-ALLTROO-YEAR",
      "companyId": null,
      "title": "Alltroo 成立或沿革线索",
      "url": "https://www.linkedin.com/company/alltroo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同域公司主页自报Founded2021，Minneapolis，11—50范围。",
      "limitation": "慈善募款总额、奖品价值和获奖人数不是平台净收入，AI主营未证，自动抽奖不自动等AI。"
    },
    {
      "id": "TCMI25-METAPYXL-HOME",
      "companyId": null,
      "title": "METAPYXL 当前交付与访问范围",
      "url": "https://www.metapyxl.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "媒体权利与使用权限记录、溯源、水印、匹配监测和许可证据整理。",
      "limitation": "版权收益/客户授权金额不全归平台，权限元数据和C2PA不保证权属或法律效果，未独立测试匹配能力/合同。"
    },
    {
      "id": "TCMI25-METAPYXL-YEAR",
      "companyId": null,
      "title": "METAPYXL 成立或沿革线索",
      "url": "https://www.linkedin.com/company/metapyxl",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同域公司主页自报Founded2019，2—10；公司称AI用于图像匹配/比较和使用复核，而非出售模型。",
      "limitation": "版权收益/客户授权金额不全归平台，权限元数据和C2PA不保证权属或法律效果，未独立测试匹配能力/合同。"
    },
    {
      "id": "TCMI25-NEBULA-HOME",
      "companyId": null,
      "title": "Nebula（nebu.la） 当前交付与访问范围",
      "url": "https://nebu.la/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "首页只返回外壳；官网博客介绍音乐发行前的粉丝份额/版税交易及艺人变现。",
      "limitation": "精确注册/瑞士和美国主体待核，不与同名流媒体混同；歌曲估值、艺人/唱片公司所得、版税分配与平台净费不同，AI核心未由本批原始技术材料验证。"
    },
    {
      "id": "TCMI25-NEBULA-YEAR",
      "companyId": null,
      "title": "Nebula（nebu.la） 成立或沿革线索",
      "url": "https://nebu.la/blog/a-better-deal-for-musicians-and-labels/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "官方2024-10-02创始人访谈已描述同域实际音乐发行案例，非2025新业务。",
      "limitation": "精确注册/瑞士和美国主体待核，不与同名流媒体混同；歌曲估值、艺人/唱片公司所得、版税分配与平台净费不同，AI核心未由本批原始技术材料验证。"
    },
    {
      "id": "TCMI25-ORIANE-HOME",
      "companyId": null,
      "title": "Oriane 当前交付与访问范围",
      "url": "https://www.oriane.xyz/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "社交视频内容检索与数据API，面向品牌/创作者发现、市场和内容分析。",
      "limitation": "年份差异保持待核，不采用版权年份推成立。FormD由公司申报非SEC确认正确；融资出售额、客户品牌和视频覆盖不作ARR。"
    },
    {
      "id": "TCMI25-ORIANE-YEAR",
      "companyId": null,
      "title": "Oriane 成立或沿革线索",
      "url": "https://www.linkedin.com/company/orianexyz",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同域公司主页自报Founded2025；另公司原始FormD申报Delaware2024注册，需拆品牌经营起点和法人日期。",
      "limitation": "年份差异保持待核，不采用版权年份推成立。FormD由公司申报非SEC确认正确；融资出售额、客户品牌和视频覆盖不作ARR。"
    },
    {
      "id": "TCMI25-OTHELIA-HOME",
      "companyId": null,
      "title": "Othelia Technologies 当前交付与访问范围",
      "url": "https://www.othelia.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网不可读；同域公司主页描述Storykeeper叙事结构、故事世界/IP设计和协作工具。",
      "limitation": "故事IP估值、影视产值和创始人旧作品不是平台收入，beta/邀请制不当付费验证，精确法人与合同未核。"
    },
    {
      "id": "TCMI25-OTHELIA-YEAR",
      "companyId": null,
      "title": "Othelia Technologies 成立或沿革线索",
      "url": "https://www.linkedin.com/company/othelia",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同域公司主页自报Founded2021，LosAngeles，11—50；2025 beta发布不等成立。",
      "limitation": "故事IP估值、影视产值和创始人旧作品不是平台收入，beta/邀请制不当付费验证，精确法人与合同未核。"
    },
    {
      "id": "TCMI25-TRANSFORMS-HOME",
      "companyId": null,
      "title": "Transitional Forms 当前交付与访问范围",
      "url": "https://www.transforms.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "Simia实时生成故事引擎，面向儿童/家庭智能电视内容，兼有互动影视、游戏和研究。",
      "limitation": "2300万电视家庭是分发覆盖自述，不等观看/付费用户或ARR；内容制作、IP/技术授权与分发收入需拆，论文/专利未独立测性能。"
    },
    {
      "id": "TCMI25-TRANSFORMS-YEAR",
      "companyId": null,
      "title": "Transitional Forms 成立或沿革线索",
      "url": "https://www.linkedin.com/company/transformsai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同域公司主页自报Founded2018，官网亦列Generative Media Since2018。",
      "limitation": "2300万电视家庭是分发覆盖自述，不等观看/付费用户或ARR；内容制作、IP/技术授权与分发收入需拆，论文/专利未独立测性能。"
    },
    {
      "id": "TCMI25-GIGU-HOME",
      "companyId": null,
      "title": "GigU 当前交付与访问范围",
      "url": "https://www.gigu.app/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "官网跳转gigu.app/br后无正文；公司主页介绍面向网约车/配送员的收入与安全助手，原StopClub品牌。",
      "limitation": "司机赚取金额不归App，公司关联员工数非独立团队审计；UI收益和获奖非自身收入，精确主体与现合同待核。"
    },
    {
      "id": "TCMI25-GIGU-YEAR",
      "companyId": null,
      "title": "GigU 成立或沿革线索",
      "url": "https://www.linkedin.com/company/gigu-app",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "公司主页自报Founded2017、原StopClub，现列gigu.co；旧/现域及品牌沿革留缺。",
      "limitation": "司机赚取金额不归App，公司关联员工数非独立团队审计；UI收益和获奖非自身收入，精确主体与现合同待核。"
    },
    {
      "id": "TCMI25-GLID-HOME",
      "companyId": null,
      "title": "Glīd 当前交付与访问范围",
      "url": "https://glidtech.us/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "公路/铁路双模式物流系统，配合车辆、调度及受监督自主运行的托管服务。",
      "limitation": "车辆、运力托管、人工监督与软件净费需拆，竞赛奖、货值、利用率/减排不是ARR；概念图与当前商用基线分开。"
    },
    {
      "id": "TCMI25-GLID-YEAR",
      "companyId": null,
      "title": "Glīd 成立或沿革线索",
      "url": "https://www.linkedin.com/company/gl%C4%ABd",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同域公司主页自报Founded2022，Riverside，11—50范围。",
      "limitation": "车辆、运力托管、人工监督与软件净费需拆，竞赛奖、货值、利用率/减排不是ARR；概念图与当前商用基线分开。"
    },
    {
      "id": "TCMI25-KINISI-HOME",
      "companyId": null,
      "title": "Kinisi Robotics 当前交付与访问范围",
      "url": "https://www.kinisi.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原域跳转BearRobotics的Kinisi页面后不可读；公司主页介绍轮式机器人及VLA/操控方案。",
      "limitation": "不与同名动画、舞蹈或理疗机构混同；创始人前事业机器人出货量和收购方规模不归Kinisi收入，新产品/收购不重置成立。"
    },
    {
      "id": "TCMI25-KINISI-YEAR",
      "companyId": null,
      "title": "Kinisi Robotics 成立或沿革线索",
      "url": "https://www.linkedin.com/company/kinisi-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同原域公司主页自报Founded2024；后续称Bear已签收购协议/被收购，交割细节待核。",
      "limitation": "不与同名动画、舞蹈或理疗机构混同；创始人前事业机器人出货量和收购方规模不归Kinisi收入，新产品/收购不重置成立。"
    },
    {
      "id": "TCMI25-CLOEE-HOME",
      "companyId": null,
      "title": "CloEE 当前交付与访问范围",
      "url": "https://cloee.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "原域跳转cloee.ai但无正文；公司主页介绍本地工业AI，读取设备数据解释OEE、停机/能耗并提供建议。",
      "limitation": "公司强调建议由团队判断，不等完全自主控制；旧连接经验、客户节省与自填PublicCompany不作当前销量、收入或上市证明。"
    },
    {
      "id": "TCMI25-CLOEE-YEAR",
      "companyId": null,
      "title": "CloEE 成立或沿革线索",
      "url": "https://www.linkedin.com/company/cloeesoftware",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同品牌公司主页自报Founded2023，Helsinki，11—50；SkyDeck24不是成立日。",
      "limitation": "公司强调建议由团队判断，不等完全自主控制；旧连接经验、客户节省与自填PublicCompany不作当前销量、收入或上市证明。"
    },
    {
      "id": "TCMI25-COSMIC-HOME",
      "companyId": "TC-COSMICBRAIN",
      "title": "CosmicBrain AI 当前交付与访问范围",
      "url": "https://www.cosmicbrain.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "当前官网为数据中心现场的受监督人形机器人试点，含机架观察、部件交接及任务/人员时间记录。",
      "limitation": "现站试点仅拟定指标/协议，非已公布部署结果；品牌、自填PublicCompany、第三方数据集/模型评价示例不当付费、上市或自有机器人实测。"
    },
    {
      "id": "TCMI25-COSMIC-YEAR",
      "companyId": "TC-COSMICBRAIN",
      "title": "CosmicBrain AI 成立或沿革线索",
      "url": "https://www.linkedin.com/company/cosmicbrain",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同域公司公开主页自报Founded2025，SanFrancisco，2—10范围，早期定位机器人数据/模型软件。",
      "limitation": "现站试点仅拟定指标/协议，非已公布部署结果；品牌、自填PublicCompany、第三方数据集/模型评价示例不当付费、上市或自有机器人实测。"
    },
    {
      "id": "TCMI25-DELFT-HOME",
      "companyId": null,
      "title": "Delft Circuits 当前交付与访问范围",
      "url": "https://delft-circuits.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "低温/量子设备用超导柔性线缆、互连与集成器件研发制造。",
      "limitation": "器件销量、通道密度和客户系统数不是AI订阅，动态零计数器不当零业务，未证AI主营或独立可靠性。"
    },
    {
      "id": "TCMI25-DELFT-YEAR",
      "companyId": null,
      "title": "Delft Circuits 成立或沿革线索",
      "url": "https://delft-circuits.com/company/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "官网公司故事明确2017由SalBosman和DaanKuitenbrouwer成立。",
      "limitation": "器件销量、通道密度和客户系统数不是AI订阅，动态零计数器不当零业务，未证AI主营或独立可靠性。"
    },
    {
      "id": "TCMI25-EVOLINQ-HOME",
      "companyId": null,
      "title": "Evolinq 当前交付与访问范围",
      "url": "https://evolinq.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "采购Agent读取供应商邮件/文件，跟进订单、匹配发票并更新系统。",
      "limitation": "所管理采购金额/订单价值不归公司收入；奖项覆盖公司收入范围不等Evolinq自报ARR，精确注册/软服合同拆分待核。"
    },
    {
      "id": "TCMI25-EVOLINQ-YEAR",
      "companyId": null,
      "title": "Evolinq 成立或沿革线索",
      "url": "https://evolinq.io/blog/evolinq-wins-top-tech-2024-startup-award",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "公司2025-01-15旧文明确Founded2023，并描述当时已有采购工作流。",
      "limitation": "所管理采购金额/订单价值不归公司收入；奖项覆盖公司收入范围不等Evolinq自报ARR，精确注册/软服合同拆分待核。"
    },
    {
      "id": "TCMI25-EXOMATTER-HOME",
      "companyId": null,
      "title": "ExoMatter 当前交付与访问范围",
      "url": "https://www.exomatter.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "材料筛选/模拟平台，结合科学专家与共同开发项目。",
      "limitation": "软件订阅、专家服务/开发费需拆；客户研发节省/速度和先前科研投入不作收入，模拟不替实物实验验证。"
    },
    {
      "id": "TCMI25-EXOMATTER-YEAR",
      "companyId": null,
      "title": "ExoMatter 成立或沿革线索",
      "url": "https://www.exomatter.ai/our-story/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "官网明确2022由DLR研究分拆、Munich，现20+专业人员为自述。",
      "limitation": "软件订阅、专家服务/开发费需拆；客户研发节省/速度和先前科研投入不作收入，模拟不替实物实验验证。"
    },
    {
      "id": "TCMI25-KAMET-HOME",
      "companyId": null,
      "title": "Kamet AI 当前交付与访问范围",
      "url": "https://kamet.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "工业预测分析与质量问题识别，建议预防方案并跟踪处理，面向制造/仓储。",
      "limitation": "官网行业停机成本/客户损失与恢复时间非公司收入；不把引用Siemens行业报告当独立验证Kamet产品。"
    },
    {
      "id": "TCMI25-KAMET-YEAR",
      "companyId": null,
      "title": "Kamet AI 成立或沿革线索",
      "url": "https://www.linkedin.com/company/kametautomation",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同域公司主页自报Founded2024，SanFrancisco，2—10。",
      "limitation": "官网行业停机成本/客户损失与恢复时间非公司收入；不把引用Siemens行业报告当独立验证Kamet产品。"
    },
    {
      "id": "TCMI25-KOIDRA-HOME",
      "companyId": null,
      "title": "Koidra 当前交付与访问范围",
      "url": "https://www.koidra.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "工业数据、维护/预测建议及自主控制平台，面向温室、制造过程和数据中心。",
      "limitation": "作物产量/农户利润和节能不是平台收入；竞赛与具体控制任务结果不代表所有行业效果，软件与工程/集成费未拆。"
    },
    {
      "id": "TCMI25-KOIDRA-YEAR",
      "companyId": null,
      "title": "Koidra 成立或沿革线索",
      "url": "https://www.koidra.ai/blog/autonomous-greenhouse-challenge-winner-on-the-power-of-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "2021公司原文创始人称2020成立Koidra，将2018前雇主研究竞赛与公司后续业务区分。",
      "limitation": "作物产量/农户利润和节能不是平台收入；竞赛与具体控制任务结果不代表所有行业效果，软件与工程/集成费未拆。"
    },
    {
      "id": "TCMI25-MBODI-HOME",
      "companyId": null,
      "title": "Mbodi AI 当前交付与访问范围",
      "url": "https://mbodi.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "自然语言/演示指导工业机器人学习，配套模型与Agent编排。",
      "limitation": "不重写原YC发现快照；商用合作和开源库不等付费或独立性能，99%正常运行自述待核，软硬/现场工程净费未拆。"
    },
    {
      "id": "TCMI25-MBODI-YEAR",
      "companyId": null,
      "title": "Mbodi AI 成立或沿革线索",
      "url": "https://www.ycombinator.com/companies/mbodi-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "YC官方字段Founded2024、Spring2025、Team6，原发现快照同为2024，批次不替成立。",
      "limitation": "不重写原YC发现快照；商用合作和开源库不等付费或独立性能，99%正常运行自述待核，软硬/现场工程净费未拆。"
    },
    {
      "id": "TCMI25-MYCO-HOME",
      "companyId": null,
      "title": "MycoFutures 当前交付与访问范围",
      "url": "https://www.myco-futures.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "菌丝材料、酒店及工作场所配件，提供样品和定制设计/品牌集成。",
      "limitation": "材料/实物产品与定制服务分开，酒店新增零售机会不是供应商已实现收入；未证AI主营，原皮革应用与现酒店定位分别保留。"
    },
    {
      "id": "TCMI25-MYCO-YEAR",
      "companyId": null,
      "title": "MycoFutures 成立或沿革线索",
      "url": "https://ca.linkedin.com/company/mycofutures",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同域公司主页自报Founded2020，Montreal，2—10范围。",
      "limitation": "材料/实物产品与定制服务分开，酒店新增零售机会不是供应商已实现收入；未证AI主营，原皮革应用与现酒店定位分别保留。"
    },
    {
      "id": "TCMI25-OKOSIX-HOME",
      "companyId": null,
      "title": "OKOsix 当前交付与访问范围",
      "url": "https://www.okosix.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "生物基可降解/可回收材料、口罩/PPE及应用开发和技术许可。",
      "limitation": "原口罩业务出售和新材料IP、原料/消费品/许可需拆，不当SaaS ARR；虽链接AIApp，本批未核其作用和收费。"
    },
    {
      "id": "TCMI25-OKOSIX-YEAR",
      "companyId": null,
      "title": "OKOsix 成立或沿革线索",
      "url": "https://www.linkedin.com/company/okosix",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同域公司主页自报Founded2021；官网另述2020口罩前业务起点，沿革不同语义保留。",
      "limitation": "原口罩业务出售和新材料IP、原料/消费品/许可需拆，不当SaaS ARR；虽链接AIApp，本批未核其作用和收费。"
    },
    {
      "id": "TCMI25-RAVEL-HOME",
      "companyId": null,
      "title": "Ravel 当前交付与访问范围",
      "url": "https://www.ravelfuture.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "混纺纺织品净化回收，分离/去污并提供可再用聚酯原料。",
      "limitation": "旧业务非精确注册年；2025融资不当成立。树脂销售、处理费及工艺授权需拆，投资方成本平价推算非已实现利润或ARR，未证AI主营。"
    },
    {
      "id": "TCMI25-RAVEL-YEAR",
      "companyId": null,
      "title": "Ravel 成立或沿革线索",
      "url": "https://www.ravelfuture.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "官网新闻归档已有2023-03加速器及2023-06循环经济项目获奖。",
      "limitation": "旧业务非精确注册年；2025融资不当成立。树脂销售、处理费及工艺授权需拆，投资方成本平价推算非已实现利润或ARR，未证AI主营。"
    },
    {
      "id": "TCMI25-STRONG-HOME",
      "companyId": null,
      "title": "Strong by Form 当前交付与访问范围",
      "url": "https://strongbyform.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "计算设计与数字制造结合的木基复合结构/材料，面向建筑及移动设备。",
      "limitation": "材料/部件与设计软件授权分开，强度/减排/轻量化为厂商资料；融资、建材项目价值和前职预算不当ARR，AI核心作用待核。"
    },
    {
      "id": "TCMI25-STRONG-YEAR",
      "companyId": null,
      "title": "Strong by Form 成立或沿革线索",
      "url": "https://www.linkedin.com/company/strongbyform",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同域公司主页自报Founded2018，Santiago，11—50范围。",
      "limitation": "材料/部件与设计软件授权分开，强度/减排/轻量化为厂商资料；融资、建材项目价值和前职预算不当ARR，AI核心作用待核。"
    },
    {
      "id": "TCMI25-XRONOS-HOME",
      "companyId": null,
      "title": "Xronos 当前交付与访问范围",
      "url": "https://xronos.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "确定性机器人/自动化软件框架，支持Python/C++、遥测、仿真与部署。",
      "limitation": "开源框架/演示不证明所有系统行为确定或商业收入；付费工具、服务/集成和开源部分边界待核，未执行安装或示例。"
    },
    {
      "id": "TCMI25-XRONOS-YEAR",
      "companyId": null,
      "title": "Xronos 成立或沿革线索",
      "url": "https://www.linkedin.com/company/xronos",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同域公司主页自报Founded2023，Berkeley，2—10范围。",
      "limitation": "开源框架/演示不证明所有系统行为确定或商业收入；付费工具、服务/集成和开源部分边界待核，未执行安装或示例。"
    },
    {
      "id": "TCMI25-HAMILTON-HOME",
      "companyId": null,
      "title": "Hamilton Perkins Collection 当前交付与访问范围",
      "url": "https://hamiltonperkins.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "将广告布、旧制服及剩余纺织料加工为包袋/配件并提供企业定制。",
      "limitation": "实物产品、客户定制和材料研发不等AI订阅；累计设计产品数/合作品牌数非当期销量和收入，AI主营未证。"
    },
    {
      "id": "TCMI25-HAMILTON-YEAR",
      "companyId": null,
      "title": "Hamilton Perkins Collection 成立或沿革线索",
      "url": "https://www.linkedin.com/company/hamilton-perkins-collection",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "同域公司主页自报Founded2014，Techstars24批次与成立分别列示。",
      "limitation": "实物产品、客户定制和材料研发不等AI订阅；累计设计产品数/合作品牌数非当期销量和收入，AI主营未证。"
    },
    {
      "id": "TCMI25-PROSPECTRAL-HOME",
      "companyId": null,
      "title": "Prospectral 当前交付与访问范围",
      "url": "https://www.prospectral.tech/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料复核",
      "summary": "多模态/光谱成像传感器与计算机视觉材料识别技术。",
      "limitation": "精确法人/品牌对应据姓名及Cambridge技术团队；传感/器件、成像软件和试点合同需拆，未独立核精度或AI主模型，注册不证财务。"
    },
    {
      "id": "TCMI25-PROSPECTRAL-YEAR",
      "companyId": null,
      "title": "Prospectral 成立或沿革线索",
      "url": "https://find-and-update.company-information.service.gov.uk/company/13739920",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始年份材料",
      "summary": "CompaniesHouse列ProspectralLtd13739920于2021-11-12注册；创始人GwenhivirWyatt-Moon对应官网团队与登记。",
      "limitation": "精确法人/品牌对应据姓名及Cambridge技术团队；传感/器件、成像软件和试点合同需拆，未独立核精度或AI主模型，注册不证财务。"
    },
    {
      "id": "TCMI25-ORIANE-FORMD",
      "companyId": null,
      "title": "Oriane公司原始FormD注册年",
      "url": "https://www.sec.gov/Archives/edgar/data/2093812/000123191925000431/xslFormDX08/primary_doc.xml",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "CIK2093812公司申报OrianeInc.在Delaware2024注册，JulienRosilio与YuriMihaileanu列相关人员，2025-11-05签署；收入区间拒绝披露。",
      "limitation": "公司申报并非SEC核实正确，名称/创始人对应但成立与经营起点差异待核；证券出售及首售日期不是产品收入。"
    },
    {
      "id": "TCMI25-ORIANE-TERMS",
      "companyId": null,
      "title": "Oriane条款与主体",
      "url": "https://www.oriane.xyz/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "官网条款列Delaware OrianeInc.，平台/API提供视频内容分析，收费依订阅协议或订单。",
      "limitation": "未取得客户合同和财务底表；2025条款更新不替注册日，公开内容索引不等拥有训练/转售权。"
    },
    {
      "id": "TCMI25-COSMIC-EVALS",
      "companyId": "TC-COSMICBRAIN",
      "title": "CosmicBrain拟定试点指标与示例范围",
      "url": "https://www.cosmicbrain.ai/evaluations",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "页面将现场试点指标列为拟定协议；示例分数/置信度和统计规划计算器非其机器人实测，引用开放研究另有范围。",
      "limitation": "不从第三方数据集或评分例图推自有训练数据、部署成功率或可靠性，不升独立测试等级。"
    },
    {
      "id": "TCMI25-COSMIC-SALES",
      "companyId": "TC-COSMICBRAIN",
      "title": "CosmicBrain现场试点范围",
      "url": "https://www.cosmicbrain.ai/sales",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "试点需事先限定任务/硬件/路线与监督职责，记录成功、失败、干预和人员时间；未公开已完成现场结果。",
      "limitation": "收费单位、金额、合同周期、软硬件及现场人工成本未披露，受监督任务完成不能当完全自主。"
    },
    {
      "id": "TCMI25-COSMIC-DOCS",
      "companyId": "TC-COSMICBRAIN",
      "title": "CosmicBrain公开研究入口访问范围",
      "url": "https://www.cosmicbrain.ai/docs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "研究索引列机器人数据评价/技能迁移的预印本及brief入口。",
      "limitation": "仅本轮读取索引，没有逐篇复核数据/代码或重现实验；厂商研究不当独立交付性能。"
    },
    {
      "id": "TCMI25-PROSPECTRAL-OFFICER",
      "companyId": null,
      "title": "Prospectral登记创始人对应",
      "url": "https://find-and-update.company-information.service.gov.uk/officers/WvMpwH2uWNbmzkgpsfe50WqE7ag/appointments",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "GwenhivirWyatt-Moon的官方任职记录列ProspectralLtd13739920，2021-11-12任董事，对应官网团队。",
      "limitation": "仅身份/任职与法人对应，不证当前工资单、技术效能或财务。"
    },
    {
      "id": "TCMI25-RAVEL-INVESTOR",
      "companyId": null,
      "title": "Ravel投资方原始业务沿革",
      "url": "https://www.atoneventures.com/insights/welcome-our-latest-investment-ravel",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "2025-03-10投资方材料称2019起组建团队，描述原料处理和从批次到连续生产的扩张条件。",
      "limitation": "项目起点不等注册；价格平价/COGS与技术经济分析为投资方判断，不当已实现毛利、收入或软件ARR。"
    },
    {
      "id": "TCH25-AKARA-HOME",
      "companyId": null,
      "title": "Akara 当前业务及访问范围",
      "url": "https://www.akara.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "手术室事件感知、排程/报告及服务机器人协调，旧有Violet消毒机器人。",
      "limitation": "现软硬件整套交付与无前期资本开支宣传不确定收费周期/合同；补助、产能目标和客户节省不作ARR。历史消毒验证不外推当前所有Agent能力，本轮未独立测试。"
    },
    {
      "id": "TCH25-AKARA-YEAR",
      "companyId": null,
      "title": "Akara 原始沿革线索",
      "url": "https://www.tcd.ie/news_events/articles/akara-secures-european-innovation-council-funding-to-build-germ-killing-robots-in-dublin/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "Trinity原始2021-10-14材料明确2019校企分拆，非2025新公司。",
      "limitation": "现软硬件整套交付与无前期资本开支宣传不确定收费周期/合同；补助、产能目标和客户节省不作ARR。历史消毒验证不外推当前所有Agent能力，本轮未独立测试。"
    },
    {
      "id": "TCH25-ARMBIONICS-HOME",
      "companyId": null,
      "title": "ArmBionics 当前业务及访问范围",
      "url": "http://armbionics.am",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "机械/肌电上肢假肢、康复及用户/机构支持平台；公司称使用机器学习分类肌肉信号。",
      "limitation": "官网直达502，本批仅搜索缓存可读；假肢销售、康复服务和平台净费未拆。肌电/机器学习描述不当独立临床效能，员工范围11—50不取中点。"
    },
    {
      "id": "TCH25-ARMBIONICS-YEAR",
      "companyId": null,
      "title": "ArmBionics 原始沿革线索",
      "url": "https://www.linkedin.com/company/armbionics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "同域公司主页自报2017成立；媒体另有2019创业说法，精确沿革待核，二者均早于范围。",
      "limitation": "官网直达502，本批仅搜索缓存可读；假肢销售、康复服务和平台净费未拆。肌电/机器学习描述不当独立临床效能，员工范围11—50不取中点。"
    },
    {
      "id": "TCH25-ARTSKIN-HOME",
      "companyId": null,
      "title": "ArtSkin 当前业务及访问范围",
      "url": "https://www.linkedin.com/company/artificialskin/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "用于假肢、机器人及VR/AR的触觉传感与皮肤电刺激反馈接口，准备临床试验。",
      "limitation": "本批读取的是原始公司主页，不拿另一家LinkedIn企业代替；创始人自测原型与准备试验不等临床验证或获批，AI核心作用、具体法人/价格及收入未证。"
    },
    {
      "id": "TCH25-ARTSKIN-YEAR",
      "companyId": null,
      "title": "ArtSkin 原始沿革线索",
      "url": "https://www.linkedin.com/company/artificialskin/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "原始名单直链公司公开主页ArtificialSkin，自报ArtSkin于2024成立，2—10范围。",
      "limitation": "本批读取的是原始公司主页，不拿另一家LinkedIn企业代替；创始人自测原型与准备试验不等临床验证或获批，AI核心作用、具体法人/价格及收入未证。"
    },
    {
      "id": "TCH25-AWEAR-HOME",
      "companyId": null,
      "title": "AWEAR 当前业务及访问范围",
      "url": "http://awear.us",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "耳后EEG消费健康设备及iOS应用，提供压力/情绪状态提示，当前beta销售。",
      "limitation": "现页$195一次性beta套装含终身App使用，原文未明确币种不补USD，不当订阅ARR。未核成交数量/收入，EEG研究级与顾问/合作机构标识不等独立临床诊断或有效性验证。"
    },
    {
      "id": "TCH25-AWEAR-YEAR",
      "companyId": null,
      "title": "AWEAR 原始沿革线索",
      "url": "https://www.linkedin.com/company/awear-technologies-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "同品牌公司主页自报2023；Techstars项目档案同列awear.us及2023，旧域现跳aweartech.com。",
      "limitation": "现页$195一次性beta套装含终身App使用，原文未明确币种不补USD，不当订阅ARR。未核成交数量/收入，EEG研究级与顾问/合作机构标识不等独立临床诊断或有效性验证。"
    },
    {
      "id": "TCH25-AXOFT-HOME",
      "companyId": null,
      "title": "Axoft 当前业务及访问范围",
      "url": "https://axoft.us/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "柔性植入式脑机接口，结合材料、电子、手术工具与信号处理/解码软件。",
      "limitation": "现官网BrainFoundationModel是厂商方案，未核独立性能/商业合同；融资、材料许可/器件与软件净费分开，突破性器械称号不自行当上市批准，本批未查监管注册。"
    },
    {
      "id": "TCH25-AXOFT-YEAR",
      "companyId": null,
      "title": "Axoft 原始沿革线索",
      "url": "https://seas.harvard.edu/news/alumni-profile-paul-le-floch-phd-21",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "HarvardSEAS原始2021-12-16校友材料已描述同名创办人和公司，足证范围前经营；精确法人注册未复核。",
      "limitation": "现官网BrainFoundationModel是厂商方案，未核独立性能/商业合同；融资、材料许可/器件与软件净费分开，突破性器械称号不自行当上市批准，本批未查监管注册。"
    },
    {
      "id": "TCH25-CAREHERO-HOME",
      "companyId": null,
      "title": "Care Hero 当前业务及访问范围",
      "url": "https://www.gocarehero.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "居家照护机构的AI语音招聘：初筛、转录/评分、预约；人工招聘者作最终决定。",
      "limitation": "现按每月AI电话面试量分档订阅，无公开价格；30天试点达标/退款条件非ARR保证。前照护业务工资/家庭付款、创办人招过2000人、客户招工/节省工时不当软件收入；案例为厂商与机构记录，未独立复算。"
    },
    {
      "id": "TCH25-CAREHERO-YEAR",
      "companyId": null,
      "title": "Care Hero 原始沿革线索",
      "url": "https://www.alumni.hbs.edu/news-insights/stories/venture-care-hero",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "2026-03-01HBS校友文章由JamieGong共同署名，明确2024创办；记述由直接照护转B2B平台。",
      "limitation": "现按每月AI电话面试量分档订阅，无公开价格；30天试点达标/退款条件非ARR保证。前照护业务工资/家庭付款、创办人招过2000人、客户招工/节省工时不当软件收入；案例为厂商与机构记录，未独立复算。"
    },
    {
      "id": "TCH25-ARMBIONICS-SCOPE",
      "companyId": null,
      "title": "原始材料访问/对应范围",
      "url": "https://www.armbionics.am/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "搜索缓存可读机械/肌电假肢及康复平台、候补入口；直达返回502，未验证现价或正式交付。",
      "limitation": "缓存与实时访问差异保留，不以可读缓存宣称当前站点完全可用或已收费。"
    },
    {
      "id": "TCH25-AWEAR-SCOPE",
      "companyId": null,
      "title": "原始材料访问/对应范围",
      "url": "https://jobs.techstars.com/companies/awear-technologies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "Techstars原始项目档案列awear.us、2023成立与EEG健康辅导应用，对应旧域/现域公司。",
      "limitation": "加速器档案非工商证明；1—10人数范围和融资阶段不当精确团队/收入，现计费以当前官网另读为准。"
    },
    {
      "id": "TCH25-ARTSKIN-SCOPE",
      "companyId": null,
      "title": "原始材料访问/对应范围",
      "url": "https://www.linkedin.com/posts/artificialskin_artskin-biotech-startup-activity-7366315194056065024-Twis",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料复核",
      "summary": "创始人自述第一触觉原型在自己身上测试，并计划假肢/外骨骼/VR后续应用。",
      "limitation": "个人自测和未来应用不等独立对照试验，未读临床协议/注册记录，不推出安全性、准确率或销售规模。"
    },
    {
      "id": "TCH25-CHE-HOME",
      "companyId": null,
      "title": "Che Innovations Uganda Ltd 当前业务及访问范围",
      "url": "https://cheinnovations.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "原域直达两次超时，搜索缓存官网列NeoNest转运保温设备、CheNest婴儿用品与Matica数学纸牌。",
      "limitation": "官网当前可用性未证；缓存1000+新生儿、100+试点小时与50家庭均厂商自述，不等独立临床结果或收入；纸牌UGX零售价非医疗器械价格，AI主营未由原始技术资料证实。"
    },
    {
      "id": "TCH25-CHE-YEAR",
      "companyId": null,
      "title": "Che Innovations Uganda Ltd 原始沿革线索",
      "url": "https://www.linkedin.com/company/che-innovations",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "公司主页及官网缓存均自报2023；另帖称正式注册两周年，精确注册与项目起点不混同。",
      "limitation": "官网当前可用性未证；缓存1000+新生儿、100+试点小时与50家庭均厂商自述，不等独立临床结果或收入；纸牌UGX零售价非医疗器械价格，AI主营未由原始技术资料证实。"
    },
    {
      "id": "TCH25-ELLUSTROS-HOME",
      "companyId": null,
      "title": "ELLUSTRÖS 当前业务及访问范围",
      "url": "http://ellustros.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "人体比例分析/数字画像与自动化座椅、办公/汽车环境适配，兼具软件/联网硬件与人体工学咨询。",
      "limitation": "官方PDF英/法直达失败，仅搜索索引可读；公司主页亦有2024展会自述，暂按范围前项目排除，不把商标申请当成立证或获批器械/技术验证；家具、API/软件许可和咨询合同未拆，未核价格/ARR。"
    },
    {
      "id": "TCH25-ELLUSTROS-YEAR",
      "companyId": null,
      "title": "ELLUSTRÖS 原始沿革线索",
      "url": "https://ised-isde.canada.ca/opic/recherche-marques/pdf/2358538?lang=fre",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "加拿大官方商标2358538搜索索引列2024-10-28申请，STROMERGONOMICSCORP.dbaELLUSTROS，地址对应公司主页；2024品牌/项目线索，非精确注册年。",
      "limitation": "官方PDF英/法直达失败，仅搜索索引可读；公司主页亦有2024展会自述，暂按范围前项目排除，不把商标申请当成立证或获批器械/技术验证；家具、API/软件许可和咨询合同未拆，未核价格/ARR。"
    },
    {
      "id": "TCH25-ENDLESS-HOME",
      "companyId": null,
      "title": "Endless Health 当前业务及访问范围",
      "url": "https://www.endless.health/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "面向健康服务机构的检测、患者/诊所管理软件、开业战略/网站和医疗负责人匹配支持；旧定位消费者心血管/代谢健康辅导。",
      "limitation": "旧域besthearttest.com与现域/EndlessDx、检测/试验服务的合同主体仍待核；软件支持客户订阅支付不证明供应商本身同口径ARR。检测、人工辅导、开业服务与软件净费须拆，CLIA宣称不证明整个AI系统有效性。"
    },
    {
      "id": "TCH25-ENDLESS-YEAR",
      "companyId": null,
      "title": "Endless Health 原始沿革线索",
      "url": "https://www.linkedin.com/company/endless-health/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "同品牌公司主页自报2022，创办人CooperGalvin/JiabaoLi与现官网About一致；2022家庭事件是创办动机，不单凭动机推注册。",
      "limitation": "旧域besthearttest.com与现域/EndlessDx、检测/试验服务的合同主体仍待核；软件支持客户订阅支付不证明供应商本身同口径ARR。检测、人工辅导、开业服务与软件净费须拆，CLIA宣称不证明整个AI系统有效性。"
    },
    {
      "id": "TCH25-EOS-HOME",
      "companyId": "YC31058",
      "title": "Eos.ai 当前业务及访问范围",
      "url": "https://www.helloeos.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "统一医疗数据、预测并执行保险/账单/转诊等运营流程，需适配既有系统。",
      "limitation": "网页解析工具无正文但普通HTML字段可读，未执行页面脚本。VERA/LUCIA18%增益和界面样例数量不等独立测试/客户规模；医院追回收入不归供应商ARR，实际合同收费和部署成本仍缺。"
    },
    {
      "id": "TCH25-EOS-YEAR",
      "companyId": "YC31058",
      "title": "Eos.ai 原始沿革线索",
      "url": "https://www.ycombinator.com/companies/eos-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "本轮直接读取YC普通HTML的公开description明确Founded2025、AryaKhokhar、2employees；关联既有YC31058，不把Winter2026批次当成立年。",
      "limitation": "网页解析工具无正文但普通HTML字段可读，未执行页面脚本。VERA/LUCIA18%增益和界面样例数量不等独立测试/客户规模；医院追回收入不归供应商ARR，实际合同收费和部署成本仍缺。"
    },
    {
      "id": "TCH25-FOODHEALTH-HOME",
      "companyId": null,
      "title": "Food for Health 当前业务及访问范围",
      "url": "https://foodforhealth.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "以文献和个人健康资料对食物成分评分，消费者App与企业API/白标平台两类交付。",
      "limitation": "不与澳洲同名食品制造商混同；创办人自身指标变化、第三方成分研究及机构标识不等该App独立临床效果。企业授权、消费者订阅与客户商品销售分开，未读取实际现价/客户合同或ARR。"
    },
    {
      "id": "TCH25-FOODHEALTH-YEAR",
      "companyId": null,
      "title": "Food for Health 原始沿革线索",
      "url": "https://gust.com/companies/foodforhealth",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "同域Gust公司自填档案列FoodforHealthLLC、Minneapolis、2022-09成立；LinkedIn同列2022。官网另称2011创建系统，概念/技术沿革与现公司成立不同。",
      "limitation": "不与澳洲同名食品制造商混同；创办人自身指标变化、第三方成分研究及机构标识不等该App独立临床效果。企业授权、消费者订阅与客户商品销售分开，未读取实际现价/客户合同或ARR。"
    },
    {
      "id": "TCH25-GLITCHERS-HOME",
      "companyId": null,
      "title": "GLITCHERS Lab 当前业务及访问范围",
      "url": "http://glitchers.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "SeaHeroQuest游戏采集行为数据，Celest为研究/临床人员提供认知表现分析，并有品牌/科普游戏项目。",
      "limitation": "玩家/国家数量、科研数据量、奖项和客户项目价值不等平台ARR；研究平台、游戏委托/赞助、数据服务与认知评估收入需拆。论文入口未逐篇核，导航任务研究不外推通用诊断有效性，Lab精确法律主体仍缺。"
    },
    {
      "id": "TCH25-GLITCHERS-YEAR",
      "companyId": null,
      "title": "GLITCHERS Lab 原始沿革线索",
      "url": "https://glitchers.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "公司官网时间线列2013工作室成立及2023十周年，足证旧业务；GLITCHERSLab参赛标签不自动视作独立2025新法人。",
      "limitation": "玩家/国家数量、科研数据量、奖项和客户项目价值不等平台ARR；研究平台、游戏委托/赞助、数据服务与认知评估收入需拆。论文入口未逐篇核，导航任务研究不外推通用诊断有效性，Lab精确法律主体仍缺。"
    },
    {
      "id": "TCH25-ELLUSTROS-ABOUT",
      "companyId": null,
      "title": "业务/主体原始对应补充",
      "url": "https://ellustros.com/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "官网说明从人工人体工学评估转向AI身体分析与联网产品适配。",
      "limitation": "无具体成立年、计费单位、精度横测或付费客户底表。"
    },
    {
      "id": "TCH25-ELLUSTROS-PROFILE",
      "companyId": null,
      "title": "业务/主体原始对应补充",
      "url": "https://ca.linkedin.com/company/ellustros",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "公司主页列现域、TheBlueMountains地址、DianaGillstrom及11—50范围，创始人转帖描述2024Elevate展示。",
      "limitation": "展会/专利/补助不当收入，注册起点仍缺；自述人员范围非人数审计，不以主站版权年推成立。"
    },
    {
      "id": "TCH25-ENDLESS-ABOUT",
      "companyId": null,
      "title": "业务/主体原始对应补充",
      "url": "https://www.endless.health/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "现官网创办人/团队与公司公开主页对应，描述2022亲属健康事件后的预防健康/检测/软件服务动机。",
      "limitation": "动机年份不等法人注册；团队履历、前职和退出次数不继承为本公司收入/技术验证。"
    },
    {
      "id": "TCH25-FOODHEALTH-ABOUT",
      "companyId": null,
      "title": "业务/主体原始对应补充",
      "url": "https://foodforhealth.ai/about/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始材料及访问范围复核",
      "summary": "现官网明确企业SaaS/白标平台与消费者扫描评分，另称2011创建系统；品牌/概念起点和2022档案并列。",
      "limitation": "创办人自身案例不是独立对照研究，引用学术机构不推联合试验，实际许可/订阅合同及金额未知。"
    },
    {
      "id": "TCH25-INNOV8-HOME",
      "companyId": null,
      "title": "Innov8 AI 当前业务及访问范围",
      "url": "https://www.innov8ai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "在线叙事监测、主题标记与趋势分析，面向ESG/公共安全；当前主页内容与healthcare标题不同。",
      "limitation": "不与新加坡同名AI咨询公司或Singtel基金混同；期刊入口与待审专利不当独立产品测试，舆情命中/客户损失不作平台收入；合同、价格、API/分析服务占比未核。"
    },
    {
      "id": "TCH25-INNOV8-YEAR",
      "companyId": null,
      "title": "Innov8 AI 原始沿革线索",
      "url": "https://www.innov8ai.com/about.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "官网历史明确2021-10在LosGatos成立，暂归范围外。",
      "limitation": "不与新加坡同名AI咨询公司或Singtel基金混同；期刊入口与待审专利不当独立产品测试，舆情命中/客户损失不作平台收入；合同、价格、API/分析服务占比未核。"
    },
    {
      "id": "TCH25-LEXI-HOME",
      "companyId": null,
      "title": "Lexi AI, Inc. 当前业务及访问范围",
      "url": "https://www.withlexi.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "医疗AI语音口译，面向医疗机构与不同语言患者；现官网/home均403，业务以公司主页及收购方原文交叉。",
      "limitation": "暂列pending-year，未核法人精确成立；非同名YCF25法律/企业软件。Equiti2026-10-28称已收购，收购方Martti的人类口译网络、规模/收入不归Lexi原公司。客户解释时间/节省费用、补助和融资不作LexiARR；未核现行合同计费。"
    },
    {
      "id": "TCH25-LEXI-YEAR",
      "companyId": null,
      "title": "Lexi AI, Inc. 原始沿革线索",
      "url": "https://www.linkedin.com/company/withlexi",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "公司主页自报Founded2025；创始人Harvard共署文章记2024春课堂项目及秋论文创业，2025公司化/项目沿革语义待拆，不定为矛盾或造假。",
      "limitation": "暂列pending-year，未核法人精确成立；非同名YCF25法律/企业软件。Equiti2026-10-28称已收购，收购方Martti的人类口译网络、规模/收入不归Lexi原公司。客户解释时间/节省费用、补助和融资不作LexiARR；未核现行合同计费。"
    },
    {
      "id": "TCH25-MARITEST-HOME",
      "companyId": null,
      "title": "MariTest 当前业务及访问范围",
      "url": "https://www.maritestafrica.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "非侵入、可重复使用的疟疾检测/监测设备，厂商目标为自动检测及用药建议。",
      "limitation": "第三方2023年份与公司2022自述差异未决但均范围前；WHO患病/死亡规模不是产品诊断准确率或销售。临床/监管批准、具体AI任务、政府采购和设备/检测单位计费仍缺，不从合作标识推验证。"
    },
    {
      "id": "TCH25-MARITEST-YEAR",
      "companyId": null,
      "title": "MariTest 原始沿革线索",
      "url": "https://uk.linkedin.com/company/mari-test-africa",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "同域公司主页自报Founded2022，London；官网故事2021患病是动机，非精确注册证。",
      "limitation": "第三方2023年份与公司2022自述差异未决但均范围前；WHO患病/死亡规模不是产品诊断准确率或销售。临床/监管批准、具体AI任务、政府采购和设备/检测单位计费仍缺，不从合作标识推验证。"
    },
    {
      "id": "TCH25-MEO-HOME",
      "companyId": null,
      "title": "Meo Health 当前业务及访问范围",
      "url": "http://www.meohealth.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "面向个人的90天呼吸/HRV训练计划、应用及beta可穿戴设备，并设诊所入口。",
      "limitation": "临床链接为旧Meo/StasisHP呼吸项目99人回顾性便利样本、自报结局，不代表现AI可穿戴设备或广泛疾病疗效。器材、固定疗程、临床/教练服务与续费需拆，无公开可核ARR；HSA/FSA宣传不当疗效或销量证明。"
    },
    {
      "id": "TCH25-MEO-YEAR",
      "companyId": null,
      "title": "Meo Health 原始沿革线索",
      "url": "https://www.linkedin.com/company/meo-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "同域公司主页自报2024；第三方另列2023，精确法人/旧STASIS沿革待核，均范围前。",
      "limitation": "临床链接为旧Meo/StasisHP呼吸项目99人回顾性便利样本、自报结局，不代表现AI可穿戴设备或广泛疾病疗效。器材、固定疗程、临床/教练服务与续费需拆，无公开可核ARR；HSA/FSA宣传不当疗效或销量证明。"
    },
    {
      "id": "TCH25-MONERE-HOME",
      "companyId": null,
      "title": "Monere 当前业务及访问范围",
      "url": "https://www.monere.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "NiADA根据眼睑照片估计血红蛋白并作铁健康趋势提示；官网当前仅跟踪iframe外壳，About搜索缓存有说明。",
      "limitation": "网站缓存非现站正常交付证明；第三方按人数推算的精确年度收入没有合同/财报依据，本批不采。筛查估计、实验室血检和临床诊断分别处理；实际检测/订阅/机构许可计费及人群性能未核。"
    },
    {
      "id": "TCH25-MONERE-YEAR",
      "companyId": null,
      "title": "Monere 原始沿革线索",
      "url": "https://www.linkedin.com/company/monere-corp",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "公司公开主页自报2023、LehiUtah、11—50范围；精确注册未核。",
      "limitation": "网站缓存非现站正常交付证明；第三方按人数推算的精确年度收入没有合同/财报依据，本批不采。筛查估计、实验室血检和临床诊断分别处理；实际检测/订阅/机构许可计费及人群性能未核。"
    },
    {
      "id": "TCH25-NEARWAVE-HOME",
      "companyId": null,
      "title": "NearWave 当前业务及访问范围",
      "url": "https://nearwave.co",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "近红外手持组织成像，面向乳腺癌治疗反应评估与科研；原域本轮超时，大学原始材料描述现有设备。",
      "limitation": "2020研究项目与YC2022字段可能不同语义，非精确注册日；大学描述的研究效果不外推所有临床条件。科研设备/服务与软件净费未拆；奖、融资、研究经费不是ARR，未核当前AI模块或监管销售资格。"
    },
    {
      "id": "TCH25-NEARWAVE-YEAR",
      "companyId": null,
      "title": "NearWave 原始沿革线索",
      "url": "https://precisionhealth.nd.edu/news-events/news/thomas-osullivan-takes-first-tengfei-luo-second-in-1st-source-bank-commercialization-awards/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "NotreDame2023原始材料已列RoyStillwell/ThomasOSullivan创办人及设备；2020同校竞赛原文亦有团队，均范围前。",
      "limitation": "2020研究项目与YC2022字段可能不同语义，非精确注册日；大学描述的研究效果不外推所有临床条件。科研设备/服务与软件净费未拆；奖、融资、研究经费不是ARR，未核当前AI模块或监管销售资格。"
    },
    {
      "id": "TCH25-LEXI-ORIGIN",
      "companyId": null,
      "title": "原始业务沿革/验证范围补充",
      "url": "https://fxb.harvard.edu/blog/2025/06/03/transcending-the-language-barrier-in-healthcare-a-qa-with-siddharth-ur-and-linh-pham/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "创始人LinhPham/SiddharthUR共署2025-06-03访谈，追2024春课堂项目、夏季调研、秋季论文创业及2025MVP试点。",
      "limitation": "项目起点不等法人注册；2025公司主页与2024项目分别保留，待原始注册补证，不据此推财务造假。"
    },
    {
      "id": "TCH25-LEXI-ACQUIRED",
      "companyId": null,
      "title": "原始业务沿革/验证范围补充",
      "url": "https://www.equitihealth.com/news/equiti-acquires-lexi",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "Equiti2026-10-28原始公告称已收购LexiAI，以AI口译结合Martti人类译员网络。",
      "limitation": "未公开交易价/合同底表，本轮未核法律交割；不把集团两十年历史、语言覆盖或收入搬入Lexi。"
    },
    {
      "id": "TCH25-MARITEST-ABOUT",
      "companyId": null,
      "title": "原始业务沿革/验证范围补充",
      "url": "https://www.maritestafrica.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "官网记2021创始人在BussiIsland患病后形成产品动机，随后组队开展非侵入疟疾检测。",
      "limitation": "动机与团队形成不替注册/临床完成；未读验证协议、结果底表或批准记录。"
    },
    {
      "id": "TCH25-MEO-STUDY",
      "companyId": null,
      "title": "原始业务沿革/验证范围补充",
      "url": "https://www.frontiersin.org/journals/rehabilitation-sciences/articles/10.3389/fresc.2024.1411344/full",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "2024原始论文为MeoHealth/原StasisHP呼吸训练99人便利样本的去标识回顾分析及前后自报问卷；92%是自报改善，作者JW曾有StasisHP非财务顾问关系。",
      "limitation": "非当前AI/可穿戴产品的独立随机对照验证；不将自报症状变化当病因逆转或所有慢病效果，未复算原始数据，也不是收入证据。"
    },
    {
      "id": "TCH25-MONERE-ABOUT",
      "companyId": null,
      "title": "原始业务沿革/验证范围补充",
      "url": "https://www.monere.ai/about/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "搜索索引的公司About明确2023与NiADA眼睑照片血红蛋白估计；直达仅跟踪iframe。",
      "limitation": "索引/直达差异保留，无当前完整产品页、合同/ARR或独立监管效能证明。"
    },
    {
      "id": "TCH25-NEARWAVE-ORIGIN",
      "companyId": null,
      "title": "原始业务沿革/验证范围补充",
      "url": "https://esteem.nd.edu/news/2020-mccloskey-new-venture-competition-results/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "NotreDame2020-04-24竞赛原文列RoyStillwell等团队及近红外成像设备项目。",
      "limitation": "仅证范围前项目，不当精确法人注册或当前团队人数；奖金非产品收入，旧设备结果不自动验证现AI。"
    },
    {
      "id": "TCH25-NEURALDRIVE-HOME",
      "companyId": null,
      "title": "Neural Drive 当前业务及访问范围",
      "url": "https://neural-drive-site.vercel.app/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "原始Vercel入口不可达；现neuraldrive.tech为非侵入信号/眨眼辅助沟通设备，用预设消息支持瘫痪者。",
      "limitation": "旧声带微振动/10指令92%与现眨眼98%为不同厂商口径，未独立验证，非通用读心。原价$500与现约SGD2500分开；前事业$10000、补助融资、试用368人不是现ARR；HSA路径进行中不当获批，不与加拿大同名神经刺激公司混同。"
    },
    {
      "id": "TCH25-NEURALDRIVE-YEAR",
      "companyId": null,
      "title": "Neural Drive 原始沿革线索",
      "url": "https://www.linkedin.com/company/neural-drive",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "公司主页列新域、Singapore、Founded2024；创办人CTO个人原文亦记2024-10共同创办，精确注册未读。",
      "limitation": "旧声带微振动/10指令92%与现眨眼98%为不同厂商口径，未独立验证，非通用读心。原价$500与现约SGD2500分开；前事业$10000、补助融资、试用368人不是现ARR；HSA路径进行中不当获批，不与加拿大同名神经刺激公司混同。"
    },
    {
      "id": "TCH25-NUSEUM-HOME",
      "companyId": null,
      "title": "NUSEUM 当前业务及访问范围",
      "url": "https://en.nuseum-lab.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "旧英文站502，根域为Gamma占位；现nuseum.io提供营养规则/证据引擎，拟嵌入医疗、零售、保险等平台。",
      "limitation": "旧健康食品电商、营养API/软件与试点服务需拆。官网称多中心/盲评框架正在建立，不从评审面板/学会合作推出已完成独立临床验证；规则引擎与生成模型分开，合同/价格/ARR未核，非日本同名旅游App。"
    },
    {
      "id": "TCH25-NUSEUM-YEAR",
      "companyId": null,
      "title": "NUSEUM 原始沿革线索",
      "url": "https://history.nuseum.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "现官网链接History列2023-10-23NUSEUMInc.法人设立自述；公司公开主页同列2023，精确注册未独立查。",
      "limitation": "旧健康食品电商、营养API/软件与试点服务需拆。官网称多中心/盲评框架正在建立，不从评审面板/学会合作推出已完成独立临床验证；规则引擎与生成模型分开，合同/价格/ARR未核，非日本同名旅游App。"
    },
    {
      "id": "TCH25-OVUL-HOME",
      "companyId": null,
      "title": "Ovulio Corp.（Ovul） 当前业务及访问范围",
      "url": "https://ovul.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "唾液结晶图像AI解读、周期趋势App与可复用硬件；当前设备含3/6/12个月会员，之后月续。",
      "limitation": "首档$149.99含设备及3月会员，之后$18.99/月；未明确币种不补USD，整单收入不能全当ARR。旧站/博客一次性付费与现续费模式分开；数据点/图像样本口径不同、不等独立效果。结晶代理趋势不当实验室激素实测、获批或诊断；未核续订/退款/实际收入。"
    },
    {
      "id": "TCH25-OVUL-YEAR",
      "companyId": null,
      "title": "Ovulio Corp.（Ovul） 原始沿革线索",
      "url": "https://ovul.ai/ovulation-monitor-story/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "公司故事原文记2022遇到生育困难并创建Ovul，暂按范围前项目/业务归外，非精确法人注册。",
      "limitation": "首档$149.99含设备及3月会员，之后$18.99/月；未明确币种不补USD，整单收入不能全当ARR。旧站/博客一次性付费与现续费模式分开；数据点/图像样本口径不同、不等独立效果。结晶代理趋势不当实验室激素实测、获批或诊断；未核续订/退款/实际收入。"
    },
    {
      "id": "TCH25-PHAROS-HOME",
      "companyId": null,
      "title": "Pharos 当前业务及访问范围",
      "url": "http://pharos.health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "官网解析无正文；官方YC页描述从病历自动抽取指标、质量报告与定位可避免伤害。",
      "limitation": "未执行脚本；本批官网完整产品/报价不可读，不与同名金融或医疗系统混同。节省医院人工、减少伤害目标和融资不作平台收入，前团队服务医院数不继承为当前付费规模，未核独立评测及合同。"
    },
    {
      "id": "TCH25-PHAROS-YEAR",
      "companyId": null,
      "title": "Pharos 原始沿革线索",
      "url": "https://www.ycombinator.com/companies/pharos",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "本轮YC普通HTML公开description列Founded2024、FelixBrann/MatthewJones、5employees；旧2023项目说法与注册语义留缺，范围外。",
      "limitation": "未执行脚本；本批官网完整产品/报价不可读，不与同名金融或医疗系统混同。节省医院人工、减少伤害目标和融资不作平台收入，前团队服务医院数不继承为当前付费规模，未核独立评测及合同。"
    },
    {
      "id": "TCH25-PILLARBIOME-HOME",
      "companyId": null,
      "title": "PillarBiome 当前业务及访问范围",
      "url": "https://www.pillarbiome.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "营养/肠道健康问卷及血检照片上传、健康评分/建议界面，当前有候补入口及自称自有LLM。",
      "limitation": "问卷/血检照片推菌群建议与实测微生物组不同，UI80分/85mgdL是示例不当临床或客户数据；自有LLM/科学支持未有独立复核。检测/咨询、商品推荐与软件许可净费待拆，候补不作付费或ARR。"
    },
    {
      "id": "TCH25-PILLARBIOME-YEAR",
      "companyId": null,
      "title": "PillarBiome 原始沿革线索",
      "url": "https://www.linkedin.com/company/bettermealai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "公司主页明确PillarBiome原BetterMealAI、自报2020，SanJose、2—10范围；品牌改名非2025新成立。",
      "limitation": "问卷/血检照片推菌群建议与实测微生物组不同，UI80分/85mgdL是示例不当临床或客户数据；自有LLM/科学支持未有独立复核。检测/咨询、商品推荐与软件许可净费待拆，候补不作付费或ARR。"
    },
    {
      "id": "TCH25-RADICAIT-HOME",
      "companyId": null,
      "title": "RADiCAIT 当前业务及访问范围",
      "url": "https://radicait.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "InsilicoPET用CT生成PET样功能影像，面向医疗成像/研究流程。",
      "limitation": "不采未确认同域关系的radicait.tech所列2022/准确率，亦不把CardioCapitalRadicaitLLC投资载体2025注册当经营公司。旧官网COO与现访谈名单不同留缺，前公司50人/770M退出不继承。临床试点/付款方验证为厂商自述，本轮未看原协议/数据，软件按扫描/院许可/科研服务合同未知，融资不是ARR。"
    },
    {
      "id": "TCH25-RADICAIT-YEAR",
      "companyId": null,
      "title": "RADiCAIT 原始沿革线索",
      "url": "https://www.techstars.com/blog/startup-spotlight/pet-level-insight-at-ct-scale-a-conversation-with-sean-walsh-ceo-of-radicait",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "Techstars2026-04-29创始人访谈明确Techstars2024项目，足证范围前项目；精确英国/美国法人和创办日期未确认。",
      "limitation": "不采未确认同域关系的radicait.tech所列2022/准确率，亦不把CardioCapitalRadicaitLLC投资载体2025注册当经营公司。旧官网COO与现访谈名单不同留缺，前公司50人/770M退出不继承。临床试点/付款方验证为厂商自述，本轮未看原协议/数据，软件按扫描/院许可/科研服务合同未知，融资不是ARR。"
    },
    {
      "id": "TCH25-SERENE-HOME",
      "companyId": null,
      "title": "Serene Sleep 当前业务及访问范围",
      "url": "https://serenesleep.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "腭部植入器械与一次性微创门诊方案，面向打鼾/睡眠呼吸障碍；现网站招临床研究意向。",
      "limitation": "现官网称即将用于研究患者，未核正式销售、临床结果/监管批准；AI主营未证。一次器械/医疗操作与软件订阅不同，不与新西兰婴幼儿睡眠咨询同名机构混同；投资方标识不当融资实收/收入/技术背书。"
    },
    {
      "id": "TCH25-SERENE-YEAR",
      "companyId": null,
      "title": "Serene Sleep 原始沿革线索",
      "url": "https://www.linkedin.com/company/serene-sleep",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "公司公开主页自报Founded2023、旧域serenesleep.io，ZackBright/KelseySeto，2—10范围。",
      "limitation": "现官网称即将用于研究患者，未核正式销售、临床结果/监管批准；AI主营未证。一次器械/医疗操作与软件订阅不同，不与新西兰婴幼儿睡眠咨询同名机构混同；投资方标识不当融资实收/收入/技术背书。"
    },
    {
      "id": "TCH25-NEURALDRIVE-CURRENT",
      "companyId": null,
      "title": "现域/原始沿革对应补充",
      "url": "https://www.neuraldrive.tech/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "公司公开主页所链现域描述眨眼选预设消息、约SGD2500设备、368人试用及98%指令准确率，自称监管路径进行中。",
      "limitation": "相对未具名竞品的内部横测不是独立验证，样本/分母和故障数据未知；设备报价/筹资不作ARR，未核实际成交或服务净费。"
    },
    {
      "id": "TCH25-NEURALDRIVE-ORIGIN",
      "companyId": null,
      "title": "现域/原始沿革对应补充",
      "url": "https://kaushikmanian456.wixsite.com/mysite/copy-of-internships",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "CTO个人原始履历记2024-10共同创办及CTO角色，与公司2024字段对应。",
      "limitation": "个人履历非工商审计，前项目收入/奖/社团规模不属于现付费业务。"
    },
    {
      "id": "TCH25-NUSEUM-CURRENT",
      "companyId": null,
      "title": "现域/原始沿革对应补充",
      "url": "https://nuseum.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "现官网公司名NUSEUMInc./뉴지엄랩、地址及所链History对应；规则优先、营养证据与模型分开，拟多中心验证。",
      "limitation": "读原站当前材料未执行外部App，旧域/现域迁移据法人名/History和公司主页对应，未独立验证注册或营养效果。"
    },
    {
      "id": "TCH25-HUG-HOME",
      "companyId": null,
      "title": "Some Other Place 当前业务及访问范围",
      "url": "https://www.hugapp.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "Hug真人一对一即时同伴支持/倾听平台，原站403；公司公开主页强调人类交流。",
      "limitation": "真人倾听不等AI伴侣；未证AI核心作用，通话交易/支付倾听者费用与平台净抽佣须拆。仅读取主页未安装App或实际发起对话，无合同价格/ARR，不与同名社会服务机构混同。"
    },
    {
      "id": "TCH25-HUG-YEAR",
      "companyId": null,
      "title": "Some Other Place 原始沿革线索",
      "url": "https://www.linkedin.com/company/some-other-place",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "同域公司主页自报2022成立、2—10范围，暂归范围外。",
      "limitation": "真人倾听不等AI伴侣；未证AI核心作用，通话交易/支付倾听者费用与平台净抽佣须拆。仅读取主页未安装App或实际发起对话，无合同价格/ARR，不与同名社会服务机构混同。"
    },
    {
      "id": "TCH25-SPOT-HOME",
      "companyId": null,
      "title": "SpotitEarly 当前业务及访问范围",
      "url": "http://spotitearly.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "呼气样本分析、犬嗅与AI结合的癌症预筛查；无www原域不可读，www同品牌官网可读。",
      "limitation": "检测套件、样本物流、犬只/实验室操作、临床服务与软件净费须拆；筛查样本/临床招募不当付费用户/ARR。CLIA/拟注册和厂商准确率不替逐项监管/效能复核，本轮未读临床底表或销售合同。"
    },
    {
      "id": "TCH25-SPOT-YEAR",
      "companyId": null,
      "title": "SpotitEarly 原始沿革线索",
      "url": "https://www.linkedin.com/company/spotitearly",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "同品牌公司主页自报Founded2020，Englewood、11—50范围；美国扩张不重置旧业务成立。",
      "limitation": "检测套件、样本物流、犬只/实验室操作、临床服务与软件净费须拆；筛查样本/临床招募不当付费用户/ARR。CLIA/拟注册和厂商准确率不替逐项监管/效能复核，本轮未读临床底表或销售合同。"
    },
    {
      "id": "TCH25-SYBIL-HOME",
      "companyId": null,
      "title": "Sybil Health 当前业务及访问范围",
      "url": "https://sybil.health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "女性中年激素健康，当前提供医生审阅问卷、消息咨询/视频就诊，AI用于研究/洞察，医生主导。",
      "limitation": "当前消息咨询首2000人$39.99/常价99，视频$59.99/常价179，币种未明不补USD；首2000为报价适用上限非已成交人数。按次医生服务与软件/诊疗净费未拆，不与MIT同名肺癌模型或LiberHealth身份网络混同；论文/AI临床效能未独立验证。"
    },
    {
      "id": "TCH25-SYBIL-YEAR",
      "companyId": null,
      "title": "Sybil Health 原始沿革线索",
      "url": "https://www.linkedin.com/company/sybil-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "公司主页无Founded字段；第三方2023不可替原始注册，旧活动与2025上线也不单独确定成立，保留待核。",
      "limitation": "当前消息咨询首2000人$39.99/常价99，视频$59.99/常价179，币种未明不补USD；首2000为报价适用上限非已成交人数。按次医生服务与软件/诊疗净费未拆，不与MIT同名肺癌模型或LiberHealth身份网络混同；论文/AI临床效能未独立验证。"
    },
    {
      "id": "TCH25-VITAL-HOME",
      "companyId": null,
      "title": "Vital Audio 当前业务及访问范围",
      "url": "http://www.vitalaudio.io",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "Sonometrik语音生物声学健康指标提取，面向医疗远程监测，不额外要求可穿戴设备。",
      "limitation": "官网FDAExempt与公司主页FDA安全批准措辞不同，本批未查监管原始记录不宣称正式批准；96%等为厂商指标未独立核。ROI计算器客户节省不作供应商收入；API/按次、机构许可与集成服务未知，不与音乐合成器/电缆同名品牌混同。"
    },
    {
      "id": "TCH25-VITAL-YEAR",
      "companyId": null,
      "title": "Vital Audio 原始沿革线索",
      "url": "https://entrepreneur.nyu.edu/blog/2025/12/05/beyond-the-bench-vital-audio-turns-the-human-voice-into-a-powerful-biomarker/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "NYU原始创业访谈明确NyamitseCalvinMahinda/HarshSonthalia于2022注册，同域公司主页亦2022。",
      "limitation": "官网FDAExempt与公司主页FDA安全批准措辞不同，本批未查监管原始记录不宣称正式批准；96%等为厂商指标未独立核。ROI计算器客户节省不作供应商收入；API/按次、机构许可与集成服务未知，不与音乐合成器/电缆同名品牌混同。"
    },
    {
      "id": "TCH25-VIZQ-HOME",
      "companyId": null,
      "title": "VIZQ Technologies, Inc. 当前业务及访问范围",
      "url": "https://www.vizq.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "特殊教育/OTSLPABA诊所的VR技能练习、记录、AI文书与账单工作流，须临床人员签署。",
      "limitation": "主页2026诊所免付费宣传不等已订阅或全业务零收入；回收医保索赔/学校资金不是平台净收入。软件/硬件与文书/计费服务收费待拆，未读独立疗效或合规审计，不采聚合站无原始凭证的十亿美元估值/融资。"
    },
    {
      "id": "TCH25-VIZQ-YEAR",
      "companyId": null,
      "title": "VIZQ Technologies, Inc. 原始沿革线索",
      "url": "https://www.linkedin.com/company/vizq-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "同域公司主页自报2022，NewportBeach，2—10范围，暂归范围外。",
      "limitation": "主页2026诊所免付费宣传不等已订阅或全业务零收入；回收医保索赔/学校资金不是平台净收入。软件/硬件与文书/计费服务收费待拆，未读独立疗效或合规审计，不采聚合站无原始凭证的十亿美元估值/融资。"
    },
    {
      "id": "TCH25-VOCADIAN-HOME",
      "companyId": null,
      "title": "Vocadian 当前业务及访问范围",
      "url": "https://www.vocadian.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "语音/多模态信号分析疲劳风险，面向运输、矿业等一线作业组织，配移动/固定点部署。",
      "limitation": "行业事故/1400亿美元损失不归公司收入；MIT支持、已完成演示与约定PoC不等付费/成果实测。厂商客户证言非独立验证，按人/部署/调用收费及集成服务占比待核，HarvardMIT背景不等校方担保疗效。"
    },
    {
      "id": "TCH25-VOCADIAN-YEAR",
      "companyId": null,
      "title": "Vocadian 原始沿革线索",
      "url": "https://jobs.techstars.com/companies/vocadian-2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "Techstars原始档案及同域公司主页均自报2023成立，Boston，人数范围不取中点。",
      "limitation": "行业事故/1400亿美元损失不归公司收入；MIT支持、已完成演示与约定PoC不等付费/成果实测。厂商客户证言非独立验证，按人/部署/调用收费及集成服务占比待核，HarvardMIT背景不等校方担保疗效。"
    },
    {
      "id": "TCH25-YUZI-HOME",
      "companyId": null,
      "title": "Yuzi Care 当前业务及访问范围",
      "url": "https://www.yuzicare.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "产前/产后照护匹配、到家/远程doula及照护团队协调；早期酒店产后休养与现到家平台分别列。",
      "limitation": "家庭照护总付、酒店/护理支出、保险报销与平台净费须拆；真人服务不按纯SaaS毛利推断。92%改善为厂商自述非独立临床结果，现AI作用/合同、许可/佣金计费和ARR未知，不采聚合站误写创始人/成立的推断。"
    },
    {
      "id": "TCH25-YUZI-YEAR",
      "companyId": null,
      "title": "Yuzi Care 原始沿革线索",
      "url": "https://www.linkedin.com/company/yuzicare",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "同域公司主页自报2023，Seattle，2—10范围；官网创始人StephineyFoley对应。",
      "limitation": "家庭照护总付、酒店/护理支出、保险报销与平台净费须拆；真人服务不按纯SaaS毛利推断。92%改善为厂商自述非独立临床结果，现AI作用/合同、许可/佣金计费和ARR未知，不采聚合站误写创始人/成立的推断。"
    },
    {
      "id": "TCH25-ZEMI-HOME",
      "companyId": null,
      "title": "Zemi Labs Inc. 当前业务及访问范围",
      "url": "http://www.zemilabs.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "导电水性墨水印刷在服装，采集身体电信号，用于科研和健康监测；传感衣/数据平台。",
      "limitation": "衣物/传感器、数据软件与科研服务须拆；UConn称首个付费试点但无金额和续订口径，不能年化ARR。专利/原型/论文及传感采集不等AI核心或诊疗验证，未核监管/独立性能/客户合同。"
    },
    {
      "id": "TCH25-ZEMI-YEAR",
      "companyId": null,
      "title": "Zemi Labs Inc. 原始沿革线索",
      "url": "https://www.zemilabs.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "现官网明确2021研究、2022JohnToribio与KyleMahoney相识，2023共同成立ZemiLabsInc.，不以研究年替成立。",
      "limitation": "衣物/传感器、数据软件与科研服务须拆；UConn称首个付费试点但无金额和续订口径，不能年化ARR。专利/原型/论文及传感采集不等AI核心或诊疗验证，未核监管/独立性能/客户合同。"
    },
    {
      "id": "TCH25-SPOT-CURRENT",
      "companyId": null,
      "title": "现行交付/机构原始补充",
      "url": "https://www.spotitearly.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "www同品牌站可读，列呼气样本、犬嗅/AI、检测和研究入口，原无www不可读保留。",
      "limitation": "未逐篇核临床研究、当前可销售范围或监管记录，营销/机构标识不证明付费及独立效能。"
    },
    {
      "id": "TCH25-SYBIL-CARE",
      "companyId": null,
      "title": "现行交付/机构原始补充",
      "url": "https://sybil.health/care-options",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "医生审阅消息咨询首2000人39.99/常价99，视频59.99/常价179；后续随访仍ComingSoon。",
      "limitation": "仅为现价$且币种不明，不等成交/ARR，不把2000上限算客户数；临床人工和软件净费、药费未拆。"
    },
    {
      "id": "TCH25-VOCADIAN-MIT",
      "companyId": null,
      "title": "现行交付/机构原始补充",
      "url": "https://ilp.mit.edu/sites/default/files/2025-09/Impact-Report-V.3_25_web.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "MIT原始2025影响报告称与美国医疗企业演示完成、与矿业企业约定PoC，YujieWang背景。",
      "limitation": "演示/约定试点非已实现营收，未披露合同金额或独立验证，不以MIT年份2022替公司成立。"
    },
    {
      "id": "TCH25-ZEMI-UCONN",
      "companyId": null,
      "title": "现行交付/机构原始补充",
      "url": "https://polymer.ims.uconn.edu/author/rhw10002/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/机构原始资料及访问范围复核",
      "summary": "UConn2026-01-12原始材料指JohnToribio/KyleMahoney、2024竞赛胜出后获得首个付费试点、9件原型衣。",
      "limitation": "无试点金额/期限/重复收入，原型数不等销量，不能把付费试点总额年化ARR；未独立验证AI用途。"
    },
    {
      "id": "TCAL25-MUI",
      "companyId": null,
      "title": "MUI Robotics 原名单链接与当前主体对应",
      "url": "https://mui-robotics.asia/en/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始网址及机构反链核查",
      "summary": "原名单/en/可读，MUIRobotics品牌、电子鼻/电子舌/工业传感、sales@mui-robotics.com与根域候选业务及团队对应，属于语言路径差异。",
      "limitation": "仅确认原名单网页到既有候选业务对应，不独立确认精确法人/注册、检测性能或收费。"
    },
    {
      "id": "TCAL25-MENDO",
      "companyId": null,
      "title": "Mendo 原名单链接与当前主体对应",
      "url": "https://mendo.cloud/en",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始网址及机构反链核查",
      "summary": "原名单/en请求实际跳转mendo.cloud/根域；现为企业GenAI采用、培训及Agent治理方案。",
      "limitation": "网址跳转不验证原2021成立或实际收入；客户采用率/节省不作供应商ARR，培训与软件收费须拆。"
    },
    {
      "id": "TCAL25-CASHEW-HOME",
      "companyId": null,
      "title": "Cashew Research 原名单链接与当前主体对应",
      "url": "https://www.cashewresearch.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始网址及机构反链核查",
      "summary": "原名单根域可读，并直接About链接既有候选/about；真人受访者研究、平台及CashewCollective对应。",
      "limitation": "路径对应不等工商核验，真人招募/激励、研究人工与软件净费待拆，不将受访人数或客户销售当平台ARR。"
    },
    {
      "id": "TCAL25-CASHEW-ABOUT",
      "companyId": null,
      "title": "Cashew Research 原名单链接与当前主体对应",
      "url": "https://www.cashewresearch.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始网址及机构反链核查",
      "summary": "从根域About点击进入同一候选/about路径，品牌/市场研究团队一致。",
      "limitation": "2018公司自述与精确注册仍分开；不与CashewLabs混同，未核合同/ARR或独立研究质量。"
    },
    {
      "id": "TCAL25-DOBS-HOME",
      "companyId": null,
      "title": "Dobs AI 原名单链接与当前主体对应",
      "url": "http://dobs.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始网址及机构反链核查",
      "summary": "原名单原域仅可读标题DobsAI/ReviewReadyFinancialWork、无正文，不能称本轮完整读官网。",
      "limitation": "主体对应由公司原始LinkedIn显式反链另证；99%准确率/审计合规为自述未独立核，客户财务材料不是公司收入。"
    },
    {
      "id": "TCAL25-DOBS-PROFILE",
      "companyId": null,
      "title": "Dobs AI 原名单链接与当前主体对应",
      "url": "https://www.linkedin.com/company/dobs-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始网址及机构反链核查",
      "summary": "既有候选公司主页明确官网https://dobs.ai/，2024成立，金融尽调/现金证明/工作资本/EBITDA工作簿交付，与原域标题一致。",
      "limitation": "明确网页反链可解决网址对应，不替法律实体/成立独立核实。按合同拆软件与尽调服务，交易额及前雇主客户不作ARR。"
    },
    {
      "id": "TCAL25-HYPER-YC",
      "companyId": "YC30879",
      "title": "Hypercubic 原名单链接与当前主体对应",
      "url": "https://www.ycombinator.com/companies/hypercubic",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始网址及机构反链核查",
      "summary": "本轮YC普通HTML公开website字段为https://www.hypercubic.ai/，description2025成立、SaiGurrapu/AayushNaik、3人，与既有YC30879一致。",
      "limitation": "网页工具无正文，普通HTML字段可读未执行脚本；批次不替成立，性能/付费未独立核。"
    },
    {
      "id": "TCAL25-HYPER-HOME",
      "companyId": "YC30879",
      "title": "Hypercubic 原名单链接与当前主体对应",
      "url": "http://hypercubic.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始网址及机构反链核查",
      "summary": "原域跳https://www.hypercubic.ai/；当前主机/COBOL开发现代化、业务逻辑抽取及Hopper工具，与YC业务对应。",
      "limitation": "域名+YC字段关联确认不等法律注册/商业规模，企业信任标识和工具演示不当实测或合同收入。"
    },
    {
      "id": "TCAL25-BILLOW-YC",
      "companyId": null,
      "title": "Billow AI Labs 原名单链接与当前主体对应",
      "url": "https://www.ycombinator.com/companies/billow-ai-labs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始网址及机构反链核查",
      "summary": "YC普通HTML公开website字段直接列https://thebillow.ai/，JoanathanMcIntosh/PhilipMoniaga、成立字段仍为空。",
      "limitation": "仅解决原域到YC候选对应；Summer2026与2025发现不推成立年，团队0为目录字段不可当实际无人运营，待核状态保留。"
    },
    {
      "id": "TCAL25-BILLOW-HOME",
      "companyId": null,
      "title": "Billow AI Labs 原名单链接与当前主体对应",
      "url": "https://thebillow.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始网址及机构反链核查",
      "summary": "原域当前财务自动化、ERP月结和人工审批，既有官网/条款BillowLabsInc.对应YC会计/FP&A交付范围。",
      "limitation": "首页YC徽标仅链YC首页，不单凭徽标认定入选；网站对应由YC反链证实。软件/代理服务实际合同拆分，待核年份不变，客户账目/旧创业交易量非ARR。"
    },
    {
      "id": "TCAL25-PLURALL-INFO",
      "companyId": null,
      "title": "Plurall AI 原名单链接与当前主体对应",
      "url": "https://www.plurall.info/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始网址及机构反链核查",
      "summary": "既有候选.info的GetStarted明确链原名单plurall.ai，品牌/深伪检测相符；页面演示概率与行业损失分开。",
      "limitation": "反链可解决网页对应，不能证明精确法人/算法质量；93%总体准确率和现分切片口径不同，未独立复测。"
    },
    {
      "id": "TCAL25-PLURALL-AI",
      "companyId": null,
      "title": "Plurall AI 原名单链接与当前主体对应",
      "url": "http://plurall.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始网址及机构反链核查",
      "summary": "原名单.ai可读，为多模态深伪取证、证据解释及人工复核，链接plurall.tech文档/试用。",
      "limitation": "仅读首页未逐篇核论文/开源/验证切分，不能升级独立测试；API与人工审查/服务实际收费未知，行业欺诈损失不作收入。"
    },
    {
      "id": "TCAL25-SAVE-HOME",
      "companyId": null,
      "title": "Perfingo 原名单链接与当前主体对应",
      "url": "https://www.savefirst.app/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始网址及机构反链核查",
      "summary": "原名单Perfingo所挂域现为SaveFirst财务计划/支出App，页脚TeakSoftwareStudioLLC，候补入口，未见Perfingo对应。",
      "limitation": "原网址不可只按旧名单标题与新产品同类业务认同；保留迁移/转手/名单旧链接等可能，不确认二者同主体、不继承2022或Perfingo报价。"
    },
    {
      "id": "TCAL25-SAVE-PRIVACY",
      "companyId": null,
      "title": "Perfingo 原名单链接与当前主体对应",
      "url": "https://www.savefirst.app/privacy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始网址及机构反链核查",
      "summary": "当前条款2026-09-05列TexasTEAKSOFTWARESTUDIOLLC运营；当前规则式语音解析，外部AI后备未启用，称App当前不销售。",
      "limitation": "政策日期非成立日，未独立查Texas注册或新旧域历史；此材料只属于当前SaveFirst，不能验证Perfingo收入或推完全无营收。待核关联保留，不把网页示例余额当收入。"
    },
    {
      "id": "TC26AG-INDEX",
      "companyId": null,
      "title": "2026竞赛总入口与抽取边界",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "只在名单h2段内按h3与外部公司锚点抽取；具名201唯一URL，另3空锚（总204锚/203唯一URL）分列，标题200。",
      "limitation": "名单年非成立年，包含非AI和旧公司；空锚不凭域名猜公司，普通请求403后正常浏览器请求头可读，网页工具缓存与原HTML呈现差异保留。"
    },
    {
      "id": "TC26AG-CANOPII-HOME",
      "companyId": null,
      "title": "Canopii 当前业务与访问范围",
      "url": "https://www.canopii.us/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "自动化温室、机器人种植与本地农产品供应；设备/农场系统及所种产出分开。",
      "limitation": "申报不是SEC确认正确；温室产能、农户利润、筹资和成本节省不当软件ARR。硬件、安装/种植运营/农产品、租赁与软件净费未拆，不把自主化描述当独立实测。"
    },
    {
      "id": "TC26AG-CANOPII-YEAR",
      "companyId": null,
      "title": "Canopii 原始年份或缺项",
      "url": "https://www.sec.gov/Archives/edgar/data/1928990/000192899023000001/xslFormDX08/primary_doc.xml",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "原始FormD/A公司申报CanopiiInc.Oregon2021，DavidAshton/JustinGravett对应；公司主页亦2021，非2026新成立。",
      "limitation": "申报不是SEC确认正确；温室产能、农户利润、筹资和成本节省不当软件ARR。硬件、安装/种植运营/农产品、租赁与软件净费未拆，不把自主化描述当独立实测。"
    },
    {
      "id": "TC26AG-DELIGHT-HOME",
      "companyId": null,
      "title": "Delight Food Inc. 当前业务与访问范围",
      "url": "https://delightfood.co.kr/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "通过微细膳食纤维结构/化学加工制作植物性肉类原料与替代食品。",
      "limitation": "AI主营未由原始技术材料证实，原料/配方或工艺许可与食品实物收入不当软件ARR；合作机构、专利和技术示意图非独立效果/财务证明，未核合同。"
    },
    {
      "id": "TC26AG-DELIGHT-YEAR",
      "companyId": null,
      "title": "Delight Food Inc. 原始年份或缺项",
      "url": "https://kr.linkedin.com/company/delightfood",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "同品牌Pohang公司主页自报2023成立，2—10范围，非2026新成立。",
      "limitation": "AI主营未由原始技术材料证实，原料/配方或工艺许可与食品实物收入不当软件ARR；合作机构、专利和技术示意图非独立效果/财务证明，未核合同。"
    },
    {
      "id": "TC26AG-GREENBOX-HOME",
      "companyId": null,
      "title": "GreenBox 当前业务与访问范围",
      "url": "https://greenboxcg.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "太阳能冷库设计、安装/投运与运营，面向农户和食品供应链。",
      "limitation": "公司主页另列2021，精确法人/MVUTU沿革未核，AI主营未证；仓储租费、设备/现场服务、农户避免损失与软件净费分开，补助与受益人数不作ARR。"
    },
    {
      "id": "TC26AG-GREENBOX-YEAR",
      "companyId": null,
      "title": "GreenBox 原始年份或缺项",
      "url": "https://www.euromediterranee.fr/actualites/medinnovant-africa-2022-deux-porteurs-de-projets-africains-recompenses",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "2022原活动主办方明确GreenBoxCongo与greenboxcg.com、冷库/柜位租赁和培训；足证范围前业务。",
      "limitation": "公司主页另列2021，精确法人/MVUTU沿革未核，AI主营未证；仓储租费、设备/现场服务、农户避免损失与软件净费分开，补助与受益人数不作ARR。"
    },
    {
      "id": "TC26AG-KROKOS-HOME",
      "companyId": null,
      "title": "Krokos Bio 当前业务与访问范围",
      "url": "https://krokos.bio",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "植物细胞培养，在生物反应器中生产藏红花等高价值植物原料，供应链/制造方向。",
      "limitation": "AI核心作用与精确成立仍缺；样品评估、生物量/提取物性能和供应商成本推算不是成交收入，未来原料销售/工艺许可不当SaaSARR，未独立复现实验。"
    },
    {
      "id": "TC26AG-KROKOS-YEAR",
      "companyId": null,
      "title": "Krokos Bio 原始年份或缺项",
      "url": "https://www.linkedin.com/company/krokos-bio",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "同域公司主页可核JacobLang团队/植物细胞培养及2—10范围，无可读Founded字段；媒体2024说法本批未取得原始注册，待核。",
      "limitation": "AI核心作用与精确成立仍缺；样品评估、生物量/提取物性能和供应商成本推算不是成交收入，未来原料销售/工艺许可不当SaaSARR，未独立复现实验。"
    },
    {
      "id": "TC26AG-MUJU-HOME",
      "companyId": null,
      "title": "Muju Earth Technologies Limited 当前业务与访问范围",
      "url": "https://www.muju.earth",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "Aeropod可降解土壤通气胶囊，受自然条件触发改善土壤结构并提供微生物成分。",
      "limitation": "即使法人2025，胶囊自然触发不等AI；本批未证AI主营，故pending-ai而非新增AI公司。材料/胶囊销售、农户增产/成本节省与软件收入分开，未核登记准确性、农田效能底表、价格或ARR。"
    },
    {
      "id": "TC26AG-MUJU-YEAR",
      "companyId": null,
      "title": "Muju Earth Technologies Limited 原始年份或缺项",
      "url": "https://find-and-update.company-information.service.gov.uk/company/16866296",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "CompaniesHouse16866296明确2025-11-20注册；官网同品牌、产品对应，具体签约主体和名称/团队关系仍待补。",
      "limitation": "即使法人2025，胶囊自然触发不等AI；本批未证AI主营，故pending-ai而非新增AI公司。材料/胶囊销售、农户增产/成本节省与软件收入分开，未核登记准确性、农田效能底表、价格或ARR。"
    },
    {
      "id": "TC26AG-NUTS-HOME",
      "companyId": null,
      "title": "Nurtured Nuts Company 当前业务与访问范围",
      "url": "https://nurturednuts.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "官网不可读；同域公司主页描述CRISPR花生/花生酱商业化，Minneapolis。",
      "limitation": "CRISPR和低致敏宣称不自动等AI，也不替独立过敏原安全/监管验证。食品/专利许可与软件收入不同，AI主营未证保留pending-ai；销量、合同、真实收入未知，不将上架/社媒图片当销量。"
    },
    {
      "id": "TC26AG-NUTS-YEAR",
      "companyId": null,
      "title": "Nurtured Nuts Company 原始年份或缺项",
      "url": "https://www.linkedin.com/company/nurtured-nuts",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "公司主页自报2026、2—10范围；精确法人、旧同名品牌与供应商沿革未核，不凭参赛年确认。",
      "limitation": "CRISPR和低致敏宣称不自动等AI，也不替独立过敏原安全/监管验证。食品/专利许可与软件收入不同，AI主营未证保留pending-ai；销量、合同、真实收入未知，不将上架/社媒图片当销量。"
    },
    {
      "id": "TC26AG-TREETRACK-HOME",
      "companyId": null,
      "title": "Tree Track Intelligence Inc. 当前业务与访问范围",
      "url": "https://treetrack.ca/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "无人机撒播种子胶囊、AI/GIS选址和卫星/现场监测，提供端到端生态修复服务。",
      "limitation": "种植1亿棵目标、恢复面积/碳量和客户减排不作平台ARR；设备/种子、现场作业、长期监测与软件净费须拆。厂商第三方验证宣称未逐份原报告核，当前页面0计数器不等无业务。"
    },
    {
      "id": "TC26AG-TREETRACK-YEAR",
      "companyId": null,
      "title": "Tree Track Intelligence Inc. 原始年份或缺项",
      "url": "https://www.newventuresbc.com/top-26-spotlight-tree-track-intelligence/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单发现与原始业务沿革复核",
      "summary": "原始机构NewVenturesBC2024文章列FoundedOctober2022、AmirSoleimani/SamSarabi并链原域，范围外。",
      "limitation": "种植1亿棵目标、恢复面积/碳量和客户减排不作平台ARR；设备/种子、现场作业、长期监测与软件净费须拆。厂商第三方验证宣称未逐份原报告核，当前页面0计数器不等无业务。"
    },
    {
      "id": "TC26AUTO-CAUTIO-HOME",
      "companyId": null,
      "title": "Cautio 当前交付与访问范围",
      "url": "https://www.cautio.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单公司/机构原始材料与访问范围复核",
      "summary": "车队AI行车记录仪与云端视频、风险告警、轨迹及司机报告，软硬件一体。",
      "limitation": "摄像头/安装、连接流量/存储、车队软件与现场运营净费须拆；公里数、客户标识、事故减少和融资不作ARR，未独立核疲劳识别/付费车数或合同。"
    },
    {
      "id": "TC26AUTO-CAUTIO-YEAR",
      "companyId": null,
      "title": "Cautio 原始年份或缺项",
      "url": "https://in.linkedin.com/company/cautiotech",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单公司/机构原始材料与访问范围复核",
      "summary": "同域公司公开主页Founded2023、Bengaluru、51—200范围，范围外；非葡萄牙咨询或德国保险同名公司。",
      "limitation": "摄像头/安装、连接流量/存储、车队软件与现场运营净费须拆；公里数、客户标识、事故减少和融资不作ARR，未独立核疲劳识别/付费车数或合同。"
    },
    {
      "id": "TC26AUTO-LAPLACE-HOME",
      "companyId": null,
      "title": "Laplace Intelligence 当前交付与访问范围",
      "url": "https://www.laplaceintelligence.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单公司/机构原始材料与访问范围复核",
      "summary": "官网本轮仅标题What-ifEngineforthePhysicalWorld可读，产品细节和技术交付原始材料待核。",
      "limitation": "官网无可读正文，不借媒体/聚合站复制技术或盈利断言；原始客户合同、项目/订阅收入、算力/实施成本未知，论文/研究起点也不替公司成立。分类C03为物理AI测试设施暂定，不当已核技术等级。"
    },
    {
      "id": "TC26AUTO-LAPLACE-YEAR",
      "companyId": null,
      "title": "Laplace Intelligence 原始年份或缺项",
      "url": "https://www.linkedin.com/company/laplace-intelligence",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单公司/机构原始材料与访问范围复核",
      "summary": "尝试候选LinkedIn路径404；本轮未取得原始Founded或精确注册材料，保留pending-year，不从2026参赛年推成立。",
      "limitation": "官网无可读正文，不借媒体/聚合站复制技术或盈利断言；原始客户合同、项目/订阅收入、算力/实施成本未知，论文/研究起点也不替公司成立。分类C03为物理AI测试设施暂定，不当已核技术等级。"
    },
    {
      "id": "TC26AUTO-MOTIONSYNC-HOME",
      "companyId": null,
      "title": "Motion Sync Technologies Inc. 当前交付与访问范围",
      "url": "https://msync.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单公司/机构原始材料与访问范围复核",
      "summary": "PREACT枕头/座椅预测车辆运动并以振动提前提示乘客，官网有预订/Kickstarter及汽车合作入口。",
      "limitation": "2025年成立已获原始机构依据，但本批未证明AI核心模型，pending-ai而非新增AI公司。研究7年/200乘客/300小时属厂商范围不当独立疗效，预订/众筹、器械/嵌入许可和软件净费分开；大学授权投资不等已交割/销售。"
    },
    {
      "id": "TC26AUTO-MOTIONSYNC-YEAR",
      "companyId": null,
      "title": "Motion Sync Technologies Inc. 原始年份或缺项",
      "url": "https://regents.umich.edu/files/meetings/02-26/2026-02-IX-22.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单公司/机构原始材料与访问范围复核",
      "summary": "大学董事会2026-02原始文件明确MotionSyncInc.Delaware公司Founded2025；2025另见MotionSyncLLC许可/资助，精确迁移沿革待补。",
      "limitation": "2025年成立已获原始机构依据，但本批未证明AI核心模型，pending-ai而非新增AI公司。研究7年/200乘客/300小时属厂商范围不当独立疗效，预订/众筹、器械/嵌入许可和软件净费分开；大学授权投资不等已交割/销售。"
    },
    {
      "id": "TC26AUTO-MYMONTHLY-HOME",
      "companyId": null,
      "title": "MyMonthlyCar Inc. 当前交付与访问范围",
      "url": "https://mymonthlycar.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单公司/机构原始材料与访问范围复核",
      "summary": "官网仅标题和跟踪iframe外壳；公司主页介绍经销商按月汽车租赁、先租后买的平台。",
      "limitation": "租车月付不自动是软件订阅ARR；押金、车辆价值、车商租金/保险与平台抽佣净额须拆。本批AI主营、现合约费率/付款与交付未知，官网不可读不推已停业或零收入。"
    },
    {
      "id": "TC26AUTO-MYMONTHLY-YEAR",
      "companyId": null,
      "title": "MyMonthlyCar Inc. 原始年份或缺项",
      "url": "https://www.linkedin.com/company/mymonthlycar",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单公司/机构原始材料与访问范围复核",
      "summary": "同域公司主页自报2024，FortLauderdale、11—50范围，暂归范围外。",
      "limitation": "租车月付不自动是软件订阅ARR；押金、车辆价值、车商租金/保险与平台抽佣净额须拆。本批AI主营、现合约费率/付款与交付未知，官网不可读不推已停业或零收入。"
    },
    {
      "id": "TC26AUTO-NEUMO-HOME",
      "companyId": null,
      "title": "Neumo 当前交付与访问范围",
      "url": "https://www.neumo.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单公司/机构原始材料与访问范围复核",
      "summary": "非接触神经电信号传感、司机疲劳/注意力/压力状态提示，面向OEM与车队集成。",
      "limitation": "不与日本听觉服务、德国流体硬件或政府软件同名公司混同。前事业两次300M退出与0到200M收入不属Neumo；官网UConn/IEEE验证宣称未逐篇原文核，不升独立实测。传感器、OEM许可/工程和软件净费未拆，尚无价格/ARR。"
    },
    {
      "id": "TC26AUTO-NEUMO-YEAR",
      "companyId": null,
      "title": "Neumo 原始年份或缺项",
      "url": "https://www.neumo.ai/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单公司/机构原始材料与访问范围复核",
      "summary": "官网团队NiallBerkery/PeterFreer可读但无精确成立年，本批未取得原始注册日期，保留pending-year。",
      "limitation": "不与日本听觉服务、德国流体硬件或政府软件同名公司混同。前事业两次300M退出与0到200M收入不属Neumo；官网UConn/IEEE验证宣称未逐篇原文核，不升独立实测。传感器、OEM许可/工程和软件净费未拆，尚无价格/ARR。"
    },
    {
      "id": "TC26AUTO-URBANCHAIN-HOME",
      "companyId": null,
      "title": "Urbanchain 当前交付与访问范围",
      "url": "https://www.urbanchain.world/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单公司/机构原始材料与访问范围复核",
      "summary": "车牌/车辆识别与物业通行、停车/充电、支付与数据管理平台，兼AI/IoT硬件部署。",
      "limitation": "不与英国同名电力交易公司混同；停车费/充电流水、地产价值、零售消费与软件/支付净费、安装服务分开。8倍通行、客户收益和现场演示不当独立性能或ARR，精确多国法人/合同仍缺。"
    },
    {
      "id": "TC26AUTO-URBANCHAIN-YEAR",
      "companyId": null,
      "title": "Urbanchain 原始年份或缺项",
      "url": "https://pr.linkedin.com/company/urbanchain-group",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单公司/机构原始材料与访问范围复核",
      "summary": "同域公司公开主页及简介明确2018，团队范围11—50，暂归范围外；地区扩展/新产品不重置成立。",
      "limitation": "不与英国同名电力交易公司混同；停车费/充电流水、地产价值、零售消费与软件/支付净费、安装服务分开。8倍通行、客户收益和现场演示不当独立性能或ARR，精确多国法人/合同仍缺。"
    },
    {
      "id": "TC26AUTO-MOTIONSYNC-LICENSE",
      "companyId": null,
      "title": "MotionSync原始机构主体/交付补充",
      "url": "https://regents.umich.edu/files/meetings/06-25/2025-06-IX-13.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单公司/机构原始材料与访问范围复核",
      "summary": "大学2025-06原始许可材料列MotionSyncLLC及DanielSousaSchulman/ShoryaAwtar，拟对2020/2024技术文件取期权。",
      "limitation": "LLC/2026所列DelawareInc.沿革待核，2019研究/2020技术文件不等公司注册，技术许可期权不等对外产品收入。"
    },
    {
      "id": "TC26AUTO-MOTIONSYNC-PROGRAM",
      "companyId": null,
      "title": "MotionSync原始机构主体/交付补充",
      "url": "https://cfe.umich.edu/motion-sync/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "2026名单公司/机构原始材料与访问范围复核",
      "summary": "大学2026-02创业原文介绍PREACT运动预测/振动提示、Schulman/Awtar，称2025-12获FuelConsumerIT支持后推进。",
      "limitation": "机构宣介与80%自报改善不等本轮独立对照验证；大学资助、路测和计划消费者交付不是ARR，未执行购买/预订。"
    },
    {
      "id": "TC26ENT1-AIEEV-YEAR",
      "companyId": null,
      "title": "AIEEV公司博客所载创办访谈",
      "url": "https://www.aieev.com/post/connecting-idle-gpus-to-reduce-ai-infrastructure-costs-the-challenge-of-distributed-cloud-startup-a",
      "publishedAt": "2025-11-23",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "公司转载访谈明确SaejinPark于2024年初创办AIEEV；利用闲置PC/网吧GPU建立分布式推理云。",
      "limitation": "2025-11-23文章的商业客户/PoC与成本性能均为旧时点自述；硬件报价、节点数、融资计划不是ARR，未独立测试。"
    },
    {
      "id": "TC26ENT1-APEX-HOME",
      "companyId": "TC-APEX-REPLICANT",
      "title": "Apex Replicant专家判断平台",
      "url": "https://apexreplicant.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "以专家知识构建可语音/文字查询的DigitalProtege，边界问题转真人；官网Ray制造工程师明确为合成示例。",
      "limitation": "示例不是客户合同；零幻觉、专利申请、上线速度不能当独立技术验证。"
    },
    {
      "id": "TC26ENT1-APEX-YEAR",
      "companyId": "TC-APEX-REPLICANT",
      "title": "Apex公司公开主页成立字段",
      "url": "https://www.linkedin.com/company/expert-scale-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "公司主页同域apexreplicant.com，自报Founded2025、LasVegas及2—10团队范围。",
      "limitation": "公司自填年份非精确登记；关联员工数不当团队审计，expert-scale-ai路径沿革未核。"
    },
    {
      "id": "TC26ENT1-APEX-PRICING",
      "companyId": "TC-APEX-REPLICANT",
      "title": "Apex当前收费方案",
      "url": "https://apexreplicant.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "30天Proof原文$1247一次性；Sentinel从$1497/月起，含小时池及知识访谈/训练。专家市场专家保留70%、平台30%。",
      "limitation": "原$未直接补USD；报价不等已成交。一次性验证费、月费、超时及专家分成须拆，人工成本和实际续订未核。"
    },
    {
      "id": "TC26ENT1-ARISO-HOME",
      "companyId": "TC-ARISO",
      "title": "Ariso Ari产品与当前报价",
      "url": "https://ariso.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "Ari连接Slack、Gmail及Google工作资料，维护项目、优先级和跟进；个人免费起步后原$1/日，团队定制。",
      "limitation": "日价不能乘用户或年化造收入；开源入口、SOC2及效果为厂商描述，本轮未读代码、审计报告或实测。"
    },
    {
      "id": "TC26ENT1-ARISO-YEAR",
      "companyId": "TC-ARISO",
      "title": "Ariso公司主页成立字段",
      "url": "https://www.linkedin.com/company/ariso-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "公司自报Founded2025、AustinTexas，11—50员工范围且网址ariso.ai对应。",
      "limitation": "公司自填年/人数范围不等独立注册或团队核验；旧雇主、前创业、其他产品收入不继承。"
    },
    {
      "id": "TC26ENT1-ARUSTO-HOME",
      "companyId": null,
      "title": "Arusto学习内容生成与导出",
      "url": "https://www.arusto.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "原始材料生成课程、课件、视频、评测及LMS可用SCORM/xAPI内容，包含审阅与教学结构。",
      "limitation": "速度/成本宣传及匿名案例非独立评测；当前产品证据不证明成立年份。"
    },
    {
      "id": "TC26ENT1-ARUSTO-YEAR",
      "companyId": null,
      "title": "Arusto公司主页缺少成立字段",
      "url": "https://www.linkedin.com/company/arusto/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "公司页同域，介绍企业学习内容创建/治理；NewYork、2—10范围，本轮可读页无Founded字段。",
      "limitation": "关联24员工显示与2—10范围不同，均不取作审计人数；未取得原始成立日期。"
    },
    {
      "id": "TC26ENT1-ARUSTO-TERMS",
      "companyId": null,
      "title": "Arusto订阅条款",
      "url": "https://www.arusto.ai/termsofuse",
      "publishedAt": "2026-04-24",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "条款列ArustoInc.、2026-04-24生效，Starter/Professional/Enterprise方案与续订；大额企业合同以MSA优先。",
      "limitation": "条款生效日不当成立年；大于$100K合同适用MSA为条款阈值，不证明已签合同/ARR；未见当前价格及实际回款。"
    },
    {
      "id": "TC26ENT1-BOUNTY-HOME",
      "companyId": "TC-BOUNTY",
      "title": "Bounty任务结果市场",
      "url": "https://trybounty.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "买方设交付验收条件，Agent运营者竞标；先收款，验收后释放。官网称按任务付费、无月订阅。",
      "limitation": "任务数、用户数、verifiedearnings和争议率为厂商指标；平台未公开净抽成/毛利，不等自身收入。"
    },
    {
      "id": "TC26ENT1-BOUNTY-ACCELERATOR",
      "companyId": "TC-BOUNTY",
      "title": "Bounty加速器档案与GMV口径",
      "url": "https://speedrun.a16z.com/companies/bounty",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "Speedrun007列2026成立、2人、纽约，同域。档案称9月年化GMV>$1M、10月目标>$1.5M，以及15企业每月>$15K经常客户承诺。",
      "limitation": "GMV/预测/承诺均非已实现平台ARR，原$币种与财务截至日待核；创始人过去企业$2M履历不继承。本轮未核合同、履行、退款或净费。"
    },
    {
      "id": "TC26ENT1-BUZZ-HOME",
      "companyId": null,
      "title": "vling当前网红营销平台",
      "url": "https://vling.net/en",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "vling/AgentV用于YouTube创作者检索、受众/频道分析及合作报价辅助，有企业与广告代理服务入口。",
      "limitation": "动画数字在静态正文乱码，不提取用户规模；广告主支出/创作者收入、代理服务及软件净费须分开。"
    },
    {
      "id": "TC26ENT1-BUZZ-YEAR",
      "companyId": null,
      "title": "大学托管BuzzBeyond企业实习计划原表",
      "url": "https://www.hallym.ac.kr/bbs/hlsw/563/229132/download.do",
      "publishedAt": "2026-04-16",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "企业原表列버즈앤비(주)、BUZZ&BEYOND、vling.net及2019-05-14开业，2026-04-16提交。",
      "limitation": "大学托管的企业自填材料，不是工商实时核验或财务审计；表内营收未核期间/单位/软件占比，不转ARR。"
    },
    {
      "id": "TC26ENT1-COLLAR-HOME",
      "companyId": "TC-COLLAR",
      "title": "Collar投资者关系产品",
      "url": "https://www.usecollarai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "向IR/CFO/CEO提供投资者CRM、文件问答、收益电话准备与回应辅助。",
      "limitation": "界面内季度收入/现金流/股价为演示上下文，不是Collar自身收入；当前合同、计费、实际付费规模未公开。"
    },
    {
      "id": "TC26ENT1-COLLAR-YEAR",
      "companyId": "TC-COLLAR",
      "title": "YC Collar公开招聘页成立与团队",
      "url": "https://www.ycombinator.com/companies/collar/jobs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "YC列Founded2026、F26、TeamSize4、SanFrancisco，官方website为usecollarai.com。",
      "limitation": "目录字段为公开档案，非精确法律注册或人事审计；无招聘岗位不当停业/零人员。"
    },
    {
      "id": "TC26ENT1-COLLAR-ABOUT",
      "companyId": "TC-COLLAR",
      "title": "Collar合作伙伴规模口径",
      "url": "https://www.usecollarai.com/about.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "About列IRpartners合计市值>$300B、90+集成与12000+投资组合经理映射。",
      "limitation": "合作方市值、集成数、被映射人数均非收入/实际客户；创始人旧机构经历不继承。未见公司ARR。"
    },
    {
      "id": "TC26ENT1-COTRIPLY-HOME",
      "companyId": null,
      "title": "Cotriply当前原域访问范围",
      "url": "https://cotriply.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "普通HTML200和网页工具仅标题AIGroupTravelConcierge可读；没有可核产品正文。",
      "limitation": "不把HTML200当已读产品；本轮未提交出行信息、进入结账或执行外部脚本。"
    },
    {
      "id": "TC26ENT1-COTRIPLY-YEAR",
      "companyId": null,
      "title": "Cotriply公司主页与旅行社关联",
      "url": "https://www.linkedin.com/company/cotriply/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "公司主页自报2025、2—10范围；描述面向企业/旅行专业人士的AI团体旅行平台，背靠IvoryLuxeJourneys，所链官网为旅行社/cotriply。",
      "limitation": "品牌自报年份不证明独立新法律实体；与本期cotriply.ai、旅行社及TICO编号的主体/注册沿革待核，不继承旧代理业务营收。"
    },
    {
      "id": "TC26ENT1-COTRIPLY-AGENCY",
      "companyId": null,
      "title": "Cotriply所链旅行社页访问失败",
      "url": "https://ivoryluxejourneys.com/cotriply",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "公司主页所链原页普通HTTP403，本轮未取得正文。",
      "limitation": "访问失败不推定停业；旅行社成立、品牌成立、平台独立合同与AI交付待核，预订总额/机酒代付不当SaaS净ARR。"
    },
    {
      "id": "TC26ENT2-DOSU-HOME",
      "companyId": null,
      "title": "Dosu当前Agent知识层",
      "url": "https://dosu.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "官网描述从代码与工作工具自动维护知识，通过MCP供Agent访问；厂商声称更少token和更快迭代。",
      "limitation": "只读网页，未执行CLI安装/接入私有代码或复测；采用/仓库数及节省token不是自身收入。"
    },
    {
      "id": "TC26ENT2-DOSU-YEAR",
      "companyId": null,
      "title": "Dosu创始人回顾原文",
      "url": "https://dosu.dev/blog/oss-has-changed-so-has-dosu",
      "publishedAt": "2026-08-23",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "DevinStein于2026-08-23回顾明确2023年6月开始Dosu；2026转向Agent知识捕获，原OSS免费层自9月调整为标准限制。",
      "limitation": "创始人自述非注册核验；旧项目/产品转向不重置成立，免费采用与付费企业需要分开。"
    },
    {
      "id": "TC26ENT2-DOSU-PRICE",
      "companyId": null,
      "title": "Dosu套餐与额度",
      "url": "https://dosu.dev/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "公开Free200credits/月；年付展示Pro原$16/月等值、$192预付及4000credits，另可加购额度，Enterprise定制。",
      "limitation": "年付月等值不等逐月现金流或已实现MRR；额度、用户上限、公开仓库免费采用不能反推付费团队/收入；原$币种待核。"
    },
    {
      "id": "TC26ENT2-EASYMATE-HOME",
      "companyId": "TC-EASYMATE",
      "title": "EasyMate社区问答与留存",
      "url": "https://easymate.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "组织以视频/网页/文档内容提供问答、来源跳转与社区需求反馈；当前候补页称首500视频免费导入。",
      "limitation": "聊天数、参与率及免费导入不是付费用户/收入；案例效果为厂商自述，未独立运行或核验。"
    },
    {
      "id": "TC26ENT2-EASYMATE-YEAR",
      "companyId": "TC-EASYMATE",
      "title": "EasyMate公司主页成立字段",
      "url": "https://www.linkedin.com/company/easymateai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "官网反链公司主页自报Founded2025、11—50员工范围，网址同域；旧发布预告与现社区定位分开。",
      "limitation": "公司自填年非精确注册；11个关联账户不当精确员工数。帖子客户$40K/90天及假设增收不是EasyMate自身营收。"
    },
    {
      "id": "TC26ENT2-EASYMATE-TERMS",
      "companyId": "TC-EASYMATE",
      "title": "EasyMate运营主体与订阅条款",
      "url": "https://easymate.ai/terms-of-use",
      "publishedAt": "2025-04-01",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "条款列Delaware的EASYMATEINC及三个品牌域，订阅预付、自动续订和超额用量后付；AppOwners销售为直接与其客户的交易。",
      "limitation": "2025-04-01更新时间不当独立成立证据；条款存在不证明现付费规模，AppOwner货品/服务/内容订阅不能归为平台自有ARR。"
    },
    {
      "id": "TC26ENT2-EASYMATE-ABOUT",
      "companyId": "TC-EASYMATE",
      "title": "EasyMate团队与品牌起点说明",
      "url": "https://www.easymate.ai/company/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "官网列AihuiOng与MichaelHan共同创办及当前团队职能，面向知识组织、社群与非营利组织的关系维护。",
      "limitation": "展示名单不是全体员工人数审计；创始人旧公司出售、客户规模与过去雇主收入不继承。"
    },
    {
      "id": "TC26ENT2-GUDEA-HOME",
      "companyId": null,
      "title": "GUDEA叙事情报与专家服务",
      "url": "https://www.gudea.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "监测叙事形成/扩散、放大者与跨平台活动，提供告警、定制报告及专家解读以支持沟通/风险响应。",
      "limitation": "厂商预测/覆盖主张未独立测试；报告和顾问人工、数据许可与软件经常费待拆，未公布收费。"
    },
    {
      "id": "TC26ENT2-GUDEA-YEAR",
      "companyId": null,
      "title": "GUDEA官方成立说明",
      "url": "https://www.gudea.ai/insights/who-is-gudea",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "官方明确2023创办，KeithPresley/JonathanSperber/JamesThomin团队；2025迁址不当重新成立。",
      "limitation": "公司原文部分增长/融资内容引述媒体，未把357%同比增长/39客户还原收入；融资、奖项、专利自述不证明ARR或产品效果。"
    },
    {
      "id": "TC26ENT2-GUIDE-HOME",
      "companyId": null,
      "title": "GuideAI当前执行系统",
      "url": "https://www.getguide.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "当前将观察、模拟、聊天、浏览器自动化和多渠道联系组成客户注册/申请/激活任务执行流程。",
      "limitation": "结果/效率为厂商说明；主页同时有earlyaccess/candidatewaitlist，不证明已按标价成交或保证结果完成。"
    },
    {
      "id": "TC26ENT2-GUIDE-YEAR",
      "companyId": null,
      "title": "GuideAI原始公司公开页缺少成立字段",
      "url": "https://www.linkedin.com/company/getguide-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "同域公司主页列LosAngeles、2—10范围，转载PhilHong的共同创办身份；本轮未见Founded字段。",
      "limitation": "成员关联数非精确团队；不与GuideAIHealth或其他Guide品牌混同，原始成立日期仍缺。"
    },
    {
      "id": "TC26ENT2-GUIDE-TERMS",
      "companyId": null,
      "title": "GuideAI运营主体条款",
      "url": "https://www.getguide.ai/terms",
      "publishedAt": "2026-05-14",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "条款列GuideAITechnologiesInc.及同域联系，2026-05-14生效。",
      "limitation": "条款日不是成立日；第三方登记转载不足替代原始登记，精确主体日期/新旧业务沿革待核。"
    },
    {
      "id": "TC26ENT2-GUIDE-PRICE",
      "companyId": null,
      "title": "GuideAI预付结果合同报价",
      "url": "https://www.getguide.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "SingleOutcome原$30K起预付；OutcomeProgram原$150K起、年度预付，定义若干结果并持续优化，不按席位/会话收费。",
      "limitation": "合同结果目标、预付结构不是已收或已确认ARR；软件、定制集成/人工执行、退款救济/跨期履约须拆，原$币种待核。"
    },
    {
      "id": "TC26ENT2-GUIDE-ESTIMATE",
      "companyId": null,
      "title": "GuideAI第三方估算与主体缺项",
      "url": "https://getlatka.com/companies/getguide.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "第三方估算来源复核（不采为收入）",
      "summary": "第三方把2025-11年收入估为原$440K，明确不是公司披露，并把TroySultan列为CEO；页面同域getguide.ai。",
      "limitation": "当前公司页/条款关联PhilHong与GuideAITechnologiesInc.，身份未对齐；未采估算作自身收入/ARR，不凭域名或估算人数连主体。"
    },
    {
      "id": "TC26ENT2-INTELLIGIBLE-HOME",
      "companyId": null,
      "title": "Intelligible当前Summand与Elbi产品",
      "url": "https://intelligible.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "Summand在结构化数据上拟合模型/统计供问答，Elbi数据团队工具可通过MCP提供缓存推导结果。",
      "limitation": "官网开源入口与厂商基准不等本轮已读源码/独立横测；数据统计金额示例不当公司收入。"
    },
    {
      "id": "TC26ENT2-INTELLIGIBLE-YEAR",
      "companyId": null,
      "title": "Intelligible公司主页成立字段",
      "url": "https://www.linkedin.com/company/intelligibleai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "公司同域主页自报2024、MadisonWI、11—50范围，列BenLengerich。",
      "limitation": "公司自填年份非精确注册；同名历史intelligible.aiInc./Abridge资料未与此团队建立主体关联，不沿用旧融资或年份。"
    },
    {
      "id": "TC26ENT2-INTELLIGIBLE-UNIVERSITY",
      "companyId": null,
      "title": "UW原始机构介绍Intelligible团队",
      "url": "https://cai.wisc.edu/2026/09/08/ben-lengerich-intelligible-startup-makes-ai-show-work/",
      "publishedAt": "2026-09-08",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "大学原文介绍BenLengerich的新创业及RichCaruana/JoshuaShunk参与的数据推理组件方向。",
      "limitation": "大学原文是团队/研究背景材料，不当公司成立年或独立临床产品效果核验，旧论文研究起点不替公司注册。 原文物流客户原$20M定价机会不是已实现节省或Intelligible收入，医院原$1000/月可负担预算也不是已成交收费。"
    },
    {
      "id": "TC26ENT2-KILO-HOME",
      "companyId": "AI072",
      "title": "Kilo竞赛原域与当前业务复核",
      "url": "https://kilo.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "原名单域对应既有KiloCode，当前有IDE/CLI/云Agent、模型接入与团队治理。",
      "limitation": "开发者数/token吞吐不推付费客户、收入或利润；不执行页面安装命令，不重复新增公司。"
    },
    {
      "id": "TC26ENT2-KILO-PRICE",
      "companyId": "AI072",
      "title": "Kilo平台与模型/算力收费复核",
      "url": "https://kilo.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "当前Teams原$15/用户/月，KiloPass原$19/月起，充值处理费5%；平台、推理和云算力分别收费。",
      "limitation": "额外/奖励credits不当现金收入；零推理加价不等无服务费，供应商成本及总额/净额确认未核，不以用户/吞吐乘报价填ARR。"
    },
    {
      "id": "TC26ENT2-KILO-YEAR",
      "companyId": "AI072",
      "title": "收购方Kilo创办原始说明复读",
      "url": "https://www.anaconda.com/blog/kilo-code-joins-anaconda-what-builders-should-know",
      "publishedAt": "2026-07-15",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "收购方原文明确2025年初创办及ScottBreitenother/EmilieSchario/SidSijbrandij；与已存2026-07-15收购公告相符。",
      "limitation": "公司自述非工商查验；收购后并表边界、Kilo自身收入和母公司规模分开，KiloClaw不另计新公司。"
    },
    {
      "id": "TC26ENT2-LATCH-HOME",
      "companyId": null,
      "title": "yourlatch原域访问范围",
      "url": "https://yourlatch.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "http/www原网址转https://yourlatch.com，普通HTML200仅标题StopLosingClientstoSilence可读。",
      "limitation": "HTML200不证明已读完整产品；当前定价、合同及成立日未知，未执行JS或提交客户数据。"
    },
    {
      "id": "TC26ENT2-LATCH-ACQUISITION",
      "companyId": null,
      "title": "GeneralMagic原始收购公告",
      "url": "https://www.generalmagicai.com/press",
      "publishedAt": "2026-10-14",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "GeneralMagic2026-10-14公告完成收购MartellVentures组合的LatchAI，创始人AlishaEsmail，客户漂移/续订/推荐产品，对应yourlatch.com。",
      "limitation": "收购完成/产品说明不能推成立；gema预约数和客户效果属收购方，不继承为Latch收入。收购对价、并表和独立合同未披露。"
    },
    {
      "id": "TC26ENT2-LATCH-FOUNDER-ACCESS",
      "companyId": null,
      "title": "Latch原始成立补证访问缺项",
      "url": "https://www.linkedin.com/in/alisha-esmail/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "尝试收购公告所列创始人公开主页，本轮返回Cachemiss，未取得可读经历/成立字段。",
      "limitation": "访问失败不是无公司/零收入；仅有第三方2026年线索和同年发布不足确认精确成立，不能套用latch.ai的2025字段。"
    },
    {
      "id": "TC26ENT2-LUMAI-HOME",
      "companyId": null,
      "title": "Lumai光计算推理产品",
      "url": "https://lumai.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "官网当前Iris光计算推理系统，主打prefill负载，介绍模型演示及性能/能耗路线图。",
      "limitation": "50x路线图、功耗/总拥有成本目标与已交付硬件实测分开；未读白皮书/独立运行，设备/服务器销售不直接当软件ARR。"
    },
    {
      "id": "TC26ENT2-LUMAI-ENTITY",
      "companyId": null,
      "title": "Lumai官方隐私主体编号",
      "url": "https://lumai.ai/privacy-policy",
      "publishedAt": "2026-04-21",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "官方政策列LumaiLimited，Oxford地址及公司编号13772989。",
      "limitation": "2026-04-21政策更新不替成立；仅用于与英国登记主体对应，不证明财务或产品性能。"
    },
    {
      "id": "TC26ENT2-LUMAI-REGISTER",
      "companyId": null,
      "title": "英国公司登记LumaiLimited",
      "url": "https://find-and-update.company-information.service.gov.uk/company/13772989",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方工商登记与公司反链对应",
      "summary": "官方登记13772989明确2021-11-30成立，旧名OXONNLTD至2023-02-27，Oxford地址与官网编号相符。",
      "limitation": "登记页不保证申报准确或验证收入；不混同2025年JOINLUMAILTD近名公司，已交账目状态不代表本轮读取审计或收入。"
    },
    {
      "id": "TC26ENT3-MARKETRIX-HOME",
      "companyId": null,
      "title": "Marketrix原域访问范围",
      "url": "https://www.marketrix.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "普通HTML200及网页工具仅可读SimulateHumanBehavior标题，未取得完整产品正文。",
      "limitation": "200不等已阅读全文；业务从下列公司原始主页补，未运行脚本、产品或收集真实用户资料。"
    },
    {
      "id": "TC26ENT3-MARKETRIX-YEAR",
      "companyId": null,
      "title": "Marketrix公司页当前年份与定位",
      "url": "https://www.linkedin.com/company/marketrix-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "当前可读公司页自报2025、2—10范围、SanFrancisco，描述AIpersona用户研究/浏览器模拟；早先搜索缓存同页为2024。",
      "limitation": "公司自填字段及缓存差异保留，未据当前值抹去旧起点；persona覆盖规模不是独立真实受访者样本、已验证预测准确度或客户数。"
    },
    {
      "id": "TC26ENT3-MARKETRIX-CV",
      "companyId": null,
      "title": "Marketrix共同创办者原始履历",
      "url": "https://yasith.dev/assets/cv.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "YasithJayawardana个人履历列2024—Present为MarketrixInc.SanFrancisco共同创办者，介绍早期软件自助支持/Agent方向。",
      "limitation": "个人原始履历不是工商材料；2024业务与当前2025自填年不自动视为造假，精确法人/新旧产品沿革待核。"
    },
    {
      "id": "TC26ENT3-MESH-HOME",
      "companyId": "YC30292",
      "title": "Mesh现应计与预付自动化交付",
      "url": "https://www.usemesh.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "从采购/AP/合同资料识别应计和预付款需求，复用脚本/会计政策并嵌入计算与证据，异常由人审；目标买家为Controller/AccountingManager/CFO。",
      "limitation": "90%工作量/关账提速和DoorDash引语为厂商案例，不证明独立财务审计/效果或实际合同收入；目标客户200—2000员工非Mesh人数。"
    },
    {
      "id": "TC26ENT3-MESH-YC",
      "companyId": "YC30292",
      "title": "Mesh官方YC原始页补证",
      "url": "https://www.ycombinator.com/companies/mesh-2/jobs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "官方页列2025成立、W25、Team3、SanFrancisco及usemesh.com；描述会计Agent生成可追溯分录。普通公司页HTML仅外壳但公开招聘页可读。",
      "limitation": "官方字段非工商/人事独立核验；mesh.ai的S20绩效管理公司为另一近名业务，不套用其2020年或团队。"
    },
    {
      "id": "TC26ENT3-MESH-YEAR",
      "companyId": "YC30292",
      "title": "Mesh公司页当前自述",
      "url": "https://www.linkedin.com/company/usemesh/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "同域公司页也自报2025成立、2—10员工范围，当前为应计关账自动化。",
      "limitation": "范围及关联人数不替YC明确3人字段；部分第三方2024/估算收入未作为原始成立或财务证据。"
    },
    {
      "id": "TC26ENT3-MIRROR-HOME",
      "companyId": null,
      "title": "MirrorParticle行为模型定位",
      "url": "https://mirrorparticle.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "官网自述建模人的感知/决策/群体行为，可用于产品/广告等响应预测。",
      "limitation": "building模型与预测用途不是已公开独立效果；未读模型卡、权重或运行系统，不能把模拟当真实用户实验。"
    },
    {
      "id": "TC26ENT3-MIRROR-YEAR",
      "companyId": null,
      "title": "MirrorParticle公司主页年份",
      "url": "https://www.linkedin.com/company/mirrorparticle/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "同域公司主页自报2024成立、SanFrancisco、2—10团队范围。",
      "limitation": "公司自述非精确登记，关联人数不作独立团队审计；不采用聚合站$1—10M推算营收。"
    },
    {
      "id": "TC26ENT3-MIRROR-LEGAL",
      "companyId": null,
      "title": "MirrorParticle法律品牌说明",
      "url": "https://mirrorparticle.com/legal/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "官方页脚列AiphroditeAiInc.d/b/aMirrorParticle并提供法律政策入口。",
      "limitation": "品牌改名不自动重置成立；注册时间、模型许可/项目/订阅计费及付费客户未核。"
    },
    {
      "id": "TC26ENT3-OPTISE-HOME",
      "companyId": null,
      "title": "Optise现网站优化产品",
      "url": "https://optise.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "B2B网站平台提供分析、CMS、内容与自动改善，面向营销团队驱动潜客转化。",
      "limitation": "免费起步、客户标识与网站转化效果非实际付费/收入；本轮未测试或自动修改外部网站。"
    },
    {
      "id": "TC26ENT3-OPTISE-PROFILE",
      "companyId": null,
      "title": "Optise公司页无成立字段",
      "url": "https://www.linkedin.com/company/optise",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "官网反链公司页列2—10范围，无可读Founded；当前1.0发布预告不能单独当公司成立。",
      "limitation": "第三方2025与异常1001—5000人数不采；原始年份以下列登记为准，团队范围仍非独立核验。"
    },
    {
      "id": "TC26ENT3-OPTISE-TERMS",
      "companyId": null,
      "title": "Optise运营者与卖方主体",
      "url": "https://optise.com/terms-of-service",
      "publishedAt": "2026-01-02",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "条款2026-01-02列Optiseehf编号461124-1000为平台运营者，Delaware子公司OptiseInc为SellerofRecord，旧订单另约可优先。",
      "limitation": "条款日期不当成立年；美国卖方新法人不重置原集团，集团/转售内部交易与对外软件净收入不可重复计入，价格与实际合同未核。"
    },
    {
      "id": "TC26ENT3-OPTISE-INVESTOR",
      "companyId": null,
      "title": "Optise原始投资方资料",
      "url": "https://frumtak.is/portfolio/optise",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "投资方页面同域介绍Optise网站洞察业务，明确首次投资2025。",
      "limitation": "首次投资2025不是创办或注册2025；融资、市场规模和客户改善不作经营收入。"
    },
    {
      "id": "TC26ENT3-OPTISE-REGISTER",
      "companyId": null,
      "title": "冰岛官方Optise编号登记",
      "url": "https://www.skatturinn.is/fyrirtaekjaskra/leit/kennitala/4611241000",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方登记原始HTML与公司条款编号对应",
      "summary": "网页工具不可达，但普通HTTP200原始HTML可读：Optiseehf4611241000，Stofnað/Skráð为01.11.2024，Borgartún29地址与条款对应。",
      "limitation": "公开成立/登记字段为2024-11-01；本轮未购买证书或读取年度财报。VAT2026登记和2025投资不替成立，也不证明收入/独立财务审计。"
    },
    {
      "id": "TC26ENT3-PARAVERSE-HOME",
      "companyId": null,
      "title": "Paraverse XR流式与渲染业务",
      "url": "https://paraverse.cc/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "提供ImmerShareScale（原LarkXR）、云端XR/3D流式及分散渲染，包含数字孪生/训练等场景。",
      "limitation": "AI数字人是应用场景，不自动证明公司主营模型；本轮未下载SDK/运行渲染，合作伙伴/开发者数不是付费用户或收入。"
    },
    {
      "id": "TC26ENT3-PARAVERSE-YEAR",
      "companyId": null,
      "title": "Paraverse公司原始沿革",
      "url": "https://paraverse.cc/about-us/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "公司About明确Sinceourinceptionin2016，介绍自有LarkXR及Web3渲染网络。",
      "limitation": "自述业务起点非精确法人注册；产品改名或香港子体不重置既有业务，云算力、授权、项目集成与软件净费待拆。"
    },
    {
      "id": "TC26ENT3-PITCHIN-HOME",
      "companyId": null,
      "title": "PitchIN原域访问范围",
      "url": "https://www.getpitchin.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "普通HTTP200及网页工具仅标题PitchIN，无可读产品正文。",
      "limitation": "不当已阅读全文，未注册/提交融资或公司资料；现收费、合同与成立日未取得。"
    },
    {
      "id": "TC26ENT3-PITCHIN-PROFILE",
      "companyId": null,
      "title": "PitchIN原始公司公开页",
      "url": "https://www.linkedin.com/company/pitchin-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "同域公司页描述生命科学创业者/投资者/战略伙伴AI匹配，Watertown、2—10范围，列SunminHe；未见Founded。",
      "limitation": "免费伙伴页、创办者旧行业经历、注册新用户、活动规模和被展示投资标的收入门槛不作自身ARR；不混同其他PitchIn众筹主体。"
    },
    {
      "id": "TC26ENT3-SPIKY-HOME",
      "companyId": null,
      "title": "Spiky当前销售辅导",
      "url": "https://spiky.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "原域跳/en，围绕销售电话/邮件/CRM学习行为，提供实时辅导与团队流程改进。",
      "limitation": "2x收入宣传/案例为客户结果而非Spiky自身收入；10000+Revenue/GTM表述不等独立付费公司，安全标识和效果未独立验证。"
    },
    {
      "id": "TC26ENT3-SPIKY-YEAR",
      "companyId": null,
      "title": "Spiky公司页原始成立字段",
      "url": "https://www.linkedin.com/company/spiky-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "同域公司页自报2022成立、SanFrancisco和51—200范围。",
      "limitation": "不取关联40员工为团队总数；未建立spiky.in另一网站2020/其他团队介绍与当前主体对应，未沿用其字段。"
    },
    {
      "id": "TC26ENT3-STATGENIUS-HOME",
      "companyId": null,
      "title": "StatGenius统计研究平台",
      "url": "https://statgenius.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "官网自述非神经网络的专有模型帮助科学/企业定量研究，不以生成式AI为核心。",
      "limitation": "不使用神经网络不代表不是AI；厂商perfectaccuracy/专利等未独立验证，无当前价格或原始成立字段。"
    },
    {
      "id": "TC26ENT3-STATGENIUS-ABOUT",
      "companyId": null,
      "title": "StatGenius当前团队/范围",
      "url": "https://statgenius.io/about-us/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "公司About提供研究/分析平台与应用开发设施，列Atlanta等联络点，本轮可读正文无创办年。",
      "limitation": "普通HTTP首轮超时后重读200，网页工具正文可读；办公室不当团队规模或独立公司数，未证精确注册/付费。"
    },
    {
      "id": "TC26ENT3-STATGENIUS-OLD-SITE",
      "companyId": null,
      "title": "StatGenius另一原始域对应",
      "url": "https://business-sci.com/about-us.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "该原始公司站展示StatGenius同类产品、相同联络电话及反链statgenius.io，登录指向app.statgenius.io。",
      "limitation": "可证明网页/品牌联系，不能仅凭站名定法人年份；聚合站2015/2020字段未获原始登记支持，保留pending-year，不采估算收入。"
    },
    {
      "id": "TC26ENT3-TRINITITE-HOME",
      "companyId": null,
      "title": "Trinitite Emu/Warden当前交付",
      "url": "https://trinitite.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "Emu让Agent访问日历/邮件/一次性支付卡前依规则请求允许，Warden提供团队规则/记录；当前earlyaccess。",
      "limitation": "购物金额/演示请求非收入；安全与隐私为厂商说明，未安装产品、签发卡片或独立测试阻断效果。"
    },
    {
      "id": "TC26ENT3-TRINITITE-YEAR",
      "companyId": null,
      "title": "Trinitite公司页自填成立字段",
      "url": "https://www.linkedin.com/company/trinitite",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "同域公司页自报2025成立、Raleigh、2—10范围，列DustinAllen/HearschJariwala。",
      "limitation": "当前品牌年份与旧Fiscus/Caffeine沿革待核，不把关联6员工当精确团队。"
    },
    {
      "id": "TC26ENT3-TRINITITE-PRICE",
      "companyId": null,
      "title": "Emu团队套餐",
      "url": "https://trinitite.ai/pricing/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "个人免费；Work原$5/人/月、Teams含Warden原$35/人/月，企业定制，进入分批earlyaccess。",
      "limitation": "报价不是已成交/已实现MRR，原$币种未确认；企业部署/政策配置和人工支持成本待拆。"
    },
    {
      "id": "TC26ENT3-TRINITITE-TERMS",
      "companyId": null,
      "title": "Trinitite当前运营品牌主体",
      "url": "https://trinitite.ai/terms-of-use/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "条款页列Emu/Trinitite来自FiscusFlowsInc.，页脚同名。",
      "limitation": "该短页没有可核成立年/完整收费合同；Fiscus品牌沿革未核，不把2026版权当成立。"
    },
    {
      "id": "TC26ENT3-TRINITITE-INVESTOR",
      "companyId": null,
      "title": "投资方原始试点材料",
      "url": "https://primordial.io/news/trinitite-joins-primordial",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "投资方同域介绍DustinAllen/HearschJariwala及企业AI治理，称Big4/Top50律所已有pilots、拟转高额合同。",
      "limitation": "试点不是已签高价值ARR或已付费；投资方与厂商叙述不作独立技术验证，原文May12未列绝对年不擅补日期。"
    },
    {
      "id": "TC26ENT3-TRINITITE-OLD-BRAND",
      "companyId": null,
      "title": "Trinitite旧品牌报道线索",
      "url": "https://grepbeat.com/2026/02/12/trinitite-helps-enterprises-deploying-ai-agents-move-fast-and-prove-it/",
      "publishedAt": "2026-02-12",
      "accessedAt": "2026-10-31",
      "kind": "媒体旧品牌沿革线索（待原始登记补证）",
      "summary": "报道把同一DustinAllen/HearschJariwala团队从2024FiscusAI/Caffeine转向Trinitite；只作旧业务沿革补查线索。",
      "limitation": "媒体报道不替原始法人登记；与公司自填2025及FiscusFlows条款并列，待核法律/品牌起点，不推定矛盾造假。技术描述依据公司/投资方原始页。"
    },
    {
      "id": "TC26ENT3-YOUNIFIED-HOME",
      "companyId": null,
      "title": "YOUnifiedAI跨系统业务问答/操作",
      "url": "https://younifiedai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "YOUnie问答与Workii协调现有CRM/财务/运营数据，并可跨应用执行工作流。",
      "limitation": "业务连接/客户收入及现金看板不是本公司营收；厂商描述未独立测试，未授权接入任何客户账户。"
    },
    {
      "id": "TC26ENT3-YOUNIFIED-YEAR",
      "companyId": null,
      "title": "YOUnifiedAI公司主页旧成立年",
      "url": "https://www.linkedin.com/company/younifiedai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "官网反链公司页自报2024成立、MyrtleBeachSC、2—10范围。",
      "limitation": "与SEC申报2026法人不同口径并列，不自动选择参赛年或新法人重置旧业务；关联账户不作精确团队。"
    },
    {
      "id": "TC26ENT3-YOUNIFIED-SEC",
      "companyId": null,
      "title": "YOUnifiedAI原始SEC申报字段及访问范围",
      "url": "https://www.sec.gov/Archives/edgar/data/2156637/000215663726000001/primary_doc.xml",
      "publishedAt": "2026-09-24",
      "accessedAt": "2026-10-31",
      "kind": "官方SEC原始XML搜索正文与访问缺项",
      "summary": "2026-09-24原始FormD的XML搜索正文可读，列YOUnifiedAIInc.Delaware法人2026、EuginaJordan/PraneetChivate与MyrtleBeach地址；申报证券融资已售65000。",
      "limitation": "直达普通HTTP403、网页工具不支持text/xml，XSL不可读，不称实时直达核验。融资额不是营收；issuerRevenueRange原$1—$1M为宽档、未知期间，不补中点/ARR；2024经营与2026法人沿革待核。"
    },
    {
      "id": "TC26ENT3-YOUNIFIED-PRICE",
      "companyId": null,
      "title": "YOUnifiedAI定价页单位不一致",
      "url": "https://younifiedai.com/pricing/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "页面称按Insights/月容量且不按用户/席位，Starter卡片却写原$29.99/monthperuser；年付329.89、200/月或2400/年Insights，加购100原$18。",
      "limitation": "同页计费单位冲突保留，未选择一种推客户收入；月年报价与Insight额度非已实现ARR，原$币种未核、合同和实际账单缺。"
    },
    {
      "id": "TC26ENT3-YOUNIFIED-TERMS",
      "companyId": null,
      "title": "YOUnifiedAI订阅条款",
      "url": "https://younifiedai.com/terms-conditions/",
      "publishedAt": "2026-04-23",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "2026-04-23生效条款称按月/年收费、第三方支付平台处理。",
      "limitation": "生效日不当成立年；实际席位/用量单位和退款/履约应以订单核，条款本身不证明付费规模或收入。"
    },
    {
      "id": "TC26CYBER-APATE-HOME",
      "companyId": null,
      "title": "Apate当前反诈业务",
      "url": "https://www.apate.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "公司向金融机构、电信等提供语音/文本机器人与诈骗者对话、收集情报/干扰活动。",
      "limitation": "诈骗损失总额、对话次数和宣称防止损失不作自身收入；未执行对抗通话或独立核效果。"
    },
    {
      "id": "TC26CYBER-APATE-YEAR",
      "companyId": null,
      "title": "Apate公司主页成立字段",
      "url": "https://www.linkedin.com/company/apate-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "同域公司页自报2024成立、MacquarieParkNSW及11—50范围。",
      "limitation": "公司自述非精确法人登记；美国新主体/融资不重置澳洲旧业务，关联人数不当精确团队。"
    },
    {
      "id": "TC26CYBER-CERBERUS-HOME",
      "companyId": null,
      "title": "Cerberus AI安全测试产品",
      "url": "https://c7-security.com/cerberus",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "C7的Cerberus提供AI辅助安全测试，自述机器可核作用域限制；公开Professional原$999/年及免费层。",
      "limitation": "数学保证/效率为厂商描述，未读完整形式证明或运行漏洞测试；报价不当ARR，人工渗透测试/培训与软件产品净费需拆。"
    },
    {
      "id": "TC26CYBER-CERBERUS-YEAR",
      "companyId": null,
      "title": "C7原始公司沿革",
      "url": "https://c7-security.com/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "公司About明确C7Cybersecurity集团于2021年8月在乌兹别克斯坦创办，Cerberus为研发产品。",
      "limitation": "集团业务起点非全部子体精确登记；150安全评估/300学员是累计采用，非经常客户或收入；不把新产品当独立新公司。"
    },
    {
      "id": "TC26CYBER-CUDE-HOME",
      "companyId": null,
      "title": "CUDE原域当前产品与访问差异",
      "url": "https://thecude.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "网页工具首轮超时；普通HTTP200原始正文可读，NEED2KNOW/EnterpriseVisibility关注授权后人和AI可见内容，仍处验证/生态建设。",
      "limitation": "可读产品说明不是已完成独立安全验证、商用部署或付费；未凭另域/新研究合作重置公司年。"
    },
    {
      "id": "TC26CYBER-CUDE-YEAR",
      "companyId": null,
      "title": "CUDE同域公司页成立字段",
      "url": "https://www.linkedin.com/company/cudelabs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "公司页website为thecude.com，自报2023、Birmingham及2—10范围，描述安全协作/AI治理。",
      "limitation": "原始公司自述不等注册核验；大学合作探索不当已出独立效果结论，未确认合同/现价格。"
    },
    {
      "id": "TC26CYBER-DETECTIF-HOME",
      "companyId": null,
      "title": "Detectif当前语音验证模型",
      "url": "https://detectif.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "当前四产品覆盖音频伪造、说话人匹配、通话状态及语音Agent，提供云/VPC/本地/端侧交付入口。",
      "limitation": "模型/部署入口不证明当前付费或所有环境可用；银行/设备OEM未来分发与实际合同分开，未执行语音识别或提交音频。"
    },
    {
      "id": "TC26CYBER-DETECTIF-COMPANY",
      "companyId": null,
      "title": "Detectif原始团队与用途",
      "url": "https://detectif.ai/company",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "公司页列AyushSahu、TariniSaiPadmanabhuni等研究人员，语音真实性/身份及电话场景；可读页无明确成立年。",
      "limitation": "研究作者不当精确团队总数；公司化/法人及旧项目年未知，未将媒体人物介绍替成注册年份。"
    },
    {
      "id": "TC26CYBER-DETECTIF-BENCHMARK",
      "companyId": null,
      "title": "Detectif基准指标归属与范围",
      "url": "https://detectif.ai/benchmark",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "厂商页引Podonos4524音频评分，准确率94.47%、合成检测97.3%；24ms延迟明确vendorreported。",
      "limitation": "延迟非独立测量；来源GitHub固定提交87673d5本轮Cachemiss，未核源码/原始结果或独立运行；22/23系统口径不强行统一，不推广到真实电话/所有语言。"
    },
    {
      "id": "TC26CYBER-DETECTIF-YEAR-ACCESS",
      "companyId": null,
      "title": "Detectif成立原始补证缺项",
      "url": "https://www.linkedin.com/in/tarini-padmanabhuni",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公开主页缓存与成立补证缺项",
      "summary": "创办者原主页搜索缓存转载媒体文章称2025创办；候选公司LinkedIn路径不可读，官网公司页本身未列成立年。",
      "limitation": "转载媒体的年份不是直接原始注册/独立创办确认；保留pending-year，不能用2026参赛/CEO履历起点推年。"
    },
    {
      "id": "TC26CYBER-HARDSHELL-HOME",
      "companyId": "TC-HARDSHELL",
      "title": "Hardshell数据安全/授权检索",
      "url": "https://hardshell.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "企业数据留原处，按用户权限检索，向外部模型发送前替换敏感标识，并记录检索/测试泄露风险；提供云、私有或离线方案。",
      "limitation": "攻击/保护演示与ATLAS映射为厂商描述，不等独立认证或已部署效果；模型训练保护与当前检索产品边界分开。"
    },
    {
      "id": "TC26CYBER-HARDSHELL-YEAR",
      "companyId": "TC-HARDSHELL",
      "title": "Hardshell原始公司页成立字段",
      "url": "https://www.linkedin.com/company/hardshell-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "同域公司页自报2025、CharlottesvilleVA及2—10范围。",
      "limitation": "公司自填年非独立注册；第三方2024旧数据/描述未作为原始成立依据，关联人数不作精确团队。"
    },
    {
      "id": "TC26CYBER-HARDSHELL-SEC",
      "companyId": "TC-HARDSHELL",
      "title": "Hardshell原始融资申报",
      "url": "https://www.sec.gov/Archives/edgar/data/2087718/000208771825000001/primary_doc.xml",
      "publishedAt": "2025-09-23",
      "accessedAt": "2026-10-31",
      "kind": "官方SEC原始XML搜索正文",
      "summary": "原始FormD搜索正文列HardshellInc、Charlottesville及AndrewSchoka，2025-09-23证券融资已售200000。",
      "limitation": "XML搜索正文可读不称实时注册核验；融资200000/计划800000和资金用途不作销售/ARR，成立精确日期及财务确认仍待核。"
    },
    {
      "id": "TC26CYBER-HODOR-HOME",
      "companyId": "TC-HODOR",
      "title": "HODOR Agent身份与权限网关",
      "url": "https://www.hodor.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "MCP网关提供Agent身份、载荷策略、PII处理和审计，部分CLI/设备功能标comingsoon。",
      "limitation": "即将上线与现有网关分开；页面动画日志非真实客户结果，未部署或接入SaaS，token节省不是自身收入。"
    },
    {
      "id": "TC26CYBER-HODOR-TERMS",
      "companyId": "TC-HODOR",
      "title": "HODOR条款运营者与合同货币",
      "url": "https://www.hodor.ai/terms",
      "publishedAt": "2026-04-14",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "条款列COLIBRISAS、SIREN988928891、Neuilly-sur-Seine地址；HODOR为品牌。合同价格以欧元不含税，按单独报价/订单为准，可固定/周期/用量。",
      "limitation": "2026-04-14更新不当成立；公开标价不等实际签约，99.5%SLA为承诺而非观测；股本500欧不是收入。"
    },
    {
      "id": "TC26CYBER-HODOR-PRICE",
      "companyId": "TC-HODOR",
      "title": "HODOR按用户月费",
      "url": "https://www.hodor.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "Team1—250用户€12/人/月，Business250—500用户€10，Enterprise年度定制；Agent身份和调用数不设同类计价。",
      "limitation": "席位档与年约是报价，不证明付费席位/MRR；私有部署、BYOK和支持在企业档范围，实际采购与实施成本待核。"
    },
    {
      "id": "TC26CYBER-HODOR-REGISTER",
      "companyId": "TC-HODOR",
      "title": "法国官方企业API编号核验",
      "url": "https://recherche-entreprises.api.gouv.fr/search?q=988928891",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方企业公开API与公司条款唯一编号对应",
      "summary": "官方公开API普通HTTP200返回COLIBRI、SIREN988928891、datecreation2025-07-02，地址17RueSaintJames92200与条款一致。",
      "limitation": "公开登记数据而非收入审计；annuaire网页本轮无可读正文，不把商业聚合站零员工或股本当团队/收入，未查询受限个人数据。"
    },
    {
      "id": "TC26CYBER-INDORA-HOME",
      "companyId": null,
      "title": "Indora Arbiter企业AI授权",
      "url": "https://www.indoralabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "Arbiter发现组织AI活动、分类敏感内容并对支持动作执行策略，面向安全/合规团队。",
      "limitation": "支持范围/执行效果为厂商描述；只见请求演示，无可核价格、合同和实际部署结果。"
    },
    {
      "id": "TC26CYBER-INDORA-PROFILE",
      "companyId": null,
      "title": "Indora同域公司页缺年",
      "url": "https://www.linkedin.com/company/indora-labs/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "原始公司页网址indoralabs.com、2—10范围，当前可读页无Founded。",
      "limitation": "第三方2025和融资数字不替原始成立依据；相近IndoraAI商业/其他产品年份不套用。"
    },
    {
      "id": "TC26CYBER-INDORA-ACCELERATOR",
      "companyId": null,
      "title": "Techstars原始2026队列介绍",
      "url": "https://www.techstars.com/newsroom/meet-the-startups-joining-techstars-spring-2026-accelerator-programs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "原始春季2026名单列Indora为受监管数据工作流合规基础设施。",
      "limitation": "批次证明参与而非2026成立；本轮不把不同Techstars标签/资金合并为收入或全目录覆盖，精确注册/成立仍缺。"
    },
    {
      "id": "TC26CYBER-MAGIER-HOME",
      "companyId": null,
      "title": "MagierAI当前治理/合规产品",
      "url": "https://magier.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "网页工具超时，普通HTTP200正文可读：AI治理、风险、第三方监控、问卷及审计证据，含数据保护。",
      "limitation": "仪表盘合规百分比/Acme示例不当实际合规认证或付费；人工治理、顾问服务和软件净费未拆，未独立测试。"
    },
    {
      "id": "TC26CYBER-MAGIER-YEAR",
      "companyId": null,
      "title": "Magier公司原始主页",
      "url": "https://www.linkedin.com/company/magier",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "公司页精确同域，自报2024成立、SanDiego、2—10范围。",
      "limitation": "投资/合作和过往奖项不重置公司年或当收入，旧隐私API定位与当前治理平台分开。"
    },
    {
      "id": "TC26CYBER-PSYBERCOG-HOME",
      "companyId": "TC-PSYBERCOG",
      "title": "PsyberCog当前决策生态定位",
      "url": "https://www.psybercog.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "原域/公司About可读内容较简：分析造成不安全网络决策的条件，并有案例、研究、投资案例计算器入口。",
      "limitation": "当前简页不证明完整AI产品部署；ROI计算器/匿名案例不是自身收入，不把安全咨询全部当软件订阅。"
    },
    {
      "id": "TC26CYBER-PSYBERCOG-YEAR",
      "companyId": "TC-PSYBERCOG",
      "title": "PsyberCog公司页AI作用及成立字段",
      "url": "https://www.linkedin.com/company/psybercoglabs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "同域公司页自报2025、KatyTX及2—10范围；PATHMap为AI辅助决策引擎，PATHScan为行为风险评估，包含咨询/干预伙伴。",
      "limitation": "AI与效果为厂商说明、未独立测试；关联8人不作精确团队。安全票据减少/客户ROI非自身ARR，项目和平台收入待拆。"
    },
    {
      "id": "TC26CYBER-REIN-HOME",
      "companyId": null,
      "title": "Rein当前Agent运行安全",
      "url": "https://reinsec.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "发现Agent/MCP并记录动作/数据访问，在运行环境检测和阻断偏离；部署强调数据留在组织。",
      "limitation": "100%可见/零停机是厂商主张非独立核验；首页$25M轮/$35M融资不作经营收入，创始人旧产品收入不继承。"
    },
    {
      "id": "TC26CYBER-REIN-YEAR",
      "companyId": null,
      "title": "Rein同域公司页成立字段",
      "url": "https://www.linkedin.com/company/rein-security/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "同域公司页自报2024成立、11—50范围，当前Agent安全与MatanBarEfrat/NetanelRubin团队对应。",
      "limitation": "非工商实时核验；岗位/关联人数和客户标识不作精确团队或收入，旧软件App运行安全到Agent定位沿革不重置成立。"
    },
    {
      "id": "TC26CYBER-SPEKTRUM-HOME",
      "companyId": null,
      "title": "Spektrum安全韧性/恢复证据",
      "url": "https://spektrum.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "连接安全控制、恢复测试、合规与保险要求，提供可分享证据；部分ClaimsDefense/旅程标comingsoon。",
      "limitation": "证明/加密证据与保险赔付承诺分开，未独立测试；保额、避免损失、客户投资组合与服务项目不是自身ARR。"
    },
    {
      "id": "TC26CYBER-SPEKTRUM-YEAR",
      "companyId": null,
      "title": "Spektrum原始公司页成立字段",
      "url": "https://www.linkedin.com/company/spektrumlabs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "官网反链公司页自报2021成立，描述安全、可保性与恢复证据。",
      "limitation": "公司自填年份非精确注册；原tokenization/保险等旧定位不重置成立，关联22人不当独立团队审计。"
    },
    {
      "id": "TC26CYBER-STRAIKER-HOME",
      "companyId": null,
      "title": "StraikerAgent发现/对抗与运行防护",
      "url": "https://www.straiker.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "当前发现Agent/MCP/Skills、对抗评估、运行检测/阻断与停止开关。",
      "limitation": "STARLabs攻击比例属厂商研究范围，不泛化所有系统或当本轮独立横测；金融客户损失/融资和市场规模不当收入。"
    },
    {
      "id": "TC26CYBER-STRAIKER-YEAR",
      "companyId": null,
      "title": "Straiker同域公司公开页",
      "url": "https://www.linkedin.com/company/straikerai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "同域公司页正文明确Founded2024、AI原生安全团队，和保龄球straiker.com/2012为不同主体。",
      "limitation": "2025产品launch不等公司2025成立；公司规模范围与关联人数/外部不同规模不选一当精确团队，未核合同。"
    },
    {
      "id": "TC26CYBER-TROTTA-HOME",
      "companyId": "TC-TROTTA",
      "title": "Trotta当前原始首页范围",
      "url": "https://www.trotta.io/",
      "publishedAt": "2026-10-30",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026安全组原始资料复核",
      "summary": "当前主页为FelaAkinse署名2026-10-30认知/社会工程风险文章和预约入口，非完整产品/收费文档。",
      "limitation": "文章引述事故损失、行业估算和新闻未经本轮逐条核验，不作为事实重述或公司收入；思想文章不证明已运行防护产品。"
    },
    {
      "id": "TC26CYBER-TROTTA-YEAR",
      "companyId": "TC-TROTTA",
      "title": "Trotta公司原始主页搜索缓存",
      "url": "https://www.linkedin.com/company/trotta",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司公开主页搜索缓存与直达访问缺项",
      "summary": "原始公司页搜索正文可读：网址trotta.io，自报2025、2—10范围、AI模拟网络攻击；列FelaAkinse等。",
      "limitation": "直达本轮UnexpectedStatus/Cachemiss，记录仅搜索缓存可读；奖项/融资不是客户销售，精确法人及当前自动防护交付未核。"
    },
    {
      "id": "TC26FIN-ALLIN-HOME",
      "companyId": "TC-ALLIN-AI",
      "title": "AllinAI当前资本关系工作流",
      "url": "https://theallin.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "CapitalBrain整合公司叙事、公开市场/SEC资料与投资者信号，辅助配对、融资跟进和IR；当前earlyaccess，称SaaSpricing/from$0。",
      "limitation": "市场年融资额、演示Duolingo财务/用户数及传统顾问原$20K—50K月费不是Allin收入/售价；资本募集金额与软件费/佣金须拆，未提交公司或投资者信息。"
    },
    {
      "id": "TC26FIN-ALLIN-YEAR",
      "companyId": "TC-ALLIN-AI",
      "title": "AllinAI公司原始成立字段",
      "url": "https://www.linkedin.com/company/allinai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "同域公司页自报2025、NewYorkCity及2—10范围，称正服务美国上市公司二次发行场景。",
      "limitation": "公司自填非注册核验；live/交易促成声明不等本轮核合同、实际资金/收入或收费定义，不混其他AllinTech同名公司。"
    },
    {
      "id": "TC26FIN-APARTA-HOME",
      "companyId": null,
      "title": "Aparta共同房屋所有权产品",
      "url": "https://www.aparta.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "原网址转/dk而普通HTML另可读英文：与居住者共同持有房屋，居住者继续使用，部分使用费在共同所有权结束时结算。",
      "limitation": "房价、抵押余额、购入份额和未来退出收益不是软件MRR/ARR；示例金额/计算器不作真实交易，未提交申请。"
    },
    {
      "id": "TC26FIN-APARTA-YEAR",
      "companyId": null,
      "title": "Aparta原始公司主页年份",
      "url": "https://www.linkedin.com/company/aparta",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "同域公司页自报2023成立、11—50范围，EilinSchjetne团队与当前首页一致。",
      "limitation": "公司自述非精确集团注册；原站列ApartaGroupAS编号933194620，本轮官方登记API连接重置未读取，不能假称登记已核。"
    },
    {
      "id": "TC26FIN-APARTA-ABOUT",
      "companyId": null,
      "title": "Aparta公司愿景与集团范围",
      "url": "https://www.aparta.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "原始About转/dk/about，当前讲共同所有权/住房金融模式与ApartaGroup品牌。",
      "limitation": "AI估值/决策模型和独立效果本批未证；融资/房产投资收益、使用费与平台/软件净费应分开，范围外仍保留AI缺项。"
    },
    {
      "id": "TC26FIN-CEDAR-HOME",
      "companyId": null,
      "title": "CedarDB交易分析数据库",
      "url": "https://cedardb.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "PostgreSQL兼容数据库将OLTP/OLAP合于同引擎和数据副本，可自托管、云或全托管，列AI应用场景。",
      "limitation": "数据库支撑AI不等AI主营；性能倍数为厂商说明，未下载、编译或运行数据库。免费自托管、云算力与软件服务收入待拆。"
    },
    {
      "id": "TC26FIN-CEDAR-YEAR",
      "companyId": null,
      "title": "CedarDB原始公司沿革",
      "url": "https://cedardb.com/about/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "公司原文说2017起Umbra研究、2024从TUMspinout，当前仍由原研究团队建设。",
      "limitation": "研究起点不当公司2017成立，2025融资/发布不改2024spinout；精确注册及价格/收入未核。"
    },
    {
      "id": "TC26FIN-DODOCS-HOME",
      "companyId": null,
      "title": "DoDocs当前AI会计流程",
      "url": "https://dodocs.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "accOS收集/提取票据、匹配银行、对账和记账，异常交人工，集成QuickBooks/Xero/Zoho。",
      "limitation": "演示sandbox、客户Logo、准确率/效率宣传非独立实测或收入；未上传客户发票、银行单或接入财务系统。"
    },
    {
      "id": "TC26FIN-DODOCS-YEAR",
      "companyId": null,
      "title": "Techstars原始DoDocs资料",
      "url": "https://jobs.techstars.com/companies/dodocs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "加速器公开公司页精确网址dodocs.ai，列foundedin2023及文档处理自动化。",
      "limitation": "原始加速器字段非独立注册；旧文档助手到会计定位不重置年，未采其他聚合站2022/人数作精确值。"
    },
    {
      "id": "TC26FIN-DODOCS-PRICE",
      "companyId": null,
      "title": "DoDocs当前软件套餐",
      "url": "https://dodocs.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "明确USD：公司Base19/月；FirmStarter39/月、前10客户免费后10/客户/月，消费用量另计。Payroll69/月和DocExchange99/月标comingsoon。",
      "limitation": "挂牌价/免费客户/现金返还不是收入；未上市项目不当现已实现经常费，实际用量、净费、退订及人工边界未核。"
    },
    {
      "id": "TC26FIN-FINAIVE-HOME",
      "companyId": "TC-FINAIVE",
      "title": "Finaive原域当前访问范围",
      "url": "https://finaive.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "普通HTTP200仅标题PaymentProtection/AITrustMarketplace，网页工具仅跟踪图片，无可读产品/收费正文。",
      "limitation": "原站200不是完整产品可读；业务和年份以下列公司原始页补证，未提交交易/资金或执行页面脚本。"
    },
    {
      "id": "TC26FIN-FINAIVE-YEAR",
      "companyId": "TC-FINAIVE",
      "title": "Finaive原始公司AI用途与年份",
      "url": "https://ng.linkedin.com/company/finaive",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "公司页精确同域，自报2025、AbujaNigeria、2—10范围；描述AIpoweredmarketplace、商户验证、smartescrow和反欺诈，连接买卖双方/服务提供商。",
      "limitation": "厂商AI作用描述未获可读模型/实现或独立测试；平台交易本金、商户销售和资金保护非自有收入，实际净费和支付/托管主体未知。"
    },
    {
      "id": "TC26FIN-FIRSTGLANCE-HOME",
      "companyId": null,
      "title": "FirstGlance当前发现平台",
      "url": "https://firstglance.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "平台连接创业者和投资者，提供资料、筛选/跟踪、沟通及Pro权益；称100+活跃早期投资者和原$1B+drypowder。",
      "limitation": "投资者可投资金、展示的创业者融资/团队/用户、软件credits权益不是本平台收入；筛选/发现功能不单独证明AI核心。"
    },
    {
      "id": "TC26FIN-FIRSTGLANCE-PROFILE",
      "companyId": null,
      "title": "FirstGlance原始公司页缺年",
      "url": "https://www.linkedin.com/company/firstglance1",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "同域公司页列2—10范围、JonnyBoyarsky等，当前可读字段无Founded。",
      "limitation": "不把第三方2024、当前目录发布时间或创办者旧履历当已核成立；精确法人年及AI交付缺项保留。"
    },
    {
      "id": "TC26FIN-FIRSTGLANCE-LEGAL",
      "companyId": null,
      "title": "FirstGlance法律主体与访问差异",
      "url": "https://firstglance.io/privacy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "原始隐私页列FirstGlanceCorporation；/terms网页工具不可读，普通HTTP200却返回同类隐私告知正文。",
      "limitation": "法律页名称不证明注册年，当前terms响应不当完整服务收费合同；没有据此判停业/零收入或自动选2024。"
    },
    {
      "id": "TC26FIN-PRISMM-HOME",
      "companyId": null,
      "title": "Prismm当前银行遗产协同",
      "url": "https://getprismm.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "网页工具首页可读银行/信用社嵌入式继承人、账户及遗产协同；普通HTTP首页403，记录访问差异。",
      "limitation": "遗产/存款转移市场规模和保留存款是客户资产，不当自身收入；当前AI核心未核，不把合作/安全标识当独立审计。"
    },
    {
      "id": "TC26FIN-PRISMM-TERMS",
      "companyId": null,
      "title": "Prismm原始旧运营条款",
      "url": "https://getprismm.com/terms",
      "publishedAt": "2021-05-17",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "原始条款2021-05-17列WunderwoodCorporationd/b/aPrismm及getprismm服务，管理/分享家庭财务法律资料。",
      "limitation": "证明2025前有业务材料，不把条款日说成精确注册；旧个人vault与当前银行集成的合同/收费边界未知。"
    },
    {
      "id": "TC26FIN-PRISMM-PROFILE",
      "companyId": null,
      "title": "Prismm公司原始公开页",
      "url": "https://www.linkedin.com/company/getprismm",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "同域公司页列BirminghamAL、2—10范围及MarthaUnderwood团队，旧vault与当前inheritance定位分别可见。",
      "limitation": "无Founded字段不补第三方2021作精确注册；公司帖子提其他参赛名称与本次总入口快照不同，不据帖子改写原10项。"
    },
    {
      "id": "TC26FIN-TABBY-HOME",
      "companyId": null,
      "title": "Tabby当前小企业记账产品",
      "url": "https://www.usetabby.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "小企业AI记账、财务问答/发票/税前账表，连接银行交易进行分类与报告。",
      "limitation": "银行流水/被管理费用和节税估算非Tabby收入；未接入账户或提交凭证，安全标识/准确率未独立测试。"
    },
    {
      "id": "TC26FIN-TABBY-YEAR",
      "companyId": null,
      "title": "Tabby官方帮助页成立与发布",
      "url": "https://help.usetabby.com/en/article/general-information-t8gtgt/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "原始帮助页明确公司2024formed、产品2025-07-29公开ProductHunt发布；与tabby.ai中东BNPL公司无关。",
      "limitation": "公司自述非注册核验，2025发布不当成立；软件准备账表、不提供报税服务，人工CPA/报税收入不继承。"
    },
    {
      "id": "TC26FIN-TAXFIGURE-HOME",
      "companyId": "TC-TAXFIGURE",
      "title": "TaxFigure专业税务工作流",
      "url": "https://taxfigure.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "提供联邦/SALT研究引用、文档分析、申报复核、规划建模及备忘录，按客户实体保持上下文。",
      "limitation": "OCR/准确率和引用完整性为厂商描述，本轮未测试或使用税务结论；客户税收/咨询增收和演示金额不是本公司营收。"
    },
    {
      "id": "TC26FIN-TAXFIGURE-YEAR",
      "companyId": "TC-TAXFIGURE",
      "title": "TaxFigure原始公司页成立字段",
      "url": "https://www.linkedin.com/company/taxfigure",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "公司页同域、自报2025、ScottsdaleAZ、2—10范围；产品来自HighRockAccounting实务经验。",
      "limitation": "原会计师事务所经营规模/收费不继承；公司自填年非独立注册，关联3人不当精确团队。"
    },
    {
      "id": "TC26FIN-TAXFIGURE-PRICE",
      "companyId": "TC-TAXFIGURE",
      "title": "TaxFigure席位与credit报价",
      "url": "https://taxfigure.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "标题年付等值原$8/席位/月含100credits；默认5席位计算器展示$7.50/席位/月、450/年，并有用量加购及企业采购阈值。",
      "limitation": "标题、默认折扣示例与实际订单分列，不替用户推算收入；credit有效期/消耗非现金，年付月等值不等当月收款。税务条款另明确费用USD；$15000ACV为自助采购阈值非已签收入。"
    },
    {
      "id": "TC26FIN-TAXFIGURE-TERMS",
      "companyId": "TC-TAXFIGURE",
      "title": "TaxFigureLLC主体与计费条款",
      "url": "https://taxfigure.com/terms",
      "publishedAt": "2026-09-16",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "2026-09-16条款列TaxFigureLLC，收费/支付为USD，credit12个月过期，订阅可续订，产品作为税务研究辅助工具。",
      "limitation": "条款及©2024—2026不是独立成立证据；与公司页2025及旧事务所项目沿革分别留缺，不把条款当注册或税务专业服务合同。"
    },
    {
      "id": "TC26FIN-ZEEH-HOME",
      "companyId": null,
      "title": "ZeehGlobal当前身份与信用API",
      "url": "https://usezeeh.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "原网址转www，网页工具可读AI/openbanking身份与跨境信用/现金流评估，面向银行和贷款机构。",
      "limitation": "普通HTTP重读TLS超时不当停业；借款/交易本金、用户信用数据与平台API净费分开，FCRA等对齐宣传未独立核。"
    },
    {
      "id": "TC26FIN-ZEEH-YEAR",
      "companyId": null,
      "title": "Zeeh原始公司页成立字段",
      "url": "https://www.linkedin.com/company/zeeh-africa/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "公司页自报2022成立、11—50范围、LewesDelaware/Lagos，website为zeeh.africa。",
      "limitation": "此页为旧原域，以下列官方反链对应usezeeh；全球品牌/新法人成立及精确注册仍待核，不把扩展全球年份重置旧业务。"
    },
    {
      "id": "TC26FIN-ZEEH-BRAND-LINK",
      "companyId": null,
      "title": "Zeeh原域官方跨域产品反链",
      "url": "https://www.zeeh.africa/blog/how-global-platforms-can-use-zeeh-from-fintechs-to-recruiters-and-proptechs",
      "publishedAt": "2025-11-03",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026金融组原始资料复核",
      "summary": "2025-11-03公司原域文章将globalverification明确链接usezeeh.com，讲AI验证、信用和开放银行同类业务。",
      "limitation": "官方同品牌网页联系不等全部法人/并表确认；地域覆盖/减少欺诈/客户放贷规模不当自身ARR，精确价目和合同未核。"
    },
    {
      "id": "TC26GOV-BAKUA-HOME",
      "companyId": null,
      "title": "Bakua官网当前访问与缓存范围",
      "url": "https://bakua.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "网页直达仅标题；同一官网搜索缓存讲自动驾驶城市场景验证、许可材料及承保准备。",
      "limitation": "普通HTTP本次报错，先前标题可读不等正文始终可读；没有原始成立字段、精确团队或实际合同，场景就绪分数非独立效果。"
    },
    {
      "id": "TC26GOV-BAKUA-PERMIT",
      "companyId": null,
      "title": "Bakua Permit原始产品缓存",
      "url": "https://bakua.ai/products/permit",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "原始产品搜索缓存描述Agent整理许可材料、跟踪申请和续期，结合运营记录/城市场景提出路线。",
      "limitation": "为公司自述，未登录/提交许可或读取执行实现；保险保费、押金、车队交易与平台软件净费须拆，未核当前售价或收入。"
    },
    {
      "id": "TC26GOV-ALLIED-HOME",
      "companyId": null,
      "title": "Health Allied Licensure原始网址访问缺项",
      "url": "http://allied360.io",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "按原总入口访问该网址；网页工具不可读，本次普通HTTP也失败，先前200响应只有域名标题。",
      "limitation": "无法据域名确认当前健康执照业务、AI作用或成立年；近名IT资产处置公司的聚合资料未获原始主体对应，不搬入该候选。"
    },
    {
      "id": "TC26GOV-LEGALI-HOME",
      "companyId": "TC-LEGALI-AI",
      "title": "Legali当前法律AI产品",
      "url": "https://legali.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "Lea整理用户记录，TeamLegali辅助律师研究、证据文档整理及起草；最终文书由律师审阅。",
      "limitation": "语言覆盖、用户量、院校/机构标识均为自报展示，不是独立验证或收入；未上传案件、连接个人账户或注册。"
    },
    {
      "id": "TC26GOV-LEGALI-YEAR",
      "companyId": "TC-LEGALI-AI",
      "title": "Legali公司原始成立字段",
      "url": "https://www.linkedin.com/company/legali-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "公司页同域legali.ai，自报2025、SanFrancisco及2—10人数范围；多个法律产品共享基础设施。",
      "limitation": "公司自填非注册；关联账户数不作团队人数，不套用聚合站同名罗马尼亚2023主体。产品线不各算独立公司。"
    },
    {
      "id": "TC26GOV-LEGALI-TERMS",
      "companyId": "TC-LEGALI-AI",
      "title": "Legali技术平台与律师服务边界",
      "url": "https://legali.ai/legal/terms",
      "publishedAt": "2025-10-23",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "条款标2025-10-23更新，平台与独立律师约定分开；收费USD，订阅到期续订，未见本页具体金额。",
      "limitation": "条款日期不替成立；软件/订阅与律师服务合同/费用分别核，未见自身经常收入金额。平台不承诺用户与其产生律师关系。"
    },
    {
      "id": "TC26GOV-LEXSY-HOME",
      "companyId": null,
      "title": "Lexsy原始官网可读范围",
      "url": "https://www.lexsy.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "本次普通HTTP200仅标题，称创业公司及其投资者的LegalOperatingSystem。",
      "limitation": "标题不能单独证明交付、成立年或经常收费；网页工具无可读正文。"
    },
    {
      "id": "TC26GOV-LEXSY-FOUNDER",
      "companyId": null,
      "title": "Lexsy创始人原始业务说明",
      "url": "https://kristinasubbotina.substack.com/p/the-future-of-legal-isnt-ai-its-ai",
      "publishedAt": "2025-06-14",
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "KristinaSubbotina于2025-06-14描述Lexsy为AI与人工律师协作的创业公司法律服务，覆盖组建到退出。",
      "limitation": "文章证明当时已有业务而非精确2025成立；100多客户为自述，不年化收入。文中竞品500美元/传统律师时薪不是Lexsy报价，旧Lawlace业务不继承。"
    },
    {
      "id": "TC26GOV-LEXSY-BAR",
      "companyId": null,
      "title": "California Bar原始律师名录与Lexsy对应",
      "url": "https://apps.calbar.ca.gov/attorney/Licensee/Detail/341331",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "KristinaSubbotina律师名录列执业状态Active、LexsyPC机构名和www.lexsy.ai网站。",
      "limitation": "机构/网站字段由律师提供；证明对应线索，不证明公司成立年。律师2021获准执业不是Lexsy成立时间，未复制个人联系方式。"
    },
    {
      "id": "TC26GOV-POLLSEE-HOME",
      "companyId": null,
      "title": "PollSee公共提案与模拟",
      "url": "https://itspollsee.org/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "官网讲提案起草、邻里联署及选区模拟，免费提案；首页示例明确illustrative。",
      "limitation": "城市覆盖/预测及联署量不是净收入，也不代表法案已通过；未下载App、提交提案或个人政治资料。"
    },
    {
      "id": "TC26GOV-POLLSEE-YEAR",
      "companyId": null,
      "title": "PollSee原始公司页成立字段",
      "url": "https://www.linkedin.com/company/pollsee",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "公司页同域itspollsee.org，自报2024、NewYorkCity及2—10范围，描述AI辅助政策模拟。",
      "limitation": "公司自述非精确登记；分析师审核与软件/专业服务收费须拆，模拟预测未经本轮独立测试。"
    },
    {
      "id": "TC26GOV-TZUN-HOME",
      "companyId": "TC-TZUN",
      "title": "Tzun决策证据记录与自述限制",
      "url": "https://tzun.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "记录AI建议、人工决定/理由、签署者、时点和模型版本；官网明确仅凭导出尚不能检查签名，演示为说明性图例。",
      "limitation": "密码学记录完整性不证明决策正确或法院必然接受；专利申请不当授权或收入。自报live未核客户合同，未执行演示。"
    },
    {
      "id": "TC26GOV-TZUN-YEAR",
      "companyId": "TC-TZUN",
      "title": "Tzun原始公司页成立字段",
      "url": "https://www.linkedin.com/company/tzun",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "同域公司页自报2025、1employee，列SandraSertel，与官网Founder对应。",
      "limitation": "自报非独立注册/在职人数核验；官网另链tzun-ai页本轮不可读，当前可读tzun页通过同域和创始人对应，不只靠近名。"
    },
    {
      "id": "TC26GOV-TZUN-SDK",
      "companyId": "TC-TZUN",
      "title": "Tzun官方所链SDK公开说明",
      "url": "https://github.com/TzunAI/tzun",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "首页所链仓库README可读：TypeScript/PythonSDK、规范化摘要/哈希链和可选签名，pre1.0；试点需书面协议，源码发布供阅读且未授使用许可。",
      "limitation": "仓库树可见但src和独立verifier链接本轮缓存不可读，未完整读实现/运行；不称开源或独立实测。README说明verified只覆盖记录/链，signatureValid空值非验证通过。"
    },
    {
      "id": "TC26GOV-WELLPLAYD-HOME",
      "companyId": null,
      "title": "wellplayd体育组织治理软件",
      "url": "https://wellplayd.org/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "官网列保护方案、证明文件跟踪、举报渠道、培训与合规流程，有30天试用。",
      "limitation": "没有确认AI为核心；自动提醒/流程管理不直接作AI证明。合作成员每月5欧优惠是折扣不是售价或MRR，行业会员规模不是客户。"
    },
    {
      "id": "TC26GOV-WELLPLAYD-YEAR",
      "companyId": null,
      "title": "wellplayd原始公司页年份",
      "url": "https://de.linkedin.com/company/wellplayd",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "公司页自报2025、Hamburg及2—10范围，业务与同域体育组织软件相符。",
      "limitation": "公司年份不证明AI核心，关联账户不作团队精确值；品牌/新旧法人沿革与精确注册仍待核。"
    },
    {
      "id": "TC26GOV-WELLPLAYD-LEGAL",
      "companyId": null,
      "title": "wellplayd原始Impressum主体",
      "url": "https://wellplayd.org/impressum",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026法律与公共事务组原始资料复核",
      "summary": "原始法律声明列wellplaydGmbH、Hamburg登记HRB197359及JaninaJaspers。",
      "limitation": "该页未列注册日期，不搬入第三方2026日期作为已核官方登记，也不将版权年当成立；主营AI作用仍缺。"
    },
    {
      "id": "TC26HR-ASKMAE-HOME",
      "companyId": null,
      "title": "AskMAE当前交付与主体",
      "url": "https://askmae.ai/about.php",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026人才与招聘组原始资料复核",
      "summary": "当前官网主体AskMAEaiLLC、VirginiaBeach，描述把专业知识定制为AI应用，企业自动化与个人成长均列。",
      "limitation": "当前交付不限招聘；安全护栏、专利申请、产品/构建数量是自报，未独立验证，创始人多年经验不替公司成立。"
    },
    {
      "id": "TC26HR-ASKMAE-PRICE",
      "companyId": null,
      "title": "AskMAE定制与订阅收费边界",
      "url": "https://www.askmae.ai/customers.php",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026人才与招聘组原始资料复核",
      "summary": "客户页称按定制范围报价，未公开金额；官网投资者页另分一次性定制、模块、dashboard订阅等收入线。",
      "limitation": "订阅模式/拟售产品不等已实现ARR；客户自有IP产品销售、硬件与软件净费须拆，未索取非公开deck或预约。"
    },
    {
      "id": "TC26HR-ASKMAE-REGISTRY-GAP",
      "companyId": null,
      "title": "AskMAE原始登记入口未能读取",
      "url": "https://cis.scc.virginia.gov/EntitySearch/BusinessInformation?businessId=12021243",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026人才与招聘组原始资料复核",
      "summary": "按登记转载所列实体号尝试VirginiaSCC入口，本轮网页工具不可达，未读到官方实体记录。",
      "limitation": "第三方转载称2026-05-22而未获原始记录，本条仅记录访问缺项，查询参数不是已核官方记录ID；官网法律页2026更新不替成立。"
    },
    {
      "id": "TC26HR-NTANGIBLE-HOME",
      "companyId": null,
      "title": "NTangible原始官网可读范围",
      "url": "https://ntangible.co",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026人才与招聘组原始资料复核",
      "summary": "原域网页工具仅标题：心理表现/认知评估平台。",
      "limitation": "正文不可读，官网可用不等完整产品核验；业务以下列原始公司页补证，不下载评估或采个人测评。"
    },
    {
      "id": "TC26HR-NTANGIBLE-YEAR",
      "companyId": null,
      "title": "NTangible原始公司字段与缓存差异",
      "url": "https://www.linkedin.com/company/ntangible",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026人才与招聘组原始资料复核",
      "summary": "同域公司页现自报2023、Toronto及2—10范围，讲运动员认知/压力下决策评估。",
      "limitation": "搜索缓存曾列2024，当前www/ca读取均2023；两者均范围前但精确登记仍待核，不把差异认定造假。评分与录取概率为厂商自述。"
    },
    {
      "id": "TC26HR-REEL-HOME",
      "companyId": null,
      "title": "ReelAnalytics比赛视频评估",
      "url": "https://reel-analytics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026人才与招聘组原始资料复核",
      "summary": "原始官网描述计算机视觉从比赛录像提取速度和运动能力指标，辅助运动员及教练招募评估。",
      "limitation": "球员数据库规模、客户队伍Logo和专利宣传非收入或独立准确性；定价/条款链接指向WordPress主机，不据链接名猜实际报价。"
    },
    {
      "id": "TC26HR-REEL-YEAR",
      "companyId": null,
      "title": "ReelAnalytics原始公司沿革字段",
      "url": "https://www.linkedin.com/company/reel-analytics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026人才与招聘组原始资料复核",
      "summary": "原始公司页自报2023、Atlanta及2—10范围，AlfonzoThurman/CoryYates团队与运动视频评估业务一致；website字段是reel-analytics.net。",
      "limitation": "与发现网址.com不同，产品/团队匹配仅作为网页对应线索，精确法人和新旧域关系待核，不冒称同域或注册已核。"
    },
    {
      "id": "TC26HR-SLI-HOME",
      "companyId": null,
      "title": "SLI当前Wing职业定位方案",
      "url": "https://sli.pro",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026人才与招聘组原始资料复核",
      "summary": "Wing以行为证据辅助职业定位、叙事和数字资料维护；称Berkeley机构为付费伙伴，有用户注册与效果自述。",
      "limitation": "多年方法研究不替公司成立；注册量、客户ROI及行业研究不作自身ARR或独立效果。持续checkin不直接证明订阅合同。"
    },
    {
      "id": "TC26HR-SLI-YEAR",
      "companyId": null,
      "title": "SLI原始公司页成立字段",
      "url": "https://www.linkedin.com/company/sli-pro",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026人才与招聘组原始资料复核",
      "summary": "同域公司页自报2024、SanFrancisco和2—10范围，描述专业定位/职业咨询。",
      "limitation": "自填年非注册；第三方LLC登记转载未核原始，不冒称官方登记已读。AI交付、人工咨询和机构服务收费边界尚缺。"
    },
    {
      "id": "TC26HR-YOUR360-HOME",
      "companyId": "TC-YOUR360",
      "title": "Your360语音反馈工作流",
      "url": "https://your360.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026人才与招聘组原始资料复核",
      "summary": "AI语音自我访谈、同事反馈收集、综合主题及教练式回顾，面向个人和组织人才发展。",
      "limitation": "客户Logo、访谈数和演示8人团队不作付费人数/团队规模；传统评估成本对比非自身收入，未提交同事反馈或执行语音演示。"
    },
    {
      "id": "TC26HR-YOUR360-YEAR",
      "companyId": "TC-YOUR360",
      "title": "Your360原始公司成立字段",
      "url": "https://www.linkedin.com/company/your360ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026人才与招聘组原始资料复核",
      "summary": "同域公司页自报2025、SanFrancisco及2—10范围；JaredGoralnick等团队与官网相符。",
      "limitation": "公司自填非独立雇员核验；关联账户含顾问，不把人数当精确团队或搬前LinkedIn业务规模。"
    },
    {
      "id": "TC26HR-YOUR360-TERMS",
      "companyId": "TC-YOUR360",
      "title": "Your360原始服务主体",
      "url": "https://your360.ai/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026人才与招聘组原始资料复核",
      "summary": "2026-09-28修订条款列Your360AIInc.为网站和语音反馈平台所有者。",
      "limitation": "条款日不替成立，具体销售/履约合同与专业科学家支持仍需核；安全标识不作独立安全审计。"
    },
    {
      "id": "TC26HR-YOUR360-PRICE",
      "companyId": "TC-YOUR360",
      "title": "Your360按次评估而非订阅",
      "url": "https://your360.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026人才与招聘组原始资料复核",
      "summary": "定价页Team原$3995最多8位接受评估者/每位12反馈者，额外299，个人549；FAQ明确按每个360周期一次购买，含12个月内新功能。",
      "limitation": "页面仅$未在本页核明币种，不自行补USD；12个月功能访问不等年订阅，不能月化/年化成MRR/ARR，传统一万美元比较非自身售价。"
    },
    {
      "id": "TC26HR-YOUR360-SEC",
      "companyId": "TC-YOUR360",
      "title": "Your360原始FormD成立及证券发行",
      "url": "https://www.sec.gov/Archives/edgar/data/2145956/000214595626000001/xslFormDX01/primary_doc.xml",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026人才与招聘组原始资料复核",
      "summary": "发行人Your360AIInc.自报Delaware2025成立，签署者JaredGoralnick；首次证券销售日2025-09-16。",
      "limitation": "SEC公开的是发行人申报而非SEC核准财务；证券销售额和宽营收档不作软件ARR，与公司官网/条款名称及创始人对应。"
    },
    {
      "id": "TC26HR-YOUR360-LATKA",
      "companyId": "TC-YOUR360",
      "title": "Your360第三方估算待收入口径核验",
      "url": "https://getlatka.com/companies/your360.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "第三方估算：未与实际财务或ARR定义对齐",
      "summary": "Latka页明确660K美元/年是2025-11估算，称公司未公开收入；不是创始人已报告ARR。",
      "limitation": "第三方估算方法/实际合同未核，且官方现按次评估非订阅；本条只作来源核查，不新增收入观测或把估算改成公司披露。"
    },
    {
      "id": "TC26LOG-ATREUS-HOME",
      "companyId": "TC-ATREUS",
      "title": "Atreus航空运行恢复产品",
      "url": "https://atreusx.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "AURA面向航司运行控制中心，协同飞机、机组及旅客恢复方案，称liveMVP/开放试点、API与云/本地部署。",
      "limitation": "航空年度延误损失不是公司收入；响应时间/方案数/航司数据验证为厂商描述，本轮未读论文或独立产品测试，SOC2ready非已获审计。"
    },
    {
      "id": "TC26LOG-ATREUS-FOUNDER",
      "companyId": "TC-ATREUS",
      "title": "Atreus创始人原始公开资料及年份访问差异",
      "url": "https://www.startups.com/members/0bdd40c8-bfaa-4940-a9c8-72ff3656e8b7",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "KolawoleOgunsina创始人页同域atreusx.io，原始搜索缓存列Founded2025；当前正文列个人/共同创始团队和Launch。",
      "limitation": "当前直达正文未显示Founded，缓存字段与当前可读差异保留；自报非精确登记。年度营收0—100K宽区间不取中点、不当ARR或零收入，团队文字不填精确人数。"
    },
    {
      "id": "TC26LOG-ATREUS-POST",
      "companyId": "TC-ATREUS",
      "title": "Atreus创始人项目到公司的原始说明",
      "url": "https://www.linkedin.com/in/kolawole-ogunsina-78a78051",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "创始人公开页讲AURA由博士研究转产品，2026参赛相关帖子称Atreus即将满一岁，并直接反链atreusx.io。",
      "limitation": "相对日期不补精确成立日；前雇主航司收入/研究数据和创业客户付费分开，创业挑战融资/奖金目标不当实收。"
    },
    {
      "id": "TC26LOG-DESTRO-HOME",
      "companyId": "TC-DESTRO-AI",
      "title": "Destro仓库机器人协作产品",
      "url": "https://www.destroai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "MothershipOS协调仓库人员/异构机器人，VisionOS提供机载感知与操作智能，面向实际仓储流程。",
      "limitation": "生产率、成本/件、年节省与FTE替代均厂商结果描述，不作自身营收或独立横测；设备费用/集成服务/软件净费需拆。"
    },
    {
      "id": "TC26LOG-DESTRO-YEAR",
      "companyId": "TC-DESTRO-AI",
      "title": "Destro投资机构原始名录年份",
      "url": "https://jobs.bonfirevc.com/companies/destro-2-1400299e-afbf-4b11-a0b4-d4a8f4ac0a31",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "投资机构Bonfire招聘名录同域destroai.com，列foundedin2025、Brooklyn及1—10规模范围。",
      "limitation": "投资机构字段非独立注册，具体公司日/人数未知；不套用同名公司或旧团队前创业收入。"
    },
    {
      "id": "TC26LOG-DESTRO-RELEASE",
      "companyId": "TC-DESTRO-AI",
      "title": "Destro原始融资与部署声明",
      "url": "https://www.destroai.com/newsroom/destro-raises-8m",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "2026-09-29公司发布800万美元种子融资，称已有商业收入及生产部署，引用Yusen客户和投资人；讲两套机器人软件。",
      "limitation": "融资不是营收；商业收入无金额或经常合同，不年化为ARR。原文less-than-year与投资机构2025字段并列但精确成立日未核，客户引述不直接当独立实测。"
    },
    {
      "id": "TC26LOG-DEXA-HOME",
      "companyId": null,
      "title": "Dexa自主无人机配送网络",
      "url": "https://flydexa.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "当前官网面向商家提供无人机配送和托管网络，列自造飞行器及运营认证自述。",
      "limitation": "配送商品交易、硬件制造及实际运输服务不直接当软件ARR；客户Logo、交付速度和认证为公司自述，未核监管原始记录。"
    },
    {
      "id": "TC26LOG-DEXA-PRIVACY",
      "companyId": null,
      "title": "Dexa官网当前运营主体",
      "url": "https://flydexa.com/privacy-policy/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "2026-02-24政策列DroneExpressInc(Dexa)、Delaware法人运营该官网。",
      "limitation": "法律页证明现域/旧名关联，不证明精确注册；品牌变化不重置公司年，政策更新非成立。"
    },
    {
      "id": "TC26LOG-DEXA-YEAR",
      "companyId": null,
      "title": "Dexa原始公司新闻稿年份",
      "url": "https://www.prnewswire.com/news-releases/dexa-achieves-faa-part-135-certification-and-s-1-list-approval-cementing-its-role-as-a-leader-in-autonomous-drone-delivery-302431625.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "2025-04-17公司署名新闻稿明确2021成立、Dayton，称无人机配送与自造飞机业务。",
      "limitation": "为公司原始发布非监管独立验证；无人机运营、平台/配送费和硬件各自净收入须拆，不搬母公司旧收入或近名医疗/安保公司。"
    },
    {
      "id": "TC26LOG-NUPORT-HOME",
      "companyId": null,
      "title": "NuPort自主卡车改装与软件",
      "url": "https://www.nuport.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "官网描述为既有卡车加装传感器/自主系统，并提供车队/场站管理应用。",
      "limitation": "卡车运输、改装硬件、安装与软件净费需拆，节油/效率和政府资助不当销售；未执行系统或验证安全性。"
    },
    {
      "id": "TC26LOG-NUPORT-YEAR",
      "companyId": null,
      "title": "NuPort原始公司与创始人年份",
      "url": "https://www.linkedin.com/company/nuport-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "同域nuport.ai公司页自报2019，描述卡车/巴士改装自主，RaghavenderSahdev/BaoXinChen创始团队对应。",
      "limitation": "不混nuport.io孟加拉配送软件；自报非注册核验，商业累计收入超过融资无具体金额、周期或软件占比，不转ARR。"
    },
    {
      "id": "TC26LOG-RIDELINK-HOME",
      "companyId": null,
      "title": "Ridelink当前跨境物流与融资",
      "url": "https://ride-link.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "官网描述AI货运匹配、清关文档和贸易融资，AdrianAI辅助运输流程。",
      "limitation": "货物吨位、运单/承运商数、市场覆盖和页面示例节省不是自身收入；货运总额、代缴税/关费、融资本金与平台净费须拆。"
    },
    {
      "id": "TC26LOG-RIDELINK-YEAR",
      "companyId": null,
      "title": "Ridelink原始公司主页年份",
      "url": "https://www.linkedin.com/company/ridelinkinc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "同域公司页自报2021，列Berkeley及Kampala，DanielMukisa与当前物流业务相符。",
      "limitation": "历史媒体2017与现公司2021可能涉及新旧运营/法人，精确沿革未核但两者均范围前；不混ridelink.com欧洲共享车业务。"
    },
    {
      "id": "TC26LOG-SSINDEX-HOME",
      "companyId": null,
      "title": "SSINDEX官网普通HTTP与网页工具差异",
      "url": "http://www.ssindex.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "网页工具不可读；普通HTTP的www/无www均200且正文可读。首页列团队主导评估、自助SaaS、认证/重要性分析和benchmark；原2024-12-31文章摘要称当年已有70多组织合作。",
      "limitation": "普通HTTP正文与网页工具可读性不同；旧运营摘要不当精确公司成立，合作组织/评价数/客户保留率为自述，不能作收入。AI核心及人工评估/认证与软件收费仍待核。"
    },
    {
      "id": "TC26LOG-SSINDEX-OLD-BUSINESS",
      "companyId": null,
      "title": "SSINDEX原始公开页旧运营线索",
      "url": "https://www.linkedin.com/company/ssindex",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026物流供应链组原始资料复核",
      "summary": "同域原始公司页讲利益相关者调查/分析与认证；转发客户VidaCamara称已连续7年获得其认证。",
      "limitation": "证明存在范围前认证业务线索，不推精确公司成立年份；客户得分/评论人数和认证数不当软件ARR，也不证明AI核心或独立审计。"
    },
    {
      "id": "TC26PROP-BLUEPRINTS-HOME",
      "companyId": null,
      "title": "Blueprints原始官网当前成立字段",
      "url": "https://www.blueprints-ai.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026房地产组原始资料复核",
      "summary": "官网现可读，讲AI生成施工文件并由执业专业人士复核，FAQ明确公司foundedin2024。",
      "limitation": "与原始公司主页搜索缓存2025不同，直达公司页仍429，精确主体/沿革待核；当前内测案例与加速器Logo非独立验证，4000多注册公司不当付费客户。"
    },
    {
      "id": "TC26PROP-BLUEPRINTS-TERMS",
      "companyId": null,
      "title": "Blueprints原始收费和审阅边界",
      "url": "https://www.blueprints-ai.com/legal/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026房地产组原始资料复核",
      "summary": "2026-10-19条款区分演示定金、V2预订与实际套餐；可获植入产品佣金，图纸仍须专业审阅。",
      "limitation": "定金不购买套餐/credits/席位，不是ARR；可能的推广佣金与软件费须拆，实际签约额未知。数据训练条款与首页安全说明不等独立安全审计。"
    },
    {
      "id": "TC26PROP-BLUEPRINTS-PRICE",
      "companyId": null,
      "title": "Blueprints当前套餐/演示定金",
      "url": "https://www.blueprints-ai.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026房地产组原始资料复核",
      "summary": "原$报价Firm3800/月含1900credits、Firm+8800/月含4400credits；演示定金100/200/500，可抵未来套餐，企业另议。",
      "limitation": "币种本页未明确不补USD；年度优惠/月等值、credits和定金与真实经常费分开。首页FAQ称询价而价格页有金额，按页面保留访问时差异，不视作实际订单。"
    },
    {
      "id": "TC26PROP-BLUEPRINTS-LATKA",
      "companyId": null,
      "title": "Blueprints第三方年份及营收估算差异",
      "url": "https://getlatka.com/companies/blueprints-ai.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "第三方估算：年份及ARR定义未对齐",
      "summary": "Latka页列Founded2022与2025年440K美元估算，说明未访谈该公司管理层；正文称annualrevenue，标题有ARR字样。",
      "limitation": "与原始2024/2025并列但不当成立确认；估算未与真实合同/收入定义对齐，不升级为公司披露或纳入ARR。"
    },
    {
      "id": "TC26PROP-PROPRA-HOME",
      "companyId": null,
      "title": "Propra物业会计和AI辅助流程",
      "url": "https://propra.tech/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026房地产组原始资料复核",
      "summary": "加拿大物业管理软件连接会计、租赁、付款、维修，描述AI单据识别及对账。",
      "limitation": "120M+处理付款是客户资金流，25K单元不是付费公司/团队人数；租金、物业管理服务费与软件净费分别核，不从托管流水反推收入。"
    },
    {
      "id": "TC26PROP-PROPRA-YEAR",
      "companyId": null,
      "title": "Propra原始公司成立字段",
      "url": "https://www.linkedin.com/company/propra",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026房地产组原始资料复核",
      "summary": "公司页同域propra.tech，自报2021、Calgary及11—50范围，团队CraigAdam等与现业务一致。",
      "limitation": "自报非注册核验；旧propra.ca提及不重置成立，第三方法人登记转载未读原始，不声称官方注册已核。"
    },
    {
      "id": "TC26PROP-TITL-HOME",
      "companyId": null,
      "title": "Titl土地记录抽取与权属工作流",
      "url": "https://www.titl.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026房地产组原始资料复核",
      "summary": "AI从县级契据/留置权等资料抽取名字、日期和权益，辅助检索、整理和审查，供产权专业团队复核。",
      "limitation": "搜索提速、文件数/客户Logo非独立准确率或付费合同；首页250万美元为融资而非ARR，贷款/产权交易和保险费不得混入软件净费。"
    },
    {
      "id": "TC26PROP-TITL-YEAR",
      "companyId": null,
      "title": "Titl原始公司年份",
      "url": "https://www.linkedin.com/company/titl-co",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026房地产组原始资料复核",
      "summary": "同域公司页自报2021、MiamiDade及11—50范围，AdamYormack等与当前专业业务相符。",
      "limitation": "公司自述非注册；创始人原律所/AlligatorTitle业务和资金不并入本公司软件收入。"
    },
    {
      "id": "TC26PROP-VITRO-HOME",
      "companyId": "TC-VITROBOT",
      "title": "VitroBOT当前租赁与研发分列",
      "url": "https://vitrobot.site/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026房地产组原始资料复核",
      "summary": "当前首页/产品页讲合作平台清洁机器人按月租，检测机器人仍在开发；拟用视觉AI将缺陷映射到修复报价。",
      "limitation": "首页13类缺陷而产品/About9类，原始页口径差异保留，不选较高值当实测；月租硬件不等AI软件ARR，租金/实际部署未核。"
    },
    {
      "id": "TC26PROP-VITRO-YEAR",
      "companyId": "TC-VITROBOT",
      "title": "VitroBot原始公司页年份与定位差异",
      "url": "https://www.linkedin.com/company/vitrobot",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026房地产组原始资料复核",
      "summary": "同域公司页自报2025、2—10范围，EnguerandChretien对应；公开页仍写检测先行、清洁在路线图。",
      "limitation": "与当前官网清洁先/检测开发中的顺序不同，按原页面并列而不强拼成熟交付；关联2账户不是全职团队人数，不混近名冷冻电镜设备。"
    },
    {
      "id": "TC26PROP-VITRO-ABOUT",
      "companyId": "TC-VITROBOT",
      "title": "VitroBOT自建与合作平台边界",
      "url": "https://vitrobot.site/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026房地产组原始资料复核",
      "summary": "官网列合作清洁平台2026月租、2027自建检测机器人和更后续维护规划；早期原型及欧洲付费试点意向。",
      "limitation": "付费试点letters-of-intent不是已履约收款，原型成本不是售价/营收。美国试点预约与未来功能不当当前交付，Inc/法国主体和登记沿革仍待核。"
    },
    {
      "id": "TC26PROP-WATAD-HOME",
      "companyId": null,
      "title": "WatadAridOS与既有采购平台",
      "url": "https://www.watad.vip/en/aridos",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026房地产组原始资料复核",
      "summary": "AridOS页称AI语音采购、供应商匹配、融资/跟踪，Q32026早期访问/等候名单；采购和嵌入融资为已有业务。",
      "limitation": "材料单价/吨数、信用额度/融资本金及界面订单非自身营收；候补、产品发布时间和新品牌不重置公司年。"
    },
    {
      "id": "TC26PROP-WATAD-YEAR",
      "companyId": null,
      "title": "Watad原始公司年份与交付状态",
      "url": "https://www.linkedin.com/company/watad-vip",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026房地产组原始资料复核",
      "summary": "同域公司页自报2023、AlRiyadh及11—50范围，描述在既有采购/融资数据之上建设AI工作流，称live和有收入。",
      "limitation": "原始产品页早期访问与现业务live分列，AI收入未量化/未拆净费；零违约为公司自述非审计或软件收入。"
    },
    {
      "id": "TC26PROP-ZIFFY-HOME",
      "companyId": null,
      "title": "Ziffy地产分析与相关服务主体",
      "url": "https://ziffy.ai/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026房地产组原始资料复核",
      "summary": "官网讲AI地产检索、租金/ROI估算与经纪、按揭、保险等服务，AmreshSingh和DebjitSaha团队；按揭服务反链ziffymortgage.com。",
      "limitation": "房价、示例租金/现金流/投资回报及贷款本金不作Ziffy软件ARR；同团队/域反链不证明全部法人/并表，未申请贷款或提交财务资料。"
    },
    {
      "id": "TC26PROP-ZIFFY-YEAR-GAP",
      "companyId": null,
      "title": "Ziffy原始公司页成立缺项",
      "url": "https://www.linkedin.com/company/ziffyai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026房地产组原始资料复核",
      "summary": "同域公司页列Buffalo、11—50范围和AmreshSingh，当前可读字段没有Founded。",
      "limitation": "原始成立仍缺；现AI品牌、前HomeAbroad/贷款服务与新旧主体沿革未核，不由媒体/域名创建年推成立，也不把关联5账户当员工总数。"
    },
    {
      "id": "TC26MKT-CONNEXA-HOME",
      "companyId": null,
      "title": "Connexa当前联系人管理产品",
      "url": "https://www.getconnexa.app/faq",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "www原始官网/FAQ可读，描述活动联系人捕捉、笔记/提醒和AI上下文检索；原始无www网址网页工具不可读。",
      "limitation": "当前应用发布/MVP试用不是成立证据；版权2025不作成立，未注册、导入联系人或连接LinkedIn。用户关系/活动规模不当收入。"
    },
    {
      "id": "TC26MKT-CONNEXA-ENTITY",
      "companyId": null,
      "title": "Connexa原始隐私主体",
      "url": "https://www.getconnexa.app/privacy-policy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "原始政策2025-10-09更新，列HarborInternationalCorp运营getconnexa.app及移动/网页应用。",
      "limitation": "精确公司注册、旧主体/品牌沿革与成立未知，政策日期不作成立；不混近名Connexa公司，软件/联系人导入及人工服务定价未核。"
    },
    {
      "id": "TC26MKT-FLOQER-HOME",
      "companyId": null,
      "title": "Floqer当前CRM数据Agent",
      "url": "https://www.floqer.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "当前官网讲CRM数据补全、客户信号与GTM工作流，支持API及聊天工具入口。",
      "limitation": "1500收入团队、百万记录及客户资金/AUM数据不是自身收入；客户引用和效率为厂商页面展示非独立横测，实际净费/人工托管边界未知。"
    },
    {
      "id": "TC26MKT-HONEY-HOME",
      "companyId": null,
      "title": "Honeyjar当前AI公关方案",
      "url": "https://honeyjar.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "当前官网描述AI理解公司背景、筹划传播、发现记者及生成联络材料，人工审核批准；仍列earlyaccess。",
      "limitation": "品牌Logo可能是团队服务经历，不能作实际订阅客户或收入；拟议执行/任务能力未独立验证，未发邮件/联系人。"
    },
    {
      "id": "TC26MKT-HONEY-YEAR",
      "companyId": null,
      "title": "Honeyjar公司原始年份复读",
      "url": "https://www.linkedin.com/company/honeyjar-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "当前公司页自报2025、同域及MichelleMasek/NadiaJamshidi，正文可读；旧记录含同页转载第三方2024说法。",
      "limitation": "复读不抹去旧主体/年份缺项，仍pending-year；公司自述非注册。8个关联账户不替员工，旧公关职业收入不继承。"
    },
    {
      "id": "TC26MKT-LOOQ-HOME",
      "companyId": "TC-LOOQ-JAPAN",
      "title": "LOOQ当前现场测量试点及公司自述注册",
      "url": "https://www.looq.icu/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "官网列LooqJapanKK于2026-06-10在Shibuya注册、2025加速/首次测试；当前商业交付为现场测量试点/报告，系统仍开发中。",
      "limitation": "公司自述非原始注册核验；试点询问非购买，LED设备5台不当团队或客户数，现场/设备/报告人工与软件净费分开，未核可续订合同。"
    },
    {
      "id": "TC26MKT-LOOQ-INTERVIEW",
      "companyId": "TC-LOOQ-JAPAN",
      "title": "LOOQ日本创始人原始访谈及版本边界",
      "url": "https://keieisha-prime.com/interview/3331/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "石田雄大原始访谈自述2026-06成立日本公司、AI摄像头户外广告测量，地址与官网相符。",
      "limitation": "访谈涉及性别/年龄分析而当前官网明确不作人口属性推断，按版本并列不声称当前实际收集；前营销公司/YouTube人数不继承收入或团队。"
    },
    {
      "id": "TC26MKT-LOOQ-REGISTRY-GAP",
      "companyId": "TC-LOOQ-JAPAN",
      "title": "LOOQ日本原始法人查询访问缺项",
      "url": "https://www.houjin-bangou.nta.go.jp/henkorireki-johoto.html?selHouzinNo=3011001178326",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "按登记转载番号3011001178326尝试国税厅公开入口，本轮网页工具不可读，未获取官方记录。",
      "limitation": "转载番号指定2026-06-09与官网注册06-10不是同一概念；只记录访问缺项，不声称注册已独立确认。外部场地页模板2025日期未证公司日期，不替官网/访谈年。"
    },
    {
      "id": "TC26MKT-ONSPARK-HOME",
      "companyId": null,
      "title": "onSpark价格与合作收益口径",
      "url": "https://www.onspark.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "官网Access原$990/月或9000/年，Concierge3500/月或年付等值3000/月并加15%已实现合作收益，企业另议。",
      "limitation": "原$本页未核币种不补USD；合作收益定义为成交已收款而非管线，但那是客户收益，不等自身营收。保证目标/累计20亿、联系人库与客户销售额非自身ARR。"
    },
    {
      "id": "TC26MKT-ONSPARK-TERMS",
      "companyId": null,
      "title": "onSpark运营主体与服务保证差异",
      "url": "https://www.onspark.com/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "2026-09-21条款列TheDealRoom由DealRoomGroupInc运营，提供AI匹配、社群/资源；通用条款不保证具体合作收益。",
      "limitation": "官网托管档100K保证另依onboardingagreement，未读实际合同不自动合并口径；主体精确成立/旧业务未知，不套用同名咨询、医疗或新加坡公司。"
    },
    {
      "id": "TC26MKT-ONSPARK-RELEASE",
      "companyId": null,
      "title": "onSpark原始发布与创始人边界",
      "url": "https://www.globenewswire.com/news-release/2026/02/10/3235841/0/en/onspark-launches-ai-powered-partnership-engine-built-to-replace-guesswork-with-verified-growth-opportunities.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "原始发布介绍KyleKane/MartellVentures及AI合作引擎、2026早期访问。",
      "limitation": "2026发布不当成立年；创始人原180South或客户合作收益、旧荣誉不当新平台收入，未确认主体/订阅/人工执行净费。"
    },
    {
      "id": "TC26MKT-PRODI-HOME",
      "companyId": null,
      "title": "Prodisphere原始首页可读范围",
      "url": "https://www.prodisphere.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "普通HTTP200和网页工具均只可读SportsInfrastructureforAthletes/Brands/Scouts标题。",
      "limitation": "仅标题不当完整产品或成立证明，业务以下列原始公司资料补证；AI实现、售价和合同未核。"
    },
    {
      "id": "TC26MKT-PRODI-PROFILE",
      "companyId": null,
      "title": "Prodisphere原始公司AI/运动业务",
      "url": "https://www.linkedin.com/company/prodisphere",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "同域公司页无Founded，描述运动员资料、球探发现、品牌NIL合作和数据分析，列AI专长。",
      "limitation": "关联11账户不替2—10范围的精确人数；运动员NIL估值、品牌投放和赞助流水不作平台净费，未运行估值/心理健康功能。"
    },
    {
      "id": "TC26MKT-PRODI-OLD",
      "companyId": null,
      "title": "Prodisphere原始2024产品文章缓存",
      "url": "https://www.linkedin.com/pulse/how-prodisphere-uses-ai-athlete-development-prodisphere-3etxe",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "公司署名文章搜索缓存标2024-10-06，讲AI运动员发展/球探平台；直达缓存不可读。",
      "limitation": "说明2025前已有项目/业务线索，不填精确2023注册（仅有转载未核原始），也不把2025App版本当成立。"
    },
    {
      "id": "TC26MKT-SNOIKA-HOME",
      "companyId": null,
      "title": "SnoikaAI搜索可见性服务",
      "url": "https://snoika.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "官网描述模拟AI问答、品牌可见性跟踪、内容生成/审核与CMS发布，兼有站外推广。",
      "limitation": "API使用/项目支持Logo不等投资或独立评测；引用排名和客户获客/流量不是自身收入，未运行查询、提交域名或发布内容。"
    },
    {
      "id": "TC26MKT-SNOIKA-YEAR",
      "companyId": null,
      "title": "Snoika原始公司年份",
      "url": "https://ee.linkedin.com/company/snoika",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "同域原始公司页自报2024、Tallinn和11—50范围，描述月订阅及AI营销服务。",
      "limitation": "自报非注册核验；SnoikaOÜ精确登记未知，条款网页有入口但普通HTTP失败，不冒称登记/合同已核，前Vespia退出收益不继承。"
    },
    {
      "id": "TC26MKT-INTUITION-HOME",
      "companyId": null,
      "title": "Intuition/Viralizer当前产品与履历边界",
      "url": "https://intuitionintelligence.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "当前官网IntuitionIntelligenceInc列ViralFetch、Viralizer.ai和社交情报，讲强化学习/内容传播预测。",
      "limitation": "95%准确率、5项专利为厂商自述；CEO前Micron业务800M营收与200M潜在创作者不是现公司收入，未独立跑预测或核专利权利状态。"
    },
    {
      "id": "TC26MKT-INTUITION-YEAR",
      "companyId": null,
      "title": "Intuition原始创业档案年份缓存",
      "url": "https://www.f6s.com/company/intuitionintelligenceinc1",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026营销广告组原始资料复核",
      "summary": "F6S公司创业档案搜索缓存同域、自报Delaware2013成立，Yusuf/Arif团队与当前官网对应。",
      "limitation": "直达403，按原始自报缓存暂范围外，非独立登记；印度同名转载不当并表，Viralizer新产品不重置公司年，旧专利不替成立。"
    },
    {
      "id": "TC26RM-CREASE-HOME",
      "companyId": null,
      "title": "CreaseBeast当前实物产品",
      "url": "https://www.creasebeast.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "官网出售记忆泡沫鞋防皱配件、袜子及服饰，展示客户数和评价。",
      "limitation": "没有当前AI主营依据；商品售价、满额包邮门槛、评论和实物销售均不作软件ARR，不因零售竞赛名单认定AI公司。"
    },
    {
      "id": "TC26RM-CREASE-YEAR",
      "companyId": null,
      "title": "CreaseBeast原始公司年",
      "url": "https://www.linkedin.com/company/creasebeast",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "同域公司页自报2021、LosAngeles及2—10范围，MattJones/XavierCorrea团队与鞋护业务相符。",
      "limitation": "自报非独立注册；其他零售伙伴2020说法可能为业务起点，均范围前，不由2026荣誉重置年。"
    },
    {
      "id": "TC26RM-SIMPLICITY-HOME",
      "companyId": null,
      "title": "SimplicityDX当前AI社交店面",
      "url": "https://www.simplicitydx.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "官网以AI社交店面/活动微站连接社交内容与电商，优化营销/购买路径并归因渠道。",
      "limitation": "客户获客成本降低、广告预算及商家销售增长不是本平台收入；当前自动化能力未独立测试，旧新品不重置成立。"
    },
    {
      "id": "TC26RM-SIMPLICITY-YEAR",
      "companyId": null,
      "title": "SimplicityDX联合创始人原始简介",
      "url": "https://councils.forbes.com/profile/Charles-Nicholls-Co-Founder-CEO-SimplicityDX-Inc/6b05d1be-ee71-4179-a3a8-72db0ad985e3",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "CharlesNicholls原始专业主页同域，公司简介搜索缓存明确2021-05成立、美国/英国运营。",
      "limitation": "创始人自述非独立注册；不是Forbes编辑独立财务核验。聚合990K估算/bootstrapped与其他融资说法未核，不入收入。"
    },
    {
      "id": "TC26RM-VERITAS-HOME",
      "companyId": null,
      "title": "Veritas芯片与数字产品凭证",
      "url": "https://getveritas.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "官网讲为奢侈品嵌入定制芯片，联数字凭证/产品身份和白标仪表盘，手机验证追溯。",
      "limitation": "硬件/密码学验真不单独证明AI主营；不可克隆/合规ready为厂商自述未独立验证。奢侈品交易、反假市场规模和融资不是软件净收入。"
    },
    {
      "id": "TC26RM-VERITAS-PROFILE",
      "companyId": null,
      "title": "Veritas原始主页缺年",
      "url": "https://www.linkedin.com/company/get-veritas",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "同域公司页有LuciHolland等、2—10范围及芯片验真描述，无可读Founded字段。",
      "limitation": "不混存储/安全等Veritas同名公司。原始成立、AI核心与芯片/平台净费都待核，175万融资不当收入。"
    },
    {
      "id": "TC26RM-WEAR-HOME",
      "companyId": null,
      "title": "WearIt原始B2B页面访问差异",
      "url": "https://business.wearit.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "网页工具直达无正文；同公司www.business原域搜索缓存描述AI生成时尚UGC、虚拟试穿及品牌合作。",
      "limitation": "当前beta/专利申请不证明成立年或收费。ROI计算器/佣金、行业基准与品牌/创作者销售不作平台软件ARR；未上传照片或连接商家。"
    },
    {
      "id": "TC26RM-WEAR-OLD",
      "companyId": null,
      "title": "WearIt创始人2024公开展示",
      "url": "https://makezine.com/article/craft/dr-kitty-yeung-explains-how-wear-it-fixes-fast-fashion-with-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "Make主办方2024-12-05刊载KittyYeung的WearIt展示，讲AI虚拟穿搭与时尚设计业务。",
      "limitation": "证明范围前已有项目而不是精确注册，公司/品牌沿革仍缺。演讲/行业浪费比例与前微软等雇主业务不继承为新公司收入。"
    },
    {
      "id": "TC26RM-WEAR-PROFILE",
      "companyId": null,
      "title": "WearIt当前原始公司与佣金",
      "url": "https://www.linkedin.com/company/wearit-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "公司原始主页同域wearit.ai、2—10范围，描述时尚创作者发图获佣，帖子有10%销售佣金活动。",
      "limitation": "没有Founded字段不补精确2024注册；10%给创作者不自动当平台抽成，商品流水、折扣及参与品牌数不是软件ARR。"
    },
    {
      "id": "TC26RM-EDIT-HOME",
      "companyId": null,
      "title": "EditOnTheSpot当前AI视频交付",
      "url": "https://www.editonthespot.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "实时接入活动流，自动分段、加品牌和交付视频，面向毕业/颁奖及多会场直播。",
      "limitation": "现场摄制、云处理与软件净费需拆；视频数/学生数/训练小时及客户省工不作自身收入，未上传录像或执行产品。"
    },
    {
      "id": "TC26RM-EDIT-OLD-TERMS",
      "companyId": null,
      "title": "EditOnTheSpot原域旧运营隐私页",
      "url": "https://beta.editonthespot.com/privacy-policy/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "原域搜索缓存政策标2021-10-14，列EditOnTheSpotPtyLtd和自动AI视频编辑；当前直达502。",
      "limitation": "证明旧业务材料而不是精确注册，现Delaware与旧澳大利亚主体边界待核；访问失败不当停业或零收入。"
    },
    {
      "id": "TC26RM-EDIT-YEAR",
      "companyId": null,
      "title": "EditOnTheSpot原始创业目录缓存",
      "url": "https://www.techsydney.com.au/s/edit-on-the-spot",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "创业目录公司资料缓存列Founded2021，AI视频/同域和团队方向对应；直达无可读正文。",
      "limitation": "为公司公开创业资料非独立注册，原始缓存/直达范围分列；旧工作室拍摄收入不全算软件ARR。"
    },
    {
      "id": "TC26RM-MAKA-HOME",
      "companyId": null,
      "title": "Maka当前儿童视频服务",
      "url": "http://www.makakids.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "官网展示专家逐集审核的0—6岁儿童节目、时间限制和无广告体验。",
      "limitation": "专家审核/节目授权/原创制作与软件AI作用不同，未下载App或接触儿童资料；机构Logo与家长评价不当独立临床/教育效果。"
    },
    {
      "id": "TC26RM-MAKA-PROFILE",
      "companyId": null,
      "title": "Maka原始公司与当前产品",
      "url": "https://www.linkedin.com/company/maka-kids",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "同域公司页列Detroit、2—10范围及TanyellaLeta等，描述专家策展，不见Founded字段。",
      "limitation": "未从同域聚合2022/TelAviv和旧融资直接继承年份或规模；MakaMedia法律主体、旧项目/现公司沿革及AI核心仍缺。"
    },
    {
      "id": "TC26RM-MAKA-INVESTOR",
      "companyId": null,
      "title": "Maka投资机构原始业务描述",
      "url": "https://michiganrise.com/2025/11/15/michigan-rise-announces-four-investments-in-october-2025/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "MichiganRise原始2025-11-15公告将MakaMedia与makakids.com对应，描述专家策展及responsibleAI。",
      "limitation": "2025投资不等2025成立，未量化当前AI作用/实际收入；内容订阅、版权/制作、融资和前事业收入需拆。"
    },
    {
      "id": "TC26RM-PRESS-HOME",
      "companyId": null,
      "title": "PressClub当前按成果公关服务",
      "url": "https://pressclub.app",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "原始app域跳转pressclub.ai；当前报价原$5000/旗舰报道、1000/其他媒体，服务含采访/选题/联络。",
      "limitation": "按篇成功费不是订阅，页面$未明币种不补USD。客户融资/媒体品牌、创始人原产品报道不作本平台收入，未申请服务或发送邮件。"
    },
    {
      "id": "TC26RM-PRESS-TERMS",
      "companyId": null,
      "title": "PressClub原始运营及非订阅收费",
      "url": "https://pressclub.ai/terms/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "2026-07-10条款列BrightArrivalInc、Delaware；按合格报道成功收费，另可有稿件费和代付新闻线费用，月度合作可终止。",
      "limitation": "month-to-month合作不证明固定月订阅；新闻线代付与净服务费分开，已连接邮箱/人工审核和AI草拟为服务组合，未核成立。"
    },
    {
      "id": "TC26RM-PRESS-FOUNDER",
      "companyId": null,
      "title": "PressClub创始人原始项目启动记录",
      "url": "https://www.linkedin.com/posts/weidatan_from-an-idea-to-launching-httpspressclubapp-activity-7375975659765948416-7gBf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "WeidaTan原始帖子及Kathy同团队记录讲AGIHouse活动8小时上线pressclub.app，5初始客户/1付款及首20美元自述。",
      "limitation": "项目发布和首单不等精确公司成立/ARR；奖品和credits不是收入。新BrightArrival主体与早期产品沿革仍缺，不将初始单笔年化。"
    },
    {
      "id": "TC26RM-SOUNDCHECK-HOME",
      "companyId": null,
      "title": "Soundcheck当前活动后台软件",
      "url": "https://soundchecklive.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "官网有工作人员排期/活动管理评价，About/Pricing路径网页工具仅图片，未读可用金额。",
      "limitation": "首页客户评价不是付费合同；活动预算、工作人员酬劳/付款流水和软件费需拆，不从定价路径名推报价。"
    },
    {
      "id": "TC26RM-SOUNDCHECK-YEAR",
      "companyId": null,
      "title": "Soundcheck原始公司年及AI入口",
      "url": "https://www.linkedin.com/company/soundcheck-live-inc/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "官网所链公司页自报2024、Austin及2—10范围；当前帖子讲MCP/AgentID连接AI助手草拟活动，真实消息须批准。",
      "limitation": "自报非独立注册，2026AI入口不重置公司年；未安装MCP、连接账户或发消息，关联14账户不作精确团队。"
    },
    {
      "id": "TC26CS-ARDOOK-HOME",
      "companyId": null,
      "title": "Ardook Data家庭多模态数据",
      "url": "https://data.ardook.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "为机器人/物理AI采集真实家庭第一视角视频、任务图及交互事件；家庭操作者获报酬，覆盖熨烫等八类任务。",
      "limitation": "无成立/独立法律主体、价格、实际合同或收入金额；页脚2026不当成立，数据授权/人工采集标注成本与持续订阅分开。"
    },
    {
      "id": "TC26CS-ARDOOK-FOUNDER",
      "companyId": null,
      "title": "Ardook创始人原始沿革缓存",
      "url": "https://www.linkedin.com/in/shogher-atanesyan",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "原始搜索缓存由ShogherAtanesyan同时谈Ardook洗衣社会企业与ArdookData，联系域名与数据官网对应，并谈旧业务扩展Georgia。",
      "limitation": "直达999与可读缓存分列；旧洗衣事业/家庭参与者收入不继承为数据业务ARR，原数据业务成立及是否新主体仍待核，不按竞赛或当前职务推年。"
    },
    {
      "id": "TC26CS-COMMISSARY-HOME",
      "companyId": null,
      "title": "Commissary Club原域访问缺项",
      "url": "https://commissary.club/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "原名单域名可获得社区标题，网页工具无可读正文；业务依据另列原始公司页与旧发行人资料。",
      "limitation": "官网外壳不当停业/零收入，不申请福利或提交个人信息。"
    },
    {
      "id": "TC26CS-COMMISSARY-PROFILE",
      "companyId": null,
      "title": "Commissary Club当前公司自述",
      "url": "https://www.linkedin.com/company/commissary-club",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "同域公司页自报2025、SanJose、2—10范围；RichardBronson/RomanKisin团队，AI代填求职/住房/福利等表格，500人beta481完成为自报。",
      "limitation": "beta完成不等付费/独立有效性测试；2025与旧同名平台沿革冲突待核，关联账户数不作精确团队。"
    },
    {
      "id": "TC26CS-COMMISSARY-ISSUER",
      "companyId": null,
      "title": "Commissary Club旧发行人众筹原始资料",
      "url": "https://republic.com/commissary-club",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "2021-08-06截止的历史众筹列70MillionResourcesInc、FoundedAug2016；RichardBronson为母公司及CommissaryClub/70MillionJobs创始人。",
      "limitation": "历史发行人资料非当前新主体确认；旧就业/社交业务ARR宣称、融资和预测不能继承给当前AI产品，历史募资结束不等当前公司停止运营。"
    },
    {
      "id": "TC26CS-CONE-HOME",
      "companyId": null,
      "title": "ConeLabs原始联系入口",
      "url": "https://conelabs.ai/contact/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "原名单联系页可读，提供建筑检查平台及同域产品/关于入口、加拿大地址。",
      "limitation": "页脚2024不是成立年；联系表存在不证明付费合同，未上传基础设施影像。"
    },
    {
      "id": "TC26CS-CONE-YEAR",
      "companyId": null,
      "title": "ConeLabs当前原始公司年与交付",
      "url": "https://www.linkedin.com/company/conelabs/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "公司自报2023、Waterloo、2—10范围；图像测量/AI辅助结构缺陷检查及工程师审核，称2026被Consor收购。",
      "limitation": "公司自述非独立登记/收购核验；70%更快、合规与训练质量未独立实测，不由2026收购重置年，母公司工程收入不作本软件ARR。"
    },
    {
      "id": "TC26CS-FLOX-HOME",
      "companyId": null,
      "title": "Flox野生动物与基础设施产品",
      "url": "https://floxintelligence.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "官网以生物声学/AI与边缘设备管理野生动物冲突，面向机场、道路、农业等。",
      "limitation": "计数器零值不当真实成效/零收入；客户Logo/60运营者为自述不当付费合同。首页Home available与About comingsoon分列，未独立测试。"
    },
    {
      "id": "TC26CS-FLOX-YEAR",
      "companyId": null,
      "title": "Flox原始创始沿革",
      "url": "https://floxintelligence.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "创始故事自报Sara2020从KTHAI实验室衍生，Tomas三年后加入；现美国总部、瑞典根源。",
      "limitation": "故事不是精确法人登记；美国总部/新产品不重置成立。设备部署/监测软件/人工服务分别核价，动物数量和客户避免损失不是自身ARR。"
    },
    {
      "id": "TC26CS-INTERLINKED-HOME",
      "companyId": null,
      "title": "Interlinked原域访问范围",
      "url": "https://interlynked.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "原域页面标题为实时灾害情报，网页工具无正文，普通HTTP可获得同标题外壳。",
      "limitation": "产品内容依公司页另列，不因JS外壳认定停业或零收入；未连接应急系统。"
    },
    {
      "id": "TC26CS-INTERLINKED-YEAR",
      "companyId": null,
      "title": "Interlinked原始公司年与业务",
      "url": "https://www.linkedin.com/company/interlinkedcorp/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "公司页同域interlynked.com，自报2024、Berkeley及11—50范围；AI环境风险识别、野火响应建议及资源配置。",
      "limitation": "自报非独立注册/有效性核验；关联43账户非精确员工，灾害避免损失/应急预算及援助款不是公司软件ARR。"
    },
    {
      "id": "TC26CS-MOSQ-HOME",
      "companyId": null,
      "title": "Mosqitter当前设备与耗材",
      "url": "https://mosqitter.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "原域跳美国USD商店，出售捕蚊设备及诱引剂/网等耗材，另有Febris监测入口。",
      "limitation": "硬件/耗材与AI数据服务分别计，产品价格、健康/控制效果主张及客户标识不当实际经常收入或独立测试。"
    },
    {
      "id": "TC26CS-MOSQ-STORY",
      "companyId": null,
      "title": "Mosqitter原始创业故事",
      "url": "https://mosqitter.com/en-us/pages/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "公司称故事始于2018、AnastasiiaRomanova为联合创始人。",
      "limitation": "2018为叙述起点非精确法人登记，与美国自报2021主体分列；AI新监测产品不重置公司年。"
    },
    {
      "id": "TC26CS-MOSQ-PROFILE",
      "companyId": null,
      "title": "Mosqitter商会自提交公司档案",
      "url": "https://www.uschamber.com/co/profiles/mosqitter-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "同域/同领导人公司档案自报Founded2021，设备及FebrisAI监测，累计收入超过140万美元。",
      "limitation": "页面明确公司自行提交，商会不背书/认证；累计设备/数据混合收入不是年收入或ARR，未入收入观测。2018旧事业与2021自报美国实体均范围前。"
    },
    {
      "id": "TC26CS-SNOW-HOME",
      "companyId": null,
      "title": "Snowbotix当前机器人平台与运营者",
      "url": "https://snowbotix.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "官网列RoboWorkXInc dbaSnowbotix，模块化机器人做除雪、割草和清扫，有自主感知与人工监督。",
      "limitation": "传感精度/部署/可靠性等为厂商描述非独立测试；品牌和运营者沿革分列，不从机器人照片推付费合同。"
    },
    {
      "id": "TC26CS-SNOW-YEAR",
      "companyId": null,
      "title": "Snowbotix原始公司年",
      "url": "https://www.linkedin.com/company/snowbotix/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "同域公司页自报2022、Ypsilanti及2—10范围，当前为RoboWorkX平台；校园运行/xTech验证是厂商自述。",
      "limitation": "不作精确注册或独立工程验证，关联9账户不作精确团队；现品牌/母体不重置旧业务年。"
    },
    {
      "id": "TC26CS-SNOW-MODEL",
      "companyId": null,
      "title": "Snowbotix原始RaaS商业条款说明",
      "url": "https://snowbotix.com/company/commercial-model/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
      "summary": "按设备/月RaaS含硬件、配件、电池、充电和连接；另列一次现场接入、软件workspace/node及人工远程监督档、可选数据附加。现场评估后书面报价。",
      "limitation": "月度混合RaaS不全当纯SaaS；持续服务可另列指标，但无公开固定价/实际合同，季节工成本比较不是本产品价格，现场接入一次费不年化。"
    },
    {
      "id": "TC26ED-BUDDY-HOME",
      "companyId": null,
      "title": "BuddyPro AI数字专家平台",
      "url": "https://buddypro.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "官网提供专家白标AI分身/订阅支付，展示帮助专家创造600万以上经常收入。",
      "limitation": "专家客户收入/ROI不是平台自身ARR；年费建议不是真实订单，653专家及未来上线不作付费客户计数。"
    },
    {
      "id": "TC26ED-BUDDY-YEAR",
      "companyId": null,
      "title": "BuddyPro AI原始公司年",
      "url": "https://www.linkedin.com/company/buddypro-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "同域公司页自报2024、Oldham及11—50范围，DavidRiha等对应AI分身业务。",
      "limitation": "自报非独立注册，不混瑞典buddypro.io服务企业2025业务；客户专家分身订阅与平台净费分开。"
    },
    {
      "id": "TC26ED-EFIWE-HOME",
      "companyId": "TC-EFIWE",
      "title": "Efiwe当前移动AI编程教育",
      "url": "https://efiwe.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "手机编程挑战、实时AI反馈、离线模型、多语言和学校入口。",
      "limitation": "学习者数量/国家数为厂商自述，非付费订阅数或独立学习效果；未注册或下载执行模型。"
    },
    {
      "id": "TC26ED-EFIWE-ENTITY",
      "companyId": "TC-EFIWE",
      "title": "Efiwe公司原始主体自述",
      "url": "https://efiwe.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "官网列尼日利亚EfiweAINigeriaLimited RC8862290及印度EfiweAIIndiaPrivateLimited CIN U62011UT2025PTC020060。",
      "limitation": "公司声明非独立登记核验，CIN中年份不替集团成立；不混efiwe.com.ng等同名项目。"
    },
    {
      "id": "TC26ED-EFIWE-YEAR",
      "companyId": "TC-EFIWE",
      "title": "Efiwe公司自报2025",
      "url": "https://www.linkedin.com/company/withefiwe",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "同域公司页自报Founded2025、Lagos及2—10范围，2025-08-16上线；ChidiNwaogu、PreciousEboh、AbhinavNegi团队对应。",
      "limitation": "成立自报与产品发布日期分列，3关联账户不当精确总员工；旧Publiseer/LAGbook履历和收入不继承。"
    },
    {
      "id": "TC26ED-EFIWE-MODEL",
      "companyId": "TC-EFIWE",
      "title": "Efiwe原始免费与可选收费",
      "url": "https://efiwe.com/faqs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "核心免费，个人Pro月/年订阅、组织GroupPro/Plus，另有生命值内购和证书单笔付费；年付为十个月价格。",
      "limitation": "未读到可核实际收入或统一金额/币种，不将全体免费学习者乘年价；广告、内购、证书和持续订阅分开，离线/准确性为描述未独立测试。"
    },
    {
      "id": "TC26ED-MUSE-HOME",
      "companyId": null,
      "title": "MuseCool当前教学与支付",
      "url": "http://musecool.com/the-muse",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "TheMuse处理课后摘要/练习及收款，教师审核后分享；教师保留课费，家长订阅覆盖处理/摘要/曲谱。",
      "limitation": "示例£付款及80学生截图不是已核收入/付费数；教师课费、报名奖励、曲谱版权和软件净费分开。"
    },
    {
      "id": "TC26ED-MUSE-YEAR",
      "companyId": null,
      "title": "MuseCool创始人原始故事",
      "url": "https://musecool.com/the-muse/ourstory2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "PetruCotarcea自述2017在伦敦学习末年启动MuseCool，从音乐教学发展当前产品。",
      "limitation": "事业起点非精确现法人注册；不由TheMuse新发布或MuseCoolLtd新主体重置旧事业年，旧学校课费不全算AIARR。"
    },
    {
      "id": "TC26ED-ROYO-HOME",
      "companyId": null,
      "title": "ROYO个性化阅读平台",
      "url": "https://www.royo.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "为教师/学校生成个性化可解码读物、语音反馈与阅读进度，教师可免费入门、学校询价。",
      "limitation": "教学原则与奖项不证明产品独立效果，学生数/赠款不是软件收入，未上传儿童资料。"
    },
    {
      "id": "TC26ED-ROYO-TERMS",
      "companyId": null,
      "title": "ROYO原始条款主体",
      "url": "https://www.royo.ai/info/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "2025-04-17生效条款列ROYOInc、加州及同域网站。",
      "limitation": "条款日期不是成立年；学校资料/知识产权及付费服务原则不证明已订阅或收入金额。"
    },
    {
      "id": "TC26ED-ROYO-YEAR",
      "companyId": null,
      "title": "ROYO创始人主办方原始简介",
      "url": "https://www.forbes.com/connect/event/2026-forbes-3050-summit/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "主办方讲者YasminBarkett简介明确2024共同创办ROYO，AI读物及团队与官网对应。",
      "limitation": "讲者简介非独立注册；活动已延期不宣称实际演讲，荣誉/资助不当收入或独立学习验证。"
    },
    {
      "id": "TC26ED-SCROLL-HOME",
      "companyId": null,
      "title": "ScrollEd当前教育短视频与上线范围",
      "url": "https://scrolled.org",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "UtsavGupta/RebeccaNeff团队展示纵向探索/横向深入与引用，当前官网称AppStore即将上线、可登记等候。",
      "limitation": "没有成立年及AI实现细节，专利申请不证明授权/产品效果；演示内容不当独立实测或付费用户。"
    },
    {
      "id": "TC26ED-SCROLL-ENTITY",
      "companyId": null,
      "title": "ScrollEd原始运营者",
      "url": "https://www.scrolled.org/privacy.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "2026-10-13政策列Filarion为发布者及匿名/学校账户、等候名单。",
      "limitation": "政策年不是成立；原始AI作用、Filarion法律实体/旧项目沿革仍缺，政策列运营数据不证明上线/收费或合规独立认证。"
    },
    {
      "id": "TC26ED-VIDEO-HOME",
      "companyId": null,
      "title": "VideoPro当前数学诊断与旧域跳转",
      "url": "https://videoprolearning.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "AI分析K—8学生解题、定位前置技能并生成视频/练习；旧videoprolearning.com跳转当前io域。",
      "limitation": "模型反馈/诊断准确性未经独立测试，学校询价无公开金额/实际合同，未接入学生系统。"
    },
    {
      "id": "TC26ED-VIDEO-ENTITY",
      "companyId": null,
      "title": "VideoPro原始隐私页主体",
      "url": "https://videoprolearning.io/privacy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "2026-09-06政策列VPLInc和同域，描述Anthropic/OpenAI等第三方AI服务。",
      "limitation": "政策日期不是成立年，第三方模型并非自研模型证明，不混澳洲Videopro设备公司或VideoProfessor旧企业。"
    },
    {
      "id": "TC26ED-VIDEO-FOUNDER",
      "companyId": null,
      "title": "VideoPro创始人原始访谈沿革",
      "url": "https://mollybeckontech.beehiiv.com/p/meet-the-former-sports-broadcaster",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "2025-04-24ClementTownsend原始问答，提2018教学想法及四年实践后扩大；彼时软件为学生制作数学视频，与现AI诊断方向不同。",
      "limitation": "想法/教学经历非精确公司成立，原始2024注册未核仍待年份；课堂使用/教师反馈非付费合同或独立学习结果。"
    },
    {
      "id": "TC26ED-WEGLOBAL-HOME",
      "companyId": null,
      "title": "WeGlobal原名单站点访问范围",
      "url": "https://weglobal.ai/en/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "原名单en路径与根域网页工具均无可读正文。",
      "limitation": "不凭外壳认定关闭、零收入；业务/年份以原始公司页缓存另列，不混日本同名WeGlobal或印度电子品牌。"
    },
    {
      "id": "TC26ED-WEGLOBAL-YEAR",
      "companyId": null,
      "title": "WeGlobal.ai原始公司资料缓存",
      "url": "https://kz.linkedin.com/company/aiweglobal",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "同域公司页自报2023、Astana及11—50范围，AI职业/大学申请辅导SaaS，AkzholZambayev等。",
      "limitation": "公司缓存自述非独立注册，canonical直达不可读；大学学费/录取或用户职业收益不作软件ARR，心理支持效果未独立验证。"
    },
    {
      "id": "TC26ED-YNOVA-HOME",
      "companyId": "TC-YNOVA",
      "title": "YNova当前语言练习平台",
      "url": "http://ynova.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "YNovaLimited新西兰公司，IELTS口语练习已开放，TOEFL/PTE为等候；AI评分为练习估计。",
      "limitation": "官网考试市场与每次考试费用非自身软件收入；概念影片不当实测，未录音/注册或上传个人资料。"
    },
    {
      "id": "TC26ED-YNOVA-YEAR",
      "companyId": "TC-YNOVA",
      "title": "YNova技术联合创始人原始简历",
      "url": "https://www.tamilselvan.info/cv/Tamil_Selvan_Gunasekaran_CV_Industry.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "TamilSelvanGunasekaran自述2026-02起FoundingEngineer/CTO并创办同域YNova，当前个人主页也列2026创办。",
      "limitation": "创始人自述非独立公司登记；Nov2025—Feb2026段为前雇主AutoHive，非YNova成立冲突。500customers/主页learners非可核付费数，前研究/论文不作产品独立测试。"
    },
    {
      "id": "TC26ED-YNOVA-INVESTOR",
      "companyId": "TC-YNOVA",
      "title": "YNova原始投资人页验证边界",
      "url": "https://ynova.ai/investors",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "自报两所新西兰学校使用教师门户、一个工程师为主，未公布留存/转化和学习成果，评分对教师校准研究尚未运行。",
      "limitation": "提交/测试计数为厂商自报未审计，不作独立效果证明或精确团队；两校使用不自动为已付费订阅。"
    },
    {
      "id": "TC26ED-YNOVA-PRICE",
      "companyId": "TC-YNOVA",
      "title": "YNova原始币种及学校收费",
      "url": "https://ynova.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "个人Pro NZ$35/月、约US$21，7天试用；学校按活跃学习者询价并含接入。",
      "limitation": "NZD原价与USD约数非统一美元实收；试用/按席报价不当已实现收入，学校接入人工与持续软件费分开。"
    },
    {
      "id": "TC26ED-YNOVA-UNIVERSITY",
      "companyId": "TC-YNOVA",
      "title": "YNova原始大学创业项目报道",
      "url": "https://www.auckland.ac.nz/en/news/2026/10/27/turning-language-learning-into-global-opportunity.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026教育组原始资料复核",
      "summary": "奥克兰大学创业项目报道HelenZipeiLiu、BonnieXuehuaFu、Tamil三位联合创始人和早期本地学校付费试点。",
      "limitation": "参与机构报道非独立财务审计；没有试点金额/合同期限/续订，付费试点不能自动年化。2025行程/旧VR研究与2026新语言平台分列。"
    },
    {
      "id": "TC26CON-BIUTY-1",
      "companyId": null,
      "title": "Biuty当前原始官网",
      "url": "https://biuty.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "官网描述AI皮肤图像/护肤日记、个性化推荐及诊所/品牌业务。",
      "limitation": "安全/可靠性为厂商主张非独立临床验证；未上传照片或诊疗，皮肤产品/MedSpa交易不作软件净收入。"
    },
    {
      "id": "TC26CON-BIUTY-2",
      "companyId": null,
      "title": "Biuty原始公司缺年",
      "url": "https://www.linkedin.com/company/biutyai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "同域公司页NewYork、2—10范围及ZiqiWang团队，自述由hackathon项目发展，无可读Founded。",
      "limitation": "过去一年bootstrapping是相对时间不替精确成立；4关联账户非精确人数，不混Ohio汽车BelletechCorp。"
    },
    {
      "id": "TC26CON-CHAOS-1",
      "companyId": null,
      "title": "Chaos当前AI音效与硬件",
      "url": "https://chaosaudio.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "官网有Stratus/Nimbus硬件、AI音效生成与插件市场入口，商店明确USD。",
      "limitation": "硬件销售/预购与生成软件订阅/插件净费分开，产品价格不作实际ARR；没有独立音质/代码测试。"
    },
    {
      "id": "TC26CON-CHAOS-2",
      "companyId": null,
      "title": "Chaos原始公司年",
      "url": "https://www.linkedin.com/company/chaos-audio",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "同域原始公司自报2019、PanamaCityBeach及2—10范围。",
      "limitation": "公司自述非独立注册；员工关联账户不作精确全职，2026获奖/AI新品不重置旧事业年。"
    },
    {
      "id": "TC26CON-HIYD-1",
      "companyId": null,
      "title": "Hiyd原始设备预售边界",
      "url": "https://hiyd.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "2.7mm手表传感器和健康App，声称无月费；当前Gen2最终预生产，计划11月Kickstarter及最迟2027Q2首批。",
      "limitation": "已有Gen1是厂商自述，5万等候/订金非已交付/已确认收入；健康指标和精度未独立验证，不从前Apple履历继承。"
    },
    {
      "id": "TC26CON-HIYD-2",
      "companyId": null,
      "title": "Hiyd原始公司缺年",
      "url": "https://www.linkedin.com/company/hiyd-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "同域公司页Sunnyvale、2—10范围，SalahBatroukh/OmarShakir等及AI分析睡眠/运动/营养，无Founded。",
      "limitation": "第三方2025线索未有原始成立补证，不入主公司；设备销售/配件与软件费分开，关联账户非精确团队。"
    },
    {
      "id": "TC26CON-HOTLINE-1",
      "companyId": null,
      "title": "HotGirlHotline原始主页",
      "url": "https://hotgirlhotline.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "ShayAI角色聊天入口、iOS及网页，需手机号注册。",
      "limitation": "未提供手机号、注册或对话，角色online/loading不证明实时服务质量/付费数。"
    },
    {
      "id": "TC26CON-HOTLINE-2",
      "companyId": null,
      "title": "HotGirlHotline创始人原始介绍",
      "url": "https://hotgirlhotline.ai/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "Baila和Sumi自述纽约姐妹联合创始人，AI协助日常人际问题，称数千女性加入。",
      "limitation": "无Founded字段；数千加入不等付费用户，效果为自述未独立验证。"
    },
    {
      "id": "TC26CON-HOTLINE-3",
      "companyId": null,
      "title": "HotGirlHotline原始运营者与用途",
      "url": "https://hotgirlhotline.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "2026-04-06条款列ShaysReflectionsInc dbaHotGirlHotline，AI人格/生成内容与一般娱乐信息用途。",
      "limitation": "条款日非成立；非医疗/治疗服务。原始实际净收入/订阅数量未核，不从含糊活跃/付费范围年化ARR。"
    },
    {
      "id": "TC26CON-OHLA-1",
      "companyId": null,
      "title": "OHLA原始概念与延迟声明",
      "url": "https://ohlamix.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "光/触觉控制表面与混音台概念渲染，官网称已有参考硬件及低于2ms延迟。",
      "limitation": "概念渲染/专利申请非量产或授权；独立验证为公司声称，无可读原始测试报告，不升级独立测试。"
    },
    {
      "id": "TC26CON-OHLA-2",
      "companyId": null,
      "title": "OHLA MIDI参赛者原始技术说明",
      "url": "https://midi.org/innovation-award/ohla-opto-haptic-linear-attenuator",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "MiaFanelli提交至硬件原型/非商用品类别，描述FFT频谱比较、ESP32固件/触觉反馈及网络原型。",
      "limitation": "参赛者提交非主办方独立验证；声称两工程师确认延迟无独立报告，信号处理非必然机器学习，未执行原型。"
    },
    {
      "id": "TC26CON-PROLO-1",
      "companyId": null,
      "title": "Prolo原名单访问与根域产品",
      "url": "https://proloring.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "www原网址网页工具不可用，根域展示手势戒指、鼠标快捷键和AI/XR控制，USD商店。",
      "limitation": "原网址失败不作关闭/零收入；控制AI设备不证明自身模型，预售/硬件/软件升级与经常费分开。"
    },
    {
      "id": "TC26CON-PROLO-2",
      "companyId": null,
      "title": "Prolo原始条款运营者",
      "url": "https://proloring.com/policies/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "2025-11条款列CGTechnologyCorp持有设计/固件，硬件及Pro自定手势许可、预订交付估计。",
      "limitation": "条款年非成立，licensed而非sold措辞不自动证明订阅；名单ProloInc与运营者法律沿革仍缺，不从域名注册日期推成立。"
    },
    {
      "id": "TC26CON-PROLO-3",
      "companyId": null,
      "title": "Prolo原始公司与交付自述",
      "url": "https://www.linkedin.com/company/prolo-ring",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "同域公司页Hicksville、2—10，无Founded；称2026上线后已发5000多戒指，并有按键语音/AI指令用途。",
      "limitation": "发货数为公司自报，不能乘价推收入/ARR，非独立测试；AI作用/模型和当前公司精确成立仍待核。"
    },
    {
      "id": "TC26CON-RICH-1",
      "companyId": null,
      "title": "Richualist当前实物护发产品",
      "url": "https://richualist.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "官网销售TheMint热处理/梳理/上护发产品设备。",
      "limitation": "专利/节省时间主张非独立测试或AI依据；器具/耗材销售不当软件订阅ARR。"
    },
    {
      "id": "TC26CON-RICH-2",
      "companyId": null,
      "title": "Richualist原始公司年",
      "url": "https://www.linkedin.com/company/getrichualist",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "同域公司页自报2022、2—10范围，DawnMyers团队及护理器具。",
      "limitation": "公司自报非独立登记，创始人/关联账户不当全体员工；AI产品证据仍缺。"
    },
    {
      "id": "TC26CON-SWIPPITT-1",
      "companyId": null,
      "title": "Swippitt当前换电系统",
      "url": "https://www.swippitt.net/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "官网展示Hub和Link手机壳快速换电，当前等候名单及App入口。",
      "limitation": "换电/供电硬件不自动AI主营，未实测两秒速度/电池，软件收费与硬件销售分别核。"
    },
    {
      "id": "TC26CON-SWIPPITT-2",
      "companyId": null,
      "title": "Swippitt原始故事与上线边界",
      "url": "https://www.swippitt.net/our-story",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "PadraicConnolly/KarenGlynn团队，称2025CES展示和限量售罄、下一批等候5000人及广泛媒体曝光。",
      "limitation": "无精确公司成立或实际金额；限量销售/曝光/等候均不可乘价年化，不混Swipp2011社交软件。"
    },
    {
      "id": "TC26CON-TINGIT-1",
      "companyId": null,
      "title": "Tingit原始站点外壳",
      "url": "https://tingit.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "原名单域跳en，网页工具仅嵌入框架，无可读服务正文。",
      "limitation": "外壳不当关闭/零收入；业务及年份另由同域原始公司缓存，未下维修单。"
    },
    {
      "id": "TC26CON-TINGIT-2",
      "companyId": null,
      "title": "Tingit原始公司年与业务",
      "url": "https://www.linkedin.com/company/tingitworld/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "同域公司自报2023、Vilnius和2—10范围，AI维修评估连接个人/企业与维修商。",
      "limitation": "12关联账户与范围字段不取精确人数；维修费/商品转售/融资非自身ARR，AI准确性未独立测试。"
    },
    {
      "id": "TC26CON-TRESS-1",
      "companyId": null,
      "title": "Tressfecta原始网址访问缺项",
      "url": "http://www.tressfecta.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "原名单网址网页工具不可访问，站内搜索未获可读内容。",
      "limitation": "不作已关闭/停业/零收入；未从媒体2025想法或二手登记替精确成立，AI核心仍缺。"
    },
    {
      "id": "TC26CON-TRESS-2",
      "companyId": null,
      "title": "Tressfecta创始人原始品牌记录",
      "url": "https://www.linkedin.com/in/aisata-diallo",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "AisataDiallo原始公开页转发Tressfecta硬件品牌及2026竞赛帖子，面向纹理头发行业。",
      "limitation": "参赛和市场规模不证明AI实现/量产或实际收入；公司精确成立和主体沿革缺，旧手工服务与设备产品分开。"
    },
    {
      "id": "TC26CON-YOPI-1",
      "companyId": null,
      "title": "Yomy当前设备和食物商店",
      "url": "https://yomy.care/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "机器人喂猫器起299欧元，搭配App及食物/补充装。",
      "limitation": "起价/预订/食物购买非实际软件ARR，动物识别/营养效果未独立实测。"
    },
    {
      "id": "TC26CON-YOPI-2",
      "companyId": null,
      "title": "Yomy原始FAQ成立与免费软件",
      "url": "https://yomy.care/pages/faq",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "公司称自2020存在；App随设备免费无订阅，付费耗材为食物；2025展出与2026生产/交付边界有说明。",
      "limitation": "公司自述非独立登记；耗材定期配送即使订阅也非软件ARR，预订/融资不当已确认经常收入。"
    },
    {
      "id": "TC26CON-YOPI-3",
      "companyId": null,
      "title": "Yomy原始销售条款运营者",
      "url": "https://yomy.care/pages/conditions-generales-de-vente",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026消费组原始资料复核",
      "summary": "2026-10-20条款列YOPISAS、Rouen及RCS883377863，销售机器人及猫食。",
      "limitation": "登记号为公司条款自述未独立登记复核，股本不是营收；新Yomy品牌不重置旧YOPI主体成立。"
    },
    {
      "id": "TC26ENE-ADDEN-1",
      "companyId": null,
      "title": "Adden当前电池原始官网",
      "url": "http://AddenEnergy.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "Harvard衍生动态稳定电池，面向EV、机器人和数据中心等应用。",
      "limitation": "性能/不燃/寿命为厂商主张未独立验证；电池/材料/授权及客户能源节省不是软件ARR。"
    },
    {
      "id": "TC26ENE-ADDEN-2",
      "companyId": null,
      "title": "Adden原始公司年",
      "url": "https://www.linkedin.com/company/adden-energy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "同域公司自报2021、Harvardspinout及2—10范围。",
      "limitation": "公司自述非独立注册；24关联账户不当精确团队，旧大学研究年非公司成立，AI应用不等AI模型产品。"
    },
    {
      "id": "TC26ENE-CHARGE-1",
      "companyId": null,
      "title": "ChargeMate原始AI充电运营平台",
      "url": "https://www.chargemate.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "面向充电站司机问题排查、客服与网络运营，展示客户Logo及恢复充电场次。",
      "limitation": "恢复充电款、运营方客服省工和解决率为厂商自述，不当自身营收或独立测试；未连接设备。"
    },
    {
      "id": "TC26ENE-CHARGE-2",
      "companyId": null,
      "title": "ChargeMate原始公司年",
      "url": "https://www.linkedin.com/company/chargemate-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "同域公司自报2024、SF Bay Area及2—10范围。",
      "limitation": "公司自报非独立登记；99%车型等覆盖/Logo不等收入或付费合同，客户能源销售非软件ARR。"
    },
    {
      "id": "TC26ENE-CLIMA-1",
      "companyId": null,
      "title": "Climasel原始相变材料与访问差异",
      "url": "https://climasel.info/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "直达网页无正文，原域搜索缓存及about/product描述相变材料吊顶/墙板储热，减少空调使用。",
      "limitation": "自动相变不是AI证据；23%/25%/最高30%节能不同页面条件未核，不当独立测试或自身软件收入。"
    },
    {
      "id": "TC26ENE-CLIMA-2",
      "companyId": null,
      "title": "Climasel原始公司年",
      "url": "https://www.linkedin.com/company/climasel",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "原始公司页自报2019、Baku及2—10范围，Elmar/Aysel/Fatima团队和材料板业务对应原域缓存。",
      "limitation": "自述非独立登记，英国联系地址不自动新集团年；客户节约5000美元/年不是企业ARR。"
    },
    {
      "id": "TC26ENE-CUBE-1",
      "companyId": null,
      "title": "CubeNexus原名单访问缺项",
      "url": "https://www.cubenexus.xyz",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "原名单网址网页工具不可访问。",
      "limitation": "不当停业/零收入；商业交付依据另列原始同域公司页，不下载任何软件。"
    },
    {
      "id": "TC26ENE-CUBE-2",
      "companyId": null,
      "title": "CubeNexus原始公司年与数据业务",
      "url": "https://www.linkedin.com/company/cubenexus/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "同域公司自报2024、Tulsa及2—10范围，StevenBrandt等，空间/传感/时间序列整合并可供AI使用。",
      "limitation": "自报非独立登记/性能验证；加速器/电力机构参与不等付费合同，空间数据价值和客户资产不是软件ARR。"
    },
    {
      "id": "TC26ENE-DANU-1",
      "companyId": null,
      "title": "Danu原始公司时间线",
      "url": "https://www.danuwater.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "官网列2025-01成立、KyraSedranskCampbell/JackLedingham及2026工业纸厂试点。",
      "limitation": "2024离开学界不当精确公司年；60立方米/日现处理与400设计容量分列，95%回收/TRL为自报未独立验证。"
    },
    {
      "id": "TC26ENE-DANU-2",
      "companyId": null,
      "title": "Danu原始技术与交付",
      "url": "https://www.danuwater.com/technology/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "选择膜/电场移除离子，随入水变化调节，按场地交付预处理/控制/模块系统，试验/现场试点按需。",
      "limitation": "自适应控制/多物理模型不自动机器学习；设备/现场工程/水资源节省与独立软件净费分开，无实际ARR。"
    },
    {
      "id": "TC26ENE-DANU-3",
      "companyId": null,
      "title": "Danu英国原始登记",
      "url": "https://find-and-update.company-information.service.gov.uk/company/16179774",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "DANUWATERLTD 16179774，2025-01-13注册，Sheffield，业务为设备安装和工业工程设计。",
      "limitation": "登记证明公司字段不证明AI/合同或财务，官网同名与双董事另作对应；不读未提供财报金额。"
    },
    {
      "id": "TC26ENE-DANU-4",
      "companyId": null,
      "title": "Danu英国董事原始对应",
      "url": "https://find-and-update.company-information.service.gov.uk/company/16179774/officers",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "同登记的KyraLaurenSedranskCampbell及JackSamuelPeterLedingham两董事与官网团队相符。",
      "limitation": "董事兼秘书的3职务记录非3个人/精确员工；公司身份核验不等产品效果、收入或独立AI技术验证。"
    },
    {
      "id": "TC26ENE-GINNO-1",
      "companyId": null,
      "title": "GinnoLab原始主体/年份与材料交付",
      "url": "https://www.ginnolab.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "官网列GinnoLabCoLtd、2021、YoonJinho及337-86-02146，主营防火/散热无机涂层、工业PoC。",
      "limitation": "注册号为公司自述未独立登记；视频/研究合作/专利数量不证明本产品分类或独立效果，₩1.05T行业损失非收入，AI核心未见证据。"
    },
    {
      "id": "TC26ENE-HELIX-1",
      "companyId": null,
      "title": "Helix当前原始电化学原料业务",
      "url": "https://helixcarbon.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "官网简短描述以电化学给重工业供原料、关闭碳循环。",
      "limitation": "页脚2026不是成立；化工原料、装置及工艺授权/硬件服务与净软件费分开，AI核心未见证据。"
    },
    {
      "id": "TC26ENE-HELIX-2",
      "companyId": null,
      "title": "Helix原始MIT衍生目录缓存",
      "url": "https://deshpande.mit.edu/spinouts/helix-carbon/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "MIT衍生公司目录缓存Year2024，模块化CO2转原料方案，同域反链；追溯2022研究项目。",
      "limitation": "直达502/原始缓存可读分列；Year是衍生目录非精确注册，2022旧研究不直接当公司年；前大学研究不当独立商业测试。"
    },
    {
      "id": "TC26ENE-LICUBE-1",
      "companyId": null,
      "title": "Licube原域访问与研究索引",
      "url": "https://licube3.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "官网直达工具UnexpectedStatusCode；原域研究PDF索引可读，正文产品业务依公司页另列。",
      "limitation": "不称完整PDF已读或独立商业效果验证，不以旧论文发表年重置公司年，访问失败不当停业。"
    },
    {
      "id": "TC26ENE-LICUBE-2",
      "companyId": null,
      "title": "Licube原始公司年与试产",
      "url": "https://www.linkedin.com/company/licube",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "同域公司自报2024、Houston及2—10范围，电渗析提纯锂及美日试产/可供样品。",
      "limitation": "公司自述非独立登记；纯度/速度未独立实测，全球投资承诺、样品量和化学品销售不是软件ARR。"
    },
    {
      "id": "TC26ENE-LNK-1",
      "companyId": null,
      "title": "LNK原始释氢装置与团队",
      "url": "https://lnkenergies.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "SayandeepBiswas/AlexisHuynh团队，由LOHC经HRU按需释氢，MIT研究转重型运输动力设备。",
      "limitation": "2023研究与2025公司衍生分列；专利/低成本主张不证明AI，柴油市场规模/排碳减少/客户燃料费不是自身软件收入。"
    },
    {
      "id": "TC26ENE-LNK-2",
      "companyId": null,
      "title": "LNK原始孵化机构名录",
      "url": "https://greentown.org/members/lnk-energies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "GreentownBoston会员原始资料列Founded2025，反链lnkenergies.com及CEOSayandeepBiswas。",
      "limitation": "机构资料非独立法律登记；会员/加速和氢能研发非AI产品证明，不混印度LNKGreenEnergy或lnk.energy。"
    },
    {
      "id": "TC26ENE-NOBLE-1",
      "companyId": null,
      "title": "Noble当前断路器和App",
      "url": "https://noblecarbon.io",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "官网提供改装智能断路器及按回路监控/控制电力App、预约入口。",
      "limitation": "安全、性能与节约为厂商描述未独立验证；监控/优化不单独证明AI核心，硬件安装与软件净费分开。"
    },
    {
      "id": "TC26ENE-NOBLE-2",
      "companyId": null,
      "title": "Noble原始公司年",
      "url": "https://www.linkedin.com/company/noble-carbon",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "同域公司自报2023、Pittsfield及2—10范围，MegDelaney/JaredLebos等对应。",
      "limitation": "公司自报非独立登记；电力公司激励、客户账单/储能交易及关联账户不当本公司软件ARR或精确员工。"
    },
    {
      "id": "TC26ENE-PETRA-1",
      "companyId": null,
      "title": "Petra当前发电设备原始官网",
      "url": "https://www.PetraPower.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "官网面向数据中心/工业/备用发电、燃料适应及效率，原域跳petrapower.com。",
      "limitation": "100GW标题/燃料节约和up-time为市场/厂商主张，不当已售容量/收入或独立工程验证；AI客户应用非AI核心。"
    },
    {
      "id": "TC26ENE-PETRA-2",
      "companyId": null,
      "title": "Petra原始公司年",
      "url": "https://www.linkedin.com/company/petra-power-llc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026能源组原始资料复核",
      "summary": "同域公司自报2017、SolonOhio及11—50范围，固体氧化物发电/电解技术。",
      "limitation": "自述非独立注册；设备/装置服务/发电收入与软件费分开，专利/客户燃料成本降低不当ARR。"
    },
    {
      "id": "TC26SPACE-ITSWARE-1",
      "companyId": null,
      "title": "ItsWare当前原始工厂追溯平台",
      "url": "https://itsware.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "智能标签/软件连接工具、零件和制造过程，提供资产追溯及合规记录。",
      "limitation": "案例/Logo非独立审计或测试，RFID机柜/安装与软件经常净费分开，客户月节约不是平台MRR。"
    },
    {
      "id": "TC26SPACE-ITSWARE-2",
      "companyId": null,
      "title": "ItsWare原始公司成立年",
      "url": "https://www.linkedin.com/company/itsware",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "同域公司自报2023及2—10范围，整合RFID/RTLS/Bluetooth供工厂系统及本地AI准确数据。",
      "limitation": "公司自报非独立登记；9关联账户不当精确员工，本地AI数据支撑不等完整模型验证，航天分类不替实际工业交付。"
    },
    {
      "id": "TC26SPACE-LOLA-1",
      "companyId": null,
      "title": "Lola原始SDK与芯片路线图",
      "url": "https://lolavisionsystems.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "称LVS EdgeSDK可在现成NVIDIA/Qualcomm设备上使用，LVS250开发套件面向伙伴，量产目标2027。",
      "limitation": "TOPS/功耗/安全合规为厂商声明未独立验证；芯片/SDK集成/许可与经常软件费分开，融资非ARR。"
    },
    {
      "id": "TC26SPACE-LOLA-2",
      "companyId": null,
      "title": "Lola原始公司成立年",
      "url": "https://www.linkedin.com/company/lolavisionsystems",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "同域公司自报2023、WashingtonDC及2—10范围，TayoAdesanya等AI硬件团队。",
      "limitation": "自报非独立注册，其他媒体2024说法均范围前；现SDK/未来自研硅不重置成立，业内专家视频不当产品独立实测。"
    },
    {
      "id": "TC26SPACE-LONGSHOT-1",
      "companyId": null,
      "title": "Longshot原始地面加速与测试服务",
      "url": "http://www.longshotspace.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "官网原域转https根域，描述把发射系统留在地面的可复用加速基础设施及高超声测试。",
      "limitation": "可用性/成本/目标性能非独立测试，不推已入轨或已售任务；硬件/试验服务/政府研发合同分开。"
    },
    {
      "id": "TC26SPACE-LONGSHOT-2",
      "companyId": null,
      "title": "Longshot原始公司年",
      "url": "https://www.linkedin.com/company/longshot-space-technologies-corporation",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "同域公司自报2020、Emeryville及11—50范围。",
      "limitation": "公司自报非独立登记，AI应用或客户防务预算不当自身AI主营/软件ARR；融资不当产品收入。"
    },
    {
      "id": "TC26SPACE-MODAL-1",
      "companyId": null,
      "title": "Modal原始电机与旧履历金额",
      "url": "https://www.ModalMotors.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "官网描述美国制造高扭矩电机/混合驱动，列前OEM motor R&D 5000万美元、35年经验与专利。",
      "limitation": "前研发预算/集体经验不作本公司营收/年限，第三方validated为厂商主张未读原报告；电机不自动AI。"
    },
    {
      "id": "TC26SPACE-MODAL-2",
      "companyId": null,
      "title": "Modal原始公司年",
      "url": "https://www.linkedin.com/company/modal-motors",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "同域公司自报2024及11—50范围，MichaelVanSteenburg团队。",
      "limitation": "9关联账户非精确员工；公司自报非独立注册，电机销售/制造与净软件合同分开。"
    },
    {
      "id": "TC26SPACE-PUBLIC-1",
      "companyId": null,
      "title": "PublicAccess原名单访问缺项",
      "url": "http://pubacs.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "原名单域名网页工具不可访问；普通HTTP本环境也未成功。",
      "limitation": "网络失败不等服务器停业/零收入；不混大量PublicAccess同名咨询或传媒。"
    },
    {
      "id": "TC26SPACE-PUBLIC-2",
      "companyId": null,
      "title": "PublicAccess当前原始公司与业务变化",
      "url": "https://www.linkedin.com/company/pubacs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "同域公司页Sujit/KristiPal，当前标题AdvancingAerospaceManufacturing，旧缓存为affordablevertiports/airmobility，无Founded。",
      "limitation": "1员工字段与2关联账户不取精确全职；品牌主体/旧业务与新制造沿革待核，数字孪生或认证术语不自动AI。"
    },
    {
      "id": "TC26SPACE-PUBLIC-3",
      "companyId": null,
      "title": "PublicAccess创始人原始制造记录",
      "url": "https://www.linkedin.com/posts/activity-7446889565522567168-S-h2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "SujitPal原始帖子称钛wireDED认证瓶颈及CMMC经济问题论文获2026会议收录邀请。",
      "limitation": "收录邀请非独立认证/合同/AI技术验证，供应商登记不当获授合同；前咨询/航空业务和制造/工程净费分开。"
    },
    {
      "id": "TC26SPACE-ROCKET-1",
      "companyId": null,
      "title": "RocketFastDrones原域访问范围",
      "url": "https://rocketfastdrones.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "网页工具仅返回标题，无可读正文，普通HTTP在当前环境未成功。",
      "limitation": "不能断言停业/零收入；不执行飞控/连接无人机，性能与商业交付以原始公司自述另列。"
    },
    {
      "id": "TC26SPACE-ROCKET-2",
      "companyId": null,
      "title": "RocketFastDrones原始公司年和运营者",
      "url": "https://www.linkedin.com/company/rocket-fast-drones",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "公司自报2020及2—10范围，OuterLoopEngineeringPtyLtd tradingasRocketFastDrones；医疗物资VTOL和PX4嵌入式飞控。",
      "limitation": "自报非独立登记，实习生飞行体验非独立系统性能测试；无人机销售/运输/集成与软件许可费分开。"
    },
    {
      "id": "TC26SPACE-SATENLIGHT-1",
      "companyId": null,
      "title": "SatEnlight原始光通信与访问差异",
      "url": "http://www.satenlight.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "原www域工具不可访问，satenlight.com根域可读，描述OAM多路光通信及团队。",
      "limitation": "物理层光学/抗湍流不自动机器学习，无价格/合同；设备/通信容量/许可与软件净费分开。"
    },
    {
      "id": "TC26SPACE-SATENLIGHT-2",
      "companyId": null,
      "title": "SatEnlight原始大学2024项目沿革",
      "url": "https://lastatalenews.unimi.it/seed4innovation-linnovazione-piace-venture-capital",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "米兰大学2024-07-10原始新闻将SatenLIGHT列Galaxia投资项目，MarcoPotenza光学研究与当前公司团队关联。",
      "limitation": "大学项目/投资不等精确公司注册年，但范围前已有项目；总投资额覆盖多个项目不继承本公司收入。"
    },
    {
      "id": "TC26SPACE-SATENLIGHT-3",
      "companyId": null,
      "title": "SatEnlight原始公司身份与相对周年",
      "url": "https://www.linkedin.com/company/satenlight",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "同域公司多通道光学通信，MatteoVismara/MatteoMirigliano等及2—10范围；有one-year-ago签署材料帖子。",
      "limitation": "相对时间/抓取时间不能直接算精确成立；7关联账户非精确人数，研究/ESA参与不是独立产品性能核验。"
    },
    {
      "id": "TC26SPACE-SATLYT-1",
      "companyId": null,
      "title": "Satlyt当前原始计算服务",
      "url": "https://satlyt.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "官网提供卫星软件入轨/网络/集成和实验室入口，称帮助轨道设备运行软件。",
      "limitation": "NASA/Google等Logo不等付费合同，演示任务/在轨部署不直接证明规模收入；计算容量、集成与软件净费分开。"
    },
    {
      "id": "TC26SPACE-SATLYT-2",
      "companyId": null,
      "title": "Satlyt原始公司年与验证范围",
      "url": "https://www.linkedin.com/company/satlyt",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "同域公司自报2024、SanFrancisco及2—10范围；RamaAfullo自述在轨Gemma诊断/下传减少，未来50部署准备。",
      "limitation": "客户案例及64%为厂商/合作描述，当前未读原独立报告不升级独立测试；融资/前SpaceXGoogleTesla收入不继承。"
    },
    {
      "id": "TC26SPACE-SPACETIME-1",
      "companyId": null,
      "title": "SpaceTime原始交付与运营者",
      "url": "https://www.spacetime-industries.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "页脚SpaceTimeSocialInc dbaSpaceTimeIndustries；SentinelOS界面/人工审批等available，配置资产工作流/边缘现场仍testing，更多空海陆配置planned，图片为参考渲染。",
      "limitation": "不从配置图推已部署或全自主；付费试点为可提供服务流程，非已售合同，无定价金额；现场集成、硬件、监控人工/维修和软件净费需拆。"
    },
    {
      "id": "TC26SPACE-SPACETIME-2",
      "companyId": null,
      "title": "SpaceTime原始公司缺年",
      "url": "https://www.linkedin.com/company/spacetime-industries",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "同域公司2—10范围，HonorebelWalker/RaSunAllah，AI/软件/自动化关键基础设施响应，无Founded。",
      "limitation": "公司描述非独立效果验证，旧SpaceTimeSocial与当前业务精确成立缺；自报托管响应不等纯订阅或已确认ARR。"
    },
    {
      "id": "TC26SPACE-SYMPHONY-1",
      "companyId": "TC-SYMPHONY-SPACE",
      "title": "Symphony原始轨道平台与托管",
      "url": "https://www.symphony-space.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "官网以模块化轨道平台降低任务接入成本，展示轨道服务/部署与团队。",
      "limitation": "1.8T市场预测/政府数非自身收入，官网渲染/任务能力未独立验证，不混纽约同名演出机构。"
    },
    {
      "id": "TC26SPACE-SYMPHONY-2",
      "companyId": "TC-SYMPHONY-SPACE",
      "title": "Symphony原始公司年与首飞目标",
      "url": "https://www.linkedin.com/company/symphonyspace",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "同域公司自报2025、Arlington及2—10范围；MerryWalker团队，原始简介列首飞目标2028初。",
      "limitation": "成立自报非独立登记；首飞计划非已实现任务，等候名单/机构合作非合同，具体时程可能变化不承诺如期交付。"
    },
    {
      "id": "TC26SPACE-SYMPHONY-3",
      "companyId": "TC-SYMPHONY-SPACE",
      "title": "Symphony创始人原始AI算力托管定位",
      "url": "https://www.symphony-space.com/updates/the-compute-crisis-is-coming-for-orbit-the-answer-isn-t-more-satellites-it-s-modularity",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "MerryWalker署名文章将Adagio定位可换载荷的轨道供电/热控/指向/连接平台，计算模块支持AI负载但不限于计算。",
      "limitation": "为公司观点非独立工程验证，尚未证明数据中心规模经济；文中别家公司融资/估值/市场预测不入本公司收入，硬件托管与软件净费分开。"
    },
    {
      "id": "TC26SPACE-XORBITA-1",
      "companyId": "TC-XORBITA",
      "title": "xOrbita原始网址访问缺项",
      "url": "https://xorbita.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "原域网页工具无可读正文，www不可访问，普通HTTP在当前环境未成功。",
      "limitation": "不当停业/零收入；当前业务以原始公司/创始声明另列，未执行卫星导航程序或访问任务系统。"
    },
    {
      "id": "TC26SPACE-XORBITA-2",
      "companyId": "TC-XORBITA",
      "title": "xOrbita原始公司年与方向变化",
      "url": "https://www.linkedin.com/company/xorbita",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "同域公司自报2025及11—50范围，MinhNguyen/JohnAvera团队；旧简介量子点光谱碎片传感，创始帖当前强调自主导航、机动规划和操作授权。",
      "limitation": "7关联账户非精确人数，自报成立非独立登记；方向变化不是新公司，创业资助/投资非营收。"
    },
    {
      "id": "TC26SPACE-XORBITA-3",
      "companyId": "TC-XORBITA",
      "title": "xOrbita原始创始人新闻稿",
      "url": "https://aijourn.com/minh-nguyen-and-john-avera-co-founders-of-xorbita-on-building-the-newest-air-traffic-control-infrastructure-for-space/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026航天防务组原始资料复核",
      "summary": "2025-12-11MarketersMEDIA新闻稿，由Minh/John描述AI在轨碎片感知及AnalyticalPlanningStack建议，计划政府研发与商业避碰形成循环。",
      "limitation": "新闻稿非媒体独立技术/财务核验，部署措辞与研发阶段/当前方向分列，不称星座实测完成；政府研发/传感器与商业许可实际合同均待核。"
    },
    {
      "id": "TC26MF-AIRS-1",
      "companyId": null,
      "title": "AIRS原始边缘AI官网",
      "url": "https://airsml.co.uk/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "压缩感知/实时资产监控的edgeAI和预约入口。",
      "limitation": "Logo/项目伙伴不证明合同/实际收入，压缩/预测性能未独立测试，未连接工业系统。"
    },
    {
      "id": "TC26MF-AIRS-2",
      "companyId": null,
      "title": "AIRS原始公司年与行业基准",
      "url": "https://www.linkedin.com/company/airs-ml/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "同域公司自报2023、London及2—10范围，预测设备故障/本地传感处理，Techstars2024。",
      "limitation": "公司自述非独立注册；引用PwC预测维护12%省费/9%uptime等为行业基准不是自身产品实测或自身收入。"
    },
    {
      "id": "TC26MF-ARGOS-1",
      "companyId": null,
      "title": "ArgosVision原始机器人感知",
      "url": "https://argosvision.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "官网描述广角全景3D机器人视觉传感与处理。",
      "limitation": "准确率/实时性能未经独立验证；传感硬件、驱动/SDK及整合与净软件费分开。"
    },
    {
      "id": "TC26MF-ARGOS-2",
      "companyId": null,
      "title": "ArgosVision原始公司年",
      "url": "https://www.linkedin.com/company/argosvision/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "同域公司自报2020、Seoul及2—10范围，KiYeongPark等与韩国机器人感知相符。",
      "limitation": "自述非独立注册；关联账户不当精确人数，不混ArgosVisionSystems/argosvs.com。"
    },
    {
      "id": "TC26MF-BIOROOM-1",
      "companyId": null,
      "title": "Bioroom原始材料与链接差异",
      "url": "https://www.bioroom.kr/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "原带时间参数网址工具不可用，根域可读；JuYoungSong及708-81-03245，Myrofoam菌丝可降解包装。",
      "limitation": "注册号为自报非独立登记；材料/生产工艺不自动AI，供应/原料与软件费分开，未实测降解。"
    },
    {
      "id": "TC26MF-BIOROOM-2",
      "companyId": null,
      "title": "Bioroom原域成立缓存与展商资料",
      "url": "https://www.bioroom.kr/shop_contents/myboard_read.htm?h_search_c=0&idx=1108276&myboard_code=notice&page=1&page_idx=0&page_limit=10",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "原域站内报道缓存称2024成立；2026ENTECH公司提交资料称MoorimPoC及年采购1.2亿韩元以上LOI。",
      "limitation": "直达报道/展商路径当前失败与缓存分列；LOI非已履行采购，更非软件ARR；厂商测试认证描述未读原始完整报告。"
    },
    {
      "id": "TC26MF-CIT-1",
      "companyId": null,
      "title": "CIT原域材料产品与跳转",
      "url": "http://www.globalcit.co.kr",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "原域跳englobalcit.imweb.me，提供单晶金属/ASE工艺、透明天线/半导体玻璃基板等。",
      "limitation": "材料制程/设备非自动AI核心；工业论文/Logo不当本产品独立测试，材料货款与净软件费分开。"
    },
    {
      "id": "TC26MF-CIT-2",
      "companyId": null,
      "title": "CIT原始官网旧成立声明",
      "url": "https://globalcit.co.kr/news/?bmode=view&idx=156326230&q=YToxOntzOjEyOiJrZXl3b3JkX3R5cGUiO3M6MzoiYWxsIjt9&t=board",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "原域新闻自报2023成立，SeungJeong为CEO，MWC2025展示ASE材料。",
      "limitation": "官网转载宣传非独立登记/财务验证，节电/减排/未来数据中心用量预测非自身ARR，二手屏蔽财务字段不当零收入。"
    },
    {
      "id": "TC26MF-DANUROBOT-1",
      "companyId": null,
      "title": "DanuRobotics原始产品和开发沿革",
      "url": "https://www.danurobotics.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "XiaoyanAmyMa团队AI垃圾分拣机器人，公司称2024启动系统、2025-01向开发伙伴交付首批。",
      "limitation": "交付自述不是可核收入，机器人/视觉系统/运维与软件净费分开；性能和回收纯度未独立验证。"
    },
    {
      "id": "TC26MF-DANUROBOT-2",
      "companyId": null,
      "title": "DanuRobotics原始创业机构成立年",
      "url": "https://www.convergechallenge.com/danu-robotics-2/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "Converge原始2024资料称AmyMa2020创办，2022项目决赛及同域对应。",
      "limitation": "机构资料非精确注册核验，新机器交付不重置年；资助/融资与设备/软件合同收入不同。"
    },
    {
      "id": "TC26MF-INDNEXT-1",
      "companyId": null,
      "title": "IndustrialNext当前原始工位平台",
      "url": "https://industrialnext.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "AI驱动机器人工作单元，以模拟/示范学新技能，宣称99.9%首遍任务完成率及小时级换型。",
      "limitation": "厂商性能/部署、试点与投资Logo混列不作独立测试或全为付费客户；硬件/集成和软件订阅分开。"
    },
    {
      "id": "TC26MF-INDNEXT-2",
      "companyId": null,
      "title": "IndustrialNext原始公司年",
      "url": "https://www.linkedin.com/company/industrial-next",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "同域公司自报2021、SanFrancisco及11—50范围，YCW22。",
      "limitation": "公司自述非独立注册，YC批次不是成立年；前Tesla/Waymo等履历/营收不继承，15账户不当精确员工。"
    },
    {
      "id": "TC26MF-MUI-1",
      "companyId": null,
      "title": "MUI当前原始电子鼻平台",
      "url": "https://www.mui-robotics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "官网描述气味传感、SensoryAI和环境/工业监测，当前about溯源Mahidol16年研究。",
      "limitation": "研究年限不是公司成立，设备/气味检测与软件授权净费分开；客户总数/Logo非独立收入/技术验证。"
    },
    {
      "id": "TC26MF-MUI-2",
      "companyId": null,
      "title": "MUI原始范围前新闻及旧候选对应",
      "url": "https://mui-robotics.asia/ข่าวสารและกิจกรรม/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "原2025补查已保存MUI同域/反链映射；旧官网新闻可见2024活动/展会，同团队电子鼻业务。",
      "limitation": "不据第三方2021/2023差异选精确注册；保留TC25-AG-MUI与原始发现，不将不同名单重复登记当独立公司；新总部不重置旧年。"
    },
    {
      "id": "TC26MF-NEXTERITY-1",
      "companyId": null,
      "title": "Nexterity原域访问缺项",
      "url": "https://nexterity.tech",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "网页工具直达超时；产品内容依同域原始公司页另列。",
      "limitation": "超时不当停业或零收入，未连接管线/机器人，安全/效率不作独立核验。"
    },
    {
      "id": "TC26MF-NEXTERITY-2",
      "companyId": null,
      "title": "Nexterity原始公司年及交付",
      "url": "https://www.linkedin.com/company/nexterity-inc",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "公司自报2024、Nutley及2—10范围，LindseyElliott团队，人工在环远控拆装管道法兰/螺栓。",
      "limitation": "8倍速度/扭矩±10ftlbs为厂商描述非独立测试，投资5万美元不是收入；硬件/现场维护与软件净费分列。"
    },
    {
      "id": "TC26MF-NIOBIA-1",
      "companyId": "TC-NIOBIA",
      "title": "Niobia当前原始制造AI工作流",
      "url": "https://niobia.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "材料/工艺失效诊断AI，提供LabOS/ManagedDatabase/EdgeAI，按仪器数据和工程问题分析。",
      "limitation": "50倍提速、企业集成和案例为厂商描述未独立实测，未上传工厂数据/运行分析。"
    },
    {
      "id": "TC26MF-NIOBIA-2",
      "companyId": "TC-NIOBIA",
      "title": "Niobia原始公司年与品牌沿革",
      "url": "https://www.linkedin.com/company/niobia-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "同域公司自报2025、SanFrancisco及2—10范围，GauravJha/ArabindaBehera等，原BatLabsAI改名。",
      "limitation": "公司自报非独立登记，新名不重置成立；一次产线示例/免费使用非可核付费数或独立横测。"
    },
    {
      "id": "TC26MF-NIOBIA-3",
      "companyId": "TC-NIOBIA",
      "title": "Niobia原始月费与部署分层",
      "url": "https://niobia.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "个人免费/原$20月费20credits；Professional原$200每席每月200credits；专属租户、独立Edge和定制整合询价。",
      "limitation": "原$未明确币种不补USD，credit不是现金/实际营收；无长期锁定要求不证明合同经常性，标价不当已实现ARR。"
    },
    {
      "id": "TC26MF-NIOBIA-4",
      "companyId": "TC-NIOBIA",
      "title": "Niobia原始数据边界与认证缺项",
      "url": "https://niobia.ai/security",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "个人共享方案数据可改善自家Agent，Professional仅使用数据，专属/定制不训练；Edge建议需人工批准，明确尚无SOC2TypeII/ISO27001。",
      "limitation": "公司政策非独立安全审计；公司简介SOC2architecture不作已认证，不将个人/企业数据训练边界混为一条，未执行设备写入。"
    },
    {
      "id": "TC26MF-NIOBIA-5",
      "companyId": "TC-NIOBIA",
      "title": "Niobia原始条款主体",
      "url": "https://niobia.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "2026-10-13条款列NiobiaAIInc，实际价/订阅依订单，输出须专家核验及beta限制。",
      "limitation": "条款年不替2025公司自报成立；私有集成/工程人工与软件净费分列，无已核ARR/合同金额。"
    },
    {
      "id": "TC26MF-ORTEX-1",
      "companyId": null,
      "title": "Ortex原名单对应Owanga实物站点",
      "url": "https://www.owangasolar.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "原网址显示OwangaSolar便携储能，LiFePO4、180000mAh/300W等参数，原$300购买入口。",
      "limitation": "Ortex与Owanga别名沿革未确认，不另推独立公司；电池/供电不是AI证明，原$币种未核不补USD，容量单位和峰值功率非ARR。"
    },
    {
      "id": "TC26MF-ORTEX-2",
      "companyId": null,
      "title": "Owanga原始公司同域身份",
      "url": "https://www.linkedin.com/company/owanga-solar/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "同域公司页为OwangaSolar、Kinshasa及2—10范围，向刚果家庭/企业供能源，无可读Founded。",
      "limitation": "旧创始人/机构Owanga业务虽有范围前线索，未证明Ortex新别名关系；设备租赁/电力服务即便持续收费也非软件ARR。"
    },
    {
      "id": "TC26MF-PLANCK-1",
      "companyId": null,
      "title": "Planck当前原始光刻设备",
      "url": "https://www.planck.co.kr",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "研究/工业用显微镜无掩模光刻与立体光刻设备，可询价。",
      "limitation": "DLP/数字微镜图案不自动AI；设备价格/科研采用/论文不当软件ARR，未操作仪器。"
    },
    {
      "id": "TC26MF-PLANCK-2",
      "companyId": null,
      "title": "Planck原始成立日期",
      "url": "https://www.planck.co.kr/company",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "官网称SeokbeomAugustineKim创办PlancklabInc，2025-07-01成立、2026-01-29种子融资。",
      "limitation": "公司自述非独立注册，融资/KOICA支持与产品收入分开，不混其他Planck保险/物理公司。"
    },
    {
      "id": "TC26MF-PLANCK-3",
      "companyId": null,
      "title": "Planck原始AI路线图",
      "url": "https://kr.linkedin.com/company/plancklab",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "同域公司2025及2—10范围；原帖列TrueUniform光照、TrueShape预补偿、TrueDose曝光三项AI功能wearedeveloping。",
      "limitation": "研发非已量产/已验证AI，宣传片AI配音非产品AI核心，前大学设备/论文沿革和实际合同仍缺。"
    },
    {
      "id": "TC26MF-STRUC-1",
      "companyId": null,
      "title": "Strucmedica当前原始结构诊断",
      "url": "https://www.strucmedica.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "非侵入传感器结合AI评估混凝土耐久性/碳足迹、生成诊断和建议。",
      "limitation": "专利/伙伴/试点并列非独立工程验证或全部付费客户；现场测量/报告/设备与软件经常费分开。"
    },
    {
      "id": "TC26MF-STRUC-2",
      "companyId": null,
      "title": "Strucmedica原始公司缺年",
      "url": "https://www.linkedin.com/company/strucmedica",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026制造工业组原始资料复核",
      "summary": "同域公司页Paris及2—10范围，OuijdaneQacami相关AI混凝土解释/StationF记录，无可读Founded。",
      "limitation": "加入孵化器/研究或媒体2025说法不替原始注册，原始法国登记尚未读；不将建筑资产价值/客户节约当ARR。"
    },
    {
      "id": "TC26BIO-ALITHEA-1",
      "companyId": null,
      "title": "Alithea原始AI及实验平台",
      "url": "https://alithea-bio.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "免疫肽组质谱/应用AI，HLACompass及结合预测白皮书。",
      "limitation": "首页计数器零值不当真实样本零值；厂商预测准确性非独立临床验证，湿实验/样本处理/数据许可与软件净费分开。"
    },
    {
      "id": "TC26BIO-ALITHEA-2",
      "companyId": null,
      "title": "Alithea原始公司年",
      "url": "https://www.linkedin.com/company/alithea-bio",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "同域公司自报2019、Freiburg及11—50范围，免疫肽组/肿瘤免疫与数据库业务。",
      "limitation": "自报非独立注册；不混瑞士AlitheaGenomics2020/AlitheaConsulting，获奖/客户药物价值不作ARR。"
    },
    {
      "id": "TC26BIO-APERTUM-1",
      "companyId": null,
      "title": "Apertum原始临床前递送方案",
      "url": "https://apertumneuro.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "非侵入刺激临时调节血脑屏障，官网展示啮齿/猪/非人灵长类信号及Cambridge地址，页脚ApertumNeuroInc。",
      "limitation": "动物信号为厂商描述非人体获批疗效，区域646.1%相对对照不是人类成功率；疗程/器械/研发许可非纯软件ARR。"
    },
    {
      "id": "TC26BIO-APERTUM-2",
      "companyId": null,
      "title": "Apertum原始公司缺年",
      "url": "https://www.linkedin.com/company/apertum-neur",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "同域公司Paris、2—10范围，BBB递送研究与药企合作，无Founded。",
      "limitation": "不混加拿大Speech2Health/Apertum、印度ApertumOnline等，二手2025未有原始成立补证；巴黎/Cambridge主体关系待核。"
    },
    {
      "id": "TC26BIO-APERTUM-3",
      "companyId": null,
      "title": "Apertum所链Actipulse旧品牌关联",
      "url": "https://actipulse.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "Apertum官网页脚直接链接Actipulse，后者官网展示临床神经调控/TMS业务。",
      "limitation": "关联反链不证明两主体相同或新公司成立日；旧TMS收入/产品许可不继承Apertum新递送平台，AI核心未确认。"
    },
    {
      "id": "TC26BIO-BIOTRILLION-1",
      "companyId": null,
      "title": "BioTrillion原始健康AI官网",
      "url": "https://www.biotrillion.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "手机数据/图像AI与数字生物标记，面向日常健康观测。",
      "limitation": "早筛/生命体征主张非独立监管/临床验证，未采人像/健康数据；市场浪费金额与自身ARR不同。"
    },
    {
      "id": "TC26BIO-BIOTRILLION-2",
      "companyId": null,
      "title": "BioTrillion原始公司年与交付",
      "url": "https://www.linkedin.com/company/biotrillion",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "同域公司自报2020、SanFrancisco及2—10范围，BioEngine4D/HealthySelfie与SDK。",
      "limitation": "自报非独立注册，五种指标/10秒视频为厂商主张未独立测试；SDK集成、授权/消费订阅和实际合同分别核。"
    },
    {
      "id": "TC26BIO-BRAIV-1",
      "companyId": null,
      "title": "BRAIV原域访问与团队缓存",
      "url": "https://braiv.tech/team",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "原域及about/team直达无正文；原域搜索缓存列SindhuBanerjee/RabeesRafiq创始团队和AI神经科学方向。",
      "limitation": "外壳不作关闭/零收入，AI处方/疗效主张未独立临床验证；药品收入/诊疗/前J&J项目不作软件ARR。"
    },
    {
      "id": "TC26BIO-BRAIV-2",
      "companyId": null,
      "title": "BRAIV创始人原始2025问答",
      "url": "https://www.chibus.com/people-and-careers/2025/5/14/building-a-braiv-startup-at-booth",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "SindhuBanerjee署名/问答2025-05-14称正在发展BRAIV、Booth创业资源与将于下一学年参加竞赛。",
      "limitation": "文章日/入学年不替公司成立；旧创业1FG不继承，融资/竞赛计划不当实际收入。"
    },
    {
      "id": "TC26BIO-BRAIV-3",
      "companyId": null,
      "title": "BRAIV原始大学项目描述",
      "url": "https://polsky.uchicago.edu/2026/08/13/8-students-receive-2026-polsky-founders-fund-fellowships-to-work-on-their-ventures-full-time/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "Polsky大学项目将SindhuBRAIV描述为以真实世界结局和ML辅助精神科用药选择。",
      "limitation": "项目支持非药物/产品获批或独立有效性验证；$150K竞赛/资助非订阅ARR，原始精确主体年份仍缺。"
    },
    {
      "id": "TC26BIO-CHEMT-1",
      "companyId": null,
      "title": "ChemT原始细胞制造AI",
      "url": "https://www.chemtbio.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "AI层面向CMC理解/调节细胞状态，帮助生物制品工艺开发。",
      "limitation": "产量/质量提升为厂商描述非独立产品验证，降低药企成本不是自身收入，研发/化合物供应与软件经常净费分别核。"
    },
    {
      "id": "TC26BIO-CHEMT-2",
      "companyId": null,
      "title": "ChemT原始公司年",
      "url": "https://www.linkedin.com/company/chemt-biotechnology",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "同域公司自报2024、Singapore及2—10范围，小分子/AI生物制造。",
      "limitation": "10关联账户非精确员工，公司自报非独立登记；invitro/invivo及5—10倍产量不能直接当人体效果或收入。"
    },
    {
      "id": "TC26BIO-EFFERON-1",
      "companyId": null,
      "title": "Efferon原始血液吸附产品",
      "url": "https://efferon.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "官网展示多模式血液吸附产品及适用研究/地区许可声明。",
      "limitation": "治疗量、地区许可/CE为厂商主张未独立监管核对，不当临床疗效/实际订单；一次器械耗材收入非软件ARR。"
    },
    {
      "id": "TC26BIO-EFFERON-2",
      "companyId": null,
      "title": "Efferon原始公司年",
      "url": "https://www.linkedin.com/company/efferon",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "同域公司自报2016、Villach及51—200范围，单次血液灌流产品。",
      "limitation": "自报非独立注册，旧/新治疗计数口径不同不硬加总；生物材料/临床支持与软件费分列，不以AI竞赛名单认定AI主营。"
    },
    {
      "id": "TC26BIO-INFIUSS-1",
      "companyId": null,
      "title": "Infiuss原始临床模拟平台",
      "url": "https://infiuss.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "历史/真实世界数据构建数字孪生，模拟试验，面向申办方/CRO/统计团队。",
      "limitation": "虚拟患者量/试验成本减少非付费数或自身收入；模拟不代替真实临床验证，未上传患者资料或运行医学推演。"
    },
    {
      "id": "TC26BIO-INFIUSS-2",
      "companyId": null,
      "title": "Infiuss原始公司年",
      "url": "https://www.linkedin.com/company/infiuss",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "同域公司自报2021、Buffalo及11—50范围，MelissaBime等与试验软件相符。",
      "limitation": "公司自报非独立登记，旧临床研究服务/项目预算与软件订阅净费分别核，机构合作Logo不等财务审计。"
    },
    {
      "id": "TC26BIO-INTERO-1",
      "companyId": null,
      "title": "Intero原始类器官交付",
      "url": "https://www.interobiosystems.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "干细胞来源人肠类器官，用于临床前药物测试。",
      "limitation": "类器官功能/可靠性为厂商主张未独立验证；实验模型/样本/检测服务与软件净费分开。"
    },
    {
      "id": "TC26BIO-INTERO-2",
      "companyId": null,
      "title": "Intero原始公司年与研究资金",
      "url": "https://www.linkedin.com/company/intero-biosystems",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "同域公司自报2024、Aurora及2—10范围，MadelineEiken等；NIHNCATS PhaseI SBIR35万美元自述。",
      "limitation": "自述非独立登记，SBIR研究资金不是软件ARR；孵化机构/实验结果不自动AI核心或人体获批。"
    },
    {
      "id": "TC26BIO-LUME-1",
      "companyId": null,
      "title": "Lume原始可穿戴激素产品",
      "url": "https://www.lumehealth.io",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "原域跳根域，展示汗液/皮质醇节律可穿戴设备与等候入口。",
      "limitation": "示例读数/健康建议非独立临床/传感精度验证，未录入数据；设备/耗材/咨询与软件订阅净费分开。"
    },
    {
      "id": "TC26BIO-LUME-2",
      "companyId": null,
      "title": "Lume原始公司年和原型状态",
      "url": "https://www.linkedin.com/company/lumehealth",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "同域公司自报2023、SanFrancisco及2—10范围；当前团队说可穿戴原型/下轮beta。",
      "limitation": "自报非独立注册，新原型不重置旧公司年；旧雇主Apple专利/百万设备销量、10万资助均不作LumeARR。"
    },
    {
      "id": "TC26BIO-MYOGENE-1",
      "companyId": null,
      "title": "MyoGene原始药研与融资",
      "url": "https://www.myogenebio.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "MyoDys45—55开发及2024罕见病/孤儿药指定自述，2025投资142万美元。",
      "limitation": "指定不是上市许可/已证明人体疗效；药物研发/许可/里程碑/融资与软件收入不同。"
    },
    {
      "id": "TC26BIO-MYOGENE-2",
      "companyId": null,
      "title": "MyoGene原始范围前新闻沿革",
      "url": "https://www.myogenebio.com/news",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "原域列2019SBIR/研究资助、2020创业和2024会议/加速项目，CourtneyYoung团队对应。",
      "limitation": "不是精确注册年但已范围前经营；旧研究投入/非现金支持非ARR，AI核心未见原始依据。"
    },
    {
      "id": "TC26BIO-NANOTRACE-1",
      "companyId": null,
      "title": "Nanotrace原始药物递送平台",
      "url": "http://nanotrace.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "RNA识别/纳米粒递送抗癌药物，临床前研发方向。",
      "limitation": "靶向/安全效果是厂商主张非人体证明，软件定义粒子是技术描述非软件订阅；临床前实验/药物许可与软件净费分开。"
    },
    {
      "id": "TC26BIO-NANOTRACE-2",
      "companyId": null,
      "title": "Nanotrace原始公司与缺年",
      "url": "https://www.linkedin.com/company/nanotrace",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "同域公司SanFrancisco、2—10范围，WillBriley/PaulWeiss/DavidSpector，部分AI设计/程序化粒子，无Founded。",
      "limitation": "前大学研究年/前SequoiaGoogle履历和投资者资金不继承为公司成立/收入；实际法律主体及商业合同待核。"
    },
    {
      "id": "TC26BIO-ONCO-1",
      "companyId": null,
      "title": "OncoRevive原始多组学检测",
      "url": "https://www.oncorevive.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "结合纳米技术/AI分析血液标志物，面向癌症检测/监测。",
      "limitation": "两小时/四倍便宜/20倍速度为厂商声明，未经独立临床/监管核验；试剂检测/设备费不全算软件ARR。"
    },
    {
      "id": "TC26BIO-ONCO-2",
      "companyId": null,
      "title": "OncoRevive原始加速机构成立年",
      "url": "https://jobs.techstars.com/companies/oncorevive",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "Techstars同域名录列foundedin2023、Melbourne及1—10范围、preseed。",
      "limitation": "机构资料非独立登记/临床性能核验，2025加速不重置成立，行业患者数和融资不作自身收入。"
    },
    {
      "id": "TC26BIO-ORAIN-1",
      "companyId": null,
      "title": "Orain原始生物标记软件",
      "url": "https://www.orainbio.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "当前计算生物标记研究/药物开发、组织影像多组学；页脚OrainBioInc，About列原始支持机构。",
      "limitation": "当前pricing直达工具不可读，不推金额；研究结果/患者分层主张非独立临床验证，湿实验/处理/分析服务与软件费分开。"
    },
    {
      "id": "TC26BIO-ORAIN-2",
      "companyId": null,
      "title": "Orain原始机构成立缓存",
      "url": "https://greaterwashingtonpartnership.com/wp-content/uploads/2026/03/Next-Level-Growth-Exchange-2026-Handbook.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "GreaterWashingtonPartnership原始2026项目手册搜索缓存列NaroaGimenezCamino、ORAIN、Established2023、WashingtonDC、同域和JEROAI。",
      "limitation": "当前PDF404与可读索引分列，非实时公司登记；机构项目材料不当独立财务/技术审计。"
    },
    {
      "id": "TC26BIO-ORAIN-3",
      "companyId": null,
      "title": "Orain原始公司同域身份",
      "url": "https://www.linkedin.com/company/orainbio/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "同域公司NaroaGimenezCamino、WashingtonDC及2—10范围，生物信息/图像AI平台，当前Founded缺。",
      "limitation": "公司页缺年与手册2023来源分列，顾问前AstraZeneca/孵化资助不是本公司营收，不混OrainCosmetics/OrainStudio。"
    },
    {
      "id": "TC26BIO-ORGAN-1",
      "companyId": null,
      "title": "OrganNexus原始平台与访问边界",
      "url": "https://organnexus.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "原www不可访问，根域描述维持器官结构、干预/多维测量/建模和未见药物反应预测，RidaAmjed/MadhooPatil。",
      "limitation": "示例明确HELDOUT—NOTRUN及读数零值不当真实实验/疗效；无成立/注册/收费/合同，器官来源研究伦理与技术效果未独立核验，实验服务/数据与软件净费分开。"
    },
    {
      "id": "TC26BIO-SIT-1",
      "companyId": null,
      "title": "SitSense原始器械与原型",
      "url": "https://sit-sense.com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "传感识别压力区域并按协议调节的医疗座椅，称已在Michigan多设施演示。",
      "limitation": "原型/专利/研究为厂商主张非获批或独立临床效果，未连接设备；护理省工/医疗总成本不是自身软件收入。"
    },
    {
      "id": "TC26BIO-SIT-2",
      "companyId": null,
      "title": "SitSense原始公司年",
      "url": "https://www.linkedin.com/company/sit-sense",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "同域公司自报2025、EastLansing及2—10范围，TamaraBush/JustinScott等，征集临床伙伴测试新原型。",
      "limitation": "自报非独立登记/临床验证，投资/竞赛支持75000美元非ARR，机器人控制/证据算法不证明AI学习模型。"
    },
    {
      "id": "TC26BIO-STUFF-1",
      "companyId": null,
      "title": "StuffThatWorks原始网址外壳",
      "url": "https://www.stuffthatworks.health/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "网页工具仅提示启用JavaScript，未获得应用正文。",
      "limitation": "不当关闭/零收入，不登录或采集患者报告；数据量/社区人数不作付费用户。"
    },
    {
      "id": "TC26BIO-STUFF-2",
      "companyId": null,
      "title": "StuffThatWorks原始公司年",
      "url": "https://at.linkedin.com/company/stuffthatworks",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "原始公司页Gegründet2018及TelAviv，患者众包/机器学习，YaelElish等对应；canonical直达429。",
      "limitation": "公司自报非独立登记，患者经验不替因果/临床有效性；旧Waze收入/融资与数据许可及软件净费分开，不混stw澳洲IT公司。"
    },
    {
      "id": "TC26BIO-SUNNY-1",
      "companyId": null,
      "title": "Sunny原始经期产品",
      "url": "https://sunnyperiod.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "官网销售月经杯/导入器，列55原$产品并称USFDA510kcleared，有积压单发货更新。",
      "limitation": "清除声明未独立监管核验，不当药品批准/AI证明；预售/积压单/赠品/商品货款非软件ARR，未下单。"
    },
    {
      "id": "TC26BIO-SUNNY-2",
      "companyId": null,
      "title": "Sunny原始公司成立与主体",
      "url": "https://www.linkedin.com/company/sunny-period",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026生物制药组原始资料复核",
      "summary": "同域公司自报MenstrualMatesInc2019、Boston及2—10范围，CindyBelardo/DrewJarvis。",
      "limitation": "自报非独立登记，品牌新推广或2026加速不重置旧年，资助/众筹不当收入，不混Sunny同名AI应用。"
    },
    {
      "id": "TC26HW1-CARE-1",
      "companyId": "TC-CARE",
      "title": "CareMojo原始产品与域名访问",
      "url": "https://mycaremojo.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "原www工具不可用，根域可读；可穿戴、位置传感与本地AIHub，面向家庭/照护机构，BETA界面及数据集成。",
      "limitation": "原型界面/潜在健康风险不当独立临床结果或付费部署；硬件、护理工时与软件净费分开，未披露价格/合同金额。"
    },
    {
      "id": "TC26HW1-CARE-2",
      "companyId": "TC-CARE",
      "title": "CareMojo原始公司年",
      "url": "https://www.linkedin.com/company/mycaremojo/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司自报2025、SanFrancisco、2—10范围，BaryHuang/TianLan；现居家边缘AI照护系统。",
      "limitation": "公司自报非独立注册；五关联成员不当全职精确人数，设备上台不证明量产售出。"
    },
    {
      "id": "TC26HW1-CARE-3",
      "companyId": "TC-CARE",
      "title": "CareMojo原始改名及业务沿革",
      "url": "https://www.linkedin.com/posts/mycaremojo_care-mojo-linkedin-activity-7455028800091869184-DEJU",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "公司明确PeakMojo成为CareMojo，向认知下降/失智照护转型。",
      "limitation": "改名不重置成立，旧招聘/销售训练订单/用户/标价不能继承为现医疗设备订阅ARR。"
    },
    {
      "id": "TC26HW1-CIRCUIT-1",
      "companyId": "TC-CIRCUIT",
      "title": "CircuitBreaker原始AI评估交付",
      "url": "https://www.circuitbreakerlabs.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "连接模型API、动态生成风险交互并提供问题报告/持续监测，官网有行为健康客户评价，按演示洽谈。",
      "limitation": "十万测试/不用LLM裁判为厂商方法声明非独立产品验证；政府可采购徽标/APA或FDA展示不当FDA产品批准、政府采购收入或已签年约。"
    },
    {
      "id": "TC26HW1-CIRCUIT-2",
      "companyId": "TC-CIRCUIT",
      "title": "CircuitBreaker原始成立年",
      "url": "https://www.linkedin.com/company/circuit-breaker-labs-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司自报2025、WashingtonDC及2—10范围，Shirali/Arul团队，临床安全压力测试。",
      "limitation": "公司自报非独立登记，2026异州登记转载非首次成立依据；不混回收电路板珠宝同名公司。"
    },
    {
      "id": "TC26HW1-CIRCUIT-3",
      "companyId": "TC-CIRCUIT",
      "title": "CircuitBreaker白皮书访问缺项",
      "url": "https://www.circuitbreakerlabs.ai/Whitepaper.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "官网历史白皮书PDF路径当前返回404，搜索仍见标题和对比图索引。",
      "limitation": "未读全文，不将索引/自述当可复现公开技术证据或独立横测；第三方按人头推算annualrevenue未采，不等ARR。"
    },
    {
      "id": "TC26HW1-FORELA-1",
      "companyId": "TC-FORELA",
      "title": "Forela原始当前产品与阶段",
      "url": "https://forela.health/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "面向患者的日常计划/记录与医生纵向多系统推理；官网链接iOS，PelvicGut在验证，其他疾病组为未来探索。",
      "limitation": "未运行App或处理健康数据；医生验证招募不当完成临床验证，未来疾病适应范围不当已上线；价格/实际合同未披露。"
    },
    {
      "id": "TC26HW1-FORELA-2",
      "companyId": "TC-FORELA",
      "title": "Forela原始公司年与团队",
      "url": "https://www.linkedin.com/company/forela",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司自报2025、LosAngeles及2—10范围，JulianaDiSimone/IrisKerinOrbuch，临床智能及多模态连续性。",
      "limitation": "公司自报非独立注册；早期2026开放计划不替实际上线时间，专家资历不当产品独立疗效证明。"
    },
    {
      "id": "TC26HW1-FORELA-3",
      "companyId": "TC-FORELA",
      "title": "Forela原始FAQ的产品边界",
      "url": "https://forela.health/faq/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "原始FAQ描述个人基线、持续记录/方案及临床协议约束推理；患者可自行使用，机构参与并非必要；当前iPhone而Android在计划。",
      "limitation": "对通用聊天机器人的比较是厂商定位，不是独立横测；病患经济负担/系统省费不作平台收入，个人和机构软件费与医疗服务需分列。"
    },
    {
      "id": "TC26HW1-GREENAIRY-1",
      "companyId": null,
      "title": "Greenairy原域访问边界",
      "url": "https://www.greenairy.sg/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "当前原域标题为植物净化智能塔，但网页工具没有可读正文。",
      "limitation": "外壳不当关闭/零收入，当前产品价格和AI控制未从官网全文核实；设备/租赁/植物维护与净软件费分开。"
    },
    {
      "id": "TC26HW1-GREENAIRY-2",
      "companyId": null,
      "title": "Greenairy原始公司年",
      "url": "https://sg.linkedin.com/company/greenairy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司自报2022、Singapore及2—10范围，TanviThombre，空气净化和学校种植教育。",
      "limitation": "自报非独立登记；净化倍数/参与学生/LOI为厂商或项目自述，不当独立性能/付费或软件ARR。"
    },
    {
      "id": "TC26HW1-GREENAIRY-3",
      "companyId": null,
      "title": "Greenairy区域创业名录主体日期",
      "url": "https://startup-asean.org/startup-detail?Id=3a1cabbc-e9ed-d604-f444-eafd6e0ff9a6",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "StartupASEAN列GREENAIRYPTE.LTD.、原域和新加坡地址，FoundedDate2024-04-11。",
      "limitation": "项目名录不是新加坡注册原件，与公司2022项目起点并存，均范围前；不选第三方2020作为精确年，不把环境成本当自身收入。"
    },
    {
      "id": "TC26HW2-IMAGINE-1",
      "companyId": null,
      "title": "ImagineDevices原始产品状态",
      "url": "https://imaginedevices.us/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "TrinityTube集成喂养与呼吸/生命体征监测；官网明确研发中、无FDAclearance或approval，不能商业分销。",
      "limitation": "医学器械创新不自动AI核心；患者年总量非用户或收入，60余奖项/资助非营收，不能按未来生产目标推ARR。"
    },
    {
      "id": "TC26HW2-IMAGINE-2",
      "companyId": null,
      "title": "ImagineDevices原始公司年",
      "url": "https://www.linkedin.com/company/imagine-devices",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司自报2025、Austin及2—10范围，AlanGroves/ImanSalafian团队。",
      "limitation": "自述非独立注册，完成融资/生产准备不证明已获批或已销售；设备耗材及软件净费分别核。"
    },
    {
      "id": "TC26HW2-LIFESCAPES-1",
      "companyId": null,
      "title": "Lifescapes原始贸易机构产品",
      "url": "https://tokyo-smes.com/en/productservice/lifescapes-medical-bci-neurorehabilitation-device-for-hand-paralysis-after-stroke-or-spinal-cord-injury/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "TokyoSME原始产品档案链接lifescapes.jp，脑电意图识别触发机器人矫形器及电刺激；称日本ClassII。",
      "limitation": "展商材料非独立监管/临床核验；所引研究改善比例不当本轮独立复现，未运行康复/脑电实验；设备、训练人工与软件净费拆分。"
    },
    {
      "id": "TC26HW2-LIFESCAPES-2",
      "companyId": null,
      "title": "Lifescapes原始官网成立缓存",
      "url": "https://lifescapes.jp/renewal2022/about/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "原始官网索引列株式会社LIFESCAPES、设立2018-05-30及BMI康复器械开发制造销售；官网融资稿另自报2018。",
      "limitation": "原始索引与部分新路径不可达分列，非实时注册摘录；股本/融资不是收入或ARR。"
    },
    {
      "id": "TC26HW2-LUMENUS-1",
      "companyId": "TC-LUMENUS",
      "title": "LumenUs原始产品与等候状态",
      "url": "https://lumenus.life/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "丧亲行政路径、福利线索、专业服务目录和自助支持，首页保留waitlist/机构演示入口。",
      "limitation": "170亿美元为NAIC自2016匹配给家庭的保险/年金权益，不是平台收入；570小时为外部行政负担，示例任务非已付费用户。"
    },
    {
      "id": "TC26HW2-LUMENUS-2",
      "companyId": "TC-LUMENUS",
      "title": "LumenUs原始公司年",
      "url": "https://www.linkedin.com/company/lumenuslife",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司自报2026、SanFrancisco及2—10范围，丧亲支持及机构渠道。",
      "limitation": "公司自报非独立注册；不混可穿戴灯光Lumenus或其他同名公司，团队范围不取中点。"
    },
    {
      "id": "TC26HW2-LUMENUS-3",
      "companyId": "TC-LUMENUS",
      "title": "LumenUs原始AI功能声明",
      "url": "https://lumenus.life/ai-disclosure",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "2026-10声明无聊天/陪伴，用AnthropicClaude读取用户上传文档和筛查送往家庭的来信，文档须本人确认。",
      "limitation": "隐私/模型数据保留承诺是厂商声明未独立审计；两有限功能不推全自动治疗/法律建议或亡者模拟，未上传个人资料。"
    },
    {
      "id": "TC26HW2-LUMENUS-4",
      "companyId": "TC-LUMENUS",
      "title": "LumenUs原始合同与预发布边界",
      "url": "https://lumenus.life/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "2026-10条款运营者LumenUsPlatformInc、Delaware/California；多处if-and-when平台/账户/文档库及可选人工服务，早期用户为prelaunch。",
      "limitation": "功能说明不等全量已上线，按服务层/未来计费条款不证明已有订阅；独立治疗师/律师服务收入不等平台净费，实际合同/价格未核。"
    },
    {
      "id": "TC26HW2-LUMENUS-5",
      "companyId": "TC-LUMENUS",
      "title": "LumenUs旧版隐私阶段描述",
      "url": "https://lumenus.life/privacy",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "2026-08隐私页称当时仅网站、资料库/路径工具/表单，无账户、App、支付或订阅。",
      "limitation": "旧政策与10月两AI功能及条款条件式上线并存，保留日期差异不硬推现无收入/欺诈；须后续核实际开放范围、订阅和政策同步。"
    },
    {
      "id": "TC26HW2-MIND-1",
      "companyId": null,
      "title": "MindMuscle原域访问及同域公司",
      "url": "https://www.linkedin.com/company/mindmuscle-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "当前官网连续超时；原始公司页称原PigPug、无线EEG及自适应游戏化神经反馈，JuanRicardoDiaz对应。",
      "limitation": "当前Founded缺、单人自雇档案不代表全公司精确团队；不混同名健身教练，超时不当停业/零收入。"
    },
    {
      "id": "TC26HW2-MIND-2",
      "companyId": null,
      "title": "MindMuscle旧官网改名反链",
      "url": "https://pigpug.co/mindmuscle/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "PigPug官网明确现为MindMuscle，同一儿童ADHD/自我调节方向，并直接链接当前mindmuscle.health。",
      "limitation": "改名反链证明业务沿革不等法律主体完全一致；治疗/教练工时、EEG硬件/订金和软件费分列，不将新品牌重置成立。"
    },
    {
      "id": "TC26HW2-MIND-3",
      "companyId": null,
      "title": "PigPug原始范围前内容与产品",
      "url": "https://pigpug.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "原官网展示EEG、AI训练游戏和专业人员远程监督，并列2022活动；站内post档案有2020—2023内容。",
      "limitation": "厂商疗效宣传/通用神经反馈文献不当本产品独立临床验证；研究年和文章日不作精确法人年，预购非已交付软件ARR。"
    },
    {
      "id": "TC26HW2-MIND-4",
      "companyId": null,
      "title": "PigPug原始旧内容时间线",
      "url": "https://pigpug.co/category/post/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "原始站内文章时间线包含2020-11-30FAQ、2021神经反馈及2022/2023内容，与改名反链共同构成范围前运营线索。",
      "limitation": "历史内容可能迁移，不能单凭日期确认精确注册；保留业务沿革与新法人缺项，不继承旧收入。"
    },
    {
      "id": "TC26HW3-MUTANEX-1",
      "companyId": null,
      "title": "Mutanex原始当前分析平台",
      "url": "https://mutanex.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "精准医学/长寿分析、个人历史结果与数字孪生；合作登录等待首批实验室，首页为早期招募。",
      "limitation": "样例患者和实验室界面不是实际使用/付费；医疗建议及速度准确性为厂商主张，未运行临床推理或上传报告。"
    },
    {
      "id": "TC26HW3-MUTANEX-2",
      "companyId": null,
      "title": "Mutanex原始公司成立年",
      "url": "https://www.linkedin.com/company/mutanex",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司自报2024、Ahmedabad及2—10范围，SaifulKhan/IshaGoswami等，精准医学/数字孪生。",
      "limitation": "公司自报非独立登记；80万卢比政府资助不是收入，竞赛/研究/前事业不继承为新产品ARR。"
    },
    {
      "id": "TC26HW3-MUTANEX-3",
      "companyId": null,
      "title": "Mutanex原始收费与预发布机制",
      "url": "https://mutanex.com/partner",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "合作方零许可/零接入/月订阅/席位费，患者选分析时附加分析费转给Mutanex，实验室保留全部检测价；15天100历史报告免费试点，门户仍inbuild。",
      "limitation": "未披露分析费金额/实际合同；按次收费不自动经常订阅，检测总额及实验室增加收入不是平台净收入；ISO/HIPAA声明未独立核验，未来LIS连接非现成。"
    },
    {
      "id": "TC26HW3-NERVOTEC-1",
      "companyId": null,
      "title": "NervoScan原始访问及主体对应",
      "url": "https://nervotec.com/terms-of-use-agreement",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "原名单nervoscan.com仅JS提示，NervotecPteLtd原始条款明确运营Nervoscan应用及nervotec网站。",
      "limitation": "别名对应不证明独立公司或新成立；未登录/摄像采样，旧宣传的医疗级及隐私承诺不当监管许可或已审计。"
    },
    {
      "id": "TC26HW3-NERVOTEC-2",
      "companyId": null,
      "title": "Nervotec原始机构成立年",
      "url": "https://www.imda.gov.sg/resources/innovative-tech-companies-directory/nervotec",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "IMDA名录明确2020-06成立、Singapore及JonathanLau同域对应；30秒视频指标软件及客户定制数码产品。",
      "limitation": "机构创新名录非实时注册摘录/医学审批，客户协作与净软件许可/定制人工分开，历史速度不强作现指标。"
    },
    {
      "id": "TC26HW3-NERVOTEC-3",
      "companyId": null,
      "title": "Nervotec当前健康定位与研究限制",
      "url": "https://nervotec.com/learn/evidence",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "2026-07原始说明称相机生命体征为wellness估计，不是医疗器械/诊断；引用2025JMIR血压方法及其他SGH/NUHS研究。",
      "limitation": "本轮未读论文原文，约2bpm/2%一致性仅官网研究描述、受光照运动影响，不升独立产品测试；不把旧官网medicalgrade当已获医疗认证。"
    },
    {
      "id": "TC26HW3-OCEAN-1",
      "companyId": null,
      "title": "OceanFriends原始诊所平台",
      "url": "https://oceanfriends.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "排程、文书、接诊、账单及远程治疗管理，邀请制；首页列54秒文书、9天回款、98.1%索赔支付及取消空位回填。",
      "limitation": "均厂商/客户效果描述非独立临床/财务审计，索赔到账是诊所收入不是软件公司ARR；口碑/评论数非付费数，价格/合同未核。"
    },
    {
      "id": "TC26HW3-OCEAN-2",
      "companyId": null,
      "title": "OceanFriends原始公司年",
      "url": "https://www.linkedin.com/company/oceanfriends",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司自报2022、Dallas及11—50范围，AnimeshKumar/ManishShukla等，AI及数据分析儿科治疗平台。",
      "limitation": "自报非独立登记，关联员工不是精确人数；不混水族/海洋保护同名组织，旧公司新产品不重置成立。"
    },
    {
      "id": "TC26HW3-OCEAN-3",
      "companyId": null,
      "title": "OceanFriends创始团队旧业务及客户回款",
      "url": "https://www.linkedin.com/posts/kumarvikashux_ocean-friends-revolutionizes-pediatric-therapy-activity-7206499776442302466-6auY",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "原始团队2024活动帖介绍Florida的AIEMR客户，称诊所恢复4万/1万美元漏收索赔。",
      "limitation": "客户恢复回款不是OceanFriends收入；客户证言/媒体稿转载非独立账目，周年故事项目起点与公司Founded不同需分别保留。"
    },
    {
      "id": "TC26HW3-OMICX-1",
      "companyId": null,
      "title": "OmicXHealth原始开发与验证阶段",
      "url": "https://www.omicxhealth.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "OmicXScreen为血检的机器学习/基因组平台，2025临床前完成/盲验证中，2026多癌种PoC及NIH资助验证自述；底部仍保留2024年底模型目标。",
      "limitation": "旧路线图和新里程碑分列；约90%准确率及6癌种PoC不作已获批临床诊断、独立前瞻验证或市场收入，未读原论文。"
    },
    {
      "id": "TC26HW3-OMICX-2",
      "companyId": null,
      "title": "OmicXHealth原始公司年及早期样本",
      "url": "https://www.linkedin.com/company/omicxhealth",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司自报2024、SanRamon及2—10范围，MythiliSubharam/SreeRamanan等；自述12份生物样本不同模型正确10或11份。",
      "limitation": "12份早期样本非全人群准确率/独立验证，未来CLIALDT计划非已完成许可；SBIR资助、论文或会议展示不是检测销售/软件ARR。"
    },
    {
      "id": "TC26HW4-PREDICTHEON-1",
      "companyId": null,
      "title": "Predictheon原始当前监测交付",
      "url": "https://www.predictheon.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "数学模型算法嵌入临床监护、输液泵与EHR，麻醉/镇静及PDA预测监测。",
      "limitation": "提前3—5分钟及安全/节约为厂商描述，非独立临床或监管验证；设备/整合和软件许可净费分开，报价/合同金额缺。"
    },
    {
      "id": "TC26HW4-PREDICTHEON-2",
      "companyId": null,
      "title": "Predictheon原始公司年与研究起点",
      "url": "https://www.linkedin.com/company/predictheon",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司自报研究团队2015启动、2019公司化，Barcelona及2—10范围；经典建模与AI方法。",
      "limitation": "研究开始不当成立年，公司自报非独立登记；融资180万欧元不是ARR，15关联账户不当全职精确人数。"
    },
    {
      "id": "TC26HW4-PROVISION-1",
      "companyId": null,
      "title": "Provision原始手术导航阶段",
      "url": "https://www.provisionsurgical.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "PAIRGuide无骨固定标记AR导航及SurgeonPortal；官网明确研发中、无FDAclearance/approval，不可在美国销售，另有教育Academy。",
      "limitation": "0.75mm/0.71度误差及医院年省292500美元/耗材省150000美元为厂商描述，不作自身收入或独立临床结果；FDAreviewedtestplan非许可。"
    },
    {
      "id": "TC26HW4-PROVISION-2",
      "companyId": null,
      "title": "Provision原始公司年及AI作用",
      "url": "https://www.linkedin.com/company/provision-surgical",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司自报2024、Nashville及2—10范围，AbdullahBahour等；ML分析医学影像以支持规划/AR。",
      "limitation": "自报非独立登记/技术测试；50000美元AWS资源奖不是销售收入；2031收入机会3200万美元是投资机构转述预测非当前ARR，器械/集成/教育软件与术中许可分列。"
    },
    {
      "id": "TC26HW4-SAMA-1",
      "companyId": null,
      "title": "Sama原始SimpleIVF报价与服务",
      "url": "https://simple.sama.life/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "Sama×CNY居家监测/医生护士指导，IVF原$6000加药物；取卵/移植需至CNY，App提供AI优化方案指引，列可选NoBabyNoPayment融资计划。",
      "limitation": "疗程报价/担保不当实际销售或软件订阅ARR；首页零clinictrips是监测步骤，不能扩成全疗程无需到诊所；CNY30000出生非Sama用户/收入。"
    },
    {
      "id": "TC26HW4-SAMA-2",
      "companyId": null,
      "title": "Sama原始公司年与域名对应",
      "url": "https://www.linkedin.com/company/sama-fertility",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "公司自报2021、NewYork及11—50范围，SarthakSawarkar/MeirOlcha等；简介明确sama.life与居家生育服务。",
      "limitation": "公司自报非独立登记；samafertility.com和sama.life交叉说明保留，7关联账户非精确员工，不混Sama标注/AI服务公司。"
    },
    {
      "id": "TC26HW4-SOUND-1",
      "companyId": null,
      "title": "SoundAiSleep原始网页与主体缺项",
      "url": "https://www.soundaisleep.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "首页/About可读仅导航页脚，列L&CPartnersLTD及©2023。",
      "limitation": "页脚版权不是独立成立依据，产品/报价未从站内正文取得；声音授权、故事IP/制作与软件订阅需分别核。"
    },
    {
      "id": "TC26HW4-SOUND-2",
      "companyId": null,
      "title": "SoundAiSleep原始公司年及当前内容机制",
      "url": "https://www.linkedin.com/company/soundaisleep",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司自报2023及2—10范围，CocoShellim；父母录音后声音AI朗读，创始人明确故事由人写不使用AI生成；牙科合作早期。",
      "limitation": "公司自报非独立登记，20余国可用/IP覆盖1.55亿家庭非付费数；免费转付费50%和30天留存58%是厂商比例、分母/样本缺，不推收入；募集375000英镑不是ARR。"
    },
    {
      "id": "TC26HW4-TIMETELLER-1",
      "companyId": null,
      "title": "TimeTeller原始当前测试与研究",
      "url": "https://www.timeteller-health.com/en/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "唾液取样、分子/计算分析与个人昼夜节律报告；优化医疗时机仍在临床研究验证，首页提供测试订购。",
      "limitation": "生活方式与癌症治疗研究适应范围分列；IVD/CE及改善疗效为厂商描述未独立监管/临床核实，检测费不是软件ARR。"
    },
    {
      "id": "TC26HW4-TIMETELLER-2",
      "companyId": null,
      "title": "TimeTeller原始大学成立公告",
      "url": "https://www.bihealth.org/de/aktuell/timetellerr-gmbh-kiso-health-und-uniwearables-erhalten-gruendungspreis",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "ChariteBIH2023-12-04公告明确2023-03由AngelaRelogio/BenjaminDose及Ascenion成立，32000欧元创业奖。",
      "limitation": "大学技术转移原始资料非实时注册摘录；研究/奖励资金非销售收入，原始公司同期叙述一致，不混Augsburg同名摄影公司。"
    },
    {
      "id": "TC26HW4-TIMETELLER-3",
      "companyId": null,
      "title": "TimeTeller原始订购范围及路径缺项",
      "url": "https://www.timeteller-health.com/en/order-test-kit",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "原首页相对链接解析为en/en路径404；正确en/order-test-kit可读，分TK保险特定患者和自费/机构入口。",
      "limitation": "没有可核公开金额或订阅期限，不将测试/保险合作年化；纠正路径不当已下单，部分适应症和参保条件不扩为人人保险覆盖。"
    },
    {
      "id": "TC26HW5-UHURA-1",
      "companyId": null,
      "title": "Uhura原始产品阶段",
      "url": "https://www.uhura.pl/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "官网列2024可售增音器、2025电子喉、2026末个性化产品在测试；UhuraBionicsSp.z.o.o.及1000测试用户。",
      "limitation": "测试用户不等付费用户；20亿美元是行业旧设备支出主张非公司收入；ElevenLabs赠送3300万credits非收入，设备销量不全算软件ARR。"
    },
    {
      "id": "TC26HW5-UHURA-2",
      "companyId": null,
      "title": "Uhura原始公司年及销售边界",
      "url": "https://www.linkedin.com/company/uhura-bionics/?viewAsMember=true",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "公司自报2022、Warszawa及11—50范围；自述硬件销售、400余付费客户/1000余测试者及AI改进路线图。",
      "limitation": "自报非独立注册或审计；1000units/测试人数/客户不同口径不互换，连续月增10%以上无基数不反推ARR，AI功能须逐产品核。"
    },
    {
      "id": "TC26HW5-VALENE-1",
      "companyId": "TC-VALENE",
      "title": "Valene原始临床工作流平台",
      "url": "https://valenehealth.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "临床文书/HCC、预授权、接诊、依从性和RCM语音/文字Agent及EHR接入；兼及心理健康机构。",
      "limitation": "等待时间/运营成本/收入机会改善为厂商主张非独立测试或自家公司收入，未披露当前价格、合同额/经常性。"
    },
    {
      "id": "TC26HW5-VALENE-2",
      "companyId": "TC-VALENE",
      "title": "Valene原始公司年与规模",
      "url": "https://www.linkedin.com/company/valene-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "公司自报2025、NewYork及11—50范围，PanagiotisKakatsos/ItaloPerez等，临床Agent工作流。",
      "limitation": "公司自报非独立注册，Techstars名录1—10与公司11—50范围并存不取中点；HIPAA/SOC2审计声明无原始报告未独立验证。"
    },
    {
      "id": "TC26HW5-VALENE-3",
      "companyId": "TC-VALENE",
      "title": "Valene原始加速机构成立字段",
      "url": "https://jobs.techstars.com/companies/valene-health",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "Techstars原始名录链接valenehealth.com并列foundedin2025、PreSeed及1—10范围。",
      "limitation": "投资机构名录非实时注册摘录；不将参赛/融资当收入，第三方聚合2024未经原始登记补证，不据其重置当前2025自报。"
    },
    {
      "id": "TC26HW5-VALENE-4",
      "companyId": "TC-VALENE",
      "title": "Valene原始平台与诊疗主体条款",
      "url": "https://valenehealth.com/terms-conditions/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "条款列VALENEHEALTHINC非医疗提供者，为SolasHealthPC提供技术/行政支持，诊疗关系由持牌Provider建立。",
      "limitation": "条款旧心理照护/招聘措辞与现临床Agent定位分列，法律实体沿革未独立核实；医生/关联诊疗费用不是自动归软件净费，不采错误热线等无关页文。"
    },
    {
      "id": "TC26HW5-VIRTUOSIS-1",
      "companyId": null,
      "title": "Virtuosis原始产品与计费方式",
      "url": "https://www.virtuosis.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "声学特征而非语义分析，Teams/Web/API交付，按量月/年计划可直接或经Microsoft伙伴计费，试用credits。",
      "limitation": "无报价/实收合同不推ARR；Logo/证言不当已付费数/独立诊断验证，30秒输出不等医疗准确率，未录音或调用API。"
    },
    {
      "id": "TC26HW5-VIRTUOSIS-2",
      "companyId": null,
      "title": "Virtuosis原始公司年",
      "url": "https://www.linkedin.com/company/virtuosis-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司自报2022、Lausanne及11—50范围，EPFLspin-off、LaraGervaise等，健康/沟通声学生物标记。",
      "limitation": "自报非独立登记，7关联账户不当员工数；Microsoft年度奖不作技术/财务审计或医疗许可。"
    },
    {
      "id": "TC26HW5-VIRTUOSIS-3",
      "companyId": null,
      "title": "Virtuosis原始大学2022项目",
      "url": "https://www.epfl.ch/innovation/startup/programs/blaze/2022-iii/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "EPFL2022Trailblazers列Virtuosis视频会议声学ML、LaraGervaise/EdoardoGiudice及SaaS定位。",
      "limitation": "机构旧项目可证明范围前活动，非当前所有疾病检测已验证；应用研究/试点不当商业合同额。"
    },
    {
      "id": "TC26HW5-VOYTHOS-1",
      "companyId": null,
      "title": "Voythos原始主动脉AI阶段",
      "url": "https://www.voythos.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "AortaNavigator监测/筛查与Pythia多模态模型分列，Pythia明确INDEV、pursuingFDAclearance；自述50万纵向记录。",
      "limitation": "追求许可不是获批；模型数据量非付费用户，大学医院支持不当独立产品有效性/收入，未运行临床推演。"
    },
    {
      "id": "TC26HW5-VOYTHOS-2",
      "companyId": null,
      "title": "Voythos原始大学旧项目",
      "url": "https://www.linkedin.com/posts/rice-alliance-for-technology-and-entrepreneurship_founderspotlightseries-startup-bayoustartupsummer-activity-7075174574346145792-1Xt3",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "RiceAlliance原始2023活动列JoeMakoid为Voythos共同创始人、Class11OwlSpark，医师EMR陪伴/工作流及LifeXPitch20000美元奖。",
      "limitation": "原始项目非精确法律注册，但范围前同团队同事业；奖项非销售，新主动脉模型不重置公司年。"
    },
    {
      "id": "TC26HW5-VOYTHOS-3",
      "companyId": null,
      "title": "Voythos原始加速机构创始人访谈",
      "url": "https://www.techstars.com/blog/startup-spotlight/transforming-cardiovascular-care-with-joe-makoid-voythos",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "2026-02-25创始人访谈称购160万患者数据、训练某些结果95%以上准确率，2026目标5—10机构部署，并在即时收入/临床验证路线间推进。",
      "limitation": "创始人训练自述非独立验证，机构目标不是已部署/付费；购买数据是成本非收入，早期模型与当前产品/数据口径不同不硬加总。"
    },
    {
      "id": "TC26HW5-WOAFY-1",
      "companyId": null,
      "title": "Woafy原始网站与别名对应",
      "url": "https://woafy.pet/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "原www工具不可用，根域可读且直接链接WoafMeow旧品牌站；智能犬床无接触心率/呼吸/体重等感知和App报告。",
      "limitation": "3500家长宣传/招募非付费数，宠物健康/疼痛检测为厂商描述未独立兽医验证；床/配件/社区服务与软件净费分开。"
    },
    {
      "id": "TC26HW5-WOAFY-2",
      "companyId": null,
      "title": "Woafy原始公司年与研发状态",
      "url": "https://www.linkedin.com/company/woafypet",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司自报2024、LosAngeles及11—50范围，明确formerlyWoafmeow；早期产品验证/订阅警报，筹备Kickstarter。",
      "limitation": "自报非独立登记；18000睡眠夜/89%beta自报/候补不作实际销售，免费AI订阅赠品不推未来经常收入；第三方1—10M估算未采。"
    },
    {
      "id": "TC26HW5-WOAFY-3",
      "companyId": null,
      "title": "Woafmeow原始开发者身份",
      "url": "https://play.google.com/store/apps/details?hl=en&id=com.woafmeow.app",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "GooglePlay开发者提交页列WoafMeowInc、Walnut及woafmeow支持域，2025-09更新的宠物AI健康App。",
      "limitation": "App更新不是成立，开发者隐私/兽医批准说法非平台独立认证；旧App与新床具体法律沿革及合同待核，未下载/收集宠物或个人资料。"
    },
    {
      "id": "TC26EMPTY-NUNATAK-1",
      "companyId": null,
      "title": "Nunatak原空锚官网及农业交付",
      "url": "https://www.nunatakbio.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "原www链接跳同域en-us，NunatakBiotech/Argentina，YamanaCold为PseudomonasfluorescensNB1微生物种子处理剂，另有生物信息学设计菌群。",
      "limitation": "当前可读官网未给精确成立；种子处理剂/微生物产品不是软件订阅，农业土壤损失不是公司收入；效果/田间适应性为厂商描述未独立验证。"
    },
    {
      "id": "TC26EMPTY-NUNATAK-2",
      "companyId": null,
      "title": "Nunatak原始政府创业名录成立与身份",
      "url": "https://cancilleria.gob.ar/es/nuevas-tecnologias/next-from-argentina/nunatak-biotech",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "阿根廷外交部NextfromArgentina档案列同原www域、JuliaMensa、SAU、2023成立、CABA、B2B及验证阶段，技术含生物信息/AI。",
      "limitation": "创业推广资料可能企业提交，非独立注册摘录或技术审计；10人是资料快照不当当前精确团队，AI标签不证明现成AI软件服务。"
    },
    {
      "id": "TC26EMPTY-NUNATAK-3",
      "companyId": null,
      "title": "Nunatak原始公司团队与首销",
      "url": "https://www.linkedin.com/company/nunatak-bio",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "官方/公司自述：2026健康组原始资料复核",
      "summary": "同域公司2—10范围及JuliaMensa团队；原始更新称首个Yamana产品发布及首笔销售，当前Founded字段缺。",
      "limitation": "首销无金额/经常合同，不年化ARR；股权/资助/加速器/首销与软件净费分开，团队范围与政府档案10人不强行取值。"
    },
    {
      "id": "TCAL25-SAVE-TCPROFILE",
      "companyId": null,
      "title": "Perfingo原始赛事身份反链",
      "url": "https://techcrunch.com/startup-battlefield/company/perfingo/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始赛事档案/公司法律及产品反链核查",
      "summary": "参赛档案列Perfingo、SakuraSeet/DarrenLee与savefirst.app。",
      "limitation": "赛事提交资料只确认历史名单身份，不证明当前SaveFirst运营者与Perfingo同一主体、域名转手日期或现产品财务；不采页面营销/金融承诺。"
    },
    {
      "id": "TCAL25-PERFINGO-ENTITY",
      "companyId": null,
      "title": "Perfingo当前原始法律主体和原App迁移",
      "url": "https://www.perfingo.com/privacy/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始赛事档案/公司法律及产品反链核查",
      "summary": "当前原始隐私列PerfingoPteLtd、UEN202232781W、DarrenLee；顶部明确旧App移至classic.perfingo.com，当前AI报表/聊天及流水导入分列。",
      "limitation": "政策非独立注册摘录，未登录/上传金融资料；classic迁移不证明savefirst.app曾由谁持有或何时转手，2022年自报保留，不新增2025公司。"
    },
    {
      "id": "TCAL25-SAVE-TEAK",
      "companyId": null,
      "title": "SaveFirst当前工作室原始产品反链",
      "url": "https://www.teaksoftware.studio/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始赛事档案/公司法律及产品反链核查",
      "summary": "TeakSoftwareStudio官网将SaveFirst列自家待上线iOS产品，直接链savefirst.app；团队MurshedAlAmin/AmitAditaya/IfazAlam。",
      "limitation": "工作室两年业务/十万触达非SaveFirst成立/付费数；官网AI标签与SaveFirst政策确定性解析/后备未启用分列，不将工作室接案收入或旧PerfingoS$报价继承新产品。"
    },
    {
      "id": "ARRCHECK1-GOJI-HELP",
      "companyId": "AI016",
      "title": "Gojiberry原始套餐扩展机制",
      "url": "https://help.gojiberry.ai/en/articles/12960396-gojiberry-pricing-explained",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司定价/条款/经营披露复核",
      "summary": "标准含2Agent/2LinkedIn席位及200月credits；追加Agent原$59/月、线索源29/月、组织成员99/月及额外credit包25起。",
      "limitation": "原$未核币种；组织成员为独立workspace/账户不等普通seat，标价非已实现收入，附加用量和基础订阅净额需分列。"
    },
    {
      "id": "ARRCHECK1-GOJI-TERMS",
      "companyId": "AI016",
      "title": "Gojiberry原始法律主体及续费条款",
      "url": "https://blog.gojiberry.ai/generalterms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司定价/条款/经营披露复核",
      "summary": "SUPERFRUITSSAS、RCSParis988586111，订阅循环扣费及当期末取消。",
      "limitation": "主体/号码自述非独立注册核验；一般条款支持订阅形式但不验证每笔ARR合同、退款实收或日历截止日。"
    },
    {
      "id": "ARRCHECK1-FLOOT-PRICE",
      "companyId": "AI040",
      "title": "Floot当前原始套餐及额度",
      "url": "https://floot.com/en/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司定价/条款/经营披露复核",
      "summary": "Free/Pro25/Power100月包，付费含不同buildingactions、5000/15000AIcredits及10/25托管月额度；AIcredits用于App内AI或可选FlootAgent。",
      "limitation": "当前套餐不覆盖旧ARR时点定价，额度不是实际消耗收入；不要按月价反推客户数，既有自备模型订阅与可选平台AI分别核。"
    },
    {
      "id": "ARRCHECK1-FLOOT-SUB",
      "companyId": "AI040",
      "title": "Floot原始订阅币种和年付",
      "url": "https://floot.com/docs/faqs/managing-your-subscription",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司定价/条款/经营披露复核",
      "summary": "当前定价文档明确USdollars，年付Pro250/Power1000；扣税/升级/降级/欠费流程，AI/托管充值另开票。",
      "limitation": "当前报价USD不自动证明历史创始人$1MARR币种；年预付不是新增ARR重复项，充值余额/税费/实际退款与净经常费需拆分。"
    },
    {
      "id": "ARRCHECK1-FLOOT-TERMS",
      "companyId": "AI040",
      "title": "Floot原始软件净费与支付流水",
      "url": "https://floot.com/terms?redirected_from_combini=true",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司定价/条款/经营披露复核",
      "summary": "FlootInc条款当前Payments平台费Pro1%/Power0%，另有Stripe处理费；客户连接自有账户收款，运输标签由Shippo收费；月credits不滚存。",
      "limitation": "客户App交易总额/运输费不是Floot收入，平台抽成是否纳ARR待合同；托管预充值/信用额度非现金收入即确认，未调用支付或下单。"
    },
    {
      "id": "ARRCHECK1-FLOOT-ARR",
      "companyId": "AI040",
      "title": "Floot创始人旧ARR币种和日期复核",
      "url": "https://www.linkedin.com/posts/yjyao_floot-just-hit-1m-arr-a-year-ago-floot-activity-7424496952190521344-CHBU",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司定价/条款/经营披露复核",
      "summary": "原始作者说$1MARR、上线六个多月，当前页面仍只显示相对8mo。",
      "limitation": "原$未明USD，日历发布/财务截止日未核；不由URL数字推日期，不把新套餐反推旧ARR或客户数，读者质疑不是独立财务证据。"
    },
    {
      "id": "ARRCHECK1-NEXOR-HOME",
      "companyId": "AI043",
      "title": "Nexor当前原始交付与客户口径",
      "url": "https://www.getnexor.ai/en",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司定价/条款/经营披露复核",
      "summary": "多渠道收入Agentharness/CRM集成、按目标跟进，官网200余公司/19国；Speedrun另列270客户和五个月2.5M原$ARR。",
      "limitation": "官网和机构客户数无同日/付费定义，差异不自动作虚报；前创始人房产交易总额/旧事业融资非Nexor营收，当前无可核单位价格。"
    },
    {
      "id": "ARRCHECK1-ELOQ-YC",
      "companyId": "AI015",
      "title": "Eloquent原始YC财务措辞复核",
      "url": "https://www.ycombinator.com/companies/eloquent-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司定价/条款/经营披露复核",
      "summary": "YC直达无正文，原始搜索缓存仍列四周$500KARR、2025成立和5人，以及金融操作Agent；旧Streetbees履历独立。",
      "limitation": "原$未明确币种代码，四周不是日历财务截至日；8000万旧融资/200人旧团队不继承本公司。原始结果/用量定价文章不证明每份合同最低经常承诺。"
    },
    {
      "id": "ARRCHECK2-BASE-DEFINITION",
      "companyId": "AI056",
      "title": "Wix原始监管附件ARR定义及成本边界",
      "url": "https://www.sec.gov/Archives/edgar/data/1576789/000162828026052108/secondquarter2026results.htm",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司定价/条款/监管披露复核",
      "summary": "2026-08-04附件定义CreativeSubscriptions含Base44，按期末有效订阅月收入构成MRR再乘12；Base44年初非GAAP毛利近零，下半年约60%为管理层预期。",
      "limitation": "集团定义不是Base44独立合同底表或已审计指标；Wix总ARR19.63亿/总收入不搬为Base44收入，非GAAP/前瞻与实际GAAP分开，未取得独立Base44收入成本拆分。"
    },
    {
      "id": "ARRCHECK2-BASE-PRICE",
      "companyId": "AI056",
      "title": "Base44当前原始年付套餐与双额度",
      "url": "https://base44.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司定价/条款/监管披露复核",
      "summary": "当前默认年付等效月价Starter原$16/Builder40/Pro80/Elite160，按月消息与integration两类credits，免费25月消息；企业询价。",
      "limitation": "年付等效月价不当可随时月付报价，原$币种代码仍需合同确认；额度非已消耗收入，当前套餐不倒推旧ARR用户数或实际折扣/退款。"
    },
    {
      "id": "ARRCHECK2-BASE-TERMS",
      "companyId": "AI056",
      "title": "Base44原始credit计量与失败消耗",
      "url": "https://app.base44.com/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司定价/条款/监管披露复核",
      "summary": "原始条款允许按请求复杂度/模型/路由变化扣credit，默认月末过期不滚存；错误/幻觉/失败也可消耗且不自动返还，超额可能限制/升级或收费。",
      "limitation": "credit不是货币/存款，销售余额不等已确认软件收入；客户满意度、留存、耗用成本及实际合同仍须核，不用一般条款确认每份ARR。"
    },
    {
      "id": "ARRCHECK2-PEEC-PRICE",
      "companyId": "AI055",
      "title": "Peec当前原始追踪和Agent额度",
      "url": "https://peec.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司定价/条款/监管披露复核",
      "summary": "品牌月度比较表原$95/245/495，50/150/350prompts及3模型、不限用户，1/2/5projects和500/750/1000Agentcredits；Enterprise自定义年约。",
      "limitation": "当前表保留原$未补USD；旧对比文章欧元报价与现价不同不混同期，提示词采样/模型数量不是客户数；SOC2展示未读原报告不作独立审计。"
    },
    {
      "id": "ARRCHECK2-PEEC-API",
      "companyId": "AI055",
      "title": "Peec原始API可用层级",
      "url": "https://help.peec.ai/article/how-much-does-the-api-cost-y3u6zh4lby7h9sksvyyzn2mi",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司定价/条款/监管披露复核",
      "summary": "帮助页称Starter无API，品牌Pro/Advanced月年及机构套餐可用API，Enterprise可月订阅。",
      "limitation": "帮助页Enterprise月订阅与当前定价主卡年约不一致保留，合同/结账实际期限待核，不据帮助页补API单独收入或真实续费。"
    },
    {
      "id": "ARRCHECK2-PEEC-PRESS",
      "companyId": "AI055",
      "title": "Peec原始五月披露与采用分母复核",
      "url": "https://www.globenewswire.com/news-release/2026/05/28/3303009/0/en/peec-ai-hits-10m-arr-16-months-after-launch-as-brands-race-to-optimize-for-ai-search.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "原始公司定价/条款/监管披露复核",
      "summary": "2026-05-28公司供稿称超过1000万ARR、2500客户及70余人，且列0至500万11个月再至1000万5个月。",
      "limitation": "公司新闻稿不是独立查账；公告时点非10月最新值，客户未明确付费/全价/同一主体不能除ARR推ARPA；发布时间与四舍五入/下界需保留。"
    },
    {
      "id": "CNFOLLOW-HEMU-ECOSYSTEM",
      "companyId": null,
      "title": "合木报道所涉研究院原始共建平台",
      "url": "https://100aicv.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "政府/大学/机构原始资料及访问边界",
      "summary": "工业AI创新生态社区原始about称由东莞新一代AI产业技术研究院与大湾区国家技术创新中心共建，场景拆解、数据/模型/工具链和孵化，留dgai-lab联系域。",
      "limitation": "该页未证明合木法律主体/成立，也未提供其合同与收入；研究院生态不可当新公司自身客户或产品能力，联系域直达不可用不当研究院关闭。"
    },
    {
      "id": "CNFOLLOW-HEMU-BUDGET",
      "companyId": null,
      "title": "研究院财政建设预算与合同目标边界",
      "url": "https://bhwxq.dg.gov.cn/attachment/0/325/325993/4358156.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "政府/大学/机构原始资料及访问边界",
      "summary": "滨海湾新区2025预算原始PDF索引列研究院建设600万元，当年包含上年余款和预拨款，三年2000万支持；技术服务合同不少于1000万为目标。",
      "limitation": "本轮原始PDF搜索索引可读，非完整逐页审阅；属研究院财政预算/绩效目标，不是合木融资、已收收入或ARR，预算目标不当已完成合同。"
    },
    {
      "id": "CNFOLLOW-HEMU-OLDINSTITUTE",
      "companyId": null,
      "title": "政府原始研究院范围前活动",
      "url": "https://bhwxq.dg.gov.cn/gkmlpt/content/4/4302/post_4302904.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "政府/大学/机构原始资料及访问边界",
      "summary": "2024-12-04政府信息公开确认研究院新型研发机构，边端芯片测试、数据服务和数字化转型平台等。",
      "limitation": "旧研究院/其他合资子公司不等新合木法律主体，不能因旧机构存在直接判新公司范围外；技术测试/项目不继承新公司收入。"
    },
    {
      "id": "CNFOLLOW-QUANTUM-INVEST",
      "companyId": null,
      "title": "云启原始部分被投名录访问边界",
      "url": "https://yunqi.vc/invest",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "政府/大学/机构原始资料及访问边界",
      "summary": "云启官网明确仅显示部分被投企业，可读页未见昆腾动力条目；可读首投年份对应投资轮次。",
      "limitation": "部分名录未列不证明没投资/公司不存在，首投年不等成立年；转载云启访谈仅为线索，尚未取得原始公司注册/合同/部署效果，不混存储Quantum及新能源昆腾。"
    },
    {
      "id": "CNFOLLOW-WORLDMIND-ACADEMIC",
      "companyId": null,
      "title": "寰宇报道所涉创始人原始大学履历",
      "url": "https://cs.tongji.edu.cn/info/1065/3487.htm",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "政府/大学/机构原始资料及访问边界",
      "summary": "同济原始教师页列任云帆副教授/博导、港大机器人博士及苏黎世大学博士后，自主无人机/世界模型等研究。",
      "limitation": "该页不列WorldMind法律主体、成立日期、当前模型或公司收入；论文/大学算力/合作及个人任职不作企业技术独立验证，不能据此转为已关联新公司。"
    },
    {
      "id": "YCAIRE1-KARSA-LI",
      "companyId": null,
      "title": "Karsa公司自报年份与原YC冲突",
      "url": "https://www.linkedin.com/company/karsa",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/收购方原始资料与访问边界",
      "summary": "公司LinkedIn自报2024成立、2—10人、纽约，业务为美元/稳定币账户与跨境支付，并反链gokarsa.com。",
      "limitation": "与原YC证据自报2025并列，不能推定注册年或用团队范围中点；本轮YC直达无可读正文，未声称实时复核其年份。金融工具未证明AI主营。"
    },
    {
      "id": "YCAIRE1-KARSA-ROOT",
      "companyId": null,
      "title": "Karsa当前官网仅钱包导出入口",
      "url": "https://gokarsa.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/收购方原始资料与访问边界",
      "summary": "原公司反链官网当前仅显示钱包导出加载文案及联系支持入口。",
      "limitation": "没有操作钱包或提交数据；仅此页面不足证明公司关闭、破产或用户资金状态，旧App介绍与当前实际可用范围有差异待核。"
    },
    {
      "id": "YCAIRE1-KARSA-APP",
      "companyId": null,
      "title": "Karsa开发者商店条目与资金归属",
      "url": "https://apps.apple.com/us/app/karsa-global-dollar-account/id6742884737",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/收购方原始资料与访问边界",
      "summary": "开发者商店条目列Serai, Inc.及美元/稳定币账户、汇款；部分功能说明仍为逐区推出/卡片即将推出，历史版本包括2025更新。",
      "limitation": "商店发行/版本日期不是法人成立；条目可读不证明当前全功能可用。储户余额、跨境交易本金及目标市场人数不是平台收入；与公司法律主体关系未取得登记核验。"
    },
    {
      "id": "YCAIRE1-QFEX-MANAGED",
      "companyId": null,
      "title": "QFEX管理账户策略及收益口径",
      "url": "https://www.qfex.com/managed",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/收购方原始资料与访问边界",
      "summary": "公司管理账户页描述系统化多空永续合约策略、200余特征及每月重拟合；用户独立账户、有限配置和候补入口，最低额面谈。29.6%为生产模型在历史实时行情上的年化收益展示。",
      "limitation": "原页说明非资金池审计回报；模型收益/客户资产/交易额不能作QFEX营收或ARR，也未证明已配置付费客户。量化流程不自动证明AI主营，本轮根域无可读正文。"
    },
    {
      "id": "YCAIRE1-QFEX-TEM",
      "companyId": null,
      "title": "QFEX交易品种AI标签归属",
      "url": "https://www.qfex.com/trade/TEM-USD",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/收购方原始资料与访问边界",
      "summary": "Tempus AI交易品种页将人工智能/医疗技术/基因组学列为标的标签，提供TEM-USD交易介绍。",
      "limitation": "标的公司的AI标签不是交易平台自身AI交付证据；未进行交易，不把杠杆、标的估值或价格当平台营收。"
    },
    {
      "id": "YCAIRE1-PGDOG-HOME",
      "companyId": null,
      "title": "PgDog当前数据库产品与融资边界",
      "url": "https://pgdog.dev/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/收购方原始资料与访问边界",
      "summary": "当前交付为Postgres连接池、读写负载均衡与分片；按SQL解析路由并支持跨分片事务。官网列550万美元种子融资及生产查询吞吐自述。",
      "limitation": "融资不是收入，吞吐/客户评价是厂商描述未经独立实测；SQL解析及AI企业客户不足证明产品AI主营，未下载或执行产品。"
    },
    {
      "id": "YCAIRE1-PGDOG-ENTERPRISE",
      "companyId": null,
      "title": "PgDog企业生产模块与人工支持",
      "url": "https://pgdog.dev/enterprise",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/收购方原始资料与访问边界",
      "summary": "企业页将控制平面与查询监控标为生产可用，另提供架构/迁移/分片工程师支持和SLA；销售面谈，无公开金额。",
      "limitation": "生产标签属厂商自述，软件许可、托管和人工支持的合同分摊及经常性待核，不能从客户数量或SLA倒推出ARR。"
    },
    {
      "id": "YCAIRE1-BETTER-JOIN",
      "companyId": null,
      "title": "Better Auth自述项目沿革及加入Vercel",
      "url": "https://better-auth.com/blog/better-auth-joins-vercel",
      "publishedAt": "2026-07-07",
      "accessedAt": "2026-10-31",
      "kind": "公司/收购方原始资料与访问边界",
      "summary": "创始人公告加入Vercel，回顾2024年发布开源框架及后续公司化、付费Infrastructure和Agent Auth探索；认证框架与Agent身份两条线持续。",
      "limitation": "项目2024不自动改写YC公司自报2025，也不能反向忽略旧项目沿革；公告未给独立收入、收购价或交割法律细节。"
    },
    {
      "id": "YCAIRE1-BETTER-ACQUIRER",
      "companyId": null,
      "title": "Vercel原始收购公告",
      "url": "https://vercel.com/blog/vercel-acquires-better-auth",
      "publishedAt": "2026-07-07",
      "accessedAt": "2026-10-31",
      "kind": "公司/收购方原始资料与访问边界",
      "summary": "收购方公告收购Better Auth，创始人与核心团队加入；开源框架保留MIT许可，Agent身份工作将继续并用于Vercel产品。",
      "limitation": "公告证明收购双方说法，不是交割登记或独立财报；下载与贡献者数量不是付费客户数，Vercel收入不继承给Better Auth。"
    },
    {
      "id": "YCAIRE1-BETTER-PRICE",
      "companyId": null,
      "title": "Better Auth免费框架与托管设施定价",
      "url": "https://better-auth.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/收购方原始资料与访问边界",
      "summary": "框架免费开源；管理设施Pro标原$20/月，含日志/安全事件额度，超额按事件，SSO和目录同步超连接另收费，邮件/SMS按量，企业价面谈。",
      "limitation": "仅公开报价，不确认币种、实际付费数量或ARR；固定订阅、按量通信/事件和人工实施须拆分，不能将免费框架下载年化成营收。"
    },
    {
      "id": "YCAIRE1-BETTER-AGENT",
      "companyId": null,
      "title": "Better Auth Agent Auth开发中协议实现",
      "url": "https://better-auth.com/docs/plugins/agent-auth",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/收购方原始资料与访问边界",
      "summary": "插件提供Agent身份、发现、注册、审批与有范围授权，并有MCP/OpenAPI适配、短期签名JWT及审计钩子；原文明确标准仍密集开发、尚不稳定。",
      "limitation": "有可读产品文档不等独立测试或商业部署；不得把开发中插件当稳定销售能力，也未取得AI专属收入占比。未运行文档安装命令。"
    },
    {
      "id": "YCAIRE2-NODI-COMMERCIAL",
      "companyId": null,
      "title": "NODI商用持有资产与服务边界",
      "url": "https://www.nodienergy.com/commercial",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官网/反链公开库及访问边界",
      "summary": "商用页称NODI持有并管理现场电池，负责部署、软件、监测、维护和设备保险，前期零支出且电网服务收入与客户分享。另称按电价和使用习惯优化供电。",
      "limitation": "零前期投入不是免费或无成本，电池资本/运维和收益分成不当纯软件订阅；未取得收费合同、客户部署或模型技术材料。页面动画读取零值不当实测节省率。"
    },
    {
      "id": "YCAIRE2-NODI-VPP",
      "companyId": null,
      "title": "NODI电网计划的客户收益而非平台ARR",
      "url": "https://www.nodienergy.com/vpp",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官网/反链公开库及访问边界",
      "summary": "原始VPP页向合条件DEYE电池持有人宣传首年最低120英镑收入、加入零费，需审查设备地区并签协议/授权；列14日内取消及之后30日通知退出。",
      "limitation": "120英镑是拟付参与者的收益，不是NODI收入或ARR；页面计划/入口不证明所有地区已上线、付款或实现收益保证。未提交加入/授权表单，实际协议、平台净费仍缺。"
    },
    {
      "id": "YCAIRE2-NODI-ABOUT",
      "companyId": null,
      "title": "NODI计划推出阶段与旧技术沿革",
      "url": "https://www.nodienergy.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官网/反链公开库及访问边界",
      "summary": "公司about仍列计划2026下半年推出；创始人电力电子/旧AI数据中心供电履历与当前家用和小企业柔性电池网络并列。",
      "limitation": "计划时间不等已交付，旧研究论文/AI客户需求不是当前企业AI主营或实测；与现VPP入口阶段差异保留，官网未补法律成立证据。"
    },
    {
      "id": "YCAIRE2-CASCADE-DESIGNER",
      "companyId": null,
      "title": "Cascade Designer仿真软件与API",
      "url": "https://www.cascadespace.com/designer/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官网/反链公开库及访问边界",
      "summary": "设计软件提供射频组件拖放、链路预算、团队分享、天线方向图及轨迹批量仿真API，展示Friis公式建模，并反链spacelink开源库。",
      "limitation": "工程模型/公式仿真不自动等机器学习或AI主营；API样例包含占位地址，未执行调用。可读演示不是独立技术验证，未取得软件实际合同或定价。"
    },
    {
      "id": "YCAIRE2-CASCADE-ARRAY",
      "companyId": null,
      "title": "Cascade阵列通信的未来部署路线",
      "url": "https://www.cascadespace.com/array/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官网/反链公开库及访问边界",
      "summary": "原始阵列页将2026年第四季迷你阵列、2027年月球通信及后续地点、2028全球覆盖列为路线图，描述数字波束形成与可配置性能。",
      "limitation": "路线图时点落在当前季度不证明已经完工或售出容量，数字信号处理不自动证明AI；地面站资本、通信容量与软件许可分列，未添加收入观测。"
    },
    {
      "id": "YCAIRE2-CASCADE-REPO",
      "companyId": null,
      "title": "Cascade官网反链SpaceLink公开库",
      "url": "https://github.com/cascade-space-co/spacelink",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官网/反链公开库及访问边界",
      "summary": "官网反链公开仓库列SpaceLink射频与链路预算Python库、天线/噪声/单位计算，标MIT许可并提供代码和文档入口。",
      "limitation": "只阅读仓库说明，未安装运行或审计许可证全文；公开代码不等AI算法、性能复现或客户部署，不能据星标推营收。"
    },
    {
      "id": "YCAIRE2-FOUNDATION-HOME",
      "companyId": null,
      "title": "Foundation零件订单与条件式交期",
      "url": "https://www.foundation-industries.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官网/反链公开库及访问边界",
      "summary": "公司产品页为低量多样CNC制造，获批准公司通过门户提交设计/规格、询价、付款及追踪生产；合条件订单最快两日制造交付。",
      "limitation": "按零件/生产批次报价未见软件独立订阅金额，交期宣传不是所有订单保证或独立测试；硬科技客户/自动化不能证明AI主营，不将客户硬件价值当本公司ARR。"
    },
    {
      "id": "YCAIRE2-FOUNDATION-ABOUT",
      "companyId": null,
      "title": "Foundation认知流程自动化描述边界",
      "url": "https://www.foundation-industries.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官网/反链公开库及访问边界",
      "summary": "about称新工具将报价、编程、调度和协调等认知层自动化以缩短低量制造周期，业务目标仍为制造服务。",
      "limitation": "没有取得模型/Agent架构、软件独立商业交付或人工成本分摊；这不足直接确认AI核心产品，也不能据没有公开模型材料断言未用AI。"
    },
    {
      "id": "YCAIRE2-ARGS-HOME",
      "companyId": null,
      "title": "args当前代码发现入口",
      "url": "https://args.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官网/反链公开库及访问边界",
      "summary": "当前根域展示trending/new代码仓库及用户项目，包括语音模型、AI工具和普通软件。",
      "limitation": "用户仓库的AI用途不属于平台自身功能；仓库收藏或贡献不当付费客户。原bkdevs/args仓库直达两次读取超时，未读到完整平台源码或合同。"
    },
    {
      "id": "YCAIRE2-ARGS-README",
      "companyId": null,
      "title": "args页面gitdot说明与身份缺项",
      "url": "https://args.io/jack",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司官网/反链公开库及访问边界",
      "summary": "原域用户页README区出现gitdot名称、Rust/Apache2.0自述、代码导入/CLI快捷操作，并自述没有AI功能；同域多个用户页搜索索引出现相同说明。",
      "limitation": "用户页说明的作者/平台归属及args到gitdot品牌沿革未独立确认，不能当法律改名或全平台无AI定论；gitdot.io/designs直达不可用，开源许可/性能未实测。"
    },
    {
      "id": "YCAIRE3-SHOR-HOME",
      "companyId": null,
      "title": "Shor当前发薪/支付与资金归属",
      "url": "https://shorpay.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/模型发布者原始资料及访问边界",
      "summary": "当前产品为承包商管理、自有实体工资服务与EOR，页脚称Shor Inc.及持牌支付合作方；强调创始人支持，示例工资/余额/平台费为产品界面演示。",
      "limitation": "跨境结算速度/国家覆盖属厂商描述，未实际开户或验证。雇主预充值、员工薪资、税款与平台净费分开，演示金额不作本公司营收；支付自动化不证明AI主营。"
    },
    {
      "id": "YCAIRE3-SHOR-PRICE",
      "companyId": null,
      "title": "Shor按工人收费与汇兑边界",
      "url": "https://docs.shorpay.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/模型发布者原始资料及访问边界",
      "summary": "原始文档明确美元报价：承包商19/月、EOR标准299/月及高价地区449/月，自有实体工资50—60/月；另2%汇兑加价，按月30日取消，无最低席位。",
      "limitation": "报价不是已签合同或ARR；EOR法律雇佣/人工合规服务与软件、支付净费需拆，工资福利/税/押金不全归平台收入。人数按工人而非雇主账号用户，不从官网Logo推数量。"
    },
    {
      "id": "YCAIRE3-GRU-RESERVE",
      "companyId": null,
      "title": "GRU当前申请、预约与任务阶段",
      "url": "https://www.gru.space/reserve",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/模型发布者原始资料及访问边界",
      "summary": "当前为未来月球酒店早期资格申请，合格者可能获邀继续预约押金；定价/参与结构私下讨论。计划2026审查、2027拍卖、2029首任务和2031部署。",
      "limitation": "申请入口不等已有付费预约，预收押金/申请费与实际履约收入不同，不推酒店或软件ARR；与原2027任务自述差异保留，未来自动化/机器人不是当前AI主营证明。"
    },
    {
      "id": "YCAIRE3-GRU-MEMBERSHIP",
      "companyId": null,
      "title": "GRU会员权益非已核经常性合同",
      "url": "https://www.gru.space/membership",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/模型发布者原始资料及访问边界",
      "summary": "GRU Crew会员页列未来载荷刻名、纪念砖、周边/预约折扣与活动邀请，通过联系表询问，无可读价格或收费周期。",
      "limitation": "会员名称不证明月/年订阅或付费用户，未来载荷/酒店权益不当已交付；本轮白皮书外页仅嵌入框架，未声称读完白皮书。未提交表单。"
    },
    {
      "id": "YCAIRE3-DEEP-YC",
      "companyId": "YC30656",
      "title": "DeepGrove当前YC成立与团队字段",
      "url": "https://www.ycombinator.com/companies/deepgrove",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/模型发布者原始资料及访问边界",
      "summary": "本轮YC正文可读，明确公司自报成立2025、团队3人、旧金山、S25及Edward Zhang/Shayaan Emran创始人，反链deepgrove.ai。",
      "limitation": "公司自述字段不是独立注册或当期精确人数；招聘工资区间不是公司收入，批次/招聘不替成立与财务证据。"
    },
    {
      "id": "YCAIRE3-DEEP-LI",
      "companyId": "YC30656",
      "title": "DeepGrove原始模型发布及身份反链",
      "url": "https://www.linkedin.com/company/deepgrove_ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/模型发布者原始资料及访问边界",
      "summary": "公司页发布Maple-Preview低位宽推理模型，链接试用、模型权重及自有GitHub推理仓库；业务为预训练/后训练及端侧高效模型。",
      "limitation": "性能领先和端侧自适应为厂商宣称，未独立验证；团队仅2—10区间及关联账号展示，不取人数中点。相对发布日期不改写为具体发布日期。"
    },
    {
      "id": "YCAIRE3-DEEP-CARD",
      "companyId": "YC30656",
      "title": "DeepGrove Maple-Preview模型卡",
      "url": "https://huggingface.co/deepgrove/maple-preview/blob/main/README.md",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/模型发布者原始资料及访问边界",
      "summary": "模型卡将产品标为20B-A1B三值权重推理模型、MIT许可，说明公开Transformers实现用于兼容CUDA环境，Apple性能来自另一运行时；强调预览版Agent任务后训练有限。",
      "limitation": "模型卡及代码可读不等独立复现。公开权重、许可及下载不证明商用收入，未推断硬件适配或精度满足所有任务，未安装执行远程代码。"
    },
    {
      "id": "YCAIRE3-DEEP-REPO",
      "companyId": "YC30656",
      "title": "DeepGrove反链MLX运行时公开仓库",
      "url": "https://github.com/deepgrove-ai/mlx-lm-deepgrove",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/模型发布者原始资料及访问边界",
      "summary": "公司原始短链接解析到deepgrove-ai/mlx-lm-deepgrove，仓库含模型/转换/内核及运行说明；厂商M4结果169与218 tokens/s分别对应默认与FlashHead配置。",
      "limitation": "公开产物等级而非独立测试；Apple结果不能直接与CUDA或不同输出头比较，M4为前版数据，未克隆/编译/下载权重或执行脚本。开源许可不推出实际商业合同。"
    },
    {
      "id": "YCAIRE3-COSTREAM-HOME",
      "companyId": null,
      "title": "Costream原始公司域当前资料边界",
      "url": "https://www.costream.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/模型发布者原始资料及访问边界",
      "summary": "原YC对应域当前仅公司名、旧金山/美国及联系入口，无产品正文或价表。",
      "limitation": "copyright2025不能替独立注册；空白正文不证公司关闭，也不补造对话数据买家/训练用途/模型或收入。"
    },
    {
      "id": "YCAIRE3-COSTREAM-LI",
      "companyId": null,
      "title": "Costream公司页反链与产品缺项",
      "url": "https://www.linkedin.com/company/costream-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/模型发布者原始资料及访问边界",
      "summary": "公司页反链原costream.ai域，列软件开发、2—10人并出现Ayush Mahna关联；未给产品描述。",
      "limitation": "关联账号不能当准确员工数，未补足AI交付/实际客户及成立登记；保留原YC创始人旧100K用户/下载与当前公司不同归属，不继承旧项目经营。"
    },
    {
      "id": "YCAIRE3-COSTREAM-NAMESAKE",
      "companyId": null,
      "title": "Costream同名英国营销站不强连",
      "url": "https://www.costream.co.uk/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/模型发布者原始资料及访问边界",
      "summary": "同名英国域自述AI加人工运营营销，按品牌/渠道月费并区分媒体支出；页面未见与原YC创始人或costream.ai的对应关系。",
      "limitation": "仅用于阻止同名误连：不把该站AI能力、英镑价格、运营者旧触达或服务收入填入本YC公司；未确认两者法人关系，目录工业SCADA标签亦不替原始公司证明。"
    },
    {
      "id": "YCAIRE4-ALBACORE-HOME",
      "companyId": null,
      "title": "Albacore当前产品与融资归属",
      "url": "https://www.albacore.inc/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/政府原始资料及访问边界",
      "summary": "公司当前产品仍为自主水下系统，面向国防及海洋业务；官网新闻入口标2025-10种子融资650万美元，未公开软件订阅或经营收入。",
      "limitation": "自主、导航和分析软件的描述未明确学习模型或AI核心交付；融资不作收入，厂商产品规格/性能未独立验证，创始人旧公司采购业绩不归新公司。"
    },
    {
      "id": "YCAIRE4-ALBACORE-TERMS",
      "companyId": null,
      "title": "Albacore网站使用条款非采购合同",
      "url": "https://www.albacore.inc/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/政府原始资料及访问边界",
      "summary": "原terms仅网站信息使用、免责声明、第三方链接与知识产权条款，声明信息不保证完整/及时。",
      "limitation": "未取得产品采购、交付验收、软件许可/维护或重复付款条款；不能以网站Terms标题当商业合同或订单确认，未提交业务询问。"
    },
    {
      "id": "YCAIRE4-PERSEUS-HOME",
      "companyId": null,
      "title": "Perseus当前实体产品和成本宣传归属",
      "url": "https://www.perseusdefense.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/政府原始资料及访问边界",
      "summary": "当前公司网站为反无人机实体产品，列团队及面向美国政府部门的业务目标，新闻区反链陆军原始试验报道。",
      "limitation": "成本/量产宣传不是售价、实际交付数量或收入；目标客户和新闻链接不证明采购合同。自动化描述及团队履历未补足具体AI核心产品依据。"
    },
    {
      "id": "YCAIRE4-PERSEUS-ARMY",
      "companyId": null,
      "title": "陆军原始试验报道的证明边界",
      "url": "https://www.army.mil/article/291721/1st_cavalry_division_tests_golden_shield_counter_drone_syste",
      "publishedAt": "2026-04-14",
      "accessedAt": "2026-10-31",
      "kind": "公司/政府原始资料及访问边界",
      "summary": "美国陆军第一骑兵师原始报道明确Perseus产品参与2026年4月现场试验，报道将阶段称为实验与测试。",
      "limitation": "是外部机构试验参与证据，但未公布可独立复算的产品指标、采购金额或AI模型验证；不能将整个多供应商系统的能力归为该公司独有AI，也不推已批量部署或经常收入。"
    },
    {
      "id": "YCAIRE4-DURANIUM-HOME",
      "companyId": null,
      "title": "Duranium试验产能与未来工厂阶段",
      "url": "https://duranium.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/政府原始资料及访问边界",
      "summary": "公司称首个奥克兰镁试验系统已运行、铭牌年产能15吨；其他金属列2027/2028试验计划，示范规模开发中、商业规模计划中。",
      "limitation": "铭牌年产能不是实际产量、销售量、订单或收入；动画抓取零值不当零产量。当前阶段自述未独立现场核验，旧2029规模/利润目标仍非已实现财务。"
    },
    {
      "id": "YCAIRE4-DURANIUM-TECH",
      "companyId": null,
      "title": "Duranium工艺研发与经济性边界",
      "url": "https://duranium.co/technology",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/政府原始资料及访问边界",
      "summary": "当前技术页介绍一体化金属生产设备及工艺研发，另列开发中的循环工艺升级，业务交付仍是实体金属生产。",
      "limitation": "工艺改进/清洁生产/利润率提升描述未给实收收入或AI软件合同；研发中升级不当全厂已实现性能，未复现或评估工艺技术。"
    },
    {
      "id": "YCAIRE4-DURANIUM-CULTURE",
      "companyId": null,
      "title": "Duranium内部AI使用说明",
      "url": "https://duranium.co/join-us",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/政府原始资料及访问边界",
      "summary": "原始招聘文化页称使用AI提升表现，同一团队设计、建设并运行工厂。",
      "limitation": "这能支持内部使用AI的自述，但未说明AI产品、实际关键任务或向客户交付模型/软件，不因内部AI工具或工程招聘直接确认AI主营。"
    },
    {
      "id": "YCAIRE4-MUNIFY-HOME",
      "companyId": null,
      "title": "Munify产品开放阶段与客户资金",
      "url": "https://www.munify.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/政府原始资料及访问边界",
      "summary": "当前产品为跨境账户、虚拟卡、钱包/支付及企业API，部分多币种/收款/发票与移动应用区仍显示即将推出，同时存在下载入口和客户评价。",
      "limitation": "同页阶段不一致保留，未开户/下载验证各地区可用性；客户评价不是独立付费人数，客户资金/发票/汇款本金不是平台收入，金融轨道与.ai域名不证AI主营。"
    },
    {
      "id": "YCAIRE4-MUNIFY-PRICE",
      "companyId": null,
      "title": "Munify付费档位缺少计费周期",
      "url": "https://www.munify.ai/legal/munify-pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/政府原始资料及访问边界",
      "summary": "收费表列Standard免费、Plus原$7.99、Premium原$19.99，钱包转账/汇兑与小额入金另有费用；高档可免部分交易收费。",
      "limitation": "可读价表未标档位计费周期及明确币种，不按月或年推算；客户入金上下限、积分返还不是营收。套餐费与净交易费/伙伴分成待实际合同核验，无付费数不推ARR。"
    },
    {
      "id": "YCAIRE4-MUNIFY-TERMS",
      "companyId": null,
      "title": "Munify运营者、第三方服务与费用条款",
      "url": "https://www.munify.ai/legal/terms-and-conditions",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/政府原始资料及访问边界",
      "summary": "条款运营者Munify Corporation，说明服务依赖银行/支付及网络伙伴，平台不作为银行或托管受托人；费用经服务/价表披露并可变更。",
      "limitation": "条款自述未替法律注册或牌照核验；第三方资金与平台净费分开，未取得合作方分摊或套餐实际账单，亦未补足AI产品交付。"
    },
    {
      "id": "YCAIRE4-MUNIFY-PRESS",
      "companyId": null,
      "title": "Munify融资、许可初批与前事业规模分开",
      "url": "https://www.munify.ai/blogs/munify-secures-in-principle-approval-for-license-in-uae-from-dfsa-accelerating-its-mena-expansion",
      "publishedAt": "2025-11-25",
      "accessedAt": "2026-10-31",
      "kind": "公司/政府原始资料及访问边界",
      "summary": "公司新闻稿正文称获DFSA原则性批准并融资450万美元；创始人旧Huspy处理70余亿美元交易及埃及汇款市场规模分别出现。",
      "limitation": "公司稿不是监管原始登记，原则批准不扩大为正式全部许可；融资、前公司交易额与目标市场体量不是Munify收入或ARR。首页列表日期与正文25日差异不用于推注册年。"
    },
    {
      "id": "YCAIRE5-RUVO-PRICE",
      "companyId": null,
      "title": "Ruvo当前交易费率及客户收益边界",
      "url": "https://ruvo.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资方原始资料及访问边界",
      "summary": "当前价表无维护费，按转换/转账收取费用：雷亚尔转美元0.5%、反向个人0.9%/企业0.3%，其他币种刷卡1%；客户余额收益为最高4.3%可变年率。",
      "limitation": "报价不是已收净收入，交易本金/客户余额及收益不属于平台ARR；免费收款不等平台无收入，合作方分成及合同待核。税费说法仅记录厂商描述，不作独立税务核验。"
    },
    {
      "id": "YCAIRE5-RUVO-TERMS",
      "companyId": null,
      "title": "Ruvo/Cacao法律运营链自述",
      "url": "https://ruvo.com/terms",
      "publishedAt": "2026-09-22",
      "accessedAt": "2026-10-31",
      "kind": "公司/投资方原始资料及访问边界",
      "summary": "条款列Ruvo Financial Inc.由Cacao Financial Intermediate Holdings LLC持有，再由Cacao Financial Holdings Limited持有，描述自托管钱包及第三方金融基础设施。",
      "limitation": "条款自述加强品牌/集团对应，但不是实时登记或独立财务；集团/运营子公司不重复计公司，客户资产不归平台营收，金融工作流不证明AI主营。"
    },
    {
      "id": "YCAIRE5-SELFIN-LI",
      "companyId": null,
      "title": "Selfin当前机构交易交付与旧路线",
      "url": "https://www.linkedin.com/company/selfinltd",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资方原始资料及访问边界",
      "summary": "原公司页自报2025，当前为事件风险/预测市场机构流动性，创始人说明电子交易台连接订单与潜在流动性提供者，反链selfin.app。",
      "limitation": "示例大额交易/敞口不是实际成交、平台净费或ARR；机器学习specialty和AI算力客户讨论不证当前面客AI交付。原域本轮仍无正文，旧AI助手路线不直接当现业务。"
    },
    {
      "id": "YCAIRE5-SELFIN-INVEST",
      "companyId": null,
      "title": "Selfin投资机构原始旧AI银行定位",
      "url": "https://www.rippleimpactinvestments.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资方原始资料及访问边界",
      "summary": "投资机构组合页将同名Selfin反链selfin.app，描述聚合消费金融产品与AI优化个人财务的路线。",
      "limitation": "原始投资方自述但无业务截至日；与公司较新机构流动性定位并列，不将旧规划当当前AI产品，投资关系/组合规模不证明收入。"
    },
    {
      "id": "YCAIRE5-SAVA-PRESS",
      "companyId": "YC30964",
      "title": "Sava公司发布的AI信托服务与主体分工",
      "url": "https://www.prnewswire.com/news-releases/sava-raises-10-million-and-launches-sava-trust-company-an-ai-native-nevada-chartered-trust-company-302921562.html",
      "publishedAt": "2026-10-28",
      "accessedAt": "2026-10-31",
      "kind": "公司/投资方原始资料及访问边界",
      "summary": "发布者为Sava Trust Company，说明AI Agent处理信托文书/合规/账务并由人工信托官审核，按信托收固定年费；软件母体与受托子公司分工，另披露1000万美元融资，API仍开发中。",
      "limitation": "公司新闻稿非独立测试/监管登记。未给收费金额、付费数或ARR，融资、行业资产及人员旧机构AUM不归本公司；受托/人工与软件净费需拆分，API规划不当已开放。"
    },
    {
      "id": "YCAIRE5-SAVA-ACCESS",
      "companyId": "YC30964",
      "title": "Sava官网与当轮YC访问限制",
      "url": "https://www.savatrustcompany.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资方原始资料及访问边界",
      "summary": "本轮www及根域直达均不可读；YC当前直达也未返回可读正文，旧YC成立2025/团队8自报证据保留。新AI任务依据发布者原始新闻稿。",
      "limitation": "不把不可读当公司关闭或当已读官网，未独立复核注册/特许牌照；公司化与子公司注册时点待核，不以2026新闻发布重置成立年份。"
    },
    {
      "id": "YCAIRE5-GENERAL-HOME",
      "companyId": null,
      "title": "General Astronautics官网当前及索引正文差异",
      "url": "https://generalastro.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资方原始资料及访问边界",
      "summary": "原域当前直达只有招聘/联系入口，搜索索引可读较长机器人太空制造愿景，提到感知/决策及轨道实验自动化。",
      "limitation": "缓存与当前正文分列，愿景并非已部署证明；当前反链招聘跳Ashby未能读取，未据失败推停业。暂无具体AI交付/收费或独立运行结果。"
    },
    {
      "id": "YCAIRE5-GENERAL-YC",
      "companyId": null,
      "title": "General Astronautics当前YC产品与成立字段",
      "url": "https://www.ycombinator.com/companies/generalastro",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资方原始资料及访问边界",
      "summary": "本轮YC正文可读，仍为太空科研/制造自主机器人，创始人为Bram Schork；公司字段自报2025、Team4，批次2026。",
      "limitation": "批次不覆盖成立年份；宇航员工时成本/微重力研究效益不是公司收入，superintelligent口号和自主实验流程未补足当前AI模型证据。"
    },
    {
      "id": "YCAIRE5-GENERAL-LI",
      "companyId": null,
      "title": "General Astronautics公司页与活动边界",
      "url": "https://www.linkedin.com/company/generalastronautics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/投资方原始资料及访问边界",
      "summary": "公司页反链generalastro.com，列微重力研究/制造机器人及2—10人；发布参会、赞助与招聘动态。",
      "limitation": "关联账号不等精确员工数，NASA人员参加同一活动/致辞和公司参会不作政府采购、合同或产品实测证据；未取得具体AI架构或实际收入。"
    },
    {
      "id": "YCAIRE6-MINISWAP-HOME",
      "companyId": null,
      "title": "Miniswap当前目录与地区展示",
      "url": "https://miniswap.gg/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/大学/客户原始资料及缓存边界",
      "summary": "当前根域跳/es地区页，仍是微缩模型交易目录、按商品目录自动填表及库存导入，含商品挂牌价与推荐赠额。",
      "limitation": "地区跳转不等公司迁址，商品数量/价格/买家信用额不当GMV、净收入或ARR；自动填表不单独证明AI主营，不与同名加密交易项目混同。"
    },
    {
      "id": "YCAIRE6-MINISWAP-FEES",
      "companyId": null,
      "title": "Miniswap平台费与支付处理分开",
      "url": "https://miniswap.gg/help-center/seller/payouts-and-fees",
      "publishedAt": "2026-07-17",
      "accessedAt": "2026-10-31",
      "kind": "公司/大学/客户原始资料及缓存边界",
      "summary": "原费用页列7%平台费仅按商品成交价收取、不含运税；Stripe处理费另按含运税总订单值收取，规则还列卖方取消率触发调费。",
      "limitation": "报价与规则不证实际成交/收入；卖家结算、运费/税及支付方费用不全归平台，不能直接挂牌价乘7%当ARR。实际取消/退款与适用合同待核。"
    },
    {
      "id": "YCAIRE6-MINISWAP-CONFLICT",
      "companyId": null,
      "title": "Miniswap较旧比较页与当前费用规则差异",
      "url": "https://miniswap.gg/help-center/blog/miniswap-vs-ebay",
      "publishedAt": "2026-06-10",
      "accessedAt": "2026-10-31",
      "kind": "公司/大学/客户原始资料及缓存边界",
      "summary": "较旧自家比较页称无惩罚档，而后费用页存在取消率调费规则；比较表以假设订单说明平台费和支付处理费不同基数。",
      "limitation": "保留页面版本差异，不任选最优条件当实际合同；厂商竞争比较不是独立费率审计，示例订单不作销售实绩，未核第三方平台当期费表。"
    },
    {
      "id": "YCAIRE6-VOLTAIR-HOME",
      "companyId": "YC31003",
      "title": "Voltair当前传感巡检服务与原型变化",
      "url": "https://www.voltairlabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/大学/客户原始资料及缓存边界",
      "summary": "当前网站为电力巡检无人机加地面基础设施，采集RGB/热成像/LiDAR数据，含任务规划与试点联系入口。",
      "limitation": "技术规格/Logo为自述，未验证模型与续航；早期电线充电原型与现地面站方案分列。招聘原链接本轮404、旧索引机器学习技能不当当前功能证明。"
    },
    {
      "id": "YCAIRE6-VOLTAIR-UW",
      "companyId": "YC31003",
      "title": "华盛顿大学原始Voltair项目AI关联",
      "url": "https://www.engr.washington.edu/sites/default/files/news/newsletter/docs/trend-newsletter-spring2025.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/大学/客户原始资料及缓存边界",
      "summary": "大学2025春季工程刊PDF第10页（印刷18页）将Voltair项目描述为AI引导的电力巡检无人机服务，并列学生创业竞赛经历。",
      "limitation": "原始大学项目描述补AI任务关联，不是模型架构、独立性能测试或法人登记；学生项目至当前产品具体算法沿革仍待核，竞赛奖不作公司收入。"
    },
    {
      "id": "YCAIRE6-VOLTAIR-CLIENT",
      "companyId": "YC31003",
      "title": "KCEC原始客户巡检部署报道",
      "url": "https://kitcarson.com/wp-content/uploads/2026/03/KCEC-Wildfire-Mitigation-Update-March-27-2026-1.pdf",
      "publishedAt": "2026-03-27",
      "accessedAt": "2026-10-31",
      "kind": "公司/大学/客户原始资料及缓存边界",
      "summary": "电力合作社KCEC原始稿称扩大使用Voltair无人机巡检远程电力设施；同文另列Firescape为AI火险分析平台。",
      "limitation": "客户部署是外部使用证据，非独立模型测试或已收账款，未列金额/收费。Firescape的AI能力不能归给Voltair；客户总会员与项目投资不继承为平台客户/收入。"
    },
    {
      "id": "YCAIRE6-VOLTAIR-HN",
      "companyId": "YC31003",
      "title": "Voltair创始人原始按杆塔服务费及转型",
      "url": "https://news.ycombinator.com/item?id=47442452",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/大学/客户原始资料及缓存边界",
      "summary": "创始人原始Launch HN说明由电线充电原型转向地面站，2025夏全职创业；按杆塔收巡检服务费，自述首个主要合同及计划首个付费飞行。",
      "limitation": "计划付费不是已收收入，未给金额或重复合同期限；人工现场、飞行运营、设备与数据处理成本待分摊，客户/竞品节省不归公司营收，未独立运行或验证。"
    },
    {
      "id": "YCAIRE6-DOME-ACQUIRE",
      "companyId": null,
      "title": "Dome原始收购与取消付费订阅公告",
      "url": "https://www.domeapi.io/blog/dome-joins-polymarket",
      "publishedAt": "2026-02-19",
      "accessedAt": "2026-10-31",
      "kind": "公司/大学/客户原始资料及缓存边界",
      "summary": "公司原始公告索引称加入Polymarket，当日取消所有付费订阅/不再扣款，原付费功能保留；3月31日后不保证支持或SLA。",
      "limitation": "本轮原文直达无正文，依据原站搜索缓存而非现场全文；公告不证明当前已停服/清算或实际退款执行，不能继续把旧报价当当前ARR，也不把未知收入填零。"
    },
    {
      "id": "YCAIRE6-DOME-PARTNER",
      "companyId": null,
      "title": "Dome与OpenServ整合的角色及日期差异",
      "url": "https://domeapi.io/blog/dome-partners-with-openserv-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/大学/客户原始资料及缓存边界",
      "summary": "原站搜索缓存介绍向OpenServ AI Agent提供预测市场数据/执行接口；单篇显示9月3日而博客目录显示10月30日。",
      "limitation": "日期与当前运营沿革待核，直达无正文不称全文访问；AI Agent属于整合方/开发者交付，不能据此将通用市场API当模型公司或重启收费证明。"
    },
    {
      "id": "YCAIRE6-CROSSLAYER-HOME",
      "companyId": null,
      "title": "Crosslayer当前网络安全交付归类",
      "url": "https://www.crosslayerlabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/大学/客户原始资料及缓存边界",
      "summary": "当前产品为网站/API网络基础设施安全评估、威胁信号关联与持续监测，创始团队介绍与标准研究单列。",
      "limitation": "按安全任务候选分类改为C04，AI核心仍未确认；创始人AI安全研究不当产品AI实现，标准所覆盖网站数不是公司付费客户或收入。"
    },
    {
      "id": "YCAIRE6-CROSSLAYER-RESEARCH",
      "companyId": null,
      "title": "Crosslayer旧研究与标准覆盖归属",
      "url": "https://www.crosslayerlabs.com/research",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/大学/客户原始资料及缓存边界",
      "summary": "公司研究页反链2018等网络安全论文并宣传证书签发标准影响；属于团队研究沿革与标准生态范围。",
      "limitation": "旧论文/行业证书量不是2025公司销售量或AI产品效果；本轮未复现实验，也未将论文结论扩成商业平台独立验证。"
    },
    {
      "id": "YCAIRE6-CROSSLAYER-TERMS",
      "companyId": null,
      "title": "Crosslayer运营者条款与价格缺项",
      "url": "https://www.crosslayerlabs.com/terms.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/大学/客户原始资料及缓存边界",
      "summary": "条款自述运营者Crosslayer Labs, Inc.注册于新泽西，提供互联网/网络基础设施安全服务；存在通用付款条款但未列可核价表。",
      "limitation": "条款不是独立登记/采购合同，通用付款授权不证订阅期限或已付客户；软件监测、人工安全评估和事件服务分摊仍待核。"
    },
    {
      "id": "YCAIRE7-ZEPHYR-YC",
      "companyId": null,
      "title": "Zephyr当前YC业务及旧研究归属",
      "url": "https://www.ycombinator.com/companies/zephyr-fusion",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/YC原始资料及缓存版本边界",
      "summary": "当前YC可读仍为轨道电源研发，自报2025成立/团队2；服务潜在空间制造、数据中心等行业。创始人国立研究机构经历另列。",
      "limitation": "供电给数据中心不证明自身AI核心业务，研究机构成果/经费和行业设施成本不归新公司收入，功率愿景非实际发电或订单，未独立技术评估。"
    },
    {
      "id": "YCAIRE7-ZEPHYR-HOME",
      "companyId": null,
      "title": "Zephyr官网愿景与商业阶段",
      "url": "https://zephyrfusion.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/YC原始资料及缓存版本边界",
      "summary": "原YC反链www跳根域，当前网站为轨道供电愿景、团队和招聘/联系，无公开收费、合同或客户部署证明。",
      "limitation": "参照设施成本与未来成本优势非公司价格/利润；动画读到零不当实际产量或收入零。投资人/机构Logo不作付费客户，AI主营仍待核。"
    },
    {
      "id": "YCAIRE7-CATCH-YC",
      "companyId": null,
      "title": "CatchBack历史MRR声明与口径缺项",
      "url": "https://www.ycombinator.com/companies/catchback-cards",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/YC原始资料及缓存版本边界",
      "summary": "当前YC历史发布称2026-01-25上线iOS后700用户、原$13K MRR，另有每笔1原$市场及卡包/回购业务；创始人旧个人卖卡额单列。",
      "limitation": "声明未给会计定义、明确币种及完整财务截止日，不据MRR标签确认订阅净收入或乘12作ARR。加密随机/个性化配置与创始人AI咨询履历不是产品AI证明。"
    },
    {
      "id": "YCAIRE7-CATCH-LI",
      "companyId": null,
      "title": "CatchBack原始融资、用户与GMV分开",
      "url": "https://www.linkedin.com/company/catchback",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/YC原始资料及缓存版本边界",
      "summary": "公司/创始人发布自报780万美元融资、7.5万收藏者与50万开包；公司转发投资者旧记录明确月GMV从原$25K/60K到175K。",
      "limitation": "融资、注册/开包和GMV不归平台净收入；投资者旧转发与YC原$13K MRR时点/定义不同，不推矛盾、造假或同期付费规模。相对月份不改写具体日期。"
    },
    {
      "id": "YCAIRE7-CATCH-TERMS",
      "companyId": null,
      "title": "CatchBack按次交易、月仓储与卡价边界",
      "url": "https://catchbackcards.mintlify.app/logistics-legal/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/YC原始资料及缓存版本边界",
      "summary": "2026-10更新条款列每笔交易1原$、另有未给金额的月仓储及拍卖费用；卡片展示价值为近期市场估算，不是保证回报。",
      "limitation": "商品/开包、仓储经常费、交易净费须拆分，条款并未解释历史MRR构成；卡价/余额/回购并非软件ARR。未提交购买或验证随机机制，条款月份不作成立或收入截止日。"
    },
    {
      "id": "YCAIRE7-CATCH-FAQ",
      "companyId": null,
      "title": "CatchBack当前兑现及促销版本边界",
      "url": "https://catchbackcards.com/faq",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/YC原始资料及缓存版本边界",
      "summary": "当前FAQ将卡片回购/卖家销售兑现与入金分开，Venmo提现已不提供；美国运费免除有门槛、国际另收费。",
      "limitation": "较旧发布的Venmo及免费运送不当当前普适合同；入金、回购责任、促销赠额与物流支出需同平台净费分列，不据余额不可提现推盈利或违法。"
    },
    {
      "id": "YCAIRE7-HLABS-YC",
      "companyId": null,
      "title": "HLabs当前硬件供应链与预购阶段",
      "url": "https://www.ycombinator.com/companies/hlabs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/YC原始资料及缓存版本边界",
      "summary": "当前YC自报2025/Team1，产品为机器人电子和执行器供应链，含Jetson配套主板；历史发布列预购与预计发运，创始人旧Mystic另列。",
      "limitation": "机器人/AI计算客户及通用板卡不自动证明公司AI产品；预购/预计发货非验收或收入，旧Mystic经营不继承，未验证实际产能或交付。"
    },
    {
      "id": "YCAIRE7-HLABS-TERMS",
      "companyId": null,
      "title": "HLabs运营者及免费工具/硬件收费边界",
      "url": "https://www.hlaboratories.com/terms",
      "publishedAt": "2026-04-25",
      "accessedAt": "2026-10-31",
      "kind": "公司/YC原始资料及缓存版本边界",
      "summary": "原始条款搜索缓存列HLaboratories, Inc.，/tools计算器/导出免费，硬件订单另付商品税运费；预计发运日期不保证，交承运人后风险转移。",
      "limitation": "本轮根域/条款直达均无正文，不称全文读取；原站缓存不足代替登记。免费工具/硬件销售不推软件订阅，Stripe处理/税运费与公司收入分开，未取得实际订单/退款政策适用记录。"
    },
    {
      "id": "YCAIRE7-MIRABELLE-HOME",
      "companyId": null,
      "title": "Mirabelle当前家庭测试与交货计划",
      "url": "https://meetmirabelle.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/YC原始资料及缓存版本边界",
      "summary": "官网可读仍为烹饪设备候补名单，介绍分时加料、单锅菜与可拆洗，计划2026年11月家庭测试/2027年2月交货，列两位创始人。",
      "limitation": "未见实际收费金额、押金或已交付数量；未来测试与计划交货不是收入，当前未给视觉/模型架构或AI控制任务，不据robot名称确认AI主营。"
    },
    {
      "id": "YCAIRE7-MIRABELLE-LI",
      "companyId": null,
      "title": "Mirabelle旧视觉AI自述与当前公司页差异",
      "url": "https://www.linkedin.com/company/meetmirabelle",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司/YC原始资料及缓存版本边界",
      "summary": "公司页反链官网，自报2025及创始人Alexandre Klobb/Dimittri Choudhury；原站搜索缓存包含视觉AI成熟的产品愿景，当前可读about仅机器人厨师描述。",
      "limitation": "旧缓存不等当前AI功能已实现，当前简介删去AI措辞不等确定放弃AI。保留版本/任务和未来测试缺项，人数2—10区间/关联账号不取精确中点，当前AI主营仍待补证。"
    },
    {
      "id": "YCAIRE8-ZERO-YC",
      "companyId": "YC31119",
      "title": "ZeroSettle原YC公司与当前域名沿革",
      "url": "https://www.ycombinator.com/companies/zerosettle",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料及缓存边界",
      "summary": "原YC搜索缓存仍列直接计费SDK，2026成立/Team2/San Diego，反链zerosettle.io；创始人Gabe Roeloffs及Ryan Elliott。",
      "limitation": "本轮直达无正文，缓存不是实时登记。YC旧产品与当前域消息服务并存，不能据同品牌认定旧SDK停服或把两套价格、收入与法律主体混为已核。"
    },
    {
      "id": "YCAIRE8-ZERO-AGENT",
      "companyId": "YC31119",
      "title": "ZeroSettle自托管AI消息代理的任务与Beta阶段",
      "url": "https://zerosettle.io/blog/hosted-imessage-ai-agent/",
      "publishedAt": "2026-10-08",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料及缓存边界",
      "summary": "公司原稿10月25更新，明确自托管Beta代理按客户业务上下文回复来信；与客户自备模型/API管理互斥，订单查询需另接MCP。",
      "limitation": "明确是本公司托管AI任务而非仅服务AI客户，可按厂商描述关联；未验证底层模型、可靠性/不幻觉宣称、付费使用或实际部署，示例对话是虚构演示。"
    },
    {
      "id": "YCAIRE8-ZERO-PRICING",
      "companyId": "YC31119",
      "title": "ZeroSettle消息线路订阅与一次性积分",
      "url": "https://zerosettle.io/blog/zerosettle-pricing/",
      "publishedAt": "2026-10-08",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料及缓存边界",
      "summary": "10月28更新：Pro原$49/月一线路，Growth原$599/月三线路、额外线路199；托管代理每发送文本耗1积分。含500/1000积分为一次性且不失效，补包1000/50或5000/200。",
      "limitation": "价格不是收入；不沿用旧缓存每月重置积分的说法。线路订阅、一次性预付积分及视频消耗须拆分，客户自有API文本不耗代理积分；硬件/线路/推理成本及实际续费未知。"
    },
    {
      "id": "YCAIRE8-ZERO-TERMS",
      "companyId": "YC31119",
      "title": "ZeroSettle消息服务与支付产品的合同边界",
      "url": "https://zerosettle.io/legal/imessage-terms/",
      "publishedAt": "2026-10-22",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料及缓存边界",
      "summary": "消息条款明确计费/支付产品另适用旧Terms，消息服务默认美元支付；线路归平台持有，终止回收，订阅自动续期且有30日订阅退款保证。",
      "limitation": "这支持同品牌不同产品合同并存，不称已完成法人登记核验或确定转型日期。报价按默认USD理解但实际合同可另约；退款不等已收净额，第三方平台依赖/资产和运营成本不可当纯软件零成本。"
    },
    {
      "id": "YCAIRE8-ZERO-BILLING",
      "companyId": "YC31119",
      "title": "ZeroSettle旧计费产品当前AI实验与分离收费",
      "url": "https://zerosettleai.com/pricing/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料及缓存边界",
      "summary": "计费价表仍列AI实验：Growth原$29/月或290/年，Pro99/月或990/年含Autopilot、改线上价需人工批准；可选结算BYOS0.5%加自有Stripe，MoR5%+50¢。",
      "limitation": "页面Gabe同域联系/文档反链支持品牌关联，不代替主体登记或实际仍售证明。免费分析/客户MRR、订阅价、结算总额和平台净费分开，旧计划不套到新消息服务。"
    },
    {
      "id": "YCAIRE8-KYTEN-YC",
      "companyId": null,
      "title": "Kyten当前Inactive与创始人失败自述",
      "url": "https://www.ycombinator.com/companies/kyten-technologies",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料及缓存边界",
      "summary": "YC可读2026/Team2/Inactive；前创始人Lucas称创业失败并回SpaceX。旧业务为航空航天定制电池制造，原Starlink电池业绩另列。",
      "limitation": "比目录Inactive补充创始人运营状态自述，但不是法人注销或收入为零证明。自动工厂/自主系统客户与Shield AI旧经历不证明公司AI主营；原雇主5000电池不继承为Kyten销量。"
    },
    {
      "id": "YCAIRE8-KYTEN-HOME",
      "companyId": null,
      "title": "Kyten原YC官网访问缺项",
      "url": "https://kytentech.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料及缓存边界",
      "summary": "原YC反链本轮返回402，未获得产品/收费正文。",
      "limitation": "不绕过限制，不将访问失败等同停服、清算、无收入或AI确认排除。"
    },
    {
      "id": "YCAIRE8-ROBODOCK-YC",
      "companyId": null,
      "title": "RoboDock目录自述与机器人业务边界",
      "url": "https://www.ycombinator.com/companies/robodock",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料及缓存边界",
      "summary": "原YC搜索缓存仍自报2025/Team4，服务车队充电/车辆检查；创始人既有机器人充电和感知控制经验。",
      "limitation": "直达本轮无正文，不当人数实时核实；创始人前机构能力与客户自动驾驶不能代替当前商业AI模型证据。"
    },
    {
      "id": "YCAIRE8-ROBODOCK-HOME",
      "companyId": null,
      "title": "RoboDock可读根域视觉引导与客户收益宣传",
      "url": "https://robodock.tech/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料及缓存边界",
      "summary": "www入口不可读而根域可读，列视觉对齐、车辆感知检查及每次充电持续学习；页脚RoboDock Technologies, Inc.，客户场站每年原$1.2M+回收等为厂商宣传。",
      "limitation": "学习/感知措辞尚缺明确模型或学习实现，维持AI主营待核，未独立验证。客户节省、效率/uptime百分比不是公司收入；没有公开价表，不采用第三方无来源99/月RaaS报价。"
    },
    {
      "id": "YCAIRE8-VALENCE-HOME",
      "companyId": null,
      "title": "Valence成交量与按量费而非订阅ARR",
      "url": "https://valence.trade/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料及缓存边界",
      "summary": "原站搜索缓存列全用户月成交原$200M+、客户Valence Market Making月交易150M+；无月最低额，按交易量收小额费率，专业档定制，页脚Valence LLC。",
      "limitation": "直达502不称全文现场读取；缺费率/净费/会计周期，不按交易量反推收入。演示P&L/账户余额与客户同名做市业务归属待分，不当平台ARR；自动路由/交易API未确认核心AI，旧2025交易和YC2026成立沿革仍缺。"
    },
    {
      "id": "YCAIRE9-FORUM-HOME",
      "companyId": null,
      "title": "Forum注意力指数与读取范围",
      "url": "https://www.forum.market/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC/App商店原始资料及缓存边界",
      "summary": "原站搜索缓存将浏览、搜索和流媒体参与度组合成注意力指数；当前直达仅外壳。",
      "limitation": "指数自动化不单独证明AI模型，交易话题含ChatGPT/Anthropic不等自身AI。未取得可读完整方法/费表，不将缓存当全文现场核验。"
    },
    {
      "id": "YCAIRE9-FORUM-MARKET",
      "companyId": null,
      "title": "Forum市场界面的维护与模拟数据边界",
      "url": "https://app.forum.market/markets/ICE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC/App商店原始资料及缓存边界",
      "summary": "原站搜索缓存市场页显示维护期间禁下单、历史加载失败及指数/报价；其他页面余额零、无数据均为未登录界面。",
      "limitation": "不能据界面零值推平台交易量或收入为零，也不据维护判永久停运。旧发布1000模拟币非实际存款/收入，未注册、充值或下单。"
    },
    {
      "id": "YCAIRE9-SEQUENCE-HOME",
      "companyId": "YC31227",
      "title": "Sequence当前模型任务自述与搜索缓存差异",
      "url": "https://sequencemkts.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC/App商店原始资料及缓存边界",
      "summary": "原站搜索缓存明确称专有训练模型在毫秒级识别同一市场，跨永续合约/预测市场的图式订单系统；注明软件、非托管及中立场所，页面仅预览不提交。",
      "limitation": "本轮根域/about直达只有标题，依据原站缓存，不称完整现场读取。明确训练模型任务可按厂商描述关联，未获模型/数据/独立测试，毫秒宣传未核；预览不是成交。"
    },
    {
      "id": "YCAIRE9-SEQUENCE-MCP",
      "companyId": "YC31227",
      "title": "Sequence MCP的客户模型与只读工具边界",
      "url": "https://docs.sequencemkts.com/mcp/overview/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC/App商店原始资料及缓存边界",
      "summary": "原始文档可读，向Claude等兼容客户端提供82项结构工具，可读行情、组合和执行分析；默认只读，写入组另可下单和算法部署。",
      "limitation": "客户端AI与公司自述市场匹配模型分开，不能仅据MCP接口认定自研AI；82工具是文档描述非可用性实测。未连接账户/执行任何工具或交易。"
    },
    {
      "id": "YCAIRE9-SEQUENCE-API",
      "companyId": "YC31227",
      "title": "Sequence API档位与沙盒成交分开",
      "url": "https://docs.sequencemkts.com/api/overview/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC/App商店原始资料及缓存边界",
      "summary": "原文档搜索缓存列免费/付费/专业/企业限额、场所接口与沙盒模拟成交，未给可核实际套餐价格。",
      "limitation": "档位名不证明订阅已售或ARR；旧注册用户104B自报成交/10M测试量不归平台净费。未调用API或下载执行，模型收费贡献/当前合同待核。"
    },
    {
      "id": "YCAIRE9-DOOM-YC",
      "companyId": null,
      "title": "Doomersion当前短视频与旧AI聊天产品沿革",
      "url": "https://www.ycombinator.com/companies/doomersion",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC/App商店原始资料及缓存边界",
      "summary": "YC可读自报2025/Team4；创始人说明此前一年做角色AI语言聊天，因用户不喜欢日常和AI聊天转向按水平匹配短视频，旧15K下载/高时长自述仍列。",
      "limitation": "旧AI角色产品不自动延续当前主营，短视频个性化/字幕问答当前模型实现仍缺；下载/高时长非付费、教学效果或收入，范围2025为自述非登记。"
    },
    {
      "id": "YCAIRE9-DOOM-STORE",
      "companyId": null,
      "title": "Doomersion原始App商店与品牌/卖方",
      "url": "https://apps.apple.com/us/app/doomersion/id6753957215",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC/App商店原始资料及缓存边界",
      "summary": "官网反链App商店列Doomersion曾名Doomlingo、免费，卖方Mostafa Tamer Afr；版本更新有字幕扫描/问答、语言交换和测验，原隐私反链doomlingo.ai。",
      "limitation": "免费入口不证明全部业务零收入；用户评论提AI配音不能确认由本公司模型产生或AI主营，不以评论作技术实测。个人卖方与官网Doomlingo Inc.法人关系待核，不以版权年替代注册。"
    },
    {
      "id": "YCAIRE9-DOOM-PRIVACY",
      "companyId": null,
      "title": "Doomersion当前无广告与未来变现",
      "url": "https://doomersion.com/privacy",
      "publishedAt": "2025-10-18",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC/App商店原始资料及缓存边界",
      "summary": "原隐私页称当前版本无广告，未来可能加入；按语言水平与学习进度匹配内容，并处理观看/字幕互动信息。",
      "limitation": "隐私用途描述不证明模型架构或收费合同；可能广告是计划而非现收入，页更新日不当成立年。与App个人卖方、官网Inc.的主体链仍缺。"
    },
    {
      "id": "YCAIRE9-FORT-YC",
      "companyId": "YC31239",
      "title": "Fort自报成立与原型/全职时间分开",
      "url": "https://www.ycombinator.com/companies/fort",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC/App商店原始资料及缓存边界",
      "summary": "原YC搜索缓存仍2025/Team4，创始人2024年底开始原型、2025年12月全职；历史原$289预购含设备及一年软件、1000名额上限。",
      "limitation": "原型/全职/公司成立不是同一日期，法律注册未核；历史促销限额非实售数量或当期价，旧雇主交付经验不归新公司销量。"
    },
    {
      "id": "YCAIRE9-FORT-MODEL",
      "companyId": "YC31239",
      "title": "Fort动作与睡眠训练模型原始描述",
      "url": "https://fort.cx/pages/how-it-works",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC/App商店原始资料及缓存边界",
      "summary": "公司可读说明动作识别模型来自数千小时及20K次重复动作数据；睡眠模型用5K余夜训练、1500余夜验证，实验室与Beta测试者继续供数据。",
      "limitation": "明确训练任务支持AI关联，但均为厂商描述，未给架构、数据划分、性能指标或独立验证；不将内部验证升独立测试或医学疗效/监管批准。重量仍需计划或人工补录，不泛化为自动测量所有训练负重。"
    },
    {
      "id": "YCAIRE9-FORT-SHOP",
      "companyId": "YC31239",
      "title": "Fort当前硬件预购与后续软件年费",
      "url": "https://fort.cx/collections/all",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC/App商店原始资料及缓存边界",
      "summary": "当前美国USD展示起价309，含设备/表带/底座与首年高级软件；以后80/年。称第一批售罄、第二批预购预计2027Q2，需iOS18，Android目前不支持。",
      "limitation": "价表不是已收或确认营收，售罄不证交付/数量；首年捆绑软件和后续续费不能直接309乘人数作ARR。页面Android2027-04仍计划，与Q2出货分别留缺，寿命/续航/识别能力未独立测。"
    },
    {
      "id": "YCAIRE9-FORT-TERMS",
      "companyId": "YC31239",
      "title": "Fort运营者、美元与订单阶段",
      "url": "https://fort.cx/policies/terms-of-service",
      "publishedAt": "2026-06-17",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC/App商店原始资料及缓存边界",
      "summary": "条款运营者Fort Care Co、DBA Fort，列US dollars与Shopify下单支付；确认邮件前订单未成立，并将预购另指专门条款。",
      "limitation": "运营者是合同自述非独立注册，适用Delaware法不等证明注册地。付款/报价不是会计收入，当前预购的退货/递延、硬件与软件收入分摊待核。"
    },
    {
      "id": "YCAIRE9-FORT-REFUND",
      "companyId": "YC31239",
      "title": "Fort预购取消与交货后退货责任",
      "url": "https://fort.cx/policies/refund-policy",
      "publishedAt": "2026-10-21",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC/App商店原始资料及缓存边界",
      "summary": "原政策允许出货前取消全额退款，收到设备后30日内无理由退货，开封试用也可；客户承担退回运费。",
      "limitation": "不是实际退款执行/已收净额核验。预售现金、退款责任、硬件备货/售后成本与软件续费须拆开，出货前可退订不作稳定ARR。"
    },
    {
      "id": "YCAIRE10-METEORIC-HOME",
      "companyId": null,
      "title": "Meteoric太阳能增益的模型估计与收入边界",
      "url": "https://meteoric.earth/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/官方应用商店原始资料及版本边界",
      "summary": "当前原站列无人机降低云反射率以增太阳能，区域10%—30%提升注明按云型建模的最大估计，具体场站另询；页脚Meteoric Technologies Inc.。",
      "limitation": "建模不单独证明AI任务，模型最大提升不是现场平均效果、实际电量或公司收入。未得公开收费/合同，AI需求/客户电力收益与自有模型交付分开，页脚不是独立注册。"
    },
    {
      "id": "YCAIRE10-SPOT-HOME",
      "companyId": null,
      "title": "SpotPay当前钱包/卡与费率、注册自述",
      "url": "https://www.spotpay.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/官方应用商店原始资料及版本边界",
      "summary": "官网为钱包、转账及Calypso卡，称费用清晰但未列具体费率/套餐；页脚SpotPay, Inc.，称金融服务平台非银行、美国FinCEN MSB。",
      "limitation": "MSB为公司自述，未独立核登记/许可证/存款保护；监控防未授权活动没有明确AI实现。入金、余额、TPV与净费不混，.ai域不证AI主营。"
    },
    {
      "id": "YCAIRE10-SPOT-APP",
      "companyId": null,
      "title": "SpotPay原始iOS卖方与客户收益归属",
      "url": "https://apps.apple.com/us/app/spotpay-global-wallet/id6752106326",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/官方应用商店原始资料及版本边界",
      "summary": "App原站搜索缓存列SpotPay: Global Wallet免费，开发/卖方SpotPay, Inc.，Calypso卡及Boost余额每日收益、邀请奖励；版本历史描述卡/入金/提现改进。",
      "limitation": "与同公司名/产品对应但未独立测试或验证监管；客户收益、奖励、余额和免费安装不等平台收入或无收入，不从评分反推付费规模，原站缓存不称实时全文现场读取。"
    },
    {
      "id": "YCAIRE10-SPOT-NAMESAKE",
      "companyId": null,
      "title": "Google Play同名SpotPay的开发者边界",
      "url": "https://play.google.com/store/apps/details?id=com.tangazoletu.spotpay",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/官方应用商店原始资料及版本边界",
      "summary": "原Google Play搜索缓存同名SpotPay由Tangazoletu/TANGAZOLETU LIMITED发布，联系网站tangazoletu.com、地址肯尼亚Nairobi。",
      "limitation": "不是SpotPay, Inc./Calypso已核反链，不把同名Android包的开发者、数据安全/用户或业务归YC候选；YC公司实际Android包仍待原始链接确认，官网“可下载”不代替核对。"
    },
    {
      "id": "YCAIRE10-DAIVIN-HOME",
      "companyId": null,
      "title": "DAIVIN原YC反链网站与自供氧任务",
      "url": "https://www.daivin.tech/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/官方应用商店原始资料及版本边界",
      "summary": "原YC发布反链同域官网，仍介绍无气瓶潜水/现场生成呼吸气体；页脚DAIVIN! Inc. California，创始人同域联系方式。",
      "limitation": "具体AI任务/模型及公开价格未得，电解/自动调节不自动归AI；品牌与页脚非独立注册或安全/医疗认证。同名英国2024咨询公司未核关联，不继承其成立资料。"
    },
    {
      "id": "YCAIRE10-DAIVIN-PDF",
      "companyId": null,
      "title": "DAIVIN一页原始产品概念说明",
      "url": "https://www.daivin.tech/_files/ugd/3a3f12_218ee245dc754f65a361df2dc34aaad2.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/官方应用商店原始资料及版本边界",
      "summary": "原域一页HYDRA资料列电池/自动调节及安全性能宣传，末尾明确所有内容仅概念与信息用途、非最终产品。",
      "limitation": "原PDF正文可读；概念规格不是独立安全测试、认证或可售实物。不转述为可安全使用的潜水建议，未证AI模型或实际收入；文件抓取月份/版权不替代发布日期和成立年。"
    },
    {
      "id": "YCAIRE10-DAIVIN-NEWS",
      "companyId": null,
      "title": "DAIVIN公司测试稿与顾问履历",
      "url": "https://www.daivin.tech/blog",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/官方应用商店原始资料及版本边界",
      "summary": "公司新闻目录称电解技术测试成功，另列退役海军少将担任高级顾问及参加YC；目录日期仅Mar13无年份。",
      "limitation": "公司测试自述不是独立结果/安全许可，退役顾问非政府采购/背书或客户。未见测试细节/当前合同/费用，不补推年份、AI能力或营收。"
    },
    {
      "id": "YCAIRE10-DISPATCH-HOME",
      "companyId": null,
      "title": "Dispatch现首飞计划与原型成本宣传",
      "url": "https://dispatch.space/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/官方应用商店原始资料及版本边界",
      "summary": "当前原站列全尺寸热盾在Mojave用火箭尾焰模拟再入，100倍更便宜为自述；首飞开始日期现列2027年10月。",
      "limitation": "较旧YC发布mid-2027与当前10月计划分别保留，不证明已按期交付或订单额。热盾试验非在轨/再入飞行全流程验证，旧机构Logo非客户、成本倍数非公司收入；AI主营未明确。"
    },
    {
      "id": "YCAIRE10-DISPATCH-SPARK",
      "companyId": null,
      "title": "Dispatch Spark-1任务规格和自主含义",
      "url": "https://dispatch.space/spark",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/官方应用商店原始资料及版本边界",
      "summary": "当前Spark-1页称2027年10月SpaceX Transporter-22首飞，托管/返回载荷分开、在轨约两年，全流程自主为产品描述。",
      "limitation": "公司排期不代替发射方确认或实际飞行；autonomous未说明AI模型，载荷容量/数据接口不是已售容量。其他公司ISS应用案例不归本公司客户/收入，不直接采同行业规模。"
    },
    {
      "id": "YCAIRE10-DISPATCH-GUIDE",
      "companyId": null,
      "title": "Dispatch预发布载荷指南与交付边界",
      "url": "https://dispatch.space/payload-user-guide",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/官方应用商店原始资料及版本边界",
      "summary": "可读HTML指南标Version0.3 Pre-release（2026-10）、参数可变，托管载荷留轨、返回载荷回收，按任务确定条件并含集成/验收与回收服务。",
      "limitation": "读取HTML而非另链PDF，不称全套文件核验。接口/客户验收要求不代表已通过试验/收费合同，仍未见价格；研发、发射/保险/回收与载荷服务成本不同于纯软件ARR，未提交任务表单。"
    },
    {
      "id": "YCAIRE11-UNIFOLD-HOME",
      "companyId": null,
      "title": "Unifold当前支付编排与价格入口",
      "url": "https://unifold.io/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始技术与合同资料",
      "summary": "当前官网为跨链入金、出金、结算/API及规则驱动编排，Pricing点击仍同首页，无可读具体费表。演示商店49.99/地址与资产余额另列。",
      "limitation": "支付自动化/Agent客户不证明自身AI模型。示例、客户入金与资产不作营收；首页合规/零拒付口号非独立审计/保证，未提交表单或连接钱包。"
    },
    {
      "id": "YCAIRE11-UNIFOLD-TERMS",
      "companyId": null,
      "title": "Unifold有限技术代理与第三方费用",
      "url": "https://unifold.io/terms",
      "publishedAt": "2026-08-19",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始技术与合同资料",
      "summary": "条款自述Unifold, Inc. Delaware，用户指令的有限技术代理、无自主交易裁量；第三方Relay等路由/执行及HIFI金融处理，用户承担网络/协议费用。",
      "limitation": "代理一词不是AI Agent证明，条款描述不是独立法律/托管核验。临时钱包访问与用户资产非公司收入，不把所有网络/协议费归Unifold或推零收入，实际净费/订阅缺项保留。"
    },
    {
      "id": "YCAIRE11-AE-HOME",
      "companyId": null,
      "title": "WaveSight预购入口与旧团队业绩",
      "url": "https://www.appliedelectrodynamics.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始技术与合同资料",
      "summary": "官网穿透成像用于建筑/检查，1mm/毫米精度为宣传；预购入口实际为登记早期访问、发布价格和更新信息的表单，未列金额。",
      "limitation": "预购按钮不证明已付款订单或发货。250余专利/iPhone/Nest属于团队履历，不归新公司商业客户/销售；当前成像算法未明确学习模型，不提升AI资格或独立性能。"
    },
    {
      "id": "YCAIRE11-AE-LAUNCH",
      "companyId": null,
      "title": "Applied Electrodynamics原始域名反链与阶段",
      "url": "https://www.ycombinator.com/launches/SAN-applied-electrodynamics-a-new-kind-of-camera-that-can-see-through-walls",
      "publishedAt": "2026-07-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始技术与合同资料",
      "summary": "原YC发布称已做射频硬件与成像算法，下一步手持融合RGB/热成像；其ae-dyn.com反链本轮跳当前appliedelectrodynamics.com。",
      "limitation": "域名反链补品牌对应，非注册/模型核验；making world machine-readable不自动等训练模型。工程返工行业损失及旧团队交付不作公司收入，未来手持融合不称已售。"
    },
    {
      "id": "YCAIRE11-TOTALIS-FEES",
      "companyId": null,
      "title": "Totalis当前Hyperliquid费用基数",
      "url": "https://docs.totalis.trade/hyperliquid/limits-and-fees",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始技术与合同资料",
      "summary": "当前生产费表：Combo入场按stake1.5%，胜出结算利润另1%；单一市场部分带Totalis builder订单按成交值0.1%，另有Hyperliquid自身费用，存取款无平台费但有特定网络激活费。",
      "limitation": "各费基/豁免与staging不同，不把抵押/奖金/客户利润全作平台收入。费表和USDC示例不是实际成交、净费或ARR，未执行交易；具体结算/成本与当期收入待核。"
    },
    {
      "id": "YCAIRE11-TOTALIS-MATH",
      "companyId": null,
      "title": "Totalis确定性抵押优化而非模型定价",
      "url": "https://www.totalis.trade/blogs/parlay-collateral-efficiency-ilp",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始技术与合同资料",
      "summary": "公司技术原文说明ILP最坏组合敞口，由HiGHS/scipy.optimize.milp确定性求解；明确不是定价/相关性估计，内部回测称按组合可释放10%—70%抵押。",
      "limitation": "优化求解不单独证明学习模型/AI主营；回测与毫秒性能均公司自述未复现。减少客户抵押非平台收入/利润，示例不能当付费规模；未下载运行。"
    },
    {
      "id": "YCAIRE11-TOTALIS-TERMS",
      "companyId": null,
      "title": "Totalis运营主体与链/合同版本差异",
      "url": "https://docs.totalis.trade/terms-of-service",
      "publishedAt": "2026-04-30",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始技术与合同资料",
      "summary": "条款自述UCALLEDIT, Inc.运营Totalis、平台默认胜方利润1%费，仍以Solana USDC为默认链描述；当前主站/费用文档另列Hyperliquid。",
      "limitation": "保留页面/链版本，不将旧Solana默认直接套新产品或把费率变化当造假。条款非独立登记，链/场所费与平台净费分列；Team Size旧0不当无人运营或零收入。"
    },
    {
      "id": "YCAIRE11-AND-YC",
      "companyId": "YC31367",
      "title": "Andustry当前YC业务空白与创始人状态",
      "url": "https://www.ycombinator.com/companies/andustry",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始技术与合同资料",
      "summary": "YC原文可读自报2026/Team2/Active，仍无产品正文，标签Trading；Het Dave列Active Founder，Johann Stürken列Former Founder，反链无www域。",
      "limitation": "团队字段与创始人状态不推实际当前全员/退出日期。www官网尚列两创始人、工业采购与金融实验室描述须并存，不能据旧团队页面宣称二人仍同职。"
    },
    {
      "id": "YCAIRE11-AND-HOME",
      "companyId": "YC31367",
      "title": "Andustry可读www的AI采购与佣金",
      "url": "https://www.andustry.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始技术与合同资料",
      "summary": "www页面明确AI搜索供应商、人工资格审核与商业流程托管，成交收采购额小佣金、无订阅/挂牌费，未成交不收费。",
      "limitation": "无www直达仍无正文，版本/当前主营沿革待核；AI任务仅厂商描述。30%平均节省、订单额、客户节省和月原料吨数不是公司净费或ARR，未列佣金率/实际收款。"
    },
    {
      "id": "YCAIRE11-AND-ABOUT",
      "companyId": "YC31367",
      "title": "Andustry www团队与YC身份对应",
      "url": "https://www.andustry.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始技术与合同资料",
      "summary": "www团队页列Het Dave与Johann Stürken，与YC姓名/经历对应，补当前域读到的工业采购页归属；仍称两位Co-Founder。",
      "limitation": "网页对应不等法律主体/知识产权或业务当前性全核。Het旧研究售给保险公司及Johann前机构/家族商贸不归新公司收入，YC Former Founder差异保留。"
    },
    {
      "id": "YCAIRE11-AND-TERMS",
      "companyId": "YC31367",
      "title": "Andustry工业市场成功费合同自述",
      "url": "https://www.andustry.com/terms",
      "publishedAt": "2026-01-04",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始技术与合同资料",
      "summary": "条款自述AI工业市场与Andustry Inc./San Francisco，匹配/资格/沟通，不持有商品、不直接处理支付；挂牌免费、完成交易成功费，双方直接支付。",
      "limitation": "与imprint的GmbH并列不强选唯一法人，实际费表/合同主体待核。货款/订单与佣金净费分开，市场Facilitator与人工经纪不同责任和收入分摊未知，不推纯SaaS。"
    },
    {
      "id": "YCAIRE11-AND-IMPRINT",
      "companyId": "YC31367",
      "title": "Andustry GmbH站点登记自述与主体缺项",
      "url": "https://www.andustry.com/imprint",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始技术与合同资料",
      "summary": "原站imprint列Andustry GmbH、Munich和Johann代表、HRB311753，与同域terms的Andustry Inc.并存。",
      "limitation": "这是公司站点登记声明非独立商业登记核验，未把Inc./GmbH计作两家或推定母子关系、迁址/转换日期。YC2026自述不因此重写，需核注册与合同沿革。"
    },
    {
      "id": "YCAIRE11-AND-LI",
      "companyId": "YC31367",
      "title": "Andustry公司页应用AI实验室与采购页面差异",
      "url": "https://www.linkedin.com/company/andustry-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始技术与合同资料",
      "summary": "原公司页可读About称applied AI lab、行业Financial Services，关联员工Het/Johann；www可读仍工业AI采购，YCTrading无产品正文。",
      "limitation": "仅实验室口号未给当前金融AI交付，不能据目录推自研量化产品或收入。保留现可读业务版本与主体/转型时间缺项，不采第三方重构YC申请为提交原文。"
    },
    {
      "id": "YCAIRE12-HEVN-PRICE",
      "companyId": "YC31391",
      "title": "HEVN明确捆绑AI助手与支付费基数",
      "url": "https://gethevn.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始产品、合同与收费资料",
      "summary": "价表Basic原$25/月、Pro89/月及企业定制，含原$100/250/1000每月AI额度，明确财务助手准备单据/发票/RFI回复；另有支付/FX等费用。",
      "limitation": "AI额度是使用优惠非现金/收入，套餐/账户和支付量门槛不是已售规模；首页特定货贸0%SWIFT促销不当全部账户标准费，实际币种/合同与净费分摊待核，不把报价作ARR。"
    },
    {
      "id": "YCAIRE12-HEVN-TERMS",
      "companyId": "YC31391",
      "title": "HEVN自有AI助手交付与人工审核",
      "url": "https://gethevn.com/terms-of-use",
      "publishedAt": "2026-08-25",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始产品、合同与收费资料",
      "summary": "条款明确公司AI助手由第三方LLM支持，银行运营、文档/合规辅助；敏感付款、合同及合规提交须用户审核批准。美国/非美国客户一般分由HEVN Inc./HVN Software Limited承约。",
      "limitation": "明确公司AI应用而非仅客户Claude接入，支持description级关联，非自研模型/独立性能证明。合同不代替登记/牌照审查，用户资产/伙伴处理费与平台收入分开，未打开账户或实际交易。"
    },
    {
      "id": "YCAIRE12-HEVN-ENTITIES",
      "companyId": "YC31391",
      "title": "HEVN美港关联主体的合同声明",
      "url": "https://gethevn.com/legal-entities",
      "publishedAt": "2026-08-01",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始产品、合同与收费资料",
      "summary": "原实体页自述HEVN Inc. Delaware平台与香港HVN Software Limited关联、后者2026-05-07成立，具体承约由开户/协议确定。",
      "limitation": "美国与香港实体不新增两家公司，也不将香港日期替代整个品牌精确成立。实体/注册号来自公司声明未独立登记；第三方银行/EMI服务不作本公司持牌或全部资产属公司。"
    },
    {
      "id": "YCAIRE12-HEVN-YCJOB",
      "companyId": "YC31391",
      "title": "HEVN当前业务自报与AI合规人工成本",
      "url": "https://www.ycombinator.com/companies/hevn-inc/jobs/guMBmO9-compliance-officer",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始产品、合同与收费资料",
      "summary": "原YC招聘记录自报2026/Team8/San Francisco，贸易跨境付款平台，聘合规官监督AI辅助流程、复核升级事项并保留人工判断。",
      "limitation": "招聘责任支持人机混合交付而非已雇佣/付费规模，岗位薪酬非实际成本或收入。旧钱包用户与原团队业绩不继承，注册/实际当前人数待核。"
    },
    {
      "id": "YCAIRE12-MADRONE-HOME",
      "companyId": null,
      "title": "Madrone当前热力系统与客户收益",
      "url": "https://www.madrone.cool/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始产品、合同与收费资料",
      "summary": "当前官网为场外供冷水、无机械冷机的热力系统，声称Texas比冷机加冷却塔少30%水电，支持新机房/改造扩容。",
      "limitation": "AI/GPU算力客户与NVIDIA项目Logo不是自身AI模型证明；节省/温度/性能均厂商描述未独立实测，现场工程与设备/维护收费缺项，客户节省非平台收入。"
    },
    {
      "id": "YCAIRE12-MADRONE-YCLAUNCH",
      "companyId": null,
      "title": "Madrone旧原型与GPU收入模型的归属",
      "url": "https://www.ycombinator.com/launches/QL1-madrone-chiller-less-cooling-for-desert-data-centers",
      "publishedAt": "2026-05-12",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始产品、合同与收费资料",
      "summary": "公司原始发布列1kW原型及建造100kW原型，自研电子/热交换/软件；每100MW/年原$78M为假设GPU效率收入增益模型，创始人旧ML系统另列。",
      "limitation": "软件与原雇主ML不证明当前AI核心交付，1kW与建造中100kW不是商用已售容量。客户GPU收入模型不归公司实收，旧行业冷却占比与现文口径分开，不据宣传估毛利。"
    },
    {
      "id": "YCAIRE12-DREACH-HOME",
      "companyId": null,
      "title": "Dreach人工代办交付与月费/成功费",
      "url": "https://dreach.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始产品、合同与收费资料",
      "summary": "当前首页明确团队逐条人工查线索、每周名单，客户自行联系，示例公司/联系人用于演示；列招聘团队月付与小型机构启动费加结果分成。",
      "limitation": "业务预测/联系数据不单独证明AI模型，演示不作真实客户或实际个人数据。按月收费可含大量人工，报价/潜客/客户安置费不作平台ARR，未请求免费线索或联系任何人。"
    },
    {
      "id": "YCAIRE12-DREACH-ABOUT",
      "companyId": null,
      "title": "Dreach与Drippay品牌沿革和报告收入边界",
      "url": "https://dreach.ai/about",
      "publishedAt": "2026-09-13",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始产品、合同与收费资料",
      "summary": "原about明确产品原名drip，由Drippay, Inc./创始人Michael Levin提供，反链YC；仅记录客户自报订单/安置及回款，不自行核发票或支付。",
      "limitation": "不与Drip.com/Drip Capital或制水Drip AI混同，品牌/页脚不是独立注册。客户填报回款不是本公司收入、更非账款核验，AI实现仍待核。"
    },
    {
      "id": "YCAIRE12-DREACH-PRICE",
      "companyId": null,
      "title": "Dreach成功费仅按归因后实收毛利",
      "url": "https://dreach.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始产品、合同与收费资料",
      "summary": "价表以启动费加结果分成、客户实收安置费或毛利为基数，不按客户总账单；比例启动前商定，既有订单/进行中工作不归因。",
      "limitation": "未列金额/百分比/实际合同，不能估本公司收入；与首页月付/条款订阅并列保留，不能任选一个口径年化，客户归因及人工成本待核。"
    },
    {
      "id": "YCAIRE12-DREACH-TERMS",
      "companyId": null,
      "title": "Dreach托管服务及订阅通则版本",
      "url": "https://dreach.ai/terms",
      "publishedAt": "2026-10-24",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始产品、合同与收费资料",
      "summary": "条款自述Drippay, Inc.托管工作区加团队工作，记录客户自报而不核发票支付；服务段启动费/结果费，通用费用段又有月/年预付、续订及超额。",
      "limitation": "保留结果分成与订阅通则的适用合同差异，不因共享AI训练禁用条款推产品自身AI任务。排名与自动化未给模型，不将SOC徽章当独立技术评测。"
    },
    {
      "id": "YCAIRE12-ODD-HOME",
      "companyId": null,
      "title": "Oddpool当前机构连接与自助API",
      "url": "https://www.oddpool.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始产品、合同与收费资料",
      "summary": "当前官网为机构标准化行情/历史数据与API，免费1000请求/月、Pro原$30/月/Premium100/月、机构定制，称覆盖700K余市场。",
      "limitation": "市场数/数据规模不作客户/收入，Agent可读文档不证明自身AI。YC原Inactive与仍可读网站并列，不推停服/注销/持续付费；API实际可用性未测。"
    },
    {
      "id": "YCAIRE12-ODD-PRICE",
      "companyId": null,
      "title": "Oddpool AI分析师宣传与不可用付费档",
      "url": "https://www.oddpool.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始产品、合同与收费资料",
      "summary": "原价表列Oddbot AI analyst及不同聊天额度；Pro/Premium价格仍30/100原$/月但按钮Not available，企业定制。正文又称支持自动策略/Stripe取消订阅。",
      "limitation": "AI功能明确出现在价表，但当前是否可交付/历史残留未核，维持pending-ai不称没有AI。首页可用、自助价表不可用及原Inactive不等零收入/已复活；行情/API与AI贡献需拆分。"
    },
    {
      "id": "YCAIRE12-ODD-TERMS",
      "companyId": null,
      "title": "Oddpool旧条款与当前数据许可差异",
      "url": "https://www.oddpool.com/terms",
      "publishedAt": "2026-03-11",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始产品、合同与收费资料",
      "summary": "条款初生效2025-11-14、更新2026-03-11，订阅自动续期、数据仅内部使用，禁止赌博/交易自动化/投资建议交付，与现价表自动策略营销并存。",
      "limitation": "条款日期不直接改写YC2026成立，项目/公司起点待核。不能据适用法Delaware推注册；许可/用途和产品页面版本需合同确认，不当违法或造假结论，未执行交易/批量取数。"
    },
    {
      "id": "YCAIRE13-AICE-HOME",
      "companyId": null,
      "title": "AICE原始首页缓存与读取缺项",
      "url": "https://aicepower.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与研究摘要、缓存边界",
      "summary": "原站搜索缓存为自主水下防务系统，称2026已完成水中原型测试，客户接洽/招聘；本轮网页工具拒解析Markdown类型，普通HTTP读取连接重置。",
      "limitation": "缓存不是现场全文读取，原型自述非部署/采购/营收或独立验证。感知/导航/自主措辞未明确学习模型，不把第三方AI标签/能源旧描述当当前AI交付，未取敏感作业资料。"
    },
    {
      "id": "YCAIRE13-AICE-COMPANY",
      "companyId": null,
      "title": "AICE主体设立与业务启动的年份口径",
      "url": "https://aicepower.com/company",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与研究摘要、缓存边界",
      "summary": "公司原站搜索缓存记录2025 AICE POWER SAS设立、2026防务公司/海军系统计划启动与YC；CTO负责硬件/AI工程。",
      "limitation": "这为旧元数据2025与YC2026提供不同起点解释，仍非独立注册核验，不任选重写原发现。AI工程职责不等已交付具体模型/效果；直达不支持Markdown，产品/法人沿革与实际AI任务待核。"
    },
    {
      "id": "YCAIRE13-RIVER-HOME",
      "companyId": null,
      "title": "River执行设施的实际业务边界",
      "url": "https://www.rivermarkets.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与研究摘要、缓存边界",
      "summary": "当前原站为专业交易执行/统一API和数据，资金留客户各场所账户；保证金/托管/跨场所净额功能要求另询，机构Logo及2美分改进为自述。",
      "limitation": "prime brokerage营销不证明持牌经纪或全套金融功能。智能路由/执行算法不单独证明AI主营，Logo非付费/合同；客户资金、订单和850万融资非平台收入，未执行代码/交易。"
    },
    {
      "id": "YCAIRE13-RIVER-TERMS",
      "companyId": null,
      "title": "River Centos主体与费用缺项",
      "url": "https://www.rivermarkets.com/terms.html",
      "publishedAt": "2026-05-29",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与研究摘要、缓存边界",
      "summary": "条款运营者Centos Group Inc.，为接入客户第三方账户的交易界面/执行层，声明不是交易所/经纪交易商或交易对手；邀请码访问，费用仅通用费/税/链及场所费责任。",
      "limitation": "合同声明非独立登记/牌照认定，未给实际平台收费表。第三方场所资产和费用不全归平台净费，安全控制与拟SOC2不是已核审计或独立AI技术验证。"
    },
    {
      "id": "YCAIRE13-RIVER-CASE",
      "companyId": null,
      "title": "River成交费用模型与实际净费区分",
      "url": "https://www.rivermarkets.com/insights/prediction-market-execution-economics.html",
      "publishedAt": "2026-08-09",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与研究摘要、缓存边界",
      "summary": "公司原始例以7月28订单簿快照和假设被动成交比较5万份合约，模型含River原$53费、较单场所约945节省，明确假设成交不保证。",
      "limitation": "53只是示例费而非已收收入/普适费率，945是客户模型节省非平台收入，所谓live orderbook不等live成交。未核原始账簿/费表，不拿相对执行改善推ARR或利润。"
    },
    {
      "id": "YCAIRE13-RIVER-LLM-FORECAST",
      "companyId": null,
      "title": "River创始人共署LLM预测研究的用途",
      "url": "https://www.rivermarkets.com/insights/market-conditioned-prompting-mention-markets.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与研究摘要、缓存边界",
      "summary": "公司研究介绍称Oscar Levy共署预印本，固定同一LLM无微调，利用旧文本/市场先验做概率更新；明确历史离线评估，不测实盘交易影响/成本。",
      "limitation": "读到公司摘要而非原预印本全文，不作独立复现或平台当前商用AI证明。此处MCP是Market-Conditioned Prompting，不同于Model Context Protocol；研究性能/概率非公司收入。"
    },
    {
      "id": "YCAIRE13-RIVER-LLM-FILTER",
      "companyId": null,
      "title": "River语义筛选研究与历史P&L归属",
      "url": "https://www.rivermarkets.com/insights/llm-semantic-risk-manager-prediction-markets.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与研究摘要、缓存边界",
      "summary": "公司共署研究介绍LLM重排已通过统计筛选的关系，非发现所有关联；报告实验P&L原$4100→12500，并明确假设/回测不等实际交易，成本/流动性仍待后续。",
      "limitation": "只读公司摘要未核原论文/数据或实测，不能据共署论文升级已部署收费产品。实验盈亏非实盘客户收益、更非平台收入，研究存在但当前AI主营/产品化仍待核。"
    },
    {
      "id": "YCAIRE13-ASEON-HOME",
      "companyId": null,
      "title": "Aseon模块化服务站与第三方图像声明",
      "url": "https://aseon.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与研究摘要、缓存边界",
      "summary": "官网为充电/清洁/检查车队的机器人微型站，列1000万seed公告；页脚明确第三方车辆/名称/图像仅示意，未书面明示不表示合作。",
      "limitation": "原站不列可核模型、具体价格/合同或已部署收入。AV客户和robotic标签非自身AI证明，融资与伙伴图不作净费/客户，未提交表单。"
    },
    {
      "id": "YCAIRE13-ASEON-YC",
      "companyId": null,
      "title": "Aseon原YC目录的试点与旧部署归属",
      "url": "https://www.ycombinator.com/companies/industry/manufacturing-and-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与研究摘要、缓存边界",
      "summary": "原YC目录搜索缓存Aseon记录Team5，称Redwood City研发、准备与主要AV运营者试点；5000站/40城为此前Pushme至TIER-Dott旧业务。",
      "limitation": "目录聚合不同公司标签不混入AseonAI能力。计划试点非已付部署，旧站点和声称客户reset成本降50%不作本公司销售/收入；具体当前模型待核，本轮公司页无正文。"
    },
    {
      "id": "YCAIRE13-ASEON-TERMS",
      "companyId": null,
      "title": "Aseon网站条款与采购合同分开",
      "url": "https://aseon.com/terms",
      "publishedAt": "2026-05-07",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与研究摘要、缓存边界",
      "summary": "网站条款自述Aseon Labs, Inc.、仍引用旧aseonlabs.com，为了解公司/服务的网站访问条款，产品保证需另行书面合同。",
      "limitation": "不是设备/机器人服务采购、订阅或SLA合同，不能据提及order/价格通则证明销售。网站条款/地址非独立注册，第三方图无合作声明保留，AI核心仍待核。"
    },
    {
      "id": "YCAIRE13-ORNADYNE-YC",
      "companyId": null,
      "title": "Ornadyne当前YC硬件与研究归属",
      "url": "https://www.ycombinator.com/companies/ornadyne",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与研究摘要、缓存边界",
      "summary": "YC可读自报2026/Team4/Los Angeles，产品为仿鸟侦察硬件及自主飞行愿景；创始人论文/获奖与NASA/SpaceX旧经历分开。",
      "limitation": "未明确当前学习模型/AI任务，仿生/自主不自动确认AI。厂商时长/低噪等宣称不是独立性能或采购，旧论文与机构成果不归新公司交付/收入，不展开防务技术实现。"
    },
    {
      "id": "YCAIRE13-ORNADYNE-HOME",
      "companyId": null,
      "title": "Ornadyne当前域读取缺项",
      "url": "https://ornadyne.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与研究摘要、缓存边界",
      "summary": "当前官网仍无可读正文，未获得产品价表、合同或模型说明。",
      "limitation": "空正文不证明停服、无收入或永久排除；保留当前模型/交付/实销缺项，不用第三方无源规格填补。"
    },
    {
      "id": "YCAIRE14-EDEN-HOME",
      "companyId": null,
      "title": "Eden当前按小时机器人服务报价",
      "url": "https://edenrobotics.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与目录对应核查",
      "summary": "当前公开页仍机器人服务原$10/小时起、设置费0、企业机群销售入口，页脚Eden Robotics, Inc.；未给具体学习模型/任务实现。",
      "limitation": "报价不是实际工时、付费或ARR。零设置费/无需现场工程师不等供应方无折旧、人工接管、维护和安全成本；不据自主/physical agent标签直接认AI主营，不执行页面代码。"
    },
    {
      "id": "YCAIRE14-EDEN-YC",
      "companyId": null,
      "title": "Eden原YC按用量服务与旧创始事业分开",
      "url": "https://www.ycombinator.com/companies/eden-robotics",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与目录对应核查",
      "summary": "YC可读自报2025/Team4，制造/物流半人形机器人按使用量雇用而非卖设备；创始人七位数广告公司是先前事业。",
      "limitation": "旧广告公司收入不继承为机器人业务，论文/博士履历非当前模型实现/独立产品测试；5分钟可教任务、即时部署均厂商描述，不证明实际能力或已售规模。"
    },
    {
      "id": "YCAIRE14-EDEN-TERMS",
      "companyId": null,
      "title": "Eden网站条款不是设备部署合同",
      "url": "https://edenrobotics.ai/terms-of-service",
      "publishedAt": "2026-08-23",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与目录对应核查",
      "summary": "条款自述网站运营者Eden Robotics, Inc.，内容不构成约束性报价，购买/试点/部署或服务须另行条款/协议。",
      "limitation": "不能据通用网站条款确认小时报价合同、生效工时、SLA或营收；条款适用法不替代登记/模型核验，保留实际交付与安全责任缺项。"
    },
    {
      "id": "YCAIRE14-EDEN-JOB",
      "companyId": null,
      "title": "Eden远程人工操作与数据采集成本",
      "url": "https://www.ycombinator.com/companies/eden-robotics/jobs/o06KKgL-founding-communications-engineer",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与目录对应核查",
      "summary": "原YC招聘明确远程teleoperators实时控制机器人并采集数据的通信系统，涉及与VR/控制/硬件团队协作，要求2026-03-30前入职。",
      "limitation": "招聘是阶段/能力需求而非实际操作员人数、现人工比例或已部署证明。不能据autonomous营销推全无人/零人工毛利；也不因有遥操作确认没有AI，当前学习任务仍待核。"
    },
    {
      "id": "YCAIRE14-GA-HOME",
      "companyId": null,
      "title": "General Aviation数字塔台当前服务",
      "url": "https://www.generalaviation.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与目录对应核查",
      "summary": "当前官网为无传统塔台机场提供数字ATC塔，90%机场无塔台是其市场背景描述；没有公开AI模型、收费或客户部署详情。",
      "limitation": "远程空管基础设施不自动归AI自主决策；机场覆盖率不是本公司客户、订单或收入，安全/监管和识别效度未独立核，不把一般航空行业资料强配此新公司。"
    },
    {
      "id": "YCAIRE14-GA-CAREERS",
      "companyId": null,
      "title": "General Aviation控制员工作站与软件招聘",
      "url": "https://www.generalaviation.com/careers",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与目录对应核查",
      "summary": "官网招聘机械/软件工程，明确远程塔台及controller station，软件C++/Python和界面技术，不列学习模型职责。",
      "limitation": "招聘不证明产品无AI或已获安全许可，控制员工作站应与无人空管分开；岗位数量不作在职人数，系统交付/支持/基础设施成本和实收仍缺。"
    },
    {
      "id": "YCAIRE14-AERNATA-YC-REDIRECT",
      "companyId": null,
      "title": "Pentagon原招聘反链现跳Aernata",
      "url": "https://www.ycombinator.com/companies/pentagon/jobs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与目录对应核查",
      "summary": "旧Pentagon官网Careers反链当前重定向Aernata/jobs，可读2026/Team2/Active、CO2清洁燃料，列Edgar Pavlovsky/Barrett Williams。",
      "limitation": "域/YC记录关联增强但不等独立法人/知识产权转移核验，当前化学AI任务仍未明确；旧AI产品与现化学业务不因此混同为同一当前交付，转型日期/持续经营待核。"
    },
    {
      "id": "YCAIRE14-PENTAGON-HOME",
      "companyId": null,
      "title": "旧Pentagon当前云Agent产品网站",
      "url": "https://pentagon.run/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与目录对应核查",
      "summary": "旧站仍可读云AI团队，Agent有云计算机/持久上下文、跨团队沟通及第三方模型/运行设施，页脚Arlington Labs, Inc.；商业入口为预约。",
      "limitation": "模型/平台Logo不是合作或自研模型/独立验证；对话示例非真实客户交付，未见可核价格/实收。旧站可读不能确定Aernata仍以该产品为主营或另算新公司。"
    },
    {
      "id": "YCAIRE14-PENTAGON-TERMS",
      "companyId": null,
      "title": "Pentagon Arlington主体与第三方模型合同自述",
      "url": "https://pentagon.run/terms",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与目录对应核查",
      "summary": "条款更新2026年3月，自述Arlington Labs, Inc.提供Pentagon，接第三方Anthropic等模型并保存消息/Agent配置与任务状态；未给具体收费表。",
      "limitation": "仅月份不补具体发布日期，条款运营者不替登记。与当前云计算机/文件描述存在版本适用待核，不把用户文件内容或示例当可核交付，法人与现化学业务链仍缺。"
    },
    {
      "id": "YCAIRE14-AERNATA-DEALROOM",
      "companyId": null,
      "title": "Dealroom Aernata记录的同名/业务对应缺项",
      "url": "https://app.dealroom.co/companies/aernata",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与目录对应核查",
      "summary": "目录原站搜索缓存标题/域为Aernata，但Made with AI简介写Arnata与物流Agent、跟踪/文档/承运商协商；与YC当前CO2甲醇描述及Pentagon不同。",
      "limitation": "目录AI生成简介不能作公司原始主营证据，未确认物流Arnata与化学Aernata同一主体，不迁入功能/价格/团队或收入。仅补来源对应核查，不代表已穷尽Dealroom或确认误标原因。"
    },
    {
      "id": "YCAIRE14-MOCHA-HOME",
      "companyId": null,
      "title": "Mochatrade衍生合约、候补与监管自述",
      "url": "https://mochatrade.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与目录对应核查",
      "summary": "原站说明印度卢比保证金/结算、价格跟踪美股的衍生合约而无股权/投票权；页脚ALSD Technologies Private Limited、FIU编号自述，访问为候补申请。",
      "limitation": "AI公司股票标的不等自身AI。订单、余额/成交量/图表为演示不作当前平台实绩或ARR；FIU/税务/法律宣传未独立核验不背书，未留电话/开户或交易。"
    },
    {
      "id": "YCAIRE14-MOCHA-TERMS",
      "companyId": null,
      "title": "Mochatrade手续费与本金/自营角色分开",
      "url": "https://mochatrade.com/terms",
      "publishedAt": "2026-10-27",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与目录对应核查",
      "summary": "读取条款主体/资金/费用章节：ALSD可为平台运营者及特定交易自营对手，客户INR入公司当前银行账户并在账本记余额；默认taker0.05%/maker0.02%，funding另计。",
      "limitation": "仅相关章节非逐条法律全文审查，费率/余额不证明实收。客户保证金/结算义务、自营损益、交易手续费和资金费需拆分，不能将入金或客户损失全当平台收入；监管/隔离及AI任务仍待核。"
    },
    {
      "id": "YCAIRE15-ARLO-HOME",
      "companyId": null,
      "title": "Arlo当前感知网络与成本比较边界",
      "url": "https://arlo1.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与主营收费补核",
      "summary": "当前官网仍为被动分布式感知/跟踪网络，纽约与基辅基地，未明确学习任务或模型；宣称比替代方案最多低10倍成本。",
      "limitation": "成本比较未给同口径基准，不是实际售价、合同、收入或独立效度测试。官网版权年不替代成立登记，感知/网络/边缘计算不自动作AI核心证明。"
    },
    {
      "id": "YCAIRE15-ARLO-PRESS",
      "companyId": null,
      "title": "Arlo媒体索引与产品证据分开",
      "url": "https://arlo1.com/press",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与主营收费补核",
      "summary": "官网媒体页列2026-07-27创始人Deo Arlo接受Ignite访谈，主题为被动感知网络；另有品牌素材和周边商店入口。",
      "limitation": "本次仅阅读公司媒体索引，未听播客或核访谈全文；媒体曝光、周边入口不证明模型/采购合同或防务产品收入，不以采访日期当公司成立年。"
    },
    {
      "id": "YCAIRE15-MAQUOKETA-YC",
      "companyId": null,
      "title": "Maquoketa当前游戏LiveOps与历史业务分开",
      "url": "https://www.ycombinator.com/companies/maquoketa-research",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与主营收费补核",
      "summary": "YC当前标题为游戏工作室LiveOps自动化，自报2025/Team5/Active、旧金山，仍保留历史防务产品发布及Evan/David/Aidan创始人资料。",
      "limitation": "历史视觉AI描述不直接代表当前游戏产品AI，旧创始人游戏4500万收入不迁入本公司；当前产品、转型日期与主体沿革需另核，不记录武器实现细节。"
    },
    {
      "id": "YCAIRE15-MAQUOKETA-LINKEDIN",
      "companyId": null,
      "title": "Maquoketa Aqua游戏反馈工具与候选分类",
      "url": "https://www.linkedin.com/company/maquoketa-research/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与主营收费补核",
      "summary": "公司公开LinkedIn反链同maquoketa.net，当前Aqua为Roblox创作者汇总社区反馈、缺陷报告和游戏分析，列2025成立、2—10员工、伊利诺伊Elk Grove Village。",
      "limitation": "据当前任务将候选分类由专业行业C07改为内容/游戏工具C08；未明学习模型仍待AI核验。员工范围不取中点，所在地与YC旧金山并列为版本差异；旧防务转发不证明当前AI或已付费。"
    },
    {
      "id": "YCAIRE15-MAQUOKETA-HOME",
      "companyId": null,
      "title": "Maquoketa官网访问缺项保留",
      "url": "https://www.maquoketa.net/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与主营收费补核",
      "summary": "当前官网再次返回403，未取得产品正文、价格或合同。",
      "limitation": "未绕过访问限制。403不代表停业/无收入，也不据公司LinkedIn介绍补造官网功能、价格或法人与历史业务连续性。"
    },
    {
      "id": "YCAIRE15-FIRE-HOME",
      "companyId": null,
      "title": "Fire候补发布、免费订阅与演示金额边界",
      "url": "https://fire.co/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与主营收费补核",
      "summary": "当前页仍Coming soon至iOS/Chrome、免费下载安装且无订阅费，页脚Prometheus Solutions Inc.；宣称密钥本地及邮件/PIN恢复。",
      "limitation": "候补/支付与换币示例不作真实成交或收入。免订阅不等总收入为零；首页架构/恢复描述与条款版本适用需核，未提交候补表或验证密码学实现。"
    },
    {
      "id": "YCAIRE15-FIRE-TERMS",
      "companyId": null,
      "title": "Fire逐笔接口费与合同版本",
      "url": "https://fire.co/terms/",
      "publishedAt": "2026-09-25",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与主营收费补核",
      "summary": "条款自述Delaware Prometheus Solutions Inc.运营Fire/Fire Wallet；逐笔收接口费、确认前展示，第三方和网络费分开，称不赚汇差或订单流。条款还列浏览器/手机/API/Business Suite范围。",
      "limitation": "未给实际接口费率或实收；网络费不全归平台。首页仍待发布，与条款适用产品/阶段待核。条款密钥与遗失恢复架构描述不同于首页，不擅选版本或据此推财务造假；主体为自述未独立登记。"
    },
    {
      "id": "YCAIRE15-FIRE-YC-DIRECTORY",
      "companyId": null,
      "title": "Fire YC交易机会、旧履历与Agent钱包分开",
      "url": "https://www.ycombinator.com/companies/industry/fintech",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与主营收费补核",
      "summary": "YC金融目录Fire条目自报Team3；每Agent子钱包用于客户工作流。首家LOI/企业接入、客户月交易量150万及潜在年GMV1亿均是商业进展自述。",
      "limitation": "仅核Fire对应条目，不代表遍历578家公司；Agent钱包非自有AI任务证明。客户交易量/机会不当平台净收入，旧MobileCoin融资/估值/收购不迁入Fire，不据目录进展否定官网候补阶段差异。"
    },
    {
      "id": "YCAIRE15-EDGERUN-HOME",
      "companyId": null,
      "title": "Edgerun内部测试与独立验证区分",
      "url": "https://www.edgerun.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与主营收费补核",
      "summary": "官网为穿戴增强硬件，声称降低负重行走用力30—45%，明确标注内部测试、第三方验证进行中；列美国及基辅办公地、合作伙伴/推荐语。",
      "limitation": "内部数据不提升为独立实测，步态传感控制不自动为学习模型。伙伴Logo/推荐语不证明采购或收入；合作伙伴2014成立不迁为本公司成立年，未披露可核售价或实收。"
    },
    {
      "id": "YCAIRE15-EDGERUN-CAREERS",
      "companyId": null,
      "title": "Edgerun招聘与团队/AI缺项",
      "url": "https://www.edgerun.com/careers",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与主营收费补核",
      "summary": "官网列9个开放岗位，涵盖嵌入式、机械、电气、软件、供应链及现场工程，地点美国/基辅；页面未明确学习模型任务。",
      "limitation": "开放岗位不等已聘人数或实际研发支出，也不因未写ML断言没有AI。未读取个人申请或提交信息，当前模型、产品部署规模及现场支持/硬件成本仍缺。"
    },
    {
      "id": "YCAIRE15-EDGERUN-MISSION",
      "companyId": null,
      "title": "Edgerun当前业务与未来愿景分开",
      "url": "https://www.edgerun.com/mission",
      "publishedAt": "2026-08-25",
      "accessedAt": "2026-10-31",
      "kind": "公司自述/YC原始资料与主营收费补核",
      "summary": "署名CEO David Venegas的使命页从当前负重增强硬件出发，展望生命支持等后续应用，页脚Edgerun Industries, Inc.。",
      "limitation": "未来愿景不作已推出产品/AI任务或合同；文中航天成本不是本公司售价，动画图零值不作实测。法人为网站自述，过去LOI与前公司事业不升级为当前收入。"
    },
    {
      "id": "YCAIRE16-TASH-HOME",
      "companyId": null,
      "title": "tash候补、指数收益与平台收入分开",
      "url": "https://tradetash.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料与商业阶段补核",
      "summary": "当前仍为交易卡投资载体份额平台/候补入口，页脚Tash Cards Inc.、Regulation A资格进行中，声称未来证券发行通过注册经纪伙伴；指数收益曲线明确含插值。",
      "limitation": "平台流程与伙伴为公司自述，不证已获资格/可交易/实际监管状态；卡牌估值、市场成交额和指数回报不当自家公司收入，插值曲线非本平台实盘收益。无明确AI模型，未开户/交易或提交候补。"
    },
    {
      "id": "YCAIRE16-TASH-TERMS",
      "companyId": null,
      "title": "tash通用网站条款与证券产品合同区分",
      "url": "https://tradetash.com/terms",
      "publishedAt": "2026-05-20",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料与商业阶段补核",
      "summary": "条款写交易/报价受库存、账户和核验约束，卡牌可能需鉴定/保管；支付和提现可由Stripe等第三方处理，页脚仍证券资格进行中。",
      "limitation": "条款未给可核收费表/净费或实际证券发行文件；存在条款不证明已获许可/上线。第三方支付接入不是平台收入证明，实物托管/鉴定成本与软件订阅不可混算。"
    },
    {
      "id": "YCAIRE16-TASH-RESEARCH",
      "companyId": null,
      "title": "tash资产研究不作为AI或经营实绩",
      "url": "https://tradetash.com/research",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料与商业阶段补核",
      "summary": "署名Tash Cards Inc.的2026年7月行业论文已读论点/数据说明及前半收益比较，讨论认证人口数据库、卡牌分级、指数构造和选择偏差。",
      "limitation": "本次非全文引用逐条复核；数据库查询/筛选不自动证明学习模型，行业研究/外部成交或指数案例不是本公司已管理资产、付费用户或ARR，未把研究预测当产品实绩。"
    },
    {
      "id": "YCAIRE16-KARA-HOME",
      "companyId": null,
      "title": "Kara定制材料供应与当前AI证据缺项",
      "url": "https://www.karalabs.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料与商业阶段补核",
      "summary": "当前官网称内部生长/加工/表征金刚石材料，面向热管理、电子/量子及研究基底，提供定制加工；规格表须NDA，页脚Kara, Inc.。",
      "limitation": "材料应用于AI芯片不等自身AI模型主营；未给公开价格、良率/量产交付、客户付款或订阅，不据版权/Inc.作独立登记。页面文献参数不当当前产品独立测试。"
    },
    {
      "id": "YCAIRE16-KARA-QA",
      "companyId": null,
      "title": "Kara供货规格与询价阶段",
      "url": "https://www.karalabs.ai/questions.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料与商业阶段补核",
      "summary": "官网问答说明研究基底及定制制造按应用/数量/时间和规格询价，具体可用性及规格通过联系、部分NDA提供；指出真实器件仍受制造等限制。",
      "limitation": "询价/NDA入口非已签订单或真实交付规模，材料本征性能不保证整机效果，不能由定制制造推软件ARR或自有AI。未索取NDA资料或联系公司。"
    },
    {
      "id": "YCAIRE16-KARA-SOURCES",
      "companyId": null,
      "title": "Kara材料参考文献与技术等级边界",
      "url": "https://www.karalabs.ai/sources.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料与商业阶段补核",
      "summary": "网站列历史材料/电子学文献，明确参数为本征单晶室温值，真实器件仍有掺杂/晶圆制造等限制；verified/canonical为网站参考文献标签。",
      "limitation": "本次仅核公司引用表和适用说明，未逐条检验DOI/论文实验；文献或verified标签不构成Kara自家材料独立检测、量产批次或自有模型证据。"
    },
    {
      "id": "YCAIRE16-MOLAGRI-HOME",
      "companyId": null,
      "title": "Molagri当前生物农药研发阶段",
      "url": "https://molagri.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料与商业阶段补核",
      "summary": "当前为精准生物农药研发，强调可制造性、农户合作与科学团队，未明确商业AI学习任务；官网列公司/投资者联系和招聘入口。",
      "limitation": "模块化/可编程生物制品不自动归AI模型产品，科学履历/研究论文非商业产品安全或获准销售证明。未记录制备方案，未提交表单；客户合作入口非付费证据。"
    },
    {
      "id": "YCAIRE16-MOLAGRI-FUNDING",
      "companyId": null,
      "title": "Molagri融资币种、轮次与收入归属",
      "url": "https://molagri.com/blog/seed-round/",
      "publishedAt": "2026-10-14",
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料与商业阶段补核",
      "summary": "公司新闻披露种子前轮与种子轮融资合计580万美元/820万加元，Convective领种子轮、Julian领种子前轮；资金拟扩科研团队/R&D，并称已有新多伦多实验室和临时专利申请。",
      "limitation": "580万美元不是单独种子轮金额，USD/CAD为同笔融资两种表述不相加；融资非收入。第一批产品仍未来目标，申请专利不等已授权/监管许可，未独立核资金到账或产品安全。"
    },
    {
      "id": "YCAIRE16-MOLAGRI-CAREERS",
      "companyId": null,
      "title": "Molagri科研招聘与团队成本边界",
      "url": "https://molagri.com/careers/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料与商业阶段补核",
      "summary": "公司列多伦多4类科研岗位及CAD年薪范围，覆盖生物产品研发/测试；可反链YC职位，但招聘页未明确AI模型职责。",
      "limitation": "开放职位不等现有Team4之外已聘人数或实际工资支出，薪资不是收入。不能因招聘无ML认定无AI；未进入实验实施细节，当前学习任务/真实产品收费与农户LOI履约继续待核。"
    },
    {
      "id": "YCAIRE16-AEROGEN-HOME",
      "companyId": null,
      "title": "Aerogen试点硬件与未来工厂方案",
      "url": "https://www.aerogensystems.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料与商业阶段补核",
      "summary": "当前Talos污染控制系统正在半导体设备内试点，CleanPipe整厂集成为后续路线；官网强调单次自家传感曲线及客户氮气成本节省，接入按讨论/现场评估/集成推进。",
      "limitation": "单次厂商曲线非独立多批验证，传感/监测不自动证明AI；客户费用节省与10—100倍比较不是本公司售价或实收。试点收费、硬件/集成/维护成本与规模尚缺。"
    },
    {
      "id": "YCAIRE16-AEROGEN-ABOUT",
      "companyId": null,
      "title": "Aerogen前期研究与公司客户区分",
      "url": "https://www.aerogensystems.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料与商业阶段补核",
      "summary": "官网自述源于两年NASA研究项目，当前由Noah Vogel/Colin Lavery创业并将技术用于芯片制造，Talos仍试点、CleanPipe在路线图。",
      "limitation": "前期NASA研究非当前NASA采购或付费客户，也不自动回推公司成立年/独立技术验证；旧机构/创始人履历不作公司收入，未见明确学习模型任务。"
    },
    {
      "id": "YCAIRE16-AEROGEN-PILOT",
      "companyId": null,
      "title": "Aerogen试点申请不等已售硬件",
      "url": "https://www.aerogensystems.com/pilot-program",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司自述官方资料与商业阶段补核",
      "summary": "试点入口为早期开发申请，计划与客户定义成功标准、在客户环境量测后再决定扩大；未公开收费/保障或付费客户数量。",
      "limitation": "仅入口和计划不证明已签约、交付验收或复购，未填公司/个人资料。须区分试点评估、硬件销售、现场集成及后续运维收入，不据有报名表推ARR。"
    },
    {
      "id": "PHALL25-PAGE",
      "companyId": null,
      "title": "2025 All年度入口首次可见响应",
      "url": "https://www.producthunt.com/leaderboard/yearly/2025/all",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "All是不同于Featured的年度入口；首次可读响应19张有文字链接卡片，含Cloudflare推广及9项原两年38卡未登记产品。另有仅图片Framer位置。",
      "limitation": "仅当前首个公开响应，不是2025全年或2025成立公司名单；卡片顺序、推广、票数可动态变化，不回写10月30日原快照，2026 All另读未登记，分页未取得。"
    },
    {
      "id": "PHALL25-PAGE26",
      "companyId": null,
      "title": "2026 All年度入口的覆盖缺项",
      "url": "https://www.producthunt.com/leaderboard/yearly/2026/all",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "另读2026 All首个响应，19张文字卡片，含Base44 Backend、Acti、Fathom、Tencent EdgeOne、Viktor、Spira、Codity、StoreClaw、PollyReach等原Featured名单外条目。",
      "limitation": "本轮只扩登记2025 All，2026 All逐项主体/成立/与已有公司映射仍待登记；19卡不等19家新公司，Framer两卡共产品链接，推广位与侧栏不当新增公司。"
    },
    {
      "id": "PHALL25-PAGE2-25",
      "companyId": null,
      "title": "2025年度榜单第二页访问限制",
      "url": "https://www.producthunt.com/leaderboard/yearly/2025?page=2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "普通浏览工具尝试page=2 URL未能访问，未取得新增名单。",
      "limitation": "这是浏览工具不可访问，不是网站确认无第二页或HTTP403；不得据未取得结果声称全年/分页穷尽，未绕过访问保护。"
    },
    {
      "id": "PHALL25-PAGE2-26",
      "companyId": null,
      "title": "2026年度榜单第二页访问限制",
      "url": "https://www.producthunt.com/leaderboard/yearly/2026?page=2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "普通浏览工具尝试page=2 URL未能访问，未取得新增名单。",
      "limitation": "仅记录此次访问缺项，不证明分页规则/末页或不存在更多条目；其他公开日期/All/归档入口仍需核，不把动态首屏当全量。"
    },
    {
      "id": "PHALL25-IP-PH",
      "companyId": null,
      "title": "IP Portal产品与Story域名",
      "url": "https://www.producthunt.com/products/ip-portal",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "产品页为Story域IP注册/许可管理Beta，显示2025发布，反链portal.story.foundation。",
      "limitation": "平台发布年非运营者成立年，AI分类标签不证明自身模型；创作者许可/Token交易款非平台软件收入，不执行链上操作或参与争议。"
    },
    {
      "id": "PHALL25-DREAM-PH",
      "companyId": null,
      "title": "Dreamina产品页与CapCut关联",
      "url": "https://www.producthunt.com/products/dreamina",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "产品页为AI图像/创意工具，2025发布并反链dreamina.capcut.com。",
      "limitation": "发布/上榜非独立新公司成立，不把集团或模型供应商收入归该产品，评价与排名非独立性能验证。"
    },
    {
      "id": "PHALL25-WELL-PH",
      "companyId": null,
      "title": "Welltory既有发布记录",
      "url": "https://www.producthunt.com/products/welltory",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "平台同域welltory.com健康分析产品，列2017发布及2025更新。",
      "limitation": "历史足以提示版本更新非新创业，结合官网沿革排范围外；16M用户自述不当付费或收入，也不是医疗效度验证。"
    },
    {
      "id": "PHALL25-LILYS-PH",
      "companyId": null,
      "title": "LilysAI发布与官网关联",
      "url": "https://www.producthunt.com/products/lilysai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "知识资料/研究工具，平台2025发布，反链lilys.ai。",
      "limitation": "发布年份非成立；用户数/评价不作付费或财务证据，当前Readray名称需按官网跳转连续记录不重复公司。"
    },
    {
      "id": "PHALL25-DUIX-PH",
      "companyId": null,
      "title": "DUIX头像云产品页与源码入口",
      "url": "https://www.producthunt.com/products/duix-com",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "平台2025发布，实时多语AI头像云，反链duix.com并提供GitHub入口。",
      "limitation": "未核源码仓库/许可或运行模型，不因开源标签提升公开产物等级；产品发布与版权年不证明公司成立，保留主体年份缺项。"
    },
    {
      "id": "PHALL25-TRUE-PH",
      "companyId": null,
      "title": "TrueFoundry AI Gateway发布与母体",
      "url": "https://www.producthunt.com/products/truefoundry-ai-gateway",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "平台2025发布的模型/MCP/Agent治理网关，指向truefoundry.com/ai-gateway。",
      "limitation": "网关发布不重算公司成立，厂商称生产客户/Agent数量不作付费或ARR，不将客户模型总调用成本全当平台净收入。"
    },
    {
      "id": "PHALL25-VIDAU-PH",
      "companyId": null,
      "title": "VidAU原版与视频更新区分",
      "url": "https://www.producthunt.com/products/vidau",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "同域vidau.ai产品页明确Launched in2024，历史区分2024与2025视频广告产品更新。",
      "limitation": "按2025前既有业务排除，产品历史不替精确法人成立登记；广告效果及客户营收不是本平台收入。"
    },
    {
      "id": "PHALL25-ADA-PH",
      "companyId": null,
      "title": "Ada.im数据分析产品发现",
      "url": "https://www.producthunt.com/products/ada-2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "平台AI数据分析产品反链ada.im，列2025发布。",
      "limitation": "与其他Ada聊天/医疗公司不可按近名合并；发布不证明成立，报表演示/用户好评不当收入或独立正确率验证。"
    },
    {
      "id": "PHALL25-EZ-PH",
      "companyId": null,
      "title": "EasySite产品页当前跳EZsite",
      "url": "https://www.producthunt.com/products/ezsite-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "年度EasySite AI文字链接解析为ezsite-ai产品页，反链ezsite.ai，列2025发布及2025-04-08产品日榜。",
      "limitation": "按同域产品沿革记录，不套用easysite.ai或其他近名网站年份；上线/排名不是公司成立、付费或收入。"
    },
    {
      "id": "PHALL25-IP-SELF",
      "companyId": null,
      "title": "Story官网职位目录的成立线索与读取限制",
      "url": "https://careers.story.foundation/companies/story-foundation-2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "官方职位目录搜索缓存列Story Foundation、story.foundation及2022成立；直达正文此次502。",
      "limitation": "只采用原站缓存字段并明确未读全文；结合IP Portal反链按既有组织暂范围外，法律主体/精确注册和运营链仍缺，不视作独立登记或当前合同/收入验证。"
    },
    {
      "id": "PHALL25-DREAM-HOME",
      "companyId": null,
      "title": "Dreamina当前创意产品范围",
      "url": "https://dreamina.capcut.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "官网为多模型图像/视频创意工具，产品页反链一致，服务条款指向CapCut域Dreamina专用合同。",
      "limitation": "模型名称/功能均厂商描述，未登录生成或独立验证，不按每个功能新建公司，不把可试用等同已付费。"
    },
    {
      "id": "PHALL25-DREAM-TERMS",
      "companyId": null,
      "title": "Dreamina合同运营者",
      "url": "https://www.capcut.com/clause/dreamina-terms-of-service?lang=en&region=US",
      "publishedAt": "2026-01-22",
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "合同运营者自述Bytedance Pte. Ltd.，复用CapCut账号而由Dreamina专用条款约束；产品版本可因地区/设备不同。",
      "limitation": "仅读主体/版本/模型相关段落非完整法律审查；为既有集团产品，不认独立2025公司，子法人注册未独立核，不转移集团收入。"
    },
    {
      "id": "PHALL25-DREAM-GROUP",
      "companyId": null,
      "title": "ByteDance官方历史成立年",
      "url": "https://www.bytedance.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "公司历史称2012年3月由两创始人在北京创办。",
      "limitation": "集团沿革只用于区分既有集团产品，不代表Dreamina上线时间或Bytedance Pte. Ltd.精确注册年；不据集团规模推该产品团队或收入。"
    },
    {
      "id": "PHALL25-WELL-ABOUT",
      "companyId": null,
      "title": "Welltory官方2016沿革",
      "url": "https://welltory.com/about-us",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "官方About页写Since2016及早期发展，沿用相同健康数据分析品牌。",
      "limitation": "据既有业务排除2025—2026新公司，未把产品2017发布当精确公司登记；用户/下载和团队范围为自述，不独立验证医疗效度或收入。"
    },
    {
      "id": "PHALL25-LILYS-HOME",
      "companyId": null,
      "title": "LilysAI转Readray官网连续性",
      "url": "https://lilys.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "原域跳readray.ai/en，明确Readray formerly LilysAI，页脚LilysAI Inc.；当前阅读/摘要/引用和MCP资料库功能。",
      "limitation": "更名非另成立公司，示例市场价格和论文数据非公司经营数；用户及机构Logo不作企业付费证明，当前模型/效果仍厂商描述。"
    },
    {
      "id": "PHALL25-LILYS-PROFILE",
      "companyId": null,
      "title": "LilysAI公司自述成立与历史ARR限制",
      "url": "https://www.linkedin.com/company/lilys-ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "官方主页反链同lilys.ai，列2023成立、首尔、2—10员工；转发创始人旧帖自称跨过1M原$ARR。",
      "limitation": "按2023自述范围外，不因2025发布/Readray更名迁为新公司。旧ARR相对发布日期/截至日、原$币种和口径未核，本轮不新增收入观测；人数范围不取中点，转发非审计。"
    },
    {
      "id": "PHALL25-DUIX-HOME",
      "companyId": null,
      "title": "Duix当前商业头像服务",
      "url": "https://www.duix.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "官网为知识库/声音/头像交互服务，列SDK/API及免费开始，页面称年度套餐暂不可用。",
      "limitation": "免费试用/年包不可用不推零收入，网站版权2025不是成立年；AI医疗等应用只是营销场景，未验证许可/安全或实绩。"
    },
    {
      "id": "PHALL25-DUIX-TERMS",
      "companyId": null,
      "title": "Duix条款页正文缺项",
      "url": "https://www.duix.com/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "Terms URL可读内容仅公共导航/页脚与联系，未取得合同主体及实质条文。",
      "limitation": "不能因条款链接存在声称已核运营者/收费或年份，保留法律主体/成立证据缺项；未绕过/登录。"
    },
    {
      "id": "PHALL25-TRUE-PROFILE",
      "companyId": null,
      "title": "TrueFoundry官方主页2021成立",
      "url": "https://www.linkedin.com/company/truefoundry",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "公司主页链接truefoundry.com，列2021成立及网关/部署平台。",
      "limitation": "按自述旧年排除新成立样本，未独立登记；51—200为范围不作精确团队，公司合规/客户宣传非独立核验，不新增收入。"
    },
    {
      "id": "PHALL25-VIDAU-HOME",
      "companyId": null,
      "title": "VidAU现行视频与营销平台",
      "url": "https://www.vidau.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "原域当前同品牌营销/视频平台，可见自有标识与第三方模型入口、API和价格链接。",
      "limitation": "功能列表/ROI宣传不当独立验证或自有模型全部成立，未逐条检查模型或付费合同；以原2024产品历史排除，不套用近名Vidla/Vidia的主体/财务。"
    },
    {
      "id": "PHALL25-ADA-HOME",
      "companyId": null,
      "title": "Ada.im当前LLM数据任务",
      "url": "https://ada.im/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "官网明确LLM与Agent进行数据清洗、SQL和报告，人工可审阅调整，报告/图表展示为例子。",
      "limitation": "AI任务有厂商描述，但公司成立/法律主体链待核，不归基础模型公司；样本和评价不是独立效度或本公司收入，未上传数据或运行产品。"
    },
    {
      "id": "PHALL25-ADA-TERMS",
      "companyId": null,
      "title": "Ada反链ChartGen/Deep Analysis合同与计费",
      "url": "https://ada.im/docs/termOfService",
      "publishedAt": "2026-01-16",
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "Ada反链条款当前是ChartGen AI/Deep Analysis Pte. Ltd.，商标章节含Ada.im；第三方AI、订阅与积分制，支持退款按未用积分人工核。",
      "limitation": "名称连续增强但不替法人登记/成立年。页面自动续费的两段措辞不同，实际授权/订单须另核；充值/赠送/订阅积分与已实现经常收入分开，未给真实销量/净费。"
    },
    {
      "id": "PHALL25-EZ-HOME",
      "companyId": null,
      "title": "EZsite与EasySite产品连续及商业模式",
      "url": "https://ezsite.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "官网明确launched as EasySite AI及同一2025产品榜单；AI生成应用、托管与第三方集成，月付、BYOK按量和终身方案并列。",
      "limitation": "官网产品上线非公司成立；不套用不同域easysite.ai的2022或EasySite其他运营者年份。终身交易/按量/订阅及外部模型成本拆分，未实际建站。"
    },
    {
      "id": "PHALL25-EZ-PRICE",
      "companyId": null,
      "title": "EZsite价格页模式与金额缺项",
      "url": "https://ezsite.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "价格页可读订阅、一次性终身、BYOK按量及积分不失效等模式说明，本次可读响应未取得带币种的明确金额。",
      "limitation": "仅核模式/对应段落非2529行逐项套餐全文审查；不由缺金额填零或按终身收入年化。推理、托管/域名/加购和实际净费留缺。"
    },
    {
      "id": "PHALL25-EZ-TERMS-ACCESS",
      "companyId": null,
      "title": "EZsite条款读取超时",
      "url": "https://ezsite.ai/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料补核",
      "summary": "官网反链Terms本次浏览读取超时，未取得实质条文。",
      "limitation": "不据时间错误推停业或没有合同；运营者与成立年份仍缺，保留访问缺项，不以第三方对近名产品的日期补齐。"
    },
    {
      "id": "PHALL26-BASE-PH",
      "companyId": null,
      "title": "Base44 Backend对应既有公司",
      "url": "https://www.producthunt.com/products/base44",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "年度Backend卡指向Base44共用产品页与base44.com，页内区分2025原版与2026 Backend发布。",
      "limitation": "新产品/后台服务不另算新公司或复制ARR，关联已有AI056；用户自建应用和同页其他作品不当Base44收入。"
    },
    {
      "id": "PHALL26-ACTI-PH",
      "companyId": null,
      "title": "Acti移动键盘产品发现",
      "url": "https://www.producthunt.com/products/acti-2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "2026发布的意图识别/行动键盘，反链openacti.com。",
      "limitation": "发布年非公司成立，Free平台标签非无商业化；示例操作/用户评价不作实绩，主体年份待核。"
    },
    {
      "id": "PHALL26-FATHOM-PH",
      "companyId": null,
      "title": "Fathom3.0旧产品更新",
      "url": "https://www.producthunt.com/products/fathom",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "同域Fathom会议记录产品，历史列2021原版、2023和2026更新。",
      "limitation": "按既有业务排除新成立样本，精确登记未核；3.0与收购/更名不重置公司年，不迁集团收入。"
    },
    {
      "id": "PHALL26-TENCENT-PH",
      "companyId": null,
      "title": "Tencent EdgeOne Makers对应集团平台",
      "url": "https://www.producthunt.com/products/tencent-edgeone-2",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "Makers卡指向Tencent EdgeOne共页，官网edgeone.ai，2025原发布与2026 Makers更新分开。",
      "limitation": "新托管功能不另算2026公司；AI/智能路由标签不自动代表自有模型，集团收入不归此功能。"
    },
    {
      "id": "PHALL26-VIKTOR-PH",
      "companyId": null,
      "title": "Viktor工作Agent产品发现",
      "url": "https://www.producthunt.com/products/viktor",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "2026发布的Slack/Teams工作Agent，同页评价提原Zeta Labs/Jace团队，官网为viktor.com。",
      "limitation": "推荐者/顾问评价非独立性能或付费验证，不能因产品发布重算公司成立，旧产品与现主体需核。"
    },
    {
      "id": "PHALL26-SPIRA-PH",
      "companyId": null,
      "title": "Spira Maxima与Spira共用产品页",
      "url": "https://www.producthunt.com/products/spira-ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "Maxima卡指向Spira AI，页面列社交内容Agent、2026原发布与Maxima更新，官网spira.ai。",
      "limitation": "一个品牌的多次发布不算多个公司，团队旧大厂履历/展示量非公司收入，成立与独立主体待核。"
    },
    {
      "id": "PHALL26-CODITY-PH",
      "companyId": null,
      "title": "Codity代码智能产品发现",
      "url": "https://www.producthunt.com/products/codity",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "2026平台发布，反链codity.ai，代码上下文/评审智能工具。",
      "limitation": "发布非成立，评论/票数非实际ARR或独立技术测试，不与codity.tech/codity.lt近名公司合并。"
    },
    {
      "id": "PHALL26-STORE-PH",
      "companyId": "AI105",
      "title": "StoreClaw电商AI Agent发现",
      "url": "https://www.producthunt.com/products/storeclaw",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "平台反链storeclaw.ai，电商数据分析、建议与用户批准后执行任务。",
      "limitation": "产品发布不单独证成立，官网独立About及条款另补；平台免费选项与顾客店铺销售不作平台收入。"
    },
    {
      "id": "PHALL26-POLLY-PH",
      "companyId": null,
      "title": "PollyReach个人电话Agent发现",
      "url": "https://www.producthunt.com/products/pollyreach",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "产品反链pollyreach.ai，个人电话预约/接听/转录等AI任务。",
      "limitation": "2026平台发布不是公司成立；Free标签不等零收入或电话成本，未拨号/开户/下单。"
    },
    {
      "id": "PHALL26-ACTI-HOME",
      "companyId": null,
      "title": "Acti当前多端任务软件",
      "url": "https://openacti.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "官网由移动键盘扩至桌面/语音、连接工具和可复用Acts行动，列安装和媒体入口。",
      "limitation": "仅读产品/页脚相关段落非1277行完整逐项核查；下载/Skills榜单非付费，旧Facemoji或媒体提及不作公司收入/成立证明。"
    },
    {
      "id": "PHALL26-ACTI-TERMS",
      "companyId": null,
      "title": "Acti TypeX合同与第三方模型/收费",
      "url": "https://openacti.com/terms/",
      "publishedAt": "2026-10-02",
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "条款运营者TypeX Limited及关联方，AI任务依赖第三方LLM；含免费与付费订阅、内部Credits，月AI额度不结转，价格购买前展示。",
      "limitation": "自述主体不替注册或成立年，PH Free不推全部免费；含推理/商店渠道成本，未给实际收入，未安装产品/连接账户。"
    },
    {
      "id": "PHALL26-FATHOM-HOME",
      "companyId": null,
      "title": "Fathom会议知识服务连续性",
      "url": "https://www.fathom.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "同域当前会议记录/摘要与对话知识查询，个人/团队产品和价表入口，与平台旧发布连续。",
      "limitation": "当前3.0功能/集团关系不当新公司年，未验证采集效果或已付费人数；会议客户收入/所节省时间非平台收入。"
    },
    {
      "id": "PHALL26-TENCENT-HOME",
      "companyId": null,
      "title": "EdgeOne Makers为现平台组成",
      "url": "https://edgeone.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "Tencent EdgeOne官网将Makers列为Edge Developer Platform， alongside边缘函数、网络安全及加速服务。",
      "limitation": "平台新增功能非独立公司，未逐项核云套餐/AI模型，免费额度或用户部署应用收入不当腾讯该产品ARR。"
    },
    {
      "id": "PHALL26-TENCENT-GROUP",
      "companyId": null,
      "title": "腾讯官方公司沿革",
      "url": "https://www.tencent.com/en-us/about.html.html",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "腾讯官方About自述1998成立、深圳总部，集团提供云及企业服务。",
      "limitation": "集团沿革用于排新公司，不替具体承约子法人精确登记，集团规模/收入不转移Makers。"
    },
    {
      "id": "PHALL26-VIKTOR-HOME",
      "companyId": null,
      "title": "Viktor当前企业工作Agent",
      "url": "https://viktor.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "官网为Slack/Teams中的AI员工、共享上下文和执行工具，列大量团队使用自述。",
      "limitation": "团队使用/客户Logo不等付费或独立效度，演示中的签约金额/报表不是自身收入；不执行外部操作。"
    },
    {
      "id": "PHALL26-VIKTOR-TERMS",
      "companyId": null,
      "title": "Viktor Zeta AI合同主体",
      "url": "https://viktor.com/legal/general-terms",
      "publishedAt": "2026-07-31",
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "现行通用条款承约自述为Delaware Zeta AI Inc.，商业名Viktor；trust反链zetalabs.ai。",
      "limitation": "合同主体与2024 Zeta Labs发布增强业务沿革，但法律实体转换/登记未核；不以2026产品上线算新创业。仅读主体/版本相关段落。"
    },
    {
      "id": "PHALL26-VIKTOR-PRICE",
      "companyId": null,
      "title": "Viktor工作区订阅与额度分开",
      "url": "https://viktor.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "Team原$100/月含40000每月共享积分，按工作区非人头；月积分可结转一个月，试用/赠额不失效，可额外充值，称模型工作来自第三方。",
      "limitation": "原$币种及实际订单另核，赠送额度非现金/收入。月套餐/充值/模型成本需拆分，演示客户订单和76K使用团队不推平台ARR。"
    },
    {
      "id": "PHALL26-VIKTOR-HISTORY",
      "companyId": null,
      "title": "Zeta Labs2024原始发布与旧年冲突",
      "url": "https://www.prnewswire.com/news-releases/zeta-labs-raises-2-9m-pre-seed-funding-launches-jace---first-ai-agent-capable-of-complex-task-completion-302171252.html",
      "publishedAt": "2024-06-13",
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "Zeta Labs公司稿称2024成立、Fryderyk Wiatrowski/Peter Albert推出JACE并融资290万，2025前已有Agent事业；现Viktor通用条款反链Zeta。",
      "limitation": "公司稿是自述非独立新闻/登记，与行业会议目录2023字段不同，两者均非本次新公司期；主体转换仍缺，不将融资/旧功能/收入迁当前产品。"
    },
    {
      "id": "PHALL26-SPIRA-HOME",
      "companyId": null,
      "title": "Spira生成发布软件与未定稿页面",
      "url": "https://spira.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "当前生成/发布社交内容Agent与第三方模型入口，电商模式标Soon，FAQ有Placeholder及确认真实工作流后上线字样。",
      "limitation": "明确AI任务但实际功能/当前可交付性需逐项核，页面占位不证明产品全未上线或停业；创始人旧团队/展示量不作ARR，成立待原始证据。"
    },
    {
      "id": "PHALL26-SPIRA-TERMS",
      "companyId": null,
      "title": "Spira创作者平台合同与净费",
      "url": "https://spira.ai/terms-of-service",
      "publishedAt": "2026-07-26",
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "条款生效2026-01-01，更新7月26；称Spira AI为连接品牌与创作者平台，列订阅、活动预算/创作者佣金及平台费，预算托管后付创作者。",
      "limitation": "未给清晰法人名/成立登记，条款与当前自主内容产品的适用版本待核；广告预算/创作者佣金非全部平台收入，不能按条款日期补公司成立年。仅读主体/收费相关段落。"
    },
    {
      "id": "PHALL26-CODITY-HOME",
      "companyId": null,
      "title": "Codity当前AI代码评审任务",
      "url": "https://codity.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "官网明确AI评审/修复/上下文和安全扫描，CLI/插件及模型评估入口。",
      "limitation": "未运行CLI/扫描/渗透测试或独立评测，客户案例/合规Logo非独立验证；产品AI任务明确但成立/旧业务链待核。"
    },
    {
      "id": "PHALL26-CODITY-ABOUT",
      "companyId": null,
      "title": "Codity美国与印度运营者",
      "url": "https://codity.ai/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "官网创始人Chaitanya Tyagi/Shree Iyengar，列Ekaha Labs Inc.美国及Ekaha Labs Private Limited印度办公地。",
      "limitation": "法人与办公地来自公司自述非独立登记，不重复计两个公司，不由地址/版权推成立年，团队无可核精确人数。"
    },
    {
      "id": "PHALL26-CODITY-TERMS",
      "companyId": null,
      "title": "Codity合同历史及第三方依赖",
      "url": "https://codity.ai/terms-and-conditions",
      "publishedAt": "2025-11-25",
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "条款列Codity服务、同美印Ekaha主体，依赖OpenAI/Anthropic/xAI等上游服务，企业SLA按签约另定。",
      "limitation": "文档日期不作成立；上游模型依赖非自研基础模型，SLA目标不当实测，不执行自动扫描/benchmark。"
    },
    {
      "id": "PHALL26-CODITY-PRICE",
      "companyId": null,
      "title": "Codity席位年付与一次性服务",
      "url": "https://codity.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "Basic原$40/席位/月实年收480，Premium60/月实年收720；Codity One按年定制；一次性扫描/评估不续费。",
      "limitation": "月等效报价非实际月收入，年付预收/一次性作业与ARR分开，ROI计算器为客户假设节省，不作自家公司收入；原$币种/实际合同待核。"
    },
    {
      "id": "PHALL26-CODITY-PROFILE",
      "companyId": null,
      "title": "Codity公司自报2025与团队范围",
      "url": "https://www.linkedin.com/company/ekahalabs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "官方主页名Codity、链接codity.ai，列2025成立、11—50员工，成员含同官网Chaitanya。",
      "limitation": "成立为自述非登记，范围不取中点。与Dealroom2024及不同创始字段待消歧，不无视早期业务线索或套用其他近名Codity年。"
    },
    {
      "id": "PHALL26-CODITY-DR",
      "companyId": null,
      "title": "Codity目录年份/创始差异",
      "url": "https://app.dealroom.co/companies/codity_ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "原站搜索缓存列codity.ai、2024及Shree Varshan/Shakti Singh；当前公司主页2025与官网创始人名称不同，直达Cache miss。",
      "limitation": "仅缓存字段不声称全文已读；可能记录版本/主体差异未确认，不据同域默认错误或直接并表，主体沿革和2025成立仍待核。"
    },
    {
      "id": "PHALL26-STORE-HOME",
      "companyId": "AI105",
      "title": "StoreClaw电商任务和用户边界",
      "url": "https://www.storeclaw.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "当前官网为电商数据/库存、商品与广告、内容/店铺任务AI Agent；自报10万用户、2000卖家及合作。",
      "limitation": "用户/商户销售与客户ROI不当StoreClaw付费或收入，Logo非合同，未验证24小时自主与产出效度；只属厂商描述。"
    },
    {
      "id": "PHALL26-STORE-ABOUT",
      "companyId": "AI105",
      "title": "StoreClaw官方成立年",
      "url": "https://www.storeclaw.ai/about/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "官网About明确2026 FOUNDED，电商AI任务、Skills/连接器与定时自动化，反链同一官网。",
      "limitation": "2026为公司自述非版权推断，精确法人登记及旧业务沿革未独立核；模块数量不当实际付费/独立测试。"
    },
    {
      "id": "PHALL26-STORE-TERMS",
      "companyId": "AI105",
      "title": "StoreClaw主体、第三方LLM与美元订阅",
      "url": "https://www.storeclaw.ai/terms/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "条款自述Delaware StoreClaw Inc.，LLM由第三方提供，用户授权电商操作；套餐默认USD、循环扣款、退款例外另定。",
      "limitation": "仅读主体/AI/授权/收费相关章节，非完整法律审查/安全背书。第三方推理和连接器支持成本需核；合同存在不证已售，未登记核验或操作商店。"
    },
    {
      "id": "PHALL26-STORE-PRICE",
      "companyId": "AI105",
      "title": "StoreClaw分层月费和积分额度",
      "url": "https://www.storeclaw.ai/pricing/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "月付Pro19.9/Max39.9/Ultra199.9，结合条款默认USD；每月6000/12000/60000积分，另日刷额度/注册赠额和充值。",
      "limitation": "是报价非实收，不以10万用户乘套餐估ARR。FAQ仍称Starter/Pro而价卡Pro/Max/Ultra，适用版本/订单待核；广告花费和客户店铺交易额不作平台净费。"
    },
    {
      "id": "PHALL26-POLLY-HOME",
      "companyId": null,
      "title": "PollyReach官网当前正文不可读",
      "url": "https://pollyreach.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "本次官网浏览只返回标题，无可读正文；普通terms路径亦浏览工具不可访问。",
      "limitation": "不声称当前产品/价表完整已读，不据不可读推停业/无收入；保留成立/运营者缺项，不绕过访问。"
    },
    {
      "id": "PHALL26-POLLY-TERMS",
      "companyId": null,
      "title": "PollyReach测试域合同适用限制",
      "url": "https://web-test.pollyreach.ai/terms_of_service.html",
      "publishedAt": "2026-03-20",
      "accessedAt": "2026-10-31",
      "kind": "产品发布平台/公司原始资料与主体补核",
      "summary": "公开测试子域条款称PollyReach及关联方，列订阅/积分、Stripe支付和用户授权任务；未给清晰法人全名。",
      "limitation": "测试域是否当前正式合同待核，生效日期非成立年。平台Free标签不推无付费，充值/订阅和电话/第三方成本需分，条款合规说法不当法律审查；未实际通话。"
    },
    {
      "id": "SACRA1-DIRECTORY",
      "companyId": null,
      "title": "Sacra公开公司目录可读范围",
      "url": "https://sacra.com/explore/companies/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公开研究目录/公司与投资方原始资料核查",
      "summary": "从公司档案Companies链接确认实际目录入口，当前公开响应只有筛选输入和通用导航，未取得公司结果行。",
      "limitation": "不能据搜索四个目标当全站名单或两年筛选全集；/companies不可访问和/c/404不代表无公司。不登录、绕过或调用私有接口，本批仅定向个案。"
    },
    {
      "id": "SACRA1-GIMLET-SACRA",
      "companyId": null,
      "title": "Gimlet目录成立与资金字段冲突",
      "url": "https://sacra.com/c/gimlet-labs/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公开研究目录/公司与投资方原始资料核查",
      "summary": "当前页首成立2023、Funding9200万，正文成立2025、融资累计3.92亿，并列2025公开发布/2026后续轮次。",
      "limitation": "同页字段明显未对齐，不能选新年入表或将融资当收入；资金截至日/轮次可能不同，未取得方法底表，不据此推公司造假。按投资方原始成立补核。"
    },
    {
      "id": "SACRA1-GIMLET-HOME",
      "companyId": null,
      "title": "Gimlet当前推理平台与Agent内核项目",
      "url": "https://gimletlabs.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公开研究目录/公司与投资方原始资料核查",
      "summary": "官网为推理/调度平台与kforge Agent生成内核项目，反链各产品、研究和文档。",
      "limitation": "AI任务明确，但新项目/公开发布不重置公司成立；模型/效率宣传未独立验证，不执行代码或把客户计算节省当收入。"
    },
    {
      "id": "SACRA1-GIMLET-ECLIPSE",
      "companyId": null,
      "title": "Gimlet投资方2023成立原始资料",
      "url": "https://eclipse.capital/companies/Gimlet",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公开研究目录/公司与投资方原始资料核查",
      "summary": "投资方Eclipse列Gimlet Founded Year2023、同官网和五创始人，称2025年10月出隐身及2026融资。",
      "limitation": "成立为投资方自述非独立登记；2025公开发布非公司创立。八位数revenues未给口径/财务截至日，不补ARR或计入新公司样本；投资者有利益关系。"
    },
    {
      "id": "SACRA1-GIMLET-LAUNCH",
      "companyId": null,
      "title": "Gimlet2025公开发布不等成立",
      "url": "https://gimletlabs.ai/blog/introducing-gimlet-labs",
      "publishedAt": "2025-10-22",
      "accessedAt": "2026-10-31",
      "kind": "公开研究目录/公司与投资方原始资料核查",
      "summary": "公司公开介绍推理系统，原文署名与投资方同团队，描述此前已构建的基础设施/研究。",
      "limitation": "这是公开发布而非2025成立证明；性能和商业进展自述非独立评测或实收底表，按投资方2023归范围外并保留目录冲突。"
    },
    {
      "id": "SACRA1-GI-SACRA",
      "companyId": "AI106",
      "title": "General Intuition目录与融资非收入",
      "url": "https://sacra.com/c/general-intuition/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公开研究目录/公司与投资方原始资料核查",
      "summary": "目录列2025成立、世界/动作模型研究，正文列种子/后续融资及Medal关联背景，指向generalintuition.com。",
      "limitation": "目录融资数与官网过去一年融资口径可能不同，不相加或当收入；模型能力追原始产物，成立另以公司主页核，目录地点不作精确运营地。"
    },
    {
      "id": "SACRA1-GI-HOME",
      "companyId": "AI106",
      "title": "General Intuition当前世界模型与商业API阶段",
      "url": "https://www.generalintuition.com/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公开研究目录/公司与投资方原始资料核查",
      "summary": "官网明确世界/动作模型研究、MIRA与Kyutai/Epic合作；称少量游戏/仿真/机器人合作方已接商业API，其余候补。称过去一年募资超过6.5亿原$。",
      "limitation": "商业API/合作方不证明已付费或收入，募资非ARR；Medal上传量与旧业务不能归新公司收入。MIRA实时/任务效果为厂商描述，公开研究与产品合同分开。"
    },
    {
      "id": "SACRA1-GI-TERMS",
      "companyId": "AI106",
      "title": "General Intuition网站运营者与Medal业务边界",
      "url": "https://www.generalintuition.com/terms",
      "publishedAt": "2026-06-25",
      "accessedAt": "2026-10-31",
      "kind": "公开研究目录/公司与投资方原始资料核查",
      "summary": "网站条款自述General Intuition US Inc.运营，仅管营销网站，明确不管Medal平台/服务；研究和招聘信息非承诺。",
      "limitation": "网站条款不是商业API/模型服务合同，法律登记/集团与Medal转移安排未独立核。关联数据资源不等所有权/许可已审计，不合并旧平台财务。"
    },
    {
      "id": "SACRA1-GI-PROFILE",
      "companyId": "AI106",
      "title": "General Intuition官方自报2025成立",
      "url": "https://www.linkedin.com/company/generalintuition/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公开研究目录/公司与投资方原始资料核查",
      "summary": "官网反链公司主页列2025成立、同域名及模型使命；公司规模范围11—50，另有可见成员列表。",
      "limitation": "成立是公司自述非独立登记；规模范围/成员列表口径不等精确现员数，不取中点或按招聘反推，精确地点/集团沿革待核。"
    },
    {
      "id": "SACRA1-GI-CODE",
      "companyId": "AI106",
      "title": "MIRA官方代码产物与未运行限制",
      "url": "https://github.com/mira-wm/mira",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公开研究目录/公司与投资方原始资料核查",
      "summary": "General Intuition官网直接反链MIRA公开仓库，README同名报告、作者合作方反链，提供源目录、配置与评估入口，列Apache2.0。",
      "limitation": "仅阅读仓库/README与导航，不运行/下载模型或核实验；公开代码支持public-artifact级，不提升独立测试。许可标签不替全部权重/数据商用授权核查，MIRA成绩非整个公司能力。"
    },
    {
      "id": "SACRA1-PEEC-SACRA",
      "companyId": "AI055",
      "title": "Peec估算、同比分母与原始披露区分",
      "url": "https://sacra.com/c/peec/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公开研究目录/公司与投资方原始资料核查",
      "summary": "Sacra明确估算2026年8月ARR1500万美元，并以5月1000万/2500客户推ARPU；页首地点写Berlin,United States。",
      "limitation": "复述既有O066估算不新增独立观测或确定财务日。客户是否全部付费未证，算术ARPU不作已验证单客收入；地点字段不照抄，估算方法/底表仍缺。"
    },
    {
      "id": "SACRA1-PEEC-ORIGINAL",
      "companyId": "AI055",
      "title": "Peec公司稿与Sacra派生指标对应",
      "url": "https://www.globenewswire.com/news-release/2026/05/28/3303009/0/en/peec-ai-hits-10m-arr-16-months-after-launch-as-brands-race-to-optimize-for-ai-search.html",
      "publishedAt": "2026-05-28",
      "accessedAt": "2026-10-31",
      "kind": "公开研究目录/公司与投资方原始资料核查",
      "summary": "公司稿称ARR超过1000万原$、客户超过2500、2025年1月成立；客户及增长分母是公司描述。",
      "limitation": "公告/相对里程碑不是精确财务截至日；超过金额与超过人数不推出精确ARPU。此前观测保留，不新增收入，不借Sacra派生算术把原稿变独立财务核验。"
    },
    {
      "id": "SACRA1-BASE-SACRA",
      "companyId": "AI056",
      "title": "Base44目录估算与收购后指标",
      "url": "https://sacra.com/c/base44/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公开研究目录/公司与投资方原始资料核查",
      "summary": "Sacra明确估算8月ARR2亿，目录列2025成立及被Wix收购，并复述历次ARR里程碑/用户及积分模式。",
      "limitation": "不把重复里程碑作为新增独立财务观测，也不将收购金额当估值之外的收入；付费率、分部净收入与估算底表未获，母公司及产品用户分开。"
    },
    {
      "id": "SACRA1-BASE-SEC",
      "companyId": "AI056",
      "title": "Base44所属集团财务定义与毛利预期",
      "url": "https://www.sec.gov/Archives/edgar/data/1576789/000162828026052108/secondquarter2026results.htm",
      "publishedAt": "2026-08-04",
      "accessedAt": "2026-10-31",
      "kind": "公开研究目录/公司与投资方原始资料核查",
      "summary": "复核WixQ2附件相关段落：集团期末ARR和分部收入、Base44计算/推理成本及下半年约60%非GAAP毛利预期；定义纳含Base44的订阅MRR年化。",
      "limitation": "仅读相关财务/定义段落；集团数字不是Base44独立经营收入，预测不是已实现毛利，不将Sacra估算与管理层预期视独立审计。没有新增或重定旧财务金额/日期。"
    },
    {
      "id": "ADA1-REGISTRY",
      "companyId": "AI107",
      "title": "Deep Analysis官方注册记录",
      "url": "https://data.gov.sg/api/action/datastore_search?resource_id=d_acbc938ec77af18f94cecc4a7c9ec720&q=202524428Z&limit=5",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料与官方注册补核",
      "summary": "ACRA公开接口唯一记录：DEEP ANALYSIS PTE. LTD.，UEN202524428Z，2025-06-04注册，Live Company。",
      "limitation": "仅读登记字段；董事3名不是员工，登记地址不等实际办公室，注册日不等产品首发或实际经营起点；数据集按月更新。"
    },
    {
      "id": "ADA1-TERMS",
      "companyId": "AI107",
      "title": "Ada与ChartGen同一条款主体",
      "url": "https://ada.im/docs/termOfService",
      "publishedAt": "2026-01-16",
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料与官方注册补核",
      "summary": "条款列Deep Analysis Pte. Ltd.，并将ChartGen、Ada.im与Deep Analysis列为公司商标；服务为AI数据分析应用。",
      "limitation": "名称与官方登记匹配，但条款未印UEN；不合并加拿大Ada客服等近名公司。自动续费条款表述需以实际订单核，商标自述非独立商标查册。"
    },
    {
      "id": "ADA1-HOME",
      "companyId": "AI107",
      "title": "Ada当前数据分析产品",
      "url": "https://ada.im/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料与官方注册补核",
      "summary": "官网描述LLM/Agent清洗数据、SQL与报告；提供文件上传和多源连接，文档转ChartGen。",
      "limitation": "未上传或运行产品；消除幻觉/企业级等宣传不作效果实证，评价人数不作付费规模。"
    },
    {
      "id": "ADA1-DOCS",
      "companyId": "AI107",
      "title": "ChartGen同域文档与应用范围",
      "url": "https://ada.im/docs",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料与官方注册补核",
      "summary": "同域介绍ChartGen的数据与文档报告、词汇表及技能功能，给出业务指标分析示例。",
      "limitation": "示例收入增长不是公司实际经营结果；工具名称变化不新增另一家公司，首次业务及资产沿革仍待核。"
    },
    {
      "id": "ADA1-BILLING",
      "companyId": "AI107",
      "title": "ChartGen积分与订阅规则",
      "url": "https://ada.im/docs/billingFAQ",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料与官方注册补核",
      "summary": "计费文档区分日票、月订阅/邀请、补充积分与免费额度，购买积分三个月失效；订阅可取消续费，原价格跳转billing。",
      "limitation": "未取得可读完整价格或合同订单；积分/免费试用/邀请奖励不等已付费收入，名义额度和退款约束不推续费或毛利。"
    },
    {
      "id": "ADA1-API",
      "companyId": "AI107",
      "title": "ChartGen API与Dify连接说明",
      "url": "https://ada.im/docs/api",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料与官方注册补核",
      "summary": "文档提供API Key服务及Dify集成，按积分计费、可设每Key月限额。",
      "limitation": "只读文档，不生成Key、不执行API或插件；接口说明非独立质量测试，不提升公开代码或独立实测等级。"
    },
    {
      "id": "ADA1-PRICE-ACCESS",
      "companyId": "AI107",
      "title": "ChartGen现价入口可读缺项",
      "url": "https://chartgen.ai/billing",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料与官方注册补核",
      "summary": "从官方计费FAQ打开价格入口，公开响应只有跟踪iframe，无套餐价格正文。",
      "limitation": "不以旧目录价格替当前值，不登录或下单；确切币种、价格和付费分母仍缺。"
    },
    {
      "id": "ENTITY2-DUIX-FILING",
      "companyId": null,
      "title": "硅基智能申请稿中的成立与DUIX沿革",
      "url": "https://www1.hkexnews.hk/app/sehk/2026/108560/documents/sehk26052101521.pdf",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料/公开代码许可与主体沿革补核",
      "summary": "申请稿定义及历史章列2017-08-08成立、2025-02-18股份制转换，历史章列2022年6月GJ DUIX平台及2024年11月DUIX ONE。",
      "limitation": "只读定义/历史及相关业务段落，不代表全稿审阅；股份制转换不重置成立年。稿件明确未定稿，未见duix.com域名对应，不直接确认当前海外签约主体或把集团财务归新产品。"
    },
    {
      "id": "ENTITY2-DUIX-ABOUT",
      "companyId": null,
      "title": "DUIX官网研究与海外团队自述",
      "url": "https://www.duix.com/about",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料/公开代码许可与主体沿革补核",
      "summary": "官网称数字人研究实验室，在新加坡设国际团队并列投资方，但无成立年或清晰签约法人。",
      "limitation": "专利/投资方/海外支持自述不证明新加坡新创业或独立技术领先；与集团旧业务的资产/合同链仍缺。"
    },
    {
      "id": "ENTITY2-DUIX-CODE",
      "companyId": null,
      "title": "DUIX旧仓库入口重定向及现官方反链",
      "url": "https://github.com/GuijiAI/duix.ai",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料/公开代码许可与主体沿革补核",
      "summary": "原GuijiAI/duix.ai重定向duixcom/Duix-Mobile，README反链duix.com并提供Android/iOS代码目录及SDK说明。",
      "limitation": "仅阅读公开文件与导航，未执行/下载模型；重定向支持项目延续线索不证明法人成立/资产转让。公开代码非独立效果测试，延迟宣传不作实测。"
    },
    {
      "id": "ENTITY2-DUIX-LICENSE",
      "companyId": null,
      "title": "DUIX代码许可中的商用限制",
      "url": "https://raw.githubusercontent.com/duixcom/Duix-Mobile/main/LICENSE",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料/公开代码许可与主体沿革补核",
      "summary": "现LICENSE为社区许可，要求署名，使用方或关联产品月活超过1000涉及另行许可授权。",
      "limitation": "仅记原文限制用于商业模式评估，非法律意见或许可审计。不能把公开仓库等同无条件免费商用；许可中的主体表述不替注册核验。"
    },
    {
      "id": "ENTITY2-DUIX-DOCS",
      "companyId": null,
      "title": "DUIX云API分钟与免费额度",
      "url": "https://docs.duix.com/documentation/introduction",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料/公开代码许可与主体沿革补核",
      "summary": "官网SDK文档区分云API会话分钟、付费套餐及免费额度，并反链官方公司主页及GitHub组织。",
      "limitation": "云API计费与本地SDK许可分开；没有调用API或创建Key，免费API可用不等无付费或零收入。"
    },
    {
      "id": "ENTITY2-DUIX-PROFILE",
      "companyId": null,
      "title": "DUIX官方主页未列成立年",
      "url": "https://www.linkedin.com/company/duixavatar",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料/公开代码许可与主体沿革补核",
      "summary": "官方文档反链主页同域名，列新加坡、11—50规模范围与可见成员，未列Founded。",
      "limitation": "Public Company自报字段未核上市身份，不据此当上市公司；范围/成员非精确员工，地点/相对发布日不补成立年。不同Smart Intelligence近名主页不直接合并。"
    },
    {
      "id": "ENTITY2-DUIX-TERMS-ACCESS",
      "companyId": null,
      "title": "DUIX条款仍仅导航外壳",
      "url": "https://www.duix.com/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料/公开代码许可与主体沿革补核",
      "summary": "本次再读条款只见计划提示、导航和页脚，未获正文签约主体。",
      "limitation": "旧集团与当前网站法律关系继续缺，网页版权/产品发布年非新公司成立证据。"
    },
    {
      "id": "ENTITY2-EZ-TERMS-CACHE",
      "companyId": null,
      "title": "EZsite条款缓存中的运营者与收费",
      "url": "https://ezsite.ai/terms-of-service",
      "publishedAt": "2025-03-07",
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料/公开代码许可与主体沿革补核",
      "summary": "搜索缓存正文称New Oaks LLC运营EZsite、服务含ezsite.ai，付款须美元；还含Paste/Paper应用措辞。",
      "limitation": "直接打开仍超时，仅缓存可读；不把模板措辞或缓存日期当精确注册/最新有效合同。退款/定价应核实际订单，NewOaks AI与LLC对应仍需原始登记。"
    },
    {
      "id": "ENTITY2-EZ-HOME",
      "companyId": null,
      "title": "EZsite同域更名与NewOaks嵌入",
      "url": "https://ezsite.ai/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料/公开代码许可与主体沿革补核",
      "summary": "当前官网确认原EasySite AI并列2025发布，页脚嵌入www.newoaks.ai。",
      "limitation": "更名、产品发布与共用组件不是公司成立证明；只说明业务关联线索，不套近名网站或Newo.ai公司信息。"
    },
    {
      "id": "ENTITY2-EZ-LTD",
      "companyId": null,
      "title": "EZsite终身方案与创始团队自述",
      "url": "https://ezsite.ai/ltd/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料/公开代码许可与主体沿革补核",
      "summary": "FAQ称CEO Ray Luan及MRR增长；终身方案、一次赠送额度、BYOK另列，并给30日退款说法。",
      "limitation": "无MRR金额/财务截至日不增观测。终身一次性销售/赠送不能年化ARR；与缓存条款7日退款存在版本/方案差异待核，不据此判欺诈。"
    },
    {
      "id": "ENTITY2-NEWOAKS-TERMS",
      "companyId": null,
      "title": "NewOaks既有服务条款日期",
      "url": "https://www.newoaks.ai/terms",
      "publishedAt": "2023-03-02",
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料/公开代码许可与主体沿革补核",
      "summary": "官网条款标2023-03-02修改，运营者写NewOaks AI及订阅/API服务。",
      "limitation": "页面日期是自述旧服务线索，不是法人登记；未给New Oaks LLC完整注册号，不能仅同名将EZsite归入旧主体。"
    },
    {
      "id": "ENTITY2-NEWOAKS-HISTORY",
      "companyId": null,
      "title": "NewOaks公司文章明确2023业务",
      "url": "https://www.newoaks.ai/blog/zendesk-alternatives-newoaks-ai-2025/",
      "publishedAt": "2025-02-26",
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料/公开代码许可与主体沿革补核",
      "summary": "原站文章署Ray，描述平台从房地产拓至其他行业的业务在2023年底已存在。",
      "limitation": "仅读相关沿革段落，不认可营销效果比较为独立测试；文章自述旧业务与EZsite实际主体/资产链仍需对应，不转移旧公司收入。"
    },
    {
      "id": "ENTITY2-NEWOAKS-LETTER",
      "companyId": null,
      "title": "NewOaks2024经营回顾与网页日期差异",
      "url": "https://www.newoaks.ai/blog/2025visionletter/",
      "publishedAt": null,
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料/公开代码许可与主体沿革补核",
      "summary": "原站信件回顾2024业务，正文署CEO Ray Luan及2024-12-31；页首2024-12-30而其他缓存显示2026。",
      "limitation": "保留页面/正文/索引日期差异，不择一当成立或财务日；经营回顾支持旧业务，不证明LLC登记或新旧产品资产转移。"
    },
    {
      "id": "ENTITY2-EZ-PRIVACY",
      "companyId": null,
      "title": "EZsite隐私页品牌与合同完整性",
      "url": "https://ezsite.ai/privacy-policy",
      "publishedAt": "2025-03-07",
      "accessedAt": "2026-10-31",
      "kind": "公司原始资料/公开代码许可与主体沿革补核",
      "summary": "隐私正文以EZsite及ezsite.ai为服务定义，提供美国数据处理描述，页首仍显示产品介绍。",
      "limitation": "隐私生效日不等成立；未提供可独立核验的完整注册信息，不把处理地点当办公室。多个页面的价格片段不替当前完整套餐/合同。"
    },
    {
      "id": "TIME1-TRELLIS-TIME",
      "companyId": "YC31372",
      "title": "Trellis网页更新日与财务截至日重新核对",
      "url": "https://www.trellistech.com/ai-info",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "经营时点及来源可读范围复核",
      "summary": "页面标Last updated August24,2026，另列ARR原$600K+、45+客户及4000+房源，没有说明这些经营指标的精确截至日。",
      "limitation": "更新日仅作为页面元数据，不再填observedAt或当客户/房源统计日。保留金额/下界/原$与不同来源，实施费、付费分母及独立财务仍未核。"
    },
    {
      "id": "TIME1-BASE-Q4-TIME",
      "companyId": "AI056",
      "title": "Base44一亿ARR的近期措辞",
      "url": "https://www.wix.com/press-room/home/post/wix-reports-fourth-quarter-and-full-year-2025-results",
      "publishedAt": "2026-03-04",
      "accessedAt": "2026-11-01",
      "kind": "经营时点及来源可读范围复核",
      "summary": "原公告称Base44 recently reached一亿ARR，没有给精确业务截至日；2025季度标题不代表该里程碑截至2025年末。",
      "limitation": "只复核相关段落，不作全篇财务审阅；近期不能填公告日或季度末，不新增重复里程碑，集团财务不移作产品独立数据。"
    },
    {
      "id": "TIME1-BASE-Q1-TIME",
      "companyId": "AI056",
      "title": "Base44五月ARR时间精度与集团季度末分开",
      "url": "https://www.globenewswire.com/news-release/2026/05/13/3293644/0/en/Wix-Reports-First-Quarter-2026-Results.html",
      "publishedAt": "2026-05-13",
      "accessedAt": "2026-11-01",
      "kind": "经营时点及来源可读范围复核",
      "summary": "Base44约1.5亿ARR写as of May；同公告另列Wix集团一季度末总ARR。",
      "limitation": "月级业务时点保留，不猜月首/月末/公告日，也不借集团季度末给Base44补日期；金额近似及原观测身份保持，非新增财务点。"
    },
    {
      "id": "TIME1-SACRA-ACCESS",
      "companyId": null,
      "title": "Sacra公开目录仍未取得公司行",
      "url": "https://sacra.com/explore/companies/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "经营时点及来源可读范围复核",
      "summary": "浏览工具仍只返回筛选外壳；普通公开HTTP请求同入口返回403，未取得公司结果行。",
      "limitation": "保留可读/不可读的工具差异，不认全站无公司或已完整覆盖；不登录、绕过或探测私有接口。四个定向档案不能替目录全量。"
    },
    {
      "id": "TIME1-PH25-PAGE2-ACCESS",
      "companyId": null,
      "title": "Product Hunt2025 All第二页可读范围",
      "url": "https://www.producthunt.com/leaderboard/yearly/2025/all?page=2",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "经营时点及来源可读范围复核",
      "summary": "浏览工具不能访问该公开第二页，普通HTTP返回403，无新增可核卡片。",
      "limitation": "不是证明第二页为空或年度名单结束；首屏19张文字卡范围及发现快照保持，不尝试绕过访问控制。"
    },
    {
      "id": "TIME1-PH26-PAGE2-ACCESS",
      "companyId": null,
      "title": "Product Hunt2026 All第二页可读范围",
      "url": "https://www.producthunt.com/leaderboard/yearly/2026/all?page=2",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "经营时点及来源可读范围复核",
      "summary": "浏览工具不能访问该公开第二页，普通HTTP返回403，无新增可核卡片。",
      "limitation": "不是证明第二页为空或年度名单结束；原Featured/All各首屏19张文字卡范围不扩大，不擅认年度全量。"
    },
    {
      "id": "SR007R-ROSTER",
      "companyId": null,
      "title": "SR007公开HTML目录载荷边界",
      "url": "https://speedrun.a16z.com/companies",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "匿名公开HTML内嵌公司数据共79个唯一ID/slug，默认SR007，count79且next/previous空；普通HTML可识别75个UUID档案链接。",
      "limitation": "文本提取外壳不代表无名单；本批含公开载荷全部79条，但并非2025—2026所有批次。未执行站点脚本或调用私有接口，不存个人资料/追踪字段，目录财务和性能宣传不自动入观测。"
    },
    {
      "id": "SR007R-ACAYSIA-SR",
      "companyId": "AI108",
      "title": "Acaysia投资方档案自报2026",
      "url": "https://speedrun.a16z.com/companies/acaysia",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "档案列2026成立、3人、旧金山及同域名，描述工厂AI控制软件。",
      "limitation": "投资方/公司资料非登记或独立效果验证；团队为页面自报、无人数业务截至日，客户增益不作营收。"
    },
    {
      "id": "SR007R-ACAYSIA-HOME",
      "companyId": "AI108",
      "title": "Acaysia当前模型与试点阶段",
      "url": "https://acaysia.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "官网描述按工厂数据学习的模型控制软件，另有边缘硬件/仿真组件，并招募2026试点伙伴；页脚Oakland。",
      "limitation": "估计增益、低延迟和安全兼容宣传未独立验证或认证；试点招募非已付费部署，软件/设备/工程服务待拆，所在地与目录旧金山不同。"
    },
    {
      "id": "SR007R-ACAYSIA-TERMS",
      "companyId": "AI108",
      "title": "Acaysia网站主体非工业交付合同",
      "url": "https://acaysia.com/terms",
      "publishedAt": "2026-08-21",
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "网站条款称Acaysia, Inc.及Delaware适用法，仅管理网站访问与商业咨询。",
      "limitation": "条款日期非成立/注册证明，网站条款不能代现场交付、安全认证或产品SLA；实际合同与费率缺。"
    },
    {
      "id": "SR007R-AGENTCAT-SR",
      "companyId": "AI109",
      "title": "AgentCat投资方档案自报2025",
      "url": "https://speedrun.a16z.com/companies/agentcat",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "档案列2025成立、5人、纽约，同官网；AI Agent会话观测与分析工具。",
      "limitation": "自报成立非独立登记，创始人前公司退出不归新公司收入。"
    },
    {
      "id": "SR007R-AGENTCAT-HOME",
      "companyId": "AI109",
      "title": "AgentCat套餐与AI观测任务",
      "url": "https://agentcat.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "官网提供会话回放/意图分析，Free500会话、Growth原$160月付含2000会话，超额原$40/1000，企业年约询价；LLM Goals为附加项。",
      "limitation": "原$不补币种，报价非实收；免费转化、实际付费/模型分析成本未知。开源SDK和SOC2为官网说法，本次未核仓库或审计报告。"
    },
    {
      "id": "SR007R-AGENTCAT-RENAME",
      "companyId": "AI109",
      "title": "MCPcat至AgentCat同业务更名",
      "url": "https://agentcat.com/blog/mcpcat-is-now-agentcat/",
      "publishedAt": "2026-07-04",
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "公司说明同团队/产品更名，域名和SDK名称变化，项目数据与历史保持。",
      "limitation": "更名不重置2025成立或新增第二家公司；旧包兼容/端点宣传未实际运行验证。"
    },
    {
      "id": "SR007R-BANBURY-SR",
      "companyId": "AI110",
      "title": "Banbury Road投资方档案自报2026",
      "url": "https://speedrun.a16z.com/companies/banbury-road",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "档案列2026成立、3人、旧金山，训练多模型协作系统，并描述创始人以前学术项目。",
      "limitation": "学术履历/2025论文不能当2026新公司独立技术评测或收入，不照单接受成本/能力宣传。"
    },
    {
      "id": "SR007R-BANBURY-HOME",
      "companyId": "AI110",
      "title": "Banbury Road模型研究及候补",
      "url": "https://banburyroad.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "官网自述训练多模型协作，首个model civilization尚待发布、开放候补；页脚Banbury Rd, Inc.。",
      "limitation": "未取得公开价表、付费合同、可复现模型/独立结果；界面对话仅示例，Inc.自述非注册核验，不提交表单。"
    },
    {
      "id": "SR007R-ALVEN-SR",
      "companyId": null,
      "title": "Alven自报2025及ARR/部署边界",
      "url": "https://speedrun.a16z.com/companies/alven",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "投资方档案2025成立、4人、旧金山，原$1.2M ARR六个月与正在部署原$10M ARR并列。",
      "limitation": "后者不是已实现收入，前者也缺币种/日历截至日及独立账单；主体成立另与原始登记冲突，暂不新增公司或财务观测。"
    },
    {
      "id": "SR007R-ALVEN-HOME",
      "companyId": null,
      "title": "Alven房源采用与单元收费",
      "url": "https://alven.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "官网描述物业AI任务、150K管理单元及每单元每月原$10；客户效果与认证标志自述。",
      "limitation": "单元不证全部活跃付费，不乘报价推ARR；客户节省/回款不是平台收入，实际合同/范围及认证报告未核。"
    },
    {
      "id": "SR007R-ALVEN-TERMS",
      "companyId": null,
      "title": "Alven条款运营者ROOMSS LTD",
      "url": "https://alven.ai/terms-and-conditions",
      "publishedAt": "2025-10-02",
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "官网条款列ROOMSS LTD及伦敦注册地址，明确LLM邮件分析需用户授权。",
      "limitation": "日期为条款维护非成立；当前品牌与英国旧主体、美国业务沿革需分，不据新品牌重置注册年。"
    },
    {
      "id": "SR007R-ALVEN-REG",
      "companyId": null,
      "title": "ROOMSS LTD官方2024登记",
      "url": "https://find-and-update.company-information.service.gov.uk/company/15542398",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "Companies House公司15542398登记2024-03-05成立、Active，地址与Alven条款对应。",
      "limitation": "官方公开登记非独立核所有申报准确性；地址不代表当前办公地，不单用注册日推AI业务开始或未来美国实体。"
    },
    {
      "id": "SR007R-ALVEN-OFFICERS",
      "companyId": null,
      "title": "ROOMSS董事与Alven创始人对应",
      "url": "https://find-and-update.company-information.service.gov.uk/company/15542398/officers",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "登记董事Andrey Dobrov、Julio Cezar Scerbina与Alven投资方创始姓名对应，均自2024任职。",
      "limitation": "仅核姓名/职务与日期，不采个人出生/住址等信息；董事人数不等员工或集团总人数，实际品牌/资产和合同沿革仍缺。"
    },
    {
      "id": "SR007R-QUERY05",
      "companyId": null,
      "title": "SR005公开查询仍返回默认批次",
      "url": "https://speedrun.a16z.com/companies?cohort=SR005",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "普通公开HTML的defaultCohort及79条结果仍为SR007，未取得SR005列表。",
      "limitation": "不得按请求参数认已读取所选批次；未执行脚本或访问非公开接口，其他批次边界继续缺。"
    },
    {
      "id": "SR007R-QUERY06",
      "companyId": null,
      "title": "SR006公开查询仍返回默认批次",
      "url": "https://speedrun.a16z.com/companies?cohort=SR006",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公开目录与公司原始资料/登记补核",
      "summary": "普通公开HTML的defaultCohort及79条结果仍为SR007，未取得SR006列表。",
      "limitation": "不得把重复默认名单当另一批次；其他2025/2026批次目录尚未穷尽。"
    },
    {
      "id": "SR007F1-BARO-SR",
      "companyId": "AI111",
      "title": "Baro2026与创始人旧事业边界",
      "url": "https://speedrun.a16z.com/companies/baro",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "投资方档案列2026成立、5人、纽约及heybaro.com；AI品牌经营助手，创始人另述上家公司run rate。",
      "limitation": "旧公司500万run rate和客户利润提升不归Baro收入；成立/员工为自报非登记核验，交付实际人工参与未知。"
    },
    {
      "id": "SR007F1-BARO-HOME",
      "companyId": "AI111",
      "title": "Baro批准后执行与业绩收费自述",
      "url": "https://www.heybaro.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "官网为品牌运营/增长管理工具与供应商执行，需客户批准；案例有分成、客户销售/节省，入口为早期访问。",
      "limitation": "客户案例和界面金额非本公司收入；按效果付费自述须与具体合同核对，不推无人工或纯软件毛利。"
    },
    {
      "id": "SR007F1-BARO-TERMS",
      "companyId": "AI111",
      "title": "Baro启动包、GMV佣金和广告管理费",
      "url": "https://www.heybaro.com/terms",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "March2026条款运营者BARO Inc.，列一次性启动包、按GMV持续佣金及广告管理费等可能收费。",
      "limitation": "月份不补具体生效日或成立日；非退款通则与首页不成功不收费的实际方案关系待核，客户GMV/广告预算不当净费，AI软件与服务拆分缺。"
    },
    {
      "id": "SR007F1-BLUEPRINT-SR",
      "companyId": "AI112",
      "title": "Blueprint2026硬件设计软件档案",
      "url": "https://speedrun.a16z.com/companies/blueprint",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "投资方档案列2026成立、4人、旧金山，同域blueprint.io；自然语言需求到硬件设计平台。",
      "limitation": "投资方介绍不证明可制造性/独立效率，也不证明当前报价、实际订单或硬件设备收入。"
    },
    {
      "id": "SR007F1-BLUEPRINT-HOME",
      "companyId": "AI112",
      "title": "Blueprint官网仅标题可读",
      "url": "https://www.blueprint.io/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "浏览工具零正文，普通HTML仅读到AI硬件设计标题，约5944字符；未取得产品/价格/法律正文。",
      "limitation": "不能据不可读认停服或同名公司；暂以投资方任务自述分类，实际功能、合同/注册和交付阶段缺，未执行JS。"
    },
    {
      "id": "SR007F1-BRIC-SR",
      "companyId": null,
      "title": "Bric2026隐身与前雇主指标",
      "url": "https://speedrun.a16z.com/companies/bric",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "档案列2026成立、3人、旧金山，描述Stealth/AI Agents；创始人简介给Slack AI、Snap等旧事业业绩。",
      "limitation": "1亿ARR/广告花费与4亿用户等不归新Bric，履历和标签不足明确当前AI任务/买家。成立年有自报，AI主营仍未核。"
    },
    {
      "id": "SR007F1-BRIC-HOME",
      "companyId": null,
      "title": "Bric官网未来与申请入口",
      "url": "https://bric-ai.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "浏览工具不能访问，普通HTML仅Bric AI、Built for the future与Request access文本。",
      "limitation": "没有明确产品任务/实际交付，不提交申请或执行脚本；根域可读外壳不等停服，仍AI主营待核。"
    },
    {
      "id": "SR007F1-CARTSY-SR",
      "companyId": "AI113",
      "title": "Cartsy2025及多模态购物识别",
      "url": "https://speedrun.a16z.com/companies/cartsy",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "档案列2025成立、3人、纽约；多模态LLM与商品匹配用于社交购物。",
      "limitation": "市场规模、创始人旧融资/退出不当本公司收入；标签不代独立效果。"
    },
    {
      "id": "SR007F1-CARTSY-HOME",
      "companyId": "AI113",
      "title": "Cartsy免费消费购物入口与候补",
      "url": "https://cartsy.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "官网说明图片/视频识别购物、Instagram私信与网页，购买跳零售商；称免费且仍有候补入口。",
      "limitation": "免费用户体验不等整个公司零收入，候补/宣传不证明普遍可用；不将商品价格当Cartsy净费，未实际使用。"
    },
    {
      "id": "SR007F1-CARTSY-TERMS",
      "companyId": "AI113",
      "title": "Cartsy主体、第三方AI与尚未启用自营结账",
      "url": "https://cartsy.com/terms",
      "publishedAt": "2026-09-16",
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "条款称CR AI Labs, Inc.产品，AI功能用OpenAI/Google Gemini与搜索数据；当前生产主要跳零售商，Cartsy-managed checkout尚未开启。",
      "limitation": "网站合同自述非登记核验；未来结账规则不当已售/当前GMV，佣金或商家合同未取得，不作支付平台或基础模型公司。"
    },
    {
      "id": "SR007F1-CHAT-SR",
      "companyId": "AI114",
      "title": "ChatOverflow2026与厂商受控基准",
      "url": "https://speedrun.a16z.com/companies/chatoverflow",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "投资方列2026成立、2人、旧金山，Agent共享经验网络；受控SWE-bench44%提速为自述。",
      "limitation": "无独立测试与实验分母/配置，不将前AMD用户或受控基准变新公司采用规模/独立能力等级。"
    },
    {
      "id": "SR007F1-CHAT-HOME",
      "companyId": "AI114",
      "title": "ChatOverflow候补、安装展示与示例边界",
      "url": "https://chatoverflow.dev/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "官网描述编程Agent经验共享，显示COMING SOON/候补及安装命令和GitHub反链。",
      "limitation": "未运行任何命令或插件；界面中的定价/分钟/token和对话为产品演示，不是本公司的现价或实测数据。"
    },
    {
      "id": "SR007F1-CHAT-REPO",
      "companyId": null,
      "title": "ChatOverflow官方代码反链不可读",
      "url": "https://github.com/ChatOverflow-dev/chatoverflow",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "从官网直接点GitHub返回404，未取得仓库正文或代码。",
      "limitation": "不证明永久无仓库；不能据open source标签提升public-artifact，未安装/执行SDK或访问非公开项目。"
    },
    {
      "id": "SR007F1-CHRONO-SR",
      "companyId": "AI115",
      "title": "ChronoSpace2025模型与签约口径",
      "url": "https://speedrun.a16z.com/companies/chronospace",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "投资方列2025成立、5人、Bay Area；4D世界模型，近期客户部署及multi-six figures contracted revenue自述。",
      "limitation": "签约金额未给确定数/币种/期间，不能填ARR或确认收入；大学论文和旧团队履历不当新公司独立测试，客户部署也非已核回款。"
    },
    {
      "id": "SR007F1-CHRONO-HOME",
      "companyId": "AI115",
      "title": "ChronoSpace当前世界模型官网",
      "url": "https://chronospace.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案与官网/条款补核",
      "summary": "官网标题World Models for the Physical World，列投资方与联系入口，正文未提供完整报价/部署或技术评测。",
      "limitation": "仅标题和标志不证付费客户、实际能力或模型/数据公开；注册和服务合同待核，不从合作标志推营收。"
    },
    {
      "id": "SR007F2-COHERENCE-SR",
      "companyId": null,
      "title": "Coherence2026、旧事业与年底目标",
      "url": "https://speedrun.a16z.com/companies/coherence-health",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "档案列2026成立、6人，称AI功能医学医生；旧公司年化70万及前雇主退出与本公司年底150万年化目标分列。",
      "limitation": "履历不是本公司收入，目标不是已实现ARR；AI描述需与当前实际产品对应，不作疗效/医疗有效性验证。"
    },
    {
      "id": "SR007F2-COHERENCE-HOME",
      "companyId": null,
      "title": "Coherence当前健康指导项目",
      "url": "https://joincoherence.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "原coherencehealth.io重定向此站，公司自述2026，当前为三个月人工健康指导/检测项目，原$999创始优惠、30日退款。",
      "limitation": "教育/健康指导服务而非替代医生；本页未明AI实际交付，不认临床疗效。套餐/外购补充品支出非ARR，不转为医疗建议。"
    },
    {
      "id": "SR007F2-COHERENCE-TERMS",
      "companyId": null,
      "title": "Coherence网站条款与单独服务协议",
      "url": "https://joincoherence.com/terms",
      "publishedAt": "2026-09-25",
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "网站条款称教育信息、无结果保证，另行书面协议建立专业关系；页首与页末更新日期不完全一致。",
      "limitation": "网站日期不是成立/营业日，原始协议/费用和AI使用范围需核，不因医师履历或品牌新成立认AI主营。"
    },
    {
      "id": "SR007F2-COLMEZ-SR",
      "companyId": "AI116",
      "title": "Colmez2026与contracted ARR",
      "url": "https://speedrun.a16z.com/companies/colmez",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "档案列2026成立、3人，危险废物行业Agent平台；自述9月14私测后原$800K+ contracted ARR。",
      "limitation": "已签约金额不等履约实收或live ARR，缺日历截至日/币种/合同底表；客户市场规模和创始人旧职务非公司收入。"
    },
    {
      "id": "SR007F2-COLMEZ-HOME",
      "companyId": "AI116",
      "title": "Colmez当前行业信息平台",
      "url": "https://www.colmez.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "官网同团队，描述行业信息与销售流程，并列不跨客户训练声明和SOC2标志。",
      "limitation": "仅读业务说明，不提供危险废物操作指导；认证标志/顾问/客户成果未独立核，当前价表未取得。"
    },
    {
      "id": "SR007F2-COLMEZ-TERMS",
      "companyId": "AI116",
      "title": "Colmez合同需另行MSA和订单",
      "url": "https://www.colmez.com/terms",
      "publishedAt": "2026-07-24",
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "网站自述Colmez, Inc. Delaware，明确产品费用/SLA/数据义务仅由另行书面协议管理。",
      "limitation": "网站条款非订阅/项目订单，非注册核验；contracted ARR履行、取消/退款及净软件费待核。"
    },
    {
      "id": "SR007F2-CONTXT-SR",
      "companyId": "AI117",
      "title": "Contxt2026及付费试点候补",
      "url": "https://speedrun.a16z.com/companies/contxt",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "档案列2026成立、3人，跨企业工具记忆/行动层；100+公司进入paid pilot waitlist，代表员工10万+。",
      "limitation": "候补意向不等实付试点，潜在客户员工非本公司员工或付费席位；NYC/SF位置字段不补精确办公地。"
    },
    {
      "id": "SR007F2-CONTXT-HOME",
      "companyId": "AI117",
      "title": "Contxt官网正文访问缺项",
      "url": "https://askcontxt.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "浏览工具零正文，普通HTTP403，未取得合同/定价或产品正文。",
      "limitation": "依据投资方当前AI任务自述暂归C05；访问失败不证明停止服务，未绕过限制、执行脚本或提交试点。"
    },
    {
      "id": "SR007F2-COOP-SR",
      "companyId": "AI118",
      "title": "Coop2026、评测服务与销售管线",
      "url": "https://speedrun.a16z.com/companies/coop",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "档案列2026成立、3人，真实机器人模型评测服务及公开控制器说法；原$225K+ pipeline。",
      "limitation": "管线非签约/收入，大学合作非已付费；评测机构自述独立不等本公司的技术质量被独立验证。"
    },
    {
      "id": "SR007F2-COOP-HOME",
      "companyId": "AI118",
      "title": "Coop当前任务评测范围",
      "url": "https://www.cooplabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "普通HTML说明固定配置/任务/评分下评测模型，试次视频仅示例，结果只适用于测试配置，提供评价咨询。",
      "limitation": "未运行机器人或阅读控制器实现；不把单任务失败率外推企业能力，商业费率/客户合同未知。"
    },
    {
      "id": "SR007F2-CORLEN-SR",
      "companyId": "AI119",
      "title": "Corlen2026与首试点",
      "url": "https://speedrun.a16z.com/companies/corlen",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "档案列2026成立、2人，商业地产贷款资料处理AI，成立六周后签首试点。",
      "limitation": "签试点非付费或收入证明，创始人旧地产交易和前雇主AI产品不归当前公司收入。"
    },
    {
      "id": "SR007F2-CORLEN-HOME",
      "companyId": "AI119",
      "title": "Corlen AI准备资料与人工审批",
      "url": "https://corlen.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "普通HTML明确AI资料准备/核对、团队最终决定；页脚Corlen为Agora Capital Markets, Inc.的DBA，示例贷款流程。",
      "limitation": "贷款本金、界面金额及处理速度非平台收入/独立效果；报价、登记和DBA业务沿革缺，不能按自主标题认全自动审批。"
    },
    {
      "id": "SR007F2-CORLEN-TERMS",
      "companyId": "AI119",
      "title": "Corlen条款仅标题及运营者",
      "url": "https://corlen.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "可读页只有Terms of Service标题及Agora Capital Markets, Inc. DBA页脚，未取得完整协议。",
      "limitation": "无合同正文不推收费/SLA，法律主体/品牌起点仍待独立登记，网站访问不当放贷服务验证。"
    },
    {
      "id": "SR007F2-CUBE-SR",
      "companyId": "AI120",
      "title": "Cube2026、采用与旧融资分开",
      "url": "https://speedrun.a16z.com/companies/cube-computer",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "档案列2026成立、2人、纽约，Agent持续云开发机；400+用户、开始变现自述，创始人旧Kosmik融资另列。",
      "limitation": "用户不等付费，周活增长非收入增长；旧1000万融资/10万用户不能归Cube。"
    },
    {
      "id": "SR007F2-CUBE-HOME",
      "companyId": "AI120",
      "title": "Cube持续云机器及单独模型费用",
      "url": "https://cube.computer/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "普通HTML可读Agent云开发机，模型和Agent账户另向供应商付费；官网明示预付积分按秒计费、无新订阅。",
      "limitation": "月等效报价不当订阅MRR，原$不推币种；未安装下载软件/配置SSH或执行Agent，数据/演示不作使用核验。"
    },
    {
      "id": "SR007F2-CUBE-PRICE",
      "companyId": "AI120",
      "title": "Cube按秒计费与运行/暂停成本",
      "url": "https://cube.computer/pricing/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "新机器原$12/月起为730小时等效，运行每vCPU原$6/月、暂停$2，预付余额按秒扣；暂停仍存储收费，模型费另付。",
      "limitation": "旧机器可能不同定价，余额充值不等收入，免费额度不等付费；实际利用率、退款、基础设施成本及毛利需核。"
    },
    {
      "id": "SR007F2-CUBE-TERMS",
      "companyId": "AI120",
      "title": "Cube新旧收费及多个产品边界",
      "url": "https://cube.computer/terms/",
      "publishedAt": "2026-10-22",
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "Collaborators Inc.条款管Cube/Proton/Collab，新Cube预付、Proton共钱包但另计费、Collab当前免费；legacy订阅分列。",
      "limitation": "共享身份/钱包不代表各产品收入可重复计数；充值、赠送和legacy MRR需拆，条款日期非成立年或注册证明。"
    },
    {
      "id": "SR007F2-CUBE-LEGAL",
      "companyId": "AI120",
      "title": "Cube与Proton/Collab同运营者",
      "url": "https://cube.computer/legal/",
      "publishedAt": "2026-10-22",
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/条款复核",
      "summary": "法律页自述Collaborators Inc. Delaware运营三个品牌，并说明各产品收费/生命周期区分。",
      "limitation": "独立注册与旧Collaborator沿革未核，不拆三家公司或继承创始人旧Kosmik融资；注册地址非实际办公地。"
    },
    {
      "id": "SR007F3-DELIGHTFUL-SR",
      "companyId": "AI121",
      "title": "Delightful2026与预计ARR",
      "url": "https://speedrun.a16z.com/companies/delightful-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "投资方列2026成立、4人、旧金山；提供科学/医疗训练环境，创始人简介说一个月预计ARR超过原$1M。",
      "limitation": "projected非已实现收入，且简介业绩归属与具体截至日/币种待核；不能直接按模型训练公司认自研基础模型。"
    },
    {
      "id": "SR007F3-DELIGHTFUL-HOME",
      "companyId": "AI121",
      "title": "Delightful训练数据与环境业务",
      "url": "https://delightfullabs.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "署名2026年10月的官网文章描述数据获取/许可、专家评判与RL环境交付给模型实验室。",
      "limitation": "只读业务方法，自述隐私、质量审核和训练效果未独立验证；无公开费率/合同，不提供医疗或实验操作建议。"
    },
    {
      "id": "SR007F3-EMBRASURE-SR",
      "companyId": "AI122",
      "title": "Embrasure2026与Agent数据仓库",
      "url": "https://speedrun.a16z.com/companies/embrasure",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "投资方列2026成立、2人、旧金山，Agent数据仓库及数据管线。",
      "limitation": "前雇主规模、exabyte能力宣传非当前客户量或独立验证；财务未公开。"
    },
    {
      "id": "SR007F3-EMBRASURE-HOME",
      "companyId": "AI122",
      "title": "Embrasure候补入口与自测基准",
      "url": "https://embrasure.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "官网仓库候补、TraceDB自测及公开Flow链接，7.8倍速度来自特定合成数据的录制回放，Snowflake跨区。",
      "limitation": "界面事件/用户量是演示数据，不当客户采用；特定硬件、缓存和跨区配置不可外推通用优势，未运行查询。"
    },
    {
      "id": "SR007F3-EMBRASURE-PRICE",
      "companyId": "AI122",
      "title": "Embrasure工作区月费预览",
      "url": "https://embrasure.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "明确USD每工作区：Free0、Starter49、Growth249、Scale749/月，包含数据源/存储/扫描/AI额度；入口为候补/演示。",
      "limitation": "usage allowance preview，无自动超额费；价表不证明可直接购买、付费客户或MRR，Enterprise可含专属数据工程师。"
    },
    {
      "id": "SR007F3-EMBRASURE-TERMS",
      "companyId": "AI122",
      "title": "Embrasure主体与公测合同",
      "url": "https://embrasure.ai/terms",
      "publishedAt": "2026-10-09",
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "自述Deepslate Inc. DBA Embrasure；public beta、访问可审核，月预付USD，订单/MSA优先，默认无SLA。",
      "limitation": "条款不证明付费合同已履行或公司独立登记；托管存储、AI额度、企业人工成本需拆。"
    },
    {
      "id": "SR007F3-EMBRASURE-FLOW",
      "companyId": "AI122",
      "title": "Embrasure Flow公开beta仓库",
      "url": "https://github.com/EmbrasureAI/flow",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "从官网反链读取README：Rust写的Postgres至Iceberg复制服务，beta，有公开文件、测试范围与限制。",
      "limitation": "只验证公开制品存在并读说明，未克隆/安装/构建/执行；不证明托管Agent产品交付或其自测性能可独立复现。"
    },
    {
      "id": "SR007F3-EMBRASURE-SECURITY",
      "companyId": "AI122",
      "title": "Embrasure认证和权限边界",
      "url": "https://embrasure.ai/security",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "官网明确SOC2 Type2 in progress；查询采用配置的服务账户，非自动继承每个人仓库权限。",
      "limitation": "进行中不是认证已取得；安全、权限与数据处置为厂商自述，未审计，不因有开源连接器提升独立验证等级。"
    },
    {
      "id": "SR007F3-FICTIONAL-SR",
      "companyId": "AI123",
      "title": "Fictional2025及角色应用采用",
      "url": "https://speedrun.a16z.com/companies/fictional",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "投资方列2025成立、2人、旧金山，角色关系应用，用户超过130万、会话1.4小时自述。",
      "limitation": "用户/时长非付费人数或收入；创始人Pony模型旧生成量、Google等履历不归Fictional技术或财务。"
    },
    {
      "id": "SR007F3-FICTIONAL-HOME",
      "companyId": "AI123",
      "title": "Fictional官网正文范围",
      "url": "https://fictional.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "当前可读首页只有品牌图及条款/隐私链接。",
      "limitation": "未取得当前应用商店价表/产品交付正文，不推停止服务或访问收费，不把投资方用户量当产品试用核验。"
    },
    {
      "id": "SR007F3-FICTIONAL-TERMS",
      "companyId": "AI123",
      "title": "Fictional运营者及订阅条款",
      "url": "https://fictional.ai/terms-of-use",
      "publishedAt": "2025-05-22",
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "条款自述PurpleSmart AI, Inc.运营Fictional，按所选计划收费、可有自动续订，未列当前金额。",
      "limitation": "品牌/公司/创始人旧Pony沿革需独立核；条款日期非成立证明，订阅机制不等已付费或ARR。"
    },
    {
      "id": "SR007F3-FLIP-SR",
      "companyId": "AI124",
      "title": "Flip2026与客户连接资产",
      "url": "https://speedrun.a16z.com/companies/flip",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "投资方列2026成立、3人、伯克利，个人财务AI；74000候补、2200+用户，连接账户原$5700万。",
      "limitation": "客户账户余额不是管理资产证明或公司收入，用户/候补不等付费；创始人旧项目估值/交易量不迁本公司。"
    },
    {
      "id": "SR007F3-FLIP-HOME",
      "companyId": "AI124",
      "title": "Flip邀请制与订阅价格",
      "url": "https://fliptexts.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "官网邀请beta，原$25/月或$120/年及不同试用期；支付/交易需FaceID确认，券商/银行产品coming soon。",
      "limitation": "首页0数值/账户余额与推荐语是展示，未验证效果；连接资产、融资140万及客户收益不当收入，Plaid认证不是Flip认证。"
    },
    {
      "id": "SR007F3-FLIP-TERMS",
      "companyId": "AI124",
      "title": "Flip预付订阅和促销支出",
      "url": "https://fliptexts.com/terms",
      "publishedAt": "2026-09-19",
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "条款有月/年预付续订、试用、取消；支付和信用数据由第三方提供，并可向合资格用户发促销补贴。",
      "limitation": "试用注册不等付费，年费预收需分摊且促销获客支出影响单位经济；未连接账户、提交信息或执行金融交易。"
    },
    {
      "id": "SR007F3-FLIP-LEGAL",
      "companyId": "AI124",
      "title": "Flip法律入口缺精确主体",
      "url": "https://fliptexts.com/legal",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "法律入口只有隐私/条款/安全/联系导航，未明确可独立登记的法人名称。",
      "limitation": "条款适用地不当注册地；后续核法人/品牌起点及净订阅，仅读业务不提供投资建议。"
    },
    {
      "id": "SR007F3-GALILEO-SR",
      "companyId": "AI125",
      "title": "Galileo2025、意向及开发中合同",
      "url": "https://speedrun.a16z.com/companies/galileo-space",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "投资方列2025成立、3人、洛杉矶，AI卫星数据服务；2026年9月自述支持信3、商业LOI6，首份原$125万合同开发中。",
      "limitation": "支持信/LOI/开发中合同非已签订履约、回款或ARR；只记商业阶段，不收录军事系统实施细节。"
    },
    {
      "id": "SR007F3-GALILEO-HOME",
      "companyId": "AI125",
      "title": "Galileo合同评估与时间线缺项",
      "url": "https://galileo-space.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "官网称首合同在评估、载荷/发射在计划中，发射槽2027Q4/2028Q1；另2027阶段却标部分complete。",
      "limitation": "未来时间线与完成标签需核，不能认已入轨/成熟交付；仅商业研究，不验证军事效果，不展开系统设计。"
    },
    {
      "id": "SR007F3-HARBOR-SR",
      "companyId": "AI126",
      "title": "Harbor2026与经批准GPU运维",
      "url": "https://speedrun.a16z.com/companies/harbor-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "投资方列2026成立、2人、旧金山，为GPU工作负载诊断，获批准后修复并检查性能恢复。",
      "limitation": "长期调度愿景与当前批准式运维分开；前雇主GPU规模、算力租赁不作自身规模或收入。"
    },
    {
      "id": "SR007F3-HARBOR-HOME",
      "companyId": "AI126",
      "title": "Harbor运维软件与算力撮合并列",
      "url": "https://harborops.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "官网同时提供GPU运维及跨供应商专用H100询价；工程师可批准/修改动作，另可允许自动运行。",
      "limitation": "界面1248节点、96%提速和小时报价未独立核，不当实际客户量/收入；小时单价计费分母、币种和撮合净费待核。"
    },
    {
      "id": "SR007F3-HARBOR-TERMS",
      "companyId": "AI126",
      "title": "Harbor网站条款非资源订单",
      "url": "https://harborops.ai/legal/terms-conditions",
      "publishedAt": "2026-03-28",
      "accessedAt": "2026-11-01",
      "kind": "投资方公司档案及官网/公开制品复核",
      "summary": "网站条款使用Harbor AI名称，没有具体订阅价、算力订单/SLA或精确独立注册信息。",
      "limitation": "一般条款不补商业合同；软件净费、资源转售/撮合总额、供应商成本和人工成本需拆，不按算力GMV认SaaS MRR。"
    },
    {
      "id": "SR007F4-HOID-SR",
      "companyId": "AI127",
      "title": "Hoid2026与签约run rate",
      "url": "https://speedrun.a16z.com/companies/hoid",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "投资方列2026成立、3人、旧金山，Agent推理编译优化；一个月达到原$196K contracted run rate。",
      "limitation": "有live客户不把contracted run rate自动当实收/经常性ARR；币种、精确日历日和合同履行缺，30%性能自述未独立测。"
    },
    {
      "id": "SR007F4-HOID-HOME",
      "companyId": "AI127",
      "title": "Hoid按模型/硬件协商试点",
      "url": "https://hoid-ai.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "官网说明Agent编译器及硬件runtime，试点由双方选模型/硬件并约定性能目标，预约洽谈无价表。",
      "limitation": "首页100倍与26天等引用行业模型手工优化背景，不是Hoid自研实测业绩；未运行、部署或读取优化实现。"
    },
    {
      "id": "SR007F4-KAIRO-SR",
      "companyId": "AI128",
      "title": "Kairo2026及行为安全任务",
      "url": "https://speedrun.a16z.com/companies/kairo",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "投资方列2026成立、3人、旧金山，建模人/Agent交互以持续发现应用漏洞。",
      "limitation": "创始人旧项目估值、竞赛和社群规模非公司收入或效果；当前服务可靠性未独立测。"
    },
    {
      "id": "SR007F4-KAIRO-HOME",
      "companyId": "AI128",
      "title": "Kairo当前官网与损失避免估计",
      "url": "https://kairo.security/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "当前官网描述行为安全及影子环境，称避免600万损失、125日发现量、团队150+事件。",
      "limitation": "损失避免是客户/保险方估计非营收，事件/漏洞与演示不是付费客户；外部伙伴认证未核，不运行扫描或提取攻击步骤。"
    },
    {
      "id": "SR007F4-KAIRO-PRICE",
      "companyId": "AI128",
      "title": "Kairo企业年度合约含工程师",
      "url": "https://kairo.security/pricing",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "企业定制价，年度条款/发票收费，包括PR持续检测、报告、集成及指定安全工程师，测试范围须先书面约定。",
      "limitation": "没有金额或净软件费占比；年合同不等SaaS ARR，服务人力/授权和实际履行待核。"
    },
    {
      "id": "SR007F4-KAIRO-PRIVACY",
      "companyId": "AI128",
      "title": "Kairo当前域名与旧官网对应",
      "url": "https://kairo.security/privacy",
      "publishedAt": "2026-08-11",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "当前域名隐私页明确其Site为getkairo.xyz及相关页，和投资方旧域名对应。",
      "limitation": "网站政策不证明法人注册或实际安全能力；只读公开正文，未提交表单/个人数据。"
    },
    {
      "id": "SR007F4-KAIRO-TERMS",
      "companyId": "AI128",
      "title": "Kairo商业服务需独立协议",
      "url": "https://kairo.security/terms",
      "publishedAt": "2026-08-11",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "网站条款只管官网/演示，实际engagement另行书面协议，运营名Kairo未列精确法人。",
      "limitation": "适用Delaware法律非注册地证明；无产品SLA或实际付费依据，访问旧域名失败不当停业。"
    },
    {
      "id": "SR007F4-KEYTHORN-SR",
      "companyId": "AI129",
      "title": "Keythorn2026及旧事业ARR归属",
      "url": "https://speedrun.a16z.com/companies/keythorn",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "投资方列2026成立、3人、旧金山，AI Agent风险评估、监控及责任保险安排；创始人简介旧YC公司30万ARR。",
      "limitation": "旧公司30万ARR/200万融资不可迁Keythorn；评估业务、保险安排和自有承保需拆。"
    },
    {
      "id": "SR007F4-KEYTHORN-HOME",
      "companyId": "AI129",
      "title": "Keythorn候补与保险安排边界",
      "url": "https://keythorn.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "官网候补，AI技术评估和风险画像，用于向保险承保方安排保障，称未来将place coverage；有独立brokerage入口。",
      "limitation": "入口不证明已承保/保险牌照/保单生效，未进入管理后台；保费总额、佣金净费和评估费不混同，当前费率/精确法人缺。"
    },
    {
      "id": "SR007F4-KIRA-SR",
      "companyId": null,
      "title": "KIRA2026、工业系统和签约ARR",
      "url": "https://speedrun.a16z.com/companies/kira",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "投资方列2026成立、3人、波士顿，工业废水处理系统，称原$900K contracted ARR且有LOI。",
      "limitation": "软件定义、控制和服务数据中心不自动证明AI主营；签约/LOI非live收入，先保留候选财务说法，不建AI公司观测。"
    },
    {
      "id": "SR007F4-KIRA-HOME",
      "companyId": null,
      "title": "KIRA官网当前水处理业务",
      "url": "https://www.kira.eco/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "官网自述KIRA Systems Inc.，模块化现场水处理设备及软件控制，没有明确当前AI任务/模型，团队与档案对应。",
      "limitation": "硬件/设备服务不因客户为数据中心归AI；官网效果和学术旧材料未独立核，不提供工业化学流程或运行建议。"
    },
    {
      "id": "SR007F4-LEONIDAS-SR",
      "companyId": null,
      "title": "Leonidas2026与AI客户行业",
      "url": "https://speedrun.a16z.com/companies/leonidas",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "投资方列2026成立、1人、伦敦，为欧洲前沿产业构建金融机构，AI仅列其客户行业之一。",
      "limitation": "服务AI企业不等自身AI主营，创始人旧150亿欧元债务承销和市场政策规模非本公司收入。"
    },
    {
      "id": "SR007F4-LEONIDAS-HOME",
      "companyId": null,
      "title": "Leonidas官网早期访问入口",
      "url": "https://leonidasfinancial.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "官网只有frontier economy金融定位及request early access，未列当前AI产品或已运营账户/贷款。",
      "limitation": "早期访问不是银行/支付牌照或交付证明，精确法人待核；不因第三方AI标签纳入AI公司，不提供金融建议。"
    },
    {
      "id": "SR007F4-MAESTRO-SR",
      "companyId": "AI130",
      "title": "Maestro2026与九个月收入",
      "url": "https://speedrun.a16z.com/companies/maestro",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "投资方列2026成立、1人、地点空，AI加人工顾问旅行会员服务，启动九个月累计原$3M revenue。",
      "limitation": "累计revenue不是ARR，是否含旅行交易总额/净费未知；一名员工不等顾问/外包全体，隐身不等无交付。"
    },
    {
      "id": "SR007F4-MAESTRO-AFORE",
      "companyId": "AI130",
      "title": "Maestro另一投资方ARR里程碑",
      "url": "https://intros.afore.vc/showcase/aace5c2d-a8cf-4ce3-ba71-e32f05045df1",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "Afore独立公开公司页同名创始人并反链askmaestro.com，称自July ARR由约原$875K至$3.1M，新增会员6倍。",
      "limitation": "未给July年份和精确财务截至日、币种及ARR定义；与九个月累计收入为不同口径，不求均值/相互验证，不请求介绍。"
    },
    {
      "id": "SR007F4-MAESTRO-HOME",
      "companyId": "AI130",
      "title": "Maestro人工专家与积分价值展示",
      "url": "https://askmaestro.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "官网介绍制会员、旅行/积分顾问及应用，运营者Maestro Agentic Inc.；示例旅行金额标积分替代价值，另有2025年客户推荐语。",
      "limitation": "积分价值/节省额和旅行报价非公司净收入，人工顾问成本待核；2025推荐语与档案2026起点需核品牌/主体，不单独认注册年份。"
    },
    {
      "id": "SR007F4-MAESTRO-TERMS",
      "companyId": "AI130",
      "title": "Maestro应用条款未列费率",
      "url": "https://askmaestro.com/terms-and-conditions",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网业务/收入归属复核",
      "summary": "条款自述Maestro Agentic Inc.提供旅行/生活助理、预订协调和团队沟通，并使用第三方支付/预订。",
      "limitation": "未取得具体会员价表、供应商结算和净费底表；网页重复段落不是三份服务，不推订阅现金或纯软件ARR。"
    },
    {
      "id": "SR007F5-MECONE-SR",
      "companyId": null,
      "title": "Mecone2026与金融指数业务",
      "url": "https://speedrun.a16z.com/companies/mecone",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "投资方列2026成立、6人、斯坦福地区，初期向交易所许可预测市场衍生指数，后续自建交易所愿景。",
      "limitation": "预测市场和AI公司作为标的都不证明自身AI主营；市场交易量/估值非本公司收入，不提供交易建议。"
    },
    {
      "id": "SR007F5-MECONE-HOME",
      "companyId": null,
      "title": "Mecone官网候补及指数许可定位",
      "url": "https://mecone.trade/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "官网VIP候补，定位为交易所拓展资产标的的指数基础设施，展示资产价格/估值示例。",
      "limitation": "报价和AI公司估值是标的展示，不作平台收入/托管资产；当前AI产品及收费合同、牌照未核。"
    },
    {
      "id": "SR007F5-MECONE-VISION",
      "companyId": null,
      "title": "Mecone公开业务愿景说明",
      "url": "https://mecone.trade/articles/the-financial-infrastructure-for-perps-on-anything",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "业务文章说明预测市场数据形成持续更新的基准，许可给交易平台；提到AI-Compute等资产类别。",
      "limitation": "未明确模型/Agent实际交付，AI资产类别不等自身AI业务，转pending-ai；不把全球交易规模当公司财务。"
    },
    {
      "id": "SR007F5-MIRAI-SR",
      "companyId": "AI131",
      "title": "Mirai2026及世界模型应用层",
      "url": "https://speedrun.a16z.com/companies/mirai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "投资方列2026成立、3人、旧金山，世界模型应用层，房地产首部署，未来拓展旅行/酒店。",
      "limitation": "应用层不当已证自研世界基础模型，前雇主不是付费客户；未来部署不认当前交付。"
    },
    {
      "id": "SR007F5-MIRAI-HOME",
      "companyId": "AI131",
      "title": "Mirai房源周边体验与业务买方",
      "url": "https://heymirai.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "官网面向经纪、经纪公司和开发商生成/嵌入房源周边互动体验，演示和预约入口。",
      "limitation": "房源数量/通勤示例非付费采用或收入；当前产品归房地产专业应用，不能只按生成媒体标签归内容。"
    },
    {
      "id": "SR007F5-MIRAI-TERMS",
      "companyId": "AI131",
      "title": "Mirai运营者与单独业务订单",
      "url": "https://heymirai.ai/terms",
      "publishedAt": "2026-10-19",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "自述Mirai Technologies Inc. Delaware，非经纪服务；商业功能费用/额度/续订以购买或订单为准，签约优先。",
      "limitation": "当前价表/经常性未知，房产成交/询盘不是公司净费；合成体验不保证真实性，登记及底层模型产权未独立核。"
    },
    {
      "id": "SR007F5-MOTHERBOARD-SR",
      "companyId": "AI132",
      "title": "Motherboard2026与机器人维护服务层",
      "url": "https://speedrun.a16z.com/companies/motherboard-labs",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "投资方列2026成立、2人、旧金山，机器人/自主设备诊断、远程处置与现场技术员工作流。",
      "limitation": "不是已证自造机器人；创始人旧Komatsu/Citadel/Palantir经历不归公司客户/收入。"
    },
    {
      "id": "SR007F5-MOTHERBOARD-HOME",
      "companyId": "AI132",
      "title": "Motherboard远程与人工现场交付",
      "url": "https://www.motherboardlabs.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "官网Agentic field operations，远程诊断/修复，仍需技术员到场时提供程序、零件与上下文，创始人洽谈入口。",
      "limitation": "10/100/1000设备是规模问题示意，不当实际装机数；价表、法人和付费部署缺，未操作设备。"
    },
    {
      "id": "SR007F5-MUNARI-SR",
      "companyId": "AI133",
      "title": "Munari2026与前雇主业绩归属",
      "url": "https://speedrun.a16z.com/companies/munari",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "投资方列2026成立、3人、旧金山，机器人采集episode质量评分/标注；创始人旧Hedra八位数ARR和StockX十亿GMV履历。",
      "limitation": "旧事业ARR/GMV不能迁Munari，机器数据质量评估不等自研机器人或模型独立效果。"
    },
    {
      "id": "SR007F5-MUNARI-HOME",
      "companyId": "AI133",
      "title": "Munari按任务评分与数据基础设施",
      "url": "https://munari.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "官网自述Munari, Inc.，按操作员/任务/episode评分，支持多种日志输入，称首报告24小时，联系/演示入口。",
      "limitation": "任务难度和执行/采集问题须分别评，演示操作员分数不当真实用户量；无公开费率、未上传日志/独立验证。"
    },
    {
      "id": "SR007F5-NIMBLE-SR",
      "companyId": "AI134",
      "title": "Nimble2026与旧金融产品收入",
      "url": "https://speedrun.a16z.com/companies/nimble",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "投资方列2026成立、2人、旧金山，货代销售和运营AI工作流；创始人旧金融产品500万收入另列。",
      "limitation": "家庭70年货代不是公司成立年或收入，旧金融业绩/行业150亿人工支出不是本公司营收。"
    },
    {
      "id": "SR007F5-NIMBLE-HOME",
      "companyId": "AI134",
      "title": "Nimble候补、审批与报价示例",
      "url": "https://nimbleops.io/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "官网候补，货代报价/文件/跟进，提供从人工批准到自动化的控制档位，操作留痕；演示运费和月处理5000报价自述。",
      "limitation": "示例运费/毛利是客户业务非平台收入，报价量非付费客户；自动化按客户控制配置，不能按标题认全程自主，具体费率/法人缺。"
    },
    {
      "id": "SR007F5-OPENWHISPR-SR",
      "companyId": "AI135",
      "title": "OpenWhispr2026及ARR/日活自述",
      "url": "https://speedrun.a16z.com/companies/openwhispr",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "投资方列2026成立、3人、旧金山，语音转写和会议助手，日活10000+、原$120K+ ARR，分别称30%/25%月增长。",
      "limitation": "日活非付费分母，某公司员工付款不等企业采购；旧0至1.5亿ARR履历不归当前公司，原币种/财务日未知。"
    },
    {
      "id": "SR007F5-OPENWHISPR-HOME",
      "companyId": "AI135",
      "title": "OpenWhispr本地、BYOK与云服务分开",
      "url": "https://openwhispr.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "官网本地免费语音/会议应用、可选云转写和自带API密钥，开源及公开代码反链，运营者Gizmo Labs Inc.。",
      "limitation": "本地语音不离机不代表云端/同步/账户全无数据；认证标志未独立审计，未下载安装或试用。"
    },
    {
      "id": "SR007F5-OPENWHISPR-PRICE",
      "companyId": "AI135",
      "title": "OpenWhispr年付等效价与免费分母",
      "url": "https://openwhispr.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "当前页年付显示Pro原$80/用户年（等效6.67/月）、Business160/用户年（13.33/月），Enterprise询价；本地无限免费，云免费额度。",
      "limitation": "等效月价非实际月合同或已实现MRR，免费/BYOK成本另算，会议额度和企业控制需拆；原$不补历史ARR币种。"
    },
    {
      "id": "SR007F5-OPENWHISPR-REPO",
      "companyId": "AI135",
      "title": "OpenWhispr官方公开桌面仓库",
      "url": "https://github.com/OpenWhispr/openwhispr",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "官网反链仓库README及文件可读，桌面跨平台、本地第三方模型/云模式，MIT桌面许可与官网对应。",
      "limitation": "仅验证公开制品，未克隆/安装/执行；仓库star/commit数量非用户或技术质量，不能证明独立隐私/准确率或公司注册年。"
    },
    {
      "id": "SR007F5-OPENWHISPR-TERMS",
      "companyId": "AI135",
      "title": "OpenWhispr订阅/闭源云与默认无SLA",
      "url": "https://openwhispr.com/terms",
      "publishedAt": "2026-09-11",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "Gizmo Labs Inc. DBA自述；桌面MIT、云API/网站专有，月/年预付续订，首次订阅30日退款，默认无SLA可另附企业协议。",
      "limitation": "开源不等全部免费/服务可自托管或企业SLA已签；退款、预收分摊、模型/云成本和企业净费待核。"
    },
    {
      "id": "SR007F5-OPENWHISPR-PRIVACY",
      "companyId": "AI135",
      "title": "OpenWhispr隐私范围依模式变化",
      "url": "https://openwhispr.com/privacy",
      "publishedAt": "2026-10-27",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/公开制品归属复核",
      "summary": "官网政策区分本地、云、BYOK；账户/账单、可选备份/共享、云请求日志等按模式处理，桌面和移动默认有差别。",
      "limitation": "零音频保留宣传不能覆盖所有日志/同步，未检查运行时或第三方认证；具体企业部署权限及保留范围需核，不作安全保证。"
    },
    {
      "id": "SR007F6-ORBITS-SR",
      "companyId": "AI136",
      "title": "Orbits2026与旧Super.com业绩",
      "url": "https://speedrun.a16z.com/companies/orbits",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "投资方列2026成立、2人、旧金山，家庭主动助手；创始人简介旧Super.com一亿ARR/百万订阅另列。",
      "limitation": "旧雇主收入/规模不归Orbits；主动愿景须与当前动作审批及实际付费对应。"
    },
    {
      "id": "SR007F6-ORBITS-HOME",
      "companyId": "AI136",
      "title": "Orbits当前免费与动作批准",
      "url": "https://tryorbits.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "官网当前加入者免费且承诺保持免费，未来新用户订阅；Bit拟定变更/电话预约需确认批准，购物车交Instacart。",
      "limitation": "融资公告非收入，第三方订单/消费不是平台净费；无当前订阅金额，不认所有家庭动作已自主执行。"
    },
    {
      "id": "SR007F6-ORUK-SR",
      "companyId": "AI137",
      "title": "Oruk2026及语音模型自述",
      "url": "https://speedrun.a16z.com/companies/oruk",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "投资方列2026成立、7人、旧金山，语音基础模型与声学/表达理解，称数十万用户部署和大规模数据集。",
      "limitation": "用户/数据集/纪录自述非付费或独立验证；创始人学术旧论文、专利和前事业不能直接认公司现模型效果。"
    },
    {
      "id": "SR007F6-ORUK-HOME",
      "companyId": "AI137",
      "title": "Oruk语音API与预览边界",
      "url": "https://oruk.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "官网语音模型/API，Resonance2 preview需新组织批准；不同模型语言/情绪输出范围有差别，展示OpenWhispr等标志。",
      "limitation": "标志/集成不等付费合同，转写语言不等情绪准确率；厂商一项自测明确训练含全部280片段，不当独立留出测试。"
    },
    {
      "id": "SR007F6-ORUK-PRICE",
      "companyId": "AI137",
      "title": "Oruk月订阅两类分钟额度",
      "url": "https://oruk.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "官网明确USD，Hobby9/Builder49/Production199每月，七天试用；语音理解与Orukeet转写额度分开，额外用量有支出上限。",
      "limitation": "套餐预收、额度消耗和超额收费非同一收入，当前价表不能补历史收入币种；模型/任务/请求舍入影响成本和分钟数。"
    },
    {
      "id": "SR007F6-ORUK-TERMS",
      "companyId": "AI137",
      "title": "Oruk主体、预付与数据处理范围",
      "url": "https://oruk.ai/terms",
      "publishedAt": "2026-09-23",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "Oruk, Inc. Delaware自述，月/年预付续订、额度每月重置，旧积分保留原条款；个人账户不授权雇主标志。",
      "limitation": "登记和付费未独立核；音频、结果重放、可选分说话者及账单日志保留不同，24小时重放非物理删除期限。"
    },
    {
      "id": "SR007F6-ORUK-MODELS",
      "companyId": "AI137",
      "title": "Oruk公开模型目录",
      "url": "https://oruk.ai/models",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "官网公开语音模型目录与功能/阶段，说明不同任务与访问入口。",
      "limitation": "只读目录不证明权重/完整源码公开或自主训练全过程；未调用API、提交录音或独立测准确率。"
    },
    {
      "id": "SR007F6-ORUK-SPEKO",
      "companyId": "AI137",
      "title": "Oruk第三方英语初步榜单",
      "url": "https://benchmarks.speko.ai/stt-emotion/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "Speko语音情绪页可读，Oruk Resonance人声91%、合成48%，Top1同标签映射，明确English only/preliminary。",
      "limitation": "外部公开结果作为证据保留，但精确模型版本/样本明细、方法正文和独立性未完整核，不能外推跨语种或人内心状态；未复现，不升级独立验证等级。"
    },
    {
      "id": "SR007F6-OTHELLO-SR",
      "companyId": "AI138",
      "title": "Othello2026及live/cARR/pipeline分列",
      "url": "https://speedrun.a16z.com/companies/othello",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "投资方列2026成立、10人、纽约，销售通话实时AI建议；原$600K live ARR、1.2M cARR、25M企业管线及30企业客户自述。",
      "limitation": "May以来但无年份/精确财务日、币种/经常性定义；三口径不相加或替代。95%DAU分母及25%转化增益未核，旧辅导公司退出非收入。"
    },
    {
      "id": "SR007F6-OTHELLO-HOME",
      "companyId": "AI138",
      "title": "Othello辅助卖方与不同数据配置",
      "url": "https://www.othello.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "官网为实时提示教练，不替代销售人；可不存音频，另有录音同意版本及CRM工作流。",
      "limitation": "官网18%win rate和投资方25%conversion不同指标/期间，不互相证伪或相加；20M小时训练和安全宣传未独立核。"
    },
    {
      "id": "SR007F6-OTHELLO-TERMS",
      "companyId": "AI138",
      "title": "Othello运营者与订单收费",
      "url": "https://www.othello.ai/legal/terms-of-service",
      "publishedAt": "2025-08-07",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "条款Cicero, Inc. DBA Othello自述，服务/费率在Order Form，净30天发票，自动续约，AI输出不替代人工判断。",
      "limitation": "2025条款/页脚与2026成立自报需核主体/品牌起点，仍在两年候选范围，非独立登记；无实际订单或净软件费底表。"
    },
    {
      "id": "SR007F6-OTHELLO-ABOUT",
      "companyId": "AI138",
      "title": "Othello团队与旧品牌关系",
      "url": "https://www.othello.ai/about",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "同创始人Jared与当前销售教练定位，官网自述纽约/特拉维夫办公室，页脚Othello by Cicero Inc 2025。",
      "limitation": "多办公室不推人数，页脚版权年不是注册年；Cicero/品牌沿革和收入归属继续待核，不拆成两公司。"
    },
    {
      "id": "SR007F6-PARCA-SR",
      "companyId": "AI139",
      "title": "Parca2026与专业服务年化收入",
      "url": "https://speedrun.a16z.com/companies/parca",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "投资方列2026成立、3人、纽约，AI建前期规划专业服务；七周原$500K annualized run-rate revenue，两家头部房企采用，全部输出由房地产专业人士审核。",
      "limitation": "服务年化不是ARR，毛额/净费与经常性未知；创始人旧千万前期费和百亿地产交易非本公司收入，效果未独立核。"
    },
    {
      "id": "SR007F6-PARCA-HOME",
      "companyId": "AI139",
      "title": "Parca官网正文缺项",
      "url": "https://www.withparca.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "浏览工具零正文，普通HTTP200仅标题Parca — Build at lightspeed，未取得价表或服务协议。",
      "limitation": "访问成功不等产品/合同正文已读，不执行脚本或绕限制；依据投资方任务自述分类，专业资质及实际交付/付款待核。"
    },
    {
      "id": "SR007F6-PHOTONSPEAR-SR",
      "companyId": null,
      "title": "PhotonSpear2026及AI主营缺项",
      "url": "https://speedrun.a16z.com/companies/photonspear",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "投资方列2026成立、5人、洛杉矶，国防轨道硬件业务，未明确AI产品/模型交付。",
      "limitation": "精密控制/硬件不自动归AI公司，创始人国防履历不是公司收入；仅读商业定位，不采武器实现/性能设计。"
    },
    {
      "id": "SR007F6-PHOTONSPEAR-HOME",
      "companyId": null,
      "title": "PhotonSpear首合同与未来演示阶段",
      "url": "https://photonspear.space/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "官网自述赢得300万美元Space Force合同，首演示器建设、2028年底计划发射。",
      "limitation": "未见独立授予/履行和经常性定义，合同不当实收/ARR；当前AI任务未明，转pending-ai，不展开武器技术或联系公司。"
    },
    {
      "id": "SR007F6-PHYVANT-SR",
      "companyId": "AI140",
      "title": "Phyvant2025与客户咨询费归属",
      "url": "https://speedrun.a16z.com/companies/phyvant",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "投资方列2025成立、3人、旧金山，专家判断驱动Agent业务流程；M&A瓶颈原三周，客户曾花七位数咨询费。",
      "limitation": "客户旧顾问费不是Phyvant收入，匿名客户规模不归公司；端到端自主需与异常人工处理和实际协议对应。"
    },
    {
      "id": "SR007F6-PHYVANT-HOME",
      "companyId": "AI140",
      "title": "Phyvant企业判断流程与模型依赖",
      "url": "https://phyvant.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "官网自述Phyvant, Inc.，用现有模型结合企业专家判断，在企业环境内运行Agent，成果/边界可追溯。",
      "limitation": "模型共享不等自研基础模型，目标商业数值不证明按效果收费，真实客户协议/价格及技术效果未独立核。"
    },
    {
      "id": "SR007F6-PHYVANT-TERMS",
      "companyId": "AI140",
      "title": "Phyvant本地或云部署需服务协议",
      "url": "https://phyvant.com/terms",
      "publishedAt": "2026-04-04",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "条款为企业知识图谱、可执行规格及Agent上下文，本地或云部署按服务协议；数据仍属客户。",
      "limitation": "网站条款无价表/净费及默认具体SLA，on-prem不代表所有部署都本地；注册及真实履行未核。"
    },
    {
      "id": "SR007F6-PHYVANT-CASE",
      "companyId": "AI140",
      "title": "Phyvant案例客户与厂商规模分开",
      "url": "https://phyvant.com/case-studies/americas-largest-private-company",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/第三方结果归属复核",
      "summary": "案例页150B年收入、16万员工及70国家明确为客户，8000主体图与专家判断自动化在客户环境运行，异常转人。",
      "limitation": "这些不是Phyvant营收/人数；仅M&A中单个瓶颈非所有流程全自主，案例为厂商自述非独立审计，六位咨询节省非自身收费。"
    },
    {
      "id": "SR007F7-PRIMITIVE-SR",
      "companyId": "AI141",
      "title": "Primitive2026与行为模拟研究自述",
      "url": "https://speedrun.a16z.com/companies/primitive-labs",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "投资方列2026成立、4人、旧金山，模拟软件/Agent用户行为；NeurIPS/AAMAS投稿及前雇主十亿产品业绩。",
      "limitation": "投稿非录用或独立验证，前雇主业绩非Primitive收入；团队学术/工作履历不替公司模型效果。"
    },
    {
      "id": "SR007F7-PRIMITIVE-HOME",
      "companyId": "AI141",
      "title": "Primitive运营者与产品反链",
      "url": "https://primitivelabs.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "官网Human-aligned development，Primitive Labs AI Inc.自述，反链Instinct产品。",
      "limitation": "地点列表不当办公室/团队数，具体付费和登记未独立核，不把品牌另建公司。"
    },
    {
      "id": "SR007F7-PRIMITIVE-INSTINCT",
      "companyId": "AI141",
      "title": "Instinct软件体验模拟和批准变更",
      "url": "https://primitivelabs.ai/instinct",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "Instinct以客户研究/分析数据校准模拟Agent，测试软件旅程、摩擦/转化并实施经批准修改，预约演示。",
      "limitation": "界面消费金额/会话/转化为展示非公司收入；模拟不等真实用户研究结论，未调用或修改外部软件。"
    },
    {
      "id": "SR007F7-PRIMITIVE-TERMS",
      "companyId": "AI141",
      "title": "Primitive多种收费与模型训练选择",
      "url": "https://primitivelabs.ai/legal/terms-conditions",
      "publishedAt": "2026-06-15",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "条款自述Delaware Primitive Labs AI Inc.，默认USD，订阅/一次性/用量并列，SLA需另签；可退出后续内容训练。",
      "limitation": "无具体费率/合同；第三方模型和自有训练区分，退出非追溯删除旧训练，不能按宣传认全部客户数据隔离已验证。"
    },
    {
      "id": "SR007F7-REELFUL-SR",
      "companyId": "AI142",
      "title": "Reelful2025与剪辑Agent",
      "url": "https://speedrun.a16z.com/companies/reelful",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "投资方列2025成立、3人、旧金山，用户视频编辑Agent，称节省90%编辑时间。",
      "limitation": "90%效果和前Snapchat百万用户部署非Reelful付费或独立能力；未实际剪辑测试。"
    },
    {
      "id": "SR007F7-REELFUL-HOME",
      "companyId": "AI142",
      "title": "Reelful套餐与生成积分",
      "url": "https://www.reelful.app/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "iPhone入口，按提示/自带媒体生成、用户调整和导出；Creator原$24.99/月3000积分约10视频，Pro49.99/7500约25，Studio99.99/18000约60。",
      "limitation": "约视频量取决于生成消耗，套餐非收入或无限完成视频承诺；Enterprise询价，未下载/购买。"
    },
    {
      "id": "SR007F7-REELFUL-TERMS",
      "companyId": "AI142",
      "title": "Reelful商店与网页订阅/积分",
      "url": "https://www.reelful.app/terms",
      "publishedAt": "2026-09-22",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "条款有免费生成额度、商店内购及网页RevenueCat Billing/Stripe订阅，追加积分不过期，用后不退款；账号跨端对应。",
      "limitation": "首页商店描述未覆盖网页收费，渠道抽成/退款和积分充值收入确认需拆，具体当前法人/净费待核。"
    },
    {
      "id": "SR007F7-RHEMA-SR",
      "companyId": "AI143",
      "title": "Rhema2026及签约/管线与分销可达",
      "url": "https://speedrun.a16z.com/companies/rhema-health",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "投资方列2026成立、3人、旧金山，医疗机构患者沟通/运营AI；500K cARR、3M+pipeline与athenahealth可触达1万医生自述。",
      "limitation": "cARR/管线非已实现ARR；市场接入不等实际付费医生，未独立取得对应市场条目；前Meta/Tenyx业绩不归Rhema。"
    },
    {
      "id": "SR007F7-RHEMA-HOME",
      "companyId": "AI143",
      "title": "Rhema临床运营与升级路径",
      "url": "https://www.rhema.health/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "官网跨数据/渠道患者联络与记录准备，异常升级至机构通信系统；HIPAA attested、SOC2 in progress为自述。",
      "limitation": "账单准备/机构增收不是Rhema收入，进行中非已取得认证；不提供诊疗建议/认可疗效，实际医疗效果未核。"
    },
    {
      "id": "SR007F7-RHEMA-TERMS",
      "companyId": "AI143",
      "title": "Rhema主体及客户审核AI输出",
      "url": "https://www.rhema.health/terms",
      "publishedAt": "2026-01-17",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "普通HTTP200可读条款Rhema Health, Inc.，数字医疗运营工具；客户须审核验证批准AI输出后才依赖或入病历。",
      "limitation": "浏览器缓存未取到不等条款不存在；网站条款未提供具体费率/BAA/服务订单，登记和真实履约未独立核。"
    },
    {
      "id": "SR007F7-ROLLUP-SR",
      "companyId": "AI144",
      "title": "Rollup2026与签约/潜在MAU分列",
      "url": "https://speedrun.a16z.com/companies/rollup",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "投资方列2026成立、3人、旧金山，端侧相册上下文SDK，14天8个签约客户对应288K cARR，qualified pipeline覆盖10M+MAU。",
      "limitation": "签约客户不证付费，潜在客户MAU不等本公司活跃量；原币种/日期未知，旧500万融资和周翻倍无基数不推收入。"
    },
    {
      "id": "SR007F7-ROLLUP-HOME",
      "companyId": "AI144",
      "title": "Rollup端侧索引与示例业务",
      "url": "https://www.tryrollup.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "官网将相册转换为上下文，iOS SDK/文档及审批访问，照片不离机；跨应用画像及消费示例。",
      "limitation": "照片不离机不代表衍生文本/位置和服务记录全本地，示例消费/集成非实际客户，未请求访问照片或运行SDK。"
    },
    {
      "id": "SR007F7-ROLLUP-TERMS",
      "companyId": "AI144",
      "title": "Rollup当前免费与衍生数据上云",
      "url": "https://www.tryrollup.com/legal/sdk-terms",
      "publishedAt": "2026-10-13",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "Kint AI, Inc.条款：SDK二进制、应用需审核；当前免费，收费至少提前30日通知；query/profile衍生文本传Rollup及模型方。",
      "limitation": "当前免费与投资方签约ARR需按产品/合同/时间对应，非直接认财务造假；原图不离机不能泛化全部数据零上云，公开说明不等代码开放。"
    },
    {
      "id": "SR007F7-ROLLUP-DATA",
      "companyId": "AI144",
      "title": "Rollup数据处置与第三方保留范围",
      "url": "https://www.tryrollup.com/legal/data-management",
      "publishedAt": "2026-10-20",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "政策区分原图/本地索引、衍生文本、位置格、设备及运营账单记录；提供方可能保留30日滥用监测或另零保留安排。",
      "limitation": "政策/SDK不完全零数据，第三方安排及实际配置须核；未审计实现或取得真实用户数据，不作隐私安全保证。"
    },
    {
      "id": "SR007F7-RUMBO-SR",
      "companyId": "AI145",
      "title": "Rumbo2026与运营商最终决定",
      "url": "https://speedrun.a16z.com/companies/rumbo",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "投资方列2026成立、5人、纽约，US-LATAM货代报价/运营Agent，操作者最终决定，十倍货量是目标。",
      "limitation": "客户运量/旧高频交易退出不是本公司收入，不能把目标当实际提效或已付费规模。"
    },
    {
      "id": "SR007F7-RUMBO-HOME",
      "companyId": "AI145",
      "title": "Rumbo逐操作报价与人工批准",
      "url": "https://rumbo-ai.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "西语官网人工批准后发出，按处理操作收费、无席位/设置费/年约，具体费率按量商议；Rumbo AI, Inc.自述。",
      "limitation": "48.2K月账单、运费/利润为客户演示不是平台收入；按操作宣传需与条款周期订阅及订单对应，未执行报价/发送消息。"
    },
    {
      "id": "SR007F7-RUMBO-TERMS",
      "companyId": "AI145",
      "title": "Rumbo订阅预付与软件服务边界",
      "url": "https://rumbo-ai.com/terminos",
      "publishedAt": "2026-10-02",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "条款自述Delaware Rumbo AI, Inc.，订阅按订单定价格/币种/账期、周期预付；仅软件非承运/货代，客户审核后使用输出。",
      "limitation": "首页无年约/按量与条款订阅不自动矛盾但未对齐实际订单，不把客户运费计公司收入；登记编号自述未独立查证。"
    },
    {
      "id": "SR007F7-SARU-SR",
      "companyId": "AI146",
      "title": "Saru2026及品牌对客Agent",
      "url": "https://speedrun.a16z.com/companies/saru",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "投资方列2026成立、2人、纽约，品牌个性化对客Agent，基于购买/社交/对话历史在消息表面服务。",
      "limitation": "品牌百万客户不是Saru付费客户或员工，前雇主十亿估值不是自身收入；关系/转化增益未独立核。"
    },
    {
      "id": "SR007F7-SARU-HOME",
      "companyId": "AI146",
      "title": "Saru官网正文访问缺项",
      "url": "https://hellosaru.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/合同与数据范围复核",
      "summary": "浏览工具请求失败，普通HTTP响应读取不完整，未取得官网产品/收费或法律正文。",
      "limitation": "不因访问失败推停止服务；依据投资方明确AI任务暂关联，当前渠道集成、价表/主体和实际交付均待核，未绕过或联系。"
    },
    {
      "id": "SR007F8-SCALEDRIVE-SR",
      "companyId": null,
      "title": "scaledrive自报2024成立",
      "url": "https://speedrun.a16z.com/companies/scaledriveai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "投资方明确Founded2024、6人、圣何塞，工业机器人AI软件；paid pilots、45%效率及四倍学习速度为自述。",
      "limitation": "SR007不是成立年，2024超2025/2026样本，保留候选排除；付费试点/认证/效率未独立核，不因当前AI业务纳入新成立样本。"
    },
    {
      "id": "SR007F8-SCALEDRIVE-HOME",
      "companyId": null,
      "title": "scaledrive当前业务与学术材料边界",
      "url": "https://www.scaledrive.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "同团队官网为工业机器人安全/预测软件，旧学术研究和TUV标志支持其自述。",
      "limitation": "同行评审旧研究不等当前商业系统独立测，标志不是全部产品认证；因投资方2024成立不新建两年公司。"
    },
    {
      "id": "SR007F8-SENSE-SR",
      "companyId": "AI147",
      "title": "SenseLab2026与用户自述",
      "url": "https://speedrun.a16z.com/companies/senselab",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "投资方列2026成立、3人、山景城，Agent运行至结果/训练信号基础设施，1000+用户包括名企员工。",
      "limitation": "员工使用不等企业合同，1000用户非付费；前Juniper/Mirantis退出不归当前公司收入。"
    },
    {
      "id": "SR007F8-SENSE-HOME",
      "companyId": "AI147",
      "title": "SenseLab额度价表与营销分母缺项",
      "url": "https://www.sense-lab.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "官网Rooms/共享记忆、结果反馈与训练数据；Free1000ops，Starter原$29/月25000ops，Pro149/月50000ops及充值，另显示279/1430年选项。",
      "limitation": "年选项账期/金额须结账核；同页10000团队、11.5K评级及Motiongenie等通用文案分母未明，不当真实付费规模或误判造假。"
    },
    {
      "id": "SR007F8-SENSE-BLOG",
      "companyId": "AI147",
      "title": "SenseLab从SRE到共享学习层",
      "url": "https://www.sense-lab.ai/post/senselab-is-backed-by-a16z-speedrun",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "同名创始人文章说明从AI SRE转向Agent共享学习、Rooms及真实决策轨迹；自述Apache2自托管。",
      "limitation": "后续私有模型训练/效果是厂商自述，比较竞品及Token节省未独立测；旧事业百万开发者规模不迁本公司。"
    },
    {
      "id": "SR007F8-SENSE-TERMS",
      "companyId": "AI147",
      "title": "SenseLab运营者、托管与开源区分",
      "url": "https://amfs.sense-lab.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "条款August2026，自述SenseLab Artificial Intelligence, Inc. Delaware；库Apache2、托管订阅预付，超限可限速，无默认SLA。",
      "limitation": "月份不补具体日；条款不训练与文档私有训练服务需按产品/授权对齐，当前记忆准确性不保证，实际合同及开源仓库待核。"
    },
    {
      "id": "SR007F8-SENSE-DOCS",
      "companyId": "AI147",
      "title": "SenseLab自托管文档及软件入口",
      "url": "https://docs.sense-lab.ai/amfs/getting-started/installation",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "官方文档有amfs Python/TypeScript包及raia-live镜像路径说明，并提供GitHub页脚反链。",
      "limitation": "仅文档和包名不证明源码已读或安装成功，不执行安装/容器；准确仓库及许可需核。"
    },
    {
      "id": "SR007F8-SENSE-GITHUB",
      "companyId": "AI147",
      "title": "SenseLab文档GitHub反链主体不匹配",
      "url": "https://github.com/senselab",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "文档页脚链接到台湾大学安全系统实验室组织，页面公开旧教学/安全仓库，与当前AI创业公司未对齐。",
      "limitation": "同名组织不能当当前产品公开代码或技术验证；反链误配不证明产品不存在，需正确源码地址。未读取/运行实验室攻击代码。"
    },
    {
      "id": "SR007F8-SONDER-SR",
      "companyId": "AI148",
      "title": "Sonder2026与端侧视觉自述",
      "url": "https://speedrun.a16z.com/companies/sonder",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "投资方列2026成立、2人、纽约，端侧视觉模型观察屏幕/工作流生成技能，称基线一半大小、三倍速度。",
      "limitation": "速度/模型缩小未独立测，内部RL环境/外界许可兴趣不是已公开制品或付费许可；旧FutureClinic/Anterior业绩不归Sonder。"
    },
    {
      "id": "SR007F8-SONDER-HOME",
      "companyId": "AI148",
      "title": "Sonder官网访问缺项",
      "url": "https://sonder.fyi/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "浏览工具无法读取，普通HTTP403，未取得官网产品、权重/代码、价表或条款。",
      "limitation": "依据明确AI任务和成立自报关联，不推停业；端侧私有部署、效果和收费均待核，未绕过。"
    },
    {
      "id": "SR007F8-SOTANT-SR",
      "companyId": "AI149",
      "title": "Sotant2026与前事业ARR归属",
      "url": "https://speedrun.a16z.com/companies/sotant",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "投资方列2026成立、5人、旧金山，供应链AI运营服务；DHL/Bimbo合作自述，创始人旧Teilur400万ARR。",
      "limitation": "旧事业ARR及Maihem经历不迁本公司；名企标志不证明付费合同，数小时/全组织自动化需与服务范围对应。"
    },
    {
      "id": "SR007F8-SOTANT-HOME",
      "companyId": "AI149",
      "title": "Sotant客户回款与厂商收入区分",
      "url": "https://sotant.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "官网运营知识建模、AI员工与托管工作流，案例客户追回1000万未开票、运力/采购/生产收益。",
      "limitation": "客户追回账款及利润/节省不是Sotant收入，AI员工不是公司雇员，效果未独立核。"
    },
    {
      "id": "SR007F8-SOTANT-PRICE",
      "companyId": "AI149",
      "title": "Sotant每AI员工月费含模型与支持",
      "url": "https://sotant.com/pricing/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "原$1000/月起每AI员工，含设置/模型tokens/托管/集成/支持；Enterprise按管理服务协商，客户定优先级/审异常。",
      "limitation": "标价非ARR，十岗工作量是可变自述；模型和支持全包不等无限可交付，需净费与实际交付工时/重试成本。"
    },
    {
      "id": "SR007F8-SOTANT-SERVICE",
      "companyId": "AI149",
      "title": "Sotant明确托管服务非软件许可证",
      "url": "https://sotant.com/service-description/",
      "publishedAt": "2026-07-28",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "服务说明明确managed service，流程映射→专家建模→批准后上线→持续运营，Sotant运行，后果重大处须人工审核。",
      "limitation": "效果为案例非保证，范围和SLA依单独签约，第三方模型/集成依赖需核；非纯软件许可证或全替人。"
    },
    {
      "id": "SR007F8-SPACE-SR",
      "companyId": "AI150",
      "title": "Space2026与旧Eden ARR",
      "url": "https://speedrun.a16z.com/companies/space",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "投资方列2026成立、4人、旧金山，Agent共享文件系统；2–50倍性能及旧Eden百万ARR自述。",
      "limitation": "旧Eden收入不能迁Space，跨工作负载性能不作通用倍数，petabytes可访问上下文不是实际付费存储或客户规模。"
    },
    {
      "id": "SR007F8-SPACE-HOME",
      "companyId": "AI150",
      "title": "Space年度等效价及财务演示",
      "url": "https://spacefs.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "官网macOS/Linux入口、Windows未来；明确USD年付Individual180/年（月等效15）、Teams360/成员年（月等效30）含存储，Enterprise另列。",
      "limitation": "原文月等效非实际月付价；界面Q3营收5.1M/81%毛利、客户4.2M预算为文件演示，绝不能采厂商财务；缓存/版本/流量和存储成本待核。"
    },
    {
      "id": "SR007F8-SPACE-TERMS",
      "companyId": "AI150",
      "title": "Space运营者与服务承诺范围",
      "url": "https://spacefs.com/terms/",
      "publishedAt": "2026-07-24",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "条款Space Computer, Inc.，文件存储/同步/共享，除另签无默认服务等级；独立备份由用户保留。",
      "limitation": "登记及旧Eden资产关系未独立核；有开源组件不等全部系统开源，不把无限/零磁盘口号当技术核验。"
    },
    {
      "id": "SR007F8-SPACE-ABOUT",
      "companyId": "AI150",
      "title": "Space新产品与前公司故事",
      "url": "https://spacefs.com/about/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "官网四名核心团队，与投资方对应，故事称在前公司遇到文件传输问题而构建Space。",
      "limitation": "前公司和当前产品业务需区分，故事不证明独立注册年或收入转移，不重复导入旧Eden ARR。"
    },
    {
      "id": "SR007F8-SPACE-DOCS",
      "companyId": "AI150",
      "title": "Space公开SDK说明与自测限制",
      "url": "https://docs.spacefs.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "公开多语言SDK文档及49场景自测入口，说明同桶同机、重复读取利用本地缓存，有输掉场景。",
      "limitation": "只读文档不运行SDK/基准；缓存/特定字节范围和同机条件不外推整体倍数，公开包名不等源码已核。"
    },
    {
      "id": "SR007F8-SPACE-GITHUB",
      "companyId": "AI150",
      "title": "Space文档Go包引用路径404",
      "url": "https://github.com/space-computer-inc/s3sdk",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "文档Go包路径对应GitHub请求404，未取得公开仓库正文。",
      "limitation": "404不证明没有实现或包不可用；未确认源码/权重，不升级公开制品或独立验证等级，未下载/调用。"
    },
    {
      "id": "SR007F8-SPUN-SR",
      "companyId": "AI151",
      "title": "Spun2025与创作者AI授信",
      "url": "https://speedrun.a16z.com/companies/spun-labs",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "投资方列2025成立、5人、旧金山，AI分析创作者不稳定收入的卡产品，称试点用户及商家交换费变现。",
      "limitation": "310B市场/130B创作者收入不是自身营收，试点不等已付费；卡发行/持牌主体与授信实际合同待核。"
    },
    {
      "id": "SR007F8-SPUN-HOME",
      "companyId": "AI151",
      "title": "Spun候补、预测收入和商家付费模式",
      "url": "https://www.spunlabs.co/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/服务边界与主体复核",
      "summary": "普通HTTP200可读Raymond财务AI、创作者卡候补，称不取IP/用户费用，由消费商家支付，协助预测/提前使用收入。",
      "limitation": "未取得卡发行方/费用合同与坏账/资金/奖励成本，商家手续费净分成与用户本金需拆；不提供税务/投资建议或申请金融服务。"
    },
    {
      "id": "SR007F9-STERLING-SR",
      "companyId": "AI152",
      "title": "Sterling成立/团队及主营自报",
      "url": "https://speedrun.a16z.com/companies/sterling",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "投资方自报2026、3人、旧金山，4企业部署；前三项转成原$234K ARR年合同，另300K两周后预计转化。",
      "limitation": "已转合同与未来转化分开；未取得履约/开始计费、经常性净费、币种及财务截至日，保留合同标签不纳已实现ARR。"
    },
    {
      "id": "SR007F9-STERLING-HOME",
      "companyId": "AI152",
      "title": "官网长周期经营Agent与界面金额",
      "url": "https://www.runsterling.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "续约/扩张/广告/产品队列示例，企业本体、记忆、评估和权限；客户推荐语。",
      "limitation": "界面64.8K续约、广告预算、队列ACV不是Sterling收入；推荐语非支付证明，未取得真实合同。"
    },
    {
      "id": "SR007F9-SUPERINTELLIGENCEFOUNDRY-SR",
      "companyId": "AI153",
      "title": "Superintelligence Foundry成立/团队及主营自报",
      "url": "https://speedrun.a16z.com/companies/superintelligence-foundry",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "投资方自报2026、2人、旧金山，创意AGI/自主发明，三项算法方向中两项尚待公布。",
      "limitation": "AGI、内在对齐、自改进为研发主张，不是能力已证或经常性收入；不能凭融资/未来企业价值推ARR。"
    },
    {
      "id": "SR007F9-SUPERINTELLIGENCEFOUNDRY-HOME",
      "companyId": "AI153",
      "title": "官网研发说明与维护状态",
      "url": "https://superfoundry.dev/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "公开正文说明模型→实验→更新的世界模型闭环及两名创始人，页面同时标维护/密码输入。",
      "limitation": "仅读取可见公开文字，未越过密码；研发方向不等可运行AGI、独立模型效果或对外销售。"
    },
    {
      "id": "SR007F9-SWITCHFROG-SR",
      "companyId": "AI154",
      "title": "Switchfrog成立/团队及主营自报",
      "url": "https://speedrun.a16z.com/companies/switchfrog",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "投资方自报2026、2人、旧金山，Agent识别/治理及Web工作流工具化。",
      "limitation": "37倍请求增长、15T/3–5T市场预测及前雇主品牌不是当前公司收入或采用规模。"
    },
    {
      "id": "SR007F9-SWITCHFROG-HOME",
      "companyId": "AI154",
      "title": "官网Agent检测beta和示例分母",
      "url": "https://switchfrog.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "early access，会话动作信号检测→API/webhook→客户决定放行/拦截/计费，与beta客户定价。",
      "limitation": "18,821会话明确illustrative，置信度/名企Agent图标不是真实规模/独立准确率；不安装SDK，客户席位收费非自身收入。"
    },
    {
      "id": "SR007F9-TRULI-SR",
      "companyId": "AI155",
      "title": "Truli成立/团队及主营自报",
      "url": "https://speedrun.a16z.com/companies/truli",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "投资方自报2025、2人、旧金山，覆盖开发、包装、上市后营销的AI合规平台。",
      "limitation": "市场万亿与召回损失不是本公司收入，创始人既往药物研究不证明当前合规系统有效。"
    },
    {
      "id": "SR007F9-TRULI-HOME",
      "companyId": "AI155",
      "title": "官网品牌采用与节省自述",
      "url": "https://trytruli.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "AI标签/营销审查、持续监测，称79+品牌、550+错误、每产品节省12K+。",
      "limitation": "品牌不等付费，节省/减少错误不归自身收入，10倍速度未独立核，不提供合规意见。"
    },
    {
      "id": "SR007F9-VALENT-SR",
      "companyId": "AI156",
      "title": "Valent成立/团队及主营自报",
      "url": "https://speedrun.a16z.com/companies/valent",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "投资方自报2026、2人、纽约；六周原$180K annualized revenue及5M管线。",
      "limitation": "年化原标签保留，未证明经常性；新聘一人不擅自将目录2人改3人，前Bridgewater20BAUM/旧公司40M融资不是本公司收入。"
    },
    {
      "id": "SR007F9-VALENT-HOME",
      "companyId": "AI156",
      "title": "官网供应链证据平台及匿名案例",
      "url": "https://www.valentprocure.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "连接供应商/产地/材料证据与合同要求，供应链/生产/市场准入平台及匿名案例。",
      "limitation": "匿名客户收益/采购不是平台净费，独立交付和AI效果待核；仅商业任务分类，不涉及武器实现。"
    },
    {
      "id": "SR007F9-VELAENERGY-SR",
      "companyId": "AI157",
      "title": "Vela Energy成立/团队及主营自报",
      "url": "https://speedrun.a16z.com/companies/vela-energy",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "投资方自报2026、6人、旧金山；融资原$1.3M来自a16z Speedrun/Z Fellows。",
      "limitation": "融资不是营业收入，顾问旧投资规模非本公司；工程输出仅辅助专业审核，不作为已独立验证工程能力。"
    },
    {
      "id": "SR007F9-VELAENERGY-HOME",
      "companyId": "AI157",
      "title": "官网工程审批与项目演示",
      "url": "https://www.velaenergy.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "项目资料关联、变化风险与拟议动作；每项执行前审批，连接器有available/planned区分。",
      "limitation": "界面项目200MW及未来power-on日期非真实已完成装机/厂商收入；市场2T/6.8T不归自身，不认自主工程批准。"
    },
    {
      "id": "SR007F9-VENEHEALTH-SR",
      "companyId": "AI158",
      "title": "Vene Health成立/团队及主营自报",
      "url": "https://speedrun.a16z.com/companies/vene-health",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "投资方自报2026、3人、旧金山，患者协调Agent；创始人旧医疗用品平台50M/年。",
      "limitation": "前平台供应金额不归Vene；医疗协调、合规自述与临床疗效/监管批准分开。"
    },
    {
      "id": "SR007F9-VENEHEALTH-HOME",
      "companyId": "AI158",
      "title": "官网个人Pro与机构赞助边界",
      "url": "https://www.venehealth.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "免费有限任务/消息，Pro移除月会话任务额度但单任务仍有时长/文件/安全限制；七日试用需卡自动转付费。",
      "limitation": "具体月/年价未公开，不联系询价；无月固定电话/PDF数不等无限成本，家庭/医疗机构赞助和临床效果分开。"
    },
    {
      "id": "SR007F9-VOUND-SR",
      "companyId": "AI159",
      "title": "Vound成立/团队及主营自报",
      "url": "https://speedrun.a16z.com/companies/vound",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "投资方自报2026、10人、帕洛阿尔托，明确数据与部署基础设施。",
      "limitation": "资料稀疏不假定机器人本体已量产、收入为零或产品不存在；暂按基础设施分类，具体产品待补。"
    },
    {
      "id": "SR007F9-VOUND-HOME",
      "companyId": "AI159",
      "title": "官网正文缺项",
      "url": "https://vound.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "公开首页没有可读正文，未取得定价/模型/产品部署细节。",
      "limitation": "读取失败不推停业或零收入，保留投资方已明确的Physical AI基础设施任务，未尝试登录。"
    },
    {
      "id": "SR007F9-ZOAH-SR",
      "companyId": "AI160",
      "title": "Zoah成立/团队及主营自报",
      "url": "https://speedrun.a16z.com/companies/zoah",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "投资方自报2025、7人、卡尔斯巴德，可视化协作软件平台。",
      "limitation": "创始人旧YC经历不代表Zoah是YC新公司；早期申请的名企标志非企业付款合同。"
    },
    {
      "id": "SR007F9-ZOAH-HOME",
      "companyId": "AI160",
      "title": "官网AI画布与early access范围",
      "url": "https://zoah.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "AI可生成/编辑真实组件并以分支review，early access；Operators持续运行明确coming soon。",
      "limitation": "名企early access申请、示例PR/支付按钮/CLI成功输出不是实际付费或已运行；可视化框架/模型依赖与未发布Operators分开。"
    },
    {
      "id": "SR007F9-ZORBE-SR",
      "companyId": "AI161",
      "title": "Zorbe成立/团队及主营自报",
      "url": "https://speedrun.a16z.com/companies/zorbe",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "投资方自报2026、4人、旧金山，企业定制并拥有/持续改进模型。",
      "limitation": "beat frontier为营销主张，未读到独立测或公开权重；按模型定制/运营设施分类，不凭名称当通用基础模型已验证。"
    },
    {
      "id": "SR007F9-ZORBE-HOME",
      "companyId": "AI161",
      "title": "官网企业拥有模型的主张",
      "url": "https://www.zorbe.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "公开首页仅简述公司拥有AI模型、宣称胜过前沿模型与销售预约入口。",
      "limitation": "未取得权重/测试集/独立基准及权属合约，不凭口号认通用模型领先或当前有收入。"
    },
    {
      "id": "SR007F9-STERLING-TERMS",
      "companyId": "AI152",
      "title": "Sterling网站条款仍有法人占位",
      "url": "https://www.runsterling.com/terms",
      "publishedAt": "2026-10-21",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "条款只管网站，实际产品另签；法人、地址、司法辖区为未填占位文字。",
      "limitation": "不据占位文字推财务造假，也不能把网站条款当产品SLA或已核法人；需真实合同和登记。"
    },
    {
      "id": "SR007F9-SUPER-ALIGN",
      "companyId": "AI153",
      "title": "Foundry对齐说明入口读取缺项",
      "url": "https://superfoundry.dev/resources/align",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "投资方所列首项算法公告公开地址未取得可读正文。",
      "limitation": "不可把未读公告、未公布两算法或旧学术经历当当前模型/独立结果。"
    },
    {
      "id": "SR007F9-TRULI-TERMS",
      "companyId": "AI155",
      "title": "Truli订阅、单次服务与专业审核",
      "url": "https://app.trytruli.com/terms",
      "publishedAt": "2026-09-02",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "有年产品数订阅、额度及单次扫描/达标服务；无自动超额收费，需升级/重置；声明不用客户资料训练模型，专业人工审核必要。",
      "limitation": "按订单确定实价与数量；单次不自动续订，不与订阅ARR合计；不等保证监管合规，具体精确法人未给。"
    },
    {
      "id": "SR007F9-VALENT-TERMS",
      "companyId": "AI156",
      "title": "Valent网站与平台协议分开",
      "url": "https://www.valentprocure.com/terms",
      "publishedAt": "2026-09-24",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "网站仅介绍平台，实际平台和服务由单独书面协议约定，网站信息不构成报价/专业意见。",
      "limitation": "没有读到实际平台合同/费率/SLA，不把网站责任条款视为企业合同或认定年化收入经常性。"
    },
    {
      "id": "SR007F9-VELA-TERMS",
      "companyId": "AI157",
      "title": "Vela运营者与工程责任范围",
      "url": "https://www.velaenergy.ai/terms",
      "publishedAt": "2026-07-05",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "Vela Energy, Inc.自述，组织另约优先；客户内容用于提供服务，计算/草稿/引用辅助合格专业人士审核。",
      "limitation": "独立注册、订单费率和实际集成未核；不提供工程/法律/监管意见，不能用AI助手替代批准。"
    },
    {
      "id": "SR007F9-VENE-TERMS",
      "companyId": "AI158",
      "title": "Vene个人订阅/赞助与行动许可",
      "url": "https://www.venehealth.com/terms",
      "publishedAt": "2026-07-24",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "Vene Health, Inc.，个人自动续订/机构按协议付费；行动先确认范围，超范围再次询问；电话实时转录但声明不存音频，个人与机构BAA适用范围分开。",
      "limitation": "具体价格/赞助净费、实际BAA和合规独立核验缺；不是医疗器械/诊断急救服务，文本和转录保留不等无健康数据存储。"
    },
    {
      "id": "SR007F9-VENE-AFORE",
      "companyId": "AI158",
      "title": "Vene合同ARR、管线与家庭采用",
      "url": "https://intros.afore.vc/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "Afore公开Showcase同三名创始人列上线三周3000+家庭、原$1.5M contracted ARR及8M pipeline。",
      "limitation": "只定向补充同主体，不将15家公司全单变为批准候选池；独立公司页超时未读取，合同ARR非已实现，家庭非付费，日历日/币种缺。"
    },
    {
      "id": "SR007F9-ZOAH-TERMS",
      "companyId": "AI160",
      "title": "Zoah席位、AI成本额度及条款残留主体",
      "url": "https://zoah.com/terms",
      "publishedAt": "2026-01-26",
      "accessedAt": "2026-11-01",
      "kind": "投资方及官网/条款与收入边界复核",
      "summary": "称Zoah Inc.；USD月/年预付、协作者/Viewer席位、AI成本额度及预付充值，另有市场佣金；可退出模型训练。",
      "limitation": "部分免责/争议文字仍写OPACITY，须对齐实际主体/订单；退款/未用额度和第三方模型成本需核，不把市场交易总额归订阅ARR。"
    },
    {
      "id": "SR007F10-P-AI067",
      "companyId": "AI067",
      "title": "Abliteration.ai：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/abliteration",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2026、2人，与既有记录相符。安全研究场景模型访问；标题原$7M ARR、正文7M以上run rate仍并存。",
      "limitation": "run rate未证明经常性，不新增ARR；仅核经营模式，不读取或运行攻击实现。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI057",
      "companyId": "AI057",
      "title": "Alia：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/alia",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2025、6人，与既有记录相符。协调团队/跨工具工作，原$115K live ARR、三个月相对时长；客户平台月1亿订单。",
      "limitation": "原财务记录保留，不把客户订单量、前Stone15000人或创始人旧用户归Alia。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI093",
      "companyId": "AI093",
      "title": "Athena（athena.lawyer）：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/athena",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2026、6人，与既有记录相符。AI辅助固定费律所，16关系含委托与design partners，约原$700K committed legal fees。",
      "limitation": "承诺法律费非已实现ARR，旧Legora100M ARR不归Athena；不提供法律建议。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-TC-BOUNTY",
      "companyId": "TC-BOUNTY",
      "title": "Bounty：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/bounty",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2026、2人，与既有记录相符。Agent成果市场；9月1M+年化GMV、10月预计1.5M+；15企业每月15K+客户承诺、200+第三方Agent。",
      "limitation": "GMV/承诺/未来值非净收入，第三方Agent非雇员，旧创业2M业绩不继承，不重复观测。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI064",
      "companyId": "AI064",
      "title": "Cluster：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/cluster",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2026、3人，与既有记录相符。GTM MCP/工具设施，11周原$260K+ARR；自测称30%快/4倍便宜，客户新增数百万销售管线。",
      "limitation": "自测非独立结果，客户管线不是Cluster收入，原ARR无精确日期/币种，不重复里程碑。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI065",
      "companyId": "AI065",
      "title": "Codos：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/codos",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2026、5人，与既有记录相符。企业AI转型/虚拟CAIO，七位数live ARR，客户10M+经营影响，含实施团队。",
      "limitation": "七位数只是范围，客户影响和市场500B非自身收入，不能假定纯软件利润。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI089",
      "companyId": "AI089",
      "title": "Cybernetic Physics：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/cybernetic-physics",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2026、4人，与既有记录相符。部署第三方人形/移动机器人于数据中心，8周原$828K live ARR；DeepAI十余机器人合同。",
      "limitation": "第三方硬件、部署和持续运维需拆，合同台数不等交付台数或独立收入，旧论文非当前系统独立测。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI100",
      "companyId": "AI100",
      "title": "DRS：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/drs",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2025、10人，与既有记录相符。2025消费应用工作室，10人、三应用合计原$1.3M ARR，第二应用30日400K。",
      "limitation": "第二应用属于组合，不与总额再加；旧40M ARR/125M收购/旧游戏5亿安装非DRS。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI092",
      "companyId": "AI092",
      "title": "Elu：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/elu",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2026、2人，与既有记录相符。用户会话→问题→修复/验证，模型许可/客户基础设施；ARR八倍增长、600+接入、2M+管线。",
      "limitation": "无绝对ARR不能从倍数补金额，接入不等付费，名企管线不作收入。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI069",
      "companyId": "AI069",
      "title": "Infragrid：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/infragrid",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2026、2人，与既有记录相符。跨应用行为/记忆推荐自动化，原$302K ARR两周里程碑与节时70%自述。",
      "limitation": "当前官网改为实验室专家数据/环境/评测，条款仍描述Runbooks自动化；并存/转向和旧ARR对应范围未核，不迁新业务。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI090",
      "companyId": "AI090",
      "title": "Lazyweb：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/lazyweb",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2026、2人，与既有记录相符。产品增长AI，原$1M live ARR两个月；旧Discord/Duolingo/Photomath履历。",
      "limitation": "旧500M出售金额和旧雇主收入非Lazyweb，未独立核付款/留存或产品效果。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI043",
      "companyId": "AI043",
      "title": "Nexor AI：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/nexor-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2026、8人，与既有记录相符。收入Agent设施，五个月原$2.5M ARR、270客户、19国、每日20万余对话自述。",
      "limitation": "旧房地产交易/融资及患者规模不迁；官网另一客户分母需同期对齐，原ARR不新增重复。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI097",
      "companyId": "AI097",
      "title": "OneGC：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/onegc",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2025、3人，与既有记录相符。2025法律平台，原$1.18M以上ARR旁括420K in pilot、50多客户，年订阅法律额度。",
      "limitation": "1.18M/420K包含或另计不明，不相加减；平台与律所及官网月费需按合同拆，旧Dibbs财务不继承。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI088",
      "companyId": "AI088",
      "title": "Ontem：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/ontem",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2026、2人，与既有记录相符。应收开票/催收及未来融资，六周原$25K signed ARR、1M+管线，预计10月末60M年化交易量。",
      "limitation": "signed不等上线履约，代收交易量/未来融资非平台净收入，不因月份已过将预测变实际。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI095",
      "companyId": "AI095",
      "title": "PreMan：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/preman",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2026、2人，与既有记录相符。自适应QA测试/修复，原$170K ARR；Surt AI旧1M ARR及创始人研究履历。",
      "limitation": "当前产品与SDK公开分开，旧事业财务不归PreMan，独立产品性能与实际合同仍未核。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI063",
      "companyId": "AI063",
      "title": "Proper Motion：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/proper-motion",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2025、3人，与既有记录相符。Agent持续学习设施，2025、3人，三周私测原$270K+ARR及2M管线。",
      "limitation": "私测原标签保留，原OpenAI用户/旧Citadel八位PnL不归新公司；嵌入式工程交付净费/人力需核。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-P-AI094",
      "companyId": "AI094",
      "title": "Tenera：SR007复用档案逐项重读",
      "url": "https://speedrun.a16z.com/companies/tenera",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "既有公司独立档案与经营口径复核",
      "summary": "投资方仍列成立2026、3人，与既有记录相符。模拟用户预测产品反应，2026、3人、三周原$300K+ARR，企业试点转合同及40余管线。",
      "limitation": "85%准确率无独立测试，客户商业效果/旧Uber营收非自身收入，试点/管线不重复加ARR。 机构有投资利益关系，成立/人数/财务不等独立审计，读取日非财务截至日。"
    },
    {
      "id": "SR007F10-ALIA-HOME",
      "companyId": "AI057",
      "title": "Alia跨工具协调及模拟情境",
      "url": "https://usealia.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "复用公司当前官网/条款与交付复核",
      "summary": "跨工具关系/上下文和Slack提醒、协同跟进，示例中续约/任务/对话为展示。",
      "limitation": "官网未给价表，提醒/解决状态不等实际交付或付费客户；旧Stone员工数不归Alia。"
    },
    {
      "id": "SR007F10-ALIA-TERMS",
      "companyId": "AI057",
      "title": "Alia运营主体与数据权限",
      "url": "https://auth.usealia.com/terms",
      "publishedAt": "2026-08-21",
      "accessedAt": "2026-11-01",
      "kind": "复用公司当前官网/条款与交付复核",
      "summary": "Prosieve, Inc. doing business as Alia；企业使用、订单定收费/额度，跨可见边界可要求批准；通用训练默认不使用客户内容，Slack/Google另有更严格限制。",
      "limitation": "登记/关联主体合并范围未独立核；禁训练不等无客户索引/嵌入或全部数据本地，需审核重要输出/行为。"
    },
    {
      "id": "SR007F10-CLUSTER-HOME",
      "companyId": "AI064",
      "title": "Cluster数据/外联工具与自测边界",
      "url": "https://www.getcluster.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "复用公司当前官网/条款与交付复核",
      "summary": "GTM MCP/CLI，50余数据源、信号/查找/序列/礼物；宣称内测任务性能，提供免费试用及客户推荐语。",
      "limitation": "免费试用非付费，内部基准非独立测；数据/外联/礼物成本及授权需拆，例子来源/指标非自身财务，不实际外联或发送礼物。"
    },
    {
      "id": "SR007F10-CLUSTER-TERMS",
      "companyId": "AI064",
      "title": "Cluster订单、用量及第三方成本",
      "url": "https://www.getcluster.ai/terms",
      "publishedAt": "2026-09-03",
      "accessedAt": "2026-11-01",
      "kind": "复用公司当前官网/条款与交付复核",
      "summary": "Cluster Software Inc. Delaware自述，订阅/约定用量按订单，第三方账户费用另循其条款；试用转付费须同意，未用额度通常不退。",
      "limitation": "当前具体实价/净费未读，数据访问不等有联系许可，自动行为需配置权限及人工审核，登记/履约未独立核。"
    },
    {
      "id": "SR007F10-CODOS-HOME",
      "companyId": "AI065",
      "title": "Codos明确FDE与持续月度合作",
      "url": "https://www.codos.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "复用公司当前官网/条款与交付复核",
      "summary": "员工访谈/公司brain/虚拟CAIO，300–3000人客户目标；30日试点后持续月度合作，驻场工程师部署并帮助建立内部能力。",
      "limitation": "客户规模非公司员工；演示26.4M营收/18.2%净利等非Codos财务；10倍ROI/自进化未独立验证，月合作不自动等纯软件ARR。"
    },
    {
      "id": "SR007F10-INFRAGRID-HOME",
      "companyId": "AI069",
      "title": "Infragrid当前首页与旧主营不一致",
      "url": "https://infragrid.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "复用公司当前官网/条款与交付复核",
      "summary": "当前公开首页写面向前沿模型实验室的研究和专家数据、环境、评测。",
      "limitation": "与投资方办公自动化和当前法律条款Runbooks描述不同；可能转向/并存未证，历史302K ARR不能归当前新业务口径，具体收入组成缺。"
    },
    {
      "id": "SR007F10-INFRAGRID-TERMS",
      "companyId": "AI069",
      "title": "Infragrid条款仍保留Runbooks与不训练声明",
      "url": "https://infragrid.ai/legal/terms-of-service",
      "publishedAt": "2026-09-10",
      "accessedAt": "2026-11-01",
      "kind": "复用公司当前官网/条款与交付复核",
      "summary": "生效10月10日，自述Infragrid, Inc. Delaware；明确用户启动/停止录屏及Runbooks，不持续录屏；客户资料不训练模型，订阅按订单。",
      "limitation": "与当前首页专家数据业务的来源/授权/合同关系未核；声明不训练客户内容不等不能售另行授权数据，两产品数据边界须确认，不能直接推矛盾造假。"
    },
    {
      "id": "SR007F10-PROPER-HOME",
      "companyId": "AI063",
      "title": "Proper Motion嵌入式学习工程交付",
      "url": "https://www.propermotion.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "复用公司当前官网/条款与交付复核",
      "summary": "持续学习/行为与结果反馈闭环；明确嵌入客户代码库和团队、客户拥有stack且位于客户基础设施，high-touch合作。",
      "limitation": "不是已证明自助SaaS，配置/工程师工时、训练/观测及维护成本需核；privacy-first不等全部后端无资料，实际合同缺。"
    },
    {
      "id": "SR007F10-PROPER-TERMS",
      "companyId": "AI063",
      "title": "Proper Motion DBA与Virgo产品范围",
      "url": "https://www.propermotion.ai/terms",
      "publishedAt": "2026-08-14",
      "accessedAt": "2026-11-01",
      "kind": "复用公司当前官网/条款与交付复核",
      "summary": "GAIA REAL ESTATE AI INC. doing business as Proper Motion，覆盖Virgo应用/API/SDK/CLI；具体费期按订单，生成建议/代码需审核，司法辖区仍有confirm county占位。",
      "limitation": "法人名称/品牌/产品沿革和独立登记未核，不因Real Estate名称改主营或推新成立；占位仅补证，不直接推造假。"
    },
    {
      "id": "SR007F10-ABLITERATION-HOME",
      "companyId": "AI067",
      "title": "Abliteration托管模型和治理网关",
      "url": "https://abliteration.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "复用公司当前官网/条款与交付复核",
      "summary": "托管模型API、Policy Gateway与数据生成服务，首页称GLM-5.3作为Abliterated Large v2；月额度及预付访问。",
      "limitation": "只读商业模式/计费，不执行SDK、模型或攻击示例；基础模型衍生/托管不等自行训练通用前沿模型，隐私/性能声明未独立核。"
    },
    {
      "id": "SR007F10-ABLITERATION-PRICE",
      "companyId": "AI067",
      "title": "Abliteration月额度、充值与token单价",
      "url": "https://abliteration.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "复用公司当前官网/条款与交付复核",
      "summary": "Developer/Growth/Scale原$20/50/200每月含等额用量额度及折扣，一次充值独立；模型表明确USD/百万token，输入/缓存/输出分别计费，搜索另计。",
      "limitation": "价表不是已实现MRR/ARR；额度充值/消费不能重复算收入，当前USD模型费不补历史7M声明币种；退款、未用预收和推理/网关成本需核。"
    },
    {
      "id": "SRALL1-FRONTEND",
      "companyId": null,
      "title": "Speedrun公开目录批次筛选实现",
      "url": "https://speedrun.a16z.com/_next/static/chunks/pages/_app-65cc9d56181b34a2.js",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "只读公开前端资源，目录GET使用/api/companies/companyparams，参数limit、offset及重复cohort；未执行JS。",
      "limitation": "普通页面?cohort仍默认SR007，不代表来源只有该批；只调用目录公开匿名GET，不调用账户、my-company写入或投资者导出。"
    },
    {
      "id": "SRALL1-EXPORT-BOUNDARY",
      "companyId": null,
      "title": "Speedrun目录公开查询与投资者导出边界",
      "url": "https://speedrun.a16z.com/_next/static/chunks/pages/companies-9f1f78c0049706f8.js",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "公开页面代码将Export按钮和相关操作置于investor身份判断内；公司列表另用CompanyListingBlock。",
      "limitation": "不请求介绍、联系创始人、注册/登录或调用投资者导出；公开资源可读不赋予私有字段/操作权限。"
    },
    {
      "id": "SRALL1-P-RUNWARE",
      "companyId": null,
      "title": "Speedrun runware成立年份范围核对",
      "url": "https://speedrun.a16z.com/companies/runware",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "独立档案列Founded 2023、SR001；40人、伦敦，媒体生成统一API；速度/成本为自述，未新增财务。",
      "limitation": "明确超2025/2026成立边界，仅按投资方自报排除，不声称独立登记已核；不把入选批次/当前AI产品推出当新成立，不新增公司/财务观测。"
    },
    {
      "id": "SRALL1-P-SLOYD",
      "companyId": null,
      "title": "Speedrun sloyd成立年份范围核对",
      "url": "https://speedrun.a16z.com/companies/sloyd",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "独立档案列Founded 2023、SR001；12人、奥斯汀，AI辅助3D模板/图生3D；300K用户非付费或ARR。",
      "limitation": "明确超2025/2026成立边界，仅按投资方自报排除，不声称独立登记已核；不把入选批次/当前AI产品推出当新成立，不新增公司/财务观测。"
    },
    {
      "id": "SRALL1-P-HEDRA",
      "companyId": null,
      "title": "Speedrun hedra成立年份范围核对",
      "url": "https://speedrun.a16z.com/companies/hedra",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "独立档案列Founded 2023、SR002；25人、旧金山，视觉推理/训练及定制模型；不归创始人后续新公司业绩。",
      "limitation": "明确超2025/2026成立边界，仅按投资方自报排除，不声称独立登记已核；不把入选批次/当前AI产品推出当新成立，不新增公司/财务观测。"
    },
    {
      "id": "SRALL1-P-FLORA",
      "companyId": null,
      "title": "Speedrun flora成立年份范围核对",
      "url": "https://speedrun.a16z.com/companies/flora",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "独立档案列Founded 2024、SR004；8人、纽约，生成式创意画布/工作流；名企采用不等已核付款。",
      "limitation": "明确超2025/2026成立边界，仅按投资方自报排除，不声称独立登记已核；不把入选批次/当前AI产品推出当新成立，不新增公司/财务观测。"
    },
    {
      "id": "SRALL1-P-INTANGIBLE",
      "companyId": null,
      "title": "Speedrun intangible成立年份范围核对",
      "url": "https://speedrun.a16z.com/companies/intangible",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "独立档案列Founded 2024、SR004；12人、旧金山，AI3D/世界模型创意平台；150K客户自述及竞品年费不当自身收入。",
      "limitation": "明确超2025/2026成立边界，仅按投资方自报排除，不声称独立登记已核；不把入选批次/当前AI产品推出当新成立，不新增公司/财务观测。"
    },
    {
      "id": "SRALL1-P-AGENT-ASTRA",
      "companyId": null,
      "title": "Speedrun agent-astra成立年份范围核对",
      "url": "https://speedrun.a16z.com/companies/agent-astra",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "独立档案列Founded 2022、SR005；7人、纽约，运营自有货代业务；目标EBITDA倍数和旧MetaMap ARR/融资不归本公司已实现收入。",
      "limitation": "明确超2025/2026成立边界，仅按投资方自报排除，不声称独立登记已核；不把入选批次/当前AI产品推出当新成立，不新增公司/财务观测。"
    },
    {
      "id": "SRALL1-SR001-ROSTER",
      "companyId": null,
      "title": "SR001匿名公开目录完整单页",
      "url": "https://speedrun.a16z.com/api/companies/companyparams?limit=100&offset=0&cohort=SR001",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "匿名GET普通HTTP200，count 25、返回25、批次均SR001、ID/slug各25唯一，next/previous空。仅目录发现位置，成立/AI主营需逐项独立档案。",
      "limitation": "只保存公司名/档案链接和候选映射，不将founder个人字段存研究表；没有成立字段，不以cohort推年份，也不采目录宣传金额为收入。不代表未公开/已移除公司或未来名单。"
    },
    {
      "id": "SRALL1-SR002-ROSTER",
      "companyId": null,
      "title": "SR002匿名公开目录完整单页",
      "url": "https://speedrun.a16z.com/api/companies/companyparams?limit=100&offset=0&cohort=SR002",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "匿名GET普通HTTP200，count 25、返回25、批次均SR002、ID/slug各25唯一，next/previous空。仅目录发现位置，成立/AI主营需逐项独立档案。",
      "limitation": "只保存公司名/档案链接和候选映射，不将founder个人字段存研究表；没有成立字段，不以cohort推年份，也不采目录宣传金额为收入。不代表未公开/已移除公司或未来名单。"
    },
    {
      "id": "SRALL1-SR003-ROSTER",
      "companyId": null,
      "title": "SR003匿名公开目录完整单页",
      "url": "https://speedrun.a16z.com/api/companies/companyparams?limit=100&offset=0&cohort=SR003",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "匿名GET普通HTTP200，count 32、返回32、批次均SR003、ID/slug各32唯一，next/previous空。仅目录发现位置，成立/AI主营需逐项独立档案。",
      "limitation": "只保存公司名/档案链接和候选映射，不将founder个人字段存研究表；没有成立字段，不以cohort推年份，也不采目录宣传金额为收入。不代表未公开/已移除公司或未来名单。"
    },
    {
      "id": "SRALL1-SR004-ROSTER",
      "companyId": null,
      "title": "SR004匿名公开目录完整单页",
      "url": "https://speedrun.a16z.com/api/companies/companyparams?limit=100&offset=0&cohort=SR004",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "匿名GET普通HTTP200，count 42、返回42、批次均SR004、ID/slug各42唯一，next/previous空。仅目录发现位置，成立/AI主营需逐项独立档案。",
      "limitation": "只保存公司名/档案链接和候选映射，不将founder个人字段存研究表；没有成立字段，不以cohort推年份，也不采目录宣传金额为收入。不代表未公开/已移除公司或未来名单。"
    },
    {
      "id": "SRALL1-SR005-ROSTER",
      "companyId": null,
      "title": "SR005匿名公开目录完整单页",
      "url": "https://speedrun.a16z.com/api/companies/companyparams?limit=100&offset=0&cohort=SR005",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "匿名GET普通HTTP200，count 59、返回59、批次均SR005、ID/slug各59唯一，next/previous空。仅目录发现位置，成立/AI主营需逐项独立档案。",
      "limitation": "只保存公司名/档案链接和候选映射，不将founder个人字段存研究表；没有成立字段，不以cohort推年份，也不采目录宣传金额为收入。不代表未公开/已移除公司或未来名单。"
    },
    {
      "id": "SRALL1-SR006-ROSTER",
      "companyId": null,
      "title": "SR006匿名公开目录完整单页",
      "url": "https://speedrun.a16z.com/api/companies/companyparams?limit=100&offset=0&cohort=SR006",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "匿名GET普通HTTP200，count 59、返回59、批次均SR006、ID/slug各59唯一，next/previous空。仅目录发现位置，成立/AI主营需逐项独立档案。",
      "limitation": "只保存公司名/档案链接和候选映射，不将founder个人字段存研究表；没有成立字段，不以cohort推年份，也不采目录宣传金额为收入。不代表未公开/已移除公司或未来名单。"
    },
    {
      "id": "SRALL1-SR007-ROSTER",
      "companyId": null,
      "title": "SR007匿名公开目录完整单页",
      "url": "https://speedrun.a16z.com/api/companies/companyparams?limit=100&offset=0&cohort=SR007",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开目录筛选与有限候选边界核对",
      "summary": "匿名GET普通HTTP200，count 79、返回79、批次均SR007、ID/slug各79唯一，next/previous空。与原HTML SR007的79个slug集合一致。",
      "limitation": "只保存公司名/档案链接和候选映射，不将founder个人字段存研究表；没有成立字段，不以cohort推年份，也不采目录宣传金额为收入。不代表未公开/已移除公司或未来名单。"
    },
    {
      "id": "SRPRO1-P-SR001R-C01",
      "companyId": null,
      "title": "Canto Reality公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/canto-reality",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、7人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C02",
      "companyId": null,
      "title": "Elsewhere公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/elsewhere",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、5人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C03",
      "companyId": null,
      "title": "Ex-Human公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/ex-human",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2021、20人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C04",
      "companyId": null,
      "title": "GGFolks公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/ggfolks",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2019、5人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C05",
      "companyId": null,
      "title": "Househunt公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/househunt",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、3人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C06",
      "companyId": null,
      "title": "Incite Interactive公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/incite-interactive",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、5人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C07",
      "companyId": null,
      "title": "Level Headed Games公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/level-headed-games",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、9人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C08",
      "companyId": null,
      "title": "Matchday公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/matchday",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、30人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C09",
      "companyId": null,
      "title": "Neon公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/neon",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、20人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C10",
      "companyId": null,
      "title": "Original Games公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/original-games",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2019、47人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C11",
      "companyId": null,
      "title": "Rascal Games公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/rascal-games",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、10人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C12",
      "companyId": null,
      "title": "Ray Browser公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/ray-browser",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、15人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C13",
      "companyId": null,
      "title": "Rosebud AI公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/rosebud-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2020、12人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C16",
      "companyId": null,
      "title": "SuperGaming公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/supergaming",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2019、150人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C17",
      "companyId": null,
      "title": "Talofa Games公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/talofa-games",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2019、10人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C18",
      "companyId": null,
      "title": "The Possible Company公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/the-possible-company",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、2人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C19",
      "companyId": null,
      "title": "Torbie公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/torbie",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、7人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C20",
      "companyId": null,
      "title": "Trass Games公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/trass-games",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2021、13人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C21",
      "companyId": null,
      "title": "Unleashed Games公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/unleashed-games",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、12人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C22",
      "companyId": null,
      "title": "Uthana公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/uthana",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、8人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C23",
      "companyId": null,
      "title": "Voidpet公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/voidpet",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2021、3人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C24",
      "companyId": null,
      "title": "Windwalk公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/windwalk",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2018、30人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR001R-C25",
      "companyId": null,
      "title": "Zibra AI公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/zibra-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2021、14人、SR001；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C01",
      "companyId": null,
      "title": "Aghanim公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/aghanim",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、52人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C02",
      "companyId": null,
      "title": "Braid公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/braid",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、5人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C03",
      "companyId": null,
      "title": "Clementine公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/clementine",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、3人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C04",
      "companyId": null,
      "title": "Crater Studios公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/crater-studios",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、11人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C05",
      "companyId": null,
      "title": "Dare Drop公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/dare-drop",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2019、10人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C06",
      "companyId": null,
      "title": "Dream Voyage公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/dream-voyage",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、4人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C07",
      "companyId": null,
      "title": "Drill Creative公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/drill-creative",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、2人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C08",
      "companyId": null,
      "title": "First Day Entertainment公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/first-day-entertainment",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、2人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C09",
      "companyId": null,
      "title": "Gamebeast公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/gamebeast",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、4人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C10",
      "companyId": null,
      "title": "Gridsnap公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/gridsnap",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、3人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C12",
      "companyId": null,
      "title": "k-ID公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/k-id",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、50人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C13",
      "companyId": null,
      "title": "Legion公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/legion",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、12人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C14",
      "companyId": null,
      "title": "Lil Snack公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/lil-snack",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、7人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C15",
      "companyId": null,
      "title": "LIVE AWARE公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/live-aware",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、7人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C16",
      "companyId": null,
      "title": "Magic Circle Studio公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/magic-circle-studio",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、4人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C17",
      "companyId": null,
      "title": "Neon Wild公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/neon-wild",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2021、2人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C18",
      "companyId": null,
      "title": "Parhelion Studio Co.公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/parhelion-studio-co",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、6人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C19",
      "companyId": null,
      "title": "Plutus Labs公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/plutus-labs",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、18人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C20",
      "companyId": null,
      "title": "Qloud Games (Loftia)公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/qloud-games-loftia",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、26人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C21",
      "companyId": null,
      "title": "Quago公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/quago",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、9人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C22",
      "companyId": null,
      "title": "Rivet公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/rivet",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、5人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C23",
      "companyId": null,
      "title": "StyleFrame公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/styleframe",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、12人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C24",
      "companyId": null,
      "title": "Tractive公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/tractive",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、3人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR002R-C25",
      "companyId": null,
      "title": "videogame.ai公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/videogameai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、7人、SR002；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C01",
      "companyId": null,
      "title": "2weeks公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/2weeks",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、4人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C02",
      "companyId": null,
      "title": "Adzap公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/adzap",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、5人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C03",
      "companyId": null,
      "title": "AvatarOS公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/avataros",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、5人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C04",
      "companyId": null,
      "title": "Clouted公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/clouted",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、25人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C05",
      "companyId": null,
      "title": "Communion公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/communion",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、5人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C06",
      "companyId": null,
      "title": "Definitely Games公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/definitely-games",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、2人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C07",
      "companyId": null,
      "title": "Echo Chunk公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/echo-chunk",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、3人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C08",
      "companyId": null,
      "title": "Eclipsa AI公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/eclipsa-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、6人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C09",
      "companyId": null,
      "title": "Else公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/else",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、2人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C10",
      "companyId": null,
      "title": "Endo Health公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/endo-health",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、4人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C11",
      "companyId": null,
      "title": "Entropia公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/entropia",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、10人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C12",
      "companyId": null,
      "title": "Exia Labs公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/exia-labs",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、6人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C13",
      "companyId": null,
      "title": "Flat2VR Studios公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/flat2vr-studios",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、40人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C14",
      "companyId": null,
      "title": "Hatsu Labs公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/hatsu-labs",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、10人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C15",
      "companyId": null,
      "title": "Human Computer公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/human-computer",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、11人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C16",
      "companyId": null,
      "title": "Keewano公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/keewano",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、20人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C17",
      "companyId": null,
      "title": "LFG公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/lfg",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、15人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C18",
      "companyId": null,
      "title": "Little Umbrella公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/little-umbrella",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、6人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C19",
      "companyId": null,
      "title": "Manifest公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/manifest",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、3人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C20",
      "companyId": null,
      "title": "NoMi公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/nomi",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、4人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C21",
      "companyId": null,
      "title": "nunu.ai公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/nunuai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、5人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C22",
      "companyId": null,
      "title": "Orbital公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/orbital",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、8人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C23",
      "companyId": null,
      "title": "Refactor Games公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/refactor-games",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2021、26人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C24",
      "companyId": null,
      "title": "RUNREAL公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/runreal",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、4人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C25",
      "companyId": null,
      "title": "Schemata公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/schemata",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、14人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C26",
      "companyId": null,
      "title": "Sekai公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/sekai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、15人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C27",
      "companyId": null,
      "title": "SomeSome公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/somesome",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、6人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C28",
      "companyId": null,
      "title": "Soundmap公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/soundmap",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、4人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C29",
      "companyId": null,
      "title": "Spark Space公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/spark-space",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、3人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C30",
      "companyId": null,
      "title": "TaleMonster Games公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/talemonster-games",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、8人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C31",
      "companyId": null,
      "title": "TapTap Live公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/taptap-live",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、4人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR003R-C32",
      "companyId": null,
      "title": "VRL公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/vrl",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、2人、SR003；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C01",
      "companyId": null,
      "title": "Alpaka Games公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/alpaka-games",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、6人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C02",
      "companyId": null,
      "title": "Atorie公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/atorie",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、5人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C03",
      "companyId": null,
      "title": "Checkmate公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/checkmate",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、2人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C04",
      "companyId": null,
      "title": "Cheddr公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/cheddr",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、3人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C05",
      "companyId": null,
      "title": "Chronicler公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/chronicler",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、3人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C06",
      "companyId": null,
      "title": "Circle Games公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/circle-games",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、11人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C07",
      "companyId": null,
      "title": "Clubs Poker公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/clubs-poker",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、49人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C08",
      "companyId": null,
      "title": "Coverd公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/coverd",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、15人、SR004；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C09",
      "companyId": null,
      "title": "Coverstar公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/coverstar",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、9人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C10",
      "companyId": null,
      "title": "Darwin公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/darwin",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、5人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C11",
      "companyId": null,
      "title": "Dial公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/dial",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、7人、SR004；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C12",
      "companyId": null,
      "title": "Double Dusk公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/double-dusk",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、5人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C13",
      "companyId": null,
      "title": "Double Fifth公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/double-fifth",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、2人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C14",
      "companyId": null,
      "title": "Edgar公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/edgar",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、10人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C15",
      "companyId": null,
      "title": "Figment公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/figment",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、3人、SR004；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C17",
      "companyId": null,
      "title": "Ghosted公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/ghosted",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、6人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C18",
      "companyId": null,
      "title": "Greathorn Games公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/greathorn-games",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、4人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C19",
      "companyId": null,
      "title": "Hooper公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/hooper",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、3人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C20",
      "companyId": null,
      "title": "Human²公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/human2",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、8人、SR004；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C22",
      "companyId": null,
      "title": "Kitbash公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/kitbash",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、2人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C23",
      "companyId": null,
      "title": "Layerpath公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/layerpath",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、6人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C24",
      "companyId": null,
      "title": "Mara公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/mara",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、7人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C25",
      "companyId": "AI168",
      "title": "Marlo公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/marlo",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、5人、SR004；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C26",
      "companyId": null,
      "title": "Mini Studio公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/mini-studio",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、10人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C27",
      "companyId": null,
      "title": "Moku公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/moku",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2021、15人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C28",
      "companyId": null,
      "title": "Nativ公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/nativ",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、2人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C29",
      "companyId": null,
      "title": "Nexad公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/nexad",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、6人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C30",
      "companyId": null,
      "title": "Nilo公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/nilo",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、20人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C31",
      "companyId": null,
      "title": "o1.exchange公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/o1exchange",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、20人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C32",
      "companyId": null,
      "title": "Outcome公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/outcome",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、6人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C33",
      "companyId": null,
      "title": "Plots公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/plots",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、5人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C34",
      "companyId": "AI169",
      "title": "Rehearsals公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/rehearsals",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、10人、SR004；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C35",
      "companyId": null,
      "title": "Sitch公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/sitch",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、2人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C36",
      "companyId": null,
      "title": "Spekter Games公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/spekter-games",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、11人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C37",
      "companyId": null,
      "title": "Sunflower公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/sunflower",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、7人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C38",
      "companyId": null,
      "title": "SweatPals公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/sweatpals",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、14人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C39",
      "companyId": null,
      "title": "Talus Robotics公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/talus-robotics",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、12人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C40",
      "companyId": null,
      "title": "trophi.ai公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/trophiai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、15人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C41",
      "companyId": null,
      "title": "Unbound公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/unbound",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2022、5人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR004R-C42",
      "companyId": null,
      "title": "Valor公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/valor",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、7人、SR004；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C02",
      "companyId": "AI162",
      "title": "Ambiguous AI公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/ambiguous-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、4人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C03",
      "companyId": "AI163",
      "title": "Anchr公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/anchr",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、5人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C04",
      "companyId": "AI164",
      "title": "AndThen公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/andthen",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、5人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C05",
      "companyId": null,
      "title": "Argu AI公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/argu-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、9人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C06",
      "companyId": "AI165",
      "title": "Arise公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/arise",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、6人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C07",
      "companyId": null,
      "title": "Artifact AI公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/artifact-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、12人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C08",
      "companyId": null,
      "title": "Atrios公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/atrios",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、10人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C09",
      "companyId": "AI166",
      "title": "Avenir AI公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/avenir-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、4人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C10",
      "companyId": null,
      "title": "Axon公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/axon",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、2人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C11",
      "companyId": "AI167",
      "title": "Bead AI公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/bead-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、5人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C12",
      "companyId": null,
      "title": "bins公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/bins",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、3人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C13",
      "companyId": "AI170",
      "title": "BotBot公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/botbot",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、5人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C14",
      "companyId": null,
      "title": "Brief公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/brief",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、2人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C15",
      "companyId": null,
      "title": "Color公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/color",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、10人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C16",
      "companyId": null,
      "title": "Creed公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/creed",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、4人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C17",
      "companyId": "AI171",
      "title": "Dex公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/dex",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、8人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C18",
      "companyId": "AI209",
      "title": "Dispatcher公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/dispatcher",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、2人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C19",
      "companyId": "AI216",
      "title": "doublespeed公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/doublespeed",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、11人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C20",
      "companyId": "AI172",
      "title": "EverCurrent公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/evercurrent",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、5人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C21",
      "companyId": null,
      "title": "Ezra AI Labs公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/ezra-ai-labs",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、4人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C22",
      "companyId": "AI190",
      "title": "Fearn公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/fearn",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、7人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C24",
      "companyId": "AI173",
      "title": "Forgepoint公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/forgepoint",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、8人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C25",
      "companyId": null,
      "title": "General Magic公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/general-magic",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、8人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C26",
      "companyId": "AI174",
      "title": "Jigsaw公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/jigsaw",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、3人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C27",
      "companyId": "AI175",
      "title": "Jooba公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/jooba",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、6人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C28",
      "companyId": "AI176",
      "title": "Kanu AI公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/kanu-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、10人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C29",
      "companyId": null,
      "title": "Kintow公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/kintow",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、4人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C30",
      "companyId": null,
      "title": "Lekondo公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/lekondo",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、6人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C31",
      "companyId": "AI177",
      "title": "Limy AI公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/limy-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、35人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C32",
      "companyId": null,
      "title": "Loan Labs公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/loan-labs",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、5人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C33",
      "companyId": "AI191",
      "title": "Logical Health公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/logical-health",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、3人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C34",
      "companyId": null,
      "title": "Luvu公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/luvu",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、5人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C35",
      "companyId": null,
      "title": "Margin公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/margin",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、3人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C36",
      "companyId": null,
      "title": "Metal公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/metal",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、22人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C37",
      "companyId": null,
      "title": "Moescape AI公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/moescape-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、14人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C38",
      "companyId": null,
      "title": "Moona Health公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/moona-health",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、5人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C39",
      "companyId": null,
      "title": "Nexxa.ai公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/nexxaai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、9人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C40",
      "companyId": null,
      "title": "Ocoder公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/ocoder",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、3人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C41",
      "companyId": null,
      "title": "Oleum公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/oleum",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、5人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C42",
      "companyId": "AI178",
      "title": "Pen.dev公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/pendev",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、9人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C43",
      "companyId": null,
      "title": "Prepp公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/prepp",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、5人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C44",
      "companyId": null,
      "title": "Presia公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/presia",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、2人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C46",
      "companyId": null,
      "title": "Sans Strings Studio公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/sans-strings-studio",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2023、10人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C47",
      "companyId": null,
      "title": "Shockwave公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/shockwave",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、12人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C48",
      "companyId": "AI210",
      "title": "Sonatic公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/sonatic",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、4人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C49",
      "companyId": "AI217",
      "title": "SoulLink公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/soullink",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、6人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C50",
      "companyId": null,
      "title": "Sounding公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/sounding",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、1人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C51",
      "companyId": "AI179",
      "title": "Sourcerer公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/sourcerer",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、4人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C52",
      "companyId": "AI180",
      "title": "Syzygy公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/syzygy",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、4人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C53",
      "companyId": null,
      "title": "Taya公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/taya",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、5人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C54",
      "companyId": null,
      "title": "URSA Mining公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/ursa-mining",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、5人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C55",
      "companyId": "AI218",
      "title": "Variant公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/variant",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、5人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C56",
      "companyId": null,
      "title": "Vega公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/vega",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、2人、SR005；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C57",
      "companyId": null,
      "title": "YKB公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/ykb",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、3人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C58",
      "companyId": null,
      "title": "Zero Billion公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/zero-billion",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、4人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR005R-C59",
      "companyId": null,
      "title": "Zingroll公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/zingroll",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、33人、SR005；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C01",
      "companyId": null,
      "title": "Acceler8公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/acceler8",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、15人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C02",
      "companyId": "AI192",
      "title": "Advocate公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/advocate",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、4人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C03",
      "companyId": "AI196",
      "title": "Alike公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/alike",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、8人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C04",
      "companyId": "AI187",
      "title": "Amdahl公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/amdahl",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、5人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C05",
      "companyId": null,
      "title": "Antihero Studios公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/antihero-studios",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、10人、SR006；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C06",
      "companyId": null,
      "title": "August公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/august",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、3人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C07",
      "companyId": "AI211",
      "title": "Auto公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/auto",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、3人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C08",
      "companyId": null,
      "title": "Belong公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/belong",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、9人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C09",
      "companyId": "AI202",
      "title": "Bilrost公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/bilrost",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、5人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C11",
      "companyId": "AI219",
      "title": "Cascade公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/cascade",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、2人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C13",
      "companyId": "AI212",
      "title": "Clair Health公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/clair-health",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、7人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C14",
      "companyId": null,
      "title": "Coalition Systems公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/coalition-systems",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、4人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C15",
      "companyId": "AI193",
      "title": "Concorda公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/concorda",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、3人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C16",
      "companyId": null,
      "title": "Crebit公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/crebit",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、2人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C17",
      "companyId": "AI181",
      "title": "Emanate公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/emanate",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2026、7人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C18",
      "companyId": "AI188",
      "title": "Grove Tax公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/grove-tax",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、2人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C20",
      "companyId": "AI197",
      "title": "Heavi公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/heavi",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、2人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C22",
      "companyId": null,
      "title": "Idilio公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/idilio",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、9人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C23",
      "companyId": "AI182",
      "title": "Kaaro公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/kaaro",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2026、2人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C25",
      "companyId": "AI194",
      "title": "Miraka公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/miraka",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、3人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C26",
      "companyId": null,
      "title": "Mirror Mirror AI公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/mirror-mirror-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、8人、SR006；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C27",
      "companyId": "AI183",
      "title": "Modaic公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/modaic",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、2人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C28",
      "companyId": "AI198",
      "title": "Modern Industrials公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/modern-industrials",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、4人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C29",
      "companyId": "AI184",
      "title": "Oasis公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/oasis",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2026、5人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C30",
      "companyId": null,
      "title": "Oasiz公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/oasiz",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、4人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C32",
      "companyId": null,
      "title": "Panorama公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/panorama",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、4人、SR006；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C33",
      "companyId": null,
      "title": "PartyHat公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/partyhat",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、2人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C34",
      "companyId": "AI203",
      "title": "PayPath公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/paypath",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、6人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C35",
      "companyId": null,
      "title": "PicPet公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/picpet",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、6人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C36",
      "companyId": "AI199",
      "title": "Piper-ai公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/piper-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、7人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C37",
      "companyId": null,
      "title": "Pluvo公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/pluvo",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、14人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C38",
      "companyId": "AI185",
      "title": "Prior Foundry公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/prior-foundry",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2026、7人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C39",
      "companyId": null,
      "title": "Quanto公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/quanto",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、6人、SR006；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C41",
      "companyId": "AI195",
      "title": "Quo Labs公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/quo-labs",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、2人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C42",
      "companyId": "AI205",
      "title": "SafeWorld公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/safeworld",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、6人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C43",
      "companyId": "AI204",
      "title": "Sellara公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/sellara",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、4人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C44",
      "companyId": "AI200",
      "title": "Sentra公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/sentra",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、12人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C45",
      "companyId": null,
      "title": "Simula公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/simula",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、5人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C46",
      "companyId": "AI189",
      "title": "Sirius公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/sirius",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、15人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C47",
      "companyId": null,
      "title": "Smart Bricks公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/smart-bricks",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2024、20人、SR006；slug与发现链接对应。自报成立超2025/2026范围。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C48",
      "companyId": null,
      "title": "snag公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/snag",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、4人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C49",
      "companyId": "AI213",
      "title": "Snapp AI公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/snapp-ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、6人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C50",
      "companyId": "AI206",
      "title": "Sparta公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/sparta",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、3人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C51",
      "companyId": "AI214",
      "title": "Straia公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/straia",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、8人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C52",
      "companyId": "AI215",
      "title": "SUN公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/sun",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、3人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C53",
      "companyId": "AI207",
      "title": "Syncere公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/syncere",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、8人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C54",
      "companyId": null,
      "title": "Taxnova公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/taxnova",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、5人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C55",
      "companyId": "AI208",
      "title": "ThirdBrain Labs公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/thirdbrain-labs",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、2人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C57",
      "companyId": "AI220",
      "title": "Vereda公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/vereda",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、8人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C58",
      "companyId": "AI201",
      "title": "Verra公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/verra",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2025、2人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-P-SR006R-C59",
      "companyId": "AI186",
      "title": "ZeroDrift公开独立档案：成立/团队字段",
      "url": "https://speedrun.a16z.com/companies/zerodrift",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开公司档案成立字段及任务核对",
      "summary": "匿名普通HTML的公开company对象列Founded 2026、12人、SR006；slug与发现链接对应。自报成立处于2025/2026；当前AI主营、产品和精确主体仍须核。",
      "limitation": "只核公开成立/团队/业务说明，不将访问日当指标截至日或机构批次当成立年；非独立登记/人事或财务审计。未将目录/履历/市场/客户或未经逐条财务核查的数字自动转收入。"
    },
    {
      "id": "SRPRO1-AMBIGUOUS-HOME",
      "companyId": "AI162",
      "title": "Ambiguous当前18应用与actions/席位分母",
      "url": "https://www.ambiguous.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/定价与条款复核",
      "summary": "官网普通HTTP200返回Markdown；18个办公应用、人/Agent共享身份/数据，免费5人及1000月actions；新增成员原$7月等效年付、8.40月付，5买500永不失效追加额度。",
      "limitation": "机构17应用与当前18为异时点，不推造假；外部BYO Agent常规CRUD免费、高级操作耗用量及供应商成本，与内建Assistant分开，基础额度不结转；未执行安装命令或注册。"
    },
    {
      "id": "SRPRO1-ANCHR-HOME",
      "companyId": "AI163",
      "title": "Anchr多行业运营与演示金额",
      "url": "https://anchr.tech/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/定价与条款复核",
      "summary": "数据/集成、公司本体、运行时权限/批准与专用Agent；从食品扩至工业/医药/建材等实体分销，预约演示。",
      "limitation": "基于50M分销商的节省为illustrative，订单/发票金额和客户收益非自身财务；融资/首单媒体标题须读原文，不把标题作收入。"
    },
    {
      "id": "SRPRO1-ANCHR-TERMS",
      "companyId": "AI163",
      "title": "Anchr网站条款正文缺项",
      "url": "https://anchr.tech/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/定价与条款复核",
      "summary": "公开页面只有网站条款标题/简短说明与页脚Anchr, Inc.，未提供完整企业服务条款正文。",
      "limitation": "网站可读不等实际软件/实施协议已核，收费/SLA/退款及数据处理缺项保留。"
    },
    {
      "id": "SRPRO1-ANDTHEN-HOME",
      "companyId": "AI164",
      "title": "AndThen互动音频与未来创作工具",
      "url": "https://andthen.chat/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/定价与条款复核",
      "summary": "官网human-crafted可用声音控制体验，体验列表动态Loading，创作工具写upcoming。",
      "limitation": "无法从动态列表读具体已发布数量或费用，不把未发布创作工具当已付费；未录音/调用体验。"
    },
    {
      "id": "SRPRO1-ANDTHEN-TERMS",
      "companyId": "AI164",
      "title": "AndThen beta、录音授权与未公开费率",
      "url": "https://andthen.chat/terms/",
      "publishedAt": "2025-08-01",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/定价与条款复核",
      "summary": "AndThen, Inc. Delaware；当前alpha/beta，可有免费/付费层；音频/转录/背景音可能录制，含人工评估和模型/体验开发用途。",
      "limitation": "不保证零数据/全本地；实际价格/同意流程/内容IP合同需核，机构洛杉矶与条款营业地纽约分列，不推主体冲突。"
    },
    {
      "id": "SRPRO1-ARISE-HOME",
      "companyId": "AI165",
      "title": "Arise当前算力、1GW未来目标及样例控制台",
      "url": "https://arisecompute.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/定价与条款复核",
      "summary": "官网称B300专用节点/按需GPU当前可用，训练/开发/私有推理端点平台；1GW路线目标late2027，后续机型next。",
      "limitation": "控制台18/24GPU、GPUhours、节点和密钥均sample data，绝不作实际装机/收入；模型/芯片规格为第三方，不当自研模型或独立性能，未预订/执行命令。"
    },
    {
      "id": "SRPRO1-AVENIR-HOME",
      "companyId": "AI166",
      "title": "Avenir福利分析官网可读范围",
      "url": "https://www.avenir.com.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/定价与条款复核",
      "summary": "官网可读self-insured employers/brokers的AI employee benefits analytics与演示入口，其他功能需JS。",
      "limitation": "仅业务定位可读，不猜实际报价/部署/数据授权；市场规模、签约名企和零广告花费不能推净收入或全部获客成本。"
    },
    {
      "id": "SRPRO1-BEAD-HOME",
      "companyId": "AI167",
      "title": "Bead内审AI及部署/模型处理分开",
      "url": "https://usebead.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/定价与条款复核",
      "summary": "收证/内控测试/标注底稿及可追踪决策，提供Cloud/Private Cloud/On-Prem；称不训练、最小模型上下文和zero-retention。",
      "limitation": "On-Prem不等LLM调用全部离线；覆盖/省时/SOC2为厂商自述，不当独立认证或财务审计；人工例外判断仍需保留。"
    },
    {
      "id": "SRPRO1-BEAD-TERMS",
      "companyId": "AI167",
      "title": "Bead公开评估条款不代正式商业合同",
      "url": "https://usebead.ai/legal/terms-of-service",
      "publishedAt": "2026-03-12",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/定价与条款复核",
      "summary": "条款定义Bead Technologies Inc. Delaware并明确authorized free trial/evaluation；不以客户内容训练，服务提供商不训练/保留用于人工评估；终止30日删除有条件。",
      "limitation": "正式商业订单、费率/实施/服务承诺未取得，免费评估不能当已实现ARR；首页版权2024不是成立字段，投方2025仍属自报待登记。"
    },
    {
      "id": "SR004F2-COVERD-HOME",
      "companyId": null,
      "title": "Coverd三产品与AI主营缺项",
      "url": "https://www.coverd.us/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务、条款及交付核对",
      "summary": "首页列Arcade、实物卡牌Packs及Rich Card候补；同账号可充值/兑换，页脚Coverd, Inc.。",
      "limitation": "可读内容未说明具体AI任务；评级/投资方标志及游戏或卡业务不自动纳AI公司，充值/返现/卡牌交易额非软件净收入。"
    },
    {
      "id": "SR004F2-COVERD-TERMS",
      "companyId": null,
      "title": "Coverd虚拟币条款与业务口径",
      "url": "https://www.coverd.us/terms",
      "publishedAt": "2026-06-03",
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务、条款及交付核对",
      "summary": "条款主体Coverd Inc.，描述游戏/虚拟币许可及活动，与首页多产品并列保留。",
      "limitation": "仅记录商业交付，不作业务法律认定；未玩游戏、购卡或开户。免费游戏不证明AI，产品补充条款和具体净费未核。"
    },
    {
      "id": "SR004F2-DIAL-HOME",
      "companyId": null,
      "title": "Dial通信基础设施及号码/用量收费",
      "url": "https://www.getdial.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务、条款及交付核对",
      "summary": "AI Agent号码/语音/SMS等接口。首页PAYG原$3/号码月另计用量、赠送$5试用；另有按号码月/年订阅。",
      "limitation": "标价与赠额不当收入，电信市场规模非自身财务；iMessage/WhatsApp等资格和beta限制分列。只读业务，未安装CLI/技能、注册、验证或发通信。"
    },
    {
      "id": "SR004F2-DIAL-TERMS",
      "companyId": null,
      "title": "Dial品牌与Genway合同实体",
      "url": "https://www.getdial.ai/terms",
      "publishedAt": "2026-06-21",
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务、条款及交付核对",
      "summary": "美国客户合同为Genway Inc.，其余为Genway Israel Ltd（516887684），明确Dial为品牌。自助Flat Fee原USD20/号码月或200/年，PAYG预存；12月不活跃余额失效。",
      "limitation": "条款与首页价格属不同页面快照，当前结算须核；预存现金与消耗/经常净费分开。美国法人成立原件及品牌起点未核，不能仅凭投资方2025认新主体；自助无SLA，企业合同另行。"
    },
    {
      "id": "SR004F2-GENWAY-REGISTER",
      "companyId": null,
      "title": "Genway同编号2023登记转载",
      "url": "https://taagidim.co.il/company/516887684",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开登记转载及公司编号交叉核对",
      "summary": "普通HTTP200可读GENWAY ISRAEL LTD，编号516887684，转载设立日2023-11-08；编号与Dial条款对应。",
      "limitation": "私人登记聚合站而非官方登记原件；仅作年份冲突线索，美国母公司/品牌沿革未核，不据此直接排除或认财务异常。"
    },
    {
      "id": "SR004F2-GENWAY-DEALROOM",
      "companyId": null,
      "title": "Genway公开档案与业务沿革线索",
      "url": "https://app.dealroom.co/companies/genway",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开数据库主体及成立字段交叉核对",
      "summary": "公开卡片列Launch2023、编号516887684、genway.ai及用户研究业务；与Dial条款编号对应。",
      "limitation": "二手数据库而非登记原件，自动简介不是独立事实；融资/估值不作收入，旧研究产品与新通信品牌、母子公司沿革待核。"
    },
    {
      "id": "SR004F2-FIGMENT-PROFILE",
      "companyId": null,
      "title": "Figment互动叙事与工具规划",
      "url": "https://speedrun.a16z.com/companies/figment",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开投资方独立档案业务人工核对",
      "summary": "公开档案自报2025、3人；描述消费者个性化互动故事平台，以及视觉/叙事创作工具。",
      "limitation": "已读业务描述，但规划不等当前上线或付费；Pixar/Epic履历非客户/财务/技术效果。官网暂不可读，保留当前交付及精确主体待核。"
    },
    {
      "id": "SR004F2-FIGMENT-ACCESS",
      "companyId": null,
      "title": "Figment官网访问缺项",
      "url": "https://figment.games/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "官网只读访问结果及缺项",
      "summary": "2026-11-01网页工具不可读；匿名普通HTTP在无www及www均连接重置，未取得官网正文。",
      "limitation": "访问失败不证明停业/无收入，也不反证投资方描述；不能猜报价、功能状态或登记，后续换可核一手来源。"
    },
    {
      "id": "SR004F2-HUMAN-HOME",
      "companyId": null,
      "title": "Human²生态与品牌主体",
      "url": "https://humansquared.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务、条款及交付核对",
      "summary": "官网AI内容/分发Daas、消费者Waveful及筹划中Institute，页脚明确Human²为Waveful Inc.品牌。",
      "limitation": "多产品不能拆成多家公司重复计数；实验室愿景/艺术图像不作模型性能或当前功能，Waveful社交增强仍有未来规划。"
    },
    {
      "id": "SR004F2-HUMAN-TERMS",
      "companyId": null,
      "title": "Human²品牌条款与规划说明",
      "url": "https://humansquared.com/terms/",
      "publishedAt": "2026-09-10",
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务、条款及交付核对",
      "summary": "条款明确品牌属于Waveful Inc.；各产品有独立条款，研究/愿景不承诺特定功能、效果及发布日期，Institute为筹划。",
      "limitation": "非独立新法人证明；Daas/社交应用/研究主体之间成立、产品启动与财务范围待拆核，不能以网站2026或投资方2025直接定成立。"
    },
    {
      "id": "SR004F2-WAVEFUL-APPLE",
      "companyId": null,
      "title": "Waveful官方商店元数据的旧产品日期",
      "url": "https://itunes.apple.com/lookup?id=1532913255&country=us",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "官方应用商店产品发布字段",
      "summary": "Apple匿名lookup返回app.waveful，卖方Waveful Inc.，releaseDate为2020-12-12T08:00:00Z。",
      "limitation": "这是产品发布日，绝非Waveful Inc.注册日或Human²品牌成立日；与官网品牌归属结合提示主体/产品沿革待核，不自动推2020成立或排除整个品牌。"
    },
    {
      "id": "SR004F2-MARLO-HOME",
      "companyId": "AI168",
      "title": "Marlo人才机构的AI交易工作流",
      "url": "https://www.marlo.today/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务、条款及交付核对",
      "summary": "面向多创作者人才机构，接Gmail历史邮件建Deal Graph，抽取条款/交付、草拟回复并跟踪发票付款，当前入口演示/early access。",
      "limitation": "按交易/收入运营任务分类，非内容生成；机构称300万inbound机会/数千品牌交易，不等Marlo收入或付费客户数，案例未独立核。"
    },
    {
      "id": "SR004F2-MARLO-TERMS",
      "companyId": "AI168",
      "title": "Marlo合同主体、人工发送及收费缺项",
      "url": "https://www.marlo.today/legal/terms-of-service",
      "publishedAt": "2026-10-14",
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务、条款及交付核对",
      "summary": "主体Marlo Today, Ltd.；回复默认草稿，自动发送须显式开启；使用第三方AI，客户内容不训练模型；费用在订单或所选计划。",
      "limitation": "商业实价/实际采购与净收入未核；客户代理的创作者不是Marlo合同代理关系，不能把创作者交易额/代理分成自动算其财务。企业授权邮箱与数据处理待实际合同验证。"
    },
    {
      "id": "SR004F2-REHEARSALS-HOME",
      "companyId": "AI169",
      "title": "Rehearsals真人面板模拟研究服务",
      "url": "https://www.runrehearsals.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务、条款及交付核对",
      "summary": "自有真人面板、模型及AI模拟研究；客户留问题/报告权利，底层twins/面板/模型仍由平台持有；页脚Deep Prediction Inc.。",
      "limitation": "模型/面板/客户效果均公司自述；市场/客户ROAS非自身财务，未做模拟或招募。不凭自称自研模型归基础模型业务。"
    },
    {
      "id": "SR004F2-REHEARSALS-PRICE",
      "companyId": "AI169",
      "title": "Rehearsals访谈额度及人工验证分母",
      "url": "https://www.runrehearsals.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务、条款及交付核对",
      "summary": "不限席位，1额度=1 twin回答至20题。Team每月5000额度月到期；Program/Enterprise年池120000/360000。另含真人enrichment及年度验证次数，30日pilot。",
      "limitation": "页面未给金额；月等效与年池/不结转基础额度不同。enrichment、真人验证/招募成本及模型成本需核；API/MCP高级权限按价格页，pilot不自动当付费。"
    },
    {
      "id": "SR004F2-REHEARSALS-TERMS",
      "companyId": "AI169",
      "title": "Rehearsals参与者授权与客户合同分开",
      "url": "https://www.runrehearsals.com/terms",
      "publishedAt": "2026-01-01",
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务、条款及交付核对",
      "summary": "Deep Prediction Inc. dba Rehearsals；研究参与者可获报酬并提供持续内容授权，企业客户可能另签合同；预测输出不保证实际行为。",
      "limitation": "参与者与企业客户的数据授权/成本不同；通用条款不替实际MSA/金额/付款凭证，客户可永久使用输出不等拥有面板/模型或转售权。"
    },
    {
      "id": "SR004F2-REHEARSALS-BENCH",
      "companyId": "AI169",
      "title": "Rehearsals分布相合度与评估边界",
      "url": "https://www.runrehearsals.com/human-behavior-bench",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务、条款及交付核对",
      "summary": "V1以1244名美国成人、1199题的群体回答分布计算100×(1−TVD)；239公开/960保留。Engram94.1使用内部harness，基础模型为Kaggle评估。",
      "limitation": "不是94.1%个体/购买预测正确率；跨国/个体一致性及未来行为未验证，分差未证统计显著。自家模型不同评估系统，不当独立自研性能结论，未运行benchmark。"
    },
    {
      "id": "SR005F3-BOTBOT-HOME",
      "companyId": "AI170",
      "title": "BotBot语音行为运营与真实流量实验",
      "url": "https://botbot.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务与交付/合同核对",
      "summary": "接既有voice stack或另供Agent，用自然语言改行为、A/B及按地点/时段量业务结果，SDK与业务UI分工，入口演示。",
      "limitation": "客单价/提升/42店等页面例示未核真实客户实验；非自身财务或独立能力。未见公开价格/完整法人条款，未安装SDK或拨打电话。"
    },
    {
      "id": "SR005F3-DEX-HOME",
      "companyId": "AI171",
      "title": "Dex候选人职业匹配与薪资分母",
      "url": "https://meetdex.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务与交付/合同核对",
      "summary": "面向资深工程师的AI职业匹配/辅导；候选人选企业后再介绍，官网有岗位和团队人工维护说明。",
      "limitation": "岗位薪资、融资标题与候选人数不当Dex收入；实际入职/成效仅自述，未申请/上传CV/联系候选人。"
    },
    {
      "id": "SR005F3-DEX-COMPANIES",
      "companyId": "AI171",
      "title": "Dex雇主端含人工匹配团队",
      "url": "https://meetdex.ai/for-companies",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务与交付/合同核对",
      "summary": "AI理解候选人意愿，matchmaker/talent team作warm introductions；对接Ashby/Slack或现有流程。",
      "limitation": "30000+工程师、29天入职等为自述采用/效果，不代表付费客户或收入。未公开雇主价格/Business Terms正文，不猜按成功/席位/月费。"
    },
    {
      "id": "SR005F3-DEX-TERMS",
      "companyId": "AI171",
      "title": "Dex候选人免费与数据许可",
      "url": "https://meetdex.ai/candidate-terms",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务与交付/合同核对",
      "summary": "候选人当前免费，雇主另有Business Terms；Dex Talent Ltd编号16276853。AI通话可录音转录，候选内容可用于改进及训练。",
      "limitation": "仅标更新至2026年9月，不猜具体日；候选人免费不等公司无收入，雇主实价/净费未核。介绍同意与训练授权分开，未接入账号或录音。"
    },
    {
      "id": "SR005F3-DEX-REGISTER",
      "companyId": "AI171",
      "title": "Dex条款编号与英国官方成立登记",
      "url": "https://find-and-update.company-information.service.gov.uk/company/16276853",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "官方公司登记与合同编号对应",
      "summary": "DEX TALENT LTD官方编号16276853，与候选条款对应，登记2025-02-26，Active；与2025成立自报同年。",
      "limitation": "注册存在不证明全数履历/团队/收费或财务真实性，申报机关不保证申报信息准确；不读取个人officer/控制人文件。"
    },
    {
      "id": "SR005F3-DEX-ACCOUNTS",
      "companyId": "AI171",
      "title": "Dex官方2025申报未公开损益表",
      "url": "https://find-and-update.company-information.service.gov.uk/company/16276853/filing-history/MzU0MzM1MDQ4MmFkaXF6a2N4/document?format=xhtml&download=1",
      "publishedAt": "2026-09-08",
      "accessedAt": "2026-11-01",
      "kind": "官方公开财务申报iXBRL正文",
      "summary": "已读官方iXBRL：截至2025-12-31的小实体申报明确免审计，并选择不提交income/retained earnings statement。现金及资产/权益存在，员工期内月均含董事8人。",
      "limitation": "2026-09-08为申报/批准日，不是财务截至日。资产负债/现金及权益余额非营业收入或ARR，不由应收/股本/累计损益反推营业额；8人是2025期内平均，不等2026实时人数。官方提交不当独立审计。"
    },
    {
      "id": "SR005F3-EVERCURRENT-HOME",
      "companyId": "AI172",
      "title": "EverCurrent硬件工程变更知识层",
      "url": "https://evercurrent.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务与交付/合同核对",
      "summary": "连接BOM/ECO、工具/流程/团队决策和硬件知识，追踪变更影响、依赖及进度风险，官网明确AI-native platform。",
      "limitation": "连接器页仅可读极少正文，不能断言全部系统已接入；没有公开实价或付费人数，避免把硬件客户产值当自身收入。"
    },
    {
      "id": "SR005F3-EVERCURRENT-TERMS",
      "companyId": "AI172",
      "title": "EverCurrent平台输出及网站合同范围",
      "url": "https://evercurrent.ai/terms",
      "publishedAt": "2025-08-08",
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务与交付/合同核对",
      "summary": "主体EverCurrent, Inc.；用户保留输入、输出权利，平台有提供/维护/改进服务的数据许可，AI输出须人工核验。",
      "limitation": "2025-08-08条款；网站内容不构成合同承诺，实际企业订单/费率/部署和处理限制未核，不能将输入所有权推为零处理/零留存。"
    },
    {
      "id": "SR005F3-FORGEPOINT-HOME",
      "companyId": "AI173",
      "title": "Forgepoint制造报价Frank与样例金额",
      "url": "https://forgepoint.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务与交付/合同核对",
      "summary": "Frank处理RFQ缺参、成本报价、人审、跟进及CRM/ERP记录；制造行业专用，现有系统集成，入口演示。",
      "limitation": "页面相似零件价、客户订单/17jobs/486K、材料价格等是客户工作流演示，非Forgepoint财务；91%/40小时/30日等厂商效果未独立核，价格未知。"
    },
    {
      "id": "SR005F3-FORGEPOINT-SECURITY",
      "companyId": "AI173",
      "title": "Forgepoint人审、权限与安全声明",
      "url": "https://forgepoint.ai/security",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务与交付/合同核对",
      "summary": "按角色限制读取/审批/发送，保存操作记录，人类作最终商业判断；称客户数据隔离、不用于其他客户模型。",
      "limitation": "SOC2 TypeII及外测为官网自述，报告须另请求未取得；非审计报告已核、非全自动无人审批或全离线。公开安全说明不代商业MSA和净费。"
    },
    {
      "id": "SR005F3-JIGSAW-HOME",
      "companyId": "AI174",
      "title": "Jigsaw可验证后训练任务与数据",
      "url": "https://jigsaw.build/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务与交付/合同核对",
      "summary": "研究实验室将AI研发问题化为可评分任务及后训练产物，评估verifier质量和能力增益，目标客户为前沿实验室。",
      "limitation": "合作/效果为自述，未取得可运行数据/代码/独立增益；无公开价/合同。不因RSI/ASI愿景当通用基础模型已发布或收入已实现。"
    },
    {
      "id": "SR005F3-JIGSAW-ABOUT",
      "companyId": "AI174",
      "title": "Jigsaw研究方向不等独立技术结果",
      "url": "https://jigsaw.build/about",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务与交付/合同核对",
      "summary": "说明将AI研发映射至可验证问题、提炼post-training artifacts及评价训练增益的研究目标。",
      "limitation": "愿景并非论文/评测复现；站点Research入口未给可核独立产物，精确法人、数据授权、交付与复用收费待核。"
    },
    {
      "id": "SR005F3-JOOBA-HOME",
      "companyId": "AI175",
      "title": "Jooba月费招聘服务与人工交付",
      "url": "https://www.jooba.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务与交付/合同核对",
      "summary": "官网称AI-native recruiting service，由招聘专家使用Agent，以客户名义拓展人才并在Slack交付；按岗位月费、不限招聘，高量另有订阅。",
      "limitation": "精确金额/合同未公开；4M融资、候选/岗位工资及客户节省不是收入，20–30%为传统代理对比非Jooba费率；按服务记录，不自动纯软件毛利。"
    },
    {
      "id": "SR005F3-JOOBA-TERMS",
      "companyId": "AI175",
      "title": "Jooba平台条款与招聘机构营销分开",
      "url": "https://www.jooba.com/terms-of-service",
      "publishedAt": "2026-02-20",
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务与交付/合同核对",
      "summary": "通用条款列AI搜寻、触达、排期及Slack；自称platform provider，不是employer/recruiter of record/employment agency，费用退款另在订单。",
      "limitation": "官网recruiting firm与此合同角色表述分开，实际人工/持牌/责任和精确法人未核；不作法律判断或造假推论，不保证入职/产出正确。"
    },
    {
      "id": "SR005F3-JOOBA-PRIVACY",
      "companyId": "AI175",
      "title": "Jooba日历只读与数据训练范围",
      "url": "https://www.jooba.com/privacy-policy",
      "publishedAt": "2026-02-20",
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务与交付/合同核对",
      "summary": "披露Google Calendar读取用于识别面试预约，经Nylas处理；Google数据不用于模型训练，断联/请求删除相关数据。",
      "limitation": "只读日历说明不等所有产品不代客户外联/写入；Google数据限制不自动外推全部候选资料。实际授权、人工和处理合同待核，未连接邮箱/Slack。"
    },
    {
      "id": "SR005F4-KANU-HOME",
      "companyId": "AI176",
      "title": "Kanu企业数据与Agent交付",
      "url": "https://www.getkanu.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "企业数据/知识、Agent及工作应用，现官网跨地产/私募/金融/保险，按工作流验收，模型无关。",
      "limitation": "种子融资、示例数据量及5x/74%/80%等效果不作自身财务或独立结果；具体系统兼容须discovery，不认所有连接已交付。"
    },
    {
      "id": "SR005F4-KANU-DEPLOY",
      "companyId": "AI176",
      "title": "Kanu驻场FDE与多部署模式",
      "url": "https://www.getkanu.com/platform/deployment",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "驻场FDE及部署策略人员负责接入、治理和采用；称从Kanu主导转客户掌控，列多租/单租/BYOC/On-Prem。",
      "limitation": "与首页inside your cloud并列，不能认所有合同默认全离线；四部署及air-gap为厂商能力自述，模型/工程人力/维护实际合同待核。"
    },
    {
      "id": "SR005F4-KANU-TERMS",
      "companyId": "AI176",
      "title": "Kanu网站条款不代企业合同",
      "url": "https://www.getkanu.com/terms-of-service",
      "publishedAt": "2026-09-30",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "网站主体Kanu AI Corp.，软件/评估/客户部署另由客户合同治理，网站条款不设价格、取消、所有权/SLA或数据处理义务。",
      "limitation": "具体MSA/订单、净费及注册原件未取得，不由驻场/客户云部署认已付费或纯软件经常收入。"
    },
    {
      "id": "SR005F4-LIMY-HOME",
      "companyId": "AI177",
      "title": "Limy AI搜索可见度与归因",
      "url": "https://limy.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "监测品牌在AI搜索中的提示/回答/引用，连接Agent流量与客户后续行为，含分析/归因/广告模块，预约演示。",
      "limitation": "客户checkouts/访问/可见度提升不等Limy收入或可归因因果效果；客户logo不自动付费，未见公开实价。"
    },
    {
      "id": "SR005F4-LIMY-TERMS",
      "companyId": "AI177",
      "title": "Limy订阅及匿名数据训练许可",
      "url": "https://limy.ai/legal/terms-and-conditions",
      "publishedAt": "2026-04-30",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "条款自称Limy AI，付款USD、订阅续期/期末取消；客户内容保留权利，去标识/匿名派生数据可用于训练改进。",
      "limitation": "精确法人/登记和实际价格未核；数据所有权不等不训练，条款允许订阅不证明订阅收入已实现。"
    },
    {
      "id": "SR005F4-PEN-HOME",
      "companyId": "AI178",
      "title": "Pencil到pen.dev的同源设计画布",
      "url": "https://pencil.dev/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "原目录pencil.dev实际重定向www.pen.dev，Agent设计画布、.pen格式，桌面/网页/编辑器及MCP等入口，页脚High Agency Inc.。",
      "limitation": "域名重定向证据不当另两家公司；开格式不等整款软件开源，未下载安装/生成设计或调用第三方模型。"
    },
    {
      "id": "SR005F4-PEN-PRICE",
      "companyId": "AI178",
      "title": "pen.dev天数/调用/图像/模型额度分母",
      "url": "https://www.pen.dev/pricing",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "免费5天/月Agent设计；MCP工具调用不限，另有图片/SVG和托管模型额度。Pro/Ultra初始页标原$16/$48每用户月，免费25/Pro350/Ultra750图像SVG额度。",
      "limitation": "月/年开关未操作确认结算选态，不据此认精确月付价；MCP不限不等模型无限。BYO供应商另付且不耗托管额度，价格/用户不能推ARR。"
    },
    {
      "id": "SR005F4-PEN-TERMS",
      "companyId": "AI178",
      "title": "pen.dev合同与云处理分工",
      "url": "https://www.pen.dev/terms-of-use",
      "publishedAt": "2026-10-26",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "High Agency, Inc.；按用户月/年预付，工作区协作者可计席位，未用额度不结转。BYO文本直连供应商，托管模型/图像经平台，云保存分享另存储。",
      "limitation": "本地优先不等全产品零云/零留存；实际供应商处理依其条款，标价/退款前实收和付费留存未核。"
    },
    {
      "id": "SR005F4-SOURCERER-HOME",
      "companyId": "AI179",
      "title": "Sourcerer供货、落地价与账期",
      "url": "https://sourcererai.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "现官网提供实物采购、汇集需求、检验、物流清关、送货及net terms，以一个供应商/价格/发票交付。",
      "limitation": "Example/Sample订单和运输面板非经营底表；客户550K年节省/100M产值非自身收入，不能按SaaS收入或GMV直接算净费。"
    },
    {
      "id": "SR005F4-SOURCERER-QUALITY",
      "companyId": "AI179",
      "title": "Sourcerer人工质检与Agent文档核对",
      "url": "https://sourcererai.com/quality",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "检验员/客户/Agent可触发停线，黄金样、复检及装运环节；页面停线日志明确Example、检验报告为Sample。",
      "limitation": "第三方检验合作/认证为自述，不当独立取得报告；交付含物理质检/物流成本，示例缺陷率不当真实产品风险或财务结果。"
    },
    {
      "id": "SR005F4-SOURCERER-TERMS",
      "companyId": "AI179",
      "title": "Sourcerer通用订阅与实物订单范围缺项",
      "url": "https://sourcererai.com/terms-and-conditions",
      "publishedAt": "2025-08-28",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "标题主体Sourcerer, Inc.；通用软件/API许可及付费订阅续期，AI输出须核验。",
      "limitation": "首页实物供货与通用订阅条款并列，实际货权、库存/质量/融资/退货责任及总额/净额合同未核；司法地占位未填不直接认造假。"
    },
    {
      "id": "SR005F4-SYZYGY-HOME",
      "companyId": "AI180",
      "title": "Maniac域名到Syzygy的当前产品",
      "url": "https://maniac.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "实际重定向withsyzygy.com，当前是高效模型、Mach Studio及候补推理，区别于投资方旧Pioneer企业自有模型编排描述。",
      "limitation": "按同域重定向保留沿革，不额外造新公司；研究/压缩效果是自述，精确法人历史及旧产品合同待核。"
    },
    {
      "id": "SR005F4-SYZYGY-PRODUCT",
      "companyId": "AI180",
      "title": "Mach Studio免费本地与付费托管",
      "url": "https://withsyzygy.com/product",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "Apple Silicon beta，本地使用免费、BYOK，另有按token托管及原$20/月Pro含20推理额度/托管集成/远控等。",
      "limitation": "候补推理与付费计划存在应核实际可用/结算，不认所有已上线；纯本地和云/第三方费用分开，托管额度不是收入或毛利。"
    },
    {
      "id": "SR005F4-SYZYGY-TERMS",
      "companyId": "AI180",
      "title": "Syzygy专有软件和开源组件分开",
      "url": "https://withsyzygy.com/terms",
      "publishedAt": "2026-08-16",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "Syzygy, Inc.；本地macOS与可选托管组件，部分推理引擎/运行时有各自开源许可，付费预先续期。",
      "limitation": "整款app不因部分开源而认全开源/全离线；注册原件、实际付费及模型/托管净费未核。"
    },
    {
      "id": "SR005F4-SYZYGY-CARD",
      "companyId": "AI180",
      "title": "Mach-2模型卡的权重/内存和评测范围",
      "url": "https://huggingface.co/SyzygyResearch/Mach-2-Additive-Medium",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "官方公开模型产物及技术说明",
      "summary": "官方模型卡列Apache2；Qwen派生压缩文本权重26.7GB，另有102.4GB BF16 n-gram表及约0.9GB原视觉塔。基准比较同harness但为自述。",
      "limitation": "26.7GB/1.7bit只覆盖文本部分，不当完整下载/峰值RAM；任务样本/排除及不同Agent限额不能跨榜直接排名，未下载权重/独立运行。"
    },
    {
      "id": "SR005F4-SYZYGY-FILES",
      "companyId": "AI180",
      "title": "Mach-2公开仓库文件及固定修订",
      "url": "https://huggingface.co/api/models/SyzygyResearch/Mach-2-Additive-Medium",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "官方公开模型仓库文件元数据",
      "summary": "匿名公开元数据sha9536ece23a6e5c1a9474425b892774119603a254；列LICENSE/README、decode.py、MANIFEST、分片权重及视觉/表文件。",
      "limitation": "只核模型卡和文件存在，未读取执行解码器/验证checksum或下载大权重；public-artifact不是独立性能复现，开源/参数不当自研通用基座。"
    },
    {
      "id": "SR005F4-SYZYGY-SECURITY",
      "companyId": "AI180",
      "title": "Syzygy本地推理与联网功能分离",
      "url": "https://withsyzygy.com/security",
      "publishedAt": "2026-08-16",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格与合同核对",
      "summary": "设备模型默认本地存聊天/记忆；托管推理、连接器、搜索/浏览器、账号及分析等可联网，按功能和供应商处理。",
      "limitation": "安全页部分旧导航与当前模型阵容异时点；不将local-first推所有功能离线/零元数据，实际设置/合同需核。"
    },
    {
      "id": "SR005F4-PRESIA-HOME",
      "companyId": null,
      "title": "Presia当前官网业务与原档案不对应",
      "url": "https://presia.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网当前任务及主体缺项",
      "summary": "普通HTTP200仅HTML标题可读：AI operations for UK letting agencies；与投资方management consulting业务说明不同。",
      "limitation": "不直接判断换主体/停业或原档案虚假，当前产品和原公司的映射待核，暂不新增公司。"
    },
    {
      "id": "SR005F4-PRESIA-ASSET",
      "companyId": null,
      "title": "Presia公开前端文案与Noogat页脚",
      "url": "https://presia.ai/assets/index-BHsnjClr.js",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开页面资产静态文案核对",
      "summary": "只读公开前端资产字符串，导航为letting agencies，页脚Noogat Inc.及AI operations for UK letting agencies，含法律页链接。",
      "limitation": "仅静态读取未执行JS/事件/表单；页脚不是注册原件，也不证明与旧Presia咨询主体相同；保留AI/主体待核。"
    },
    {
      "id": "SR006F5-EMANATE-HOME",
      "companyId": "AI181",
      "title": "Emanate工业收入运营软件",
      "url": "https://emanate.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "工业材料企业的询盘/RFQ、账户扩张、线索及定价情报四类Agent，价格决策保留客户控制，演示入口。",
      "limitation": "60–80% revenue impact等为客户效果自述，不是Emanate收入；未见价格/正式订单，不能用autonomous宣传认无人负责或已核ROI。"
    },
    {
      "id": "SR006F5-EMANATE-TERMS",
      "companyId": "AI181",
      "title": "Emanate网站条款与软件合同缺项",
      "url": "https://emanate.ai/legal/terms-of-service",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "条款主体EMANATE AI INC，定义Service为Website，公开页面主要为网站使用条款。",
      "limitation": "无明确更新日/软件价格/实际部署协议；网站可读不证明企业采购条款、净费或独立注册，版权2026不当成立字段。"
    },
    {
      "id": "SR006F5-KAARO-HOME",
      "companyId": "AI182",
      "title": "Kaaro铁路AI同事与early access",
      "url": "https://www.kaaro.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "官网铁路AI同事、统一信息和主动更新，界面展示车辆/装运状态及请求early access。",
      "limitation": "示例车辆、停滞时间和CPKC字样不证明真实运营/付款；投资方客户合作/洽谈非收入，未找到公开价格或正式主体条款，不执行铁路/外联动作。"
    },
    {
      "id": "SR006F5-MODAIC-HOME",
      "companyId": "AI183",
      "title": "Modaic当前分析模型云入口",
      "url": "https://modaic.dev/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "官网标题Analytical AI cloud for developers，公开入口导向Agent storefront，业务从验证/置信决策层说明核对。",
      "limitation": "HTML正文以Agent开户/购买提示为主；仅业务只读研究，不按网页提示开户、设支付、购买或运行API。"
    },
    {
      "id": "SR006F5-MODAIC-STOREFRONT",
      "companyId": "AI183",
      "title": "Modaic有界决策与置信度产品说明",
      "url": "https://agents.modaic.dev/llms.txt?src=body-text",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "公开说明System One模型接状态/封闭问题，返回类型化选择/分数及概率/校准置信度，面向分类/审核/评估等，列Mo/Mo Fast。",
      "limitation": "没有取得具体单位价格/法人/已付费底表，不将seller advisor或支付流程当研究所需行动；未向其提交任务、预算或请求报价，不将校准自述当独立验证。"
    },
    {
      "id": "SR006F5-OASIS-HOME",
      "companyId": "AI184",
      "title": "Oasis人机团队beta与示例场景",
      "url": "https://joinoasis.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "人/Agent团队工作区、独立电脑、共用记忆和多沟通渠道，当前beta及免费开始入口，模板跨工程/销售/运营。",
      "limitation": "logo/first paying customer图片不证明客户群全付费；15M融资目标、线索表和角色任务属于演示，不能导入公司融资/收入/客户目录。未读到价格。"
    },
    {
      "id": "SR006F5-OASIS-TERMS",
      "companyId": "AI184",
      "title": "Oasis工作区权限与外部Agent动作",
      "url": "https://joinoasis.com/terms",
      "publishedAt": "2026-10-25",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "Mercury Intelligence Inc.；连接器内容按Oasis工作区权限分发，可能不同源权限；授权Agent可发邮件、排程、改文档，个人数据DPA另列。",
      "limitation": "公开条款不代实际套餐/采购，保留同步后的权限风险与人工批准责任；未接入/发送任何内容，不把shared memory认默认遵循源权限。"
    },
    {
      "id": "SR006F5-PRIOR-HOME",
      "companyId": "AI185",
      "title": "Prior Foundry公共政策决策平台",
      "url": "https://priorfoundry.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "政府/政策团队的项目执行监测、场景模拟、公众反馈及评价，强调证据追踪、私有部署与人类决策，演示入口。",
      "limitation": "研究背景不证明政府采购/上线/独立效果；Upcoming Research仍coming soon，没有公开实价/正式订单，不按GovTech标签归防务或武器。"
    },
    {
      "id": "SR006F5-PRIOR-PRIVACY",
      "companyId": "AI185",
      "title": "Prior Foundry两主体与人工审查",
      "url": "https://priorfoundry.com/privacy",
      "publishedAt": "2026-07-23",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "页面分别列Prior Foundry SAS及Prior Foundry Inc.，按项目可为控制者/处理者/共同控制，数据不训练，需人审且不作自动重大影响决定。",
      "limitation": "这是隐私说明而非注册原件/收费合同；处理地域/保留/录音等依项目，SAS/Inc不拆作两家公司，也不因机构人数或研究资助推收入。"
    },
    {
      "id": "SR006F5-PRIOR-PAPER",
      "companyId": "AI185",
      "title": "官网所链个人模拟论文与归一化分母",
      "url": "https://framerusercontent.com/assets/O58kycNpoOyrpQ2MgGDHbv2934.pdf",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "官网链接学术论文方法及图表核对",
      "summary": "已读论文相关方法及图1/2：1052美国成人、访谈/调查/两者结合，GSS预测相对两周复测一致性归一化；访谈原准确约66.67%，归一化约0.83。",
      "limitation": "官网链接学术作者/机构稿，文件名Nature不证明已发表、公司持有IP或产品独立实测；不同于群体TVD相合，不能跨榜比优。仅方法/图表核对，未重跑、申请数据或读取个人访谈。"
    },
    {
      "id": "SR006F5-ZERODRIFT-HOME",
      "companyId": "AI186",
      "title": "ZeroDrift消息执行检查层",
      "url": "https://zerodrift.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "消息发送前判放行/改写/阻止/升级，规则与SLM并行，云/VPC，仪表盘及可追溯记录。",
      "limitation": "所有法规覆盖、零留存/合规认证为厂商说法，未核审计原件/每法域有效性；347892等仪表盘及金融例句不是收入/真实客户运行底表。"
    },
    {
      "id": "SR006F5-ZERODRIFT-PRICE",
      "companyId": "AI186",
      "title": "ZeroDrift按消息和规则收费",
      "url": "https://zerodrift.com/pricing",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "至2000token消息原$0.002/0.01/0.05三档；旗舰含改写重验，自定义训练前5条免费后10/条，另按规则数量加费；新客10赠额。",
      "limitation": "只读标价不等收入。正文每10规则增加消息费，与20规则计算器旗舰0.02示例的基费/加费分母待账单核；VPC/量价询价。训练一次费、用量费及赠额不能混ARR。"
    },
    {
      "id": "SR006F5-ZERODRIFT-TERMS",
      "companyId": "AI186",
      "title": "ZeroDrift自助/企业合同与过期促销",
      "url": "https://zerodrift.com/legal/terms-of-use",
      "publishedAt": "2026-08-10",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "ZeroDrift, Inc. Delaware自述；企业签客户协议，自助与公布费率结合。旧条款有至2026-09-30批准账户的1000赠额，使用费用按实际协议。",
      "limitation": "旧促销并非当前10赠额相加，也不能混成当期收入；价格/结算差异须实际订单核，网站说明不保证合规通过或财务真实性。"
    },
    {
      "id": "SR006F5-ZERODRIFT-ANCHOR",
      "companyId": "AI186",
      "title": "Anchor派生模型及自报基准",
      "url": "https://zerodrift.com/model/anchor",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "官网列mini/旗舰基于Gemma、max基于Qwen，训练规则/LoRA或运行时读规则不同；150条人工标注FINRA任务、95.5%recall，明确self-reported、独立运行进行中。",
      "limitation": "不是完整精确率/所有规则覆盖，34x/12x依比较设置；未取得公开权重/独立运行结果，不因第三方标注或自称独立进行中提升技术验证等级。"
    },
    {
      "id": "SR006F6-AMDAHL-HOME",
      "companyId": "AI187",
      "title": "Amdahl买方上下文及GTM评估",
      "url": "https://www.amdahl.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "CRM/对话上下文、引用检索、GTM草稿评估与提示优化，通过API/MCP接既有Agent；首页有beta/候补。",
      "limitation": "示例deal数/信号与2.6x/400x/8of10基准为厂商说明，不作独立结果；未连接数据、安装skill/MCP或发送草稿。"
    },
    {
      "id": "SR006F6-AMDAHL-PRICE",
      "companyId": "AI187",
      "title": "Amdahl检索/评估按run收费",
      "url": "https://www.amdahl.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "Search起原$0.017/run、Evals起0.34/run，MCP调用按API计，月用量计费及预算封顶；年方案锁费率。",
      "limitation": "starting价格不等实际合同；年度锁费率不等年预收或固定ARR，反复改写/查询的run数量及供应商费用需核。"
    },
    {
      "id": "SR006F6-AMDAHL-TERMS",
      "companyId": "AI187",
      "title": "Amdahl营销AI条款及beta",
      "url": "https://www.amdahl.ai/terms",
      "publishedAt": "2025-02-14",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "AI营销生成/分析/优化、平台集成及beta；官网页脚Amdahl Inc.，专业采购和具体费率待订单。",
      "limitation": "2025-02-14更新不当注册证明；现Agent上下文/评估与旧营销描述为产品沿革，不搬旧业务财务。"
    },
    {
      "id": "SR006F6-AMDAHL-SR",
      "companyId": "AI187",
      "title": "Amdahl管线不作已实现收入",
      "url": "https://speedrun.a16z.com/companies/amdahl",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开投资方档案业务及财务口径核对",
      "summary": "独立档案自报2025、5人；原$4M明确为pipeline并列举潜在企业，不是ARR/净收入。",
      "limitation": "无币种ISO、实际签约/履约/回款及指标日；不按公司logo或管线乘转化率估收入。"
    },
    {
      "id": "SR006F6-GROVE-HOME",
      "companyId": "AI188",
      "title": "Grove税务工作流与人审/申报交付",
      "url": "https://www.grove.tax/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "客户门户、AI问询/收件、底稿、AI Prep、签名/支付和交付，专业人员审核，最终在既有税务软件申报。",
      "limitation": "税表工资/税额/退款为illustrative，不作Grove财务；UltraTax/CCH等首页coming soon与其他兼容表述分列，具体接入未测。"
    },
    {
      "id": "SR006F6-GROVE-PRICE",
      "companyId": "AI188",
      "title": "Grove平台按申报与AI Prep另计",
      "url": "https://www.grove.tax/pricing.html",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "平台按return无承诺或月/年不限客户/return固定方案；AI Prep按复杂度/实际准备份数另计，业务申报先报价，预购有10%优惠。",
      "limitation": "页面明确不列统一金额；不限平台return不等免费无限Prep，预购现金与当期履约收入分开，税季量不能直接年化稳定ARR。"
    },
    {
      "id": "SR006F6-GROVE-TERMS",
      "companyId": "AI188",
      "title": "Grove Tax主体及专业责任/额度",
      "url": "https://www.grove.tax/terms.html",
      "publishedAt": "2025-12-09",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "Grove Tax, Inc.；平台是专业人员辅助，客户审核批准输出；美元费用按价格/订单，额度不转让无现金价值并可按购买文件到期。",
      "limitation": "AI不代专业关系，实际订单/付费留存和注册原件未核；网页允许收费不证明收入或政府接受申报。"
    },
    {
      "id": "SR006F6-SIRIUS-HOME",
      "companyId": "AI189",
      "title": "Sirius取消挽留与对照验证",
      "url": "https://thesirius.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "订阅取消时的个性化挽留、持续holdout评估及AI客服REST/MCP连接，客户仍可继续取消；提供预算/资格护栏。",
      "limitation": "客户挽回收入、churn和留存改进非Sirius净收入，部分案例不可独立核；未见公开实价/分成费率，不猜按回收金额抽成。"
    },
    {
      "id": "SR006F6-SIRIUS-TERMS",
      "companyId": "AI189",
      "title": "Sirius网站和SaaS合同分离",
      "url": "https://thesirius.ai/terms/",
      "publishedAt": "2026-05-27",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "网站条款主体Sirius Technology Inc.；云软件、API/SDK、dashboard及集成由客户/订单/产品协议另定。",
      "limitation": "网站页脚Sirius, Inc.与条款全名分别保留，精确注册未核；不以网站条款代净费、真实订阅收入或数据处理约定。"
    },
    {
      "id": "SR006F6-PLUVO-HOME",
      "companyId": null,
      "title": "Pluvo财务工作流及安全验证状态",
      "url": "https://pluvo.io/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "财务Agent、来源/计算追踪、报表/对账/预测，含finance engineering支持；自述只读、不训练，SOC2 TypeII examination in progress。",
      "limitation": "客户财务数据/报告不作平台收入；审查进行中不等已取得报告，当前产品AI明确但主体/成立自报需沿革核。"
    },
    {
      "id": "SR006F6-PLUVO-PRICE",
      "companyId": null,
      "title": "Pluvo集成/治理分档与实施支持",
      "url": "https://pluvo.io/pricing",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "不限席位，按系统/控制/实体和部署报价，含用量/服务，容量扩展另批准；PoV抵首年，之后12月合同、年计费，无公开金额。",
      "limitation": "页首unlimited usage与正文包含容量/pack并列，不认无限成本；PoV抵扣非免费/已付费证据，融资/客户效果不导收入，品牌沿革未核。"
    },
    {
      "id": "SR006F6-PLUVO-MSA",
      "companyId": null,
      "title": "Pluvo公开MSA的Rain Technologies主体",
      "url": "https://pluvo.io/master-service-agreement",
      "publishedAt": "2026-07-27",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "Rain Technologies Inc. dba Pluvo，加拿大公司；服务含implementation，费用按Order Form，公开MSA而非已签订单。",
      "limitation": "网站机构自报2025与既有Rain/改名需核；商业地址不等注册地址，未取得合同公司编号及签署/付款，不用模板定有效注册年。"
    },
    {
      "id": "SR006F6-PLUVO-REBRAND",
      "companyId": null,
      "title": "Pluvo公司公开Rain品牌整合说明",
      "url": "https://www.linkedin.com/posts/pluvoapp_rain-technologies-is-now-pluvo-the-activity-7239273923740114944-pU5h",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开品牌沿革声明",
      "summary": "公司公开帖说明Rain Technologies改名Pluvo、与旗舰产品整合，网页相对时间2y；链接pluvo.io。",
      "limitation": "相对时间不擅自变精确发布日期，帖文不当注册原件；可证旧业务沿革线索，不把2025档案当无历史新法人，不读取评论者个人信息。"
    },
    {
      "id": "SR006F6-PLUVO-OLD-REGISTER",
      "companyId": null,
      "title": "加拿大Rain旧登记及合并链",
      "url": "https://ised-isde.canada.ca/cc/lgcy/fdrlCrpDtls.html?corpId=11860780",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "官方公司登记及后继链接核对",
      "summary": "普通HTTP可读官方Rain Technologies Inc.1186078-0，2020-01-23，状态因2023-10-01并入Rain Technologies Inc.而inactive，并列后继1538556-3。",
      "limitation": "旧法人inactive不代表Pluvo停业；旧登记与MSA同名，但合同未列编号，母子/合并和确切合同主体仍需核，不以个人地址配对。"
    },
    {
      "id": "SR006F6-PLUVO-SUCCESSOR",
      "companyId": null,
      "title": "加拿大Rain合并后登记状态",
      "url": "https://ised-isde.canada.ca/cc/lgcy/fdrlCrpDtls.html?corpId=15385563",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "官方合并后继公司概览",
      "summary": "官方后继Rain Technologies Inc.1538556-3列2023-10-01及Active；同时提示annual filings overdue/可能行政解散通知。",
      "limitation": "状态仍Active，不写已解散或停业；登记申报延迟不是收入/财务造假证据，同名与MSA的精确法律映射未由编号完全确认。"
    },
    {
      "id": "SR006F6-TAXNOVA-HOME",
      "companyId": null,
      "title": "Taxnova研发税收资料与顾问审核",
      "url": "https://taxnova.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "研发/CapEx证据和叙述由工程/财务元数据形成，顾问审查/最终申报；当前US/UK/CA/FR/ES，更多国家未来计划。",
      "limitation": "客户500K税收抵免、credit增加/节省非Taxnova净收入；不训练/只读/不读源码及SOC2为厂商说法，实际合同/报告未取得。"
    },
    {
      "id": "SR006F6-TAXNOVA-TERMS",
      "companyId": null,
      "title": "Taxnova网站主体及独立服务协议",
      "url": "https://taxnova.ai/legal/terms",
      "publishedAt": "2026-08-07",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "Taxnova Ltd英国编号15991858，网站条款只管网站，AI服务另签协议，不保证具体税务结果；数据由第三方LLM处理依协议。",
      "limitation": "不把网站条款代签约顾问责任/收费，编号可供登记交叉核，成立/改名前后与2025品牌字段分开。"
    },
    {
      "id": "SR006F6-TAXNOVA-REGISTER",
      "companyId": null,
      "title": "Taxnova编号对应2024成立与2025改名",
      "url": "https://find-and-update.company-information.service.gov.uk/company/15991858",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "官方公司成立和旧名登记",
      "summary": "官方TAXNOVA LTD 15991858，Active，2024-10-01成立；旧名AWAITLY LTD至2025-03-12，与官网条款编号对应。",
      "limitation": "独立注册存在不证明财务审计；2025改名不重设成立，投资方2025可能业务/品牌起点，新主体/旧业务沿革待核，暂不纳新成立主表。"
    },
    {
      "id": "SR006F6-IDILIO-HOME",
      "companyId": null,
      "title": "Idilio当前内容/订阅与AI交付缺项",
      "url": "https://idilio.tv/en",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "普通HTTP可读原生短剧平台，首页1.3M下载/3M月观看自述，真人专业制作；免费集、广告/任务赠币、金币包及月订阅。",
      "limitation": "未核当前生成式AI生产/推荐的具体实现，官网算法不自动等AI主营；下载/观看/创作者履历非付费用户或收入，无公开实价。"
    },
    {
      "id": "SR006F6-IDILIO-TERMS",
      "companyId": null,
      "title": "Idilio会员/第三方支付和主体缺项",
      "url": "https://idilio.tv/en/terms",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/价格及合同核对",
      "summary": "普通HTTP可读Idilio.tv或affiliates的会员/广告计划及第三方渠道，按所选计划计费续期取消，具体计划需账号。",
      "limitation": "精确法人/收费金额、广告/金币/订阅净额、商店佣金/退款及期间未核；未登录/下载/付费，不将条款当已实现收入。"
    },
    {
      "id": "SR006F6-IDILIO-SR",
      "companyId": null,
      "title": "Idilio32K每月声明的财务缺项",
      "url": "https://speedrun.a16z.com/companies/idilio",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开投资方档案收入口径复核",
      "summary": "档案自报2025九人、AI production；原文$0->$32K/mo since Jan及约1日ROAS breakeven。",
      "limitation": "未注明ISO币种、财务日/Jan年份、是否MRR/广告/金币/订阅毛净额及退款；不把ROAS认全成本回收、32K×12当披露ARR，也不以标签自动确认当前AI主营。"
    },
    {
      "id": "SRCARE1-FEARN-HOME",
      "companyId": "AI190",
      "title": "Fearn专利服务与自营AI",
      "url": "https://fearn.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "专利专家、固定价申请和组合管理软件；官网分别列Fearn Legal, LLC与Fearn AI, Inc.，自述模型在自营GPU运行。",
      "limitation": "法律资质、注册、实体间收费归属和SOC2报告未独立核；客户logo/节省不是平台收入，AI输出有人审。"
    },
    {
      "id": "SRCARE1-FEARN-PRICE",
      "companyId": "AI190",
      "title": "Fearn年费顾问与另计申请费",
      "url": "https://fearn.ai/pricing",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "年付Launch原$5,000/yr含retainer和2次检索、最多10专利族；申请另按固定价，部分政府费用纳入，境外费用另报价。每计划先签engagement letter。",
      "limitation": "标价不是实收或纯软件ARR；检索池无结转、抵扣/代垫和第三方法务费须分；未取得委托书、发票/客户数或准确币种ISO。"
    },
    {
      "id": "SRCARE1-FEARN-TERMS",
      "companyId": "AI190",
      "title": "Fearn在线条款与法律服务角色",
      "url": "https://fearn.ai/legal/terms",
      "publishedAt": "2026-02-03",
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "2026-02-03在线条款主体Fearn AI, Inc.，其他产品可适用另行条款；首页法律服务另列Fearn Legal, LLC。",
      "limitation": "不以网站条款替代签署的专业委托书，实体关联/实际合同及收费分配未核，不把AI网站成立日当法人登记。"
    },
    {
      "id": "SRCARE1-LOGICAL-HOME",
      "companyId": "AI191",
      "title": "Logical医疗成员沟通及人工转交",
      "url": "https://logical.health/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "面向医疗机构/支付方，AI双向短信安排预约、福利和交通并可转人工；接现有成员数据，自述神经符号规则追踪。",
      "limitation": "HIPAA/SOC2及效果为公司说明，未读独立报告或运行产品；价格/每成员或按结果费率未知，不由消息渠道推订阅模式。"
    },
    {
      "id": "SRCARE1-LOGICAL-LEGAL",
      "companyId": "AI191",
      "title": "Logical隐私政策与BAA范围",
      "url": "https://logical.health/legal",
      "publishedAt": "2026-05-31",
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "2026-05-31政策主体Logical Health, Inc.，许多客户部署按BAA、客户指令处理PHI；公共网站政策不替代BAA或客户合同。",
      "limitation": "页面标签列条款/安全不等取得全部合同正文；费用/专业责任和实际处理审计未核，无患者数据收集。"
    },
    {
      "id": "SRCARE1-LOGICAL-SR",
      "companyId": "AI191",
      "title": "Logical研究节省与公司收入分开",
      "url": "https://speedrun.a16z.com/companies/logical-health",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开投资方档案业务及财务范围核对",
      "summary": "投资方档案自报2025、3人，源自研究，称研究为保险方每年节省原$16M；称与national payer和TPA合作。",
      "limitation": "研究效果和合作不等公司收入/已付费客户，未取得研究原件、合同/付款；不按客户节省额估ARR。"
    },
    {
      "id": "SRCARE1-ADVOCATE-PUBLIC",
      "companyId": "AI192",
      "title": "Advocate公开前端的现行业务",
      "url": "https://advocatewellbeing.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "首页HTML仅标题，普通HTTP200公开脚本可读：AI电话响应，人员监督，协调出行/日常服务并通知家属；路由映射/terms及/privacy。",
      "limitation": "仅静态读取公开资源https://advocatewellbeing.com/assets/index-Cwvceqnd.js，未执行脚本、注册、授权邮箱或下单；首页保密宣传不能替代具体隐私约定。 公开资源SHA256:81898d04bd1e52a543adfcbc61479623df5a2c9dc1d52cb088f00e1506339e49。"
    },
    {
      "id": "SRCARE1-ADVOCATE-TERMS",
      "companyId": "AI192",
      "title": "Advocate会员、通话与协调费分账",
      "url": "https://advocatewellbeing.com/terms",
      "publishedAt": "2026-08-10",
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "公开前端条款2026-08-10：Advocate Wellbeing, Inc.；通常原$25/月含90分钟，欢迎/了解通话另免费，超额0.30/分钟；确认后代购第三方服务成本另加10%协调费。",
      "limitation": "静态路由内容非已签订单；具体购买界面优先。代付总额不自动当净收入，月费、超额/佣金及退款分账，人工/第三方履约成本未核。"
    },
    {
      "id": "SRCARE1-ADVOCATE-PRIVACY",
      "companyId": "AI192",
      "title": "Advocate语音和家庭资料处理边界",
      "url": "https://advocatewellbeing.com/privacy",
      "publishedAt": "2026-10-02",
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "公开前端2026-10-02政策及条款列录音/转写、第三方AI处理和授权人员审核；录音/转写可保留至7年，需按实际用途/法律及删除条件。",
      "limitation": "未读取个人资料或测试权利流程。Gmail派生内容训练限制不自动覆盖全部数据；不作医疗专业提供者，安全/隐私宣传非独立验证。"
    },
    {
      "id": "SRCARE1-CONCORDA-HOME",
      "companyId": "AI193",
      "title": "Concorda诉讼团队工作流软件",
      "url": "https://www.concordahq.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "案件材料关联、发现/检索/草稿和引用验证，当前面向诉讼团队软件。",
      "limitation": "引用正确/安全报告为厂商说明，未运行或读取案件；不将人员履历和客户节省视为业绩，原档案法律服务另需合同核。"
    },
    {
      "id": "SRCARE1-CONCORDA-PRICE",
      "companyId": "AI193",
      "title": "Concorda按席位软件收费",
      "url": "https://www.concordahq.com/plans",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "初始Monthly方案原$350/用户/月、前两周免费，不限案件/上传；10人以上企业方案另询，年付标签save17%。",
      "limitation": "未切换验证年价，不自行推年付金额；安全/不限上传不代表零推理存储成本；标价、试用及客户采购未核。"
    },
    {
      "id": "SRCARE1-CONCORDA-TERMS",
      "companyId": "AI193",
      "title": "Concorda软件条款与法律服务区分",
      "url": "https://www.concordahq.com/terms_and_conditions",
      "publishedAt": "2026-09-09",
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "2026-09-09条款Concorda, Inc. Delaware自述，美元计费自动续期；明确软件不执业、不建立律师客户关系，客户须独立核查；内容不用于调模型权重但可有非训练改进。",
      "limitation": "普通HTTP正文已读；原投资方称法律服务+B2BSaaS，未获法律服务独立主体/委托/收费协议，不把平台条款外推全部业务。"
    },
    {
      "id": "SRCARE1-MIRAKA-HOME",
      "companyId": "AI194",
      "title": "Miraka临床团队加监测",
      "url": "https://miraka.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "面向居家心脏照护，临床团队、监测和AI风险识别一起交付；公开主页Terms/Privacy链接回首页，未取得相应条款。",
      "limitation": "不作临床建议；动态计数初始0不是已验证零效果。法律主体、患者合同、资质及支付方实际结算未知。"
    },
    {
      "id": "SRCARE1-MIRAKA-PROVIDERS",
      "companyId": "AI194",
      "title": "Miraka转诊、设备和保险流程",
      "url": "https://miraka.ai/providers",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "自述承接转诊后入组、保险、设备和onboarding，专属照护团队及实时监测，提供进度报告。",
      "limitation": "94%入组、95%完成和90%+减少再入院为宣传非独立试验；机构无需加人不等Miraka无人力成本。具体保险/临床合同、拒赔/回款未核。"
    },
    {
      "id": "SRCARE1-MIRAKA-SR",
      "companyId": "AI194",
      "title": "Miraka annual run rate定义缺项",
      "url": "https://speedrun.a16z.com/companies/miraka",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开投资方档案收入声明口径复核",
      "summary": "档案2025、3人；原$340k annual run rate in 3 months及71% MoM appointment growth；照护服务自述保险覆盖。",
      "limitation": "未说明run rate指标定义、币种ISO、财务截止日及毛净/收款，预约增长非收入增长；保留原文证据，暂不新增财务观测、不纳ARR池。"
    },
    {
      "id": "SRCARE1-SAM-HOME",
      "companyId": "AI195",
      "title": "Quo Labs档案所链Sam消费陪伴设备",
      "url": "https://withsam.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "语音设备及家庭app、每日沟通/提醒/摘要，当前beta需联网；档案Quo Labs链接本域名，官网称非医疗设备/诊断替代。",
      "limitation": "两人档案与官网三创始人是不同统计口径/时点，不认虚报；精确法律主体、临床/安全独立报告未取得，家庭健康功能不等医疗服务。"
    },
    {
      "id": "SRCARE1-SAM-PRICE",
      "companyId": "AI195",
      "title": "Sam现批次硬件售价和无订阅",
      "url": "https://withsam.com/#product",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网业务/收费及主体核对",
      "summary": "初始单机149.99 USD，免费家庭app/一年保修；当前批次无订阅，FAQ说未来可能订阅、该批次保留无费；新订单称下月出货。",
      "limitation": "批次售罄/1,000+用户/3.7M分钟为自报，未证付费/出货/净收入；一次硬件价不乘用户或年化ARR，长期云/通话和保修成本待核。"
    },
    {
      "id": "SRCARE1-SAM-SR",
      "companyId": "AI195",
      "title": "Quo Labs与Sam档案关联",
      "url": "https://speedrun.a16z.com/companies/quo-labs",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开投资方品牌/产品对应核对",
      "summary": "投资方档案自报2025、2人、旧称Quo Labs，链接withsam.com；按实际家庭语音陪伴交付分类。",
      "limitation": "仅品牌/域名关联，不当法律主体注册证明；1.4B老人是目标市场而非用户，不误并其他同名Sam/Quo。"
    },
    {
      "id": "SRENTER1-ACCELER8-HOME",
      "companyId": null,
      "title": "Acceler8公开前端的人力规划产品",
      "url": "https://useacceler8.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "首页HTML无可读正文；其实际引用公开JS静态可读AI能力/继任/人员发展规划、企业部署和原HR系统之上的分析。",
      "limitation": "仅静态读https://useacceler8.com/assets/index-4WX-jN3Z.js，SHA256 bcc8d87f37f9707cc6e5ebd70f750d29d41fd2a50036b3be3855efacd7b5a527；未执行、接员工数据或进入管理路由。客户/创始人过往融资不作自身收入。"
    },
    {
      "id": "SRENTER1-ACCELER8-POLICY",
      "companyId": null,
      "title": "Acceler8公开隐私主体及动态更新时间",
      "url": "https://useacceler8.com/privacy-policy",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "公开JS的privacy-policy路由列TC Capita Pte Ltd；terms-of-service描述AI人才发展，未见公开实价。条款更新时间用客户端new Date()生成。",
      "limitation": "未执行代码；动态当前日期不当真实修订/注册日期，TC Capita与Acceler8品牌及成立年未由注册原件核对，不套用英国等同名公司。"
    },
    {
      "id": "SRENTER1-ACCELER8-DEALROOM",
      "companyId": null,
      "title": "Acceler8同域目录上线年与成立自报差异",
      "url": "https://app.dealroom.co/companies/acceler8_1",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已确认来源Dealroom单个公开档案交叉核对",
      "summary": "Dealroom公开全文列useacceler8.com及theacceler8公司链接，Launch date 2024；与Speedrun Founded2025口径有差异。",
      "limitation": "上线年、公司成立年和品牌起点不同；目录AI生成简介/融资字段不代公司原件，保留年份待核而非自动定2024；未登录/获取付费档案。"
    },
    {
      "id": "SRENTER1-ALIKE-HOME",
      "companyId": "AI196",
      "title": "Alike共享Agent工作上下文",
      "url": "https://alike.dev/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "面向多Agent团队，记录任务/决策和来源并在运行中共享上下文、冲突提示和人工确认；入口为early access。",
      "limitation": "50K agents/95%有用/49%主动提及为厂商自报，分母/日期/独立测试未核；不当付费数/收入。页面安装指令未执行、未连接工作资料。"
    },
    {
      "id": "SRENTER1-ALIKE-TERMS",
      "companyId": "AI196",
      "title": "Alike多Agent账户和计费边界",
      "url": "https://alike.dev/terms",
      "publishedAt": "2026-09-12",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "2026-09-12条款主体Alike Labs, Inc.，含CLI/MCP和集成；外发动作需用户/规则确认，同事变更为可接受/拒绝建议；支持免费和预付收费。",
      "limitation": "未见金额、计费单位及实际合同；免费/试用条款不证明当前无限免费或已收费，Agent行动日志不当独立可靠性实测。"
    },
    {
      "id": "SRENTER1-ALIKE-PRIVACY",
      "companyId": "AI196",
      "title": "Alike存储、共享和第三方模型",
      "url": "https://alike.dev/privacy",
      "publishedAt": "2026-09-12",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "2026-09-12政策列按项/属性共享、数据库执行权限；相关内容送第三方模型处理但Alike不训练。断开集成后已复制内容保留至删除/销户。",
      "limitation": "不训练不等不传出/不存储；客户终端用户资料另受服务协议/DPA，未获取实际合同或验证撤权传播。"
    },
    {
      "id": "SRENTER1-HEAVI-HOME",
      "companyId": "AI197",
      "title": "Heavi零件检索到采购配送",
      "url": "https://heaviai.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "输入VIN/YMM和需求，搜原厂/售后目录、邮件/电话询价，用户确认选择后协助下单/配送；公开入口为early access/waitlist。",
      "limitation": "不保证所有目录可用或全部自动；价格、软件费/佣金/贸易差价与货权责任未公开，未下单或接真实车队数据。"
    },
    {
      "id": "SRENTER1-HEAVI-PRIVACY",
      "companyId": "AI197",
      "title": "Heavi网站隐私的主体范围",
      "url": "https://heaviai.com/privacy",
      "publishedAt": "2026-03-12",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "2026-03-12网站隐私列Heavi Inc，覆盖网站互动/追踪等。",
      "limitation": "网站隐私不代零件买卖/采购订单及质保/适配责任；独立注册、供应商合同与用户交易未核。"
    },
    {
      "id": "SRENTER1-HEAVI-SR",
      "companyId": "AI197",
      "title": "Heavi签约收入与设计伙伴",
      "url": "https://speedrun.a16z.com/companies/heavi",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开投资方档案签约声明范围核对",
      "summary": "档案自报2025、2人、5个design partners和原$100,000 contracted revenue；客户省时/利润提升亦为自报。",
      "limitation": "合同期限、经常性、取消/上线/履约和付款、ISO币种/财务截止日未给，不作已实现ARR。创始人前公司250M收入及融资不迁入Heavi。"
    },
    {
      "id": "SRENTER1-MODERN-HOME",
      "companyId": "AI198",
      "title": "Modern Industrials定制集成与人审/写权限",
      "url": "https://www.modernindustrials.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "面向分销商/制造商，定制AI读取询价/订单、匹配目录和定价规则并生成ERP草稿；先只读，用户批准后限定动作写入；页脚Korman Labs Inc.。",
      "limitation": "每部署定制、集成/持续支持非零成本；未见实价/合同，客户订单和ROI非公司收入，公开安全/错误控制和ERP兼容未实测。"
    },
    {
      "id": "SRENTER1-PIPER-HOME",
      "companyId": "AI199",
      "title": "Piper施工前准备交付",
      "url": "https://piper-ai.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "面向总包施工前团队，整合图纸/规范/报价/历史数据，形成范围、比标、估算复核及CPM计划，来源引用及P6/MS Project导出。",
      "limitation": "未运行项目/下载客户材料；客户3B公司规模、投标金额/省时不是Piper收入，无公开实价/计费单位，专业最终审核/责任需合同。"
    },
    {
      "id": "SRENTER1-PIPER-TERMS",
      "companyId": "AI199",
      "title": "Piper网站条款与付费合同缺项",
      "url": "https://piper-ai.com/terms-of-use",
      "publishedAt": "2025-10-09",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "2025-10-09网站条款主体Piper AI Ltd.，覆盖网站/相关服务；不是已签采购或工程专业委托。",
      "limitation": "未获具体企业订阅/项目实施订单、责任/净费和独立注册，网站条款日期不当成立原件。"
    },
    {
      "id": "SRENTER1-PIPER-PRIVACY",
      "companyId": "AI199",
      "title": "Piper个人资料与产品训练处理范围",
      "url": "https://piper-ai.com/privacy-policy",
      "publishedAt": "2026-10-19",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "2026-10-19政策含访问/产品使用分析、服务改进；匿名/汇总资料可用于训练、基准和AI研究。",
      "limitation": "该政策不等具体项目文档全部用于训练或全部禁训，采购DPA/保密、退出/删除需另核；未收集个人/工程资料。"
    },
    {
      "id": "SRENTER1-SENTRA-HOME",
      "companyId": "AI200",
      "title": "Sentra组织记忆和部署模式",
      "url": "https://www.sentra.app/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "企业交互/代码/文档编成可按权限访问的组织上下文，供人员和Agent用API/MCP；自述Cloud、客户VPC及隔离本地部署。",
      "limitation": "部署/安全报告、200+连接和客户效果为自报，未连接/授权或实测；统一组织记忆不等新通用基础模型，实价未知。"
    },
    {
      "id": "SRENTER1-SENTRA-TERMS",
      "companyId": "AI200",
      "title": "Sentra软件订阅与主体",
      "url": "https://www.sentra.app/terms",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "条款主体Dynamis Labs, Inc.，2026年3月更新，仅给月份；提供AI组织分析，支持自动续订、具体周期由计划决定。",
      "limitation": "未取得具体金额/单位或付费订单；不把月份补成精确日，不将网站许可代客户DPA/权限合同，独立注册未核。"
    },
    {
      "id": "SRENTER1-SENTRA-PRIVACY",
      "companyId": "AI200",
      "title": "Sentra会议参与人与组织摘要权限",
      "url": "https://www.sentra.app/data-privacy",
      "publishedAt": "2025-07-18",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "2025-07-18公开说明私密会议不入组织记忆、完整转写限产生者；组织角色/分享决定摘要可见性，并列导出/删除入口。",
      "limitation": "仅政策说明，非撤权/分享/脱敏实测；摘要也可能敏感，未授权集成或读员工资料。首页广泛数据源与较早会议政策需实际合同/当前配置核对。"
    },
    {
      "id": "SRENTER1-SENTRA-BENCH",
      "companyId": "AI200",
      "title": "Sentra自报编码Agent记忆测试成本",
      "url": "https://www.sentra.app/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开技术测试摘要及成本范围",
      "summary": "首页列Terminal-Bench2.1、445 trials、88.31%平均reward和模型费从1,862.98至510.30的同基准对比，声称少72.6%。",
      "limitation": "仅官网结果摘要，未读完整论文/复现实验；不当独立榜单核验或通用性能保证，模型测试费用非公司收入/全成本毛利。官网桌面下载浏览器失败，未下载/执行二进制。"
    },
    {
      "id": "SRENTER1-VERRA-HOME",
      "companyId": "AI201",
      "title": "Verra咨询机构记忆产品",
      "url": "https://verra.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "面向咨询机构，历史项目/模型/交付物形成知识与草稿；公开演示入口，单租户部署和来源/权限治理。",
      "limitation": "75M页/24K交付/90%日用和客户效率为自报，不等付费/收入；实际部署/留存和统一实价未核，不误并碳认证等同名Verra。"
    },
    {
      "id": "SRENTER1-VERRA-SECURITY",
      "companyId": "AI201",
      "title": "Verra自有云部署及记忆审核",
      "url": "https://verra.com/security",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "官网称客户自有云单租户，团队审批共享记忆、按角色控制、撤权传播，不训练共享模型。",
      "limitation": "未取得SOC2/渗透报告或DPA，权限和撤权未测；部署内仍有集成/云运维成本，是否适用具体客户需核约。"
    },
    {
      "id": "SRENTER1-VERRA-TERMS",
      "companyId": "AI201",
      "title": "Verra主体、内容/使用资料条款",
      "url": "https://verra.com/legal/terms-of-service",
      "publishedAt": "2025-11-15",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "2025-11-15条款Lighthouse Software Technologies, Inc. dba Verra；产品描述仍含AI-search visibility/知识管理。允许去识别/汇总Usage Data改进/训练、可能周期预付续订。",
      "limitation": "当前咨询记忆与旧描述/宽内容许可的适用需实际MSA/DPA核，不把不训练共享模型外推零存储/处理；未见具体金额/合同。日期早于12月成立自述，同属2025且非注册核验。"
    },
    {
      "id": "SRENTER1-VERRA-PRESS",
      "companyId": "AI201",
      "title": "Verra融资、业务成立自述和客户效果",
      "url": "https://verra.com/media/press/verra-raises-5m-seed",
      "publishedAt": "2026-08-11",
      "accessedAt": "2026-11-01",
      "kind": "公司官网交付/合同及业务范围核对",
      "summary": "公司2026-08-11公告称2025年12月成立、总部NY，获5M seed/先前500K preseed及咨询客户采用。",
      "limitation": "公告非融资到账/注册证明，融资不当营业额；估计客户215K工时节省不乘费率估自身收入。投资方档案SF保留不同资料口径。"
    },
    {
      "id": "SRENTER1-VERRA-SR",
      "companyId": "AI201",
      "title": "Verra约700K签约声明",
      "url": "https://speedrun.a16z.com/companies/verra",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开投资方档案合同/增长口径核对",
      "summary": "档案2025、2人；Meridian为咨询知识系统，四个月约原$700K contracted，since January每月3x自报。",
      "limitation": "未注明Jan年份、增长指标定义、合同周期/净额、履约/付款或ISO币种和财务日；签约和客户竞品评测胜出不等实现ARR/独立技术结果。"
    },
    {
      "id": "SRFIN1-AUGUST-HOME",
      "companyId": null,
      "title": "August官网当前交付缺项",
      "url": "https://www.tryaugust.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "无www根域TLS失败，www首页可读但仅银行软件标题和demo表单，未取得具体AI工作流或收费/条款。",
      "limitation": "不跳过TLS验证；不能用极简首页证实档案所有自动化任务，保留当前AI交付待核，未提交邮箱。"
    },
    {
      "id": "SRFIN1-AUGUST-SR",
      "companyId": null,
      "title": "August客户银行规模不等软件收入",
      "url": "https://speedrun.a16z.com/companies/august",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开投资方档案主营和客户规模口径核对",
      "summary": "档案自报2025、3人；称商业银行承销/贷后/风险AI，部署于170B+规模银行、pipeline增长。",
      "limitation": "170B是客户银行规模，非August收入/资产；银行名称/合同/净费/实际工作流未核，创始人前公司融资不迁入。"
    },
    {
      "id": "SRFIN1-BILROST-HOME",
      "companyId": "AI202",
      "title": "Bilrost贷款资料与现有模型/系统",
      "url": "https://bilrost.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "商业贷资料收集/核对、租约和财务抽取，输出到客户Excel模型/LOS；Marcy/James为现产品，Tyler资产管理明确coming soon。",
      "limitation": "动态0%计数不当实际效果，100%文件覆盖/千份回归为自报；未运行/安装Excel插件，实际收费和采购未知。"
    },
    {
      "id": "SRFIN1-BILROST-TERMS",
      "companyId": "AI202",
      "title": "Bilrost专业复核与机构合同优先",
      "url": "https://bilrost.ai/terms",
      "publishedAt": "2026-09-30",
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "2026-09-30主体Bilrost, Inc.；机构已签Cloud Service Agreement优先，Excel插件安装本身不授予账户，结果须人审并非贷款决策/评估意见。",
      "limitation": "网站条款不代实际机构合同/费率；不训练第三方通用模型并不表示无外部AI处理，独立注册未核。"
    },
    {
      "id": "SRFIN1-BILROST-PRIVACY",
      "companyId": "AI202",
      "title": "Bilrost Excel按点击读写及借款资料角色",
      "url": "https://bilrost.ai/privacy",
      "publishedAt": "2026-09-30",
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "2026-09-30政策：按贷款机构指令处理文件；Excel插件在点击时向指定工作表写数据并读计算结果，非后台读取无关文件；客户内容不训练模型。",
      "limitation": "输出到工作簿后的分享由客户决定，外部托管/AI处理商另有合同；政策非权限/删除实测，未处理真实贷款/个人资料。"
    },
    {
      "id": "SRFIN1-CREBIT-PUBLIC",
      "companyId": null,
      "title": "Crebit公开前端的外汇产品而非已核AI",
      "url": "https://www.crebitpay.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "首页HTML仅标题；引用公开JS有跨境付款、最长180天锁汇、企业/API/信用社合作文案，未核具体AI任务。",
      "limitation": "静态读https://www.crebitpay.com/assets/index-mN8dik8O.js，SHA256 6dd2f38b8c416e51f586bc14a5afb6765a5436ad0ef8f5433e5cd08f33525962；未执行、获取报价/沙盒密钥、访问交易API或付款。不据无隐藏点差/页面$0费推全产品净费率为零。"
    },
    {
      "id": "SRFIN1-CREBIT-SR",
      "companyId": null,
      "title": "Crebit交易量与收入边界",
      "url": "https://speedrun.a16z.com/companies/crebit",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开投资方档案交易量范围核对",
      "summary": "档案2025、2人；2M/月processing、100% MoM及已签企业2026年40M年外汇量自报，另列9T市场交易量。",
      "limitation": "均非公司净收入/ARR，this month缺日历时点/ISO币种，费率、结算/净额及AI任务未核；SVB合作仅自述，未替其背书。"
    },
    {
      "id": "SRFIN1-CREBIT-TERMS",
      "companyId": null,
      "title": "Crebit通用条款的收费/主体缺项",
      "url": "https://www.crebitpay.com/assets/TermsOfServicePage-DIFwW6oK.js",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "公开首页资源索引所链条款组件仅介绍服务、资格和账号，具体服务可有附加协议；未列精确法人/交易净费。",
      "limitation": "静态读取不执行，HTTP200/SHA256 0e5e9f72d6a5d11341704d8c5be0fbbc78630b959b5fb717c962e6b1f2929846；未取得完整金融/锁汇合同，不由页面文案判断监管/法律有效性。"
    },
    {
      "id": "SRFIN1-PAYPATH-HOME",
      "companyId": "AI203",
      "title": "PayPath信贷生命周期与人审",
      "url": "https://paypath.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "银行/服务商信贷发放、贷后、催收工作流，用语音/短信/邮件、抽取与支付集成，复杂/争议情况转人工；公开demo。",
      "limitation": "340M风险资产、回收率/催收额和动态计数为客户场景/自报，非PayPath收入；合规/准确性未独立验证，不因autopilot否定实际人审成本，无公开实价。"
    },
    {
      "id": "SRFIN1-PAYPATH-TERMS",
      "companyId": "AI203",
      "title": "PayPath订阅条款与模板缺项",
      "url": "https://paypath.ai/legal/terms-of-use",
      "publishedAt": "2026-04-15",
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "2026-04-15条款PayPath LLC、仍描述CRM，按所选subscription收费，不列金额；管辖州保留Insert State占位。",
      "limitation": "模板/占位不当有效采购/注册证明，也不据此指造假；当前信贷Agent职责、净费/履约、扣款和专业责任需具体协议，不猜回收提成。"
    },
    {
      "id": "SRFIN1-PAYPATH-PRIVACY",
      "companyId": "AI203",
      "title": "PayPath产品改进/语言模型政策",
      "url": "https://paypath.ai/legal/privacy-policy",
      "publishedAt": "2026-04-15",
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "2026-04-15CRM隐私政策允许用平台互动资料训练/增强语言模型，列第三方服务商和跨国处理。",
      "limitation": "不能写成全量不训练/完全本地；也不据泛化政策断言真实借款资料已训练，需客户DPA/部署合同核，未取任何借款/支付资料。"
    },
    {
      "id": "SRFIN1-SELLARA-HOME",
      "companyId": "AI204",
      "title": "Sellara驻场工程与机构内模型",
      "url": "https://www.sellara.io/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "为金融机构部署专用小模型及中后台对账/结算等工作流，工程师驻场接系统、审批/异常处理；不替代原OMS/清算/总账。",
      "limitation": "SOC2 Type2 examination underway，目标Q1 2027，非已完成报告；真实模型/部署和净费未核，示例交易/资金额不作自身收入。"
    },
    {
      "id": "SRFIN1-SELLARA-TERMS",
      "companyId": "AI204",
      "title": "Sellara网站条款不代实施合同",
      "url": "https://www.sellara.io/terms",
      "publishedAt": "2026-09-22",
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "2026-09-22网站条款Sellara Inc.，主要覆盖公开营销网站和功能。",
      "limitation": "未取得企业实施/模型许可/持续服务合同、金额与付款；网站自述/模板不当注册原件或实际生产验收。"
    },
    {
      "id": "SRFIN1-SELLARA-PRIVACY",
      "companyId": "AI204",
      "title": "Sellara网站与客户数据协议分开",
      "url": "https://www.sellara.io/privacy",
      "publishedAt": "2026-09-22",
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "2026-09-22政策明确只覆盖营销网站、无消费者账户；客户平台数据由书面客户协议管理，不经网站，也不训练公开基础模型。",
      "limitation": "不训练public模型不等不做客户专用模型调优/零数据处理，实际隔离/保留和云/本地费用需合同/部署核；未接真实账户。"
    },
    {
      "id": "SRFIN1-SELLARA-BENCH",
      "companyId": "AI204",
      "title": "Sellara对账测试与模型能力声明",
      "url": "https://www.sellara.io/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开技术能力声明口径核对",
      "summary": "首页自报对账基准98% F1，对照60%；投资方档案另称60%+更好、30倍快，指标/任务不可直接等同。",
      "limitation": "官网仅摘要，无可独立复现的测试/样本与完整成本；未测试模型，不将F1优势当全面准确率或新基础模型级别。"
    },
    {
      "id": "SRFIN1-MARGIN-HOME",
      "companyId": null,
      "title": "Margin当前极简金融基础设施主页",
      "url": "https://www.marginfs.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "浏览与普通HTTP可读仅AI-native financial infrastructure及同义重复，未取得具体产品/买方任务、价格或条款入口。",
      "limitation": "AI标签不足以验证当前奖励/消费信贷具体交付，不从网站极简/拼写推造假，保留主营待核。"
    },
    {
      "id": "SRFIN1-MARGIN-SR",
      "companyId": null,
      "title": "Margin奖励及消费信贷档案描述",
      "url": "https://speedrun.a16z.com/companies/margin",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开投资方档案与当前交付缺项对照",
      "summary": "原档案自报2025、3人，称AI分析消费行为、动态奖励及消费者信贷；当前官网未补充具体业务。",
      "limitation": "未取得奖励资金来源/贷款资产与平台费用分配、牌照/合作银行/实际AI输出及合同，品牌伙伴不等实收收入。"
    },
    {
      "id": "SRFIN1-BELONG-PUBLIC",
      "companyId": null,
      "title": "Belong会员项目的当前AI缺项",
      "url": "https://belong.us/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "首页HTML仅标题，引用公开JS可读艺人自有会员/粉丝识别和金融基础设施项目；具体AI任务未见明确交付。",
      "limitation": "静态读https://belong.us/assets/index-q_RR-Ejb.js，SHA256 8d7e6d1da2c168c4c68511a9a428189cf6dfeda86317204d8a078e05b25ba760；未执行/登录/开户，金融科技/自动化不自动等AI主营。"
    },
    {
      "id": "SRFIN1-BELONG-TERMS",
      "companyId": null,
      "title": "Belong会员/金融收费主体边界",
      "url": "https://belong.us/terms-of-service",
      "publishedAt": "2026-03-13",
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "公开前端路由2026-03-13条款主体Belong Entertainment Inc.，列交易/服务费按使用前披露。",
      "limitation": "未核具体平台净费/艺人分成合同，艺人经常性收入不是Belong ARR；不能把持卡人所有收费都当平台净收入，注册原件未核。"
    },
    {
      "id": "SRFIN1-BELONG-DISCLOSURE",
      "companyId": null,
      "title": "Belong平台与银行/持卡账户分开",
      "url": "https://belong.us/financial-services-disclosure",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/合同与财务范围核对",
      "summary": "公开前端说明Belong为金融科技而非银行、银行及卡由Middlesex Federal Savings Bank提供，平台负责技术/项目；持卡协议另列账户费。",
      "limitation": "仅平台公开披露，未独立核合作/保险覆盖及实际开户，资金/卡消费总额不当平台收入，未读取银行/个人账户。"
    },
    {
      "id": "SRROBOT1-SAFEWORLD-HOME",
      "companyId": "AI205",
      "title": "SafeWorld机器人场景评估平台",
      "url": "https://www.safeworld.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "浏览抓取失败但普通HTTP200正文可读；面向人机共处机器人安全测试，用仿真/少见场景及重复测试支持工程/安全/运营判断，公开demo入口。",
      "limitation": "仅产品/团队说明，未运行场景、读取机器人日志或独立验证安全/标准符合性；无公开费率或客户已签采购，页面演示不当真实部署。"
    },
    {
      "id": "SRROBOT1-SAFEWORLD-TERMS",
      "companyId": "AI205",
      "title": "SafeWorld公开网站与产品合同分离",
      "url": "https://www.safeworld.ai/terms-of-use",
      "publishedAt": "2026-09-29",
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "2026-09-29条款SafeWorld, Inc.；网站不公开提供产品，demo/试点/服务另签协议，网站材料非安全认证/监管批准。",
      "limitation": "未取得产品MSA/SOW/DPA、注册原件或实价；教授/研究履历和网站说明不当机器人已获认证，也不外推客户产品安全。"
    },
    {
      "id": "SRROBOT1-SAFEWORLD-PRIVACY",
      "companyId": "AI205",
      "title": "SafeWorld公共网站资料范围",
      "url": "https://www.safeworld.ai/privacy-policy",
      "publishedAt": "2026-09-29",
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "2026-09-29网站隐私明确客户控制的产品数据由另行协议处理，不改变产品数据权利/训练或保密条款。",
      "limitation": "不由营销网站隐私推产品零训练/本地/数据权属，未提交询价或收集个人及客户测试资料。"
    },
    {
      "id": "SRROBOT1-SPARTA-HOME",
      "companyId": "AI206",
      "title": "Sparta Worlds封闭测试与动作验证",
      "url": "https://www.usesparta.co/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "封闭beta，在支持的外部系统副本检查Agent实际状态变化，结合重复运行及CI；页面退款/错误率明确illustrative。",
      "limitation": "未执行installer/CLI、申请token或调用Stripe；exact replicas不当全API兼容，示例金额/10.9%错误率非平台收入或独立测试结果。"
    },
    {
      "id": "SRROBOT1-SPARTA-PRICE",
      "companyId": "AI206",
      "title": "Sparta本地免费和记录额度收费",
      "url": "https://www.usesparta.co/pricing",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "初始月方案Solo原$0含500credits、Team500含25K、Growth2500含200K；本地未记录运行不限，记录/AI场景/托管世界计额度。",
      "limitation": "Beta申请不收费，付费另协议，标价不证明订阅。月额度/续年池、超额预算及定制实施分列；额度封顶可neutral skip不等Agent测试通过，不用报价年化收入。"
    },
    {
      "id": "SRROBOT1-SPARTA-FIDELITY",
      "companyId": "AI206",
      "title": "Sparta历史版本一致性测试范围",
      "url": "https://www.usesparta.co/fidelity",
      "publishedAt": "2026-09-28",
      "accessedAt": "2026-11-01",
      "kind": "厂商历史测试方法及版本范围核对",
      "summary": "2026-09-28旧beta.1对Stripe test mode的20探针中16应一致、4文档差异，20按预期；页面明确非当前beta验收及Zendesk资格。",
      "limitation": "厂商历史测试，不当独立复现、全Stripe一致、生产担保或当前beta.7已过；需按日期/版本/已实现行为判断。"
    },
    {
      "id": "SRROBOT1-SPARTA-JSON",
      "companyId": "AI206",
      "title": "Sparta可查历史测试JSON原始记录",
      "url": "https://www.usesparta.co/results/drift/2026-09-28.json",
      "publishedAt": "2026-09-28",
      "accessedAt": "2026-11-01",
      "kind": "公开厂商历史测试结果文件核对",
      "summary": "普通HTTP200读取2730字节JSON，ran_at2026-09-28T08:12:30.072Z、twin_version0.9.0-beta.1，20条中16agree/4gap，全部ok及counts相符。",
      "limitation": "SHA256 da5de209bd0c8a36383f2f8c373ff9121467bc4f4e7a5265f02a438f88825b4e；仅读取厂商结果非代码/权重或自运行测试，保持description，不冒充独立验收。"
    },
    {
      "id": "SRROBOT1-SPARTA-LIMITS",
      "companyId": "AI206",
      "title": "Sparta当前支持子集与待验收项",
      "url": "https://www.usesparta.co/known-limitations",
      "publishedAt": "2026-09-28",
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "beta范围限定Stripe、原生Zendesk及支持的组合子集；Zendesk live qualification、部分drafting/连接器仍待验收，明确若干API不支持。",
      "limitation": "同初始状态/请求序列的world可重复，不等随机Agent每次同路径或本地运行时构成安全隔离；未安装或运行，不能用旧20/20覆盖当前版本。"
    },
    {
      "id": "SRROBOT1-SPARTA-TERMS",
      "companyId": "AI206",
      "title": "Sparta免费beta与独立商业协议",
      "url": "https://www.usesparta.co/beta-terms",
      "publishedAt": "2026-09-28",
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "2026-09-28 notice适用此前发布闭源免费beta；新访问需申请，申请不自动订阅；外部模型/基础设施自负，付费需独立协议。",
      "limitation": "闭源包曾公开不等开源许可/代码已读，未下载/重分发/执行；历史免费条款和当前报价不相互覆盖，不证明实际付费客户或SLA。"
    },
    {
      "id": "SRROBOT1-SYNCERE-HOME",
      "companyId": "AI207",
      "title": "Syncere Lume家用机器人灯",
      "url": "https://syncere.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "Lume为可做家务的灯形家用机器人，当前官网产品/订购页面及影片展示，非单纯语音音箱。",
      "limitation": "任务和安全为厂商演示，未独立测试/购买；实际批量出货、可靠性及真实家庭付费未知，不按影视演示认已部署性能。"
    },
    {
      "id": "SRROBOT1-SYNCERE-PRICE",
      "companyId": "AI207",
      "title": "Lume硬件、长期维护和未来自主功能费",
      "url": "https://syncere.com/product",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "单灯原$2,699起，LumeCare489终身符合条件硬件服务/电池，Autonomy679终身功能；无终身计划的79/月标为2027年Q2开始，购买需邀请码。",
      "limitation": "未来月费非当前MRR，终身现金非年度订阅；首批终身保修及收费Care范围需实际订单核，硬件/软件/维护不能重复计费或推当前收入，未下单。"
    },
    {
      "id": "SRROBOT1-SYNCERE-TERMS",
      "companyId": "AI207",
      "title": "Syncere预订可用性和时间估计",
      "url": "https://syncere.com/tos",
      "publishedAt": "2026-04-01",
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "2026-04-01条款Syncere AI, Inc.，预订/早期交付时间是估计，功能/价格可变且可用性未保证。",
      "limitation": "网站条款非已签交货/保修订单或独立注册；具体排期/收款/退订未知，不能把夏季计划当已经制造/出货。"
    },
    {
      "id": "SRROBOT1-SYNCERE-SR",
      "companyId": "AI207",
      "title": "Syncere预订/候补需求非营业额",
      "url": "https://speedrun.a16z.com/companies/syncere",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开投资方档案需求/履约口径核对",
      "summary": "档案2025、8人；称hundreds预订、millions dollars waitlist和夏季准备制造/交付，另有浏览量。",
      "limitation": "候补需求/预订数未注明定金/净额/取消和实际交货；无明确金额、财务日/币种，不以标价乘人头生成收入或ARR。"
    },
    {
      "id": "SRROBOT1-THIRDBRAIN-HOME",
      "companyId": "AI208",
      "title": "ThirdBrain专家反馈与模型后训练",
      "url": "https://thirdbrainlabs.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "面向企业/领域专家，收集工作流内反馈、自动evals及后训练/部署专用模型，宣传客户拥有数据/权重/IP；团队服务部署数周。",
      "limitation": "没有公开实价/已签交付、代码/权重或独立结果；培训/部署能力不当新通用基础模型，权属/训练范围需实际客户合同。"
    },
    {
      "id": "SRROBOT1-THIRDBRAIN-TERMS",
      "companyId": "AI208",
      "title": "ThirdBrain Terms页正文为隐私式模板",
      "url": "https://thirdbrainlabs.ai/legal/terms",
      "publishedAt": "2025-12-27",
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "2025-12-27标注Terms页面实际为收集/用途/共享/保留等隐私式内容，未给明确收费/权重IP交付条款。",
      "limitation": "与标题错配是合同证据缺项，不能据模板推产品不存在/财务造假；精确法人、模型所有权/第三方许可与企业DPA未核。"
    },
    {
      "id": "SRROBOT1-THIRDBRAIN-PRIVACY",
      "companyId": "AI208",
      "title": "ThirdBrain Privacy页正文为网站许可式模板",
      "url": "https://thirdbrainlabs.ai/legal/privacy",
      "publishedAt": "2025-12-27",
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "2025-12-27标注Privacy页面实际含使用许可/免责声明和Your Jurisdiction占位。",
      "limitation": "两法律页正文错配，不能用作已签专业训练服务/数据与权重所有权保证；未提交训练数据或运行模型。"
    },
    {
      "id": "SRROBOT1-DISPATCHER-HOME",
      "companyId": "AI209",
      "title": "Dispatcher无人机情境分析软件交付",
      "url": "https://www.dispatchersystems.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "官网无人机实时分析/自然语言任务软件，列建设进度、农业和工业检查等买方场景，公开demo；页脚Dispatcher Inc.。",
      "limitation": "仅商业交付分类，不提供飞行/识别/部署实施；安全/合规/适配任意无人机为宣传，未飞行/接传感器，收费/硬件/运营服务合同未知。"
    },
    {
      "id": "SRROBOT1-DISPATCHER-TERMS",
      "companyId": "AI209",
      "title": "Dispatcher营销网站条款范围",
      "url": "https://www.dispatchersystems.com/terms-of-use",
      "publishedAt": "2025-09-23",
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "2025-09-23条款明确网站仅信息/营销用途，非产品或飞行服务交付合同。",
      "limitation": "精确注册/客户订单、软硬件/运营责任和费率未取得，不以团队任职背景代实际合同或性能。"
    },
    {
      "id": "SRROBOT1-SONATIC-HOME",
      "companyId": "AI210",
      "title": "Sonatic跨工具任务助手候补",
      "url": "https://sonatic.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "观察屏幕/麦克风及应用上下文、生成并执行工作任务，复杂任务为草稿供用户决定；当前waitlist，页脚AGI Comp Inc.。",
      "limitation": "界面权限/自主行为为描述，未授权、录屏/录音或安装；无实价/交付合同，候补和应用logo不代表所有集成已生产可用。"
    },
    {
      "id": "SRROBOT1-SONATIC-PRIVACY",
      "companyId": "AI210",
      "title": "Sonatic数据处理和条款链接缺项",
      "url": "https://sonatic.com/privacy-policy",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开交付/收费/合同范围核对",
      "summary": "政策主体AGI Comp, Inc.，称不卖/不训练，可联系启用端到端加密；处理录音/转写/截图及第三方，客户协议另定。",
      "limitation": "未见精确政策日；显示sonatic.com/terms的链接实际指cluely.com，未以该外域条款代Sonatic合同或据链接认关联。启用加密不是默认已端到端，禁训练不等零采集/外传。"
    },
    {
      "id": "SRLEARN1-AUTO-HOME",
      "companyId": "AI211",
      "title": "Auto当前照片库助手与旧Frames分列",
      "url": "https://auto.inc/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "当前Auto Photos用于照片整理、检索和问答，连接个人助手；页脚Automatic Platforms Inc.，原档案Frames相机小应用为较早业务描述。",
      "limitation": "未安装插件、授权照片或同步相册，当前交付按照片库任务分类；品牌更新不代注册年变化或新公司，旧产品收入不自动迁入。"
    },
    {
      "id": "SRLEARN1-AUTO-TERMS",
      "companyId": "AI211",
      "title": "Auto内容许可和模型训练条款",
      "url": "https://auto.inc/terms",
      "publishedAt": "2026-06-01",
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "2026-06-01主体Automatic Platforms Inc.，AI/自动化工作流、第三方处理及内容/输出的服务改进许可，包括模型训练。",
      "limitation": "条款仍含旧Frames描述，不代当前所有照片功能/实际采购；不训练第三方与公司自身训练不同，未上传内容，独立注册未核。"
    },
    {
      "id": "SRLEARN1-AUTO-PRIVACY",
      "companyId": "AI211",
      "title": "Auto一般内容与Google来源训练范围",
      "url": "https://auto.inc/privacy",
      "publishedAt": "2026-06-12",
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "2026-06-12政策一般用户内容可改进/训练自己的模型，Google Workspace来源另有限制，第三方LLM可处理但不用于其模型训练。",
      "limitation": "不能统一写相册零上传/零训练，也不据泛化政策推实际已训练所有照片；具体分享/删除/权限未实测。"
    },
    {
      "id": "SRLEARN1-AUTO-APP",
      "companyId": "AI211",
      "title": "Auto Photos商店公开发布",
      "url": "https://apps.apple.com/us/app/auto-photos-camera-roll/id6817892151",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "官网链接应用商店当前产品核对",
      "summary": "官网所链美国App Store列Automatic Platforms Inc、免费、iPhone照片库/按问句创建相册；可核当前发布版本。",
      "limitation": "未下载/运行，免费入口不等公司零收入/未来不收费；应用评分非付费量或技术实测，开发者隐私标签非Apple核验。"
    },
    {
      "id": "SRLEARN1-CLAIR-HOME",
      "companyId": "AI212",
      "title": "Clair生理信号推算与待完成验证",
      "url": "https://www.wearclair.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "官网以腕部生理信号/机器学习计算激素洞察，早期原型对照尿检；自报10万女性去识别临床数据训练，生产硬件研究仍在启动/待发布。",
      "limitation": "间接推算不当直接化学测量或独立临床/监管认可；不读患者数据/招募表，不以world model标签升级通用基座或验证医疗有效性。"
    },
    {
      "id": "SRLEARN1-CLAIR-PRICE",
      "companyId": "AI212",
      "title": "Clair预订硬件与促销订阅",
      "url": "https://www.wearclair.com/#preorder",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "当前founding member原$295含六个月Premium促销、免费地面配送，设备标2027年1月交付，32K+加入为自报。",
      "limitation": "未下单，具体订阅续费金额未知，预订/加入量不等已交货/付费或当前MRR，不能按295乘32K估收入。"
    },
    {
      "id": "SRLEARN1-CLAIR-TERMS",
      "companyId": "AI212",
      "title": "Clair wellness条款和软件收费",
      "url": "https://www.wearclair.com/terms/",
      "publishedAt": "2026-01-26",
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "2026-01-26主体Clair Health Inc.，明确general wellness非医疗设备；部分功能需续订、基础本地存储/端侧AI无订阅仍可用。",
      "limitation": "网站条款不代硬件已交付/临床验证或实际保修/退款订单，标价/订阅允许不证明实收；独立注册未核。"
    },
    {
      "id": "SRLEARN1-CLAIR-PRIVACY",
      "companyId": "AI212",
      "title": "Clair客户健康数据与训练研究范围",
      "url": "https://www.wearclair.com/privacy/",
      "publishedAt": "2026-10-21",
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "2026-10-21自述健康数据在手机本地，账号/付款等基础服务分开；研究参与需另行同意，和官网既有去识别临床训练集分别记录。",
      "limitation": "仅厂商架构/政策，未独立验证端侧、权限或研究/安全报告；隐私用语不代真实部署。客户健康数据、账号资料和外部训练集不能混同。"
    },
    {
      "id": "SRLEARN1-CLAIR-SR",
      "companyId": "AI212",
      "title": "Clair D2C收入与B2B签约原标签",
      "url": "https://speedrun.a16z.com/companies/clair-health",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开投资方档案分渠道财务口径核对",
      "summary": "档案自报2025、7人，原$800K D2C revenue、$18M B2B contracts signed in <8 weeks。",
      "limitation": "未给币种ISO、业务日/实际期间、D2C是否预订收款/已履约净收入及B2B期限/取消/收款。两数不合并/摊ARR；当前官网预计2027交货不自动证实或否定历史金额。"
    },
    {
      "id": "SRLEARN1-PICPET-HOME",
      "companyId": null,
      "title": "PicPet当前主页和政策入口缺项",
      "url": "https://picpet.app/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "当前主页仅社交宠物/Feed your friendship、O3O Labs与商店链接；Terms/Privacy的Notion直达返回404。",
      "limitation": "不绕过Notion权限/登录；主页和政策缺项不判不存在/不安全或财务造假，未核具体AI任务，保留pending-ai。"
    },
    {
      "id": "SRLEARN1-PICPET-APP",
      "companyId": null,
      "title": "PicPet真实应用及订阅但AI范围未核",
      "url": "https://apps.apple.com/tw/app/picpet/id6742077014?l=en-GB",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "官网链接应用商店当前交付与收费核对",
      "summary": "官网所链商店列O3O Labs Inc、社交照片养宠，PicPet+原US$3.99/月或39.99/年，区域价格可变；照片变宠物等更新描述。",
      "limitation": "订阅标价/真实应用不自动证明AI主营；未核图像生成/理解实现、付费数/退款净费，评论/评分不入个人数据或收入表。"
    },
    {
      "id": "SRLEARN1-PICPET-SR",
      "companyId": null,
      "title": "PicPet活跃与留存声明范围",
      "url": "https://speedrun.a16z.com/companies/picpet",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公开投资方档案采用/留存口径核对",
      "summary": "原档案2025、6人，200K+ DAU及45% D90 bounded retention自报。",
      "limitation": "未给DAU截止日、留存cohort/分母/计算法或付费转化；bounded retention不当所有新增用户恰好第90日留存，不能乘订阅标价估MRR。"
    },
    {
      "id": "SRLEARN1-SNAPP-HOME",
      "companyId": "AI213",
      "title": "Snapp当前体育分析/预测市场产品",
      "url": "https://www.trysnapp.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "当前从体育信息feed扩展为体育分析、fantasy/预测市场研究与个人第三方账户连接；公司称不持有客户资金，页面是sample data。",
      "limitation": "仅商业分类不提供投注/交易建议或连接账户；用户资金/示例市场量/赔付非Snapp收入，#1榜由Snapp维护，非独立验证或回报承诺。"
    },
    {
      "id": "SRLEARN1-SNAPP-PRICE",
      "companyId": "AI213",
      "title": "Snapp免费到分档订阅",
      "url": "https://www.trysnapp.ai/#pricing",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "初始月Free原$0、Basic10、Pro25、Pro+100，按消息/研究等级/模型功能分档；页脚Snapp Stats, Inc.。",
      "limitation": "未验证年付价格/付款，标价不是实收；数据/模型/外部平台成本和不限消息公平使用需合同，不能用排行榜/用户结果估净费。"
    },
    {
      "id": "SRLEARN1-SNAPP-LEGAL",
      "companyId": "AI213",
      "title": "Snapp条款读取限制",
      "url": "https://www.trysnapp.ai/terms",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "公开条款地址跳至app.trysnapp.ai/terms但抓取无正文；营销主页普通HTTP403，浏览缓存正文/价格可读。",
      "limitation": "未登录/授权钱包、安装或交易；不把营销文案代实际服务合同/地区可用性，不据抓取差异判断财务风险。"
    },
    {
      "id": "SRLEARN1-STRAIA-HOME",
      "companyId": "AI214",
      "title": "Straia高校数据BI与托管接入",
      "url": "https://www.straia.io/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "面向高校管理/IR/学务等，SIS/LMS/CRM数据整合和自然语言BI；团队负责摄取/映射/设置及日常维护。",
      "limitation": "机构留存/招生/财务指标是客户数据不是Straia收入；FERPA/加密/权限为自报，未接学生记录或公共try入口，集成与持续服务非零成本。"
    },
    {
      "id": "SRLEARN1-STRAIA-TERMS",
      "companyId": "AI214",
      "title": "Straia教育分析服务及订阅条款",
      "url": "https://www.straia.io/terms",
      "publishedAt": "2026-03-01",
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "2026-03-01主体Straia, Inc.，教育数据集成/分析/报告，订阅可取消至已付期结束。",
      "limitation": "没有公开具体金额/计费分母或实际机构订单，网站订阅条款不证明付费/数据合规，独立注册和客户DPA未核。"
    },
    {
      "id": "SRLEARN1-SUN-HOME",
      "companyId": "AI215",
      "title": "SUN当前生成音频与未来连接",
      "url": "https://sunapp.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "提示或资料生成播客/音频课程/有声内容，可选语言/时长/声音，计划和个人生成入口；邮箱/日历/笔记连接明确coming soon。",
      "limitation": "未生成音频/克隆声音/安装skill或调用API；第三方模型调用及产品名不当自研通用基础模型，学习/听感效果未独立测试。"
    },
    {
      "id": "SRLEARN1-SUN-PLANS",
      "companyId": "AI215",
      "title": "SUN额度页无可核金额",
      "url": "https://sunapp.ai/plans",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "公开plans页称credits转音频且不失效，读取时没有实际价格/套餐金额，页脚Blue Energy People, Inc.。",
      "limitation": "额度、模型/时长费率及实际付费未知，不能把计划页或不失效额度当已实现订阅/ARR；没有购买/获取API Key。"
    },
    {
      "id": "SRLEARN1-SUN-TERMS",
      "companyId": "AI215",
      "title": "SUN购买尚未开启的公开条款",
      "url": "https://sunapp.ai/terms",
      "publishedAt": "2026-08-05",
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "2026-08-05条款Blue Energy People, Inc.，消费credits但称购买尚未开启、按钮禁用、收费前将公布价格/退款；未来额度是预付使用许可。",
      "limitation": "仅条款状态，未测支付；不能因privacy有subscription字段认当前已收费，未来额度现金与生成履约分开，具体当前商业合同未知。"
    },
    {
      "id": "SRLEARN1-SUN-PRIVACY",
      "companyId": "AI215",
      "title": "SUN第三方生成与存储/分享范围",
      "url": "https://sunapp.ai/privacy",
      "publishedAt": "2026-10-18",
      "accessedAt": "2026-11-01",
      "kind": "公司公开产品/收费/合同范围核对",
      "summary": "2026-10-18政策提示/源材料送第三方语言/TTS服务，音频存储用于回听，默认账户内、主动分享后链接持有人可听；不训练自家通用模型。",
      "limitation": "禁通用模型训练不等零外传/零存储，连接个人助手会有另外资料范围，未授权/输入文件或他人声音；实际安全/删除未经独立测试。"
    },
    {
      "id": "SRCLOSE1-SR005R-C08",
      "companyId": null,
      "title": "Atrios 当前交付/官网缺项收尾核对",
      "url": "https://www.atrios.com",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "现官网为Ace工具/优惠推荐、连接个人助手与有偿人际引荐；AI供应商标签和MCP连接本身不证核心AI由Atrios提供，具体AI任务/人工比例、引荐费/分账及当前合同未知，保留主营待核。免费249价值诊断/奖励和客户节省非平台收入。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 普通HTTP响应SHA256 b814c8bec8148c86fb7627ca8c26419fd56a3fe5097189822f29979638e5579d，115916字节。"
    },
    {
      "id": "SRCLOSE1-SR005R-C12",
      "companyId": null,
      "title": "bins 当前交付/官网缺项收尾核对",
      "url": "https://joinbins.com/app",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "普通HTTP403但浏览器可读其App Store：Bins Inc.二手P2P市场、照片创建商品/个性推荐、免费入口。具体AI实现/平台佣金未明，保留主营待核；实物交易总额/评分和免费应用不代净费或零收入。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 普通HTTP: HTTP Error 403: Forbidden；浏览器补读/限制按摘要保留，不据读取失败判停业。"
    },
    {
      "id": "SRCLOSE1-SR005R-C16",
      "companyId": null,
      "title": "Creed 当前交付/官网缺项收尾核对",
      "url": "https://speedrun.a16z.com/companies/creed",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "档案官网字段为空，仅有Creed Labs语音AI工作室/首产品自述；500K+用户、正单位经济无日期/付费/成本底表。缺当前独立产品网址和具体交付/收费，保留待核，不猜同名网址或推MRR。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 仅复核已读投资方档案官网/简介字段，未编造外部产品网址。"
    },
    {
      "id": "SRCLOSE1-SR005R-C19",
      "companyId": "AI216",
      "title": "doublespeed 当前交付/官网缺项收尾核对",
      "url": "https://doublespeed.ai",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "官网当前AI社交内容/托管账号运营及人工微调与档案一致，关联客户运营；具体价格、实收/平台分账及人工/内容/账号维护成本未公开，仅业务分类不搭建自动账号或推广。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 普通HTTP响应SHA256 40e4bb82663ab983257557916ea6f1c9a57a0f307ca04e5b967995ab102f9ab7，202590字节。"
    },
    {
      "id": "SRCLOSE1-SR005R-C30",
      "companyId": null,
      "title": "Lekondo 当前交付/官网缺项收尾核对",
      "url": "https://lekondo.com",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "普通HTTP403，浏览器当前官网可读服装审美/ontology研究及商店/应用入口，AI具体任务和商业交付未明。保留主营待核，不把服装研究/AI投资批次当AI营收或从抓取失败推停业。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 普通HTTP: HTTP Error 403: Forbidden；浏览器补读/限制按摘要保留，不据读取失败判停业。"
    },
    {
      "id": "SRCLOSE1-SR005R-C34",
      "companyId": null,
      "title": "Luvu 当前交付/官网缺项收尾核对",
      "url": "https://withbasis.co/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "withbasis.co HTTP200仅JavaScript解包提示，浏览抓取超时；原Luvu档案标题为Basis/The Human Foundation behind Frontier AI，当前品牌/主体及具体交付未核。未执行包或借同名Basis公司，保留待核。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 普通HTTP响应SHA256 9046ef0911d2d14d56008ab7ae5d2f90bd1ab6d01b13b99b51f360b205d0d21b，874749字节。"
    },
    {
      "id": "SRCLOSE1-SR005R-C40",
      "companyId": null,
      "title": "Ocoder 当前交付/官网缺项收尾核对",
      "url": "https://speedrun.a16z.com/companies/ocoder",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "档案官网字段为空，原述非技术人员在真实代码库构建/共享方案工具；具体当前产品/代码权限/收费与法律主体未核。保留待核，不猜同名Ocoder网址或以vibe coding标签推现有交付。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 仅复核已读投资方档案官网/简介字段，未编造外部产品网址。"
    },
    {
      "id": "SRCLOSE1-SR005R-C41",
      "companyId": null,
      "title": "Oleum 当前交付/官网缺项收尾核对",
      "url": "https://speedrun.a16z.com/companies/oleum",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "档案官网字段为空，原述AI数据交互和未来基础设施愿景；具体当前产品、客户和收费未知。保留待核，不将未来通用层愿景当当前服务或关联同名能源公司。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 仅复核已读投资方档案官网/简介字段，未编造外部产品网址。"
    },
    {
      "id": "SRCLOSE1-SR005R-C43",
      "companyId": null,
      "title": "Prepp 当前交付/官网缺项收尾核对",
      "url": "https://speedrun.a16z.com/companies/prepp",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "档案官网字段为空，教育内容/批改/出勤模块为自述，当前AI方法/实际产品和学校采购未核。保留待核，不收集学生资料或把教育任务自动当AI已交付。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 仅复核已读投资方档案官网/简介字段，未编造外部产品网址。"
    },
    {
      "id": "SRCLOSE1-SR005R-C49",
      "companyId": "AI217",
      "title": "SoulLink 当前交付/官网缺项收尾核对",
      "url": "https://soullink.io",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "官网当前3D AI陪伴/交互记忆及beta入口与原档案对应，关联个人应用；Sept2026上线为厂商标注，实际可用/付费/留存与渲染、模型、记忆/支持成本未知，未下载或互动。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 普通HTTP响应SHA256 d7c6d38f7d7988f4472819672480efd1c6e5aecdf213cf19d64bda06ea1d70b6，32979字节。"
    },
    {
      "id": "SRCLOSE1-SR005R-C50",
      "companyId": null,
      "title": "Sounding 当前交付/官网缺项收尾核对",
      "url": "https://speedrun.a16z.com/companies/sounding",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "官网字段为linkedin.com/in/notavailable占位而非有效产品网址；档案Sounding描述Pelago语音wellness品牌，当前品牌/主体/具体AI产品未对应。保留待核，不借其他同名Pelago及前公司数据。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 仅复核已读投资方档案官网/简介字段，未编造外部产品网址。"
    },
    {
      "id": "SRCLOSE1-SR005R-C55",
      "companyId": "AI218",
      "title": "Variant 当前交付/官网缺项收尾核对",
      "url": "https://www.tryvariant.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "原tryvariant.ai重定向tryvariant.com，当前文本/梗图到可玩小游戏、remix社区beta与AI档案任务对应；同名SR006 Variant-now不合并，收费/实际生成、留存和创作者分账未知。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 普通HTTP响应SHA256 80a335be4a8a00171fc04b7338ac89ec9764f204172bc7db742ed05482c42d75，59112字节。"
    },
    {
      "id": "SRCLOSE1-SR005R-C56",
      "companyId": null,
      "title": "Vega 当前交付/官网缺项收尾核对",
      "url": "https://joinvega.com",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "joinvega.com普通HTTP403且浏览抓取不可访问，原AI关系notes/social-orbits任务自述未获当前交付核对。保留待核，不抓联系人/关系图或关联其他同名Vega，不把社交数据量作收入。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 普通HTTP: HTTP Error 403: Forbidden；浏览器补读/限制按摘要保留，不据读取失败判停业。"
    },
    {
      "id": "SRCLOSE1-SR006R-C11",
      "companyId": "AI219",
      "title": "Cascade 当前交付/官网缺项收尾核对",
      "url": "https://usecascade.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "普通HTTP403但浏览可读当前AEC企业RFP发现、提案/规范分析，区别原建设项目预测愿景。部分功能LIVE、其他SOON分列；120M机会额、客户营业额/示例项目非Cascade收入，关联行业应用。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 普通HTTP: HTTP Error 403: Forbidden；浏览器补读/限制按摘要保留，不据读取失败判停业。"
    },
    {
      "id": "SRCLOSE1-SR006R-C14",
      "companyId": null,
      "title": "Coalition Systems 当前交付/官网缺项收尾核对",
      "url": "https://www.coalition.systems",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "现官网为国防/公共安全生态安全通信、协作和决策支持，未明确自身具体AI任务；创始AI研究背景不当产品AI证据，保留待核。仅商业任务分类，不收录操作/目标识别等实现。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 普通HTTP响应SHA256 3887ba645f6b2fe23e98756b57fb27be4caf96fbe8b45aee189fc50c3c26e9a4，634900字节。"
    },
    {
      "id": "SRCLOSE1-SR006R-C30",
      "companyId": null,
      "title": "Oasiz 当前交付/官网缺项收尾核对",
      "url": "https://www.oasiz.ai/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "oasiz.ai普通HTTP403，浏览指向gobadger.app而无法读取，原游戏社交/AI创作分发和新品牌关系未核。9K小时/300K plays/7M视频观看及创始人旧应用不是平台收入，保留身份/AI交付待核。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 普通HTTP: HTTP Error 403: Forbidden；浏览器补读/限制按摘要保留，不据读取失败判停业。"
    },
    {
      "id": "SRCLOSE1-SR006R-C33",
      "companyId": null,
      "title": "PartyHat 当前交付/官网缺项收尾核对",
      "url": "https://speedrun.a16z.com/companies/partyhat",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "独立档案公司简介和官网字段均为空，仅自报2025两人，不足以判断AI主营/产品/收费。保留待核，不从PartyHat名字/批次猜业务、域名或收入。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 仅复核已读投资方档案官网/简介字段，未编造外部产品网址。"
    },
    {
      "id": "SRCLOSE1-SR006R-C45",
      "companyId": null,
      "title": "Simula 当前交付/官网缺项收尾核对",
      "url": "https://simula.ad",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "当前官网仅广告平台、联系入口及动态轮播计数，AI格式/真实商业交付未明；原5M DAU/100M下载是待接入应用覆盖，约10M net revenue at full rollout为情景/未全部上线，不作已实现净费或ARR，保留待核。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 普通HTTP响应SHA256 c0f392eda874179ac8b2d6adf4790868eae5761be925f6f3e91c79206d42118f，49121字节。"
    },
    {
      "id": "SRCLOSE1-SR006R-C48",
      "companyId": null,
      "title": "snag 当前交付/官网缺项收尾核对",
      "url": "https://snagsublets.com/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "现官网真实租赁/转租房源市场可读，但原社交帖转换/匹配的专用AI当前未获具体佐证，保留待核。原6.5M/30天是requests金额，页面租金/用户节省及房源数量不是平台成交/收入，具体收费未知。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 普通HTTP响应SHA256 b6820f40072ec315ccadd50d402043f6a86288b57d8ff9ec05bae1c469288705，205538字节。"
    },
    {
      "id": "SRCLOSE1-SR006R-C57",
      "companyId": "AI220",
      "title": "Vereda 当前交付/官网缺项收尾核对",
      "url": "https://www.vereda.ia.br/",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已列候选的有限官网/品牌/缺项核对",
      "summary": "官网Vera WhatsApp采购及田间顾问与原投资方采购Agent任务对应；厂家直接开票交货、不库存转售、农户无月费/平台费，供应商/伙伴报酬未知。关联行业应用；实际AI方法/合同未独立核，不把采购GMV/农户节省作收入。",
      "limitation": "本轮有限公开核对，不登录、执行前端包、提交表单或购买；实际注册/合同、净费及效果未核。 普通HTTP响应SHA256 2bbe739276d54360dad91a9db292cd4297e048ba7a4755962062492d4e69ff57，271759字节。"
    },
    {
      "id": "SRCLOSE1-CREED-USERS",
      "companyId": null,
      "title": "CREED-USERS 财务范围排除",
      "url": "https://speedrun.a16z.com/companies/creed",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已读投资方档案财务口径收尾复核",
      "summary": "原Creed档案500K+用户/每周倍增/正单位经济仅采用与成本判断自述，非付费人数/净收入；官网缺失，未核期日、分母、人工和推理/渠道成本，不作ARR。",
      "limitation": "不以预测/用户/请求体量、合作方数据或不明确净额增加财务观测，候选引用保留原档案证据。"
    },
    {
      "id": "SRCLOSE1-SIMULA-ROLLOUT",
      "companyId": null,
      "title": "SIMULA-ROLLOUT 财务范围排除",
      "url": "https://speedrun.a16z.com/companies/simula",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已读投资方档案财务口径收尾复核",
      "summary": "原约10M+ net revenue明确at full rollout，且5M+DAU/100M+下载是待集成应用覆盖。保留情景/接入范围，未给实际上线量/净费、币种和指标日，不纳收入样本。",
      "limitation": "不以预测/用户/请求体量、合作方数据或不明确净额增加财务观测，候选引用保留原档案证据。"
    },
    {
      "id": "SRCLOSE1-SNAG-REQUESTS",
      "companyId": null,
      "title": "SNAG-REQUESTS 财务范围排除",
      "url": "https://speedrun.a16z.com/companies/snag",
      "publishedAt": null,
      "accessedAt": "2026-11-01",
      "kind": "已读投资方档案财务口径收尾复核",
      "summary": "原6.5M requests in last30days，增长40%/月和3K房源为自报；请求价值非已成交租赁/净平台收入。需真实履约/收费/退款、币种/财务日及AI交付，不推ARR。",
      "limitation": "不以预测/用户/请求体量、合作方数据或不明确净额增加财务观测，候选引用保留原档案证据。"
    }
  ],
  "reviews": [
    {
      "id": "R1",
      "type": "实体识别",
      "company": "Emergent",
      "summary": "聚合页出现1998/2015成立年、不同CEO或emergent.solutions域名",
      "evidenceIds": [
        "E112",
        "E113"
      ],
      "handling": "按emergent.sh官方页面及YC资料识别实体；不复制冲突身份字段",
      "scope": "companies",
      "companyIds": [
        "AI053"
      ]
    },
    {
      "id": "R2",
      "type": "收入归属",
      "company": "Rork",
      "summary": "210万美元ARR原帖说的是用户产品，聚合榜单归到Rork",
      "evidenceIds": [
        "E110",
        "E111"
      ],
      "handling": "该金额排除公司收入统计；保留为数据质量问题，不推断公司造假",
      "scope": "companies",
      "companyIds": [
        "AI054"
      ]
    },
    {
      "id": "R3",
      "type": "收入归属",
      "company": "Result",
      "summary": "280万美元ARR属于8名用户业务",
      "evidenceIds": [
        "E119"
      ],
      "handling": "排除Result收入统计",
      "scope": "companies",
      "companyIds": [
        "AI001"
      ]
    },
    {
      "id": "R4",
      "type": "履历污染",
      "company": "Paloma / Clarm / Roark / Raven",
      "summary": "网页包含创始人此前公司的ARR",
      "evidenceIds": [
        "E120",
        "E121",
        "E122",
        "E123"
      ],
      "handling": "保留原文与排除原因，禁止关键词自动抽取后直接合并",
      "scope": "companies",
      "companyIds": [
        "AI007",
        "AI013",
        "AI021",
        "AI034"
      ]
    },
    {
      "id": "R5",
      "type": "收入定义",
      "company": "Emergent",
      "summary": "官方称ARR，Stripe和AWS案例称年化收入",
      "evidenceIds": [
        "E106",
        "E107",
        "E108"
      ],
      "handling": "不认定为已核验经常性ARR，保留两种原文标签",
      "scope": "companies",
      "companyIds": [
        "AI053"
      ]
    },
    {
      "id": "R6",
      "type": "时点缺失",
      "company": "Gojiberry / Eloquent / Nexor / Floot",
      "summary": "大多只给推出后若干个月，缺少统一日历时点",
      "evidenceIds": [
        "E101",
        "E102",
        "E103",
        "E104"
      ],
      "handling": "可作历史经营信号，不能作2025或2026年末同行排名",
      "scope": "companies",
      "companyIds": [
        "AI016",
        "AI015",
        "AI043",
        "AI040"
      ]
    },
    {
      "id": "R7",
      "type": "成立日期",
      "company": "诺因智能",
      "summary": "官网团队成立月与第三方工商设立日不同",
      "evidenceIds": [
        "E114"
      ],
      "handling": "保留2025年共同范围；精确日期待核，不据此指控财务问题",
      "scope": "companies",
      "companyIds": [
        "AI044"
      ]
    },
    {
      "id": "R8",
      "type": "主体边界",
      "company": "深度机智",
      "summary": "相关品牌与工商主体可能有不同设立时间",
      "evidenceIds": [
        "E126"
      ],
      "handling": "限定北京机智赛博主体，不合并关联主体收入",
      "scope": "companies",
      "companyIds": [
        "AI048"
      ]
    },
    {
      "id": "R9",
      "type": "收入与融资",
      "company": "Pacific / Gradium / Wonderful / Ricursive",
      "summary": "LOI、募资与ARR易被关键词采集混淆",
      "evidenceIds": [
        "E115",
        "E116",
        "E117",
        "E118"
      ],
      "handling": "在经营指标中标明种类与归属",
      "scope": "companies",
      "companyIds": [
        "AI009",
        "AI051",
        "AI052",
        "AI050"
      ]
    },
    {
      "id": "R10",
      "type": "抽样偏差",
      "company": "全样本",
      "summary": "YC、融资可见公司和英文资料占比较高",
      "evidenceIds": [],
      "handling": "披露率仅描述本次定向样本，不外推全球；本项依据为本版本公司表整体，继续拓展来源。",
      "scope": "dataset",
      "companyIds": []
    },
    {
      "id": "R11",
      "type": "计费口径",
      "company": "AgentMail",
      "summary": "早期介绍称usage-based，现有官方说明明确为容量订阅加购",
      "evidenceIds": [
        "E129",
        "E130"
      ],
      "handling": "采用当前定价条款，不将容量订阅误记为逐事件收费",
      "scope": "companies",
      "companyIds": [
        "AI035"
      ]
    },
    {
      "id": "R12",
      "type": "声明撤回",
      "company": "Cluely",
      "summary": "收入声明已有明确更正记录。",
      "evidenceIds": [
        "E099",
        "E100"
      ],
      "handling": "原值仅保留追溯，排除收入比较；当前收入未知，不据此推断其他公司。",
      "scope": "companies",
      "companyIds": [
        "AI058"
      ]
    },
    {
      "id": "R13",
      "type": "并购与时间口径",
      "company": "Base44",
      "summary": "2025业绩公告含2026近期ARR；公司2025年已被收购。",
      "evidenceIds": [
        "E091",
        "E092",
        "E093",
        "E094",
        "E095"
      ],
      "handling": "各里程碑按实际披露时间记录；收购后业务与独立初创分开。60%毛利率为预期，不当作实现值。",
      "scope": "companies",
      "companyIds": [
        "AI056"
      ]
    },
    {
      "id": "R14",
      "type": "披露与估算时点不同",
      "company": "Peec AI",
      "summary": "公司5月披露与第三方8月估算并存；2024加速器经历不等于2024公司成立。",
      "evidenceIds": [
        "E088",
        "E089",
        "E090"
      ],
      "handling": "公司值和第三方估算分别保留；未用不同日期计算行业增长或把所有客户当付费客户。",
      "scope": "companies",
      "companyIds": [
        "AI055"
      ]
    },
    {
      "id": "YC-R-26144",
      "type": "成立与批次冲突",
      "company": "MSPilot",
      "summary": "成立年份晚于批次年份，待核实。",
      "evidenceIds": [
        "YC-X-26144"
      ],
      "handling": "本批不新增到成立年份确定的公司表；保留来源供后续核查。",
      "scope": "excluded-candidate",
      "companyIds": []
    },
    {
      "id": "YC-R-30226",
      "type": "成立与批次冲突",
      "company": "Elip AI",
      "summary": "成立年份晚于批次年份，待核实。",
      "evidenceIds": [
        "YC-X-30226"
      ],
      "handling": "本批不新增到成立年份确定的公司表；保留来源供后续核查。",
      "scope": "excluded-candidate",
      "companyIds": []
    },
    {
      "id": "YC-R-30671",
      "type": "成立与批次冲突",
      "company": "Panoptive",
      "summary": "成立年份晚于批次年份，待核实。",
      "evidenceIds": [
        "YC-X-30671"
      ],
      "handling": "本批不新增到成立年份确定的公司表；保留来源供后续核查。",
      "scope": "excluded-candidate",
      "companyIds": []
    },
    {
      "id": "YC-R-30975",
      "type": "成立与批次冲突",
      "company": "MadeThis",
      "summary": "成立年份晚于批次年份，待核实。",
      "evidenceIds": [
        "YC-X-30975"
      ],
      "handling": "本批不新增到成立年份确定的公司表；保留来源供后续核查。",
      "scope": "excluded-candidate",
      "companyIds": []
    },
    {
      "id": "YC-R-30983",
      "type": "成立与批次冲突",
      "company": "Layers",
      "summary": "成立年份晚于批次年份，待核实。",
      "evidenceIds": [
        "YC-X-30983"
      ],
      "handling": "本批不新增到成立年份确定的公司表；保留来源供后续核查。",
      "scope": "excluded-candidate",
      "companyIds": []
    },
    {
      "id": "YC-R-30999",
      "type": "成立与批次冲突",
      "company": "Antigen",
      "summary": "成立年份晚于批次年份，待核实。",
      "evidenceIds": [
        "YC-X-30999"
      ],
      "handling": "本批不新增到成立年份确定的公司表；保留来源供后续核查。",
      "scope": "excluded-candidate",
      "companyIds": []
    },
    {
      "id": "YC-R-COVERAGE",
      "type": "覆盖与规则初分",
      "company": "YC批次候选池",
      "summary": "官方页面全部读取；初筛匹配962条，其中新增928条，其余与原表URL匹配。",
      "evidenceIds": [
        "YC-COVERAGE"
      ],
      "handling": "目录记录与原有个案研究分开筛选。未确认AI业务、年份不符、日期冲突不作为本批新增；收入保持未核验，不记为零。",
      "scope": "dataset",
      "companyIds": []
    },
    {
      "id": "MR-R-METHOD",
      "type": "指标口径与自选样本",
      "company": "支付平台样本",
      "summary": "按平台MRR独立比较，保留支付来源与数据日期；不与公司ARR混算。",
      "evidenceIds": [
        "MR-METHOD"
      ],
      "handling": "默认取读取日前7天内最后同步的USD MRR；按类别及支付来源分组；列出样本量、均值、中位数、样本CV与去除最大值后的敏感性。统计仅描述本次产品样本，不推断行业分布或造假概率。",
      "scope": "dataset",
      "companyIds": []
    },
    {
      "id": "MR-R-STALE",
      "type": "数据已停止同步",
      "company": "Gojiberry / PROSP / Adspirer / TrackAI",
      "summary": "部分连接已过期；前三项最后同步距读取日超过7天，TrackAI最后同步为10月27日。",
      "evidenceIds": [
        "MR-E-superfruits",
        "MR-E-prosp",
        "MR-E-adspirer",
        "MR-E-trackai"
      ],
      "handling": "按最后同步日期筛选，不以网页访问日期刷新收入时间；连接过期标记保留。TrackAI的历史点仍在7天窗口内，不能声称连接当前有效。",
      "scope": "companies",
      "companyIds": [
        "AI016",
        "MR014",
        "MR013",
        "MR006"
      ]
    },
    {
      "id": "MR-R-IDENTITY",
      "type": "同名与主体口径",
      "company": "nutrIA / Calyra",
      "summary": "两个营养应用的App Store ID不同，分别建档。",
      "evidenceIds": [
        "MR-APP-NUTRIA",
        "MR-APP-CALYRA"
      ],
      "handling": "产品/业务作为观测单位；未确认法律主体独立性，因此不把它们称作已去重的独立公司财报样本。",
      "scope": "companies",
      "companyIds": [
        "MR007",
        "MR008"
      ]
    },
    {
      "id": "MR-R-CASH",
      "type": "MRR与收款差异",
      "company": "Speel.co",
      "summary": "同一页面显示MRR 65,381美元、近30日收入1,764美元；两者属于不同指标。",
      "evidenceIds": [
        "MR-E-speel-co",
        "MR-METHOD"
      ],
      "handling": "保留原值供核查账期、年付、退款与平台算法；不擅自纠正、不据差异判假，也不为改变统计结果而排除此点。",
      "scope": "companies",
      "companyIds": [
        "MR003"
      ]
    },
    {
      "id": "RUN-R-BASIS",
      "type": "历史收入与单位经济",
      "company": "Runable",
      "summary": "历史ARR里程碑、融资与用户数不可互相替代；ARR增长仍需核查成本和留存。",
      "evidenceIds": [
        "RUN-ANN",
        "RUN-INV",
        "RUN-MARGIN",
        "RUN-PRICE"
      ],
      "handling": "保留原文ARR并标明日期不确定性，排除同期ARR统计；毛利声明仅作待核查经营线索，不推断造假。",
      "scope": "companies",
      "companyIds": [
        "AI059"
      ]
    },
    {
      "id": "CN-R-NAIVE",
      "type": "近名实体与来源时效",
      "company": "NaiveAI / Naïve",
      "summary": "中国模型团队naive.ai与YC企业Agent公司usenaive.ai分开建档；二手目录未发布描述落后于官方模型研究页。",
      "evidenceIds": [
        "CN-NAIVE-MODEL",
        "CN-NAIVE-REG",
        "E003"
      ],
      "handling": "分别记录AI061和AI003，不合并团队、融资、模型表现或收入；成立年暂据二手资料并标明缺口。",
      "scope": "companies",
      "companyIds": [
        "AI061",
        "AI003"
      ]
    },
    {
      "id": "CN-R-PSI",
      "type": "成立年排除",
      "company": "灵初智能",
      "summary": "官网注明2024年成立，超出2025—2026成立年范围。",
      "evidenceIds": [
        "CN-PSI-YEAR"
      ],
      "handling": "仅保留排除证据和复核记录，不计入公司主样本或ARR比较。",
      "scope": "excluded-candidate",
      "companyIds": []
    },
    {
      "id": "CN-R-MIRO",
      "type": "成立年与同名实体待核",
      "company": "MiroMind",
      "summary": "官方2025研发记录可读，成立日期与工商主体尚未确认。",
      "evidenceIds": [
        "CN-MIRO-2025",
        "CN-MIRO-PRICE"
      ],
      "handling": "year保持null，公开研发年份单列；不自动匹配同名SEO公司或个体户，不参与成立年2025/2026统计。",
      "scope": "companies",
      "companyIds": [
        "AI062"
      ]
    },
    {
      "id": "CN-R-DEEP",
      "type": "成立日期证据不足",
      "company": "深度原理",
      "summary": "官方介绍确认材料AI业务，未确认成立年份。",
      "evidenceIds": [
        "CN-DEEP-PENDING"
      ],
      "handling": "不以备案年份代替成立年，本轮暂不纳入成立年主样本。",
      "scope": "excluded-candidate",
      "companyIds": []
    },
    {
      "id": "DATE-R-EM",
      "type": "收入日期补足",
      "company": "Emergent",
      "summary": "此前只有推出后八个月，官方回顾文章补充里程碑月份为2026年2月。",
      "evidenceIds": [
        "DATE-EM-ARR",
        "E106",
        "E108"
      ],
      "handling": "更新同一观测O050，不重复记作新收入；仍保留原文来源和定义差异，月份精度不补成具体日期。",
      "scope": "companies",
      "companyIds": [
        "AI053"
      ]
    },
    {
      "id": "DATE-R-RECENCY",
      "type": "指标时点与业务边界",
      "company": "Peec AI / Wonderful",
      "summary": "Peec十月更新采用规模但未更新ARR；Wonderful九月扩展平台并披露员工，未提供直接收入核验。",
      "evidenceIds": [
        "DATE-PEEC-OCT",
        "E089",
        "E052",
        "E116",
        "E105"
      ],
      "handling": "收入、人数与采用规模按各自时点保存；Wonderful现主营归C05，不把异时点人数与估算收入相除形成精确人效。",
      "scope": "companies",
      "companyIds": [
        "AI055",
        "AI052"
      ]
    },
    {
      "id": "SR-R-VARIANT",
      "type": "同页数字与归属",
      "company": "Variant",
      "summary": "同页标题60万ARR、正文50万ARR，均缺独立截止日；另列管线和创始人此前公司收入。",
      "evidenceIds": [
        "SR-E-variant-now"
      ],
      "handling": "两种ARR数值均作待核交叉记录，不自动取高值；管线与履历金额排除收入比较。",
      "scope": "companies",
      "companyIds": [
        "AI066"
      ]
    },
    {
      "id": "SR-R-DEFINITION",
      "type": "收入精度与定义",
      "company": "Abliteration.ai / Codos",
      "summary": "前者混用ARR与run rate，后者仅给七位数live ARR且未说明币种。",
      "evidenceIds": [
        "SR-E-abliteration",
        "SR-E-codos"
      ],
      "handling": "保留原词、上下界和币种缺项，不把数量级当作精确值，不用于同期领域均值。",
      "scope": "companies",
      "companyIds": [
        "AI067",
        "AI065"
      ]
    },
    {
      "id": "SR-R-PIPELINE",
      "type": "时点与合同管线",
      "company": "Proper Motion / Cluster / Quinn / Infragrid",
      "summary": "收入时点只有相对周数或月数，客户数和管线不等于经常性收入。",
      "evidenceIds": [
        "SR-E-proper-motion",
        "SR-E-cluster",
        "SR-E-quinn",
        "SR-E-infragrid"
      ],
      "handling": "建立公司与历史经营信号，但不以访问日充当收入时点；同一公司历史阶段不重复计入横截面。",
      "scope": "companies",
      "companyIds": [
        "AI063",
        "AI064",
        "AI068",
        "AI069"
      ]
    },
    {
      "id": "TECH-GRAD-R-SCOPE",
      "type": "技术评测范围",
      "company": "Gradium",
      "summary": "第三方语音偏好结果仅覆盖榜单所选版本、音色和任务，不是企业整体能力或实际客户经营证据。",
      "evidenceIds": [
        "TECH-GRAD-TTS",
        "TECH-GRAD-METHOD"
      ],
      "handling": "记录榜单快照与区间，明确第三方评测、本轮未复测；不将Elo当百分比、Samples当客户数或折算价格当毛利。",
      "scope": "companies",
      "companyIds": [
        "AI051"
      ]
    },
    {
      "id": "BUD-R-STATUS",
      "type": "收购状态与访问限制",
      "company": "Bud",
      "summary": "YC直接标记已收购；官网博客仅搜索索引可读，包含团队加入Figma及停服计划。",
      "evidenceIds": [
        "BUD-YC",
        "BUD-CACHE"
      ],
      "handling": "保留2025成立公司；已收购状态单列，停服执行与金额待进一步核验，缓存ARR不入数值表。",
      "scope": "companies",
      "companyIds": [
        "AI070"
      ]
    },
    {
      "id": "ROCKET-R-COHORT",
      "type": "产品上线与公司成立",
      "company": "Rocket.new / DhiWise",
      "summary": "2025是Rocket产品上线年；投资方记录前身于2021年成立，官方说明两者联系。",
      "evidenceIds": [
        "ROCKET-ORIGIN",
        "ROCKET-LAUNCH",
        "ROCKET-ENTITY",
        "ROCKET-ARR"
      ],
      "handling": "作为2025发布/转型对照，排除2025—2026公司成立组；历史产品ARR不充当前身全部公司收入。",
      "scope": "companies",
      "companyIds": [
        "AI071"
      ]
    },
    {
      "id": "BUD-R-NAME",
      "type": "近名与历史品牌",
      "company": "Bud / Orchids / Orchid",
      "summary": "Bud官方索引联系到历史Orchids团队；YC另有2025年成立的iMessage个人助理Orchid，团队与产品不同。",
      "evidenceIds": [
        "BUD-YC",
        "BUD-CACHE",
        "YC-E-30518"
      ],
      "handling": "Bud与YC30518分开，不借近名合并收入或经营状态；历史品牌与当前域名运营主体关系仍待补全文。",
      "scope": "companies",
      "companyIds": [
        "AI070",
        "YC30518"
      ]
    },
    {
      "id": "DEPTH-CONTRARIO-R",
      "type": "年化收入与分账",
      "company": "Contrario",
      "summary": "公司称年化收入超过600万，另有顾问付款和候选人安置；创始人简介还包含此前企业ARR。",
      "evidenceIds": [
        "YC-E-30215"
      ],
      "handling": "原文年化收入独立保存，不改称ARR；分账不当额外收入，前公司履历不导入。缺少同期合同和总额/净额定义，排除行业ARR比较。",
      "scope": "companies",
      "companyIds": [
        "YC30215"
      ]
    },
    {
      "id": "DEPTH-INCOME-30302-R",
      "type": "收入归属与合同口径",
      "company": "Misprint",
      "summary": "简介的50万ARR属于创始人此前卖卡业务；发布帖明确该业务在Misprint构想之前，不认作平台ARR。",
      "evidenceIds": [
        "YC-E-30302"
      ],
      "handling": "原始数值分项保留，缺少同期同币种同定义证据，不进入平台MRR分布或行业ARR均值。合同承诺、并购年化及履历不作已实现经常性收入。",
      "scope": "companies",
      "companyIds": [
        "YC30302"
      ]
    },
    {
      "id": "DEPTH-INCOME-30724-R",
      "type": "收入归属与合同口径",
      "company": "Risely AI",
      "summary": "披露上线六周达到8千MRR，但无日历截止日和币种代码；创始人过往业绩及教育市场支出不归本公司收入。",
      "evidenceIds": [
        "YC-E-30724"
      ],
      "handling": "原始数值分项保留，缺少同期同币种同定义证据，不进入平台MRR分布或行业ARR均值。合同承诺、并购年化及履历不作已实现经常性收入。",
      "scope": "companies",
      "companyIds": [
        "YC30724"
      ]
    },
    {
      "id": "DEPTH-INCOME-30847-R",
      "type": "收入归属与合同口径",
      "company": "Brickwise",
      "summary": "百万cARR出现在销售管线语境中，签约、上线和回款未确认；前公司ARR与融资均不作本公司收入。",
      "evidenceIds": [
        "YC-E-30847"
      ],
      "handling": "原始数值分项保留，缺少同期同币种同定义证据，不进入平台MRR分布或行业ARR均值。合同承诺、并购年化及履历不作已实现经常性收入。",
      "scope": "companies",
      "companyIds": [
        "YC30847"
      ]
    },
    {
      "id": "DEPTH-INCOME-30997-R",
      "type": "收入归属与合同口径",
      "company": "LunaBill",
      "summary": "合同ARR76.4万与live revenue42.8万分开保存；剩余计划在2026年1月上线的历史措辞不能证明现在已上线。",
      "evidenceIds": [
        "YC-E-30997"
      ],
      "handling": "原始数值分项保留，缺少同期同币种同定义证据，不进入平台MRR分布或行业ARR均值。合同承诺、并购年化及履历不作已实现经常性收入。",
      "scope": "companies",
      "companyIds": [
        "YC30997"
      ]
    },
    {
      "id": "DEPTH-INCOME-31493-R",
      "type": "收入归属与合同口径",
      "company": "Plena Health",
      "summary": "七位数committed/contracted ARR仅保存数量级下界；正文十个月与发布帖八个月不能确定同一业务截止日。",
      "evidenceIds": [
        "YC-E-31493"
      ],
      "handling": "原始数值分项保留，缺少同期同币种同定义证据，不进入平台MRR分布或行业ARR均值。合同承诺、并购年化及履历不作已实现经常性收入。",
      "scope": "companies",
      "companyIds": [
        "YC31493"
      ]
    },
    {
      "id": "DEPTH-INCOME-31548-R",
      "type": "收入归属与合同口径",
      "company": "Hyper",
      "summary": "自述上线十二天从零到1千MRR，币种和日历截止日未列；50多团队并非已确认付费客户数。",
      "evidenceIds": [
        "YC-E-31548"
      ],
      "handling": "原始数值分项保留，缺少同期同币种同定义证据，不进入平台MRR分布或行业ARR均值。合同承诺、并购年化及履历不作已实现经常性收入。",
      "scope": "companies",
      "companyIds": [
        "YC31548"
      ]
    },
    {
      "id": "DEPTH-INCOME-32200-R",
      "type": "收入归属与合同口径",
      "company": "Bizmark",
      "summary": "自述10.8万ARR；日历截止日、币种及合同组成缺失。创始人此前业务6000万收入与市场规模排除。",
      "evidenceIds": [
        "YC-E-32200"
      ],
      "handling": "原始数值分项保留，缺少同期同币种同定义证据，不进入平台MRR分布或行业ARR均值。合同承诺、并购年化及履历不作已实现经常性收入。",
      "scope": "companies",
      "companyIds": [
        "YC32200"
      ]
    },
    {
      "id": "DEPTH-INCOME-33020-R",
      "type": "收入归属与合同口径",
      "company": "Radley",
      "summary": "460万年化收入与正在收购诊所相关，交割和并表时点未核；220万合同不等于当期确认收入或ARR。",
      "evidenceIds": [
        "YC-E-33020"
      ],
      "handling": "原始数值分项保留，缺少同期同币种同定义证据，不进入平台MRR分布或行业ARR均值。合同承诺、并购年化及履历不作已实现经常性收入。",
      "scope": "companies",
      "companyIds": [
        "YC33020"
      ]
    },
    {
      "id": "DEPTH-FLOW-31259-R",
      "type": "收入与业务规模边界",
      "company": "Tsenta",
      "summary": "自述三个月达到约300万Annualized，但未明示该指标定义、币种代码或日历截止日，不补成ARR。9万多求职者不等于付费客户。",
      "evidenceIds": [
        "YC-E-31259"
      ],
      "handling": "保留声明的周期、主体和用途。交易量、推理支出、奖金、未交付合同和定义未明年化数字不纳入ARR比较；软件与人工服务分开核验。",
      "scope": "companies",
      "companyIds": [
        "YC31259"
      ]
    },
    {
      "id": "DEPTH-FLOW-31445-R",
      "type": "收入与业务规模边界",
      "company": "Harbor",
      "summary": "未来十二个月18.7万软件合同收入、发布帖月软件收入1.56万及三年193万CRO合同分别保存；服务总合同额不充当ARR。",
      "evidenceIds": [
        "YC-E-31445"
      ],
      "handling": "保留声明的周期、主体和用途。交易量、推理支出、奖金、未交付合同和定义未明年化数字不纳入ARR比较；软件与人工服务分开核验。",
      "scope": "companies",
      "companyIds": [
        "YC31445"
      ]
    },
    {
      "id": "DEPTH-FLOW-32981-R",
      "type": "收入与业务规模边界",
      "company": "Marengo",
      "summary": "首月7万收入与400万待交付合同分项保存；未明确经常性，不年化首月收入为ARR。团队履历和投资方AUM排除。",
      "evidenceIds": [
        "YC-E-32981"
      ],
      "handling": "保留声明的周期、主体和用途。交易量、推理支出、奖金、未交付合同和定义未明年化数字不纳入ARR比较；软件与人工服务分开核验。",
      "scope": "companies",
      "companyIds": [
        "YC32981"
      ]
    },
    {
      "id": "DEPTH-FLOW-32749-R",
      "type": "收入与业务规模边界",
      "company": "Arbital",
      "summary": "累计13.5亿和月4.35亿为交易量，不是收入；AI角色主要来自目录标签，正文未具体说明。",
      "evidenceIds": [
        "YC-E-32749"
      ],
      "handling": "保留声明的周期、主体和用途。交易量、推理支出、奖金、未交付合同和定义未明年化数字不纳入ARR比较；软件与人工服务分开核验。",
      "scope": "companies",
      "companyIds": [
        "YC32749"
      ]
    },
    {
      "id": "DEPTH-FLOW-32172-R",
      "type": "收入与业务规模边界",
      "company": "Jcode",
      "summary": "每月100万是推理支出吞吐，不是公司MRR；YC星数自述和代码可访问不证明付费收入或性能领先。",
      "evidenceIds": [
        "YC-E-32172"
      ],
      "handling": "保留声明的周期、主体和用途。交易量、推理支出、奖金、未交付合同和定义未明年化数字不纳入ARR比较；软件与人工服务分开核验。",
      "scope": "companies",
      "companyIds": [
        "YC32172"
      ]
    },
    {
      "id": "DEPTH-FLOW-32138-R",
      "type": "收入与业务规模边界",
      "company": "NebuSec",
      "summary": "40万漏洞奖金在团队与VEGA表述中并存，获奖主体、时期和公司归属待核；奖金不作ARR，排名和漏洞能力尚未独立复核。",
      "evidenceIds": [
        "YC-E-32138"
      ],
      "handling": "保留声明的周期、主体和用途。交易量、推理支出、奖金、未交付合同和定义未明年化数字不纳入ARR比较；软件与人工服务分开核验。",
      "scope": "companies",
      "companyIds": [
        "YC32138"
      ]
    },
    {
      "id": "KILO-R-MODEL",
      "type": "收费与收入边界",
      "company": "Kilo Code",
      "summary": "零推理加价与平台席位、额度订阅、充值费及云算力收费并存；没有可用公司收入。",
      "evidenceIds": [
        "KILO-HOME",
        "KILO-ABOUT",
        "KILO-PRICE"
      ],
      "handling": "分别核平台净收入、供应商转付、补贴和成本；不从开发者或token吞吐推ARR。",
      "scope": "companies",
      "companyIds": [
        "AI072"
      ]
    },
    {
      "id": "KILO-R-ENTITY",
      "type": "近名与重复产品",
      "company": "Kilo Code",
      "summary": "Kilo Code与kilo.co健康业务不同；KiloClaw和IDE插件属于同一产品体系。",
      "evidenceIds": [
        "KILO-START",
        "KILO-OTHER",
        "KILO-PH"
      ],
      "handling": "不转移重名公司的财务数字；两个PH发布只映射一个公司个案。",
      "scope": "companies",
      "companyIds": [
        "AI072"
      ]
    },
    {
      "id": "KILO-R-ACQ",
      "type": "并购与规模",
      "company": "Kilo Code",
      "summary": "2025创立，2026-07-15被Anaconda收购；11—50人数范围和15名工程师不等于精确员工数。",
      "evidenceIds": [
        "KILO-ACQ",
        "KILO-SIZE"
      ],
      "handling": "保留成立年和已收购状态，区分母公司、业务和法律并表范围。",
      "scope": "companies",
      "companyIds": [
        "AI072"
      ]
    },
    {
      "id": "TRACE-R-DEMO",
      "type": "演示与财务边界",
      "company": "Trace",
      "summary": "官网示例呈现合同金额、任务计数和实体数；页面未将这些定义为公司实绩。",
      "evidenceIds": [
        "TRACE-HOME",
        "PH25-E-03"
      ],
      "handling": "不录入收入或采用观测；Trace按官网域名trace.so与YC主体关联，不与TraceRoot等近名项混淆。",
      "scope": "companies",
      "companyIds": [
        "YC30687"
      ]
    },
    {
      "id": "PH-R-SOURCE-QUALITY",
      "type": "来源数据质量",
      "company": "全局方法：第三方目录财务表",
      "summary": "Tana第三方目录的可读文本响应中，概览与财务表口径不一，收入、利润及利润率无法按常见定义互相核对。",
      "evidenceIds": [
        "PH-TANA-DR"
      ],
      "handling": "不导入这些收入数值；先查原始凭证、字段、单位、时间和业务口径。来源展示或采集异常与公司财务异常分别记录，不能据此推造假概率。",
      "scope": "dataset"
    },
    {
      "id": "LF-R-COHORT",
      "type": "转型与历史归属",
      "company": "Lightfield",
      "summary": "2025为CRM产品上线；既有Tome业务与Magical Tome主体线索不能重计成新成立公司，精确注册年未核。",
      "evidenceIds": [
        "LF-ENTITY",
        "LF-PIVOT",
        "LF-HISTORY"
      ],
      "handling": "成立年保留未知并标转型对照；不转移Tome历史用户、融资或收入，也不将套餐价格反推实际ARPA。",
      "scope": "companies",
      "companyIds": [
        "AI073"
      ]
    },
    {
      "id": "FUNDRAISLY-R-ATTRIBUTION",
      "type": "履历、客户融资与收入边界",
      "company": "Fundraisly（成立年待核候选）",
      "summary": "官网包含创始人Gett历史ARR、个人融资经历与客户筹资和会议业绩；当前主体为Accumulator Fundraising LLC。",
      "evidenceIds": [
        "PH-FUNDRAISLY-ABOUT",
        "PH-FUNDRAISLY-ENTITY",
        "PH-FUNDRAISLY-PLAN"
      ],
      "handling": "不新增收入观测。公司成立年、合同金额、人工交付与经常性费用继续待核；条款生效日不当成立年。",
      "scope": "excluded-candidate"
    },
    {
      "id": "EA-R-RECHECK",
      "type": "原候选复核与收入边界",
      "company": "EveryApp",
      "summary": "原候选36088标AI不明；官网、YC及源码补足Agent业务与OpenSEO归属后入表。定价包含订阅额度与数据成本加价。",
      "evidenceIds": [
        "EA-YC",
        "EA-HOME",
        "SEO-HOME",
        "SEO-PRICE",
        "SEO-CODE"
      ],
      "handling": "原快照和初筛计数不改；OpenSEO只作同公司产品。Cloudflare费用不是平台收入，28%加价不是公司毛利率，报价和计划不转ARR。",
      "scope": "companies",
      "companyIds": [
        "AI074"
      ]
    },
    {
      "id": "PAZI-R-DATES",
      "type": "日期与主体冲突",
      "company": "Pazi（年份待核候选）",
      "summary": "官方同页的Founded 2026、W24与2023 Pythagora叙述不一致；条款仍由Pythagora Technologies Incorporated运营。",
      "evidenceIds": [
        "PAZI-YC",
        "PAZI-TERMS",
        "PAZI-PRICE"
      ],
      "handling": "保持候选，不强行选新成立年。政策生效日、订阅funding与业务余额不当成立日或已确认收入。",
      "scope": "excluded-candidate"
    },
    {
      "id": "UP-R-OLD",
      "type": "成立范围与履历归属",
      "company": "Upstream（范围外候选）",
      "summary": "YC官方列2023成立；创始人的Asana及Algolia经历包含其他业务ARR，不能归Upstream。",
      "evidenceIds": [
        "UP-YC"
      ],
      "handling": "2026发布不新增公司；不导入履历收入，按2023成立排除本轮新公司样本。",
      "scope": "excluded-candidate"
    },
    {
      "id": "PS-R-BENCHMARK",
      "type": "技术宣传与财务边界",
      "company": "PrismShadow",
      "summary": "公开代码可读；中文检索中出现任务成本和性能宣传，但媒体正文直达未读，官方基准亦未独立复测。",
      "evidenceIds": [
        "PS-CODE",
        "PS-PROFILE",
        "JQ-PRISM"
      ],
      "handling": "不把开源、低任务成本或性能自述当技术排名、公司价格或收入；团队范围不填精确人数。",
      "scope": "companies",
      "companyIds": [
        "AI075"
      ]
    },
    {
      "id": "SG-R-BOUNDARY",
      "type": "投资、设施与收入边界",
      "company": "Stargate",
      "summary": "2025发起公告及2026进度材料涉及投资计划、设施和容量，不是合资公司经常性收入。",
      "evidenceIds": [
        "SG-START",
        "SG-JAN",
        "SG-APR"
      ],
      "handling": "区分计划投资、到账资金、资本开支、已投运负载及合同收入；合作公司与各地区项目不重复合并，也不转移OpenAI模型收入。",
      "scope": "companies",
      "companyIds": [
        "AI076"
      ]
    },
    {
      "id": "JQ-R-UTOPAI",
      "type": "中文正文访问与主体缺项",
      "company": "Utopai（待核候选）",
      "summary": "仅取得检索线索，文章直达未读到正文，成立与主体材料尚未补齐。",
      "evidenceIds": [
        "JQ-UTOPAI"
      ],
      "handling": "保持候选；估值、影视片单和模型排名不作为收入或独立性能验证，后续追溯原始材料。",
      "scope": "excluded-candidate"
    },
    {
      "id": "WABI-R-ATTRIBUTION",
      "type": "免费条款、名录年份与履历归属",
      "company": "Wabi",
      "summary": "公开名录列2025成立；精确注册日未核。官方最新条款称当前服务免费，同时保留未来付费条款；团队与地点标注也有跨来源差异。",
      "evidenceIds": [
        "WABI-DEALROOM",
        "WABI-BUILTIN",
        "WABI-TERMS",
        "WABI-PROFILE",
        "WABI-INVESTOR"
      ],
      "handling": "公司收入保持未知，不填零；未来付款模板不当现有订阅。融资、估值和Replika用户/收入不归Wabi；团队数字不取平均，不将多个名录当独立工商验证。",
      "scope": "companies",
      "companyIds": [
        "AI077"
      ]
    },
    {
      "id": "ELOQ-R-PRICING",
      "type": "结果与用量收费的ARR可比性",
      "company": "Eloquent AI",
      "summary": "官方说明复杂问题按结果收费、简单任务按用量；旧ARR里程碑仍没有明确日历时点及经常性定义。",
      "evidenceIds": [
        "E102",
        "ELOQ-OUTCOME",
        "ELOQ-HOME"
      ],
      "handling": "区分成功验收、失败及重试、最低承诺、实际使用与软件订阅；客户降本不作供应商收入，未补足合同及截止日前不进入同期ARR比较。",
      "scope": "companies",
      "companyIds": [
        "AI015"
      ]
    },
    {
      "id": "PEEC-R-JOBS",
      "type": "招聘里程碑、估算及报价口径",
      "company": "Peec AI",
      "summary": "招聘转载列1500万ARR及100+团队；业务时点与币种代码未明确。品牌套餐有标价和额度，但采用品牌不等付费客户。",
      "evidenceIds": [
        "PEEC-JOBS",
        "PEEC-PRICE",
        "E089",
        "E090"
      ],
      "handling": "招聘和第三方估算分开，不把相近数字当独立验证；5月披露不平移为10月值，报价不反推ARR或ARPA。团队只保留下界，发布日期不当业务截至日。",
      "scope": "companies",
      "companyIds": [
        "AI055"
      ]
    },
    {
      "id": "CTX-BVP-R",
      "type": "背景基准适用性",
      "company": "S06行业背景研究",
      "summary": "主动选取20家高增长AI企业，含组合内外公司；非随机普查；企业增长与毛利基准，按商业化后的第几年比较。",
      "evidenceIds": [
        "CTX-BVP"
      ],
      "handling": "用于提出留存、毛利、资本效率假设及分类线索；高增长选样和投资机构利益关系；不能把头部样本均值当各领域平均或新成立公司总体。不新增公司收入观测，也不从样本差异推财务造假。",
      "scope": "dataset"
    },
    {
      "id": "CTX-MENLO-R",
      "type": "背景基准适用性",
      "company": "S07行业背景研究",
      "summary": "495名美国企业AI采购/开发决策者，企业已主动使用AI；采购调查与自下而上的市场支出估算，非公司逐项ARR。",
      "evidenceIds": [
        "CTX-MENLO"
      ],
      "handling": "用于买家、采购方式和任务方向假设；仅美国企业；排除芯片、推理/模型服务及既有软件内嵌AI功能，不能与包含这些项目的总量直接比较或分摊为单家公司ARR。不新增公司收入观测，也不从样本差异推财务造假。",
      "scope": "dataset"
    },
    {
      "id": "CTX-STRIPE-R",
      "type": "背景基准适用性",
      "company": "S08行业背景研究",
      "summary": "2025年开始使用Stripe的商户分组，另有Atlas注册企业分组；平台交易量、商户增长及达到收入门槛的数量；分母不同。",
      "evidenceIds": [
        "CTX-STRIPE"
      ],
      "handling": "用于支付、全球市场及首次收费速度假设；开始使用平台不等成立年，也非AI公司专属样本；交易量不等Stripe收入，门槛数量翻倍不等ARR均值翻倍；不与TrustMRR公开者样本混算。不新增公司收入观测，也不从样本差异推财务造假。",
      "scope": "dataset"
    },
    {
      "id": "CTX-SAASCAP-R",
      "type": "背景基准适用性",
      "company": "S09行业背景研究",
      "summary": "第15次年度调查，超过1000家私营B2B SaaS公司；2025年度增长率与留存等公开摘要；非ARR金额分布。",
      "evidenceIds": [
        "CTX-SAASCAP"
      ],
      "handling": "用于B2B订阅软件的规模、融资和留存分层假设；样本不是两年新AI公司；增长率中位数不能当ARR中位数；完整抽样与指标细节仍缺，不外推至硬件、项目服务或所有AI模式。不新增公司收入观测，也不从样本差异推财务造假。",
      "scope": "dataset"
    },
    {
      "id": "PH26-17-R-HISTORY",
      "type": "既有业务与新版本边界",
      "company": "DataFast（候选排除）",
      "summary": "官网2024-11-12功能更新证明原产品已存在；按既有业务排除，不将PH发布年、条款日期或域名注册年当成立年。支付分析是客户数据，创作者历史总业绩不作为DataFast收入；新法律主体是否存在未核。",
      "evidenceIds": [
        "PH-DATAFAST-HISTORY",
        "PH-DATAFAST-TERMS"
      ],
      "handling": "不凭发布榜单或版本更新新增两年成立公司；保留产品历史与法律成立精度差异，不新增收入或技术排名观测。",
      "scope": "excluded-candidate"
    },
    {
      "id": "PH25-01-R-HISTORY",
      "type": "既有业务与新版本边界",
      "company": "Screen Studio 3.0（候选排除）",
      "summary": "平台原版2022发布与2025年3.0为同一产品业务，不凭版本更新新增2025公司；按既有业务排除，精确法律成立日及AI主营未核。",
      "evidenceIds": [
        "PH-SCREEN-HISTORY"
      ],
      "handling": "不凭发布榜单或版本更新新增两年成立公司；保留产品历史与法律成立精度差异，不新增收入或技术排名观测。",
      "scope": "excluded-candidate"
    },
    {
      "id": "PH25-11-R-HISTORY",
      "type": "既有业务与新版本边界",
      "company": "Tool Finder（候选排除）",
      "summary": "创作者2023公告证明工具发现业务已存在，现行官网关联同一创始人与Keep Productive；按2025前既有业务排除，不将Est.2012当精确法律成立年，也不把目录收录的AI工具当自身主营。",
      "evidenceIds": [
        "PH-TOOLFINDER-FOUNDER",
        "PH-TOOLFINDER-ABOUT"
      ],
      "handling": "不凭发布榜单或版本更新新增两年成立公司；保留产品历史与法律成立精度差异，不新增收入或技术排名观测。",
      "scope": "excluded-candidate"
    },
    {
      "id": "PH25-15-R-HISTORY",
      "type": "既有业务与新版本边界",
      "company": "Basalt（候选排除）",
      "summary": "Hexa的2024-12-17公告已列同一域名、团队和AI评估部署业务；不因2025 PH发布算新公司。按既有业务排除，批次不当精确法律成立年，99%质量宣传未独立验证。",
      "evidenceIds": [
        "PH-BASALT-2024"
      ],
      "handling": "不凭发布榜单或版本更新新增两年成立公司；保留产品历史与法律成立精度差异，不新增收入或技术排名观测。",
      "scope": "excluded-candidate"
    },
    {
      "id": "YC30686-R-CLASS",
      "type": "主营分类与证据精度",
      "company": "OneStop",
      "summary": "2026-10-30人工复核：按个人附近活动发现、发帖与聊天归C09，AI辅助搜索/排序/写作据官方条款；不按创始人履历归企业AI转型。",
      "evidenceIds": [
        "CLASS-ONESTOP-HOME",
        "CLASS-ONESTOP-MISSION",
        "CLASS-ONESTOP-TERMS"
      ],
      "handling": "AI具体用途由当前条款补证；公司及团队年份仍以YC自述为准。免费不等公司收入为零，活动卡片不当真实采用。 继续保留目录基础资料深度及未知收入；未将官网展示、默认金额、履历或供应商标识新增为收入/独立技术观测。",
      "scope": "companies",
      "companyIds": [
        "YC30686"
      ]
    },
    {
      "id": "YC30707-R-CLASS",
      "type": "主营分类与证据精度",
      "company": "Phases",
      "summary": "2026-10-30人工复核：官网明确frontier robotics labs，按机器人应用领域粗分C10；不据笼统物理世界AI强行认定基础模型、训练平台或硬件产品。",
      "evidenceIds": [
        "CLASS-PHASES-HOME"
      ],
      "handling": "官网可补机器人领域和目标用户，尚不足以确定产品细分、技术水平或采用；创始人既往机器人研究经历不作为公司能力证明。 继续保留目录基础资料深度及未知收入；未将官网展示、默认金额、履历或供应商标识新增为收入/独立技术观测。",
      "scope": "companies",
      "companyIds": [
        "YC30707"
      ]
    },
    {
      "id": "YC30995-R-CLASS",
      "type": "主营分类与证据精度",
      "company": "Velvet",
      "summary": "2026-10-30人工复核：按面向模型团队的数据集与训练合作归C02；对话表现是任务方向，不能仅据模型一词归为自研基础模型或消费者聊天应用。",
      "evidenceIds": [
        "CLASS-VELVET-HOME",
        "CLASS-VELVET-TERMS"
      ],
      "handling": "官网补足训练数据方向；未将交互模型宣传等同自研基础模型发布。页面模板中的收益$0.00不作为公司收入，创作者任务报酬与公司收入分开。 继续保留目录基础资料深度及未知收入；未将官网展示、默认金额、履历或供应商标识新增为收入/独立技术观测。",
      "scope": "companies",
      "companyIds": [
        "YC30995"
      ]
    },
    {
      "id": "PH26-13-R-OPERATOR",
      "type": "运营主体、产品历史与收入归属",
      "company": "SuperX（候选排除）",
      "summary": "条款运营者TMAKER的注册号与第三方登记资料一致，资料列2021年旧主体；按既有运营者排除，不以2026 PH发布算新公司。政府目录403，原始登记及沿革仍待核，其他产品业绩不归SuperX。",
      "evidenceIds": [
        "PH-SUPERX-TERMS",
        "PH-SUPERX-REGISTRY",
        "PH-SUPERX-GOV-ACCESS"
      ],
      "handling": "保留原始资料与访问缺项，按来源层级理解年份精度；不新增公司或收入观测，不把报价、内购、客户结果及其他业务业绩当该产品ARR。",
      "scope": "excluded-candidate"
    },
    {
      "id": "PH26-15-R-OPERATOR",
      "type": "运营主体、产品历史与收入归属",
      "company": "Brew（候选排除）",
      "summary": "公开公司主页列2024成立，按自述年份排除；官方2025产品介绍和Brew Emails, Inc.条款关联brew.new。PH直达本次仍超时，检索可见不当全文；不混其他同名Brew，历史报价不当当前报价或ARR。",
      "evidenceIds": [
        "PH-BREW-PROFILE",
        "PH-BREW-LAUNCH",
        "PH-BREW-TERMS"
      ],
      "handling": "保留原始资料与访问缺项，按来源层级理解年份精度；不新增公司或收入观测，不把报价、内购、客户结果及其他业务业绩当该产品ARR。",
      "scope": "excluded-candidate"
    },
    {
      "id": "PH25-14-R-OPERATOR",
      "type": "运营主体、产品历史与收入归属",
      "company": "Aha（候选排除）",
      "summary": "官网关联公司主页列2024成立，按自述年份排除；页脚Ahalab.ai Inc.，注册未独立核验。八位数ARR、创作者预算和效果宣传不入两年新公司观测；条款正文仍未读。",
      "evidenceIds": [
        "PH-AHA-PROFILE",
        "PH-AHA-HOME",
        "PH-AHA-TERMS-ACCESS"
      ],
      "handling": "保留原始资料与访问缺项，按来源层级理解年份精度；不新增公司或收入观测，不把报价、内购、客户结果及其他业务业绩当该产品ARR。",
      "scope": "excluded-candidate"
    },
    {
      "id": "PH25-18-R-OPERATOR",
      "type": "运营主体、产品历史与收入归属",
      "company": "Musa（候选排除）",
      "summary": "Apple同一应用ID及卖方网址证明该产品2024已有发布，按既有业务排除，精确法律成立日未核；PH的2025发布不当首次上架。官网仅JavaScript外壳，业务由官方商店补核；内购、评价与健康宣传不当收入或独立效果。",
      "evidenceIds": [
        "PH-MUSA-APPLE",
        "PH-MUSA-LOOKUP",
        "PH-MUSA-HOME-ACCESS"
      ],
      "handling": "保留原始资料与访问缺项，按来源层级理解年份精度；不新增公司或收入观测，不把报价、内购、客户结果及其他业务业绩当该产品ARR。",
      "scope": "excluded-candidate"
    },
    {
      "id": "PH25-05-R-LINEAGE",
      "type": "版本、品牌与旧业务范围",
      "company": "Sider 5.0（候选排除）",
      "summary": "Sider原版2023已有发布，当前条款运营者Vidline Inc.；按既有业务排除，不因2025年5.0更新新增公司，精确法律成立日未核。",
      "evidenceIds": [
        "PH-SIDER-HISTORY",
        "PH-SIDER-TERMS"
      ],
      "handling": "按明确来源精度记录，不凭更新或更名新增公司；产品历史与法人成立日期分开，既有访问缺项保留，不新增收入或独立技术观测。",
      "scope": "excluded-candidate"
    },
    {
      "id": "PH25-12-R-LINEAGE",
      "type": "版本、品牌与旧业务范围",
      "company": "Chronicle: Cursor for Slides（候选排除）",
      "summary": "公司公开主页列2021成立并关联同一演示软件域名，按自述年份排除，注册未独立核验；与Chronicle Labs分开，既有2023博客仍未读，不伪称完成该原文核查。",
      "evidenceIds": [
        "PH-CHRONICLE-PROFILE"
      ],
      "handling": "按明确来源精度记录，不凭更新或更名新增公司；产品历史与法人成立日期分开，既有访问缺项保留，不新增收入或独立技术观测。",
      "scope": "excluded-candidate"
    },
    {
      "id": "PH25-19-R-LINEAGE",
      "type": "版本、品牌与旧业务范围",
      "company": "Trickle - Magic Canvas（候选排除）",
      "summary": "Trickle公开公司主页列2018成立，官网仍提供AI应用画布并链接Happycapy；Magic Canvas为既有业务更新，按自述年份排除。Happycapy是否同一法律主体未核，不把Trickle年份、收入和团队自动转移。",
      "evidenceIds": [
        "PH-TRICKLE-PROFILE",
        "PH-TRICKLE-HOME",
        "PH-HAPPYCAPY-HISTORY"
      ],
      "handling": "按明确来源精度记录，不凭更新或更名新增公司；产品历史与法人成立日期分开，既有访问缺项保留，不新增收入或独立技术观测。",
      "scope": "excluded-candidate"
    },
    {
      "id": "PH-HAPPYCAPY-R-ENTITY",
      "type": "产品关联与法律主体缺项",
      "company": "Happycapy（待核候选）",
      "summary": "官网交叉链接与平台团队描述能关联产品家族，条款未补足法律运营者和注册年份。",
      "evidenceIds": [
        "PH-TRICKLE-HOME",
        "PH-TRICKLE-PROFILE",
        "PH-HAPPYCAPY-HISTORY",
        "PH-HAPPYCAPY-TERMS"
      ],
      "handling": "保持年份待核；不把共用发布页、旧公司自述年份、政策生效日或版权年当新品牌法人成立日，不转移旧业务业绩。",
      "scope": "excluded-candidate"
    },
    {
      "id": "PH-TAPFLOW-R-HISTORY",
      "type": "版本发布与新公司边界",
      "company": "Tapflow 2.0（既有业务候选）",
      "summary": "平台同页关联的2024原版与2025版本更新属于既有产品沿革。",
      "evidenceIds": [
        "PH25-E-17",
        "PH-TAPFLOW-HISTORY"
      ],
      "handling": "转为范围外既有业务；不新增公司、团队或收入观测，不把2024产品发布日写成精确法人成立日；同名招聘平台另行识别。",
      "scope": "excluded-candidate"
    },
    {
      "id": "PH-ATOMS-R-ENTITY",
      "type": "成立年自述与产品沿革边界",
      "company": "MGX / Atoms（待核候选）",
      "summary": "公开公司主页的2025自述提供新线索，但不能直接消除更早技术与业务沿革、服务主体之间的歧义。",
      "evidenceIds": [
        "PH-ATOMS-PROFILE",
        "PH-ATOMS-ABOUT",
        "PH-ATOMS-TIMELINE",
        "PH-ATOMS-ENTITY"
      ],
      "handling": "保留年份待核，需补同一法律主体或独立新公司的成立依据；不转移旧产品收入、开源使用量、团队规模或融资为ARR。",
      "scope": "excluded-candidate"
    },
    {
      "id": "GOLD-R-COHORT",
      "type": "成立依据与财务边界",
      "company": "Goldfish",
      "companyIds": [
        "AI078"
      ],
      "summary": "EF名录2026年份、官方创始人与产品域名一致，纳入公司表；公开材料没有Goldfish收入数值。",
      "evidenceIds": [
        "GOLD-EF",
        "GOLD-CREATORS",
        "GOLD-HOME",
        "GOLD-PRIVACY"
      ],
      "handling": "收入、完整团队规模与精确注册日留缺；不将创始人历史业绩、点击数或免费测试推算为当前ARR、客户数或零收入。",
      "scope": "companies"
    },
    {
      "id": "UTOPAI-R-HISTORY",
      "type": "更名与成立年边界",
      "company": "Utopai Studios（既有公司候选）",
      "summary": "官网自述2022创立Cybever、2025更名并拓展影视制作，非2025—2026新公司。",
      "evidenceIds": [
        "JQ-UTOPAI",
        "UTOPAI-HISTORY",
        "UTOPAI-FAQ"
      ],
      "handling": "按既有业务排除；保留中文报道未读全文的访问缺项。品牌、模型、制作平台与区域业务不重复计数，估值、片单及排名不导入收入观测。",
      "scope": "excluded-candidate"
    },
    {
      "id": "TH-R-CONSOLIDATION",
      "type": "控股平台成立与并表收入边界",
      "company": "Thrive Holdings",
      "companyIds": [
        "AI079"
      ],
      "summary": "2025自述成立年与官方发布材料关联，纳入专业服务改造模式；没有可核同口径集团ARR。",
      "evidenceIds": [
        "TH-PROFILE",
        "TH-LAUNCH",
        "TH-ABOUT",
        "TH-ADT"
      ],
      "handling": "精确注册、完整团队、付费合同及并表拆分留缺；收购资金、集团持有公司数、目标公司历史收入、预期交易交割不转为当前有机AI收入或软件ARR。",
      "scope": "companies"
    },
    {
      "id": "BRILA-R-OLD-ENTITY",
      "type": "旧运营主体的新产品边界",
      "company": "Brila（既有主体产品候选）",
      "summary": "Brila与Generated Photos官方政策列同一Generated Media, Inc.注册号7627361，早期材料先于2025。",
      "evidenceIds": [
        "PH-BRILA-ENTITY",
        "PH-BRILA-TERMS",
        "BRILA-ENTITY-HISTORY",
        "BRILA-ENTITY-TERMS"
      ],
      "handling": "归范围外既有主体；保留精确注册日未知，不因产品发布新增公司，不将图像业务收入或团队规模转作Brila建站业务。",
      "scope": "excluded-candidate"
    },
    {
      "id": "TC-R-ARCHIVE-SCOPE",
      "type": "档案入口与读取边界",
      "company": "资料来源整体",
      "summary": "2025普通年度档案与AI第二页可读，说明RSS/API受限不代表所有普通档案页面不可读。",
      "evidenceIds": [
        "TC-ARCHIVE-2025",
        "TC-ARCHIVE-AI2",
        "TC-BF25"
      ],
      "handling": "补2025定向候选台账，继续保留未读分页与未核名单；不把入口可读、竞赛选样或新闻时点写成两年新公司全集。",
      "scope": "dataset"
    },
    {
      "id": "HYPER-R-CLASSIFICATION",
      "type": "主营人工分类复核",
      "company": "Hypercubic",
      "companyIds": [
        "YC30879"
      ],
      "summary": "当前YC材料显示大型机/COBOL开发维护与现代化，归开发者工具。",
      "evidenceIds": [
        "YC-E-30879",
        "TC-BF25-HYPER"
      ],
      "handling": "复用既有公司记录，不重复新增；仍为目录基础记录，商业模式、定价及财务继续留缺，不把演示当独立测试。",
      "scope": "companies"
    },
    {
      "id": "DOBS-R-COHORT",
      "type": "参赛与成立年边界",
      "company": "Dobs AI（既有公司候选）",
      "summary": "2025参赛发现线索由公司主页2024自述年份补证为范围外。",
      "evidenceIds": [
        "TC-BF25",
        "TC-BF25-DOBS"
      ],
      "handling": "不新增公司或收入观测，不将客户盈利分析结果、准确率或合规宣传转为公司收入或独立技术验证。",
      "scope": "excluded-candidate"
    },
    {
      "id": "TC25-R-ROSTER-COVERAGE",
      "type": "单篇名单登记与新公司核验边界",
      "company": "2025企业竞赛名单整体",
      "scope": "dataset",
      "summary": "将原五条定向线索扩展为该篇32项条目的完整登记，分别保留原始链接可读性、域名跳转与年份缺项。",
      "evidenceIds": [
        "TC-BF25",
        "TC25-SEER-PROFILE",
        "TC25-DEXTEGO-PROFILE",
        "TC25-ETIQ-PROFILE",
        "TC25-MAYI-HISTORY"
      ],
      "handling": "单篇名单完整登记不等来源两年全量；新补27项中4项依据原始历史材料排除，其余保留待核，不补零收入或从参赛年推成立年。"
    },
    {
      "id": "TC25-R-OLDER-SECOND",
      "type": "竞赛年份与既有业务复核",
      "company": "2025企业竞赛候选：14项既有业务补核",
      "scope": "excluded-candidate",
      "summary": "据公司主页、YC、官方问答、早期公司稿、商会介绍或投资机构名录，将14项待核条目转为范围外既有业务。",
      "evidenceIds": [
        "TC25-MAISA-YEAR",
        "TC25-ZETIC-YEAR",
        "TC25-UNTHREAD-YEAR",
        "TC25-MAPPA-YEAR",
        "TC25-MENDO-YEAR",
        "TC25-KROSAI-YEAR",
        "TC25-PLURALL-YEAR",
        "TC25-RAYDA-YEAR",
        "TC25-WESHOP-YEAR",
        "TC25-VISUALSYN-HISTORY",
        "TC25-LIBERTIFY-HISTORY",
        "TC25-BLOK-YEAR",
        "TC25-ELROI-YEAR",
        "TC25-BREAKOUT-HISTORY"
      ],
      "handling": "不从参赛、奖项、转型、政策或品牌更名推精确成立日；域名与法律主体分开核对，收入、团队和创始人旧业绩均不转移。余下不确定项目保留待核。"
    },
    {
      "id": "TC25-R-OLDER-THIRD",
      "type": "竞赛年份与原始资料冲突复核",
      "company": "2025企业竞赛候选：6项既有业务及Sponstar年份冲突",
      "scope": "excluded-candidate",
      "summary": "补核GRAVL、CODA、PRVIEW、Elloe、Cashew Research及Nimblemind的早期业务；Sponstar两项原始年份声明相互冲突。",
      "evidenceIds": [
        "TC25-GRAVL-YEAR",
        "TC25-CODA-YEAR",
        "TC25-PRVIEW-YEAR",
        "TC25-ELLOE-HISTORY",
        "TC25-CASHEW-YEAR",
        "TC25-NIMBLE-YEAR",
        "TC25-SPONSTAR-PROFILE",
        "TC25-SPONSTAR-ACCELERATOR"
      ],
      "handling": "6项归范围外既有业务；Sponstar继续待核。公司自述和投资名录非独立注册核验，检索摘录与已读正文分别注明；不新增公司、收入或团队数字。"
    },
    {
      "id": "TC25-R-LINEAGE",
      "type": "早期业务与品牌主体复核",
      "company": "2025企业竞赛候选：4项早期业务补核",
      "scope": "excluded-candidate",
      "summary": "据YC、投资机构2024公告、主办方2023名单及2024访谈、官网政策与2024产品发布记录，补核JustAI、Zinnia、Collabwriting及Atlantix。",
      "evidenceIds": [
        "TC25-JUSTAI-YC",
        "TC25-ZINNIA-HEARST",
        "TC25-COLLAB-INTERVIEW",
        "TC25-COLLAB-2023-EVENT",
        "TC25-ATLANTIX-POLICY",
        "TC25-ATLANTIX-PH2024",
        "TC25-ATLANTIX-ENTITY"
      ],
      "handling": "四项原候选按范围外既有业务排除。成立、发布、政策更新与品牌主体分开；未核法律连续性和不可读正文继续标缺，不新增公司、团队、融资或收入数字。"
    },
    {
      "id": "AI080-R-SCOPE",
      "type": "成立主体、交付与收入边界复核",
      "company": "Nirva",
      "scope": "companies",
      "companyIds": [
        "AI080"
      ],
      "summary": "2025年成立（投资机构名录）；精确注册未核；个人AI硬件与软件服务；硬件一次性销售和持续订阅的实际合同结构待核",
      "evidenceIds": [
        "TC26-NIRVA",
        "NIRVA-LSVP",
        "NIRVA-HOME",
        "NIRVA-PROFILE"
      ],
      "handling": "成立2025来自Lightspeed投资名录；投资2026与成立分开。首饰硬件和持续软件服务须拆分；融资、等待名单及厂商情绪识别宣传不当收入或临床证据。 未取得可用公司收入，不新增收入观测；技术证据等级仅描述本轮读到的材料。"
    },
    {
      "id": "AI081-R-SCOPE",
      "type": "成立主体、交付与收入边界复核",
      "company": "Recursive（Recursive Superintelligence）",
      "scope": "companies",
      "companyIds": [
        "AI081"
      ],
      "summary": "2025—2026成立资料冲突；当前2026为公司主页自述，非精确注册核验；开放权重和推理工具支持的模型研发业务；收费合同和服务收入未知，开放许可不等公司收入为零",
      "evidenceIds": [
        "TC26-RECURSIVE",
        "RECURSIVE-PROFILE",
        "RECURSIVE-FLINT",
        "RECURSIVE-HF",
        "RECURSIVE-CODE",
        "RECURSIVE-GV"
      ],
      "handling": "当前year按公司主页Founded 2026保留；媒体2025声明冲突，两者都在研究年份范围内，但精确沿革未解决。不得与AI050 Ricursive芯片设计公司合并。融资、估值、下载和星数不作收入。 未取得可用公司收入，不新增收入观测；技术证据等级仅描述本轮读到的材料。"
    },
    {
      "id": "AI082-R-SCOPE",
      "type": "成立主体、交付与收入边界复核",
      "company": "Elorian AI",
      "scope": "companies",
      "companyIds": [
        "AI082"
      ],
      "summary": "2025年成立（公司公开主页自述）；精确注册日期未核；模型API、聊天入口与企业批量访问/评估及部署支持；订阅、用量与服务收入拆分待核",
      "evidenceIds": [
        "TC26-ELORIAN",
        "ELORIAN-PROFILE",
        "ELORIAN-MODELS",
        "ELORIAN-SUPPORT"
      ],
      "handling": "成立2025来自公司公开主页，支持页列Elorian AI, Inc.；发布、融资与成立分开。演示、融资、估值与创始人旧模型成绩均不当当前收入或独立性能验证。 未取得可用公司收入，不新增收入观测；技术证据等级仅描述本轮读到的材料。"
    },
    {
      "id": "TC26-P34-R-GAPS",
      "type": "发现页与未核候选边界",
      "company": "Laplace Intelligence与Eka Robotics候选",
      "scope": "excluded-candidate",
      "summary": "首次读取时Laplace官网无正文且目录未列成立年，Eka原始履历未取得；后续Eka补核见EKA-R-HISTORY。",
      "evidenceIds": [
        "TC26-LAPLACE",
        "LAPLACE-HOME-ACCESS",
        "LAPLACE-DR",
        "TC26-EKA",
        "EKA-HOME",
        "EKA-MIT-CV-ACCESS"
      ],
      "handling": "保留原始访问缺项；当前Eka据后续履历转范围外，Laplace仍待核。不把仿真演示、目录标签、融资或背景转成成立字段、技术等级或收入。"
    },
    {
      "id": "MODEL-CAT-R-15",
      "type": "主营分类复核，非技术或财务评审",
      "company": "基础模型初分类：15项目录基础记录",
      "scope": "companies",
      "companyIds": [
        "YC30303",
        "YC30455",
        "YC30469",
        "YC30510",
        "YC30723",
        "YC30895",
        "YC30937",
        "YC31111",
        "YC31209",
        "YC32167",
        "YC32169",
        "YC32190",
        "YC32191",
        "YC33048",
        "YC36347"
      ],
      "summary": "对本轮开始时C01中尚无人工复核标记的15条基础目录记录逐条重读YC业务介绍，8项按数据、云、路由、评估设施、社交产品或治理应用移类，7项保留模型研发。",
      "evidenceIds": [
        "MODEL-CAT-YC30303",
        "MODEL-CAT-YC30455",
        "MODEL-CAT-YC30469",
        "MODEL-CAT-YC30510",
        "MODEL-CAT-YC30723",
        "MODEL-CAT-YC30895",
        "MODEL-CAT-YC30937",
        "MODEL-CAT-YC31111",
        "MODEL-CAT-YC31209",
        "MODEL-CAT-YC32167",
        "MODEL-CAT-YC32169",
        "MODEL-CAT-YC32190",
        "MODEL-CAT-YC32191",
        "MODEL-CAT-YC33048",
        "MODEL-CAT-YC36347"
      ],
      "handling": "保留profileOnly与原目录来源；不修改历史1428条审计账本，不升级技术等级或添加收入。当前分类仍需具体合同、产品与多业务收入边界补核。"
    },
    {
      "id": "EKA-R-HISTORY",
      "type": "创始人原始履历与参赛/发布年份复核",
      "company": "Eka Robotics候选",
      "scope": "excluded-candidate",
      "summary": "原始履历可读后，以2024年5月联合创办记录补核早期业务，候选转范围外既有业务。",
      "evidenceIds": [
        "EKA-HOME",
        "EKA-MIT-CV-ACCESS",
        "EKA-MIT-CV-READ"
      ],
      "handling": "不新增2025—2026公司，不把官方履历任职月份当工商注册日；融资、估值和演示不作收入或独立能力。"
    },
    {
      "id": "AQ-R-FINANCE",
      "type": "收入定义与商业合同边界复核",
      "company": "AfterQuery",
      "scope": "companies",
      "companyIds": [
        "YC30303"
      ],
      "summary": "专家数据/评估与训练环境、后训练及部署服务；按单独协议或订单收费，经常性、总额/净额和劳务成本待核",
      "evidenceIds": [
        "AQ-RUNRATE",
        "AQ-SOLUTIONS",
        "AQ-TERMS",
        "AQ-DATA",
        "AQ-CAREERS"
      ],
      "handling": "历史收入运行率不等经常性ARR；专家采购、项目交付与数据许可可能影响总额/净额、毛利及客户集中度，需合同和账单验证。 该核查不单独证明财务造假，也不是投资或审计结论。"
    },
    {
      "id": "CACTUS-R-FINANCE",
      "type": "收入定义与商业合同边界复核",
      "company": "Cactus Compute",
      "scope": "companies",
      "companyIds": [
        "YC30510"
      ],
      "summary": "小型模型/端侧工具加按月预付的微调平台；额度、模型导出与企业合同经济性待核",
      "evidenceIds": [
        "CACTUS-TERMS",
        "CACTUS-HOME"
      ],
      "handling": "按月合同提供经常性模式线索，但训练任务、GPU容量与数据许可会影响成本和企业采购；未核实际收入，不由定价、下载或月度条款推ARR。 该核查不单独证明财务造假，也不是投资或审计结论。"
    },
    {
      "id": "GCL-R-FINANCE",
      "type": "收入定义与商业合同边界复核",
      "company": "General Context Labs",
      "scope": "companies",
      "companyIds": [
        "YC32190"
      ],
      "summary": "Instaplay个人游戏/应用平台及数据产品合作；数据业务涉及处理成本、伙伴分成和结算，具体收费与收入拆分待核",
      "evidenceIds": [
        "GCL-PARTNER",
        "GCL-YC-BIZ"
      ],
      "handling": "区分产品用户平台与数据合作；按公开伙伴条款检查客户总付款、成本扣除、分成和到账时间，不能把示例当交易或把分成当毛利。 该核查不单独证明财务造假，也不是投资或审计结论。"
    },
    {
      "id": "ALLUS-R-FINANCE",
      "type": "收入定义与商业合同边界复核",
      "company": "Allus AI",
      "scope": "companies",
      "companyIds": [
        "YC30895"
      ],
      "summary": "官方/第三方资料的收入口径尚未补齐",
      "evidenceIds": [
        "ALLUS-ARR-LEAD",
        "ALLUS-TERMS"
      ],
      "handling": "仅有第三方模糊宣传和局部官方条款；不补数值，不用工厂月费反推客户，保持收入未知。 该核查不单独证明财务造假，也不是投资或审计结论。"
    },
    {
      "id": "BS-R-ESTIMATE",
      "type": "数据供应商收入与归属口径核查",
      "company": "Besimple AI",
      "scope": "companies",
      "companyIds": [
        "YC30500"
      ],
      "summary": "语音数据授权、标注与训练环境；许可、项目服务与劳务成本需拆分，实际费率和经常性未知",
      "evidenceIds": [
        "BS-PROFILE",
        "BS-HOME",
        "BS-LATKA"
      ],
      "handling": "估计值保留为历史第三方年收入，时间、币种和方法留缺；不当ARR或十月现状，不转移其他同名公司财务。 该核查不单独证明财务造假。"
    },
    {
      "id": "HUD-R-EARNINGS",
      "type": "数据供应商收入与归属口径核查",
      "company": "HUD",
      "scope": "companies",
      "companyIds": [
        "YC30254"
      ],
      "summary": "RL环境开发/运行平台与数据销售入口；实际平台费、佣金及卖家/平台总净收入需按合同核实",
      "evidenceIds": [
        "HUD-HOME",
        "HUD-PROFILE"
      ],
      "handling": "卖家收益展示、任务与调用量不当平台收入；实际费率、真实交易和平台/卖家总净口径待核，未新增收入观测。 该核查不单独证明财务造假。"
    },
    {
      "id": "SF-R-VALUATION",
      "type": "数据供应商收入与归属口径核查",
      "company": "Sureform",
      "scope": "companies",
      "companyIds": [
        "YC30561"
      ],
      "summary": "连接企业数据供给与AI买方的数据授权业务；平台费、分成、数据成本和经常性需实际合同验证",
      "evidenceIds": [
        "SF-HOME",
        "SF-PROFILE",
        "SF-TERMS"
      ],
      "handling": "数据供给方估价与平台收入分开；不能从潜在价值范围反推收入、毛利或ARR，实际合同待核。 该核查不单独证明财务造假。"
    },
    {
      "id": "AI083-R-SCOPE",
      "type": "中文新公司成立与商业边界核查",
      "company": "清析智研（CleerScience）",
      "scope": "companies",
      "companyIds": [
        "AI083"
      ],
      "summary": "科学AI模型软件与研发解决方案；模型服务、实验及工程交付的合同与成本结构待核",
      "evidenceIds": [
        "KR-CLEER",
        "CLEER-GOV",
        "CLEER-HOME-ACCESS"
      ],
      "handling": "成立2026据北京市经信局调研中的企业介绍，精确注册日未知。官网读取留缺，36氪当前正文未确认检索中的公司名。融资、研发项目和合作不当收入。 未取得可用公司收入，不新增数值观测。"
    },
    {
      "id": "AI084-R-SCOPE",
      "type": "中文新公司成立与商业边界核查",
      "company": "星源智",
      "scope": "companies",
      "companyIds": [
        "AI084"
      ],
      "summary": "机器人具身大脑、端侧算力及方案交付；模型许可、硬件和集成服务需分业务核收入",
      "evidenceIds": [
        "KR-XYZ",
        "XYZ-GOV",
        "XYZ-ABOUT"
      ],
      "handling": "政府园区材料列2025年8月成立，官网自述8月1日；精确注册未独立查询。三年战略订单、融资和客户覆盖宣传不作当前收入或ARR。 未取得可用公司收入，不新增数值观测。"
    },
    {
      "id": "KR-R-CANDIDATE-GAPS",
      "type": "中文媒体年份与主体缺项复核",
      "company": "深朴智能及墨甲机器人候选（后续成立补核）",
      "scope": "excluded-candidate",
      "summary": "深朴据交易当事方登记资料归2024既有公司；墨甲曾缺原始成立资料，本轮据上市公告补为2025-01-07并关联AI085。",
      "evidenceIds": [
        "KR-SIMPLE",
        "SIMPLE-CNINFO",
        "KR-AIMOGA",
        "AIMOGA-HOME",
        "AIMOGA-CNINFO"
      ],
      "handling": "媒体与工商日期分别保存，不将融资、重组、品牌或机器人发布当新成立。发现页可读不代表所有候选完成财务或技术审查。 此记录保留候选核查历史；墨甲当前结论见关联公司核查，候选不再计年份待核。"
    },
    {
      "id": "AIMOGA-R-PERIOD",
      "type": "机器人新公司主体与历史期间收入核查",
      "company": "墨甲机器人（AiMOGA）",
      "scope": "companies",
      "companyIds": [
        "AI085"
      ],
      "summary": "成立年份由交易当事方原始公告补足；保留2025年前三季度人民币营业收入及未经审计限制。",
      "evidenceIds": [
        "AIMOGA-CNINFO",
        "AIMOGA-WRC",
        "AIMOGA-HOME"
      ],
      "handling": "收入披露方为投资人上市公司；不当标的自述或独立审计。母公司更早项目史单列，不继承其营业收入、员工规模与技术成绩；不将期间收入年化或把出货乘售价。"
    },
    {
      "id": "TC56-R-CANDIDATES",
      "type": "AI栏目新增候选成立与收入边界核查",
      "company": "Gudea、Floqer、Honeyjar、Blueprints AI",
      "scope": "excluded-candidate",
      "summary": "前两项按2023/2024原始沿革排除；Honeyjar年份冲突，Blueprints官方直达受限，仍保留待核。",
      "evidenceIds": [
        "TC56-GUDEA",
        "GUDEA-YEAR",
        "TC56-FLOQER",
        "FLOQER-YEAR",
        "TC56-HONEY",
        "HONEY-HOME",
        "HONEY-COMPANY",
        "HONEY-PROFILE",
        "HONEY-PACKAGE",
        "HONEY-PACKAGE-TERMS",
        "TC56-BLUEPRINTS",
        "BLUEPRINTS-PROFILE-ACCESS",
        "BLUEPRINTS-HOME-ACCESS"
      ],
      "handling": "不把栏目、参赛、发布或搬迁年当成立年。Honeyjar人工服务与软件附赠期需拆分、不能由一次性包价推ARR；不可读项不当全文已核，未新增收入观测。"
    },
    {
      "id": "TC-R-PENDING-CONTRACTS",
      "type": "待定候选当前交付与历史业绩隔离",
      "company": "Billow AI Labs及DreamHQ",
      "scope": "excluded-candidate",
      "summary": "Billow当前条款的软件服务与早期会计公司表述分别保留；Dream项目开发价值不等公司收入。",
      "evidenceIds": [
        "BILLOW-HOME",
        "BILLOW-TERMS",
        "TC-BF25-BILLOW",
        "DH-PRESS",
        "DH-HOME",
        "DH-COMPANY"
      ],
      "handling": "两项继续成立待核。客户交易示例、客户企业价值、融资、创始人旧业务和建设项目总价均不新增公司收入观测；Dream发布稿检索/直达差异留缺。"
    },
    {
      "id": "AI086-R-MODEL",
      "type": "企业AI软件与专业服务收入边界核查",
      "company": "企智芯",
      "scope": "companies",
      "companyIds": [
        "AI086"
      ],
      "summary": "企业管理软件及AI功能；收费、部署与实施合同未核，不能先定为已实现订阅ARR",
      "evidenceIds": [
        "QZX-ABOUT",
        "QZX-HOME"
      ],
      "handling": "采用和效率宣传缺少底表；流程演示中的合同、收款、利润与客户经营数据不作企智芯收入。 成立仅据公司官网自述，未独立注册核查；不新增收入观测，不把缺项当零收入。"
    },
    {
      "id": "AI087-R-MODEL",
      "type": "企业AI软件与专业服务收入边界核查",
      "company": "九昇智能（NineRise Intelligence）",
      "scope": "companies",
      "companyIds": [
        "AI087"
      ],
      "summary": "咨询培训、定制实施与30/90天及年度陪跑服务；经常性软件许可、顾问与项目费须分开核",
      "evidenceIds": [
        "NR-ABOUT",
        "NR-SERVICES",
        "NR-TECH",
        "NR-CASES",
        "NR-PARTNER"
      ],
      "handling": "官网注明案例经营数据未经第三方审计；案例成果、包价及年度服务不作已确认ARR，未核收入数值。 成立仅据公司官网自述，未独立注册核查；不新增收入观测，不把缺项当零收入。"
    },
    {
      "id": "KR-R-PHYSICAL-PENDING",
      "type": "中文行业AI候选原始成立缺项",
      "company": "合木智能、昆腾动力、寰宇心生",
      "scope": "excluded-candidate",
      "summary": "三项媒体发现的主营初分类与成立线索已登记，原始主体核验仍缺。",
      "evidenceIds": [
        "KR-HEMU",
        "HEMU-REG-LEAD",
        "KR-QUANTUM",
        "QUANTUM-REG-LEAD",
        "KR-WORLDMIND"
      ],
      "handling": "不把媒体/目录重复发布当多项独立确认；研究院早期积累、创始人履历、融资、客户产出和公司实际收入分别保留，不新增财务观测。"
    },
    {
      "id": "AI088-R-CONTRACT",
      "type": "Speedrun收入与交付合同口径核查",
      "company": "Ontem",
      "scope": "companies",
      "companyIds": [
        "AI088"
      ],
      "summary": "应收软件与实施服务；未来融资服务与客户代收款需另列",
      "evidenceIds": [
        "SR26-ONTEM",
        "SR26-ONTEM-HOME",
        "SR26-ONTEM-TERMS"
      ],
      "handling": "signed ARR尚未核上线履约；销售管线和目标交易量不是公司收入。 成立、团队与业绩均按来源范围保留，不把原始资料可读当独立验证。"
    },
    {
      "id": "AI089-R-CONTRACT",
      "type": "Speedrun收入与交付合同口径核查",
      "company": "Cybernetic Physics",
      "scope": "companies",
      "companyIds": [
        "AI089"
      ],
      "summary": "机器人集成、部署及持续运维；硬件、实施和服务收入分拆待核",
      "evidenceIds": [
        "SR26-CYBERNETIC-PHYSICS",
        "SR26-CYBERNETIC-PHYSICS-HOME"
      ],
      "handling": "投资机构页称live ARR；机器人项目与持续运营合同未取底表，订单台数与官网日志展示不作收入。 成立、团队与业绩均按来源范围保留，不把原始资料可读当独立验证。"
    },
    {
      "id": "AI090-R-CONTRACT",
      "type": "Speedrun收入与交付合同口径核查",
      "company": "Lazyweb",
      "scope": "companies",
      "companyIds": [
        "AI090"
      ],
      "summary": "产品增长软件与代理工作流；订阅、用量及实施费用需按合同核",
      "evidenceIds": [
        "SR26-LAZYWEB",
        "SR26-LAZYWEB-HOME"
      ],
      "handling": "机构页称live ARR；官网示例工作区的月收入与客户增长演算不是Lazyweb自身收入。 成立、团队与业绩均按来源范围保留，不把原始资料可读当独立验证。"
    },
    {
      "id": "AI091-R-CONTRACT",
      "type": "Speedrun收入与交付合同口径核查",
      "company": "Bota",
      "scope": "companies",
      "companyIds": [
        "AI091"
      ],
      "summary": "录音硬件、API/软件及设备支持订阅；签约、出货和上线收入须拆分",
      "evidenceIds": [
        "SR26-BOTA",
        "SR26-BOTA-HOME",
        "SR26-BOTA-TERMS-ACCESS"
      ],
      "handling": "机构页标题$710K cARR、正文超过$700K contracted ARR；不当已实现ARR。官网订阅支持说明不证明合同已履约。 成立、团队与业绩均按来源范围保留，不把原始资料可读当独立验证。"
    },
    {
      "id": "AI092-R-CONTRACT",
      "type": "Speedrun收入与交付合同口径核查",
      "company": "Elu",
      "scope": "companies",
      "companyIds": [
        "AI092"
      ],
      "summary": "产品分析与代码修复软件，支持云/私有化部署；许可和实施合同待核",
      "evidenceIds": [
        "SR26-ELU",
        "SR26-ELU-HOME"
      ],
      "handling": "仅有ARR增长倍数而无绝对金额；销售管线、接入公司数及估计客户价值不是Elu收入。 成立、团队与业绩均按来源范围保留，不把原始资料可读当独立验证。"
    },
    {
      "id": "AI093-R-CONTRACT",
      "type": "Speedrun收入与交付合同口径核查",
      "company": "Athena（athena.lawyer）",
      "scope": "companies",
      "companyIds": [
        "AI093"
      ],
      "summary": "固定法律服务费，AI作为内部交付工具；不是默认出售SaaS订阅",
      "evidenceIds": [
        "SR26-ATHENA",
        "SR26-ATHENA-HOME",
        "SR26-ATHENA-LEGAL"
      ],
      "handling": "承诺法律服务费不是已确认收入或ARR；客户关系包括design partners，不当全部付费客户。Legora旧ARR不继承。 成立、团队与业绩均按来源范围保留，不把原始资料可读当独立验证。"
    },
    {
      "id": "AI094-R-CONTRACT",
      "type": "Speedrun收入与交付合同口径核查",
      "company": "Tenera",
      "scope": "companies",
      "companyIds": [
        "AI094"
      ],
      "summary": "用户模拟与产品研究软件；试点、订阅和服务分拆待核",
      "evidenceIds": [
        "SR26-TENERA",
        "SR26-TENERA-HOME"
      ],
      "handling": "机构页称超过$300K ARR；试点合同、销售管线、创始人旧公司业绩和网页模拟转化不是Tenera收入。 成立、团队与业绩均按来源范围保留，不把原始资料可读当独立验证。"
    },
    {
      "id": "AI095-R-CONTRACT",
      "type": "Speedrun收入与交付合同口径核查",
      "company": "PreMan",
      "scope": "companies",
      "companyIds": [
        "AI095"
      ],
      "summary": "测试/修复平台、SDK与托管服务；许可和用量收费待核",
      "evidenceIds": [
        "SR26-PREMAN",
        "SR26-PREMAN-HOME",
        "SR26-PREMAN-SDK"
      ],
      "handling": "机构页称$170K ARR；创始人Surt AI旧ARR另属其他企业，SDK公开不证明收入或整个产品性能。 成立、团队与业绩均按来源范围保留，不把原始资料可读当独立验证。"
    },
    {
      "id": "NEXOR-R-CURRENCY",
      "type": "历史币种标注纠正",
      "company": "Nexor AI",
      "scope": "companies",
      "companyIds": [
        "AI043"
      ],
      "summary": "将O046的USD与E103的美元表述更正为原文$、币种待核，原值及观测用途保留。",
      "evidenceIds": [
        "E103",
        "NEXOR-CURRENCY-RECHECK"
      ],
      "handling": "不将美国公司、投资机构或$符号自动映射USD；旧历史图中的美元长度条相应不再绘制，不改支付平台MRR比较组。"
    },
    {
      "id": "PHYSICAL-CAT-R-12",
      "type": "主营分类与交付边界复核",
      "company": "机器人初分类中的行业工具、服务及基础设施",
      "scope": "companies",
      "companyIds": [
        "YC30191",
        "YC30353",
        "YC30559",
        "YC31102",
        "YC31158",
        "YC31245",
        "YC31346",
        "YC31417",
        "YC31481",
        "YC31400",
        "YC35850"
      ],
      "summary": "重读12项YC官方页面：10项按行业应用、2项按训练数据或云推理设施移类；本记录覆盖11项，Dayjob沿革及收入单列。",
      "evidenceIds": [
        "PHYSICAL-CAT-YC30191",
        "PHYSICAL-CAT-YC30353",
        "PHYSICAL-CAT-YC30559",
        "PHYSICAL-CAT-YC31102",
        "PHYSICAL-CAT-YC31158",
        "PHYSICAL-CAT-YC31245",
        "PHYSICAL-CAT-YC31346",
        "PHYSICAL-CAT-YC31417",
        "PHYSICAL-CAT-YC31481",
        "PHYSICAL-CAT-YC31400",
        "PHYSICAL-CAT-YC35850"
      ],
      "handling": "保留目录基础深度及原始928条发现来源。Axal当前AI程度待核，历史AI发布不自动代表当前主营；Saudara采购货值单列排除，性能宣传未变成独立评测。"
    },
    {
      "id": "DAYJOB-R-COHORT",
      "type": "公司成立、业务转型与收入里程碑边界",
      "company": "Dayjob",
      "scope": "companies",
      "companyIds": [
        "YC31370"
      ],
      "summary": "YC成立栏2025与同页2022年开始ERP、2025年转型的叙述并存；公司成立年份暂留空，按旧业务/转型对照保留，不作为明确2025—2026新公司。",
      "evidenceIds": [
        "PHYSICAL-CAT-YC31370"
      ],
      "handling": "保留原始发现审计year=2025，不反写历史候选账本；当前公司year=null。两项未标日期ARR仅供交叉核对，旧ERP收入、客户收益不进入ARR同期比较；法律主体和收入合同仍待核。"
    },
    {
      "id": "TC25-POL-R-SCOPE",
      "type": "完整可见名单登记与年份缺项",
      "company": "2025政府及法律参赛名单候选",
      "scope": "excluded-candidate",
      "summary": "正文11项已逐项尝试原始链接，7项范围外/既有业务，4项年份或主体待核；没有新增主公司或收入。",
      "evidenceIds": [
        "TC25-POL-LIST",
        "TC25-POL-APARTI-HOME",
        "TC25-POL-APARTI-TERMS",
        "TC25-POL-APARTI-ANTLER",
        "TC25-POL-APARTI-YEAR-ACCESS",
        "TC25-POL-ASCENDER-HOME",
        "TC25-POL-BOT-HOME",
        "TC25-POL-BOT-TERMS",
        "TC25-POL-BOT-SEC-LEAD",
        "TC25-POL-DEPTH-HOME",
        "TC25-POL-DEPTH-PROFILE",
        "TC25-POL-ILIAS-HOME",
        "TC25-POL-ILIAS-HISTORY",
        "TC25-POL-JUSTI-HOME",
        "TC25-POL-JUSTI-PRESS",
        "TC25-POL-ORCH-HOME",
        "TC25-POL-ORCH-TEAM",
        "TC25-POL-ORCH-YC-DISTINCT",
        "TC25-POL-PONDEROSA-HOME",
        "TC25-POL-PONDEROSA-PROFILE",
        "TC25-POL-PYTHO-HOME",
        "TC25-POL-PYTHO-PROFILE",
        "TC25-POL-PYTHO-YEAR-ACCESS",
        "TC25-POL-SHOTHAWK-HOME",
        "TC25-POL-SHOTHAWK-PROFILE",
        "TC25-POL-TORCH-HOME",
        "TC25-POL-TORCH-PROFILE"
      ],
      "handling": "参赛年、成立年、转型与更名分开；Orchestra同名不同域名不关联，JustiGuide两年声明冲突保留。限制、访问失败和检索线索明记，标价、示例金额、融资与客户价值不进ARR。"
    },
    {
      "id": "TC25-FIN-R-SCOPE",
      "type": "完整可见名单登记与财务边界",
      "company": "2025金融及房地产参赛名单候选",
      "scope": "excluded-candidate",
      "summary": "14项均尝试原始链接：11项范围外/既有业务，ticker、Investwise及Soundspace 3项主体/年份/AI相关性待核；没有新增主公司或收入。",
      "evidenceIds": [
        "TC25-FIN-LIST",
        "TC25-FIN-CLOX-HOME",
        "TC25-FIN-CLOX-YEAR",
        "TC25-FIN-CYPHR-HOME",
        "TC25-FIN-CYPHR-YEAR",
        "TC25-FIN-IDENTIFEE-HOME",
        "TC25-FIN-IDENTIFEE-YEAR",
        "TC25-FIN-KRUNCHER-HOME",
        "TC25-FIN-KRUNCHER-YEAR",
        "TC25-FIN-LOOTLOCK-HOME",
        "TC25-FIN-LOOTLOCK-TERMS",
        "TC25-FIN-MUSE-HOME",
        "TC25-FIN-MUSE-YEAR",
        "TC25-FIN-TICKER-HOME-ACCESS",
        "TC25-FIN-TICKER-PROFILE-ACCESS",
        "TC25-FIN-GENIA-HOME",
        "TC25-FIN-GENIA-YEAR",
        "TC25-FIN-INVESTWISE-HOME-ACCESS",
        "TC25-FIN-SMARTBRICKS-HOME",
        "TC25-FIN-SMARTBRICKS-YEAR",
        "TC25-FIN-SOUNDSPACE-HOME",
        "TC25-FIN-SOUNDSPACE-TERMS",
        "TC25-FIN-SURFAICE-HOME",
        "TC25-FIN-SURFAICE-INVESTOR",
        "TC25-FIN-UNLISTED-HOME",
        "TC25-FIN-UNLISTED-YEAR",
        "TC25-FIN-ZOWN-HOME",
        "TC25-FIN-ZOWN-YEAR"
      ],
      "handling": "当前官网业务优先于旧描述，订阅、结果收费、地产经纪和AI辅助人工服务分开。标价、ACME演示财务、贷款、存款、房产估值、客户收入和返佣不导入公司ARR；访问失败保留缺项。"
    },
    {
      "id": "TC25-BIO-R-SCOPE",
      "type": "生物技术名单、研发与收入边界",
      "company": "2025生物技术参赛候选",
      "scope": "excluded-candidate",
      "summary": "逐项登记9项：8项范围外/既有业务，1项主体对应待核；没有新增主公司或收入。",
      "evidenceIds": [
        "TC25-BIO-LIST",
        "TC25-BIO-CASNX-HOME",
        "TC25-BIO-CASNX-YEAR",
        "TC25-BIO-CHIPIRON-HOME",
        "TC25-BIO-EXACTICS-HOME",
        "TC25-BIO-EXACTICS-YEAR",
        "TC25-BIO-AVARA-ACCESS",
        "TC25-BIO-AVARA-TERMS-ACCESS",
        "TC25-BIO-LUMOS-REGISTRY",
        "TC25-BIO-MIRAQULES-HOME",
        "TC25-BIO-NEPHROGEN-HOME",
        "TC25-BIO-NEPHROGEN-YC",
        "TC25-BIO-PRAXISPRO-HOME",
        "TC25-BIO-PRAXISPRO-YEAR",
        "TC25-BIO-REMED-HOME",
        "TC25-BIO-REMED-HISTORY",
        "TC25-BIO-REMED-YEAR-ACCESS",
        "TC25-BIO-SURGICURE-HOME",
        "TC25-BIO-SURGICURE-SEC"
      ],
      "handling": "生物技术不直接等AI；治疗、医疗硬件、试剂及商业培训软件按交付分开。论文、临床计划、审批目标、专利、融资、赞助及客户ROI不作已实现ARR或独立验证。Nephrogen批次冲突、Avara空白条款与同名登记、REME-D机构访问缺项保留。"
    },
    {
      "id": "SR25-R-HOTBOX",
      "type": "成立、交付与收入归属核查",
      "company": "Hotbox",
      "scope": "companies",
      "companyIds": [
        "AI096"
      ],
      "summary": "同页标题$450K ARR与正文pre-launch $350K ARR并存，时序未知，均仅交叉核对；$4M管线、客户成交和创始人旧公司业绩排除。",
      "evidenceIds": [
        "SR25-HOTBOX",
        "SR25-HOTBOX-HOME"
      ],
      "handling": "成立年、员工数及收入均保留来源属性；原文$不自动当USD，无日历财务截至日不进入同期样本。创始人旧公司业绩、客户收益、试点/签约、管线、标价与已实现经常性收入分开；技术证据仅自述。"
    },
    {
      "id": "SR25-R-ONEGC",
      "type": "成立、交付与收入归属核查",
      "company": "OneGC",
      "scope": "companies",
      "companyIds": [
        "AI097"
      ],
      "summary": "机构页$1.18M以上ARR旁列420K试点，覆盖关系未清；不相加或相减推付费ARR。机构年订阅额度描述与当前官网固定月费并列，律所与平台收入拆分待核。",
      "evidenceIds": [
        "SR25-ONEGC",
        "SR25-ONEGC-HOME"
      ],
      "handling": "成立年、员工数及收入均保留来源属性；原文$不自动当USD，无日历财务截至日不进入同期样本。创始人旧公司业绩、客户收益、试点/签约、管线、标价与已实现经常性收入分开；技术证据仅自述。"
    },
    {
      "id": "SR25-R-OMI-HEALTH",
      "type": "成立、交付与收入归属核查",
      "company": "Omi Health",
      "scope": "companies",
      "companyIds": [
        "AI098"
      ],
      "summary": "机构把2000人等待名单折算约$1M estimated ARR，并非已收费收入；当前官网4000多宠物家庭不证明付费人数。Ritual旧ARR排除。",
      "evidenceIds": [
        "SR25-OMI-HEALTH",
        "SR25-OMI-HEALTH-HOME"
      ],
      "handling": "成立年、员工数及收入均保留来源属性；原文$不自动当USD，无日历财务截至日不进入同期样本。创始人旧公司业绩、客户收益、试点/签约、管线、标价与已实现经常性收入分开；技术证据仅自述。"
    },
    {
      "id": "SR25-R-FIRST-VOYAGE",
      "type": "成立、交付与收入归属核查",
      "company": "First Voyage（Momo）",
      "scope": "companies",
      "companyIds": [
        "AI099"
      ],
      "summary": "机构的任务完成量与次日留存不等付费或收入；$1.5M ARR属于创始人此前Coachify，不归First Voyage。",
      "evidenceIds": [
        "SR25-FIRST-VOYAGE",
        "SR25-FIRST-VOYAGE-HOME"
      ],
      "handling": "成立年、员工数及收入均保留来源属性；原文$不自动当USD，无日历财务截至日不进入同期样本。创始人旧公司业绩、客户收益、试点/签约、管线、标价与已实现经常性收入分开；技术证据仅自述。"
    },
    {
      "id": "SR25-R-DRS",
      "type": "成立、交付与收入归属核查",
      "company": "DRS",
      "scope": "companies",
      "companyIds": [
        "AI100"
      ],
      "summary": "机构自述三款应用合计$1.3M ARR，第二款$400K是产品里程碑，不能再次相加；创始人旧公司ARR、收购金额与人数排除。",
      "evidenceIds": [
        "SR25-DRS",
        "SR25-DRS-HOME"
      ],
      "handling": "成立年、员工数及收入均保留来源属性；原文$不自动当USD，无日历财务截至日不进入同期样本。创始人旧公司业绩、客户收益、试点/签约、管线、标价与已实现经常性收入分开；技术证据仅自述。"
    },
    {
      "id": "SR25-R-HAMMOCK",
      "type": "成立、交付与收入归属核查",
      "company": "Hammock",
      "scope": "companies",
      "companyIds": [
        "AI101"
      ],
      "summary": "机构旧描述侧重公司健康保险，当前官网侧重HSA/FSA与福利账户管理；$50M ARR属Berry Street、$1B属WeightWatchers履历，均不归Hammock。",
      "evidenceIds": [
        "SR25-HAMMOCK",
        "SR25-HAMMOCK-HOME"
      ],
      "handling": "成立年、员工数及收入均保留来源属性；原文$不自动当USD，无日历财务截至日不进入同期样本。创始人旧公司业绩、客户收益、试点/签约、管线、标价与已实现经常性收入分开；技术证据仅自述。"
    },
    {
      "id": "SR25-R-CEDAR",
      "type": "成立、交付与收入归属核查",
      "company": "Cedar（招聘网络）",
      "scope": "companies",
      "companyIds": [
        "AI102"
      ],
      "summary": "机构标题$2.5M contracted revenue与正文closed $3M并存，无期间、确认或经常性定义；均不作实际ARR。Hootsuite旧ARR及客户招聘成本排除。",
      "evidenceIds": [
        "SR25-CEDAR",
        "SR25-CEDAR-HOME"
      ],
      "handling": "成立年、员工数及收入均保留来源属性；原文$不自动当USD，无日历财务截至日不进入同期样本。创始人旧公司业绩、客户收益、试点/签约、管线、标价与已实现经常性收入分开；技术证据仅自述。"
    },
    {
      "id": "SR25-R-LOOPS-AI",
      "type": "成立、交付与收入归属核查",
      "company": "Loops AI（loopsai.com）",
      "scope": "companies",
      "companyIds": [
        "AI103"
      ],
      "summary": "CEO履历中的当前Loops $500K以上ARR仅自述；客户部署$10M以上销售不等Loops收入，70多客户和试点也不等全部付费。",
      "evidenceIds": [
        "SR25-LOOPS-AI",
        "SR25-LOOPS-AI-HOME"
      ],
      "handling": "成立年、员工数及收入均保留来源属性；原文$不自动当USD，无日历财务截至日不进入同期样本。创始人旧公司业绩、客户收益、试点/签约、管线、标价与已实现经常性收入分开；技术证据仅自述。"
    },
    {
      "id": "SR25-R-BOUNDARY",
      "type": "机构选样与目录覆盖边界",
      "company": "Speedrun 2025定向公司",
      "scope": "dataset",
      "summary": "新增8项机构Founded 2025公司；详情页可读不证明动态目录全部覆盖。",
      "evidenceIds": [
        "SR25-DIRECTORY-ACCESS"
      ],
      "handling": "保留目录外壳及浏览器超时缺项，8项来自公开详情页定向核查；收入声明不作独立验证，未补币种和日历时点前均不进入同期分布。"
    },
    {
      "id": "AGENT-CAT-R-26",
      "type": "Agent设施与实际交付分类复核",
      "company": "原Agent设施规则初分中的26家公司",
      "scope": "companies",
      "companyIds": [
        "YC30451",
        "YC30515",
        "YC30549",
        "YC30606",
        "YC30625",
        "YC30626",
        "YC30646",
        "YC30710",
        "YC30740",
        "YC30756",
        "YC30782",
        "YC30859",
        "YC30960",
        "YC30986",
        "YC31200",
        "YC31206",
        "YC31217",
        "YC31231",
        "YC31253",
        "YC31262",
        "YC31518",
        "YC31557",
        "YC35521",
        "YC36016",
        "YC36777"
      ],
      "summary": "26项均重读YC当前主营及相关发布：20项保留C03，6项移为模型、呼叫运营、行业金融或企业流程应用；Multiplier成立/品牌和收入单列，本记录关联其余25项。",
      "evidenceIds": [
        "AGENT-CAT-YC30451",
        "AGENT-CAT-YC30515",
        "AGENT-CAT-YC30549",
        "AGENT-CAT-YC30606",
        "AGENT-CAT-YC30625",
        "AGENT-CAT-YC30626",
        "AGENT-CAT-YC30646",
        "AGENT-CAT-YC30710",
        "AGENT-CAT-YC30740",
        "AGENT-CAT-YC30756",
        "AGENT-CAT-YC30782",
        "AGENT-CAT-YC30859",
        "AGENT-CAT-YC30960",
        "AGENT-CAT-YC30986",
        "AGENT-CAT-YC31200",
        "AGENT-CAT-YC31206",
        "AGENT-CAT-YC31217",
        "AGENT-CAT-YC31231",
        "AGENT-CAT-YC31253",
        "AGENT-CAT-YC31262",
        "AGENT-CAT-YC31518",
        "AGENT-CAT-YC31557",
        "AGENT-CAT-YC35521",
        "AGENT-CAT-YC36016",
        "AGENT-CAT-YC36777",
        "AGENT-HOME-YC31518",
        "AGENT-HOME-YC31262",
        "AGENT-HOME-YC31206",
        "AGENT-HOME-YC30782"
      ],
      "handling": "法律主体、实际交付和技术性能未独立核；Tecto/Acrely的Inactive与Metis的Acquired注明来源，不推断注销或持续经营。旧发布、标价、客户项目及创始人历史业绩不作公司收入。"
    },
    {
      "id": "MULTIPLIER-R-COHORT",
      "type": "金融专业交付、品牌沿革与收入口径",
      "company": "Multiplier",
      "scope": "companies",
      "companyIds": [
        "YC31343"
      ],
      "summary": "从目录深化为金融研究软件加定制部署的个案，YC旧WithAI发布与当前Multiplier官网对应；保留原始2026成立快照，精确主体未核。",
      "evidenceIds": [
        "AGENT-CAT-YC31343",
        "AGENT-HOME-YC31343"
      ],
      "handling": "100K以上ARR仅自述，未给日历截至日或币种，不纳入同期收入；六基金使用、250M—5B客户资产范围和客户效率不是公司ARR。保留原始目录来源，不新增第二家公司。"
    },
    {
      "id": "MR2-R-MR017",
      "type": "平台样本、经营模式与财务边界",
      "company": "LLM Gateway",
      "scope": "companies",
      "companyIds": [
        "MR017"
      ],
      "summary": "成立年份为平台经营者资料；MRR为9月历史快照且连接过期，充值、使用、供应商成本和订阅须拆分，不能当当前纯SaaS净收入。 官网条款自述Polar Lights LLC，精确注册和支付账户合并范围未核。",
      "evidenceIds": [
        "MR2-LLM-WEB",
        "MR2-LLM-MD",
        "MR2-LLM-HOME",
        "MR2-LLM-TERMS",
        "MR2-LLM-PRICE",
        "MR2-USD",
        "MR2-METHOD"
      ],
      "handling": "平台显示数字仅代表所连账户与时间快照；同名实体、法律起步、完整收入、利润及重复账户仍需核验。支付平台公式可不同，快照差异不单独证明造假；MRR年化仅参考。"
    },
    {
      "id": "MR2-R-MR018",
      "type": "平台样本、经营模式与财务边界",
      "company": "Gomotion AI（TrustMRR iker）",
      "scope": "companies",
      "companyIds": [
        "MR018"
      ],
      "summary": "平台2026年7月起步字段，非工商确认；网页与Markdown缓存有不同同步时点，较早数值另列。 本轮仅平台产品记录，无独立官网/注册主体证明；不与同名其他公司合并。",
      "evidenceIds": [
        "MR2-GOMO-WEB",
        "MR2-GOMO-MD",
        "MR2-USD",
        "MR2-METHOD"
      ],
      "handling": "平台显示数字仅代表所连账户与时间快照；同名实体、法律起步、完整收入、利润及重复账户仍需核验。支付平台公式可不同，快照差异不单独证明造假；MRR年化仅参考。"
    },
    {
      "id": "MR2-R-MR019",
      "type": "平台样本、经营模式与财务边界",
      "company": "Promptwise（promptwise.com）",
      "scope": "companies",
      "companyIds": [
        "MR019"
      ],
      "summary": "平台团队为11—25范围，精确人数留空；收入快照与期间表金额不同，保留差异，不混入MRR或据此推断虚报。 官网和条款自述ZeroTen Media Inc；2025年12月为平台产品起步字段，主体注册与财务合并范围未核。",
      "evidenceIds": [
        "MR2-PROMPT-WEB",
        "MR2-PROMPT-MD",
        "MR2-PROMPT-HOME",
        "MR2-PROMPT-TERMS",
        "MR2-USD",
        "MR2-METHOD"
      ],
      "handling": "平台显示数字仅代表所连账户与时间快照；同名实体、法律起步、完整收入、利润及重复账户仍需核验。支付平台公式可不同，快照差异不单独证明造假；MRR年化仅参考。"
    },
    {
      "id": "MR2-R-METHOD",
      "type": "平台字段、缓存和可比样本边界",
      "company": "TrustMRR公开平台样本",
      "scope": "dataset",
      "summary": "文档补足USD字段及公开缓存/访问边界；本轮只定向3项，不是全平台或全部2025—2026公司。",
      "evidenceIds": [
        "MR2-USD",
        "MR2-METHOD",
        "MR2-ACCESS"
      ],
      "handling": "不注册账户、不读取认证历史。原始$资料与平台归一USD指标分开；7日与90日窗口按同步日期，近期过期快照可按日期保留但明确失效，不当当前连接或审计。"
    },
    {
      "id": "FOLLOWUP-R-APARTI",
      "type": "候选成立补证与主表关联",
      "company": "Aparti",
      "scope": "companies",
      "companyIds": [
        "AI104"
      ],
      "summary": "公司自述主页可读2025成立，原候选关联主表；精确登记仍缺。",
      "evidenceIds": [
        "FOLLOWUP-APARTI-YEAR",
        "FOLLOWUP-APARTI-HOME",
        "FOLLOWUP-APARTI-TERMS",
        "FOLLOWUP-APARTI-DEALROOM",
        "TC25-POL-APARTI-ANTLER"
      ],
      "handling": "公司自述、上线时间和法律注册分开。Amie不重复新增公司，客户收费回收、律师收入与融资估值不导入公司ARR；原始访问缺项记录不删除。"
    },
    {
      "id": "FOLLOWUP-R-PAZI",
      "type": "既有业务延续与品牌迭代",
      "company": "Pazi / Pythagora",
      "scope": "excluded-candidate",
      "summary": "投资方2024记录、旧域名跳转与现运营条款补足既有业务链；从年份待核移为范围外，不新增公司。",
      "evidenceIds": [
        "FOLLOWUP-PAZI-INVESTOR",
        "FOLLOWUP-PAZI-REDIRECT",
        "FOLLOWUP-PAZI-OPERATOR",
        "PAZI-YC"
      ],
      "handling": "保留YC字段冲突，未改成精确2023/2024注册日。服务余额、广告支出、提现流水和公司收入分开，不移用旧品牌财务。"
    },
    {
      "id": "FOLLOWUP-R-CAPY",
      "type": "已核销售法人但创业沿革待核",
      "company": "Happycapy / Trickle",
      "scope": "excluded-candidate",
      "summary": "已补iOS销售方与ACRA注册日，候选仍保留网页主体及旧业务沿革缺项。",
      "evidenceIds": [
        "FOLLOWUP-CAPY-SELLER",
        "FOLLOWUP-CAPY-ACRA",
        "PH-TRICKLE-HOME",
        "PH-TRICKLE-PROFILE",
        "PH-HAPPYCAPY-TERMS"
      ],
      "handling": "登记日、品牌发布、团队历史及网页签约主体分别记录；不据新的销售法人把旧创业或旧ARR当2025新公司，不从商店标价推收入。"
    },
    {
      "id": "FOLLOWUP-R-PYTHO",
      "type": "旧业务起步与首次亮相分开",
      "company": "Pytho AI",
      "scope": "excluded-candidate",
      "summary": "补官网新闻与原始采访对应，确认范围外既有业务。",
      "evidenceIds": [
        "FOLLOWUP-PYTHO-PRESS-LINK",
        "FOLLOWUP-PYTHO-ORIGINAL-YEAR"
      ],
      "handling": "起步叙述非注册确认；未新增主公司、收入或技术性能记录，媒体及采购平台金额不当实际ARR。"
    },
    {
      "id": "C02-BOUNDARY-R-13",
      "type": "算力与模型设施分类边界复核",
      "company": "原C02规则初分中的13家公司",
      "scope": "companies",
      "companyIds": [
        "YC30474",
        "YC30491",
        "YC30613",
        "YC30649",
        "YC30717",
        "YC30744",
        "YC31362",
        "YC32154",
        "YC33278",
        "YC33573",
        "YC34959",
        "YC35392",
        "YC36048"
      ],
      "summary": "定向重读13项YC资料及2项官网：RunRL和Lilac保留C02；Blank Bio移行业基础模型C01，Dydema移个人交互应用C09，其余9项移专业应用C07（含产品信息仍不足的Iron Grid暂分类）。原52项规则初分尚余39项，不代表本类别全量已复核。",
      "evidenceIds": [
        "C02-BOUNDARY-YC30474",
        "C02-BOUNDARY-YC30491",
        "C02-BOUNDARY-YC30613",
        "C02-BOUNDARY-YC30649",
        "C02-BOUNDARY-YC30717",
        "C02-BOUNDARY-YC30744",
        "C02-BOUNDARY-YC31362",
        "C02-BOUNDARY-YC32154",
        "C02-BOUNDARY-YC33278",
        "C02-BOUNDARY-YC33573",
        "C02-BOUNDARY-YC34959",
        "C02-BOUNDARY-YC35392",
        "C02-BOUNDARY-YC36048",
        "C02-HOME-YC30717",
        "C02-HOME-YC30613"
      ],
      "handling": "以实际交付而非客户产业、实现方式或单个关键词判断；GPU合约/运维、EDA软件、实体设备、保险及金融BPO分别标注商业模式。无新收入金额或技术等级，原成立/团队快照及财务观测保留，后续核法律主体、合同和经营状态。"
    },
    {
      "id": "C02-FULL-R-39",
      "type": "剩余模型设施规则初分类逐项复核",
      "company": "原C02剩余39项规则初分",
      "scope": "companies",
      "companyIds": [
        "YC30501",
        "YC30503",
        "YC30605",
        "YC30608",
        "YC30645",
        "YC30647",
        "YC30770",
        "YC30876",
        "YC30883",
        "YC31088",
        "YC31128",
        "YC31137",
        "YC31145",
        "YC31164",
        "YC31171",
        "YC31191",
        "YC31219",
        "YC31223",
        "YC31250",
        "YC31276",
        "YC31359",
        "YC31396",
        "YC32130",
        "YC32133",
        "YC32134",
        "YC32259",
        "YC32517",
        "YC32988",
        "YC33051",
        "YC33054",
        "YC33250",
        "YC34794",
        "YC35191",
        "YC35263",
        "YC35265",
        "YC36908",
        "YC36974",
        "YC37566"
      ],
      "summary": "本轮39项公开YC主营及所附相关发布均读取，补4项现官网。26项保留C02，13项移至企业工作、个人终端、Agent设施或能源工程；CoArena财务单列关联核查。至此此前52项C02规则初分均有人工复核，不代表这些公司的主体、技术、合同、财务已完整核验，也不代表全部来源覆盖。",
      "evidenceIds": [
        "C02-FULL-YC30501",
        "C02-FULL-YC30503",
        "C02-FULL-YC30605",
        "C02-FULL-YC30608",
        "C02-FULL-YC30645",
        "C02-FULL-YC30647",
        "C02-FULL-YC30770",
        "C02-FULL-YC30876",
        "C02-FULL-YC30883",
        "C02-FULL-YC31088",
        "C02-FULL-YC31128",
        "C02-FULL-YC31137",
        "C02-FULL-YC31145",
        "C02-FULL-YC31164",
        "C02-FULL-YC31171",
        "C02-FULL-YC31191",
        "C02-FULL-YC31219",
        "C02-FULL-YC31223",
        "C02-FULL-YC31250",
        "C02-FULL-YC31276",
        "C02-FULL-YC31359",
        "C02-FULL-YC31396",
        "C02-FULL-YC32130",
        "C02-FULL-YC32133",
        "C02-FULL-YC32134",
        "C02-FULL-YC32259",
        "C02-FULL-YC32517",
        "C02-FULL-YC32988",
        "C02-FULL-YC33051",
        "C02-FULL-YC33054",
        "C02-FULL-YC33250",
        "C02-FULL-YC34794",
        "C02-FULL-YC35191",
        "C02-FULL-YC35263",
        "C02-FULL-YC35265",
        "C02-FULL-YC36908",
        "C02-FULL-YC36974",
        "C02-FULL-YC37566",
        "C02-CURRENT-HOME-YC30503",
        "C02-CURRENT-HOME-YC35263",
        "C02-CURRENT-HOME-YC33250",
        "C02-CURRENT-HOME-YC31359"
      ],
      "handling": "当前主营优先，旧发布保留沿革；RL环境/训练数据、推理芯片与云、优化服务、湿实验数据、工作台、终端硬件和能源系统分别标明交付。Datoric近七位数仅定性记录，不填精确数字或年化；River演示财务及前雇主收入排除。"
    },
    {
      "id": "COARENA-R-REVENUE",
      "type": "竞技场累计收入与免费/付费边界复核",
      "company": "CoArena",
      "scope": "companies",
      "companyIds": [
        "YC33738"
      ],
      "summary": "CoArena从目录深化为Agent评测个案，保留原始目录来源。发布中60000收入为约两周累计自述，币种、确认及Coasty/数据服务边界留缺。",
      "evidenceIds": [
        "C02-FULL-YC33738",
        "COARENA-REVENUE-LAUNCH"
      ],
      "handling": "不把累计收入当MRR、乘12或52/2推ARR；免费竞技场和收入并存不单独证明异常。成绩仅公司自述，没有第三方验证升级。"
    },
    {
      "id": "C04-CAT-R-40",
      "type": "软件开发规则初分类与交付模式复核",
      "company": "原C04规则初分中的40家公司",
      "scope": "companies",
      "companyIds": [
        "YC30354",
        "YC30404",
        "YC30411",
        "YC30477",
        "YC30506",
        "YC30523",
        "YC30532",
        "YC30548",
        "YC30562",
        "YC30630",
        "YC30634",
        "YC30675",
        "YC30688",
        "YC30720",
        "YC30875",
        "YC30929",
        "YC30942",
        "YC30954",
        "YC31046",
        "YC31082",
        "YC31118",
        "YC31174",
        "YC31210",
        "YC31222",
        "YC31275",
        "YC31292",
        "YC31332",
        "YC31380",
        "YC31395",
        "YC31458",
        "YC31463",
        "YC31495",
        "YC31570",
        "YC32193",
        "YC32619",
        "YC33177",
        "YC33838",
        "YC35289",
        "YC35292",
        "YC38391"
      ],
      "summary": "40项YC当前主营及相关发布节选已读，另补8项现官网；31项保留软件开发，9项按实际产出移为训练数据、模型优化、Agent设施、专业工程/医疗或增长运营。只完成这一组规则初分类复核，不代表全部公司技术、法律主体、交付和财务已核验。",
      "evidenceIds": [
        "C04-CAT-YC30354",
        "C04-CAT-YC30404",
        "C04-CAT-YC30411",
        "C04-CAT-YC30477",
        "C04-CAT-YC30506",
        "C04-CAT-YC30523",
        "C04-CAT-YC30532",
        "C04-CAT-YC30548",
        "C04-CAT-YC30562",
        "C04-CAT-YC30630",
        "C04-CAT-YC30634",
        "C04-CAT-YC30675",
        "C04-CAT-YC30688",
        "C04-CAT-YC30720",
        "C04-CAT-YC30875",
        "C04-CAT-YC30929",
        "C04-CAT-YC30942",
        "C04-CAT-YC30954",
        "C04-CAT-YC31046",
        "C04-CAT-YC31082",
        "C04-CAT-YC31118",
        "C04-CAT-YC31174",
        "C04-CAT-YC31210",
        "C04-CAT-YC31222",
        "C04-CAT-YC31275",
        "C04-CAT-YC31292",
        "C04-CAT-YC31332",
        "C04-CAT-YC31380",
        "C04-CAT-YC31395",
        "C04-CAT-YC31458",
        "C04-CAT-YC31463",
        "C04-CAT-YC31495",
        "C04-CAT-YC31570",
        "C04-CAT-YC32193",
        "C04-CAT-YC32619",
        "C04-CAT-YC33177",
        "C04-CAT-YC33838",
        "C04-CAT-YC35289",
        "C04-CAT-YC35292",
        "C04-CAT-YC38391",
        "C04-HOME-YC30506",
        "C04-HOME-YC31463",
        "C04-HOME-YC31458",
        "C04-HOME-YC30630",
        "C04-HOME-YC30532",
        "C04-HOME-YC31275",
        "C04-HOME-YC32619",
        "C04-HOME-YC30523"
      ],
      "handling": "应用生成、代码评审、QA、持续安全测试、DevOps、工程协作、固件和服务型工厂分别写商业模式。旧MCP/账单/办公/网页API产品与当前主营分开；融资、前公司ARR、避免损失、客户估值、演示金额和免费使用不作公司收入，本轮不新增财务观测或技术等级。"
    },
    {
      "id": "C10-FULL-R-38",
      "type": "剩余机器人规则初分类及实体交付复核",
      "company": "原C10剩余38项规则初分",
      "scope": "companies",
      "companyIds": [
        "YC30430",
        "YC30434",
        "YC30509",
        "YC30511",
        "YC30624",
        "YC30662",
        "YC30703",
        "YC30712",
        "YC30728",
        "YC30928",
        "YC30930",
        "YC30947",
        "YC30987",
        "YC30991",
        "YC31180",
        "YC31224",
        "YC31226",
        "YC31232",
        "YC31285",
        "YC31325",
        "YC31333",
        "YC31341",
        "YC31366",
        "YC31369",
        "YC31415",
        "YC31509",
        "YC31569",
        "YC32156",
        "YC32716",
        "YC33022",
        "YC33053",
        "YC33349",
        "YC35454",
        "YC35652",
        "YC36776",
        "YC36840",
        "YC38492"
      ],
      "summary": "38项YC当前主营及发布节选已读，另6项官网正文与4项访问缺项分别记录。27项保留机器人，11项按数据/训练、评测、模型、专业软件或现场服务移类，OctaPulse合同另列核查。只完成该组主营初分，不代表全部公司技术、主体、量产或财务核验完成。",
      "evidenceIds": [
        "C10-FULL-YC30430",
        "C10-FULL-YC30434",
        "C10-FULL-YC30509",
        "C10-FULL-YC30511",
        "C10-FULL-YC30624",
        "C10-FULL-YC30662",
        "C10-FULL-YC30703",
        "C10-FULL-YC30712",
        "C10-FULL-YC30728",
        "C10-FULL-YC30928",
        "C10-FULL-YC30930",
        "C10-FULL-YC30947",
        "C10-FULL-YC30987",
        "C10-FULL-YC30991",
        "C10-FULL-YC31180",
        "C10-FULL-YC31224",
        "C10-FULL-YC31226",
        "C10-FULL-YC31232",
        "C10-FULL-YC31285",
        "C10-FULL-YC31325",
        "C10-FULL-YC31333",
        "C10-FULL-YC31341",
        "C10-FULL-YC31366",
        "C10-FULL-YC31369",
        "C10-FULL-YC31415",
        "C10-FULL-YC31509",
        "C10-FULL-YC31569",
        "C10-FULL-YC32156",
        "C10-FULL-YC32716",
        "C10-FULL-YC33022",
        "C10-FULL-YC33053",
        "C10-FULL-YC33349",
        "C10-FULL-YC35454",
        "C10-FULL-YC35652",
        "C10-FULL-YC36776",
        "C10-FULL-YC36840",
        "C10-FULL-YC38492",
        "C10-CURRENT-HOME-YC32156",
        "C10-CURRENT-HOME-YC33349",
        "C10-CURRENT-HOME-YC36840",
        "C10-CURRENT-HOME-YC31333",
        "C10-CURRENT-HOME-YC31366",
        "C10-CURRENT-HOME-YC30712",
        "C10-CURRENT-HOME-YC31341",
        "C10-CURRENT-HOME-YC30947",
        "C10-CURRENT-HOME-YC36776"
      ],
      "handling": "设备销售、按时/按月/按完成工作收费、人工接管、机器人部件、模型/数据及运维服务分别标记。未来2027部署、原型、预售、LOI与验收回款分开；旧Riff/Thesis/Spatial AI/Instance等沿革、前雇主成果和客户成本不归当前公司收入。"
    },
    {
      "id": "OCTAPULSE-R-CONTRACT",
      "type": "水产视觉产品、机器人路线图与合同口径",
      "company": "OctaPulse",
      "scope": "companies",
      "companyIds": [
        "YC31141"
      ],
      "summary": "从目录深化为行业应用个案，保留原目录来源。当前两项视觉/数字孪生产品与未来机器人单元分开，旧六位数年合同和现付费试点只记录一次数量级信号。",
      "evidenceIds": [
        "C10-FULL-YC31141",
        "C10-CURRENT-HOME-YC31141",
        "OCTAPULSE-CONTRACT-LAUNCH"
      ],
      "handling": "合同与试点均未核回款或收入确认，revenueStatus仍unknown；无币种与准确金额，不进入MRR/ARR比较，未把paid字样转成已确认年度收入。官网空壳缺项、法律主体和技术自述限制保留。"
    },
    {
      "id": "CONSUMER-CAT-R-45",
      "type": "创意与消费者规则初分类及交付复核",
      "company": "原C08/C09规则初分中的45家公司",
      "scope": "companies",
      "companyIds": [
        "YC30314",
        "YC30329",
        "YC30518",
        "YC30569",
        "YC30637",
        "YC30697",
        "YC30700",
        "YC30737",
        "YC30759",
        "YC30789",
        "YC30797",
        "YC30861",
        "YC30885",
        "YC30910",
        "YC30958",
        "YC30966",
        "YC31013",
        "YC31023",
        "YC31140",
        "YC31157",
        "YC31192",
        "YC31300",
        "YC31302",
        "YC31306",
        "YC31349",
        "YC31373",
        "YC31376",
        "YC31421",
        "YC31480",
        "YC31524",
        "YC31572",
        "YC32129",
        "YC32160",
        "YC32221",
        "YC34134",
        "YC35260",
        "YC35356",
        "YC35950",
        "YC37467",
        "YC37732",
        "YC38127"
      ],
      "summary": "45项YC当前主营及相关发布节选已读，12项官网入口分为6正文可读、6缺项；19项保留原类、26项按专业工程、软件、营销、数据及Agent设施等移类。Pingo/Semiotic/TryNearby经营与Phone Harness技术材料单列核查。",
      "evidenceIds": [
        "CONSUMER-CAT-YC30314",
        "CONSUMER-CAT-YC30329",
        "CONSUMER-CAT-YC30518",
        "CONSUMER-CAT-YC30569",
        "CONSUMER-CAT-YC30637",
        "CONSUMER-CAT-YC30697",
        "CONSUMER-CAT-YC30700",
        "CONSUMER-CAT-YC30737",
        "CONSUMER-CAT-YC30759",
        "CONSUMER-CAT-YC30789",
        "CONSUMER-CAT-YC30797",
        "CONSUMER-CAT-YC30861",
        "CONSUMER-CAT-YC30885",
        "CONSUMER-CAT-YC30910",
        "CONSUMER-CAT-YC30958",
        "CONSUMER-CAT-YC30966",
        "CONSUMER-CAT-YC31013",
        "CONSUMER-CAT-YC31023",
        "CONSUMER-CAT-YC31140",
        "CONSUMER-CAT-YC31157",
        "CONSUMER-CAT-YC31192",
        "CONSUMER-CAT-YC31300",
        "CONSUMER-CAT-YC31302",
        "CONSUMER-CAT-YC31306",
        "CONSUMER-CAT-YC31349",
        "CONSUMER-CAT-YC31373",
        "CONSUMER-CAT-YC31376",
        "CONSUMER-CAT-YC31421",
        "CONSUMER-CAT-YC31480",
        "CONSUMER-CAT-YC31524",
        "CONSUMER-CAT-YC31572",
        "CONSUMER-CAT-YC32129",
        "CONSUMER-CAT-YC32160",
        "CONSUMER-CAT-YC32221",
        "CONSUMER-CAT-YC34134",
        "CONSUMER-CAT-YC35260",
        "CONSUMER-CAT-YC35356",
        "CONSUMER-CAT-YC35950",
        "CONSUMER-CAT-YC37467",
        "CONSUMER-CAT-YC37732",
        "CONSUMER-CAT-YC38127",
        "CONSUMER-HOME-01",
        "CONSUMER-HOME-02",
        "CONSUMER-HOME-03",
        "CONSUMER-HOME-04",
        "CONSUMER-HOME-05",
        "CONSUMER-HOME-09",
        "CONSUMER-HOME-10",
        "CONSUMER-HOME-12"
      ],
      "handling": "consumer/design/audio是任务或下游行业时不据此认定B2C或创意；当前产品与旧发布分开。DesignArena创作/评测、Martini领域API与通用运行设施、Egoist上下文与未来硬件均标双线/待拆收入，暂分类不当完整尽调。"
    },
    {
      "id": "CONSUMER-R-PINGO",
      "type": "历史经营指标与当前收入边界",
      "company": "Pingo",
      "scope": "companies",
      "companyIds": [
        "YC30582"
      ],
      "summary": "2025年7月自述MRR为原文$200000，发布时称累计30万用户。 原目录来源保留，不新增重复公司。",
      "evidenceIds": [
        "CONSUMER-CAT-YC30582",
        "CONSUMER-HOME-06",
        "CONSUMER-INCOME-PINGO"
      ],
      "handling": "币种、精确财务日和2026当前收入未核，MRR非当月收款，用户不当付费数。 当前产品性能、全主体财务及合同仍未独立核。"
    },
    {
      "id": "CONSUMER-R-SEMIOTIC",
      "type": "历史经营指标与当前收入边界",
      "company": "Semiotic",
      "scope": "companies",
      "companyIds": [
        "YC30828"
      ],
      "summary": "发布称上线四周实现原文$78000收入，明确AI设计服务公司模式。 原目录来源保留，不新增重复公司。",
      "evidenceIds": [
        "CONSUMER-CAT-YC30828",
        "CONSUMER-HOME-07",
        "CONSUMER-INCOME-SEMIOTIC"
      ],
      "handling": "四周累计服务收入不等月度经常性MRR，不年化为ARR；币种、收入确认及现主体未核。 当前产品性能、全主体财务及合同仍未独立核。"
    },
    {
      "id": "CONSUMER-R-TRYNEARBY",
      "type": "历史经营指标与当前收入边界",
      "company": "TryNearby",
      "scope": "companies",
      "companyIds": [
        "YC32815"
      ],
      "summary": "发布称120以上付费餐厅，399月费服务包含本地创作者到店拍摄、编辑和发帖。 原目录来源保留，不新增重复公司。",
      "evidenceIds": [
        "CONSUMER-CAT-YC32815",
        "CONSUMER-HOME-08",
        "CONSUMER-INCOME-TRYNEARBY"
      ],
      "handling": "月费与用户数不能直接相乘视为已确认MRR；免费/折扣、实际实收、创作者报酬和支持成本未核，旧公司ARR和餐厅销售提升排除。 当前产品性能、全主体财务及合同仍未独立核。"
    },
    {
      "id": "CONSUMER-R-PHONE-MATERIAL",
      "type": "公开代码材料与运行验证分层",
      "company": "Phone Harness",
      "scope": "companies",
      "companyIds": [
        "YC37997"
      ],
      "summary": "官方链接公开仓库、源码及MIT许可证可访问，记public-artifact，不记运行测试或第三方评测。",
      "evidenceIds": [
        "CONSUMER-CAT-YC37997",
        "CONSUMER-PHONE-REPO",
        "CONSUMER-PHONE-SOURCE",
        "CONSUMER-PHONE-LICENSE"
      ],
      "handling": "未执行安装、源码或设备控制；网页与raw缓存版本差异保留，不据3,800/4,000星标差异推异常，不以公开许可替代商业收入/安全核验。"
    },
    {
      "id": "SALES-CAT-R-23",
      "type": "客户收入运营规则初分类与服务模式复核",
      "company": "原C06规则初分中的23家公司",
      "scope": "companies",
      "companyIds": [
        "YC30362",
        "YC30476",
        "YC30642",
        "YC30721",
        "YC30732",
        "YC30739",
        "YC30822",
        "YC30844",
        "YC31051",
        "YC31117",
        "YC31203",
        "YC31207",
        "YC31263",
        "YC31455",
        "YC32136",
        "YC32171",
        "YC32220",
        "YC33342",
        "YC37273",
        "YC37863",
        "YC37998"
      ],
      "summary": "23项YC当前主营及相关发布节选已读，补8项官网资料及政府接口读取缺项；22项保留C06，Bluma按编辑/生成实际交付移C08。Bluma经营和Native成立冲突另列核查。",
      "evidenceIds": [
        "SALES-CAT-YC30362",
        "SALES-CAT-YC30476",
        "SALES-CAT-YC30642",
        "SALES-CAT-YC30721",
        "SALES-CAT-YC30732",
        "SALES-CAT-YC30739",
        "SALES-CAT-YC30822",
        "SALES-CAT-YC30844",
        "SALES-CAT-YC31051",
        "SALES-CAT-YC31117",
        "SALES-CAT-YC31203",
        "SALES-CAT-YC31207",
        "SALES-CAT-YC31263",
        "SALES-CAT-YC31455",
        "SALES-CAT-YC32136",
        "SALES-CAT-YC32171",
        "SALES-CAT-YC32220",
        "SALES-CAT-YC33342",
        "SALES-CAT-YC37273",
        "SALES-CAT-YC37863",
        "SALES-CAT-YC37998",
        "SALES-HOME-01",
        "SALES-HOME-02",
        "SALES-HOME-03",
        "SALES-HOME-04",
        "SALES-LAUNCH-PALISADE"
      ],
      "handling": "自助、代理、人工托管、客户运营、销售训练和数据电子表格分别标收费与成本待拆。Palisade GMV、Ambral归因扩展收入、Nomi客户成交、Corvera机会和融资、广告预算及旧Flightfox/HireSweet收入排除当前收入，原始审计保留。"
    },
    {
      "id": "BLUMA-R-MRR",
      "type": "创意产品及历史MRR阶段复核",
      "company": "Bluma",
      "scope": "companies",
      "companyIds": [
        "YC30989"
      ],
      "summary": "从目录深化为创意软件个案；旧28k MRR与2026免费beta自述分期记录，没有用最高值、访问日或报价填当前MRR。",
      "evidenceIds": [
        "SALES-CAT-YC30989",
        "SALES-HOME-05",
        "SALES-LAUNCH-BLUMA"
      ],
      "handling": "币种、精确经营日期、全主体及收入持续性未核，保留历史，不年化为ARR或进入平台样本。"
    },
    {
      "id": "NATIVE-R-COHORT",
      "type": "成立冲突、产品转向及ARR口径复核",
      "company": "Native",
      "scope": "companies",
      "companyIds": [
        "YC36279"
      ],
      "summary": "原YC Founded 2026发现审计保留；官网回顾三年前经营及从1600用户/不足5付费转向，条款与官网Native AS组织号对应。政府登记接口未取得，当前year=null。",
      "evidenceIds": [
        "SALES-CAT-YC36279",
        "SALES-HOME-06",
        "SALES-HOME-07",
        "SALES-HOME-08",
        "SALES-NATIVE-REGISTRY-GAP",
        "SALES-LAUNCH-NATIVE"
      ],
      "handling": "不能把2026 YC或Norn发布日期当新公司成立。2M ARR仅待交叉核对的自述，财务截至日、新旧业务与主体边界未核；官网7人与旧YC6人分开，未擅改历史团队，不推虚报。"
    },
    {
      "id": "OTHERTAG1-R-CLASS",
      "type": "其余目录标签首批17项主营复核",
      "company": "其余标签首批17项",
      "scope": "companies",
      "companyIds": [
        "YC30423",
        "YC30441",
        "YC30498",
        "YC30524",
        "YC30792",
        "YC30816",
        "YC30907",
        "YC30957",
        "YC31301",
        "YC31419",
        "YC31452",
        "YC31526",
        "YC31527",
        "YC32088"
      ],
      "summary": "34项原C10/C08/C09/C06标签池中本批17项已读，10保留、7移类，仍余17。",
      "evidenceIds": [
        "OTHERTAG1-CAT-YC30423",
        "OTHERTAG1-CAT-YC30441",
        "OTHERTAG1-CAT-YC30498",
        "OTHERTAG1-CAT-YC30524",
        "OTHERTAG1-CAT-YC30792",
        "OTHERTAG1-CAT-YC30816",
        "OTHERTAG1-CAT-YC30907",
        "OTHERTAG1-CAT-YC30957",
        "OTHERTAG1-CAT-YC31301",
        "OTHERTAG1-CAT-YC31419",
        "OTHERTAG1-CAT-YC31452",
        "OTHERTAG1-CAT-YC31526",
        "OTHERTAG1-CAT-YC31527",
        "OTHERTAG1-CAT-YC32088",
        "OTHERTAG1-NEON-HOME",
        "OTHERTAG1-STRAT-HOME",
        "OTHERTAG1-ALKALI-HOME",
        "OTHERTAG1-LAPEL-HOME",
        "OTHERTAG1-BIZZY-HOME",
        "OTHERTAG1-DIGI-ACCESS",
        "OTHERTAG1-LOGICAL-ACCESS",
        "OTHERTAG1-CLAD-HOME",
        "OTHERTAG1-OPENVECTOR-HOME",
        "OTHERTAG1-STABLE-HOME",
        "OTHERTAG1-DEGLA-HOME",
        "OTHERTAG1-UNO-ACCESS",
        "OTHERTAG1-REVNU-HOME",
        "OTHERTAG1-ROMA-HOME"
      ],
      "handling": "Alkali现钢估算、stratify客户研究、Digipals个人社交、OpenVector现场软件、StableBrowse现物理数据、Bizzy账单协商与旧业务分期。neoncoral无主营暂C00；Lapel/Uno/Logical等AI具体交付和收费留缺。客户金额、示例/融资/旧经历不当营收。"
    },
    {
      "id": "OTHERTAG1-R-MIXY",
      "type": "历史MRR与捐赠、产品起源及合同主体边界",
      "company": "Mixy",
      "scope": "companies",
      "companyIds": [
        "YC30812"
      ],
      "summary": "20k MRR及200k捐赠来自2025-11-04发布，分开保留，不进入当前支付平台MRR分布。",
      "evidenceIds": [
        "OTHERTAG1-CAT-YC30812",
        "OTHERTAG1-MIXY-HOME",
        "OTHERTAG1-MIXY-APP",
        "OTHERTAG1-MIXY-TERMS",
        "OTHERTAG1-MIXY-LAUNCH"
      ],
      "handling": "原型2024年底、上线2025-06-19、YC成立2025及条款/商店LLC与Inc分别记；未查独立注册或财务。商店不同内购周期未明，不以用户/价格推ARR；未验证本地模型、版权及当前服务状态。"
    },
    {
      "id": "OTHERTAG1-R-TRLC",
      "type": "实体开发套件公开材料与自主生产边界",
      "company": "The Robot Learning Company",
      "scope": "companies",
      "companyIds": [
        "YC30433"
      ],
      "summary": "官方DK1 README/目录、根Apache2及MIT第三方署名可读，遥操作/录制与自主工作分开。",
      "evidenceIds": [
        "OTHERTAG1-CAT-YC30433",
        "OTHERTAG1-TRLC-HOME",
        "OTHERTAG1-TRLC-REPO",
        "OTHERTAG1-TRLC-LICENSE"
      ],
      "handling": "未下载CAD/执行/控制硬件或逐子模块核许可。旧低于一万硬件自述不是交付全成本或营收，前2024科研演示不当公司成立证明。"
    },
    {
      "id": "OTHERTAG1-R-KOYAL",
      "type": "作者研究摘要、付费试点及整个平台能力边界",
      "company": "Koyal",
      "scope": "companies",
      "companyIds": [
        "YC30870"
      ],
      "summary": "仅核CHARCHA摘要页提交日/track及方法描述，非独立技术测试。",
      "evidenceIds": [
        "OTHERTAG1-CAT-YC30870",
        "OTHERTAG1-KOYAL-ACCESS",
        "OTHERTAG1-KOYAL-PAPER"
      ],
      "handling": "2024研究track和2025 arXiv提交不等公司成立年；patent pending不是已核获专利，付费试点金额/周期未给。播放和合作数量非收入，版权/授权/制作服务成本待核。"
    },
    {
      "id": "OTHERTAG2-R-CLASS",
      "type": "其余原目录标签最后17项主营复核",
      "company": "其余标签最后17项",
      "scope": "companies",
      "companyIds": [
        "YC32188",
        "YC32197",
        "YC32202",
        "YC32205",
        "YC32229",
        "YC32550",
        "YC32750",
        "YC32752",
        "YC34761",
        "YC35587",
        "YC36213",
        "YC36346",
        "YC36348",
        "YC36510"
      ],
      "summary": "本批17项6保留11移类；与前批合计34项16保留18移类，原C10/C08/C09/C06标签池已逐条读。",
      "evidenceIds": [
        "OTHERTAG2-CAT-YC32188",
        "OTHERTAG2-CAT-YC32197",
        "OTHERTAG2-CAT-YC32202",
        "OTHERTAG2-CAT-YC32205",
        "OTHERTAG2-CAT-YC32229",
        "OTHERTAG2-CAT-YC32550",
        "OTHERTAG2-CAT-YC32750",
        "OTHERTAG2-CAT-YC32752",
        "OTHERTAG2-CAT-YC34761",
        "OTHERTAG2-CAT-YC35587",
        "OTHERTAG2-CAT-YC36213",
        "OTHERTAG2-CAT-YC36346",
        "OTHERTAG2-CAT-YC36348",
        "OTHERTAG2-CAT-YC36510",
        "OTHERTAG2-IMPACT-ACCESS",
        "OTHERTAG2-EVIDENT-ACCESS",
        "OTHERTAG2-DIALOG-HOME",
        "OTHERTAG2-MOCHI-HOME",
        "OTHERTAG2-CONFETTI-ACCESS",
        "OTHERTAG2-AUDORA-ACCESS",
        "OTHERTAG2-ULTRA-HOME",
        "OTHERTAG2-MOVING-HOME",
        "OTHERTAG2-VEEZA-HOME",
        "OTHERTAG2-PLOID-HOME",
        "OTHERTAG2-YAM-HOME",
        "OTHERTAG2-SILICA-HOME",
        "OTHERTAG2-ANTI-HOME",
        "OTHERTAG2-PRELOAD-ACCESS",
        "OTHERTAG2-PLOID-PRICE",
        "OTHERTAG2-SILICA-LAUNCH",
        "OTHERTAG2-MOCHI-LAUNCH",
        "OTHERTAG2-VEEZA-LAUNCH"
      ],
      "handling": "Evident/Hebbian/Preload为模型评估/数据设施，Moving Atoms现BIM、Veeza专家签证及Confetti工程设计，Ploid人员API设施；Mochi/Audora内容与Yam个人游戏分开。实体部件/制造、预订需求、人工服务和订阅分别记录，短简介/官网缺项不等完整财务技术验证。"
    },
    {
      "id": "OTHERTAG2-R-ISENGARD",
      "type": "实体业务收入、管线与前公司边界",
      "company": "Isengard Industries Inc",
      "scope": "companies",
      "companyIds": [
        "YC32781"
      ],
      "summary": "发布10M自述收入保留，但无期间/确认标准；350M管线、前公司60M排除当前收入。",
      "evidenceIds": [
        "OTHERTAG2-CAT-YC32781",
        "OTHERTAG2-ISENGARD-HOME",
        "OTHERTAG2-ISENGARD-LAUNCH"
      ],
      "handling": "仅核分类和财务归属，不评估/执行技术。意向/管线、合同/交付、回款与收入分开，未核注册或政府合同，不将官网成熟度/计划产能当实测销量或ARR。"
    },
    {
      "id": "OTHERTAG2-R-MOON",
      "type": "个人订阅、实体预约与云数据边界",
      "company": "Moonshot",
      "scope": "companies",
      "companyIds": [
        "YC32121"
      ],
      "summary": "Samantha手机订阅与可选项链押金/未来发货分开，政策中的临时转录文件和账号备份不是同一存储范围。",
      "evidenceIds": [
        "OTHERTAG2-CAT-YC32121",
        "OTHERTAG2-MOON-HOME",
        "OTHERTAG2-MOON-PRIVACY"
      ],
      "handling": "现主页试用/收费与政策early build、平台版本描述有差异未实际核；引用人类协作论文不证AI伙伴效果。录音、文本、第三方处理、active删除/备份/独立beta申请各有范围，不声明全离线或全部立即删除。"
    },
    {
      "id": "OTHERTAG2-R-HEBB",
      "type": "数据工具公开示例与厂商试验/确认边界",
      "company": "Hebbian Robotics",
      "scope": "companies",
      "companyIds": [
        "YC33279"
      ],
      "summary": "开源HFlow公开材料可读，教师标签及精确帧去重不等独立人类真值或录制独立；开发pilot与质量确认分开。",
      "evidenceIds": [
        "OTHERTAG2-CAT-YC33279",
        "OTHERTAG2-HEBB-HOME",
        "OTHERTAG2-HEBB-AUTORESEARCH",
        "OTHERTAG2-HEBB-PI05",
        "OTHERTAG2-HEBB-REPO",
        "OTHERTAG2-HEBB-LICENSE",
        "OTHERTAG2-HEBB-EXAMPLE"
      ],
      "handling": "固定commit README和当前根仓库分期，主路径访问失败保留；未运行/下载数据、读全部源码/轨迹或控制硬件。旧清洁原型成本/效果不等当前数据设施收费或自有机器人生产。"
    },
    {
      "id": "ENTERPRISE1-R-15",
      "type": "企业通用工作首批15项主营及转型复核",
      "company": "原C05规则初分中的15家公司",
      "scope": "companies",
      "companyIds": [
        "YC30296",
        "YC30324",
        "YC30340",
        "YC30351",
        "YC30356",
        "YC30407",
        "YC30440",
        "YC30444",
        "YC30466",
        "YC30475",
        "YC30527",
        "YC30541",
        "YC30628",
        "YC30648",
        "YC30650"
      ],
      "summary": "15项YC当前主营及相关发布节选已读，Rebolt补官网；5项暂留C05，10项转销售、Agent设施、行业及软件开发。短简介、Inactive及旧发布与当前业务差异分别记录。",
      "evidenceIds": [
        "ENTERPRISE1-CAT-YC30296",
        "ENTERPRISE1-CAT-YC30324",
        "ENTERPRISE1-CAT-YC30340",
        "ENTERPRISE1-CAT-YC30351",
        "ENTERPRISE1-CAT-YC30356",
        "ENTERPRISE1-CAT-YC30407",
        "ENTERPRISE1-CAT-YC30440",
        "ENTERPRISE1-CAT-YC30444",
        "ENTERPRISE1-CAT-YC30466",
        "ENTERPRISE1-CAT-YC30475",
        "ENTERPRISE1-CAT-YC30527",
        "ENTERPRISE1-CAT-YC30541",
        "ENTERPRISE1-CAT-YC30628",
        "ENTERPRISE1-CAT-YC30648",
        "ENTERPRISE1-CAT-YC30650",
        "ENTERPRISE1-REBOLT-HOME"
      ],
      "handling": "保留原始发现、成立及团队审计；Golf前公司收入、Sim前产品用户、客户利润、广告预算/分成与愿景不计当前公司收入。此批无新增可比MRR或ARR，剩余C05及C07仍待逐项复核，不代表完整来源覆盖。"
    },
    {
      "id": "ENTERPRISE2-R-15",
      "type": "企业应用第二批及收入归属复核",
      "company": "原C05规则初分中的15家公司",
      "scope": "companies",
      "companyIds": [
        "YC30659",
        "YC30665",
        "YC30696",
        "YC30702",
        "YC30748",
        "YC30763",
        "YC30765",
        "YC30877",
        "YC30891",
        "YC30913",
        "YC30916",
        "YC30919",
        "YC30938",
        "YC30967"
      ],
      "summary": "15项当前主营及相关发布已读，3项保留C05、12项按交付迁移；Pollen官网明确金融专业工作，Proliferate当前官网短信息保留缺项。Freya技术专项另列。",
      "evidenceIds": [
        "ENTERPRISE2-CAT-YC30659",
        "ENTERPRISE2-CAT-YC30665",
        "ENTERPRISE2-CAT-YC30696",
        "ENTERPRISE2-CAT-YC30702",
        "ENTERPRISE2-CAT-YC30748",
        "ENTERPRISE2-CAT-YC30763",
        "ENTERPRISE2-CAT-YC30765",
        "ENTERPRISE2-CAT-YC30877",
        "ENTERPRISE2-CAT-YC30891",
        "ENTERPRISE2-CAT-YC30913",
        "ENTERPRISE2-CAT-YC30916",
        "ENTERPRISE2-CAT-YC30919",
        "ENTERPRISE2-CAT-YC30938",
        "ENTERPRISE2-CAT-YC30967",
        "ENTERPRISE2-PROLIFERATE-HOME",
        "ENTERPRISE2-PANGOLIN-HOME",
        "ENTERPRISE2-POLLEN-HOME"
      ],
      "handling": "Codyco预订与币种差异、Imagine客户归因收入、Trelium前项目ARR均排除自身收入；Rovr Inactive只标目录状态，原发现审计、成立及团队快照保留。"
    },
    {
      "id": "ENTERPRISE2-R-FREYA",
      "type": "语音交付模式及公开技术材料复核",
      "company": "Freya",
      "scope": "companies",
      "companyIds": [
        "YC30802"
      ],
      "summary": "从基础目录深化为公开技术材料个案，仍无可用公司收入；语音Agent项目交付与模型API并列，small模型卡/权重目录/源码/许可可读。",
      "evidenceIds": [
        "ENTERPRISE2-CAT-YC30802",
        "ENTERPRISE2-FREYA-HOME",
        "ENTERPRISE2-FREYA-PRICE",
        "ENTERPRISE2-FREYA-MODEL",
        "ENTERPRISE2-FREYA-FILES",
        "ENTERPRISE2-FREYA-INFER",
        "ENTERPRISE2-FREYA-LICENSE"
      ],
      "handling": "保留C06企业语音运营及模型第二业务，不按首页研究宣传推全公司基础模型。未运行模型、核首页独立榜单或评测，small与Adam V1/large分开；通话、FDE、部署和硬件成本不混作同质SaaS。"
    },
    {
      "id": "ENTERPRISE3-R-59",
      "type": "企业通用工作剩余规则初分类复核",
      "company": "原C05规则初分剩余59家公司",
      "scope": "companies",
      "companyIds": [
        "YC30972",
        "YC31089",
        "YC31107",
        "YC31109",
        "YC31121",
        "YC31133",
        "YC31138",
        "YC31139",
        "YC31149",
        "YC31166",
        "YC31172",
        "YC31185",
        "YC31189",
        "YC31201",
        "YC31211",
        "YC31221",
        "YC31318",
        "YC31352",
        "YC31360",
        "YC31378",
        "YC31408",
        "YC31424",
        "YC31428",
        "YC31433",
        "YC31437",
        "YC31466",
        "YC31468",
        "YC31472",
        "YC31494",
        "YC31498",
        "YC31506",
        "YC31510",
        "YC31515",
        "YC31537",
        "YC31538",
        "YC31545",
        "YC31576",
        "YC32155",
        "YC32161",
        "YC32206",
        "YC32588",
        "YC32623",
        "YC32627",
        "YC33052",
        "YC33111",
        "YC33248",
        "YC33348",
        "YC34530",
        "YC34597",
        "YC34895",
        "YC35126",
        "YC35291",
        "YC35393",
        "YC35553",
        "YC36147",
        "YC37005",
        "YC37896",
        "YC38226"
      ],
      "summary": "59项YC当前主营及相关发布节选已读；补选定官网、产品模式与访问缺项。按通用工作、工程运维、模型/Agent设施、行业及营销等交付重新划分，Tasklet主体专项另列。",
      "evidenceIds": [
        "ENTERPRISE3-CAT-YC30972",
        "ENTERPRISE3-CAT-YC31089",
        "ENTERPRISE3-CAT-YC31107",
        "ENTERPRISE3-CAT-YC31109",
        "ENTERPRISE3-CAT-YC31121",
        "ENTERPRISE3-CAT-YC31133",
        "ENTERPRISE3-CAT-YC31138",
        "ENTERPRISE3-CAT-YC31139",
        "ENTERPRISE3-CAT-YC31149",
        "ENTERPRISE3-CAT-YC31166",
        "ENTERPRISE3-CAT-YC31172",
        "ENTERPRISE3-CAT-YC31185",
        "ENTERPRISE3-CAT-YC31189",
        "ENTERPRISE3-CAT-YC31201",
        "ENTERPRISE3-CAT-YC31211",
        "ENTERPRISE3-CAT-YC31221",
        "ENTERPRISE3-CAT-YC31318",
        "ENTERPRISE3-CAT-YC31352",
        "ENTERPRISE3-CAT-YC31360",
        "ENTERPRISE3-CAT-YC31378",
        "ENTERPRISE3-CAT-YC31408",
        "ENTERPRISE3-CAT-YC31424",
        "ENTERPRISE3-CAT-YC31428",
        "ENTERPRISE3-CAT-YC31433",
        "ENTERPRISE3-CAT-YC31437",
        "ENTERPRISE3-CAT-YC31466",
        "ENTERPRISE3-CAT-YC31468",
        "ENTERPRISE3-CAT-YC31472",
        "ENTERPRISE3-CAT-YC31494",
        "ENTERPRISE3-CAT-YC31498",
        "ENTERPRISE3-CAT-YC31506",
        "ENTERPRISE3-CAT-YC31510",
        "ENTERPRISE3-CAT-YC31515",
        "ENTERPRISE3-CAT-YC31537",
        "ENTERPRISE3-CAT-YC31538",
        "ENTERPRISE3-CAT-YC31545",
        "ENTERPRISE3-CAT-YC31576",
        "ENTERPRISE3-CAT-YC32155",
        "ENTERPRISE3-CAT-YC32161",
        "ENTERPRISE3-CAT-YC32206",
        "ENTERPRISE3-CAT-YC32588",
        "ENTERPRISE3-CAT-YC32623",
        "ENTERPRISE3-CAT-YC32627",
        "ENTERPRISE3-CAT-YC33052",
        "ENTERPRISE3-CAT-YC33111",
        "ENTERPRISE3-CAT-YC33248",
        "ENTERPRISE3-CAT-YC33348",
        "ENTERPRISE3-CAT-YC34530",
        "ENTERPRISE3-CAT-YC34597",
        "ENTERPRISE3-CAT-YC34895",
        "ENTERPRISE3-CAT-YC35126",
        "ENTERPRISE3-CAT-YC35291",
        "ENTERPRISE3-CAT-YC35393",
        "ENTERPRISE3-CAT-YC35553",
        "ENTERPRISE3-CAT-YC36147",
        "ENTERPRISE3-CAT-YC37005",
        "ENTERPRISE3-CAT-YC37896",
        "ENTERPRISE3-CAT-YC38226",
        "ENTERPRISE3-AEMON-HOME",
        "ENTERPRISE3-TERMINAL-HOME",
        "ENTERPRISE3-SAZABI-HOME",
        "ENTERPRISE3-LANCE-ACCESS",
        "ENTERPRISE3-ANTINUOUS-ACCESS",
        "ENTERPRISE3-DEEPREACH-ACCESS",
        "ENTERPRISE3-ASTER-HOME",
        "ENTERPRISE3-ASTER-INFERENCE",
        "ENTERPRISE3-ASTER-PRICE",
        "ENTERPRISE3-REX-HOME"
      ],
      "handling": "原C05规则初分89项现均有主营复核，短简介、跨业务及实际产品能力仍待核，不等所有企业公司深查。Rex托管含专家、Omanta含专业人员、Verdun含人工操作员；项目价值、客户节省/资产、旧公司ARR与融资排除，自述技术未提升为独立测试。"
    },
    {
      "id": "ENTERPRISE3-R-TASKLET",
      "type": "新产品与既有主体及ARR边界复核",
      "company": "Tasklet / Shortwave产品扩展对照",
      "scope": "companies",
      "companyIds": [
        "YC31470"
      ],
      "summary": "YC原2025成立发现审计保留；现行Shortwave运营条款、2025新产品公告和2022旧业务链与新公司口径不一致，当前year=null，精确法律成立及分立未核。",
      "evidenceIds": [
        "ENTERPRISE3-CAT-YC31470",
        "ENTERPRISE3-TASKLET-HOME",
        "ENTERPRISE3-TASKLET-PRICE",
        "ENTERPRISE3-TASKLET-TERMS",
        "ENTERPRISE3-TASKLET-LAUNCH",
        "ENTERPRISE3-TASKLET-INTRO",
        "ENTERPRISE3-SHORTWAVE-HISTORY"
      ],
      "handling": "5M ARR仅交叉核对自述，日期、币种、充值/订阅和产品/集团范围留缺，不纳入两年新公司同期比较；20M融资、估值、Firebase经历及演示发票排除收入。目录8人和发布9人不改成已验证当前团队。"
    },
    {
      "id": "ENTTAG1-R-CLASS",
      "type": "企业原目录标签池第一批26项主营复核",
      "company": "企业标签池第一批26项",
      "scope": "companies",
      "companyIds": [
        "YC30294",
        "YC30406",
        "YC30425",
        "YC30450",
        "YC30464",
        "YC30465",
        "YC30496",
        "YC30554",
        "YC30623",
        "YC30640",
        "YC30661",
        "YC30669",
        "YC30680",
        "YC30684",
        "YC30785",
        "YC30850",
        "YC30867",
        "YC30894",
        "YC30906",
        "YC30912",
        "YC30956",
        "YC31098",
        "YC31184",
        "YC31215"
      ],
      "summary": "26项现主营及相关发布已读，8保留C05、18按交付迁移；原52标签池仍余26，原89主营规则池成果保留。",
      "evidenceIds": [
        "ENTTAG1-CAT-YC30294",
        "ENTTAG1-CAT-YC30406",
        "ENTTAG1-CAT-YC30425",
        "ENTTAG1-CAT-YC30450",
        "ENTTAG1-CAT-YC30464",
        "ENTTAG1-CAT-YC30465",
        "ENTTAG1-CAT-YC30496",
        "ENTTAG1-CAT-YC30554",
        "ENTTAG1-CAT-YC30623",
        "ENTTAG1-CAT-YC30640",
        "ENTTAG1-CAT-YC30661",
        "ENTTAG1-CAT-YC30669",
        "ENTTAG1-CAT-YC30680",
        "ENTTAG1-CAT-YC30684",
        "ENTTAG1-CAT-YC30785",
        "ENTTAG1-CAT-YC30850",
        "ENTTAG1-CAT-YC30867",
        "ENTTAG1-CAT-YC30894",
        "ENTTAG1-CAT-YC30906",
        "ENTTAG1-CAT-YC30912",
        "ENTTAG1-CAT-YC30956",
        "ENTTAG1-CAT-YC31098",
        "ENTTAG1-CAT-YC31184",
        "ENTTAG1-CAT-YC31215",
        "ENTTAG1-SENNU-HOME",
        "ENTTAG1-AUCTOR-HOME",
        "ENTTAG1-SIXTYFOUR-HOME",
        "ENTTAG1-RIVERBANK-HOME",
        "ENTTAG1-BUBBLE-HOME",
        "ENTTAG1-REDAPTO-HOME",
        "ENTTAG1-AUTOMAX-HOME",
        "ENTTAG1-SOREN-HOME",
        "ENTTAG1-TENX-ACCESS",
        "ENTTAG1-ZAVO-HOME",
        "ENTTAG1-PLAYGENT-HOME",
        "ENTTAG1-UNSILOED-HOME",
        "ENTTAG1-ASSEMBLE-HOME",
        "ENTTAG1-PHOTONIUM-HOME",
        "ENTTAG1-KESTRAL-HOME",
        "ENTTAG1-TENX-SAVING"
      ],
      "handling": "定制工程服务、实施项目管理、专业估价/光学咨询、模型环境和Agent权限分别记录。Playgent金融RL官网与通用沙盒/旧药房分期，Sennu泛化简介和Riverbank/10x正文缺项留缺。客户资产/节省/示例和支付总额排除自身ARR。"
    },
    {
      "id": "ENTTAG1-R-EPICENTER",
      "type": "个人本地生态、许可证及托管边界",
      "company": "Epicenter",
      "scope": "companies",
      "companyIds": [
        "YC30694"
      ],
      "summary": "公开材料可读，旧MIT和现AGPL/托管支持方向分别记录，不因免费应用推零收入。",
      "evidenceIds": [
        "ENTTAG1-CAT-YC30694",
        "ENTTAG1-EPICENTER-HOME",
        "ENTTAG1-EPICENTER-REPO",
        "ENTTAG1-EPICENTER-LICENSE",
        "ENTTAG1-EPICENTER-MODEL"
      ],
      "handling": "可选Cloud中继能读明文与本地离线方案分开；官网和仓库结构可能不同版本未钉同一commit，旧库/应用不认定可无损迁移。未执行、逐包核许可或核收入。"
    },
    {
      "id": "ENTTAG1-R-SPECIFIC",
      "type": "私有代码任务供给及厂商基准范围",
      "company": "Specific Labs",
      "scope": "companies",
      "companyIds": [
        "YC31009"
      ],
      "summary": "Real-SWE1.1是供应商自有25任务18模型研究、原生harness每题五次；旧Bear营销业务与当前数据供给分期。",
      "evidenceIds": [
        "ENTTAG1-CAT-YC31009",
        "ENTTAG1-SPECIFIC-HOME",
        "ENTTAG1-SPECIFIC-BENCH"
      ],
      "handling": "模型+harness结果不等裸模型普适能力，小样本/私有任务不能外推全部工作或独立公司能力排名；未申请数据或执行，估算运行成本和其他公司用户非Specific收入。"
    },
    {
      "id": "ENTTAG2-R-CLASS",
      "type": "企业原标签池最后26项主营复核",
      "company": "企业标签池最后26项",
      "scope": "companies",
      "companyIds": [
        "YC31272",
        "YC31295",
        "YC31404",
        "YC31441",
        "YC31444",
        "YC31825",
        "YC32135",
        "YC32162",
        "YC32223",
        "YC32227",
        "YC32256",
        "YC33046",
        "YC33047",
        "YC33673",
        "YC33674",
        "YC33969",
        "YC34896",
        "YC35094",
        "YC35096",
        "YC35262",
        "YC36180",
        "YC36378"
      ],
      "summary": "本批26项已读，2保留C05、24移类；连同前26项，52标签池共10保留、42迁移，原89主营池成果保留。",
      "evidenceIds": [
        "ENTTAG2-CAT-YC31272",
        "ENTTAG2-CAT-YC31295",
        "ENTTAG2-CAT-YC31404",
        "ENTTAG2-CAT-YC31441",
        "ENTTAG2-CAT-YC31444",
        "ENTTAG2-CAT-YC31825",
        "ENTTAG2-CAT-YC32135",
        "ENTTAG2-CAT-YC32162",
        "ENTTAG2-CAT-YC32223",
        "ENTTAG2-CAT-YC32227",
        "ENTTAG2-CAT-YC32256",
        "ENTTAG2-CAT-YC33046",
        "ENTTAG2-CAT-YC33047",
        "ENTTAG2-CAT-YC33673",
        "ENTTAG2-CAT-YC33674",
        "ENTTAG2-CAT-YC33969",
        "ENTTAG2-CAT-YC34896",
        "ENTTAG2-CAT-YC35094",
        "ENTTAG2-CAT-YC35096",
        "ENTTAG2-CAT-YC35262",
        "ENTTAG2-CAT-YC36180",
        "ENTTAG2-CAT-YC36378",
        "ENTTAG2-CARROT-HOME",
        "ENTTAG2-CARROT-PRICE",
        "ENTTAG2-USERLENS-HOME",
        "ENTTAG2-ALCHEMIZE-ACCESS",
        "ENTTAG2-TROPE-HOME",
        "ENTTAG2-STUDIO-HOME",
        "ENTTAG2-CONTEXT-HOME",
        "ENTTAG2-DECA-HOME",
        "ENTTAG2-CAUTION-HOME",
        "ENTTAG2-CAUTION-PRICE",
        "ENTTAG2-UFO-ACCESS",
        "ENTTAG2-FARADAY-HOME",
        "ENTTAG2-FORWARD-HOME",
        "ENTTAG2-STACK-HOME",
        "ENTTAG2-PERCEPTUAL-ACCESS",
        "ENTTAG2-VEXO-HOME",
        "ENTTAG2-SYNARA-HOME",
        "ENTTAG2-USERLENS-CLIENT",
        "ENTTAG2-CONTEXT-CLIENT",
        "ENTTAG2-CAUTION-ASSETS"
      ],
      "handling": "客户运营、专业服务、计算/Agent设施、工程交付及消费硬件按现交付分开。Carrot成本管理、Userlens采用及旧CSM分期；Perceptual当前产品不明暂C00；Caution保留通用计算/旧业务链缺项。客户ARR、试点潜在价值、资产及示例排除收入。"
    },
    {
      "id": "ENTTAG2-R-TRACE",
      "type": "终端Agent安全公开材料与试点收入边界",
      "company": "Traceforce",
      "scope": "companies",
      "companyIds": [
        "YC32418"
      ],
      "summary": "MCP扫描器公开材料可读，但不等完整商业终端控制能力已验证；试点潜在ARR不计收入。",
      "evidenceIds": [
        "ENTTAG2-CAT-YC32418",
        "ENTTAG2-TRACE-HOME",
        "ENTTAG2-TRACE-REPO",
        "ENTTAG2-TRACE-LICENSE",
        "ENTTAG2-TRACE-PILOTS"
      ],
      "handling": "未构建/执行/扫描/上传；Apache2根许可与完整商业许可分开。不同日期设备与营销阻断量不强合并，试点、用户、合同和确认收入保持区别。"
    },
    {
      "id": "ENTTAG2-R-EXEC",
      "type": "Agent网关开源材料与云活跃成员收费",
      "company": "Executor",
      "scope": "companies",
      "companyIds": [
        "YC32947"
      ],
      "summary": "公开集成/策略说明和MIT根许可可读，云Free/Team/Enterprise、local/selfhost分开。",
      "evidenceIds": [
        "ENTTAG2-CAT-YC32947",
        "ENTTAG2-EXEC-HOME",
        "ENTTAG2-EXEC-PRICE",
        "ENTTAG2-EXEC-REPO",
        "ENTTAG2-EXEC-LICENSE",
        "ENTTAG2-EXEC-LOCAL"
      ],
      "handling": "自身不运行AI；CLI持久服务及临时前台说明未实测。星标、npm/本地用户及前业务月活不归云付费；浏览器和电脑仍coming soon。"
    },
    {
      "id": "ENTTAG2-R-GLEN",
      "type": "组织记忆厂商百PR重放的评测范围",
      "company": "Glen",
      "scope": "companies",
      "companyIds": [
        "YC32226"
      ],
      "summary": "单工作区Codex5.5五次/组，时间回退记忆及保留测试为厂商披露方法，不独立于供应商。",
      "evidenceIds": [
        "ENTTAG2-CAT-YC32226",
        "ENTTAG2-GLEN-HOME",
        "ENTTAG2-GLEN-BENCH"
      ],
      "handling": "未读取任务/轨迹或复现；29%token/21%时间节省不是通用性能排名/收入，组织使用不等付费。"
    },
    {
      "id": "ENTTAG2-R-VORELIOS",
      "type": "行业物理模型供应商基准与工程交付边界",
      "company": "Vorelios",
      "scope": "companies",
      "companyIds": [
        "YC35784"
      ],
      "summary": "当前航空流场模型定位明确，公开三基准的厂商结果及H100计时不等独立验证。",
      "evidenceIds": [
        "ENTTAG2-CAT-YC35784",
        "ENTTAG2-VORELIOS-HOME",
        "ENTTAG2-VORELIOS-BENCH"
      ],
      "handling": "模型误差与完整工程正确性不同，首页全集2500与500保留集区分；自行训练基线/引用论文和同卡计时的边界保留，未读模型/执行或外推其他物理领域。"
    },
    {
      "id": "INDUSTRY1-R-25",
      "type": "行业专业应用首批分类及交付模式复核",
      "company": "原C07规则初分首批25家公司",
      "scope": "companies",
      "companyIds": [
        "YC30297",
        "YC30299",
        "YC30317",
        "YC30318",
        "YC30364",
        "YC30415",
        "YC30418",
        "YC30419",
        "YC30422",
        "YC30443",
        "YC30458",
        "YC30461",
        "YC30463",
        "YC30479",
        "YC30482",
        "YC30485",
        "YC30517",
        "YC30526",
        "YC30540",
        "YC30542",
        "YC30553",
        "YC30557",
        "YC30591"
      ],
      "summary": "25项当前主营与相关发布节选已读，16项留C07、9项转销售/消费者/模型数据/实体产业；另核11项官网或旧发布资料，Flott/Adentris收入专项分列。",
      "evidenceIds": [
        "INDUSTRY1-CAT-YC30297",
        "INDUSTRY1-CAT-YC30299",
        "INDUSTRY1-CAT-YC30317",
        "INDUSTRY1-CAT-YC30318",
        "INDUSTRY1-CAT-YC30364",
        "INDUSTRY1-CAT-YC30415",
        "INDUSTRY1-CAT-YC30418",
        "INDUSTRY1-CAT-YC30419",
        "INDUSTRY1-CAT-YC30422",
        "INDUSTRY1-CAT-YC30443",
        "INDUSTRY1-CAT-YC30458",
        "INDUSTRY1-CAT-YC30461",
        "INDUSTRY1-CAT-YC30463",
        "INDUSTRY1-CAT-YC30479",
        "INDUSTRY1-CAT-YC30482",
        "INDUSTRY1-CAT-YC30485",
        "INDUSTRY1-CAT-YC30517",
        "INDUSTRY1-CAT-YC30526",
        "INDUSTRY1-CAT-YC30540",
        "INDUSTRY1-CAT-YC30542",
        "INDUSTRY1-CAT-YC30553",
        "INDUSTRY1-CAT-YC30557",
        "INDUSTRY1-CAT-YC30591",
        "INDUSTRY1-LINEWISE-HOME",
        "INDUSTRY1-MINERVA-HOME",
        "INDUSTRY1-WAYLINE-HOME",
        "INDUSTRY1-WAYLINE-TERMS",
        "INDUSTRY1-WAYLINE-OLD",
        "INDUSTRY1-SECOND-ACCESS",
        "INDUSTRY1-OPENINTAKE-HOME",
        "INDUSTRY1-AUTONOMOUS-HOME"
      ],
      "handling": "保留原发现、成立及团队快照；Wayline同页Second旧帖与当前不同运营者关联未充分核，不强行改年或转移收入。Kanava Inactive、Galen Acquired仅列YC状态。医疗/法律/教育/金融宣传和客户成果不当资格、收益或公司收入。"
    },
    {
      "id": "INDUSTRY1-R-FLOTT",
      "type": "历史ARR与现交付边界复核",
      "company": "Flott HQ",
      "scope": "companies",
      "companyIds": [
        "YC30480"
      ],
      "summary": "旧车队平台200k ARR与现核对成本/活动产品分期，客户油量及行程示例不是财务审计。",
      "evidenceIds": [
        "INDUSTRY1-CAT-YC30480",
        "INDUSTRY1-FLOTT-HOME",
        "INDUSTRY1-FLOTT-LAUNCH"
      ],
      "handling": "只保留历史自述，币种、财务截至日、经常性定义及法律主体/收入确认未核，不纳入可比同期ARR或平台MRR，未做独立技术测试。"
    },
    {
      "id": "INDUSTRY1-R-ADENTRIS",
      "type": "历史ARR与现交付边界复核",
      "company": "Adentris",
      "scope": "companies",
      "companyIds": [
        "YC30529"
      ],
      "summary": "旧54k ARR、当前文件自助/企业集成及专业账单服务分开，不从100月费或试点数量推总收入。",
      "evidenceIds": [
        "INDUSTRY1-CAT-YC30529",
        "INDUSTRY1-ADENTRIS-HOME",
        "INDUSTRY1-ADENTRIS-PRICE",
        "INDUSTRY1-ADENTRIS-LAUNCH"
      ],
      "handling": "只保留历史自述，币种、财务截至日、经常性定义及法律主体/收入确认未核，不纳入可比同期ARR或平台MRR，未做独立技术测试。"
    },
    {
      "id": "INDUSTRY2-R-20",
      "type": "行业第二批训练数据及专业交付复核",
      "company": "原C07第二批20家公司",
      "scope": "companies",
      "companyIds": [
        "YC30602",
        "YC30603",
        "YC30614",
        "YC30629",
        "YC30641",
        "YC30657",
        "YC30666",
        "YC30668",
        "YC30677",
        "YC30683",
        "YC30685",
        "YC30689",
        "YC30698",
        "YC30701",
        "YC30709",
        "YC30715",
        "YC30716",
        "YC30719",
        "YC30726",
        "YC30727"
      ],
      "summary": "20项当前主营及相关发布已读，8项官网及Overdrive原始发布补充；12项留C07、8项转其他类别。Topological模型研发、Theora训练数据、Nori个人应用、Finto通用财务及销售/市场研究分开。",
      "evidenceIds": [
        "INDUSTRY2-CAT-YC30602",
        "INDUSTRY2-CAT-YC30603",
        "INDUSTRY2-CAT-YC30614",
        "INDUSTRY2-CAT-YC30629",
        "INDUSTRY2-CAT-YC30641",
        "INDUSTRY2-CAT-YC30657",
        "INDUSTRY2-CAT-YC30666",
        "INDUSTRY2-CAT-YC30668",
        "INDUSTRY2-CAT-YC30677",
        "INDUSTRY2-CAT-YC30683",
        "INDUSTRY2-CAT-YC30685",
        "INDUSTRY2-CAT-YC30689",
        "INDUSTRY2-CAT-YC30698",
        "INDUSTRY2-CAT-YC30701",
        "INDUSTRY2-CAT-YC30709",
        "INDUSTRY2-CAT-YC30715",
        "INDUSTRY2-CAT-YC30716",
        "INDUSTRY2-CAT-YC30719",
        "INDUSTRY2-CAT-YC30726",
        "INDUSTRY2-CAT-YC30727",
        "INDUSTRY2-TOPOLOGICAL-HOME",
        "INDUSTRY2-THEORA-HOME",
        "INDUSTRY2-B12-HOME",
        "INDUSTRY2-AUTUMN-HOME",
        "INDUSTRY2-OVERDRIVE-HOME",
        "INDUSTRY2-ASTOR-HOME",
        "INDUSTRY2-WEDGE-HOME",
        "INDUSTRY2-ALARA-HOME",
        "INDUSTRY2-OVERDRIVE-LAUNCH"
      ],
      "handling": "Overdrive人工账单及拟收购、b12科研软件/实验交付、Alara商品采购分别记业务模式。索赔、旧雇主增收/节省、客户AUM、演示资产、数据索引和科研宣传不当自身收入或独立技术验证。无新增可比MRR。"
    },
    {
      "id": "INDUSTRY3-R-25",
      "type": "行业第三批专业服务与通用工作分类复核",
      "company": "原C07第三批25家公司",
      "scope": "companies",
      "companyIds": [
        "YC30734",
        "YC30735",
        "YC30736",
        "YC30742",
        "YC30747",
        "YC30749",
        "YC30754",
        "YC30775",
        "YC30779",
        "YC30794",
        "YC30799",
        "YC30818",
        "YC30845",
        "YC30878",
        "YC30889",
        "YC30911",
        "YC30917",
        "YC30918",
        "YC30920",
        "YC30924",
        "YC30925",
        "YC30927",
        "YC30944",
        "YC30945",
        "YC30953"
      ],
      "summary": "25项主营及相关发布节选已读，补8项官网资料或访问缺项；17保留C07、8迁通用工作/销售/实体产业。经纪、招聘、样本服务与行业软件并列收费及成本边界。",
      "evidenceIds": [
        "INDUSTRY3-CAT-YC30734",
        "INDUSTRY3-CAT-YC30735",
        "INDUSTRY3-CAT-YC30736",
        "INDUSTRY3-CAT-YC30742",
        "INDUSTRY3-CAT-YC30747",
        "INDUSTRY3-CAT-YC30749",
        "INDUSTRY3-CAT-YC30754",
        "INDUSTRY3-CAT-YC30775",
        "INDUSTRY3-CAT-YC30779",
        "INDUSTRY3-CAT-YC30794",
        "INDUSTRY3-CAT-YC30799",
        "INDUSTRY3-CAT-YC30818",
        "INDUSTRY3-CAT-YC30845",
        "INDUSTRY3-CAT-YC30878",
        "INDUSTRY3-CAT-YC30889",
        "INDUSTRY3-CAT-YC30911",
        "INDUSTRY3-CAT-YC30917",
        "INDUSTRY3-CAT-YC30918",
        "INDUSTRY3-CAT-YC30920",
        "INDUSTRY3-CAT-YC30924",
        "INDUSTRY3-CAT-YC30925",
        "INDUSTRY3-CAT-YC30927",
        "INDUSTRY3-CAT-YC30944",
        "INDUSTRY3-CAT-YC30945",
        "INDUSTRY3-CAT-YC30953",
        "INDUSTRY3-VULCAN-HOME",
        "INDUSTRY3-ZALOS-HOME",
        "INDUSTRY3-CASEY-HOME",
        "INDUSTRY3-RELAW-HOME",
        "INDUSTRY3-PARES-HOME",
        "INDUSTRY3-FERNSTONE-ACCESS",
        "INDUSTRY3-PRISM-HOME",
        "INDUSTRY3-PACELINE-HOME"
      ],
      "handling": "PARES现YC服务与官网软件口径并列，Prism新旧招聘报价分期，Casey实际经纪与旧基础设施发布分开。患者减免、客户报价/项目、旧基金及旧雇主收购值均排除公司收入；没有新增可比MRR，政府法律/资质及模型效果均未独立验。"
    },
    {
      "id": "INDUSTRY4-R-25",
      "type": "行业第四批主体及专业服务收入复核",
      "company": "原C07第四批25家公司",
      "scope": "companies",
      "companyIds": [
        "YC30962",
        "YC30970",
        "YC30977",
        "YC30993",
        "YC31000",
        "YC31002",
        "YC31005",
        "YC31020",
        "YC31025",
        "YC31030",
        "YC31048",
        "YC31057",
        "YC31064",
        "YC31077",
        "YC31083",
        "YC31086",
        "YC31090",
        "YC31113",
        "YC31127",
        "YC31129",
        "YC31132",
        "YC31146",
        "YC31153",
        "YC31156",
        "YC31163"
      ],
      "summary": "25项主营及相关发布已读，补8项官网资料；20项留C07，5项按交付迁移。Origin现数据供给、Vector服务/平台主体、Moritz事项费及Perfectly招聘代理分别记边界。",
      "evidenceIds": [
        "INDUSTRY4-CAT-YC30962",
        "INDUSTRY4-CAT-YC30970",
        "INDUSTRY4-CAT-YC30977",
        "INDUSTRY4-CAT-YC30993",
        "INDUSTRY4-CAT-YC31000",
        "INDUSTRY4-CAT-YC31002",
        "INDUSTRY4-CAT-YC31005",
        "INDUSTRY4-CAT-YC31020",
        "INDUSTRY4-CAT-YC31025",
        "INDUSTRY4-CAT-YC31030",
        "INDUSTRY4-CAT-YC31048",
        "INDUSTRY4-CAT-YC31057",
        "INDUSTRY4-CAT-YC31064",
        "INDUSTRY4-CAT-YC31077",
        "INDUSTRY4-CAT-YC31083",
        "INDUSTRY4-CAT-YC31086",
        "INDUSTRY4-CAT-YC31090",
        "INDUSTRY4-CAT-YC31113",
        "INDUSTRY4-CAT-YC31127",
        "INDUSTRY4-CAT-YC31129",
        "INDUSTRY4-CAT-YC31132",
        "INDUSTRY4-CAT-YC31146",
        "INDUSTRY4-CAT-YC31153",
        "INDUSTRY4-CAT-YC31156",
        "INDUSTRY4-CAT-YC31163",
        "INDUSTRY4-ORIGIN-HOME",
        "INDUSTRY4-CELLTYPE-HOME",
        "INDUSTRY4-PERFECTLY-HOME",
        "INDUSTRY4-MORITZ-HOME",
        "INDUSTRY4-HALADIR-HOME",
        "INDUSTRY4-EXONIC-HOME",
        "INDUSTRY4-VECTOR-HOME",
        "INDUSTRY4-PRESCIENCE-HOME"
      ],
      "handling": "客户基金AUM、律师经手交易、客户节省和旧雇主税款/并购/ARR均排除营收。无新增可比MRR；模型论文关联、医学疗效、保险牌照、监管旧表述和软件/服务比例不作独立验证。"
    },
    {
      "id": "INDUSTRY5-R-30",
      "type": "行业第五批主营、人工及主体复核",
      "company": "原C07第五批30家公司",
      "scope": "companies",
      "companyIds": [
        "YC31167",
        "YC31187",
        "YC31195",
        "YC31197",
        "YC31198",
        "YC31240",
        "YC31247",
        "YC31257",
        "YC31264",
        "YC31268",
        "YC31303",
        "YC31330",
        "YC31340",
        "YC31383",
        "YC31390",
        "YC31402",
        "YC31412",
        "YC31418",
        "YC31420",
        "YC31430",
        "YC31464",
        "YC31477",
        "YC31511",
        "YC31525",
        "YC31528",
        "YC31533",
        "YC31534",
        "YC31539"
      ],
      "summary": "30项主营及相关发布已读，23保留行业专业应用，7项转通用企业、个人健康或模型环境；选定官网另列，Patientdesk与Atlas收入专项分别记。",
      "evidenceIds": [
        "INDUSTRY5-CAT-YC31167",
        "INDUSTRY5-CAT-YC31187",
        "INDUSTRY5-CAT-YC31195",
        "INDUSTRY5-CAT-YC31197",
        "INDUSTRY5-CAT-YC31198",
        "INDUSTRY5-CAT-YC31240",
        "INDUSTRY5-CAT-YC31247",
        "INDUSTRY5-CAT-YC31257",
        "INDUSTRY5-CAT-YC31264",
        "INDUSTRY5-CAT-YC31268",
        "INDUSTRY5-CAT-YC31303",
        "INDUSTRY5-CAT-YC31330",
        "INDUSTRY5-CAT-YC31340",
        "INDUSTRY5-CAT-YC31383",
        "INDUSTRY5-CAT-YC31390",
        "INDUSTRY5-CAT-YC31402",
        "INDUSTRY5-CAT-YC31412",
        "INDUSTRY5-CAT-YC31418",
        "INDUSTRY5-CAT-YC31420",
        "INDUSTRY5-CAT-YC31430",
        "INDUSTRY5-CAT-YC31464",
        "INDUSTRY5-CAT-YC31477",
        "INDUSTRY5-CAT-YC31511",
        "INDUSTRY5-CAT-YC31525",
        "INDUSTRY5-CAT-YC31528",
        "INDUSTRY5-CAT-YC31533",
        "INDUSTRY5-CAT-YC31534",
        "INDUSTRY5-CAT-YC31539",
        "INDUSTRY5-ATLIA-HOME",
        "INDUSTRY5-COVA-HOME",
        "INDUSTRY5-KIMPTON-HOME",
        "INDUSTRY5-SORIA-ACCESS",
        "INDUSTRY5-BIOSTACK-HOME",
        "INDUSTRY5-ARZANA-HOME",
        "INDUSTRY5-LATTICE-HOME",
        "INDUSTRY5-KLAIMEE-HOME"
      ],
      "handling": "Atlia当地运营、Cova护理和人工支持、Arzana驻场、律师服务与软件费用分开。客户资产、节省、旧雇主业绩和示例报价不作营收；专业许可、医疗及模型效果未独立核。"
    },
    {
      "id": "INDUSTRY5-R-PATIENTDESK",
      "type": "收入自述与确认边界复核",
      "company": "Patientdesk.ai",
      "scope": "companies",
      "companyIds": [
        "YC31183"
      ],
      "summary": "历史17k和50k MRR为同一八周起终点，180万客户增收另记；现澳元报价不能确定旧币种。此前营销代理与现签约主体关系未核。",
      "evidenceIds": [
        "INDUSTRY5-CAT-YC31183",
        "INDUSTRY5-PATIENTDESK-PRICE",
        "INDUSTRY5-PATIENTDESK-LAUNCH"
      ],
      "handling": "未核财务截至日、账单、收款、收入确认、主体及经常性；不入可比同期MRR/ARR，技术仅公开描述层，未做独立效果复测。"
    },
    {
      "id": "INDUSTRY5-R-ATLAS",
      "type": "收入自述与确认边界复核",
      "company": "Atlas Discovery",
      "scope": "companies",
      "companyIds": [
        "YC31532"
      ],
      "summary": "六位数合同与八位数意向分别保留下限，币种及具体金额未给；合同不等确认营收，意向不等签约，不合计或年化。",
      "evidenceIds": [
        "INDUSTRY5-CAT-YC31532",
        "INDUSTRY5-ATLAS-HOME",
        "INDUSTRY5-ATLAS-LAUNCH"
      ],
      "handling": "未核财务截至日、账单、收款、收入确认、主体及经常性；不入可比同期MRR/ARR，技术仅公开描述层，未做独立效果复测。"
    },
    {
      "id": "INDUSTRY6-R-20",
      "type": "行业第六批专业服务、模型及营收边界复核",
      "company": "原C07第六批20家公司",
      "scope": "companies",
      "companyIds": [
        "YC31549",
        "YC31552",
        "YC31562",
        "YC31564",
        "YC31989",
        "YC32124",
        "YC32127",
        "YC32187",
        "YC32195",
        "YC32204",
        "YC32254",
        "YC32522",
        "YC32523",
        "YC32525",
        "YC32551",
        "YC32620",
        "YC32625",
        "YC32650"
      ],
      "summary": "20项主营及相关发布已读，18留行业、Maingen移模型训练环境、Prodigy依行业模型研发主张暂移基础模型；11项官网或发布补证。",
      "evidenceIds": [
        "INDUSTRY6-CAT-YC31549",
        "INDUSTRY6-CAT-YC31552",
        "INDUSTRY6-CAT-YC31562",
        "INDUSTRY6-CAT-YC31564",
        "INDUSTRY6-CAT-YC31989",
        "INDUSTRY6-CAT-YC32124",
        "INDUSTRY6-CAT-YC32127",
        "INDUSTRY6-CAT-YC32187",
        "INDUSTRY6-CAT-YC32195",
        "INDUSTRY6-CAT-YC32204",
        "INDUSTRY6-CAT-YC32254",
        "INDUSTRY6-CAT-YC32522",
        "INDUSTRY6-CAT-YC32523",
        "INDUSTRY6-CAT-YC32525",
        "INDUSTRY6-CAT-YC32551",
        "INDUSTRY6-CAT-YC32620",
        "INDUSTRY6-CAT-YC32625",
        "INDUSTRY6-CAT-YC32650",
        "INDUSTRY6-ARCTIC-HOME",
        "INDUSTRY6-ENJAMB-HOME",
        "INDUSTRY6-RISK-HOME",
        "INDUSTRY6-RISK-PRICE",
        "INDUSTRY6-PRODIGY-HOME",
        "INDUSTRY6-ELITE-ACCESS",
        "INDUSTRY6-GRADON-LAUNCH"
      ],
      "handling": "专业专家、工程师、律师、经纪与纯软件分别描述；采用、客户AUM/项目/成本、前雇主收入、支付吞吐及交易回报不作ARR。Elite旧政府业务与现医疗分期，主体、资格与实际财务未核。"
    },
    {
      "id": "INDUSTRY6-R-RATIONAL",
      "type": "实际交付与观测适用性复核",
      "company": "Rational",
      "scope": "companies",
      "companyIds": [
        "YC32622"
      ],
      "summary": "旧会计事务所软件、内部财务员工与无人事务所发布分期；现年约创业服务含人审、企业软件保留最终复核，创业入口等待名单。",
      "evidenceIds": [
        "INDUSTRY6-CAT-YC32622",
        "INDUSTRY6-RATIONAL-PRICE",
        "INDUSTRY6-RATIONAL-WAIT"
      ],
      "handling": "不把年度价当已实现ARR、等待名单当付费或零人力宣传当已验证；专业服务和软件收入、实施、人力及税费分开待核。"
    },
    {
      "id": "INDUSTRY6-R-MAINGEN",
      "type": "实际交付与观测适用性复核",
      "company": "Maingen",
      "scope": "companies",
      "companyIds": [
        "YC32157"
      ],
      "summary": "现供给工业训练环境；已读SolarBench方法及结果，严格任务通过和模拟利润分别计量。",
      "evidenceIds": [
        "INDUSTRY6-CAT-YC32157",
        "INDUSTRY6-MAINGEN-HOME",
        "INDUSTRY6-MAINGEN-BENCH"
      ],
      "handling": "厂商报告未独立复测或读运行源码，模拟盈亏不当真实部署收益或公司收入，前支付吞吐亦排除。"
    },
    {
      "id": "INDUSTRY7-R-20",
      "type": "行业第七批实体控制及专业服务复核",
      "company": "原C07第七批20家公司",
      "scope": "companies",
      "companyIds": [
        "YC32717",
        "YC32751",
        "YC32782",
        "YC32848",
        "YC32914",
        "YC32948",
        "YC32979",
        "YC33017",
        "YC33050",
        "YC33059",
        "YC33062",
        "YC33178",
        "YC33179",
        "YC33282",
        "YC33314",
        "YC33318",
        "YC33344",
        "YC33540"
      ],
      "summary": "20项主营及相关发布节选已读，15留C07，Neuron/ProvenMetal/Dawn移实体产业，Palisade移企业防护，Osseus移模型数据环境；13项官网或发布补证。",
      "evidenceIds": [
        "INDUSTRY7-CAT-YC32717",
        "INDUSTRY7-CAT-YC32751",
        "INDUSTRY7-CAT-YC32782",
        "INDUSTRY7-CAT-YC32848",
        "INDUSTRY7-CAT-YC32914",
        "INDUSTRY7-CAT-YC32948",
        "INDUSTRY7-CAT-YC32979",
        "INDUSTRY7-CAT-YC33017",
        "INDUSTRY7-CAT-YC33050",
        "INDUSTRY7-CAT-YC33059",
        "INDUSTRY7-CAT-YC33062",
        "INDUSTRY7-CAT-YC33178",
        "INDUSTRY7-CAT-YC33179",
        "INDUSTRY7-CAT-YC33282",
        "INDUSTRY7-CAT-YC33314",
        "INDUSTRY7-CAT-YC33318",
        "INDUSTRY7-CAT-YC33344",
        "INDUSTRY7-CAT-YC33540",
        "INDUSTRY7-NEURON-HOME",
        "INDUSTRY7-PROVEN-HOME",
        "INDUSTRY7-LUCA-HOME",
        "INDUSTRY7-DAWN-ACCESS",
        "INDUSTRY7-PALISADE-ACCESS",
        "INDUSTRY7-OSSEUS-HOME",
        "INDUSTRY7-HILLSTAR-ACCESS"
      ],
      "handling": "工业上市与试点分期，制造网络不当自营工厂；人审、临床及实物成本与软件分开，AI不作税务数学、操作员审批、安全核验和具体资格不作独立保证。"
    },
    {
      "id": "INDUSTRY7-R-ALLIA",
      "type": "合同、产能及确认收入复核",
      "company": "Allia Health",
      "scope": "companies",
      "companyIds": [
        "YC33441"
      ],
      "summary": "签约下5000万以上年化护理产能不当ARR；旧计划九月交付与当前EHR/独立临床网络分开。",
      "evidenceIds": [
        "INDUSTRY7-CAT-YC33441",
        "INDUSTRY7-ALLIA-HOME",
        "INDUSTRY7-ALLIA-PAYERS",
        "INDUSTRY7-ALLIA-NETWORK",
        "INDUSTRY7-ALLIA-LAUNCH"
      ],
      "handling": "8000采用者不当员工或付费数，免费EHR不等公司无其他收费；成员诊所收入不自动并表，合同、护理量、净回款及创始人模型表现归属待核。"
    },
    {
      "id": "INDUSTRY7-R-SPACEFLOW",
      "type": "合同、产能及确认收入复核",
      "company": "SpaceFlow Technologies, Inc.",
      "scope": "companies",
      "companyIds": [
        "YC33311"
      ],
      "summary": "采购服务的4亿管理支出、六位数合同、客户节省、未来10亿目标及创始人旧服务收入分别记录。",
      "evidenceIds": [
        "INDUSTRY7-CAT-YC33311",
        "INDUSTRY7-SPACEFLOW-LAUNCH",
        "INDUSTRY7-SPACEFLOW-ACCESS"
      ],
      "handling": "未取得合同、币种、覆盖期、履约和确认口径，不将已签或目标收入年化；平台内部运营和专业服务成本待核，官网可读缺项保留。"
    },
    {
      "id": "INDUSTRY8-R-19",
      "type": "行业末批买家、交付及数字归属复核",
      "company": "原C07末批19家公司",
      "scope": "companies",
      "companyIds": [
        "YC33804",
        "YC33805",
        "YC35092",
        "YC35125",
        "YC35422",
        "YC35685",
        "YC35983",
        "YC36084",
        "YC36086",
        "YC36577",
        "YC36644",
        "YC37203",
        "YC37401",
        "YC37533",
        "YC37600",
        "YC37601",
        "YC37831"
      ],
      "summary": "19项主营及相关发布节选已读，14留C07，个人财富2项移C09、机器人及开发建设2项移C10、通用财务1项移C05；11项官网/条款/公告补证。",
      "evidenceIds": [
        "INDUSTRY8-CAT-YC33804",
        "INDUSTRY8-CAT-YC33805",
        "INDUSTRY8-CAT-YC35092",
        "INDUSTRY8-CAT-YC35125",
        "INDUSTRY8-CAT-YC35422",
        "INDUSTRY8-CAT-YC35685",
        "INDUSTRY8-CAT-YC35983",
        "INDUSTRY8-CAT-YC36084",
        "INDUSTRY8-CAT-YC36086",
        "INDUSTRY8-CAT-YC36577",
        "INDUSTRY8-CAT-YC36644",
        "INDUSTRY8-CAT-YC37203",
        "INDUSTRY8-CAT-YC37401",
        "INDUSTRY8-CAT-YC37533",
        "INDUSTRY8-CAT-YC37600",
        "INDUSTRY8-CAT-YC37601",
        "INDUSTRY8-CAT-YC37831",
        "INDUSTRY8-VOLAREN-HOME",
        "INDUSTRY8-THESEUS-HOME",
        "INDUSTRY8-EDVIRO-HOME",
        "INDUSTRY8-VOUCH-ACCESS",
        "INDUSTRY8-HABU-ACCESS",
        "INDUSTRY8-CARDINAL-ACCESS"
      ],
      "handling": "Edviro识别成本与自述节省不重复累加；HABU为实体开发服务、Cardinal未认证课程、Theseus预览阶段和Volaren演示账户分开。客户产出、损失、节省、旧项目和收入均不作当前营收。"
    },
    {
      "id": "INDUSTRY8-R-DECENT",
      "type": "主体沿革及演示数字复核",
      "company": "Decent",
      "scope": "companies",
      "companyIds": [
        "YC37274"
      ],
      "summary": "创始人2026-09-29称新主体新团队，关于页明确第二家同名公司；现条款列Decent Labs Inc.并非承保人。",
      "evidenceIds": [
        "INDUSTRY8-CAT-YC37274",
        "INDUSTRY8-DECENT-HOME",
        "INDUSTRY8-DECENT-ABOUT",
        "INDUSTRY8-DECENT-TERMS",
        "INDUSTRY8-DECENT-NEW"
      ],
      "handling": "保留2026目录字段并补原始来源，不仅凭旧品牌改年，也不将条款更新当注册日。现佣金与旧融资、计划业绩及客户节省分开；完整法律沿革及结算待核。"
    },
    {
      "id": "INDUSTRY8-R-SINTROPIX",
      "type": "主体沿革及演示数字复核",
      "company": "Sintropix",
      "scope": "companies",
      "companyIds": [
        "YC37995"
      ],
      "summary": "现官网为LATAM跨国财务ERP，移通用企业工作；420万ARR、Acme合同与账户仅产品界面，不能当公司收入。",
      "evidenceIds": [
        "INDUSTRY8-CAT-YC37995",
        "INDUSTRY8-SINTROPIX-HOME"
      ],
      "handling": "演示日期不能充当财务截至日；收入继续未知，不将界面Stripe、客户账目或自动态样例当已核收款，收费、财务和技术作用另待核。"
    },
    {
      "id": "INDUSTRY9-R-TAGS20",
      "type": "行业原标签池首批主营复核",
      "company": "原C07目录标签初分首批20家公司",
      "scope": "companies",
      "companyIds": [
        "YC30384",
        "YC30399",
        "YC30413",
        "YC30426",
        "YC30429",
        "YC30552",
        "YC30615",
        "YC30636",
        "YC30655",
        "YC30663",
        "YC30673",
        "YC30681",
        "YC30695",
        "YC30731",
        "YC30774",
        "YC30791",
        "YC30835",
        "YC30856"
      ],
      "summary": "20项主营及相关发布节选已读，15保留行业、5移个人/实体传感/Agent商务设施/客户运营；另13项官网/文档及访问缺项，F4与Opennote专项分开。",
      "evidenceIds": [
        "INDUSTRY9-CAT-YC30384",
        "INDUSTRY9-CAT-YC30399",
        "INDUSTRY9-CAT-YC30413",
        "INDUSTRY9-CAT-YC30426",
        "INDUSTRY9-CAT-YC30429",
        "INDUSTRY9-CAT-YC30552",
        "INDUSTRY9-CAT-YC30615",
        "INDUSTRY9-CAT-YC30636",
        "INDUSTRY9-CAT-YC30655",
        "INDUSTRY9-CAT-YC30663",
        "INDUSTRY9-CAT-YC30673",
        "INDUSTRY9-CAT-YC30681",
        "INDUSTRY9-CAT-YC30695",
        "INDUSTRY9-CAT-YC30731",
        "INDUSTRY9-CAT-YC30774",
        "INDUSTRY9-CAT-YC30791",
        "INDUSTRY9-CAT-YC30835",
        "INDUSTRY9-CAT-YC30856",
        "INDUSTRY9-CHANNEL-HOME",
        "INDUSTRY9-CHANNEL-PRICE",
        "INDUSTRY9-CHANNEL-COMMISSION-ACCESS",
        "INDUSTRY9-NEXA-HOME",
        "INDUSTRY9-SIEVE-HOME",
        "INDUSTRY9-SERAFIS-HOME",
        "INDUSTRY9-FREKIL-HOME",
        "INDUSTRY9-CHESTNUT-ACCESS",
        "INDUSTRY9-RALO-HOME",
        "INDUSTRY9-CLAIM-HOME"
      ],
      "handling": "专业人审、贷款经纪及硬件/软件成本分开；客户资产、漏收、节省、示例收入和旧雇主业绩不作当前ARR。Frekil转型、Conviction附载Parachute旧发布和Nexa收购状态保留缺项。"
    },
    {
      "id": "INDUSTRY9-R-F4",
      "type": "AI相关性及产品存续复核",
      "company": "F4 Industries",
      "scope": "companies",
      "companyIds": [
        "YC30741"
      ],
      "summary": "官网及YC当前明确图纸分析不使用AI，核心为本地确定性检查；原目录标签来源保留作对照。",
      "evidenceIds": [
        "INDUSTRY9-CAT-YC30741",
        "INDUSTRY9-F4-HOME"
      ],
      "handling": "不认定当前AI主营已确认，不把自动化等同AI或据前Tesla项目推能力/规模。AI其他作用、专业审核服务、资质和付费仍待核。"
    },
    {
      "id": "INDUSTRY9-R-OPENNOTE",
      "type": "AI相关性及产品存续复核",
      "company": "Opennote",
      "scope": "companies",
      "companyIds": [
        "YC30743"
      ],
      "summary": "官网现公告被Reducto收购且应用已下线，2025学生工具和当前目录笔记描述仅作历史。",
      "evidenceIds": [
        "INDUSTRY9-CAT-YC30743",
        "INDUSTRY9-OPENNOTE-HOME",
        "INDUSTRY9-OPENNOTE-ANNOUNCE"
      ],
      "handling": "交易条款、实际交割、历史收入及用户迁移未核；不把收购公告当营收，不继承买方业绩或继续当可购买现产品。"
    },
    {
      "id": "INDUSTRY10-R-TAGS20",
      "type": "行业原标签池第二批当前交付复核",
      "company": "原C07目录标签初分第二批20家公司",
      "scope": "companies",
      "companyIds": [
        "YC30865",
        "YC30868",
        "YC30869",
        "YC30873",
        "YC30886",
        "YC30888",
        "YC30900",
        "YC30915",
        "YC30936",
        "YC30949",
        "YC30981",
        "YC30982",
        "YC30996",
        "YC31007",
        "YC31076",
        "YC31130",
        "YC31243",
        "YC31246",
        "YC31261"
      ],
      "summary": "20项主营及相关发布节选已读，9保留行业、11按当前交付迁移；另11项官网/定价/发布资料，Litmus收入与能力专项分开。",
      "evidenceIds": [
        "INDUSTRY10-CAT-YC30865",
        "INDUSTRY10-CAT-YC30868",
        "INDUSTRY10-CAT-YC30869",
        "INDUSTRY10-CAT-YC30873",
        "INDUSTRY10-CAT-YC30886",
        "INDUSTRY10-CAT-YC30888",
        "INDUSTRY10-CAT-YC30900",
        "INDUSTRY10-CAT-YC30915",
        "INDUSTRY10-CAT-YC30936",
        "INDUSTRY10-CAT-YC30949",
        "INDUSTRY10-CAT-YC30981",
        "INDUSTRY10-CAT-YC30982",
        "INDUSTRY10-CAT-YC30996",
        "INDUSTRY10-CAT-YC31007",
        "INDUSTRY10-CAT-YC31076",
        "INDUSTRY10-CAT-YC31130",
        "INDUSTRY10-CAT-YC31243",
        "INDUSTRY10-CAT-YC31246",
        "INDUSTRY10-CAT-YC31261",
        "INDUSTRY10-AXIAL-ACCESS",
        "INDUSTRY10-LOGOS-HOME",
        "INDUSTRY10-LOGOS-ENTERPRISE",
        "INDUSTRY10-TELL-HOME",
        "INDUSTRY10-INTH-HOME",
        "INDUSTRY10-INTH-PRICE",
        "INDUSTRY10-CONTROL-HOME",
        "INDUSTRY10-CONTROL-PRICE",
        "INDUSTRY10-FINALDOSE-HOME"
      ],
      "handling": "LogosGuard个人和企业部署范围、Control Seat现硬件维护与旧集成、Inth订阅及AI用量、Axial现内核与旧制造分别记录；FinalDose治癌及AI实际作用未核，不从域名/可编程分子确认AI或临床能力。客户节省、专利支出、前机构资产和旧咨询收入排除。"
    },
    {
      "id": "INDUSTRY10-R-LITMUS",
      "type": "招聘评测历史ARR及技术适用性复核",
      "company": "Litmus",
      "scope": "companies",
      "companyIds": [
        "YC31304"
      ],
      "summary": "原文$60k历史ARR单列，3000多次评测是采用工作量，现按需求/量签定制合同；评估对象是人类候选而非通用模型。",
      "evidenceIds": [
        "INDUSTRY10-CAT-YC31304",
        "INDUSTRY10-LITMUS-HOME",
        "INDUSTRY10-LITMUS-LAUNCH"
      ],
      "handling": "精确财务日、币种、经常性、收款及服务拆分待核，不入同期可比ARR或平台MRR。演示测试与沙盒执行描述不等独立技术评测或评分公平保证，招聘决定仍需用户负责。"
    },
    {
      "id": "INDUSTRY11-R-TAGS28",
      "type": "行业原标签池最终28项交付复核",
      "company": "原C07目录标签池剩余28家公司",
      "scope": "companies",
      "companyIds": [
        "YC31363",
        "YC31374",
        "YC31440",
        "YC31461",
        "YC31490",
        "YC31520",
        "YC31858",
        "YC32122",
        "YC32189",
        "YC32194",
        "YC32222",
        "YC32286",
        "YC32352",
        "YC32617",
        "YC32682",
        "YC32985",
        "YC33023",
        "YC33317",
        "YC34862",
        "YC35128",
        "YC35190",
        "YC35266",
        "YC35322",
        "YC36015",
        "YC36181",
        "YC36576",
        "YC36940"
      ],
      "summary": "28项当前主营及相关发布节选已读；15保留行业、13迁移。原68项标签池全部主营复核，合计39保留、29迁移，不代表所有财务/能力已核。",
      "evidenceIds": [
        "INDUSTRY11-CAT-YC31363",
        "INDUSTRY11-CAT-YC31374",
        "INDUSTRY11-CAT-YC31440",
        "INDUSTRY11-CAT-YC31461",
        "INDUSTRY11-CAT-YC31490",
        "INDUSTRY11-CAT-YC31520",
        "INDUSTRY11-CAT-YC31858",
        "INDUSTRY11-CAT-YC32122",
        "INDUSTRY11-CAT-YC32189",
        "INDUSTRY11-CAT-YC32194",
        "INDUSTRY11-CAT-YC32222",
        "INDUSTRY11-CAT-YC32286",
        "INDUSTRY11-CAT-YC32352",
        "INDUSTRY11-CAT-YC32617",
        "INDUSTRY11-CAT-YC32682",
        "INDUSTRY11-CAT-YC32985",
        "INDUSTRY11-CAT-YC33023",
        "INDUSTRY11-CAT-YC33317",
        "INDUSTRY11-CAT-YC34862",
        "INDUSTRY11-CAT-YC35128",
        "INDUSTRY11-CAT-YC35190",
        "INDUSTRY11-CAT-YC35266",
        "INDUSTRY11-CAT-YC35322",
        "INDUSTRY11-CAT-YC36015",
        "INDUSTRY11-CAT-YC36181",
        "INDUSTRY11-CAT-YC36576",
        "INDUSTRY11-CAT-YC36940",
        "INDUSTRY11-TRUEMILE-HOME",
        "INDUSTRY11-DEFINITE-HOME",
        "INDUSTRY11-AGI-ACCESS",
        "INDUSTRY11-VELTHA-HOME",
        "INDUSTRY11-AUDUN-HOME",
        "INDUSTRY11-IGNITION-HOME",
        "INDUSTRY11-DONKEY-HOME",
        "INDUSTRY11-TRUEMILE-LAUNCH",
        "INDUSTRY11-MOUNT-LAUNCH",
        "INDUSTRY11-VELTHA-TPA",
        "INDUSTRY11-IGNITION-LAUNCH",
        "INDUSTRY11-LUMERIA-PREORDER",
        "INDUSTRY11-LEVOCRED-RECEIVABLES",
        "INDUSTRY11-LANTERN-OLD-SALES"
      ],
      "handling": "自营贸易、运输、制造及检测和软件分开；Definite示例、Veltha演示赔款、客户资产和旧公司销售排除。Veltha官网与TPA发布、AGI Deploy与Mount、TrueMile家族业务沿革分别留缺。Verdant和Sutrix付费采用不推MRR。"
    },
    {
      "id": "INDUSTRY11-R-LOCKE",
      "type": "专业服务年化收入与ARR区别",
      "company": "Locke",
      "scope": "companies",
      "companyIds": [
        "YC33283"
      ],
      "summary": "原始发布称超过50万annual revenue run-rate，录为历史年化收入而非ARR；官网确认内部政策专家与Agent协作。",
      "evidenceIds": [
        "INDUSTRY11-CAT-YC33283",
        "INDUSTRY11-LOCKE-HOME",
        "INDUSTRY11-LOCKE-LAUNCH"
      ],
      "handling": "原文$币种、精确财务日、实际回款、合同经常性及人力/软件分摊未核；Justinian AI, Inc.页脚非注册证明。不能按专业服务运行率计算同期SaaS行业平均ARR或造假概率。"
    },
    {
      "id": "MODELTAG-R-CLASS",
      "type": "模型原标签池26项当前交付复核",
      "company": "模型原标签池及相关交付",
      "scope": "companies",
      "companyIds": [
        "YC30350",
        "YC30352",
        "YC30446",
        "YC30462",
        "YC30488",
        "YC30620",
        "YC30622",
        "YC30643",
        "YC30652",
        "YC30730",
        "YC30851",
        "YC30899",
        "YC31181",
        "YC31258",
        "YC31277",
        "YC32198",
        "YC32257",
        "YC32484",
        "YC32624",
        "YC33310",
        "YC33345",
        "YC33639",
        "YC33806",
        "YC36741"
      ],
      "summary": "26项主营/相关发布已读，17保留模型设施、9迁移。Nuntius及Perit信息不足保留暂分类，Sylvian现代理与旧竞赛数据分期。",
      "evidenceIds": [
        "MODELTAG-CAT-YC30350",
        "MODELTAG-CAT-YC30352",
        "MODELTAG-CAT-YC30446",
        "MODELTAG-CAT-YC30462",
        "MODELTAG-CAT-YC30488",
        "MODELTAG-CAT-YC30620",
        "MODELTAG-CAT-YC30622",
        "MODELTAG-CAT-YC30643",
        "MODELTAG-CAT-YC30652",
        "MODELTAG-CAT-YC30730",
        "MODELTAG-CAT-YC30851",
        "MODELTAG-CAT-YC30899",
        "MODELTAG-CAT-YC31181",
        "MODELTAG-CAT-YC31258",
        "MODELTAG-CAT-YC31277",
        "MODELTAG-CAT-YC32198",
        "MODELTAG-CAT-YC32257",
        "MODELTAG-CAT-YC32484",
        "MODELTAG-CAT-YC32624",
        "MODELTAG-CAT-YC33310",
        "MODELTAG-CAT-YC33345",
        "MODELTAG-CAT-YC33639",
        "MODELTAG-CAT-YC33806",
        "MODELTAG-CAT-YC36741",
        "MODELTAG-MONTE-HOME",
        "MODELTAG-THETA-HOME",
        "MODELTAG-CUE-HOME",
        "MODELTAG-NUNTIUS-HOME",
        "MODELTAG-SYLVIAN-ACCESS",
        "MODELTAG-PERIT-ACCESS",
        "MODELTAG-FREESOLO-HOME",
        "MODELTAG-ONDECK-HOME",
        "MODELTAG-MAGMA-HOME",
        "MODELTAG-EXPERIENTIAL-HOME",
        "MODELTAG-EXPERIENTIAL-PRICE",
        "MODELTAG-SPECTRE-HOME",
        "MODELTAG-ONDECK-OLD-REV",
        "MODELTAG-BIDFLOW-OLD-REV",
        "MODELTAG-DIPOLE-CAPACITY",
        "MODELTAG-MAGMA-LAUNCH",
        "MODELTAG-FREESOLO-LAUNCH"
      ],
      "handling": "OnDeck/Stellon自有领域模型、零售/电气行业应用、Dream实体相机、Spectre自营交易及Fabraix测试设施分开；旧收入、潜在容量、分成示例和报价不进入可比ARR。现有原始发现审计与年份/团队保留。"
    },
    {
      "id": "MODELTAG-R-STELLON",
      "type": "边缘语音模型公开材料及许可范围",
      "company": "Stellon Labs",
      "scope": "companies",
      "companyIds": [
        "YC30676"
      ],
      "summary": "现模型卡/目录和代码、权重许可证可读，公开材料等级不等独立测试。",
      "evidenceIds": [
        "MODELTAG-CAT-YC30676",
        "MODELTAG-STELLON-HOME",
        "MODELTAG-KITTEN-REPO",
        "MODELTAG-KITTEN-CODE-LICENSE",
        "MODELTAG-KITTEN-MODEL",
        "MODELTAG-KITTEN-FILES",
        "MODELTAG-KITTEN-WEIGHT-LICENSE"
      ],
      "handling": "旧小于25MB型号不混同当前1.7B模型；代码Apache与权重社区许可分别记录，许可证2024日期不证明公司2024成立。未运行、安装或验证实时性、音质、下载量及收入。"
    },
    {
      "id": "MODELTAG-R-KAIROS",
      "type": "企业定制代理及Telos自测适用范围",
      "company": "Kairos",
      "scope": "companies",
      "companyIds": [
        "YC30521"
      ],
      "summary": "企业部署为主，Telos记忆层自述不改底模权重，46任务4次主bm25配置。",
      "evidenceIds": [
        "MODELTAG-CAT-YC30521",
        "MODELTAG-KAIROS-HOME",
        "MODELTAG-TELOS-REPORT"
      ],
      "handling": "不以宣传99%外推全部应用，不把厂商自测当独立榜，5.4百分点与24%相对提升分开。注册、许可、数据流、合同和实际付费留缺。"
    },
    {
      "id": "DEVTAG1-R-CLASS",
      "type": "软件开发原标签池第一批25项复核",
      "company": "软件开发原标签池第一批",
      "scope": "companies",
      "companyIds": [
        "YC30402",
        "YC30431",
        "YC30449",
        "YC30468",
        "YC30497",
        "YC30539",
        "YC30610",
        "YC30638",
        "YC30651",
        "YC30660",
        "YC30691",
        "YC30699",
        "YC30722",
        "YC30762",
        "YC30768",
        "YC30804",
        "YC30863",
        "YC30864",
        "YC30903",
        "YC30969",
        "YC31001",
        "YC31022",
        "YC31147"
      ],
      "summary": "25项当前主营及相关发布已读，8保留开发、17按当前交付迁移；原51标签池还余26项未复核。",
      "evidenceIds": [
        "DEVTAG1-CAT-YC30402",
        "DEVTAG1-CAT-YC30431",
        "DEVTAG1-CAT-YC30449",
        "DEVTAG1-CAT-YC30468",
        "DEVTAG1-CAT-YC30497",
        "DEVTAG1-CAT-YC30539",
        "DEVTAG1-CAT-YC30610",
        "DEVTAG1-CAT-YC30638",
        "DEVTAG1-CAT-YC30651",
        "DEVTAG1-CAT-YC30660",
        "DEVTAG1-CAT-YC30691",
        "DEVTAG1-CAT-YC30699",
        "DEVTAG1-CAT-YC30722",
        "DEVTAG1-CAT-YC30762",
        "DEVTAG1-CAT-YC30768",
        "DEVTAG1-CAT-YC30804",
        "DEVTAG1-CAT-YC30863",
        "DEVTAG1-CAT-YC30864",
        "DEVTAG1-CAT-YC30903",
        "DEVTAG1-CAT-YC30969",
        "DEVTAG1-CAT-YC31001",
        "DEVTAG1-CAT-YC31022",
        "DEVTAG1-CAT-YC31147",
        "DEVTAG1-FEYN-ACCESS",
        "DEVTAG1-CLIDEY-HOME",
        "DEVTAG1-WHODB-HOME",
        "DEVTAG1-LOTAS-HOME",
        "DEVTAG1-VIBE-HOME",
        "DEVTAG1-ATTUNE-HOME",
        "DEVTAG1-MAGNITUDE-HOME",
        "DEVTAG1-KERNEL-PRICE",
        "DEVTAG1-OMNARA-HOME",
        "DEVTAG1-FASTSHOT-HOME",
        "DEVTAG1-EMBEDDER-HOME",
        "DEVTAG1-CONTEXT-HOME",
        "DEVTAG1-MLOP-HOME",
        "DEVTAG1-DARI-HOME",
        "DEVTAG1-KASH-HOME",
        "DEVTAG1-HUMAN-HOME",
        "DEVTAG1-KESTREL-HOME",
        "DEVTAG1-LUMINAL-OLD-ARR",
        "DEVTAG1-KERNEL-OLD-EXIT",
        "DEVTAG1-OMNARA-OLD-PRICE",
        "DEVTAG1-OKIBI-LAUNCH"
      ],
      "handling": "新旧产品、模型算力/Agent设施、通用数据工作、量化交易和社媒运营分别记录。Feyn/Helix官网缺项、Lotas联系页及dari空正文不当已读完整产品；客户收益、演示、赠额和旧业绩排除收入。"
    },
    {
      "id": "DEVTAG1-R-HELIX",
      "type": "Agent上下文数据库公开材料复核",
      "company": "HelixDB",
      "scope": "companies",
      "companyIds": [
        "YC30432"
      ],
      "summary": "README、目录及代码Apache许可可读，开源数据库和托管云服务分开；列public-artifact。",
      "evidenceIds": [
        "DEVTAG1-CAT-YC30432",
        "DEVTAG1-HELIX-ACCESS",
        "DEVTAG1-HELIX-REPO",
        "DEVTAG1-HELIX-LICENSE"
      ],
      "handling": "未固定commit、编译、运行或复现1—3数量级性能。公开代码及星标不是收入，实际托管价格/合同待核。"
    },
    {
      "id": "DEVTAG1-R-STAR",
      "type": "CI按量交付、采用与公开优化记录",
      "company": "StarSling",
      "scope": "companies",
      "companyIds": [
        "YC30545"
      ],
      "summary": "按CPU/GPU资源分钟交付，优化PR由客户审核合并，已读一个公开合并记录；二百万jobs只记采用。",
      "evidenceIds": [
        "DEVTAG1-CAT-YC30545",
        "DEVTAG1-STAR-HOME",
        "DEVTAG1-STAR-PR"
      ],
      "handling": "未读完整差异或运行日志、未独立复现6倍/13倍性能；按分钟费率和jobs量不能推ARR，模型费用、付费/免费和可用代理范围另列。"
    },
    {
      "id": "DEVTAG2-R-CLASS",
      "type": "软件开发原标签池最后26项复核",
      "company": "开发标签池最后26项",
      "scope": "companies",
      "companyIds": [
        "YC31165",
        "YC31216",
        "YC31230",
        "YC31241",
        "YC31327",
        "YC31432",
        "YC31454",
        "YC31591",
        "YC31592",
        "YC32089",
        "YC32230",
        "YC32262",
        "YC33014",
        "YC33936",
        "YC34431",
        "YC34629",
        "YC34893",
        "YC35258",
        "YC35395",
        "YC36643",
        "YC36972",
        "YC37038",
        "YC38061",
        "YC38953"
      ],
      "summary": "26项当前主营及相关发布已读：8保留C04、18迁移；原51项标签池主营已读完，合计16保留、35迁移。",
      "evidenceIds": [
        "DEVTAG2-CAT-YC31165",
        "DEVTAG2-CAT-YC31216",
        "DEVTAG2-CAT-YC31230",
        "DEVTAG2-CAT-YC31241",
        "DEVTAG2-CAT-YC31327",
        "DEVTAG2-CAT-YC31432",
        "DEVTAG2-CAT-YC31454",
        "DEVTAG2-CAT-YC31591",
        "DEVTAG2-CAT-YC31592",
        "DEVTAG2-CAT-YC32089",
        "DEVTAG2-CAT-YC32230",
        "DEVTAG2-CAT-YC32262",
        "DEVTAG2-CAT-YC33014",
        "DEVTAG2-CAT-YC33936",
        "DEVTAG2-CAT-YC34431",
        "DEVTAG2-CAT-YC34629",
        "DEVTAG2-CAT-YC34893",
        "DEVTAG2-CAT-YC35258",
        "DEVTAG2-CAT-YC35395",
        "DEVTAG2-CAT-YC36643",
        "DEVTAG2-CAT-YC36972",
        "DEVTAG2-CAT-YC37038",
        "DEVTAG2-CAT-YC38061",
        "DEVTAG2-CAT-YC38953",
        "DEVTAG2-KORSO-HOME",
        "DEVTAG2-KEYFRAME-HOME",
        "DEVTAG2-DECUFF-ACCESS",
        "DEVTAG2-RUNINFRA-HOME",
        "DEVTAG2-AGENT37-HOME",
        "DEVTAG2-MARITIME-HOME",
        "DEVTAG2-MARITIME-PRICE",
        "DEVTAG2-CODAG-HOME",
        "DEVTAG2-PAPAYA-HOME",
        "DEVTAG2-SPACE-HOME",
        "DEVTAG2-O11-HOME",
        "DEVTAG2-CAVEMAN-ACCESS",
        "DEVTAG2-WORKERS-HOME",
        "DEVTAG2-HOPLITE-HOME",
        "DEVTAG2-ARCHAL-HOME",
        "DEVTAG2-CORE-HOME",
        "DEVTAG2-ALKERA-HOME",
        "DEVTAG2-MIRRORS-ACCESS",
        "DEVTAG2-HUE-ACCESS",
        "DEVTAG2-HOPLITE-CREDITS",
        "DEVTAG2-PAPAYA-OLD-ARR",
        "DEVTAG2-CODAG-ADOPTION",
        "DEVTAG2-AGENT37-COST"
      ],
      "handling": "按被测对象区分App QA与Agent仿真，开发SRE与行业执业、模型推理与Agent设施、通用协作工作分开。Maritime套餐和Agent37按量并列，Archal暂未开放付费续用不当零营收证明。Korso、decuff、Hue、Mirrors、Caveman缺项和转型保留。"
    },
    {
      "id": "DEVTAG2-R-HERDR",
      "type": "代理运行设施材料及进程存活范围",
      "company": "herdr",
      "scope": "companies",
      "companyIds": [
        "YC34464"
      ],
      "summary": "后台core与App/旧TUI分开，关窗口持久不等机器重启续跑；公开代码材料等级不等独立测试。",
      "evidenceIds": [
        "DEVTAG2-CAT-YC34464",
        "DEVTAG2-HERDR-HOME",
        "DEVTAG2-HERDR-CORE",
        "DEVTAG2-HERDR-LICENSE"
      ],
      "handling": "状态由程序报告不等读取时真实进程已验证；重启后的新shell不是原任务恢复。25k星/34万下载保留历史范围，免费工具不推公司零收入。"
    },
    {
      "id": "DEVTAG2-R-RYSTIC",
      "type": "API模拟一致性自测与实际覆盖范围",
      "company": "Rystic",
      "scope": "companies",
      "companyIds": [
        "YC35751"
      ],
      "summary": "Stripe99.1%/1813探针、工作流及已知失败是厂商报告，其他服务/免费Pro能力分别限定。",
      "evidenceIds": [
        "DEVTAG2-CAT-YC35751",
        "DEVTAG2-RYSTIC-CATALOG"
      ],
      "handling": "不是所有API等价、代理总成功率或支付安全证明，没有运行模拟器/真实服务。探针、模型自测和完整独立测试分开，不以性能推当前付费。"
    },
    {
      "id": "UNCLEAR1-R-BUSINESS",
      "type": "AI不明候选后续入表与历史业务归属",
      "company": "Amby Health、TensorPool、Cedar、Autostep、Bloom、Cua、Capacitive、Refresh、Nixo、Scalar Field、Synthetic Society、Propolis、Den、Prox、Bud（Orchids历史团队）、Prism、Parametric",
      "scope": "companies",
      "companyIds": [
        "YC30238",
        "YC30333",
        "YC30343",
        "YC30408",
        "YC30412",
        "YC30420",
        "YC30428",
        "YC30454",
        "YC30494",
        "YC30514",
        "YC30520",
        "YC30536",
        "YC30538",
        "YC30592",
        "AI070",
        "AI030",
        "AI014"
      ],
      "summary": "14新增与3已有公司关联，保持产品转型、收购状态、当前网站不可读及法律主体缺项。",
      "evidenceIds": [
        "UNCLEAR1-30238-YC",
        "UNCLEAR1-30333-YC",
        "UNCLEAR1-30343-YC",
        "UNCLEAR1-30408-YC",
        "UNCLEAR1-30412-YC",
        "UNCLEAR1-30420-YC",
        "UNCLEAR1-30428-YC",
        "UNCLEAR1-30454-YC",
        "UNCLEAR1-30494-YC",
        "UNCLEAR1-30514-YC",
        "UNCLEAR1-30520-YC",
        "UNCLEAR1-30536-YC",
        "UNCLEAR1-30538-YC",
        "UNCLEAR1-30592-YC",
        "UNCLEAR1-30193-YC",
        "UNCLEAR1-30492-YC",
        "UNCLEAR1-30604-YC"
      ],
      "handling": "不回写原始1428/928发现审计；按当前任务分类，历史AI依据与现行交付分开，实际付费与技术实力仍待核。"
    },
    {
      "id": "UNCLEAR1-R-PENDING",
      "type": "AI邻接、通用设施与AI主营待核",
      "company": "YC AI不明候选首批",
      "scope": "dataset",
      "summary": "7项保留pending-ai；2025成立自述不等AI主营确认。",
      "evidenceIds": [
        "UNCLEAR1-INDEX",
        "UNCLEAR1-30285-YC",
        "UNCLEAR1-30367-YC",
        "UNCLEAR1-30448-YC",
        "UNCLEAR1-30452-YC",
        "UNCLEAR1-30502-YC",
        "UNCLEAR1-30556-YC",
        "UNCLEAR1-30560-YC"
      ],
      "handling": "Better Auth确有AI认证模块，但主营占比待核；能源、制造、通信、金融及通用数据库不因AI客户或创始人履历直接入表，不称永久排除。"
    },
    {
      "id": "UNCLEAR1-R-SCALAR",
      "type": "历史月收入、采用与客户示例分开",
      "company": "Scalar Field、Amby Health、Nixo、Autostep",
      "scope": "companies",
      "companyIds": [
        "YC30514",
        "YC30238",
        "YC30494",
        "YC30408"
      ],
      "summary": "Scalar Field旧月收入与付费/注册单列；EMS客户收入、Nixo合同示例及Autostep客户成本排除。",
      "evidenceIds": [
        "UNCLEAR1-30514-LAUNCH2",
        "UNCLEAR1-30238-LAUNCH1",
        "UNCLEAR1-30494-HOME",
        "UNCLEAR1-30408-HOME"
      ],
      "handling": "无新增可比MRR/ARR，不将旧月收入年化或以注册量/示例反推收入。来源内增幅与底数不一致保留待核，不据此推断财务造假。"
    },
    {
      "id": "UNCLEAR1-R-CUA",
      "type": "GPU调度与自备计算机软件交付边界",
      "company": "Cua、TensorPool",
      "scope": "companies",
      "companyIds": [
        "YC30420",
        "YC30333"
      ],
      "summary": "TensorPool训练调度与Cua共享桌面/中继交付、当前套餐、许可及未运行范围分别记录。",
      "evidenceIds": [
        "UNCLEAR1-30333-LAUNCH1",
        "UNCLEAR1-30420-HOME",
        "UNCLEAR1-30420-CODE"
      ],
      "handling": "价格/赠额/成本节省不作收入；公开材料可读非独立评测，Cua云VM成本不混入其软件订阅。"
    },
    {
      "id": "UNCLEAR2-R-BUSINESS",
      "type": "AI不明候选补证与转型边界",
      "company": "Null Labs、Signals、cocreate、Solva、Modelence、Efference、Parse、Aspect、Minro、Wardstone、Tensr、Travo、Nucleo",
      "scope": "companies",
      "companyIds": [
        "YC30631",
        "YC30639",
        "YC30670",
        "YC30706",
        "YC30777",
        "YC30821",
        "YC30846",
        "YC30857",
        "YC30874",
        "YC30881",
        "YC30904",
        "YC30905",
        "YC30933"
      ],
      "summary": "按具体AI/模型/Agent任务补入13公司，2026年Signals与其余2025年成立自述分开。",
      "evidenceIds": [
        "UNCLEAR2-30631-YC",
        "UNCLEAR2-30639-YC",
        "UNCLEAR2-30670-YC",
        "UNCLEAR2-30706-YC",
        "UNCLEAR2-30777-YC",
        "UNCLEAR2-30821-YC",
        "UNCLEAR2-30846-YC",
        "UNCLEAR2-30857-YC",
        "UNCLEAR2-30874-YC",
        "UNCLEAR2-30881-YC",
        "UNCLEAR2-30904-YC",
        "UNCLEAR2-30905-YC",
        "UNCLEAR2-30933-YC"
      ],
      "handling": "不回写原初筛；Efference、Solva与Modelence现行路线和旧产品/通用功能分开，法律主体、合同与AI贡献待核。"
    },
    {
      "id": "UNCLEAR2-R-PENDING",
      "type": "自主自动化和AI主营资格分开",
      "company": "YC AI不明候选第二批",
      "scope": "dataset",
      "summary": "11项保留AI主营待核，包括自主硬件、金融服务、材料、标题/空简介等。",
      "evidenceIds": [
        "UNCLEAR2-INDEX",
        "UNCLEAR2-30616-YC",
        "UNCLEAR2-30619-YC",
        "UNCLEAR2-30635-YC",
        "UNCLEAR2-30656-YC",
        "UNCLEAR2-30692-YC",
        "UNCLEAR2-30704-YC",
        "UNCLEAR2-30708-YC",
        "UNCLEAR2-30781-YC",
        "UNCLEAR2-30786-YC",
        "UNCLEAR2-30798-YC",
        "UNCLEAR2-30922-YC"
      ],
      "handling": "自主/自动化、创始人AI履历、AI客户、.ai域名和用户仓库不能单独作为AI核心主营证明；不称永久排除。"
    },
    {
      "id": "UNCLEAR2-R-TECH",
      "type": "训练仿真、机器人感知与临床性能声明",
      "company": "Null Labs、Efference、Nucleo",
      "scope": "companies",
      "companyIds": [
        "YC30631",
        "YC30821",
        "YC30933"
      ],
      "summary": "仅记录可读技术自述，区分训练数据、硬件/推理与临床辅助的交付。",
      "evidenceIds": [
        "UNCLEAR2-30631-HOME",
        "UNCLEAR2-30821-HOME",
        "UNCLEAR2-30933-HOME",
        "UNCLEAR2-30933-LAUNCH1"
      ],
      "handling": "没有独立运行、临床许可或泛化能力证明；发布日期、预购及未来交货不当实际完成。"
    },
    {
      "id": "UNCLEAR2-R-FINANCE",
      "type": "客户成果、旧事业及资助申请不作ARR",
      "company": "Signals、Modelence、Solva、Travo、Wardstone、Tensr",
      "scope": "companies",
      "companyIds": [
        "YC30639",
        "YC30777",
        "YC30706",
        "YC30905",
        "YC30881",
        "YC30904"
      ],
      "summary": "复购增收、旧平台描述/保费、客户房地产/基金、SBIR申请和旧科研赞助分别归属。",
      "evidenceIds": [
        "UNCLEAR2-30639-YC",
        "UNCLEAR2-30777-YC",
        "UNCLEAR2-30706-HOME",
        "UNCLEAR2-30905-LAUNCH1",
        "UNCLEAR2-30881-LAUNCH1",
        "UNCLEAR2-30904-LAUNCH1"
      ],
      "handling": "本批无可比自身收入；保费/支付流量、融资/资助和软件费不可混算，未因数字差异推断财务造假。"
    },
    {
      "id": "UNCLEAR3-R-BUSINESS",
      "type": "AI主营补证与任务分类",
      "company": "Kalpa Labs、Amera、Ploy、Advanced Metal Research、Eos AI、One Robot、Klaus AI、Janeen、Asimov、shortkit、REV1、OpenSpec",
      "scope": "companies",
      "companyIds": [
        "YC30959",
        "YC30992",
        "YC31041",
        "YC31043",
        "YC31058",
        "YC31081",
        "YC31084",
        "YC31085",
        "YC31095",
        "YC31096",
        "YC31097",
        "YC31116"
      ],
      "summary": "补入12公司，模型/API、训练数据、营销/媒体、行业软件和机器人分开。",
      "evidenceIds": [
        "UNCLEAR3-30959-YC",
        "UNCLEAR3-30992-YC",
        "UNCLEAR3-31041-YC",
        "UNCLEAR3-31043-YC",
        "UNCLEAR3-31058-YC",
        "UNCLEAR3-31081-YC",
        "UNCLEAR3-31084-YC",
        "UNCLEAR3-31085-YC",
        "UNCLEAR3-31095-YC",
        "UNCLEAR3-31096-YC",
        "UNCLEAR3-31097-YC",
        "UNCLEAR3-31116-YC"
      ],
      "handling": "保留2025/2026成立自述、OpenSpec人数未知及实体未核，不因多次品牌发布重复入表。"
    },
    {
      "id": "UNCLEAR3-R-PENDING",
      "type": "自主硬件、支付及行业邻接缺项",
      "company": "YC AI不明候选第三批",
      "scope": "dataset",
      "summary": "12项AI主营仍待核，官方页面可读与明确AI任务分开。",
      "evidenceIds": [
        "UNCLEAR3-INDEX",
        "UNCLEAR3-30964-YC",
        "UNCLEAR3-30973-YC",
        "UNCLEAR3-30978-YC",
        "UNCLEAR3-31003-YC",
        "UNCLEAR3-31004-YC",
        "UNCLEAR3-31016-YC",
        "UNCLEAR3-31021-YC",
        "UNCLEAR3-31040-YC",
        "UNCLEAR3-31062-YC",
        "UNCLEAR3-31091-YC",
        "UNCLEAR3-31119-YC",
        "UNCLEAR3-31120-YC"
      ],
      "handling": "机器人/自主、确定性自动化、AI客户和旧AI履历不足以单独证明当前AI主营；未永久排除，补证后可复核入表。"
    },
    {
      "id": "UNCLEAR3-R-TECH",
      "type": "技术自述、公开材料与独立评测分开",
      "company": "Kalpa Labs、Advanced Metal Research、Eos AI、One Robot、OpenSpec",
      "scope": "companies",
      "companyIds": [
        "YC30959",
        "YC31043",
        "YC31058",
        "YC31081",
        "YC31116"
      ],
      "summary": "语音成本/榜单、机器人CV和世界模型、医疗数据模型仅记录厂商描述；OpenSpec公开README及MIT许可可读。",
      "evidenceIds": [
        "UNCLEAR3-30959-HOME",
        "UNCLEAR3-31043-HOME",
        "UNCLEAR3-31058-HOME",
        "UNCLEAR3-31081-HOME",
        "UNCLEAR3-31116-README",
        "UNCLEAR3-31116-LICENSE"
      ],
      "handling": "没有运行或复现，未核完整训练成本/外部榜单/临床/机器人质量；版权行与公司成立、开源与实际付费分别处理。"
    },
    {
      "id": "UNCLEAR3-R-BOUNDARIES",
      "type": "停服、训练成本、旧ARR与客户成果",
      "company": "Kalpa Labs、Amera、Ploy、Eos AI、Klaus AI、Janeen、Asimov、shortkit、OpenSpec",
      "scope": "companies",
      "companyIds": [
        "YC30959",
        "YC30992",
        "YC31041",
        "YC31058",
        "YC31084",
        "YC31085",
        "YC31095",
        "YC31096",
        "YC31116"
      ],
      "summary": "Klaus明确停服但历史收入未知；训练成本、客户会员/药费/收入恢复、旧公司ARR、使用率及stars不当自身收入。",
      "evidenceIds": [
        "UNCLEAR3-31084-HOME",
        "UNCLEAR3-30959-LAUNCH1",
        "UNCLEAR3-30992-YC",
        "UNCLEAR3-31041-LAUNCH1",
        "UNCLEAR3-31058-LAUNCH1",
        "UNCLEAR3-31085-LAUNCH1",
        "UNCLEAR3-31095-LAUNCH1",
        "UNCLEAR3-31096-YC",
        "UNCLEAR3-31116-HOME"
      ],
      "handling": "无新增可比ARR/MRR；停服不补零，数据采集报酬及分成需进入成本判断，不能只见公开采用或赢家。 Asimov兼有自营清洁，清洁收费/补贴、人工成本与训练数据销售分别待核，不当纯SaaS。"
    },
    {
      "id": "UNCLEAR4-R-BUSINESS",
      "type": "AI任务补证、复用与历史转型",
      "company": "Sparkles、Fern、Sponge、Laurence、Emdash、Ekpa、Booko、Moda、MochaCare、Regbase、Origami Robotics、Fixture、Orthogonal",
      "scope": "companies",
      "companyIds": [
        "YC31151",
        "YC31152",
        "YC31159",
        "YC31173",
        "YC31199",
        "YC31234",
        "YC31242",
        "YC31252",
        "YC31269",
        "YC31279",
        "YC31284",
        "YC31289",
        "AI036"
      ],
      "summary": "12新增及1已有Orthogonal关联；Fern会议AI到机器人训练、MochaCare人工管理、Agent支付与CRM任务分开。",
      "evidenceIds": [
        "UNCLEAR4-31151-YC",
        "UNCLEAR4-31152-YC",
        "UNCLEAR4-31159-YC",
        "UNCLEAR4-31173-YC",
        "UNCLEAR4-31199-YC",
        "UNCLEAR4-31234-YC",
        "UNCLEAR4-31242-YC",
        "UNCLEAR4-31252-YC",
        "UNCLEAR4-31269-YC",
        "UNCLEAR4-31279-YC",
        "UNCLEAR4-31284-YC",
        "UNCLEAR4-31289-YC",
        "UNCLEAR4-31154-YC"
      ],
      "handling": "不重复公司或原928初始目录；可读说明不等模型/权限、真实客户和独立交付已核。"
    },
    {
      "id": "UNCLEAR4-R-PENDING",
      "type": "预测市场/自动硬件与AI主营缺项",
      "company": "YC AI不明候选第四批",
      "scope": "dataset",
      "summary": "11项保留AI主营待核，有Agent接口、AI标题或AI需求背景者仍需明确核心交付。",
      "evidenceIds": [
        "UNCLEAR4-INDEX",
        "UNCLEAR4-31135-YC",
        "UNCLEAR4-31194-YC",
        "UNCLEAR4-31204-YC",
        "UNCLEAR4-31227-YC",
        "UNCLEAR4-31229-YC",
        "UNCLEAR4-31239-YC",
        "UNCLEAR4-31249-YC",
        "UNCLEAR4-31273-YC",
        "UNCLEAR4-31287-YC",
        "UNCLEAR4-31294-YC",
        "UNCLEAR4-31296-YC"
      ],
      "handling": "Valence2026成立自述与2025交易历史、Fort2024原型保留待核；TPV、测试量、模拟币、预购上限和补贴不当ARR。"
    },
    {
      "id": "UNCLEAR4-R-TECH",
      "type": "技术自述及公开代码边界",
      "company": "Sparkles、Fern、Laurence、Emdash、Origami Robotics",
      "scope": "companies",
      "companyIds": [
        "YC31151",
        "YC31152",
        "YC31173",
        "YC31199",
        "YC31284"
      ],
      "summary": "Sparkles云沙盒、Fern当前RL、Laurence模型、Origami操控仅厂商描述；Emdash公开README和Apache许可可读。",
      "evidenceIds": [
        "UNCLEAR4-31151-HOME",
        "UNCLEAR4-31152-HOME",
        "UNCLEAR4-31173-HOME",
        "UNCLEAR4-31284-HOME",
        "UNCLEAR4-31199-README",
        "UNCLEAR4-31199-LICENSE"
      ],
      "handling": "未运行或独立安全/效果评测，Agent上游数据与桌面状态分开，公开代码不等模型权重或全部产品开源。"
    },
    {
      "id": "UNCLEAR4-R-FINANCE",
      "type": "积分/资金、客户增收与混合人工服务",
      "company": "Sparkles、Sponge、Laurence、Ekpa、Booko、MochaCare、Regbase、Orthogonal",
      "scope": "companies",
      "companyIds": [
        "YC31151",
        "YC31159",
        "YC31173",
        "YC31234",
        "YC31242",
        "YC31269",
        "YC31279",
        "AI036"
      ],
      "summary": "按量积分、API上游付款、钱包资金、广告费、连接资产、资助线索及融资不当收入；MochaCare Platform与人工Managed分开。",
      "evidenceIds": [
        "UNCLEAR4-31151-HOME",
        "UNCLEAR4-31154-HOME",
        "UNCLEAR4-31159-HOME",
        "UNCLEAR4-31234-HOME",
        "UNCLEAR4-31242-HOME",
        "UNCLEAR4-31269-HOME",
        "UNCLEAR4-31173-LAUNCH1",
        "UNCLEAR4-31279-LAUNCH1"
      ],
      "handling": "无新增可比MRR/ARR；软件/服务/预付与通道资金需按合同和确认期拆分，不能凭页面余额和厂商成果估造假概率。"
    },
    {
      "id": "UNCLEAR5-R-BUSINESS",
      "type": "AI主营补证及当前/历史交付分类",
      "company": "Replicas、Hexa、Chert、Trellis、Limrun、Kinro、transload、InstaAgent、Andco、BentoLabs AI、Parrot、smol machines、ValCtrl、Result、primitive",
      "scope": "companies",
      "companyIds": [
        "YC31345",
        "YC31350",
        "YC31364",
        "YC31372",
        "YC31377",
        "YC31382",
        "YC31403",
        "YC31409",
        "YC31411",
        "YC31423",
        "YC31439",
        "YC31448",
        "YC31457",
        "AI001",
        "AI002"
      ],
      "summary": "13新增、2复用；Result当前个人设备Agent暂C09，行业工作流、营销代理、训练/运行设施分别归类。",
      "evidenceIds": [
        "UNCLEAR5-31345-YC",
        "UNCLEAR5-31350-YC",
        "UNCLEAR5-31364-YC",
        "UNCLEAR5-31372-YC",
        "UNCLEAR5-31377-YC",
        "UNCLEAR5-31382-YC",
        "UNCLEAR5-31403-YC",
        "UNCLEAR5-31409-YC",
        "UNCLEAR5-31411-YC",
        "UNCLEAR5-31423-YC",
        "UNCLEAR5-31439-YC",
        "UNCLEAR5-31448-YC",
        "UNCLEAR5-31457-YC",
        "UNCLEAR5-31329-YC",
        "UNCLEAR5-31438-YC"
      ],
      "handling": "不重复原公司/928发现来源，旧客户/员工/AI经历不迁入；法律主体与实际合同待核。"
    },
    {
      "id": "UNCLEAR5-R-PENDING",
      "type": "通用金融、邻接硬件与空简介缺项",
      "company": "YC AI不明候选第五批",
      "scope": "dataset",
      "summary": "9项保留AI主营待核；HEVN虽有AI操作、Oddpool有Agent文档仍需主营拆分，AICE官网2025/YC2026差异保留。",
      "evidenceIds": [
        "UNCLEAR5-INDEX",
        "UNCLEAR5-31298-YC",
        "UNCLEAR5-31344-YC",
        "UNCLEAR5-31367-YC",
        "UNCLEAR5-31391-YC",
        "UNCLEAR5-31399-YC",
        "UNCLEAR5-31414-YC",
        "UNCLEAR5-31429-YC",
        "UNCLEAR5-31442-YC",
        "UNCLEAR5-31450-YC"
      ],
      "handling": "通用API、AI客户、域名、历史ML履历、自动路由不单独确认主营；Inactive与可读官网不擅自等同停服/注销。"
    },
    {
      "id": "UNCLEAR5-R-TECH",
      "type": "云环境、CV及内部基准的可核范围",
      "company": "Replicas、Limrun、transload、BentoLabs AI、smol machines、Result",
      "scope": "companies",
      "companyIds": [
        "YC31345",
        "YC31377",
        "YC31403",
        "YC31423",
        "YC31448",
        "AI001"
      ],
      "summary": "远程编译/VM/RL环境和视觉测量只读自述；Bento内部匹配子集不能升级独立榜单，Result用第三方开放权重。",
      "evidenceIds": [
        "UNCLEAR5-31345-HOME",
        "UNCLEAR5-31377-HOME",
        "UNCLEAR5-31403-HOME",
        "UNCLEAR5-31448-HOME",
        "UNCLEAR5-31423-BENCH",
        "UNCLEAR5-31438-TERMS"
      ],
      "handling": "未安装、运行、编译或复现；子集/试次相关、warmup和开场提示变化限制跨任务外推，未以自述效果估技术强弱分数。"
    },
    {
      "id": "UNCLEAR5-R-REVENUE",
      "type": "ARR、年化服务收入、签单与旧事业分开",
      "company": "Trellis、Kinro、InstaAgent、transload、Parrot、BentoLabs AI",
      "scope": "companies",
      "companyIds": [
        "YC31372",
        "YC31382",
        "YC31409",
        "YC31403",
        "YC31439",
        "YC31423"
      ],
      "summary": "Trellis两来源500K/600K+、InstaAgent ARR/annual run rate及Kinro转型前年收入保留来源和期间；客户/旧事业及签约金额排除。",
      "evidenceIds": [
        "UNCLEAR5-31372-YC",
        "UNCLEAR5-31372-FACTS",
        "UNCLEAR5-31372-PRICE",
        "UNCLEAR5-31409-YC",
        "UNCLEAR5-31409-LAUNCH1",
        "UNCLEAR5-31382-LAUNCH1",
        "UNCLEAR5-31439-LAUNCH1",
        "UNCLEAR5-31423-LAUNCH1"
      ],
      "handling": "没有新增同口径平台MRR；Trellis上线费、代理制作/媒体费、保险保费/佣金、Parrot履约和回款均待拆，不因标签变化或快照差异推造假。"
    },
    {
      "id": "UNCLEAR5-R-IDENTITY",
      "type": "创始人旧公司发布不代替当前公司成立",
      "company": "Andco、Result",
      "scope": "companies",
      "companyIds": [
        "YC31411",
        "AI001"
      ],
      "summary": "Andco创始人将Layup列此前公司，尽管旧发布映射当前YC ID；Result条款同创始人支持当前产品关联，仍保留实体限制。",
      "evidenceIds": [
        "UNCLEAR5-31411-FOUNDER-HISTORY",
        "UNCLEAR5-31411-LAUNCH6",
        "UNCLEAR5-31438-TERMS"
      ],
      "handling": "Andco2026成立为当前自述，旧2023发布不回填成立或业绩；Result暂按当前官网归个人应用，非独立工商连续证明。"
    },
    {
      "id": "UNCLEAR6-R-BUSINESS",
      "type": "主营补证：Agent设施、专业应用与AI实体制造",
      "company": "PLAN0 AI、Ardent、Silmaril、Memory Store、ANORIA、OpenWork、Expanse、Avea Robotics、InstaBox、Intelligence Factory、Hickory & Company、HERA、Mass Magnetics",
      "scope": "companies",
      "companyIds": [
        "YC31460",
        "YC31475",
        "YC31478",
        "YC31482",
        "YC31485",
        "YC31505",
        "YC31516",
        "YC31530",
        "YC31547",
        "YC31560",
        "YC31725",
        "YC32123",
        "YC32128"
      ],
      "summary": "13新增；Mass Magnetics因明确视觉分选入表，非仅因机器人客户；HERA制造辅助审查与视频工具分开。",
      "evidenceIds": [
        "UNCLEAR6-31460-YC",
        "UNCLEAR6-31475-YC",
        "UNCLEAR6-31478-YC",
        "UNCLEAR6-31482-YC",
        "UNCLEAR6-31485-YC",
        "UNCLEAR6-31505-YC",
        "UNCLEAR6-31516-YC",
        "UNCLEAR6-31530-YC",
        "UNCLEAR6-31547-YC",
        "UNCLEAR6-31560-YC",
        "UNCLEAR6-31725-YC",
        "UNCLEAR6-32123-YC",
        "UNCLEAR6-32128-YC"
      ],
      "handling": "保留成立年/团队自述，按交付拆软件、按量、硬件/材料和实施；未独立核财务与法律主体。"
    },
    {
      "id": "UNCLEAR6-R-PENDING",
      "type": "当前主营、历史AI与邻接硬件缺项",
      "company": "YC AI不明候选第六批",
      "scope": "dataset",
      "summary": "11项继续待核；Aernata当前化学、Maquoketa当前游戏与旧AI发布分开；Fire子钱包不足以证明AI主营。",
      "evidenceIds": [
        "UNCLEAR6-INDEX",
        "UNCLEAR6-31465-YC",
        "UNCLEAR6-31486-YC",
        "UNCLEAR6-31489-YC",
        "UNCLEAR6-31501-YC",
        "UNCLEAR6-31512-YC",
        "UNCLEAR6-31529-YC",
        "UNCLEAR6-31535-YC",
        "UNCLEAR6-31561-YC",
        "UNCLEAR6-31575-YC",
        "UNCLEAR6-31582-YC",
        "UNCLEAR6-31923-YC"
      ],
      "handling": "自主硬件、传感控制、ML招聘和AI客户不单独证明已交付AI；403/无正文/旧事业不补造，保留未来复核。"
    },
    {
      "id": "UNCLEAR6-R-TECH",
      "type": "技术材料、许可和厂商指标的边界",
      "company": "Ardent、Silmaril、Memory Store、ANORIA、OpenWork、Expanse、Avea Robotics、InstaBox、Intelligence Factory、HERA、Mass Magnetics",
      "scope": "companies",
      "companyIds": [
        "YC31475",
        "YC31478",
        "YC31482",
        "YC31485",
        "YC31505",
        "YC31516",
        "YC31530",
        "YC31547",
        "YC31560",
        "YC32123",
        "YC32128"
      ],
      "summary": "OpenWork README/分目录许可可读；其余模型、分支/VM隔离、具身演示、图纸/视觉模型均描述级。",
      "evidenceIds": [
        "UNCLEAR6-31475-HOME",
        "UNCLEAR6-31478-HOME",
        "UNCLEAR6-31482-HOME",
        "UNCLEAR6-31485-HOME",
        "UNCLEAR6-31505-HOME",
        "UNCLEAR6-31516-HOME",
        "UNCLEAR6-31530-HOME",
        "UNCLEAR6-31547-HOME",
        "UNCLEAR6-31560-HOME",
        "UNCLEAR6-32123-HOME",
        "UNCLEAR6-32128-HOME",
        "UNCLEAR6-31505-README",
        "UNCLEAR6-31505-LICENSE",
        "UNCLEAR6-31505-EE-LICENSE",
        "UNCLEAR6-32123-JOB"
      ],
      "handling": "无本地编译、安装或远程模型运行；公开材料不等独立复现，桌面MIT不等全平台许可，早期情绪主张不当临床结果。"
    },
    {
      "id": "UNCLEAR6-R-REVENUE",
      "type": "MRR、流失与工程金额/客户防损分开",
      "company": "PLAN0 AI、Ardent、Silmaril、Avea Robotics、Expanse",
      "scope": "companies",
      "companyIds": [
        "YC31460",
        "YC31475",
        "YC31478",
        "YC31530",
        "YC31516"
      ],
      "summary": "Avea历史18k MRR仅公司自述；Ardent旧200K流失不当正ARR；PLAN0项目总值与Silmaril防损、Expanse客户浪费排除。",
      "evidenceIds": [
        "UNCLEAR6-31530-LAUNCH1",
        "UNCLEAR6-31530-PRICE",
        "UNCLEAR6-31475-LAUNCH1",
        "UNCLEAR6-31460-YC",
        "UNCLEAR6-31460-LAUNCH1",
        "UNCLEAR6-31478-HOME",
        "UNCLEAR6-31516-HOME"
      ],
      "handling": "没有新增可比平台MRR；收费结构、服务/人工成本和收购后持续性待核，不能从不同金额/标签差异推造假。"
    },
    {
      "id": "UNCLEAR6-R-IDENTITY",
      "type": "同名公司、品牌变化与收购后的主体",
      "company": "HERA、Hera、InstaBox、Avea Robotics",
      "scope": "companies",
      "companyIds": [
        "YC32123",
        "AI025",
        "YC31547",
        "YC31530"
      ],
      "summary": "制造HERA与视频Hera不同公司；InstaBox保留InsForge旧发布/文档命名，Avea当前YC Acquired但官网可读。",
      "evidenceIds": [
        "UNCLEAR6-32123-JOB",
        "UNCLEAR6-32123-HOME",
        "E025",
        "UNCLEAR6-31547-YC",
        "UNCLEAR6-31547-LAUNCH1",
        "UNCLEAR6-31547-HOME",
        "UNCLEAR6-31530-YC"
      ],
      "handling": "不按公司名自动归并、不将旧产品收入搬入新业务；法律延续/买方和经营状态仍需独立材料，AI025原记录未修改。"
    },
    {
      "id": "UNCLEAR7-R-BUSINESS",
      "type": "主营补证及当前交付分类",
      "company": "Prized、Gutgutgoose、Manifold、Agency Tool Company、machine0、Nori Robotics、Graphify Labs、Aktoria Robotics、Operon、Agentcard、Grip、SubVysion、Salem Robotics Inc、Kailash Labs、AnyAlpha、The Letter Company",
      "scope": "companies",
      "companyIds": [
        "YC32164",
        "YC32170",
        "YC32260",
        "YC32518",
        "YC32527",
        "YC32553",
        "YC32583",
        "YC32621",
        "YC33013",
        "YC33018",
        "YC33144",
        "YC33313",
        "YC33408",
        "YC34828",
        "YC34897",
        "YC34899"
      ],
      "summary": "16新增；Letter当前增长平台C06、Kailash当前机器人站C10并保留YC原方向，Nori Robotics与健康Nori分开。",
      "evidenceIds": [
        "UNCLEAR7-32164-YC",
        "UNCLEAR7-32170-YC",
        "UNCLEAR7-32260-YC",
        "UNCLEAR7-32518-YC",
        "UNCLEAR7-32527-YC",
        "UNCLEAR7-32553-YC",
        "UNCLEAR7-32583-YC",
        "UNCLEAR7-32621-YC",
        "UNCLEAR7-33013-YC",
        "UNCLEAR7-33018-YC",
        "UNCLEAR7-33144-YC",
        "UNCLEAR7-33313-YC",
        "UNCLEAR7-33408-YC",
        "UNCLEAR7-34828-YC",
        "UNCLEAR7-34897-YC",
        "UNCLEAR7-34899-YC"
      ],
      "handling": "按买家/当前交付区分专用Agent设施、行业软件、消费者补充剂、实体机器人与托管劳动，不直接由自述推成熟度/财务真实性。"
    },
    {
      "id": "UNCLEAR7-R-PENDING",
      "type": "芯片材料、生物研发及自主硬件的AI缺项",
      "company": "YC AI不明候选第七批",
      "scope": "dataset",
      "summary": "8项仍待核；Kara/Aerogen材料设备、Molagri/TareBio生物研发、海上算力/电力与防务传感未补足AI核心。",
      "evidenceIds": [
        "UNCLEAR7-INDEX",
        "UNCLEAR7-32137-YC",
        "UNCLEAR7-32521-YC",
        "UNCLEAR7-32584-YC",
        "UNCLEAR7-32586-YC",
        "UNCLEAR7-32587-YC",
        "UNCLEAR7-33281-YC",
        "UNCLEAR7-33319-YC",
        "UNCLEAR7-33607-YC"
      ],
      "handling": "AI客户、域名、ML招聘、建模/自主字样不单独认定AI主营；580M/500M LOI不当销售/ARR，小鼠效果/未来患者不当临床验证，原发现计数保留。"
    },
    {
      "id": "UNCLEAR7-R-TECH",
      "type": "公开代码、厂商验证与早期实体交付",
      "company": "Prized、Gutgutgoose、Manifold、Agency Tool Company、machine0、Nori Robotics、Graphify Labs、Aktoria Robotics、Agentcard、Grip、SubVysion、Salem Robotics Inc、Kailash Labs",
      "scope": "companies",
      "companyIds": [
        "YC32164",
        "YC32170",
        "YC32260",
        "YC32518",
        "YC32527",
        "YC32553",
        "YC32583",
        "YC32621",
        "YC33018",
        "YC33144",
        "YC33313",
        "YC33408",
        "YC34828"
      ],
      "summary": "Graphify可读README/许可和自有harness，函数solver模型内差异证明有unknown；其余为描述级。",
      "evidenceIds": [
        "UNCLEAR7-32164-HOME",
        "UNCLEAR7-32170-HOME",
        "UNCLEAR7-32260-HOME",
        "UNCLEAR7-32518-HOME",
        "UNCLEAR7-32527-HOME",
        "UNCLEAR7-32553-HOME",
        "UNCLEAR7-32583-HOME",
        "UNCLEAR7-32621-HOME",
        "UNCLEAR7-33018-HOME",
        "UNCLEAR7-33144-HOME",
        "UNCLEAR7-33313-HOME",
        "UNCLEAR7-33408-HOME",
        "UNCLEAR7-34828-HOME",
        "UNCLEAR7-32583-README",
        "UNCLEAR7-32583-LICENSE",
        "UNCLEAR7-32583-MIT",
        "UNCLEAR7-32583-BENCH",
        "UNCLEAR7-32583-PROOF",
        "UNCLEAR7-32553-BETA"
      ],
      "handling": "没有安装/编译/运行；源码可读或vendor比较不当独立复现，Kailash权重未取得不标公开模型，补充剂模型不当临床有效或获准治疗。"
    },
    {
      "id": "UNCLEAR7-R-REVENUE",
      "type": "硬件sales、预付资源与客户/旧事业金额分开",
      "company": "Nori Robotics、Prized、Gutgutgoose、Manifold、Agency Tool Company、Operon、Agentcard、AnyAlpha、The Letter Company",
      "scope": "companies",
      "companyIds": [
        "YC32553",
        "YC32164",
        "YC32170",
        "YC32260",
        "YC32518",
        "YC33013",
        "YC33018",
        "YC34897",
        "YC34899"
      ],
      "summary": "Nori440K+sales缺预售/交付拆分，不作ARR；Prized余额不作MRR，Operon一次预付和客户节省分开；Letter虚构支付验证排除。",
      "evidenceIds": [
        "UNCLEAR7-32553-YC",
        "UNCLEAR7-32553-HOME",
        "UNCLEAR7-32164-PRICE",
        "UNCLEAR7-32170-LAUNCH1",
        "UNCLEAR7-32260-LAUNCH1",
        "UNCLEAR7-33013-HOME",
        "UNCLEAR7-33018-PRICE",
        "UNCLEAR7-34897-LAUNCH1",
        "UNCLEAR7-34899-HOME"
      ],
      "handling": "没有新增可比平台MRR；药房/旧app收入、客户机队、计划picks和演示不迁入，交易分成方向/净额、人工/硬件及退款成本需另核，不据自选小样本估造假概率。"
    },
    {
      "id": "UNCLEAR7-R-IDENTITY",
      "type": "同名主体与当前/历史产品方向",
      "company": "Nori Robotics、Nori、Prized、Kailash Labs、The Letter Company",
      "scope": "companies",
      "companyIds": [
        "YC32553",
        "YC30657",
        "YC32164",
        "YC34828",
        "YC34899"
      ],
      "summary": "机器人Nori另建YC32553；Prized当前云devbox另链旧内部工具；Kailash现机器人/原视频模型和Letter营销/增长编码描述分开。",
      "evidenceIds": [
        "UNCLEAR7-32553-YC",
        "UNCLEAR7-32553-HOME",
        "UNCLEAR7-32164-PRICE",
        "UNCLEAR7-34828-YC",
        "UNCLEAR7-34828-HOME",
        "UNCLEAR7-34899-YC",
        "UNCLEAR7-34899-HOME"
      ],
      "handling": "按当前官方所链页面暂分类并保留差异/主体限制，不从同名自动合并，也不丢原资料；YC30657健康Nori原记录未改。"
    },
    {
      "id": "UNCLEAR8-R-BUSINESS",
      "type": "AI主营末批补证及既有产品复用",
      "company": "Rhem Labs、Asakana、Oasive、Deploy、Particularity、Vyra、Odin Robotics、ObsessionDB、Tilion、The Subvocal Company、EveryApp（含OpenSEO）",
      "scope": "companies",
      "companyIds": [
        "YC35127",
        "YC35261",
        "YC35396",
        "YC35455",
        "YC36114",
        "YC36411",
        "YC36444",
        "YC36774",
        "YC37105",
        "YC37272",
        "AI074"
      ],
      "summary": "10新增、EveryApp复用；行业应用、视频、个人终端、机器人运营与Agent数据库/浏览设施按当前交付归类。",
      "evidenceIds": [
        "UNCLEAR8-35127-YC",
        "UNCLEAR8-35261-YC",
        "UNCLEAR8-35396-YC",
        "UNCLEAR8-35455-YC",
        "UNCLEAR8-36114-YC",
        "UNCLEAR8-36411-YC",
        "UNCLEAR8-36444-YC",
        "UNCLEAR8-36774-YC",
        "UNCLEAR8-37105-YC",
        "UNCLEAR8-37272-YC",
        "UNCLEAR8-36088-YC"
      ],
      "handling": "不以创始人旧资产、采用/订单规模和目标价格补收入；成立/团队、法律主体、履约和技术效果限制保留。"
    },
    {
      "id": "UNCLEAR8-R-PENDING",
      "type": "末批自主硬件、制造及健康设备AI缺项",
      "company": "YC AI不明候选末批及全池",
      "scope": "dataset",
      "summary": "13项保留待核；未来AI-native、.ai域名、传感/控制/自动报价、AI客户和问答界面不单独补足核心任务。",
      "evidenceIds": [
        "UNCLEAR8-INDEX",
        "UNCLEAR8-35025-YC",
        "UNCLEAR8-35093-YC",
        "UNCLEAR8-35157-YC",
        "UNCLEAR8-35224-YC",
        "UNCLEAR8-35389-YC",
        "UNCLEAR8-35457-YC",
        "UNCLEAR8-35487-YC",
        "UNCLEAR8-35523-YC",
        "UNCLEAR8-36708-YC",
        "UNCLEAR8-37137-YC",
        "UNCLEAR8-37797-YC",
        "UNCLEAR8-37999-YC",
        "UNCLEAR8-38589-YC"
      ],
      "handling": "STASIS预售与未激活分析订阅、RATLOG预约协议非ARR；Clean客户/旧事业金额非自身收入，模具/航天/飞行未来交付与现行分开，不作永久排除。"
    },
    {
      "id": "UNCLEAR8-R-TECH",
      "type": "原型、自述模型和正式交付的边界",
      "company": "Rhem Labs、Asakana、Oasive、Deploy、Particularity、Vyra、Odin Robotics、ObsessionDB、Tilion、The Subvocal Company",
      "scope": "companies",
      "companyIds": [
        "YC35127",
        "YC35261",
        "YC35396",
        "YC35455",
        "YC36114",
        "YC36411",
        "YC36444",
        "YC36774",
        "YC37105",
        "YC37272"
      ],
      "summary": "10项为描述级；Subvocal仍原型、Rhem尚未就绪，ObsessionDB分支早期访问/自动伸缩未来，Odin倍速演示不当测试。",
      "evidenceIds": [
        "UNCLEAR8-35127-HOME",
        "UNCLEAR8-35261-HOME",
        "UNCLEAR8-35396-HOME",
        "UNCLEAR8-35455-HOME",
        "UNCLEAR8-36114-HOME",
        "UNCLEAR8-36411-HOME",
        "UNCLEAR8-36444-HOME",
        "UNCLEAR8-36774-HOME",
        "UNCLEAR8-37105-HOME",
        "UNCLEAR8-37272-HOME",
        "UNCLEAR8-36774-PRICE",
        "UNCLEAR8-37272-LAUNCH1"
      ],
      "handling": "未安装、编译、上传客户数据、交易或运行模型；标准/法律/健康效果与独立验证分开，未以原型演示打技术强弱分数。"
    },
    {
      "id": "UNCLEAR8-R-REVENUE",
      "type": "预订、交付后计费与上游资源不作已实现ARR",
      "company": "Rhem Labs、Oasive、Vyra、Odin Robotics、ObsessionDB、EveryApp（含OpenSEO）、The Subvocal Company",
      "scope": "companies",
      "companyIds": [
        "YC35127",
        "YC35396",
        "YC36411",
        "YC36444",
        "YC36774",
        "AI074",
        "YC37272"
      ],
      "summary": "Rhem交付后99 USD/月与旧买断包服务分别保留，Subvocal199预约、Odin月租/买断、EveryApp托管计划与OpenSEO现行套餐分开。",
      "evidenceIds": [
        "UNCLEAR8-35127-HOME",
        "UNCLEAR8-35127-LAUNCH1",
        "UNCLEAR8-35396-HOME",
        "UNCLEAR8-36411-HOME",
        "UNCLEAR8-36444-HOME",
        "UNCLEAR8-36774-PRICE",
        "UNCLEAR8-36088-SEO-PRICE",
        "UNCLEAR8-37272-LAUNCH1"
      ],
      "handling": "无新增可比平台MRR；默认计算器、上游Cloudflare5/月、前雇主350B/17B资产、用户/星标及客户处理量均不能入自身ARR或领域均值。"
    },
    {
      "id": "UNCLEAR8-R-IDENTITY",
      "type": "同一公司多产品/收费与交付状态差异",
      "company": "EveryApp（含OpenSEO）、Oasive、Rhem Labs",
      "scope": "companies",
      "companyIds": [
        "AI074",
        "YC35396",
        "YC35127"
      ],
      "summary": "EveryApp/OpenSEO同一既有ID；Oasive市政债简介与官网Coming next、Rhem旧买断与现租赁分别保存。",
      "evidenceIds": [
        "UNCLEAR8-36088-YC",
        "UNCLEAR8-36088-HOME",
        "UNCLEAR8-36088-SEO-HOME",
        "UNCLEAR8-36088-SEO-PRICE",
        "UNCLEAR8-35396-YC",
        "UNCLEAR8-35396-HOME",
        "UNCLEAR8-35127-HOME",
        "UNCLEAR8-35127-LAUNCH1"
      ],
      "handling": "不新增EveryApp重复主体/后续复核行，保留原证据；来源/方案差异不自动等法律主体变化或财务造假，独立合同与版本日期待核。"
    },
    {
      "id": "UNCLEAR8-R-POOL",
      "type": "原192项AI不明名单逐条补核范围",
      "company": "YC AI不明候选末批及全池",
      "scope": "dataset",
      "summary": "八批24项按原顺序覆盖192个唯一YC页面，110已关联（103本轮新增、7复用既有公司）、82保留AI主营待核；EveryApp此前已核，此轮复用而不额外加1。",
      "evidenceIds": [
        "UNCLEAR8-INDEX",
        "UNCLEAR1-INDEX",
        "UNCLEAR2-INDEX",
        "UNCLEAR3-INDEX",
        "UNCLEAR4-INDEX",
        "UNCLEAR5-INDEX",
        "UNCLEAR6-INDEX",
        "UNCLEAR7-INDEX"
      ],
      "handling": "名单已读范围完整，但82缺项尚未解决；268年范围外/缺失、6成立冲突及其他来源边界仍继续，不能称全部研究完成，原1428/928发现计数不改。"
    },
    {
      "id": "YEARCONFLICT1-R-DATES",
      "type": "旧产品、品牌及运营主体不替代注册证据",
      "company": "YC成立年冲突6项及原年份快照",
      "scope": "dataset",
      "summary": "MSPilot/OpenBuilder、Elip/Tejas、Panoptive/AgentHub、MadeThis/Castari、Layers/Telemetron、Antigen/Zag均保留2025旧发布与2026目录字段。",
      "evidenceIds": [
        "YEARCONFLICT1-INDEX-POOL",
        "YEARCONFLICT1-26144-YC",
        "YEARCONFLICT1-26144-LAUNCH1",
        "YEARCONFLICT1-30226-YC",
        "YEARCONFLICT1-30226-LAUNCH1",
        "YEARCONFLICT1-30671-YC",
        "YEARCONFLICT1-30671-LAUNCH1",
        "YEARCONFLICT1-30975-YC",
        "YEARCONFLICT1-30975-LAUNCH1",
        "YEARCONFLICT1-30975-LAUNCH2",
        "YEARCONFLICT1-30975-LAUNCH3",
        "YEARCONFLICT1-30983-YC",
        "YEARCONFLICT1-30983-LAUNCH1",
        "YEARCONFLICT1-30999-YC",
        "YEARCONFLICT1-30999-LAUNCH1"
      ],
      "handling": "6项均pending-year无主公司ID；官网条款/运营者及创始人链不足以认定同法人或新设公司，不按批次/版权/条款日期改年。"
    },
    {
      "id": "YEARCONFLICT1-R-REVENUE",
      "type": "客户销售、情景计算器及前事业与平台收入分开",
      "company": "YC成立年冲突6项及原年份快照",
      "scope": "dataset",
      "summary": "MSPilot客户利润模拟、MadeThis客户销售与广告资金、RunPod/Google等前雇主收入及旧事业MRR不当当前公司收入。",
      "evidenceIds": [
        "YEARCONFLICT1-26144-HOME",
        "YEARCONFLICT1-30975-TERMS",
        "YEARCONFLICT1-30975-PRICE",
        "YEARCONFLICT1-30999-LAUNCH1"
      ],
      "handling": "无新增观测或可比MRR；Elip按录用、Layers线下测量、Antigen研究员复核与软件订阅需拆，成立与主体未明前不补主公司数。"
    },
    {
      "id": "YEARCONFLICT1-R-YEAR-COUNTS",
      "type": "原年份范围外和缺失分开统计",
      "company": "YC成立年冲突6项及原年份快照",
      "scope": "dataset",
      "summary": "原268项中214项目录列2022—2024（2022年4、2023年30、2024年180），54项无成立年份；另6项日期冲突均新增待核记录。",
      "evidenceIds": [
        "YEARCONFLICT1-INDEX-POOL"
      ],
      "handling": "计数直接来自原发现快照，不是214家独立注册核验或本轮重新读完；54缺年、6冲突与82 AI待核分别推进，原快照/初筛不回写。"
    },
    {
      "id": "MISSINGYEAR1-R-YEAR",
      "type": "旧主体与新产品成立边界",
      "company": "YC缺年候选首12项",
      "scope": "dataset",
      "summary": "法国官方登记Moby2022/Leadbay2023；英国Leeroo2024、Motives非美国运营者BTRT2022；Bolna自述2024。美国/集团沿革缺项保留，既有业务不新增新公司。",
      "evidenceIds": [
        "MISSINGYEAR1-INDEX-POOL",
        "MISSINGYEAR1-29656-YC",
        "MISSINGYEAR1-29656-REGISTER",
        "MISSINGYEAR1-30216-YC",
        "MISSINGYEAR1-30447-YC",
        "MISSINGYEAR1-30531-YC",
        "MISSINGYEAR1-30531-GOV",
        "MISSINGYEAR1-30664-YC",
        "MISSINGYEAR1-30664-TERMS",
        "MISSINGYEAR1-30713-YC",
        "MISSINGYEAR1-30713-TERMS",
        "MISSINGYEAR1-30713-REGISTER",
        "MISSINGYEAR1-30853-YC",
        "MISSINGYEAR1-30853-FOUNDING",
        "MISSINGYEAR1-30932-YC",
        "MISSINGYEAR1-30932-TERMS",
        "MISSINGYEAR1-30932-GOV",
        "MISSINGYEAR1-30934-YC",
        "MISSINGYEAR1-30934-GOV",
        "MISSINGYEAR1-31092-YC",
        "MISSINGYEAR1-31112-YC",
        "MISSINGYEAR1-31126-YC"
      ],
      "handling": "不增加主公司或收入观测，原发现快照及214/54初筛计数不回写；研究与法律/财务审计分开，后续补齐主体、收费、技术及剩余来源。"
    },
    {
      "id": "MISSINGYEAR1-R-STATE",
      "type": "Inactive及当前交付差异",
      "company": "YC缺年候选首12项",
      "scope": "dataset",
      "summary": "Sublingual/Caucus YC Inactive不补零收入；Burt从模型定制转物流、Palus人工CFO与现金顾问分别保留；Tornyol年有线索而AI核心待核。",
      "evidenceIds": [
        "MISSINGYEAR1-INDEX-POOL",
        "MISSINGYEAR1-29656-YC",
        "MISSINGYEAR1-29656-REGISTER",
        "MISSINGYEAR1-30216-YC",
        "MISSINGYEAR1-30447-YC",
        "MISSINGYEAR1-30531-YC",
        "MISSINGYEAR1-30531-GOV",
        "MISSINGYEAR1-30664-YC",
        "MISSINGYEAR1-30664-TERMS",
        "MISSINGYEAR1-30713-YC",
        "MISSINGYEAR1-30713-TERMS",
        "MISSINGYEAR1-30713-REGISTER",
        "MISSINGYEAR1-30853-YC",
        "MISSINGYEAR1-30853-FOUNDING",
        "MISSINGYEAR1-30932-YC",
        "MISSINGYEAR1-30932-TERMS",
        "MISSINGYEAR1-30932-GOV",
        "MISSINGYEAR1-30934-YC",
        "MISSINGYEAR1-30934-GOV",
        "MISSINGYEAR1-31092-YC",
        "MISSINGYEAR1-31112-YC",
        "MISSINGYEAR1-31126-YC"
      ],
      "handling": "不增加主公司或收入观测，原发现快照及214/54初筛计数不回写；研究与法律/财务审计分开，后续补齐主体、收费、技术及剩余来源。"
    },
    {
      "id": "MISSINGYEAR1-R-REVENUE",
      "type": "采用、客户收益及预订不当ARR",
      "company": "YC缺年候选首12项",
      "scope": "dataset",
      "summary": "Bolna融资/通话、Leadbay客户效率、Moby资本、Leeroo模型下载/客户价值、Palus客户现金及前雇主资产、Tornyol预约和资助均不进公司收入。",
      "evidenceIds": [
        "MISSINGYEAR1-INDEX-POOL",
        "MISSINGYEAR1-29656-YC",
        "MISSINGYEAR1-29656-REGISTER",
        "MISSINGYEAR1-30216-YC",
        "MISSINGYEAR1-30447-YC",
        "MISSINGYEAR1-30531-YC",
        "MISSINGYEAR1-30531-GOV",
        "MISSINGYEAR1-30664-YC",
        "MISSINGYEAR1-30664-TERMS",
        "MISSINGYEAR1-30713-YC",
        "MISSINGYEAR1-30713-TERMS",
        "MISSINGYEAR1-30713-REGISTER",
        "MISSINGYEAR1-30853-YC",
        "MISSINGYEAR1-30853-FOUNDING",
        "MISSINGYEAR1-30932-YC",
        "MISSINGYEAR1-30932-TERMS",
        "MISSINGYEAR1-30932-GOV",
        "MISSINGYEAR1-30934-YC",
        "MISSINGYEAR1-30934-GOV",
        "MISSINGYEAR1-31092-YC",
        "MISSINGYEAR1-31112-YC",
        "MISSINGYEAR1-31126-YC"
      ],
      "handling": "不增加主公司或收入观测，原发现快照及214/54初筛计数不回写；研究与法律/财务审计分开，后续补齐主体、收费、技术及剩余来源。"
    },
    {
      "id": "MISSINGYEAR2-R-BOUNDARY",
      "type": "旧主体、Inactive与服务计费边界",
      "company": "缺年第二批6项",
      "scope": "dataset",
      "summary": "Milliray/DroneTector2023登记及Jinba/Carnot2022旧业务不作新公司；Q2Q Inactive不补零收入，Maywood自报年与登记缺项分开。",
      "evidenceIds": [
        "MISSINGYEAR2-INDEX-POOL",
        "MISSINGYEAR2-31144-HOME",
        "MISSINGYEAR2-31144-REGISTER",
        "MISSINGYEAR2-31155-HOME",
        "MISSINGYEAR2-31161-HOME",
        "MISSINGYEAR2-31179-HOME",
        "MISSINGYEAR2-31179-HISTORY",
        "MISSINGYEAR2-31188-COMPANY",
        "MISSINGYEAR2-31271-HOME"
      ],
      "handling": "Rapidfolio客户节省/旧Sable、Maywood行业交易、Jinba用户、VOYGR地点库/免费通话均不进ARR；硬件/实施/人工/数据许可和软件收入待拆。"
    },
    {
      "id": "MISSINGYEAR3-R-BOUNDARY",
      "type": "成立登记、旧产品链及临床/收入边界",
      "company": "缺年第三批6项",
      "scope": "dataset",
      "summary": "Zymbly登记补2025，Cardinal2023旧发布仍待主体连续；GovGuard人审/拨款，Elyra代收费用，WonderTx实验与Lumius研发状态分别记录。",
      "evidenceIds": [
        "MISSINGYEAR3-INDEX-POOL",
        "MISSINGYEAR3-31278-HOME",
        "MISSINGYEAR3-31278-REGISTER",
        "MISSINGYEAR3-31311-HOME",
        "MISSINGYEAR3-31381-HOME",
        "MISSINGYEAR3-31381-TERMS",
        "MISSINGYEAR3-31388-HOME",
        "MISSINGYEAR3-31388-TERMS",
        "MISSINGYEAR3-31425-HOME",
        "MISSINGYEAR3-31425-ABOUT",
        "MISSINGYEAR3-31435-HOME"
      ],
      "handling": "客户销售/节省、零件货款、行业TAM、仿体/靶点验证均非自身ARR；无新增收入观测，原发现计数不改。"
    },
    {
      "id": "MISSINGYEAR4-R-BOUNDARY",
      "type": "旧主体、远程依赖与业务收入边界",
      "company": "缺年第四批6项",
      "scope": "dataset",
      "summary": "CONUS2022旧业务不作新创业；Apollo AI主营仍不明；Gravy旧交易标题与当前只读条款/远程依赖分开，空条款和模型效果不补成立/收入。",
      "evidenceIds": [
        "MISSINGYEAR4-INDEX-POOL",
        "MISSINGYEAR4-31473-HOME",
        "MISSINGYEAR4-31473-TERMS",
        "MISSINGYEAR4-31503-HOME",
        "MISSINGYEAR4-31522-HOME",
        "MISSINGYEAR4-31522-TERMS",
        "MISSINGYEAR4-31546-HOME",
        "MISSINGYEAR4-31584-HOME",
        "MISSINGYEAR4-31584-HISTORY",
        "MISSINGYEAR4-31584-PRICE",
        "MISSINGYEAR4-32131-HOME",
        "MISSINGYEAR4-32131-TERMS"
      ],
      "handling": "LOI、目标电价、示例财务、代理替代成本/客户推理节省、采用数和免费医院许可不反推ARR；原发现及收入图不变。"
    },
    {
      "id": "MISSINGYEAR5-R-BOUNDARY",
      "type": "预留推理、额度与价值识别不等收入",
      "company": "缺年第五批6项",
      "scope": "dataset",
      "summary": "Touchmark RFQ及代收、Tarifflo进口货值/用量额度/回收服务、Snowstone识别机会与已实现收益分别记录；硬件/夹具/数据采集不作纯软件。",
      "evidenceIds": [
        "MISSINGYEAR5-INDEX-POOL",
        "MISSINGYEAR5-32168-HOME",
        "MISSINGYEAR5-32253-HOME",
        "MISSINGYEAR5-32253-PRICE",
        "MISSINGYEAR5-32253-LEGAL",
        "MISSINGYEAR5-32319-HOME",
        "MISSINGYEAR5-32319-PRICE",
        "MISSINGYEAR5-32520-HOME",
        "MISSINGYEAR5-32520-TERMS",
        "MISSINGYEAR5-32552-HOME",
        "MISSINGYEAR5-32585-HOME"
      ],
      "handling": "六项成立/主体仍待核，不用同名登记强配；无新ARR，科研履历/第三方触觉研究和展示测试不当产品实测。"
    },
    {
      "id": "MISSINGYEAR6-R-BOUNDARY",
      "type": "容量交易、托管服务与评估边界",
      "company": "缺年第六批6项",
      "scope": "dataset",
      "summary": "GPU指数报价/容量本金/平台费用分开；政府销售与会计托管服务不默认纯SaaS；OneCLI运营者ChartDB与品牌自报年份分开，Runtime自适应最优队列不当独立评测。",
      "evidenceIds": [
        "MISSINGYEAR6-INDEX-POOL",
        "MISSINGYEAR6-32753-COMPANY",
        "MISSINGYEAR6-32814-TERMS",
        "MISSINGYEAR6-33055-TERMS",
        "MISSINGYEAR6-33055-COMPANY",
        "MISSINGYEAR6-33320-PRICE",
        "MISSINGYEAR6-33320-TERMS",
        "MISSINGYEAR6-33320-COMPANY",
        "MISSINGYEAR6-33606-TERMS",
        "MISSINGYEAR6-34365-RESEARCH"
      ],
      "handling": "Ekho2024自述排除仍保留登记缺项；其余五项成立/主体待核，Billow跨来源同一候选不重复计数，无新ARR观测。"
    },
    {
      "id": "MISSINGYEAR7-R-BOUNDARY",
      "type": "新旧主体与实际交付边界",
      "company": "缺年第7批6项",
      "scope": "dataset",
      "summary": "Graphide最新YC字段补年并以现CI/评审分类；Viraj旧涡轮扩市场、Antropi实体制造、Orgo资源计划和Asim引用研究分别保留。",
      "evidenceIds": [
        "MISSINGYEAR7-INDEX-POOL",
        "MISSINGYEAR7-34904-YC",
        "MISSINGYEAR7-34904-HOME",
        "MISSINGYEAR7-34904-COMPANY",
        "MISSINGYEAR7-34926-YC",
        "MISSINGYEAR7-34926-HOME",
        "MISSINGYEAR7-34926-TERMS",
        "MISSINGYEAR7-35058-YC",
        "MISSINGYEAR7-35058-HOME",
        "MISSINGYEAR7-35058-ABOUT",
        "MISSINGYEAR7-35290-YC",
        "MISSINGYEAR7-35290-HOME",
        "MISSINGYEAR7-35290-COMPANY",
        "MISSINGYEAR7-36513-YC",
        "MISSINGYEAR7-36513-HOME",
        "MISSINGYEAR7-36513-TERMS",
        "MISSINGYEAR7-36775-YC",
        "MISSINGYEAR7-36775-HOME",
        "MISSINGYEAR7-36775-ABOUT"
      ],
      "handling": "仅补证与分类，无新收入；成立、主体、合同及性能缺项逐项保留。全缺年池补查不等确认全部年份/AI或完成其他来源。"
    },
    {
      "id": "MISSINGYEAR8-R-BOUNDARY",
      "type": "新旧主体与实际交付边界",
      "company": "缺年第8批6项",
      "scope": "dataset",
      "summary": "Melty免费游戏启动与旧代码工具分开；Blinka资金/资产、Spine经纪佣金与人工、Ascenix旧硬件、Ageospatial跨国主体、Cesara医院回款不作软件ARR。",
      "evidenceIds": [
        "MISSINGYEAR8-INDEX-POOL",
        "MISSINGYEAR8-36907-YC",
        "MISSINGYEAR8-36907-HOME",
        "MISSINGYEAR8-36907-TERMS",
        "MISSINGYEAR8-37170-YC",
        "MISSINGYEAR8-37170-HOME",
        "MISSINGYEAR8-37236-YC",
        "MISSINGYEAR8-37236-HOME",
        "MISSINGYEAR8-37236-TERMS",
        "MISSINGYEAR8-37434-YC",
        "MISSINGYEAR8-37434-HOME",
        "MISSINGYEAR8-37434-ABOUT",
        "MISSINGYEAR8-37468-YC",
        "MISSINGYEAR8-37468-HOME",
        "MISSINGYEAR8-37468-COMPANY",
        "MISSINGYEAR8-37468-TERMS",
        "MISSINGYEAR8-37468-REGISTER-LEAD",
        "MISSINGYEAR8-38556-YC",
        "MISSINGYEAR8-38556-HOME"
      ],
      "handling": "仅补证与分类，无新收入；成立、主体、合同及性能缺项逐项保留。全缺年池补查不等确认全部年份/AI或完成其他来源。"
    },
    {
      "id": "TCSEC25-R-BOUNDARY",
      "type": "竞赛年、旧主体与安全效果口径",
      "company": "2025竞赛安全类别9项",
      "scope": "dataset",
      "summary": "原始/公司公开材料显示均有2025之前的主体或业务；代码安全、变更验证、AI治理、实体恢复、产品测试与Agent授权按交付细分。",
      "evidenceIds": [
        "TCSEC25-INDEX",
        "TCSEC25-AIM-MWC",
        "TCSEC25-AIM-YEAR",
        "TCSEC25-CORGEA-YEAR",
        "TCSEC25-CYDEPLOY-YEAR",
        "TCSEC25-CYNTEGRA-YEAR",
        "TCSEC25-HACKERVERSE-YEAR",
        "TCSEC25-MILLPOND-YEAR",
        "TCSEC25-POLYGRAF-YEAR",
        "TCSEC25-TRUSOURCES-YEAR",
        "TCSEC25-ZEST-YEAR",
        "TCSEC25-AIM-HOME",
        "TCSEC25-CORGEA-HOME",
        "TCSEC25-CYDEPLOY-HOME",
        "TCSEC25-CYNTEGRA-HOME",
        "TCSEC25-HACKERVERSE-HOME",
        "TCSEC25-MILLPOND-HOME",
        "TCSEC25-POLYGRAF-HOME",
        "TCSEC25-TRUSOURCES-HOME",
        "TCSEC25-ZEST-HOME"
      ],
      "handling": "不因参赛或产品转向新增公司。AIM展商annualized revenue非ARR，HACKERverse客户节省、Cyntegra保险损失模型、ZEST前事业财务不入当前收入图；未执行攻击或安装工具，未获独立产品验证。"
    },
    {
      "id": "TCCONS25-R-BOUNDARY",
      "type": "消费交易、硬件和培训的统计单位",
      "company": "2025竞赛消费/教育26项",
      "scope": "dataset",
      "summary": "真人社交/服务、衣物/酒店交易、相机/光学/脑机/脑刺激硬件、AI创作/导购、训练课程及辅导软件分别分类；同名CampusAI、Renude、Billight及早期产品沿革不强配。",
      "evidenceIds": [
        "TCCONS25-INDEX",
        "TCCONS25-AHOI-YEAR",
        "TCCONS25-ALLFOCAL-YEAR",
        "TCCONS25-BILLIGHT-YEAR",
        "TCCONS25-CERCA-YEAR",
        "TCCONS25-FOUNDERWAY-YEAR",
        "TCCONS25-HOTELTREATS-YEAR",
        "TCCONS25-JOTTO-YEAR",
        "TCCONS25-NIM-YEAR",
        "TCCONS25-PERFINGO-YEAR",
        "TCCONS25-PINTOURS-YEAR",
        "TCCONS25-PRICKLY-YEAR",
        "TCCONS25-CYBERFRIEND-YEAR",
        "TCCONS25-RENUDE-YEAR",
        "TCCONS25-SNAP-YEAR",
        "TCCONS25-TASTEIT-YEAR",
        "TCCONS25-TATTD-YEAR",
        "TCCONS25-VISTA-YEAR",
        "TCCONS25-YOUNGMINDS-YEAR",
        "TCCONS25-ZORASAFE-YEAR",
        "TCCONS25-CALIFICADAS-YEAR",
        "TCCONS25-CAMPUS-YEAR",
        "TCCONS25-READMIO-YEAR",
        "TCCONS25-SUPERTEACHER-YEAR",
        "TCCONS25-ZEZEDU-YEAR",
        "TCCONS25-YOUNGMINDS-OFFICER",
        "TCCONS25-HOTELTREATS-TERMS",
        "TCCONS25-TATTD-STORY"
      ],
      "handling": "酒店礼券面值/供应商收入、分钟服务/小费、客户资产/回报/购物提升及硬件销售不混SaaS ARR。5项成立/主体继续待核，未核AI核心留缺；无新增主公司或收入观测，教学/健康效果、专利和试验登记不当独立实测。"
    },
    {
      "id": "TCAG25-R-BOUNDARY",
      "type": "餐饮软件、实体农业与生物原料的收入边界",
      "company": "2025竞赛农业/食品14项",
      "scope": "dataset",
      "summary": "软件按店计费、人工接入，传感/检测设备、耗材、机器人、餐饮加盟与发酵/农化原料分别分类；研究、批次与旧业务不作新成立。",
      "evidenceIds": [
        "TCAG25-INDEX",
        "TCAG25-AIO-YEAR",
        "TCAG25-AQUAWISE-YEAR",
        "TCAG25-CLAVE-YEAR",
        "TCAG25-CREDOSENSE-YEAR",
        "TCAG25-FORTE-YEAR",
        "TCAG25-GENESIS-YEAR",
        "TCAG25-GREENY-YEAR",
        "TCAG25-INSTACROPS-YEAR",
        "TCAG25-KADEYA-YEAR",
        "TCAG25-MUI-YEAR",
        "TCAG25-SHINSTARR-YEAR",
        "TCAG25-TENSORFIELD-YEAR",
        "TCAG25-UNIBAIO-YEAR",
        "TCAG25-VERLEY-YEAR",
        "TCAG25-CLAVE-PRICING",
        "TCAG25-CLAVE-TERMS",
        "TCAG25-AQUAWISE-PROFILE",
        "TCAG25-AQUAWISE-PRESS",
        "TCAG25-UNIBAIO-2023"
      ],
      "handling": "Clave报价、CHURROMANIA旧门店数/流水、Instacrops旧无日期月收入、农户采购计划和产量/节省不入新公司ARR。AquaWise2023/2024语义及现产品转向保留；无新增收入观测或独立效能评级。"
    },
    {
      "id": "TCSPACE25-R-BOUNDARY",
      "type": "航天硬件、保险与旧IP重启主体边界",
      "company": "2025航天防务7项及Rapidly后继",
      "scope": "dataset",
      "summary": "6项有旧成立线索；Endox成立待原始补证。HANCE旧公司及Rapidly新法人分别记录；端侧SDK、实体系统、推进器研发、导航软件和保险经纪分类。",
      "evidenceIds": [
        "TCSPACE25-INDEX",
        "TCSPACE25-AIRBILITY-YEAR",
        "TCSPACE25-ASTRUM-YEAR",
        "TCSPACE25-CHARTER-YEAR",
        "TCSPACE25-ENDOX-YEAR",
        "TCSPACE25-HANCE-YEAR",
        "TCSPACE25-SKYLARK-YEAR",
        "TCSPACE25-SKYLINE-YEAR",
        "TCSPACE25-CHARTER-JOB",
        "TCSPACE25-ENDOX-NAMESAKE",
        "TCSPACE25-ASTRUM-EUROPE",
        "TCSPACE25-RAPIDLY-REG",
        "TCSPACE25-RAPIDLY-PRICING",
        "TCSPACE25-RAPIDLY-LICENSE"
      ],
      "handling": "SBIR/奖项、融资、LOI、云额度、保险保费及客户采购不当经常性收入。Astrum真空/在轨验证仍待，Rapidly材料可访问不证性能；离线永久/期限授权与未来订阅分开。无新增收入观测、无独立实测或造假判断。"
    },
    {
      "id": "TCENERGY25-R-MODELS",
      "type": "能源、材料、设备与节省分成的经营口径",
      "company": "2025清洁能源22项",
      "scope": "dataset",
      "summary": "按材料/器件销售、回收加工净费、工艺授权、实体改造/安装、能源调度、ESG软件和按节省分成细分。AraBat2026美国新实体不重置2022旧业务；Gemini与ShellVive成立仍待核。",
      "evidenceIds": [
        "TCENERGY25-INDEX",
        "TCENERGY25-ARABAT-YEAR",
        "TCENERGY25-ARUNA-YEAR",
        "TCENERGY25-CARBONBRIDGE-YEAR",
        "TCENERGY25-CNS-YEAR",
        "TCENERGY25-COI-YEAR",
        "TCENERGY25-CORAL-YEAR",
        "TCENERGY25-EMOBI-YEAR",
        "TCENERGY25-ENYGY-YEAR",
        "TCENERGY25-GANIGA-YEAR",
        "TCENERGY25-GEMINI-YEAR",
        "TCENERGY25-HELIX-YEAR",
        "TCENERGY25-HKG-YEAR",
        "TCENERGY25-HOMEBOOST-YEAR",
        "TCENERGY25-HYWATTS-YEAR",
        "TCENERGY25-KAIO-YEAR",
        "TCENERGY25-MACRO-YEAR",
        "TCENERGY25-NAMU-YEAR",
        "TCENERGY25-NAWARE-YEAR",
        "TCENERGY25-SEGURA-YEAR",
        "TCENERGY25-SHELLVIVE-YEAR",
        "TCENERGY25-WHISPER-YEAR",
        "TCENERGY25-XATOMS-YEAR"
      ],
      "handling": "不将面向AI客户供电当AI主营，不将电量、装机、保费/碳信用交易、客户节省、融资/补贴或试点全额年化为软件ARR。Whisper零首付仍需负担改造资金，Segura固定收费试点非经常性证明；无新增公司或收入观测。"
    },
    {
      "id": "TCENERGY25-R-ROSTER",
      "type": "2025总名单与单篇登记的覆盖差异",
      "company": "TechCrunch2025总入口",
      "scope": "dataset",
      "summary": "总入口本次解析为201个唯一公司URL而非标题200。现各单篇共144条候选：136条完整规范URL对应、8条名称对应但原链接路径/域名不同；总入口尚有57项未登记。",
      "evidenceIds": [
        "TCENERGY25-MASTER",
        "TCENERGY25-INDEX"
      ],
      "handling": "规范化仅忽略协议、www与尾斜线，保留路径，避免把同在LinkedIn的不同公司误连；8项不凭标题自动确认法律主体。未登记57项：Health33、Manufacturing15、Logistics3、Entertainment6。总入口分类与后续文章移动不同；Rapidly为后继衍生项不算参赛者；完整链接对账在来源台账，未知不作已完成。"
    },
    {
      "id": "TCMI25-R-MEDIA",
      "type": "媒体分发、版权与平台净收入口径",
      "company": "2025竞赛娱乐6项",
      "scope": "dataset",
      "summary": "募款活动、媒体权利管理、音乐份额交易、视频分析与生成叙事工具分别分类。Oriane同名法人2024申报与公司2025主页并列待核。",
      "evidenceIds": [
        "TCMI25-MEDIA-INDEX",
        "TCMI25-ALLTROO-YEAR",
        "TCMI25-METAPYXL-YEAR",
        "TCMI25-NEBULA-YEAR",
        "TCMI25-ORIANE-YEAR",
        "TCMI25-OTHELIA-YEAR",
        "TCMI25-TRANSFORMS-YEAR",
        "TCMI25-ORIANE-FORMD",
        "TCMI25-ORIANE-TERMS"
      ],
      "handling": "不将慈善募集、奖品、艺人/唱片公司预发行款与版税、IP估值、电视覆盖家庭或融资当平台ARR；元数据权利声明不证明权属，媒体/API/人工服务合同仍缺。"
    },
    {
      "id": "TCMI25-R-INDUSTRY",
      "type": "制造控制、软硬件和受监督任务的交付边界",
      "company": "物流制造16项与总入口补充2项",
      "scope": "dataset",
      "summary": "采购Agent、工业建议/控制、机器人训练/部署、开发框架、量子线缆、光谱成像及生物材料分别分类；新增CosmicBrain仅为厂商描述等级。",
      "evidenceIds": [
        "TCMI25-IND-INDEX",
        "TCENERGY25-MASTER",
        "TCMI25-COSMIC-EVALS",
        "TCMI25-COSMIC-SALES",
        "TCMI25-EVOLINQ-YEAR",
        "TCMI25-MBODI-YEAR",
        "TCMI25-PROSPECTRAL-YEAR",
        "TCMI25-PROSPECTRAL-OFFICER",
        "TCMI25-RAVEL-INVESTOR"
      ],
      "handling": "采购货值、客户利润/司机收入、材料销售/处理、硬件运力与软件净费不混ARR；Mbodi2025YC批次不改2024成立，Kinisi收购/前事业出货量不转移为本公司收入，Cosmic拟定试点/示例分数不作已测可靠性。"
    },
    {
      "id": "TCMI25-R-ROSTER",
      "type": "2025总名单登记推进与单篇差异",
      "company": "TechCrunch2025总入口",
      "scope": "dataset",
      "summary": "追加娱乐6、物流制造16、总入口补充2，共24项。现168项登记：160完整规范URL对应、8项名称对应待核，总入口余健康33项未登记。",
      "evidenceIds": [
        "TCENERGY25-MASTER",
        "TCMI25-MEDIA-INDEX",
        "TCMI25-IND-INDEX",
        "TCMI25-HAMILTON-HOME",
        "TCMI25-PROSPECTRAL-HOME"
      ],
      "handling": "此前能源批次的136/8/57核查记录保留为当时状态；本批201链接分区再核。制造单篇16不覆盖原15制造+3物流全部，总入口两项补充单列，不把发布日期2026、名单/机构批次或后继公司当成立年。"
    },
    {
      "id": "TCH25-R-MODELS",
      "type": "健康业务硬件、照护运营与AI订阅边界",
      "company": "2025竞赛健康首6项",
      "scope": "dataset",
      "summary": "原始总名单6项均有2025以前成立/经营线索，不由竞赛年新增主公司。AWEAR一次性套装含终身App与CareHero按电话量分档月订阅分别记录，后者由直接照护转B2B。",
      "evidenceIds": [
        "TCENERGY25-MASTER",
        "TCH25-AKARA-HOME",
        "TCH25-AKARA-YEAR",
        "TCH25-ARMBIONICS-HOME",
        "TCH25-ARMBIONICS-YEAR",
        "TCH25-ARTSKIN-HOME",
        "TCH25-ARTSKIN-YEAR",
        "TCH25-AWEAR-HOME",
        "TCH25-AWEAR-YEAR",
        "TCH25-AXOFT-HOME",
        "TCH25-AXOFT-YEAR",
        "TCH25-CAREHERO-HOME",
        "TCH25-CAREHERO-YEAR",
        "TCH25-ARMBIONICS-SCOPE",
        "TCH25-AWEAR-SCOPE",
        "TCH25-ARTSKIN-SCOPE"
      ],
      "handling": "不把一次性硬件、假肢/康复、手术器件、照护工资/家庭总付款、补助、融资或客户节省工时混ARR；创始人自测、合作标识、厂商案例及拟定临床试验不作独立有效性。原名单ArtSkin完整LinkedIn路径单独匹配。原201URL对账现166完整规范URL、8名称对应待核、健康27未登记，历史核查记录不回写。"
    },
    {
      "id": "TCH25-R-MODELS2",
      "type": "健康检测、数据平台与旧项目沿革",
      "company": "2025竞赛健康第7—12项",
      "scope": "dataset",
      "summary": "Che新生儿设备/纸牌、ELLUSTROS人体工学软硬件、Endless检测/开业支持、Eos医疗运营、FoodforHealth营养API/App、GLITCHERS游戏数据分别分类；Eos复用主表不重复新增。",
      "evidenceIds": [
        "TCENERGY25-MASTER",
        "TCH25-CHE-HOME",
        "TCH25-CHE-YEAR",
        "TCH25-ELLUSTROS-HOME",
        "TCH25-ELLUSTROS-YEAR",
        "TCH25-ENDLESS-HOME",
        "TCH25-ENDLESS-YEAR",
        "TCH25-EOS-HOME",
        "TCH25-EOS-YEAR",
        "TCH25-FOODHEALTH-HOME",
        "TCH25-FOODHEALTH-YEAR",
        "TCH25-GLITCHERS-HOME",
        "TCH25-GLITCHERS-YEAR",
        "TCH25-ELLUSTROS-ABOUT",
        "TCH25-ELLUSTROS-PROFILE",
        "TCH25-ENDLESS-ABOUT",
        "TCH25-FOODHEALTH-ABOUT"
      ],
      "handling": "五项范围前成立/项目，精确注册与商标、旧系统/Lab标签分开；ELLUSTROS官方PDF仅搜索索引可读，Che直达超时不隐去。医疗机构追回款、玩家数据、患者数、商品流水、器械/检测/人工服务与供应商净软件收入分开。没有新增收入观测或独立临床效能结论。原201URL现172完整规范匹配、8名称对应待核、21健康未登记，旧核查记录保留。"
    },
    {
      "id": "TCH25-R-MODELS3",
      "type": "健康AI与研究项目、临床论文及收购边界",
      "company": "2025竞赛健康第13—18项",
      "scope": "dataset",
      "summary": "舆情AI、医疗口译、疟疾器械、呼吸训练/穿戴、贫血照片估计和组织成像分别分类。Lexi2024项目/2025成立自述保留pending-year及2026收购公告，其余5项范围前成立/项目。",
      "evidenceIds": [
        "TCENERGY25-MASTER",
        "TCH25-INNOV8-HOME",
        "TCH25-INNOV8-YEAR",
        "TCH25-LEXI-HOME",
        "TCH25-LEXI-YEAR",
        "TCH25-MARITEST-HOME",
        "TCH25-MARITEST-YEAR",
        "TCH25-MEO-HOME",
        "TCH25-MEO-YEAR",
        "TCH25-MONERE-HOME",
        "TCH25-MONERE-YEAR",
        "TCH25-NEARWAVE-HOME",
        "TCH25-NEARWAVE-YEAR",
        "TCH25-LEXI-ORIGIN",
        "TCH25-LEXI-ACQUIRED",
        "TCH25-MARITEST-ABOUT",
        "TCH25-MEO-STUDY",
        "TCH25-MONERE-ABOUT",
        "TCH25-NEARWAVE-ORIGIN"
      ],
      "handling": "项目/批次不替法人，固定疗程/硬件/机构服务不自动当软件ARR；Meo旧呼吸研究的自报92%和99人回顾样本不验证当前AI穿戴或通用疗效。客户节省、收购方人类口译规模、奖/融资和按人数猜测的收入均不并入新公司收入。原201链接现178完整规范URL对应、8名称/主体待核、健康15未登记，旧核查不回写。"
    },
    {
      "id": "TCH25-R-MODELS4",
      "type": "健康软硬套餐、注册与原始效能边界",
      "company": "2025竞赛健康第19—25项",
      "scope": "dataset",
      "summary": "辅助沟通硬件、营养规则平台、激素趋势设备/会员、医院质量报告、营养建议、CT合成影像及腭植入器械分别分类，7项范围前成立/项目，不新增主公司/收入。",
      "evidenceIds": [
        "TCENERGY25-MASTER",
        "TCH25-NEURALDRIVE-HOME",
        "TCH25-NEURALDRIVE-YEAR",
        "TCH25-NUSEUM-HOME",
        "TCH25-NUSEUM-YEAR",
        "TCH25-OVUL-HOME",
        "TCH25-OVUL-YEAR",
        "TCH25-PHAROS-HOME",
        "TCH25-PHAROS-YEAR",
        "TCH25-PILLARBIOME-HOME",
        "TCH25-PILLARBIOME-YEAR",
        "TCH25-RADICAIT-HOME",
        "TCH25-RADICAIT-YEAR",
        "TCH25-SERENE-HOME",
        "TCH25-SERENE-YEAR",
        "TCH25-NEURALDRIVE-CURRENT",
        "TCH25-NEURALDRIVE-ORIGIN",
        "TCH25-NUSEUM-CURRENT"
      ],
      "handling": "Ovul设备+首期会员和后续月续拆分，旧一次性口径与现页面不混；NeuralDrive旧声带与现眨眼指标不当独立横测/通用读心，NUSEUM营养验证框架不当完成结果，PillarBiome示例和候补不当付费。RADiCAIT2024加速器与精确注册、同名投资载体分开；不把未确认新域或前公司退出/团队搬入本公司。原201URL现185完整规范对应、8主体对应待核、健康8未登记，历史记录不回写。"
    },
    {
      "id": "TCH25-R-MODELS5",
      "type": "真人照护、实验室检测与软件净收入",
      "company": "2025竞赛健康最后8项",
      "scope": "dataset",
      "summary": "真人倾听、呼气实验室预筛、医生激素咨询、声学监测、VR/文书平台、疲劳风险分析、产后照护及智能衣物分别分类，Sybil成立缺项，其余7范围前。",
      "evidenceIds": [
        "TCENERGY25-MASTER",
        "TCH25-HUG-HOME",
        "TCH25-HUG-YEAR",
        "TCH25-SPOT-HOME",
        "TCH25-SPOT-YEAR",
        "TCH25-SYBIL-HOME",
        "TCH25-SYBIL-YEAR",
        "TCH25-VITAL-HOME",
        "TCH25-VITAL-YEAR",
        "TCH25-VIZQ-HOME",
        "TCH25-VIZQ-YEAR",
        "TCH25-VOCADIAN-HOME",
        "TCH25-VOCADIAN-YEAR",
        "TCH25-YUZI-HOME",
        "TCH25-YUZI-YEAR",
        "TCH25-ZEMI-HOME",
        "TCH25-ZEMI-YEAR",
        "TCH25-SPOT-CURRENT",
        "TCH25-SYBIL-CARE",
        "TCH25-VOCADIAN-MIT",
        "TCH25-ZEMI-UCONN"
      ],
      "handling": "真人报酬、检测/样本/犬只操作、医生服务、护理/酒店、医保回收与软件净费分开。Sybil前2000是报价上限非客户数；VIZQ免付费宣传及VitalROI节省模型不作ARR，Zemi付费试点无金额不得年化，MIT演示/约定PoC非成交。没有新增收入观测或独立临床结论。"
    },
    {
      "id": "TCH25-R-ROSTER-FINAL",
      "type": "2025原始总入口候选登记对账",
      "company": "TechCrunch2025总入口201URL",
      "scope": "dataset",
      "summary": "普通HTML总入口实计201唯一URL（标题200），最后健康8追加后全部URL均有候选登记：193完整规范URL对应、8仅名称对应仍待原链接/主体核实；不再有未登记URL。",
      "evidenceIds": [
        "TCENERGY25-MASTER",
        "TCH25-HUG-YEAR",
        "TCH25-SPOT-YEAR",
        "TCH25-SYBIL-YEAR",
        "TCH25-VITAL-YEAR",
        "TCH25-VIZQ-YEAR",
        "TCH25-VOCADIAN-YEAR",
        "TCH25-YUZI-YEAR",
        "TCH25-ZEMI-YEAR"
      ],
      "handling": "仅完成该原始入口逐项候选登记与访问尝试；8主体对应、逐项年份/AI/收入缺项继续保留，登记不等原始主体核实。后续单篇重分组和遗漏/补充分别记，不把2026文章日期当2026成立；2026全名单和两年媒体档案尚未全核。历史各批剩余数为当时记录，原始YC发现快照不回写。"
    },
    {
      "id": "TCAL25-R-LINKS",
      "type": "原始网址与公司候选反链核查",
      "company": "2025总入口8项非完全URL对应",
      "scope": "dataset",
      "summary": "MUI语言路径、Mendo跳转、CashewAbout链接、Dobs公司反链、Hypercubic/Billow官方YCwebsite、Plurall跨域反链确认7项网页关联；不修改成立年/收入状态。",
      "evidenceIds": [
        "TCAL25-MUI",
        "TCAL25-MENDO",
        "TCAL25-CASHEW-HOME",
        "TCAL25-CASHEW-ABOUT",
        "TCAL25-DOBS-HOME",
        "TCAL25-DOBS-PROFILE",
        "TCAL25-HYPER-YC",
        "TCAL25-HYPER-HOME",
        "TCAL25-BILLOW-YC",
        "TCAL25-BILLOW-HOME",
        "TCAL25-PLURALL-INFO",
        "TCAL25-PLURALL-AI",
        "TCAL25-SAVE-HOME",
        "TCAL25-SAVE-PRIVACY"
      ],
      "handling": "193原样规范URL与7有原始证据的路径/跨域/目录对应分栏，不能把二者都称精确URL一致；剩SaveFirst现运营者Teak与Perfingo关联未明。网页身份对应与法人注册/效能/营收复核分开，旧观察和历史核查记录保留。"
    },
    {
      "id": "TCAL25-R-SAVE",
      "type": "旧名单域名的现运营者与收入口径",
      "company": "Perfingo原名单链接/当前SaveFirst",
      "scope": "dataset",
      "summary": "savefirst.app现条款列TexasTeakSoftwareStudioLLC，页面产品/经营者与Perfingo未建立原始沿革证据，保留pending对应。",
      "evidenceIds": [
        "TCAL25-SAVE-HOME",
        "TCAL25-SAVE-PRIVACY",
        "TCCONS25-PERFINGO-HOME",
        "TCCONS25-PERFINGO-YEAR"
      ],
      "handling": "不从2026政策推新公司成立，不把Perfingo的2022、S$报价、AI功能或任何收入搬入SaveFirst。当前规则解析与计划中AI后备、候补与付费、官网标价/样例余额/政策不销售分开，未查真实财务，不作造假结论。"
    },
    {
      "id": "TC26AG-R-MODELS",
      "type": "2026农业食品的设备、材料与软件口径",
      "company": "2026竞赛农业食品7项",
      "scope": "dataset",
      "summary": "温室自动化、植物替代肉、冷链租赁、细胞培养原料、土壤胶囊、基因编辑食品及无人机修复分别分类；4范围外、1年份待核、2AI主营待核。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26AG-CANOPII-HOME",
        "TC26AG-CANOPII-YEAR",
        "TC26AG-DELIGHT-HOME",
        "TC26AG-DELIGHT-YEAR",
        "TC26AG-GREENBOX-HOME",
        "TC26AG-GREENBOX-YEAR",
        "TC26AG-KROKOS-HOME",
        "TC26AG-KROKOS-YEAR",
        "TC26AG-MUJU-HOME",
        "TC26AG-MUJU-YEAR",
        "TC26AG-NUTS-HOME",
        "TC26AG-NUTS-YEAR",
        "TC26AG-TREETRACK-HOME",
        "TC26AG-TREETRACK-YEAR"
      ],
      "handling": "无人化/自然触发/CRISPR不自动当AI，Muju2025注册不单独满足AI主营。农产品/食品原料、冷库柜位、种子/胶囊及现场运营与净软件收入拆分；农户增产、避免损失、生态/碳目标、融资和样品不作ARR，未新增收入观测。"
    },
    {
      "id": "TC26AG-R-ROSTER",
      "type": "2026总入口具名及空锚的首轮对账",
      "company": "TechCrunch2026公开总入口",
      "scope": "dataset",
      "summary": "2026-08-20入口标题200，实际名单HTML有201具名唯一公司URL及3空锚；总204锚/203唯一URL。具名首7农业食品已尝试原始资料，其余194待核。Kilo原域与主表AI072相同，未单凭URL另增公司或声称该条已深核。",
      "evidenceIds": [
        "TC26AG-INDEX"
      ],
      "handling": "空锚含Nunatak、Efiwe及Spiky域名，其中后两与具名有重复或斜线差异，均单列不猜测新公司；与网页工具缓存的少量具名差异记录为访问差异。2025入口201记录不改；2026不是2025文章发布日期错移，余类别/档案/财务仍未全核。"
    },
    {
      "id": "TC26AUTO-R-MODELS",
      "type": "汽车交通的软硬件、租赁与支付净费",
      "company": "2026竞赛汽车交通6项",
      "scope": "dataset",
      "summary": "车队摄像头/云告警、物理AI测试设施待核、预防晕车器件、汽车租赁平台、神经传感和物业停车/充电分别分类。3范围外、2待年份、1待AI。",
      "evidenceIds": [
        "TC26AUTO-CAUTIO-HOME",
        "TC26AUTO-CAUTIO-YEAR",
        "TC26AUTO-LAPLACE-HOME",
        "TC26AUTO-LAPLACE-YEAR",
        "TC26AUTO-MOTIONSYNC-HOME",
        "TC26AUTO-MOTIONSYNC-YEAR",
        "TC26AUTO-MYMONTHLY-HOME",
        "TC26AUTO-MYMONTHLY-YEAR",
        "TC26AUTO-NEUMO-HOME",
        "TC26AUTO-NEUMO-YEAR",
        "TC26AUTO-URBANCHAIN-HOME",
        "TC26AUTO-URBANCHAIN-YEAR",
        "TC26AUTO-MOTIONSYNC-LICENSE",
        "TC26AUTO-MOTIONSYNC-PROGRAM"
      ],
      "handling": "车队硬件/安装/流量、OEM许可和工程、汽车/押金/保险、停车充电支付与净软件收入不混；按月租车不自动是SaaSARR，大学资助/许可/投资授权和众筹预订不等销售。Neumo旧创业退出/收入不继承，官网验证自述及媒体盈利没有原始底表不作为新公司收入/独立等级。"
    },
    {
      "id": "TC26AUTO-R-ROSTER",
      "type": "2026汽车交通原始链接登记推进",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "汽车交通6原网址逐项尝试，MotionSync网页工具不可读但普通HTML可读；Laplace和MyMonthlyCar普通HTML仍只标题/外壳。现13具名网址有记录，余188，3空锚另列。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26AUTO-CAUTIO-HOME",
        "TC26AUTO-LAPLACE-HOME",
        "TC26AUTO-MOTIONSYNC-HOME",
        "TC26AUTO-MYMONTHLY-HOME",
        "TC26AUTO-NEUMO-HOME",
        "TC26AUTO-URBANCHAIN-HOME"
      ],
      "handling": "原始HTML名单计数/分类、空锚和2025对账保留，不拿参赛年替成立；原站不可读与替代机构/公司资料分列，候选已登记不等原始法人/AI/财务已确认，未完成两年档案。"
    },
    {
      "id": "TC26ENT1-R-FINANCE",
      "type": "企业软件收费与非收入口径",
      "company": "2026企业组前8项",
      "scope": "dataset",
      "summary": "Apex一次性验证/月费/专家报酬；Ariso日价；ArustoMSA阈值；BountyGMV/客户承诺和第三方Agent支付；Collar伙伴市值/演示财务；Cotriply旅行预订本金均与已实现自身经常净收入分开。",
      "evidenceIds": [
        "TC26ENT1-APEX-PRICING",
        "TC26ENT1-ARISO-HOME",
        "TC26ENT1-ARUSTO-TERMS",
        "TC26ENT1-BOUNTY-ACCELERATOR",
        "TC26ENT1-BOUNTY-HOME",
        "TC26ENT1-COLLAR-HOME",
        "TC26ENT1-COLLAR-ABOUT",
        "TC26ENT1-COTRIPLY-YEAR",
        "TC26ENT1-BUZZ-YEAR"
      ],
      "handling": "无新增收入观测，4新公司revenueStatus未知；不把承诺或报价年化，不继承创始人/旅行社/合作方收入。后续核合同、履行、收入确认、退款、净抽成及实施人力，缺项不自动指向造假。"
    },
    {
      "id": "TC26ENT1-R-ROSTER",
      "type": "2026企业组有限名单推进",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "前8原网址登记，4新关联、2范围外、2成立/主体待核；原具名201中21已登记、180待核，另3空锚。Cotriply原域外壳与旅行社403分别保留。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26ENT1-AIEEV-YEAR",
        "TC26ENT1-APEX-YEAR",
        "TC26ENT1-ARISO-YEAR",
        "TC26ENT1-ARUSTO-YEAR",
        "TC26ENT1-BOUNTY-ACCELERATOR",
        "TC26ENT1-BUZZ-YEAR",
        "TC26ENT1-COLLAR-YEAR",
        "TC26ENT1-COTRIPLY-YEAR",
        "TC26ENT1-COTRIPLY-AGENCY"
      ],
      "handling": "保留2025入口、2026原始名单与空锚，不用参赛年/条款日期推成立；公司主页自报与机构字段分列。当前交付仅描述等级，未执行产品或确认独立效果，未完成全部来源。"
    },
    {
      "id": "TC26ENT2-R-FINANCE",
      "type": "企业合同、额度与客户成果隔离",
      "company": "2026企业组第9—16项",
      "scope": "dataset",
      "summary": "Dosu年付月等值/用量、EasyMateAppOwner收款与客户增收、GuideAI预付结果合同/第三方身份未对齐估算、Kilo充值额度/模型本金/处理费/算力、Lumai硬件与软件分别留缺。 Intelligible客户定价机会与医院预算不作自身ARR。",
      "evidenceIds": [
        "TC26ENT2-DOSU-PRICE",
        "TC26ENT2-EASYMATE-TERMS",
        "TC26ENT2-EASYMATE-YEAR",
        "TC26ENT2-GUIDE-PRICE",
        "TC26ENT2-GUIDE-ESTIMATE",
        "TC26ENT2-KILO-PRICE",
        "TC26ENT2-LATCH-ACQUISITION",
        "TC26ENT2-LUMAI-HOME",
        "TC26ENT2-INTELLIGIBLE-UNIVERSITY"
      ],
      "handling": "不新增收入观测或ARR，EasyMate未知收入；合同报价/额度/采用/预约量/旧雇主与收购方规模不当实现经常收入。后续核净费、履约、退款、续订、人工成本及收入归属，不能由缺项或离散性推定造假。"
    },
    {
      "id": "TC26ENT2-R-ROSTER",
      "type": "2026企业组第二批与近名主体核对",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "原网址8项逐项尝试，1新主公司、1既有关联、4范围前年份、2原始成立待核。Lumai官网编号对应英国登记；Latch当前域仅标题，与latch.ai近名产品分开。现29有候选记录、余172具名及3空锚。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26ENT2-DOSU-YEAR",
        "TC26ENT2-EASYMATE-YEAR",
        "TC26ENT2-GUDEA-YEAR",
        "TC26ENT2-GUIDE-YEAR",
        "TC26ENT2-GUIDE-TERMS",
        "TC26ENT2-INTELLIGIBLE-YEAR",
        "TC26ENT2-INTELLIGIBLE-UNIVERSITY",
        "TC26ENT2-KILO-YEAR",
        "TC26ENT2-LATCH-HOME",
        "TC26ENT2-LATCH-ACQUISITION",
        "TC26ENT2-LATCH-FOUNDER-ACCESS",
        "TC26ENT2-LUMAI-ENTITY",
        "TC26ENT2-LUMAI-REGISTER"
      ],
      "handling": "保留原名单、2025对应与旧证据；品牌/发布/条款/收购日期不代成立。网站外壳与可读机构资料分列，候选有记录不等主体/AI/财务全确认，未完成两年档案。"
    },
    {
      "id": "TC26ENT3-R-FINANCE",
      "type": "模拟样本、收入档和计费单位边界",
      "company": "2026企业组最后10项",
      "scope": "dataset",
      "summary": "Marketrix/行为模型模拟不当真实受访者或销售，Mesh应计分录/客户规模不当自身收入，Optise平台运营/卖方转售不重复；Trinitite试点/席位报价、YOUnified融资/宽收入档与计费单位差异分列。",
      "evidenceIds": [
        "TC26ENT3-MARKETRIX-YEAR",
        "TC26ENT3-MESH-HOME",
        "TC26ENT3-OPTISE-TERMS",
        "TC26ENT3-TRINITITE-PRICE",
        "TC26ENT3-TRINITITE-INVESTOR",
        "TC26ENT3-YOUNIFIED-SEC",
        "TC26ENT3-YOUNIFIED-PRICE",
        "TC26ENT3-SPIKY-HOME"
      ],
      "handling": "不新增任何ARR/MRR/收入观测，均不据宣传、原$报价、年化合同目标或客户效果估公司收入。待核实际订单、单位、净收入、履约/退款及实施支持成本；表面差异与离散性不是造假结论。"
    },
    {
      "id": "TC26ENT3-R-ROSTER",
      "type": "企业组26具名URL对账与原始登记补证",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "企业最后10完成访问记录，Mesh仅深化；Optise官方HTTP原始登记2024与条款编号相符，网页工具不可读差异保留；Marketrix2024履历/当前2025、Trinitite旧品牌、YOUnified2024经营/2026法人等待补。现2026具名39登记、162未登记。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26ENT3-MARKETRIX-CV",
        "TC26ENT3-MESH-YC",
        "TC26ENT3-MIRROR-YEAR",
        "TC26ENT3-OPTISE-REGISTER",
        "TC26ENT3-PARAVERSE-YEAR",
        "TC26ENT3-PITCHIN-PROFILE",
        "TC26ENT3-SPIKY-YEAR",
        "TC26ENT3-STATGENIUS-ABOUT",
        "TC26ENT3-TRINITITE-OLD-BRAND",
        "TC26ENT3-YOUNIFIED-SEC"
      ],
      "handling": "企业26只代表具名原网址都有尝试/记录，不证明所有候选成立/AI/收入完成，2025与2026来源全覆盖仍缺。原3空锚保留，其中Spiky与具名同URL对应、其余2待核；主公司不重复新增。"
    },
    {
      "id": "TC26CYBER-R-FINANCE",
      "type": "安全软件、人工服务及损失/融资隔离",
      "company": "2026网络安全13项",
      "scope": "dataset",
      "summary": "Cerberus软件年费与C7评估/培训、HODOR按用户欧元合同、PsyberCog咨询/干预伙伴、融资/事故损失/保额/客户ROI及攻击样本均不混入已实现自身ARR。",
      "evidenceIds": [
        "TC26CYBER-CERBERUS-HOME",
        "TC26CYBER-CERBERUS-YEAR",
        "TC26CYBER-HODOR-TERMS",
        "TC26CYBER-HODOR-PRICE",
        "TC26CYBER-HARDSHELL-SEC",
        "TC26CYBER-PSYBERCOG-YEAR",
        "TC26CYBER-REIN-HOME",
        "TC26CYBER-SPEKTRUM-HOME",
        "TC26CYBER-TROTTA-HOME"
      ],
      "handling": "4新公司收入未知、无新增财务观测。报价、资本、使用/对话/攻击计数不年化；后续核合同、净费、续订、外包与通话/模型/实施成本，缺项与离散性不直接推出造假。"
    },
    {
      "id": "TC26CYBER-R-ROSTER",
      "type": "2026安全组13项有限名单与原始证据范围",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "原始名单安全13网址全有访问/候选记录，4新关联、7旧范围外、2原始年份缺；公司帖14类别数量不改原名单13。现52登记、149未登记。HODOR条款与法国官方API2025唯一编号对应。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26CYBER-APATE-HOME",
        "TC26CYBER-CERBERUS-YEAR",
        "TC26CYBER-CUDE-HOME",
        "TC26CYBER-DETECTIF-COMPANY",
        "TC26CYBER-DETECTIF-BENCHMARK",
        "TC26CYBER-HARDSHELL-YEAR",
        "TC26CYBER-HODOR-REGISTER",
        "TC26CYBER-INDORA-PROFILE",
        "TC26CYBER-MAGIER-YEAR",
        "TC26CYBER-PSYBERCOG-YEAR",
        "TC26CYBER-REIN-YEAR",
        "TC26CYBER-SPEKTRUM-YEAR",
        "TC26CYBER-STRAIKER-YEAR",
        "TC26CYBER-TROTTA-YEAR"
      ],
      "handling": "原始名单/2025对账不回写，访问登记不等主体/AI/财务全核。CUDE/Magier普通HTML可读与网页工具失败分列，Trotta公司缓存与直达不同；Detectif评分归属与厂商延迟分开，未读GitHub结果不升级技术等级，未执行外部攻击/安装或接入。"
    },
    {
      "id": "TC26FIN-R-FINANCE",
      "type": "金融资产、credits与专业服务收入拆分",
      "company": "2026金融科技10项",
      "scope": "dataset",
      "summary": "Allin资本募集/演示财务/传统顾问价、Aparta房屋权益、Finaive托管/交易、FirstGlance投资者drypowder、Prismm遗产/存款、Zeeh贷款与信用数据均非公司软件ARR；记账/税务软件席位和用量另列。",
      "evidenceIds": [
        "TC26FIN-ALLIN-HOME",
        "TC26FIN-APARTA-HOME",
        "TC26FIN-FINAIVE-YEAR",
        "TC26FIN-FIRSTGLANCE-HOME",
        "TC26FIN-PRISMM-HOME",
        "TC26FIN-ZEEH-HOME",
        "TC26FIN-DODOCS-PRICE",
        "TC26FIN-TAXFIGURE-PRICE",
        "TC26FIN-TAXFIGURE-TERMS"
      ],
      "handling": "3新公司收入未知，未新增ARR/MRR/财务观测。DoDocsUSD和TaxFigureUSD有原始货币依据，年付等值/默认折扣/credits/采购阈值不当实际经常收入；待核净费、续订、实施/顾问服务与资金归属，不从缺项/差异推定造假。"
    },
    {
      "id": "TC26FIN-R-ROSTER",
      "type": "2026金融10原始链接与旧业务年份核对",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "金融10原网址全有访问记录：3新公司、6旧年份/业务范围外、1待年；Tabby2024公司/2025产品分开，Prismm2021条款仅证明旧业务。Zeeh官方原域反链核网页对应。现62登记、139未登记。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26FIN-ALLIN-YEAR",
        "TC26FIN-APARTA-YEAR",
        "TC26FIN-CEDAR-YEAR",
        "TC26FIN-DODOCS-YEAR",
        "TC26FIN-FINAIVE-YEAR",
        "TC26FIN-FIRSTGLANCE-PROFILE",
        "TC26FIN-PRISMM-TERMS",
        "TC26FIN-TABBY-YEAR",
        "TC26FIN-TAXFIGURE-YEAR",
        "TC26FIN-ZEEH-YEAR",
        "TC26FIN-ZEEH-BRAND-LINK"
      ],
      "handling": "保留原2025/2026名单和原始URL；公司帖子提CLIMAT8/Gemba/Verapath等与原金融10快照的差异待核，不据帖子回写/声称额外已查。Finaive外壳、Prismm403/网页工具可读、ZeehTLS失败分列。只有厂商描述技术等级，未运行程序或接入财务数据，全部来源仍未完成。"
    },
    {
      "id": "TC26GOV-R-REVENUE",
      "type": "法律服务、许可及AI证据收入边界",
      "company": "2026法律与公共事务7项",
      "scope": "dataset",
      "summary": "Legali软件平台与独立律师签约、LexsyAI辅助人工律所服务、Bakua许可/保险准备及wellplayd治理软件分别核；Tzun为记录基础设施。",
      "evidenceIds": [
        "TC26GOV-LEGALI-TERMS",
        "TC26GOV-LEXSY-FOUNDER",
        "TC26GOV-LEXSY-BAR",
        "TC26GOV-BAKUA-PERMIT",
        "TC26GOV-TZUN-HOME",
        "TC26GOV-TZUN-SDK",
        "TC26GOV-WELLPLAYD-HOME"
      ],
      "handling": "两家新增公司收入未知，未新增ARR/MRR观测。案件律师费、保费/押金、政策覆盖、专利申请、用户/会员数、试用和折扣不作软件净ARR；不能从缺项判断造假。"
    },
    {
      "id": "TC26GOV-R-ROSTER",
      "type": "2026法律与公共事务7项主体及技术缺项",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "7项原网址有访问记录，2关联、1范围外、3待年份、1待AI；同域原始主体和成立依据分别记录。具名69登记、132待登记。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26GOV-ALLIED-HOME",
        "TC26GOV-LEGALI-YEAR",
        "TC26GOV-LEXSY-FOUNDER",
        "TC26GOV-LEXSY-BAR",
        "TC26GOV-POLLSEE-YEAR",
        "TC26GOV-TZUN-YEAR",
        "TC26GOV-TZUN-SDK",
        "TC26GOV-WELLPLAYD-YEAR",
        "TC26GOV-WELLPLAYD-LEGAL"
      ],
      "handling": "HealthAllied不能由近名IT资产聚合资料替代；Lexsy律师执业日/文章不替成立；wellplayd主体成立不等AI。Tzun源码说明可读不称开源/独立验证，导出签名限制保留。未执行产品、提交案件或政治资料，全部来源仍未完成。"
    },
    {
      "id": "TC26HR-R-REVENUE",
      "type": "按次评估、咨询与订阅收入核验",
      "company": "2026人才与招聘5项",
      "scope": "dataset",
      "summary": "Your360价格FAQ明确每个360周期一次购买，12个月功能访问不等年订阅；第三方660K年收入是估算，未得经常性/财务原始补证。SLI付费机构无金额，AskMAE定制/模块/dashboard订阅分开。",
      "evidenceIds": [
        "TC26HR-YOUR360-PRICE",
        "TC26HR-YOUR360-LATKA",
        "TC26HR-YOUR360-TERMS",
        "TC26HR-ASKMAE-PRICE",
        "TC26HR-SLI-HOME"
      ],
      "handling": "新公司收入未知，未新增ARR/MRR观测；证券销售、传统评估成本、客户ROI、评估/学生人数与行业规模不当自身软件ARR。Your360本页$未核具体币种，不补USD。"
    },
    {
      "id": "TC26HR-R-ROSTER",
      "type": "2026人才招聘5项年份与当前交付",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "5原网址逐项访问：1新增、3范围外、1成立待核；NTangible当前2023与旧缓存2024均范围前，AskMAE.ai与askmae.app近名不同主体，Reel.com/.net对应范围保留。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26HR-ASKMAE-REGISTRY-GAP",
        "TC26HR-NTANGIBLE-YEAR",
        "TC26HR-REEL-YEAR",
        "TC26HR-SLI-YEAR",
        "TC26HR-YOUR360-YEAR",
        "TC26HR-YOUR360-SEC"
      ],
      "handling": "不把赛事年/旧研究年/条款或证券首售日当成立。按AI交付重分类，AskMAE暂C05，体育评估/职业反馈C07；官网外壳、SCC不可读、第三方转载与原始资料分列。现具名74登记/127待登记，全部来源仍未完成。"
    },
    {
      "id": "TC26LOG-R-REVENUE",
      "type": "机器人、物流及认证服务收入边界",
      "company": "2026物流供应链6项",
      "scope": "dataset",
      "summary": "航空延误市场损失、仓库节省/替代工时、融资、货运/商品交易额、代付关费/融资本金与软件净费分开；硬件改装、现场集成、配送和认证咨询不能全部年化软件ARR。",
      "evidenceIds": [
        "TC26LOG-ATREUS-HOME",
        "TC26LOG-ATREUS-FOUNDER",
        "TC26LOG-DESTRO-HOME",
        "TC26LOG-DESTRO-RELEASE",
        "TC26LOG-DEXA-HOME",
        "TC26LOG-NUPORT-HOME",
        "TC26LOG-RIDELINK-HOME",
        "TC26LOG-SSINDEX-HOME",
        "TC26LOG-SSINDEX-OLD-BUSINESS"
      ],
      "handling": "2新公司收入未知，未新增ARR/MRR。Destro商业收入无金额/经常定义；Atreus0—100K宽营收档不取中点/不当零收入；客户ROI/资助/专利/评分均不当净收入。"
    },
    {
      "id": "TC26LOG-R-ROSTER",
      "type": "2026物流6项成立与近名主体复核",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "6原网址有访问记录、2关联4暂范围外。Atreus原始创始人缓存2025/当前Founded缺失，Destro投资机构2025；旧博士研究、Dexa品牌、NuPort近名及Ridelink2017/2021边界分列。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26LOG-ATREUS-FOUNDER",
        "TC26LOG-ATREUS-POST",
        "TC26LOG-DESTRO-YEAR",
        "TC26LOG-DEXA-PRIVACY",
        "TC26LOG-DEXA-YEAR",
        "TC26LOG-NUPORT-YEAR",
        "TC26LOG-RIDELINK-YEAR",
        "TC26LOG-SSINDEX-OLD-BUSINESS"
      ],
      "handling": "网站对应不等全部注册/合同核验；SSINDEX旧认证业务不补精确公司年或AI核心。2026具名80登记/121待登记、2空锚待对应，整体研究未完成；未执行软件、运行机器人或提交业务资料。"
    },
    {
      "id": "TC26PROP-R-REVENUE",
      "type": "房地产流水、硬件月租与软件ARR",
      "company": "2026房地产6项",
      "scope": "dataset",
      "summary": "房价/租金、按揭/建材融资、物业处理付款、融资和专业服务净费不等软件ARR；Vitro合作清洁机器人月租与未来AI检测分开，Blueprints演示/V2定金非订阅。",
      "evidenceIds": [
        "TC26PROP-BLUEPRINTS-PRICE",
        "TC26PROP-BLUEPRINTS-TERMS",
        "TC26PROP-BLUEPRINTS-LATKA",
        "TC26PROP-PROPRA-HOME",
        "TC26PROP-TITL-HOME",
        "TC26PROP-VITRO-HOME",
        "TC26PROP-VITRO-ABOUT",
        "TC26PROP-WATAD-HOME",
        "TC26PROP-ZIFFY-HOME"
      ],
      "handling": "未新增收入观测，新公司收入未知。Latka440K明确估算且annualrevenue/标题ARR不一致、成立2022未对齐，不改成公司披露。报价原$未明币种不补USD，credits/客户数/注册数和意向不当收入。"
    },
    {
      "id": "TC26PROP-R-ROSTER",
      "type": "2026房地产主体、年份及交付版本差异",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "6原网址有访问记录，1新关联3暂范围外2待年份。Blueprints官网2024、主页缓存2025与聚合2022分列；Vitro自报2025但检测/清洁顺序及13/9类缺陷版本不同。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26PROP-BLUEPRINTS-HOME",
        "BLUEPRINTS-PROFILE-ACCESS",
        "TC26PROP-BLUEPRINTS-LATKA",
        "TC26PROP-PROPRA-YEAR",
        "TC26PROP-TITL-YEAR",
        "TC26PROP-VITRO-YEAR",
        "TC26PROP-VITRO-ABOUT",
        "TC26PROP-WATAD-YEAR",
        "TC26PROP-ZIFFY-YEAR-GAP"
      ],
      "handling": "保留既有发现记录、当前证据和缺项，不据矛盾判造假或重写原始年度快照。当前具名86登记/115待登记，AI新品发布日期不替公司成立；不混Ziffy按揭/旧品牌或Vitro近名设备，整体来源仍未完成。"
    },
    {
      "id": "TC26MKT-R-REVENUE",
      "type": "公关包、合作抽成与现场测量净收入",
      "company": "2026营销广告8项",
      "scope": "dataset",
      "summary": "公关人工包附不自动续订席位、现场测量设备/报告、onSpark订阅/托管/成果费和内容服务需拆；客户AUM/记录、合作收益、广告预算/赞助及前创业收入均非新平台软件ARR。",
      "evidenceIds": [
        "TC26MKT-FLOQER-HOME",
        "TC26MKT-HONEY-HOME",
        "HONEY-PACKAGE",
        "HONEY-PACKAGE-TERMS",
        "TC26MKT-LOOQ-HOME",
        "TC26MKT-ONSPARK-HOME",
        "TC26MKT-ONSPARK-TERMS",
        "TC26MKT-PRODI-PROFILE",
        "TC26MKT-SNOIKA-HOME",
        "TC26MKT-INTUITION-HOME"
      ],
      "handling": "新公司收入未知，未新增收入观测。onSpark15%是客户已收合作收益抽成口径、100K是保证目标而非当前收入；原$不补币种，年付等值不等当月收款，实际合同/退款/服务人工需核。"
    },
    {
      "id": "TC26MKT-R-ROSTER",
      "type": "2026营销8项主体/年份及当前交付复核",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "8原网址均有访问记录：1新公司4范围外3待成立。LOOQ2026日本主体/2025项目分列，官方登记查询不可读；Honeyjar主字段2025与旧2024转载缺项保留。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26MKT-CONNEXA-ENTITY",
        "FLOQER-YEAR",
        "TC26MKT-HONEY-YEAR",
        "TC26MKT-LOOQ-HOME",
        "TC26MKT-LOOQ-INTERVIEW",
        "TC26MKT-LOOQ-REGISTRY-GAP",
        "TC26MKT-ONSPARK-TERMS",
        "TC26MKT-PRODI-OLD",
        "TC26MKT-SNOIKA-YEAR",
        "TC26MKT-INTUITION-YEAR"
      ],
      "handling": "Connexa运营Harbor、onSpark运营DealRoom不由产品/条款年猜成立；不混其他onSpark/LOOQ近名。LOOQ旧访谈人口属性与现官网不推断边界不同，未验证当前处理。现具名94登记/107待登记、2空锚仍待对应，全部来源未完成。"
    },
    {
      "id": "TC26RM-R-REVENUE",
      "type": "零售商品、创作者佣金和媒体成果收费",
      "company": "2026零售4及媒体4项",
      "scope": "dataset",
      "summary": "鞋类实物销售、奢侈品芯片/凭证、商家销售/广告费、创作者佣金、节目授权/策展、活动人工/酬劳与AI软件净费分开；PressClub按报道成功费不等订阅。",
      "evidenceIds": [
        "TC26RM-CREASE-HOME",
        "TC26RM-SIMPLICITY-HOME",
        "TC26RM-VERITAS-HOME",
        "TC26RM-WEAR-PROFILE",
        "TC26RM-EDIT-HOME",
        "TC26RM-MAKA-HOME",
        "TC26RM-MAKA-INVESTOR",
        "TC26RM-PRESS-HOME",
        "TC26RM-PRESS-TERMS",
        "TC26RM-PRESS-FOUNDER",
        "TC26RM-SOUNDCHECK-HOME"
      ],
      "handling": "没有新增公司收入观测。PressClub初始20美元单笔和奖品不年化；month-to-month合作非固定订阅、新闻线代付非净费，原$未明币种不补USD；零售销量/评价/融资/客户省工不是自身ARR。"
    },
    {
      "id": "TC26RM-R-ROSTER",
      "type": "2026零售媒体8项旧项目与主体边界",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "8原网址有访问记录：Crease2021、Simplicity2021、WearIt2024旧项目、Edit2021旧业务、Soundcheck2024暂范围外；Veritas/Maka/PressClub3待成立/主体与AI。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26RM-CREASE-YEAR",
        "TC26RM-SIMPLICITY-YEAR",
        "TC26RM-VERITAS-PROFILE",
        "TC26RM-WEAR-OLD",
        "TC26RM-EDIT-OLD-TERMS",
        "TC26RM-EDIT-YEAR",
        "TC26RM-MAKA-PROFILE",
        "TC26RM-MAKA-INVESTOR",
        "TC26RM-PRESS-TERMS",
        "TC26RM-PRESS-FOUNDER",
        "TC26RM-SOUNDCHECK-YEAR"
      ],
      "handling": "不由2026参赛、新AI功能、投资/发布日或隐私条款年重置成立。Veritas芯片不自动作AI、Maka机构AI描述非当前实现证明；缓存/直达外壳/失败分别记录。具名102登记/99待登记、2空锚待对应，整体来源仍未完成。"
    },
    {
      "id": "TC26CS-R-REVENUE",
      "type": "家庭数据、硬件RaaS与行政服务收入边界",
      "company": "2026城市基础设施5及社会影响2",
      "scope": "dataset",
      "summary": "数据采集/标注人工和授权、机器人硬件/耗材/连接/远程人工监督与软件净费分开；一次接入费不年化。",
      "evidenceIds": [
        "TC26CS-ARDOOK-HOME",
        "TC26CS-ARDOOK-FOUNDER",
        "TC26CS-COMMISSARY-ISSUER",
        "TC26CS-CONE-YEAR",
        "TC26CS-FLOX-HOME",
        "TC26CS-INTERLINKED-YEAR",
        "TC26CS-MOSQ-PROFILE",
        "TC26CS-SNOW-MODEL"
      ],
      "handling": "无新增收入观测。Mosqitter累计140万美元非ARR；Commissary旧就业平台ARR/融资/预测不继承当前AI产品；Snowbotix月费为混合RaaS，软件/人工监督另报价，客户预算/避免损失/参与者收入不是自身软件ARR。"
    },
    {
      "id": "TC26CS-R-ROSTER",
      "type": "2026城市社会影响7项主体与成立边界",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "ConeLabs2023、Flox2020、Interlinked2024、Mosqitter2018故事/2021档案、Snowbotix2022暂范围外；ArdookData与旧洗衣事业、Commissary2025自报与2021同名旧母体沿革待核。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26CS-ARDOOK-FOUNDER",
        "TC26CS-COMMISSARY-PROFILE",
        "TC26CS-COMMISSARY-ISSUER",
        "TC26CS-CONE-YEAR",
        "TC26CS-FLOX-YEAR",
        "TC26CS-INTERLINKED-YEAR",
        "TC26CS-MOSQ-STORY",
        "TC26CS-MOSQ-PROFILE",
        "TC26CS-SNOW-YEAR"
      ],
      "handling": "不以参赛/新AI产品/收购/总部或品牌变化重置成立。网页外壳/搜索缓存/自报档案分列，商会自提交不当独立认证；具名109登记/92待登记、另2空锚待对应，整体来源未完成。"
    },
    {
      "id": "TC26ED-R-REVENUE",
      "type": "教育免费学员、专家客户收入与付费试点",
      "company": "2026教育8项",
      "scope": "dataset",
      "summary": "BuddyPro创造的专家客户经常收入非平台ARR；MuseCool教师课费/奖励与家长软件费、证书内购/广告与订阅分开。",
      "evidenceIds": [
        "TC26ED-BUDDY-HOME",
        "TC26ED-BUDDY-YEAR",
        "TC26ED-MUSE-HOME",
        "TC26ED-EFIWE-MODEL",
        "TC26ED-YNOVA-PRICE",
        "TC26ED-YNOVA-UNIVERSITY"
      ],
      "handling": "新增两公司收入未知，无新增观测。YNova早期付费学校试点无金额/合同续订不年化；NZD标价与USD约数不作同币实收，免费学习者不乘价格推ARR；融资/赠款/前项目收入排除。"
    },
    {
      "id": "TC26ED-R-ROSTER",
      "type": "2026教育8项成立及交付核查",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "Efiwe公司2025、YNovaCTO2026自述关联；BuddyPro2024/Muse2017/ROYO2024/WeGlobal2023暂范围外，Filarion/ScrollEd与VPL/VideoPro精确成立缺。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26ED-BUDDY-YEAR",
        "TC26ED-EFIWE-YEAR",
        "TC26ED-MUSE-YEAR",
        "TC26ED-ROYO-YEAR",
        "TC26ED-SCROLL-ENTITY",
        "TC26ED-VIDEO-ENTITY",
        "TC26ED-VIDEO-FOUNDER",
        "TC26ED-WEGLOBAL-YEAR",
        "TC26ED-YNOVA-YEAR",
        "TC26ED-YNOVA-INVESTOR"
      ],
      "handling": "公司/讲者简介/创始简历非独立登记；产品/政策年及旧教学想法不替成立，缓存/外壳/站点跳转分列。YNova旧雇主2025经历非本公司年，500学习者/客户不当付费数；技术均未独立测试。具名117登记/84待登记，原空锚保留，整体来源未完成。"
    },
    {
      "id": "TC26CON-R-REVENUE",
      "type": "消费硬件、预售和持续耗材收入边界",
      "company": "2026消费11项",
      "scope": "dataset",
      "summary": "音效踏板/插件、健康传感器、戒指/换电/护发/喂猫器、食物耗材、维修/物流和软件净费分列。",
      "evidenceIds": [
        "TC26CON-BIUTY-1",
        "TC26CON-CHAOS-1",
        "TC26CON-HIYD-1",
        "TC26CON-HOTLINE-1",
        "TC26CON-OHLA-1",
        "TC26CON-PROLO-1",
        "TC26CON-RICH-1",
        "TC26CON-SWIPPITT-1",
        "TC26CON-TINGIT-1",
        "TC26CON-TRESS-1",
        "TC26CON-YOPI-1",
        "TC26CON-YOPI-2",
        "TC26CON-PROLO-2"
      ],
      "handling": "无新增收入。无月费/免费随硬件App不作付费订阅，预售/订金/发货/等候人数/媒体曝光不可直接年化；戒指licensed措辞不等订阅，耗材持续配送不是软件ARR，客户省工/行业规模/股本不作收入。"
    },
    {
      "id": "TC26CON-R-ROSTER",
      "type": "2026消费11项成立和AI缺项",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "4旧年暂范围外，Biuty/Hiyd/HotGirlHotline/OHLA/Prolo/Swippitt/Tressfecta7精确成立或主体沿革待核；硬件接口/专利/FFT不自动认定AI核心。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26CON-BIUTY-2",
        "TC26CON-CHAOS-2",
        "TC26CON-HIYD-2",
        "TC26CON-HOTLINE-2",
        "TC26CON-OHLA-2",
        "TC26CON-PROLO-2",
        "TC26CON-RICH-2",
        "TC26CON-SWIPPITT-2",
        "TC26CON-TINGIT-2",
        "TC26CON-TRESS-2",
        "TC26CON-YOPI-2",
        "TC26CON-HOTLINE-3",
        "TC26CON-YOPI-3"
      ],
      "handling": "原www不可读/根域可读及外壳/原始搜索缓存分列。Prolo名单Inc与CGTechnologyCorp、Hotline与ShaysReflections、Yopi/Yomy对应保留边界，不混同名老企业。收购/参赛/政策/产品发布不替成立；具名128登记/73待登记，原空锚1待核，全部来源未完成。"
    },
    {
      "id": "TC26ENE-R-REVENUE",
      "type": "能源材料、工业装置与客户节省边界",
      "company": "2026能源清洁技术11项",
      "scope": "dataset",
      "summary": "电池/涂层/相变板/高纯锂、碳转化原料、释氢/发电装置、安装工程/维修与软件净费分列；充电客户恢复收入不作ChargeMate收入。",
      "evidenceIds": [
        "TC26ENE-ADDEN-1",
        "TC26ENE-CHARGE-1",
        "TC26ENE-CLIMA-1",
        "TC26ENE-CUBE-1",
        "TC26ENE-DANU-1",
        "TC26ENE-GINNO-1",
        "TC26ENE-HELIX-1",
        "TC26ENE-LICUBE-1",
        "TC26ENE-LNK-1",
        "TC26ENE-NOBLE-1",
        "TC26ENE-PETRA-1",
        "TC26ENE-DANU-2"
      ],
      "handling": "无收入观测新增。客户节水/电费/燃料节约、行业损失、处理流量/设计容量、发电市场GW、融资/投资承诺与真实营收不同；一次设备工程和持续服务/软件合同需分别核实，材料试产不等经常订阅。"
    },
    {
      "id": "TC26ENE-R-ROSTER",
      "type": "2026能源11项旧年与AI缺项",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "Adden2021/ChargeMate2024/Climasel2019/CubeNexus2024/Ginno2021/HelixMIT2024/Licube2024/Noble2023/Petra2017暂范围外；Danu2025英国登记/双创始人及LNK孵化机构2025对应但AI核心待核。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26ENE-ADDEN-2",
        "TC26ENE-CHARGE-2",
        "TC26ENE-CLIMA-2",
        "TC26ENE-CUBE-2",
        "TC26ENE-DANU-2",
        "TC26ENE-HELIX-2",
        "TC26ENE-LICUBE-2",
        "TC26ENE-LNK-2",
        "TC26ENE-NOBLE-2",
        "TC26ENE-PETRA-2",
        "TC26ENE-DANU-3",
        "TC26ENE-DANU-4",
        "TC26ENE-GINNO-1"
      ],
      "handling": "自动控制/相变/电化学、供电AI设备及多物理模型不自动机器学习；新应用/参赛不重置成立，原始缓存与直达失败分列。具名139登记/62待登记及Nunatak空锚待核，全部来源未完成。"
    },
    {
      "id": "TC26SPACE-R-REVENUE",
      "type": "轨道任务、硬件、研发与软件收入边界",
      "company": "2026航天防务11项",
      "scope": "dataset",
      "summary": "工厂标签机柜、边缘SDK/芯片、地面加速测试、电机、钛件、VTOL运输、光通信、轨道硬件托管/集成及软件净费分开。",
      "evidenceIds": [
        "TC26SPACE-ITSWARE-1",
        "TC26SPACE-LOLA-1",
        "TC26SPACE-LONGSHOT-1",
        "TC26SPACE-MODAL-1",
        "TC26SPACE-PUBLIC-1",
        "TC26SPACE-ROCKET-1",
        "TC26SPACE-SATENLIGHT-1",
        "TC26SPACE-SATLYT-1",
        "TC26SPACE-SPACETIME-1",
        "TC26SPACE-SYMPHONY-1",
        "TC26SPACE-XORBITA-1",
        "TC26SPACE-SYMPHONY-3",
        "TC26SPACE-XORBITA-3"
      ],
      "handling": "无收入观测新增。前OEM5000万研发预算/客户省工、融资/资助/机构Logo/未来50部署/2027芯片量产/2028首飞和政府市场预算不作ARR；托管运营人工/维修、一次试点及研发合同与持续净软件收入分别核。"
    },
    {
      "id": "TC26SPACE-R-ROSTER",
      "type": "2026航天11项年份与开发阶段",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "ItsWare2023/Lola2023/Longshot2020/Modal2024/Rocket2020/Satlyt2024及SatEnlight2024旧项目暂范围外；Symphony/xOrbita2025关联，PublicAccess与SpaceTime主体年份缺。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26SPACE-ITSWARE-2",
        "TC26SPACE-LOLA-2",
        "TC26SPACE-LONGSHOT-2",
        "TC26SPACE-MODAL-2",
        "TC26SPACE-PUBLIC-2",
        "TC26SPACE-ROCKET-2",
        "TC26SPACE-SATENLIGHT-2",
        "TC26SPACE-SATLYT-2",
        "TC26SPACE-SPACETIME-2",
        "TC26SPACE-SYMPHONY-2",
        "TC26SPACE-XORBITA-2"
      ],
      "handling": "新闻稿/机构或厂商资料不当独立产品验证；原始域名失败/根域可读、旧航材/空中交通与当前业务分别记。量产/飞行/资产配置图/SDK路线图不能混已交付，网站参考渲染不作实物。具名150登记/51待登记及Nunatak空锚待核，全部来源未完成。"
    },
    {
      "id": "TC26MF-R-REVENUE",
      "type": "制造设备、材料采购意向与软件订阅",
      "company": "2026制造工业12项",
      "scope": "dataset",
      "summary": "传感/机器人/材料涂镀/包装/光刻/储能设备、现场工程/检测与软件净费分列；Niobia个人/团队订阅和私有集成拆分。",
      "evidenceIds": [
        "TC26MF-AIRS-1",
        "TC26MF-ARGOS-1",
        "TC26MF-BIOROOM-1",
        "TC26MF-CIT-1",
        "TC26MF-DANUROBOT-1",
        "TC26MF-INDNEXT-1",
        "TC26MF-MUI-1",
        "TC26MF-NEXTERITY-1",
        "TC26MF-NIOBIA-1",
        "TC26MF-ORTEX-1",
        "TC26MF-PLANCK-1",
        "TC26MF-STRUC-1",
        "TC26MF-BIOROOM-2",
        "TC26MF-NIOBIA-3"
      ],
      "handling": "无收入观测。Bioroom1.2亿韩元年采购LOI非已履约或软件ARR；Niobia原$20/200标价/credits不推实收币种或收入，客户省工/PwC行业基准、融资/旧雇主业务/学术研究不继承。"
    },
    {
      "id": "TC26MF-R-ROSTER",
      "type": "2026制造12项旧年、别名和AI路线图",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "8旧年暂范围外；Niobia2025公司/条款对应与BatLabs改名关联，Ortex原链接为Owanga别名未核、Strucmedica主体/年缺；Planck2025但AI三项开发中。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26MF-AIRS-2",
        "TC26MF-ARGOS-2",
        "TC26MF-BIOROOM-2",
        "TC26MF-CIT-2",
        "TC26MF-DANUROBOT-2",
        "TC26MF-INDNEXT-2",
        "TC26MF-MUI-2",
        "TC26MF-NEXTERITY-2",
        "TC26MF-NIOBIA-2",
        "TC26MF-ORTEX-2",
        "TC26MF-PLANCK-2",
        "TC26MF-STRUC-2",
        "TC26MF-PLANCK-3",
        "TC26MF-NIOBIA-4",
        "TC26MF-NIOBIA-5"
      ],
      "handling": "原带参数URL/根域/跳转及缓存/直达失败分列；MUI复用2025旧候选沿革而不新增主公司，新域/总部不重置年。Niobia安全政策分层、无独立认证/技术实测；具名162登记/39待登记（生物17/健康22），Nunatak空锚待核，全来源未完成。"
    },
    {
      "id": "TC26BIO-R-REVENUE",
      "type": "药研、实验、器械耗材与AI软件净费",
      "company": "2026生物制药17项",
      "scope": "dataset",
      "summary": "免疫肽组/类器官/活体器官实验、药物/化合物/基因治疗研发、试剂/血液吸附/传感器/座椅/月经杯实物与软件净费分列。",
      "evidenceIds": [
        "TC26BIO-ALITHEA-1",
        "TC26BIO-APERTUM-1",
        "TC26BIO-BIOTRILLION-1",
        "TC26BIO-BRAIV-1",
        "TC26BIO-CHEMT-1",
        "TC26BIO-EFFERON-1",
        "TC26BIO-INFIUSS-1",
        "TC26BIO-INTERO-1",
        "TC26BIO-LUME-1",
        "TC26BIO-MYOGENE-1",
        "TC26BIO-NANOTRACE-1",
        "TC26BIO-ONCO-1",
        "TC26BIO-ORAIN-1",
        "TC26BIO-ORGAN-1",
        "TC26BIO-SIT-1",
        "TC26BIO-STUFF-1",
        "TC26BIO-SUNNY-1"
      ],
      "handling": "无收入观测新增。孤儿药/罕见病指定、监管许可自述不当已上市或疗效/收入证明；SBIR/资助/天使投资/客户节约/行业患者成本不作软件ARR。数据许可、按次实验/检测、任务研发里程碑与经常软件合同需分别核。"
    },
    {
      "id": "TC26BIO-R-ROSTER",
      "type": "2026生物17项成立与原始证据边界",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "12项有范围前公司/原业务线索，4项主体成立待核，SitSense公司2025但预设调位算法非AI证明。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26BIO-ALITHEA-2",
        "TC26BIO-APERTUM-2",
        "TC26BIO-BIOTRILLION-2",
        "TC26BIO-BRAIV-2",
        "TC26BIO-CHEMT-2",
        "TC26BIO-EFFERON-2",
        "TC26BIO-INFIUSS-2",
        "TC26BIO-INTERO-2",
        "TC26BIO-LUME-2",
        "TC26BIO-MYOGENE-2",
        "TC26BIO-NANOTRACE-2",
        "TC26BIO-ONCO-2",
        "TC26BIO-ORAIN-2",
        "TC26BIO-SIT-2",
        "TC26BIO-STUFF-2",
        "TC26BIO-SUNNY-2",
        "TC26BIO-APERTUM-3",
        "TC26BIO-BRAIV-3",
        "TC26BIO-ORAIN-3",
        "TC26BIO-ORGAN-1"
      ],
      "handling": "BRAIV精神科不混braiv.co配音及其估算，Apertum/Actipulse旧项目不自动继承年/收入；原www失败/根域可读、缓存/404/429分列。动物信号不当人体实证、OrganNexus NOTRUN/零值非真实预测结果；具名179登记/22待登记及Nunatak空锚待核，全部来源未完成。"
    },
    {
      "id": "TC26HW1-R-REVENUE",
      "type": "居家设备、AI评估及患者软件的收入边界",
      "company": "2026健康首4项",
      "scope": "dataset",
      "summary": "居家硬件/照护服务、AI评估项目/持续监测、患者App/机构软件和植物净化租赁维护分开。",
      "evidenceIds": [
        "TC26HW1-CARE-1",
        "TC26HW1-CIRCUIT-1",
        "TC26HW1-FORELA-1",
        "TC26HW1-GREENAIRY-1"
      ],
      "handling": "没有实际合同金额/经常性证据，不新增收入。旧招聘客户/用户不继承CareMojo新产品；行业医疗/环境损失、客户省工及采购资格不是平台ARR。"
    },
    {
      "id": "TC26HW1-R-ROSTER",
      "type": "2026健康首4项成立、改名与验证边界",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "3公司自报2025关联；Greenairy2022项目/2024法人名录均范围前；按实际交付重新分类。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26HW1-CARE-2",
        "TC26HW1-CIRCUIT-2",
        "TC26HW1-FORELA-2",
        "TC26HW1-GREENAIRY-2",
        "TC26HW1-CARE-3",
        "TC26HW1-CIRCUIT-3",
        "TC26HW1-FORELA-3",
        "TC26HW1-GREENAIRY-3"
      ],
      "handling": "保留www不可读/根域可读、白皮书404、设备BETA/医生验证招募和未来适应范围；不升独立技术测试，不把FDA展示当批准。具名183登记/18健康原网址仍待登记，Nunatak空锚及其他来源未完成。"
    },
    {
      "id": "TC26HW2-R-REVENUE",
      "type": "器械、康复人工、丧亲平台与权益流水",
      "company": "2026健康第5—8项",
      "scope": "dataset",
      "summary": "喂养/监测管、BCI/EEG器械、临床/训练人工、丧亲专业人员服务及平台净软件费分列。",
      "evidenceIds": [
        "TC26HW2-IMAGINE-1",
        "TC26HW2-LIFESCAPES-1",
        "TC26HW2-LUMENUS-1",
        "TC26HW2-MIND-1",
        "TC26HW2-LUMENUS-4"
      ],
      "handling": "无收入新增。LumenUs引NAIC累计170亿美元是家庭保险权益，不是公司收入；预发布/条件式付费条款、预购/资助/融资不等已履约订阅ARR，实际合同待核。"
    },
    {
      "id": "TC26HW2-R-ROSTER",
      "type": "2026健康第5—8项成立与AI/上线边界",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "LumenUs自报2026，ImagineDevices2025但AI未证；Lifescapes2018及MindMuscle/PigPug范围前沿革分别记录。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26HW2-IMAGINE-2",
        "TC26HW2-LIFESCAPES-2",
        "TC26HW2-LUMENUS-2",
        "TC26HW2-LUMENUS-3",
        "TC26HW2-LUMENUS-4",
        "TC26HW2-LUMENUS-5",
        "TC26HW2-MIND-2",
        "TC26HW2-MIND-3",
        "TC26HW2-MIND-4"
      ],
      "handling": "LumenUs无AI聊天、有限读文档/来信过滤，不混亡者模拟；8月隐私与10月声明/条款版本差异待核。Imagine原站明确未获FDA许可/不能商业分销；MindMuscle原域超时及旧反链可读不等关闭。具名187登记/14健康待登记及Nunatak空锚，全部来源未完成。"
    },
    {
      "id": "TC26HW3-R-REVENUE",
      "type": "分析按次费、检测价和诊所索赔净额边界",
      "company": "2026健康第9—12项",
      "scope": "dataset",
      "summary": "Mutanex按患者选择分析附加净费且无月订阅，实验室检测价全部归实验室；OceanFriends客户索赔恢复与平台费分开。",
      "evidenceIds": [
        "TC26HW3-MUTANEX-3",
        "TC26HW3-OCEAN-1",
        "TC26HW3-OCEAN-3",
        "TC26HW3-OMICX-2"
      ],
      "handling": "无新增收入观测，预发布按次费没有实际金额/经常合同不年化；诊所漏收回款、政府/NIH资助、研究样本数不作平台ARR。SDK许可、定制接入/人工、血检试剂实验和净软件费需分列。"
    },
    {
      "id": "TC26HW3-R-ROSTER",
      "type": "2026健康第9—12项旧成立与研究定位",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "4项范围前成立/运营，原域外壳和当前主体条款对应；旧medicalgrade与新wellness、旧目标和新验证阶段分列。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26HW3-MUTANEX-2",
        "TC26HW3-NERVOTEC-2",
        "TC26HW3-OCEAN-2",
        "TC26HW3-OMICX-2",
        "TC26HW3-NERVOTEC-3",
        "TC26HW3-OMICX-1"
      ],
      "handling": "不混Mutinex/OmicX同名公司，不把AI新交付重置年。Nervotec未核论文原文不升独立技术测试，OmicX12样本自报不作前瞻临床验证；具名191登记/10健康待登记及Nunatak空锚，全来源研究未完成。"
    },
    {
      "id": "TC26HW4-R-REVENUE",
      "type": "IVF疗程、医院节省、检测与声音内容净费",
      "company": "2026健康第13—17项",
      "scope": "dataset",
      "summary": "医疗疗程/药物/融资，手术硬件/耗材及集成，昼夜节律检测实验、声音授权/人工IP制作与软件净费分开。",
      "evidenceIds": [
        "TC26HW4-PREDICTHEON-1",
        "TC26HW4-PROVISION-1",
        "TC26HW4-SAMA-1",
        "TC26HW4-SOUND-1",
        "TC26HW4-TIMETELLER-1",
        "TC26HW4-SOUND-2",
        "TC26HW4-TIMETELLER-3"
      ],
      "handling": "无收入观测新增。Sama6000疗程/CNY出生总数、Provision医院节约/未来收入机会/AWS资源、Sound试用转化和IP覆盖、TimeTeller奖项与保险合作均不是可比软件ARR；实际合同/净费和经常性仍缺。"
    },
    {
      "id": "TC26HW4-R-ROSTER",
      "type": "2026健康第13—17项旧成立与交付验证",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "5项范围前原始成立资料；研究起点、版权年、新产品/临床合作或参赛不替首次成立。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26HW4-PREDICTHEON-2",
        "TC26HW4-PROVISION-2",
        "TC26HW4-SAMA-2",
        "TC26HW4-SOUND-2",
        "TC26HW4-TIMETELLER-2",
        "TC26HW4-TIMETELLER-3"
      ],
      "handling": "Provision明确未获FDA许可，测试计划评审非批准；Sound故事由人写/声音用AI，牙科早期合作不当临床验证；TimeTeller错误相对路径和可读正确路径分列。具名196登记/5健康待登记及Nunatak空锚，全部来源未完成。"
    },
    {
      "id": "TC26HW5-R-REVENUE",
      "type": "医疗软件、语音/宠物硬件与诊疗净费",
      "company": "2026健康末5项",
      "scope": "dataset",
      "summary": "Valene医疗工作流净软件费与SolasHealthPC诊疗费拆分，Uhura语音器械、Woafy宠物床/配件与订阅、Virtuosis按量月年计划、Voythos研发/部署路线分列。",
      "evidenceIds": [
        "TC26HW5-UHURA-1",
        "TC26HW5-VALENE-1",
        "TC26HW5-VIRTUOSIS-1",
        "TC26HW5-VOYTHOS-1",
        "TC26HW5-WOAFY-1",
        "TC26HW5-VALENE-4"
      ],
      "handling": "无收入观测新增。测试者/设备销量/睡眠夜/候补、模型训练数据与赠送credits不作软件ARR；医院收入机会改善不当自身营收，融资/奖项及未来机构目标不年化。"
    },
    {
      "id": "TC26HW5-R-ROSTER",
      "type": "2026具名201项访问闭合及残余缺项",
      "company": "2026总入口具名201URL",
      "scope": "dataset",
      "summary": "最后5原网址已登记，具名201唯一URL全部有候选访问记录；4旧事业暂范围外，Valene公司及Techstars2025暂关联。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26HW5-UHURA-2",
        "TC26HW5-VALENE-2",
        "TC26HW5-VALENE-3",
        "TC26HW5-VALENE-4",
        "TC26HW5-VIRTUOSIS-2",
        "TC26HW5-VIRTUOSIS-3",
        "TC26HW5-VOYTHOS-2",
        "TC26HW5-VOYTHOS-3",
        "TC26HW5-WOAFY-2",
        "TC26HW5-WOAFY-3"
      ],
      "handling": "201登记是访问/候选对账，不等201家新AI公司、主体年/AI主营/财务已全核。Valene2025与二手2024/旧条款沿革待原始注册补证；Woafy改名/根域和Voythos旧项目保留。Nunatak空锚仍未对应，2025SaveFirst及全部来源档案/合同缺项未完成。"
    },
    {
      "id": "TC26EMPTY-R-NUNATAK",
      "type": "2026空白锚点补查与具名名单分母",
      "company": "2026总入口Nunatak空锚",
      "scope": "dataset",
      "summary": "Nunatak空锚有独立URL，已读原官网/政府名录/团队页，对应2023农业微生物企业；另两空锚对应既有Spiky/Efiwe。",
      "evidenceIds": [
        "TC26AG-INDEX",
        "TC26EMPTY-NUNATAK-1",
        "TC26EMPTY-NUNATAK-2",
        "TC26EMPTY-NUNATAK-3"
      ],
      "handling": "保留204锚/203唯一URL/201具名及3原空锚快照，3空锚均有对应记录但不改成204家公司；Nunatak生物制剂/首销不是软件ARR，不新增主公司/收入。政府推广名录非注册认证；成立/AI主营/实际合同等其他缺项仍保留，2025SaveFirst及全来源档案未完成。"
    },
    {
      "id": "TCAL25-R-PERFINGO-LINEAGE",
      "type": "历史赛事身份与当前域名运营者分开",
      "company": "Perfingo / SaveFirst",
      "scope": "dataset",
      "summary": "TechCrunch参赛档案反链及创始人对应补齐历史名单身份；当前美国TeakSaveFirst与新加坡Perfingo的法律/产品沿革仍未确认。",
      "evidenceIds": [
        "TCAL25-SAVE-TCPROFILE",
        "TCAL25-PERFINGO-ENTITY",
        "TCAL25-SAVE-TEAK",
        "TCCONS25-PERFINGO-YEAR",
        "TCAL25-SAVE-PRIVACY"
      ],
      "handling": "将历史名称对应从待核改为证据支持的对应，不把它升级为当前法律主体同一性。2025总入口现193原样URL+8原始反链/历史档案对应=201，无历史名单名称待对应；仍保留SaveFirst当前运营/AI/成立缺项。无新增主公司或收入，不继承旧报价/用户/资产、工作室项目费为新AppARR。"
    },
    {
      "id": "ARRCHECK1-R-CURRENCY",
      "type": "历史ARR币种与当期价格分开",
      "company": "Eloquent / Floot",
      "scope": "dataset",
      "summary": "原始旧披露仅$且缺日历财务截至日，O045/O047撤销USD推断为币种待核，金额/用途不变。",
      "evidenceIds": [
        "ARRCHECK1-ELOQ-YC",
        "ARRCHECK1-FLOOT-ARR",
        "ARRCHECK1-FLOOT-SUB"
      ],
      "handling": "当前报价USD不自动适用旧ARR；相对月份/上线时长不转换业务日期，不据读者流量质疑或分布认定造假；保留26家公司34ARR证据表和平台MRR统计。"
    },
    {
      "id": "ARRCHECK1-R-MODELS",
      "type": "销售Agent与应用构建平台收费拆分",
      "company": "Gojiberry / Nexor / Floot / Eloquent",
      "scope": "dataset",
      "summary": "订阅加可选Agent/工作区/credits、结果与用量收费、托管预充值、客户交易平台抽成分别核。",
      "evidenceIds": [
        "ARRCHECK1-GOJI-HELP",
        "ARRCHECK1-GOJI-TERMS",
        "ARRCHECK1-FLOOT-PRICE",
        "ARRCHECK1-FLOOT-SUB",
        "ARRCHECK1-FLOOT-TERMS",
        "ARRCHECK1-NEXOR-HOME"
      ],
      "handling": "报价/信用余额/客户交易流水/旧事业融资不当软件ARR；月年优惠和使用量波动、佣金净费、实施服务及最低合同承诺是商业模式评估缺项。本轮无新收入观测，四家公司截至日/合同实收仍缺。"
    },
    {
      "id": "ARRCHECK2-R-BASE-UNIT",
      "type": "订阅ARR定义与推理成本、实际利润",
      "company": "Base44",
      "scope": "companies",
      "companyIds": [
        "AI056"
      ],
      "summary": "Wix监管附件定义含Base44的订阅ARR为期末MRR年化，给出了比纯ARR标签更明确的集团方法，但独立Base44收入/成本合同表仍缺。",
      "evidenceIds": [
        "ARRCHECK2-BASE-DEFINITION",
        "ARRCHECK2-BASE-PRICE",
        "ARRCHECK2-BASE-TERMS"
      ],
      "handling": "作为商业模式初评：套餐额度和模型路由帮助控制用量成本，但高速ARR不保证毛利；年初非GAAP毛利近零、下半年约60%是预测不当实绩。需核每客户推理/托管成本、赠送额度、退款、付费留存、实际消耗和已收购集团资源分摊，不能从收入离散推造假。"
    },
    {
      "id": "ARRCHECK2-R-PEEC-UNIT",
      "type": "追踪容量订阅、Agent额度和机构合同期限",
      "company": "Peec AI",
      "scope": "companies",
      "companyIds": [
        "AI055"
      ],
      "summary": "无限席位、按提示词/项目/模型容量及Agent额度的订阅可扩展，但现价/旧欧元对比、Enterprise年约/月订阅说明不能混为统一合同。",
      "evidenceIds": [
        "ARRCHECK2-PEEC-PRICE",
        "ARRCHECK2-PEEC-API",
        "ARRCHECK2-PEEC-PRESS"
      ],
      "handling": "作为商业模式初评：收入扩展可能来自容量和Agent用量而非席位，需核监测采样成本、追加credits占比、续订/折扣、企业期限与服务费。2500客户不证付费/全价，旧1000万下界不除以它生成ARPA；不将媒体供稿/招聘/Sacra估算当独立相互验证，仍不形成同期行业样本。"
    },
    {
      "id": "CNFOLLOW-R-INSTITUTION-REVENUE",
      "type": "研究院预算、绩效目标与新企业收入归属",
      "company": "合木智能待核候选",
      "scope": "dataset",
      "summary": "研究院财政建设预算、未完成绩效目标与独立孵化企业合同分开，研究机构技术/数据/客户不直接转入新公司。",
      "evidenceIds": [
        "CNFOLLOW-HEMU-ECOSYSTEM",
        "CNFOLLOW-HEMU-BUDGET",
        "CNFOLLOW-HEMU-OLDINSTITUTE"
      ],
      "handling": "继续pending-year，不新增主公司/收入；预算600万/三年2000万不是软件营收，1000万技术服务合同为目标非实收更非ARR。新主体注册、知识产权/客户/合同转移和服务/硬件/软件净费待核。"
    },
    {
      "id": "CNFOLLOW-R-IDENTITY",
      "type": "中文三项候选原始补查仍有缺项",
      "company": "合木/昆腾动力/寰宇心生",
      "scope": "dataset",
      "summary": "取得研究院共建/政府机构与预算、云启部分名录、同济教师原始页；均不足以补齐三家新公司成立/主体。",
      "evidenceIds": [
        "CNFOLLOW-HEMU-ECOSYSTEM",
        "CNFOLLOW-HEMU-BUDGET",
        "CNFOLLOW-HEMU-OLDINSTITUTE",
        "CNFOLLOW-QUANTUM-INVEST",
        "CNFOLLOW-WORLDMIND-ACADEMIC"
      ],
      "handling": "三项保留pending-year，已尝试不等已核实。部分投资名录缺席不能否定投资，个人论文/团队旧职不当公司技术/客户/营收，融资和新闻稿不作ARR；不借同名公司成立/财务填空。"
    },
    {
      "id": "YCAIRE1-R-IDENTITY",
      "type": "公司化、旧项目与收购沿革",
      "company": "Karsa / Better Auth",
      "scope": "dataset",
      "summary": "Karsa公司自报2024与原YC2025冲突；Better Auth2024项目、YC2025公司自报和2026双方收购公告分别记录。",
      "evidenceIds": [
        "YCAIRE1-KARSA-LI",
        "YCAIRE1-KARSA-ROOT",
        "YCAIRE1-KARSA-APP",
        "YCAIRE1-BETTER-JOIN",
        "YCAIRE1-BETTER-ACQUIRER",
        "YCAIRE1-BETTER-PRICE",
        "YCAIRE1-BETTER-AGENT"
      ],
      "handling": "仍保留AI主营待核，不新增主公司；旧项目/发行日非注册年，收购双方公告非交割证明。当前官网钱包导出不足证明关闭，收购方财务、下载/用户资金不归入候选ARR。"
    },
    {
      "id": "YCAIRE1-R-MODELS",
      "type": "AI标签及不同交付收入边界",
      "company": "Karsa / QFEX / PgDog / Better Auth",
      "scope": "dataset",
      "summary": "金融本金/策略收益、数据库软件加工程师、免费认证框架加收费设施，以及开发中Agent协议分别核对，未取得新可比收入。",
      "evidenceIds": [
        "YCAIRE1-KARSA-LI",
        "YCAIRE1-KARSA-ROOT",
        "YCAIRE1-KARSA-APP",
        "YCAIRE1-QFEX-MANAGED",
        "YCAIRE1-QFEX-TEM",
        "YCAIRE1-PGDOG-HOME",
        "YCAIRE1-PGDOG-ENTERPRISE",
        "YCAIRE1-BETTER-JOIN",
        "YCAIRE1-BETTER-ACQUIRER",
        "YCAIRE1-BETTER-PRICE",
        "YCAIRE1-BETTER-AGENT"
      ],
      "handling": "四项维持pending-ai，非确认排除；不将AI标的/客户、量化/SQL解析、创始人旧经历当AI主营。报价、融资、模型收益和下载不是ARR；具体产品AI功能、阶段、公司主体及净软件合同待核，未独立实测。"
    },
    {
      "id": "YCAIRE2-R-DELIVERY",
      "type": "AI邻接基础设施与实际交付阶段",
      "company": "NODI / Cascade Space / Foundation Industries / args",
      "scope": "dataset",
      "summary": "分别补储能控制/资产服务、射频设计及未来通信阵列、零件制造与代码托管；公开库/自动化/AI用户项目不直接证明AI主营。",
      "evidenceIds": [
        "YCAIRE2-NODI-COMMERCIAL",
        "YCAIRE2-NODI-VPP",
        "YCAIRE2-NODI-ABOUT",
        "YCAIRE2-CASCADE-DESIGNER",
        "YCAIRE2-CASCADE-ARRAY",
        "YCAIRE2-CASCADE-REPO",
        "YCAIRE2-FOUNDATION-HOME",
        "YCAIRE2-FOUNDATION-ABOUT",
        "YCAIRE2-ARGS-HOME",
        "YCAIRE2-ARGS-README"
      ],
      "handling": "四项继续pending-ai，不重复登记、不新增公司。保留NODI计划推出与VPP入口、Cascade路线图与设计软件差异；args用户页gitdot说明不当法律主体沿革或全产品结论，访问失败只记访问边界。"
    },
    {
      "id": "YCAIRE2-R-REVENUE",
      "type": "电网客户收益、制造订单与经常性软件收入",
      "company": "NODI / Cascade Space / Foundation Industries",
      "scope": "dataset",
      "summary": "NODI电池由平台持有、运维与电网收益分成，客户£120收益承诺不属于平台ARR；通信容量、软件和CNC生产批次合同分开。",
      "evidenceIds": [
        "YCAIRE2-NODI-COMMERCIAL",
        "YCAIRE2-NODI-VPP",
        "YCAIRE2-NODI-ABOUT",
        "YCAIRE2-CASCADE-DESIGNER",
        "YCAIRE2-CASCADE-ARRAY",
        "YCAIRE2-CASCADE-REPO",
        "YCAIRE2-FOUNDATION-HOME",
        "YCAIRE2-FOUNDATION-ABOUT"
      ],
      "handling": "不将零首付视作零成本、可退预约金视作营收，不用未来容量/物料与客户节省推ARR；合同期限、收入净额/分摊、硬件资本与人工成本缺项。无新收入观测，不改变MRR样本或分类统计。"
    },
    {
      "id": "YCAIRE3-R-TECH",
      "type": "端侧公开模型产物与独立技术验证分层",
      "company": "DeepGrove",
      "scope": "dataset",
      "summary": "YC自报2025公司与原始模型发布/权重及MLX仓库对应，关联C01；模型卡区分CUDA/Apple，吞吐按默认或FlashHead输出头条件不同。",
      "evidenceIds": [
        "YCAIRE3-DEEP-YC",
        "YCAIRE3-DEEP-LI",
        "YCAIRE3-DEEP-CARD",
        "YCAIRE3-DEEP-REPO"
      ],
      "handling": "技术等级仅public-artifact，未下载运行、复现或升为独立验证。预览版Agent任务训练有限，厂商基准领先不等普遍替代；免费公开权重/下载不推出收入，不新增ARR。"
    },
    {
      "id": "YCAIRE3-R-BOUNDARY",
      "type": "雇佣代付、未来预约和同名公司收费边界",
      "company": "Shor / GRU Space / Costream",
      "scope": "dataset",
      "summary": "补Shor按工人美元月费及汇兑、GRU资格申请/后续押金和无价格周期会员、Costream原域/同名营销站的身份缺项。",
      "evidenceIds": [
        "YCAIRE3-SHOR-HOME",
        "YCAIRE3-SHOR-PRICE",
        "YCAIRE3-GRU-RESERVE",
        "YCAIRE3-GRU-MEMBERSHIP",
        "YCAIRE3-COSTREAM-HOME",
        "YCAIRE3-COSTREAM-LI",
        "YCAIRE3-COSTREAM-NAMESAKE"
      ],
      "handling": "三项继续AI主营待核。薪资税款、雇佣服务/人工支持与净平台费分列；月球任务/会员名称不证明已收经常收入，同名.co.uk价表/工业SCADA目录标签及创始人旧用户不继承YC公司。"
    },
    {
      "id": "YCAIRE4-R-STAGE",
      "type": "现场试验、工厂产能与AI产品资格",
      "company": "Albacore / Perseus Defense / Duranium",
      "scope": "dataset",
      "summary": "陆军原始报道支持Perseus产品参与现场试验，但非产品独有AI验证/采购；Duranium区分运行试验线、铭牌容量与未来商业化，内部AI使用不等面客AI主营。",
      "evidenceIds": [
        "YCAIRE4-ALBACORE-HOME",
        "YCAIRE4-ALBACORE-TERMS",
        "YCAIRE4-PERSEUS-HOME",
        "YCAIRE4-PERSEUS-ARMY",
        "YCAIRE4-DURANIUM-HOME",
        "YCAIRE4-DURANIUM-TECH",
        "YCAIRE4-DURANIUM-CULTURE"
      ],
      "handling": "三项仍pending-ai，并保留外部试验参与这项更强证据；不将自主化/整套系统能力、同团队旧履历转为模型验证。网站条款非采购合同，成本/铭牌产能/融资/利润目标不作收入；未进行独立性能评测。"
    },
    {
      "id": "YCAIRE4-R-PAYMENTS",
      "type": "金融档位周期、许可初批与旧事业收入归属",
      "company": "Munify",
      "scope": "dataset",
      "summary": "原始收费表有付费档位但周期未列，条款列运营者和第三方服务，融资稿同时含旧事业交易与目标市场。",
      "evidenceIds": [
        "YCAIRE4-MUNIFY-HOME",
        "YCAIRE4-MUNIFY-PRICE",
        "YCAIRE4-MUNIFY-TERMS",
        "YCAIRE4-MUNIFY-PRESS"
      ],
      "handling": "继续AI主营待核；不年化未知周期报价，不把客户资金、融资、Huspy交易或市场规模作ARR。原则性批准公司自述不等已正式全面持牌，产品Soon/下载阶段并存不等各地实际可用；待净费分摊、实际合同及AI产品证据。"
    },
    {
      "id": "YCAIRE5-R-CURRENT",
      "type": "现产品与旧路线、品牌及活动归属",
      "company": "Ruvo / Selfin / General Astronautics / Sava",
      "scope": "dataset",
      "summary": "补Ruvo/Cacao条款控股链、Selfin旧AI理财与当前机构流动性区别、General原站/索引和活动边界；Sava新原始发布补足AI任务。",
      "evidenceIds": [
        "YCAIRE5-RUVO-PRICE",
        "YCAIRE5-RUVO-TERMS",
        "YCAIRE5-SELFIN-LI",
        "YCAIRE5-SELFIN-INVEST",
        "YCAIRE5-SAVA-PRESS",
        "YCAIRE5-SAVA-ACCESS",
        "YCAIRE5-GENERAL-HOME",
        "YCAIRE5-GENERAL-YC",
        "YCAIRE5-GENERAL-LI"
      ],
      "handling": "Sava关联C07，另三项继续pending-ai。自托管客户资产/收益、名义交易、宇航员工时及政府参会致辞不作自身收入或订单；访问失败/旧愿景不证停业或当前AI部署，不回写原发现计数。"
    },
    {
      "id": "YCAIRE5-R-SAVA-MODEL",
      "type": "AI信托服务的年费与受托责任初评",
      "company": "Sava Trust Company",
      "scope": "companies",
      "companyIds": [
        "YC30964"
      ],
      "summary": "年度按信托固定收费，软件Agent提升行政流程效率，人工信托官审核和受托责任仍在；以服务合同量扩展，不能只按软件席位估收入。",
      "evidenceIds": [
        "YCAIRE5-SAVA-PRESS",
        "UNCLEAR3-30964-YC"
      ],
      "handling": "初评关注每个信托的服务工时、异常/责任成本、合同期限/退出退款、合规与受托实体分摊。金额、实际合同/客户/留存及净软件占比均缺，不给毛利/ARR估算；融资与行业/旧机构AUM排除，技术仅公司描述。"
    },
    {
      "id": "YCAIRE6-R-BOUNDARY",
      "type": "成交净费、收购取消订阅与研究覆盖归属",
      "company": "Miniswap / Dome / Crosslayer / Voltair",
      "scope": "dataset",
      "summary": "补Miniswap平台/处理费和规则版本差异、Dome收购及取消旧订阅公告与较新整合日期差异、Crosslayer安全分类及研究覆盖，Voltair按补证关联。",
      "evidenceIds": [
        "YCAIRE6-MINISWAP-HOME",
        "YCAIRE6-MINISWAP-FEES",
        "YCAIRE6-MINISWAP-CONFLICT",
        "YCAIRE6-VOLTAIR-HOME",
        "YCAIRE6-VOLTAIR-UW",
        "YCAIRE6-VOLTAIR-CLIENT",
        "YCAIRE6-VOLTAIR-HN",
        "YCAIRE6-DOME-ACQUIRE",
        "YCAIRE6-DOME-PARTNER",
        "YCAIRE6-CROSSLAYER-HOME",
        "YCAIRE6-CROSSLAYER-RESEARCH",
        "YCAIRE6-CROSSLAYER-TERMS"
      ],
      "handling": "Miniswap/Dome/Crosslayer仍AI主营待核，Crosslayer候选纠正C04。挂牌/运税/支付费、旧订阅、整合方AI及旧研究网站覆盖不作当前软件ARR或客户数；直接读取失败与原站搜索缓存分列。"
    },
    {
      "id": "YCAIRE6-R-VOLTAIR-MODEL",
      "type": "按杆塔巡检服务的商业模式初评",
      "company": "Voltair",
      "scope": "companies",
      "companyIds": [
        "YC31003"
      ],
      "summary": "按杆塔收费更接近设备与现场运营支持的数据服务；客户原稿支持实际使用，未给净费、金额或重复期限。",
      "evidenceIds": [
        "YCAIRE6-VOLTAIR-HN",
        "YCAIRE6-VOLTAIR-CLIENT",
        "YCAIRE6-VOLTAIR-HOME"
      ],
      "handling": "需核单位巡检的飞行/现场人工、设备/地面站资本、维护/保险、软件处理和重复检查频率，才能比较毛利与经常收入。首合同/拟付费飞行非已确认营收，客户另一AI平台及其他电力公司的节省不继承；不推ARR或独立技术等级。"
    },
    {
      "id": "YCAIRE7-R-CATCH-REVENUE",
      "type": "自称MRR与卡片交易、仓储和促销的可比性",
      "company": "CatchBack Cards",
      "scope": "dataset",
      "summary": "历史原$13K MRR没有完整定义，其他原始记录分别为月GMV、开包/注册规模、融资及按次/仓储收费，均不能直接作软件ARR。",
      "evidenceIds": [
        "YCAIRE7-CATCH-YC",
        "YCAIRE7-CATCH-LI",
        "YCAIRE7-CATCH-TERMS",
        "YCAIRE7-CATCH-FAQ"
      ],
      "handling": "AI主营仍待核，不新增公司/收入观测。声明原值保留候选证据，不乘12或与已筛USD平台MRR混算；需补净费构成、重复合同、库存/回购责任、退款与当期币种/截止日。不同月份/口径不据离散性推造假，旧个人卖卡收入排除。"
    },
    {
      "id": "YCAIRE7-R-AI-STAGE",
      "type": "供电邻接、机器人零件与视觉AI愿景阶段",
      "company": "Zephyr Fusion / HLabs / Mirabelle",
      "scope": "dataset",
      "summary": "补轨道供电愿景、硬件/免费工具与预购边界、Mirabelle旧视觉AI缓存和当前简介/未来家庭测试差异。",
      "evidenceIds": [
        "YCAIRE7-ZEPHYR-YC",
        "YCAIRE7-ZEPHYR-HOME",
        "YCAIRE7-HLABS-YC",
        "YCAIRE7-HLABS-TERMS",
        "YCAIRE7-MIRABELLE-HOME",
        "YCAIRE7-MIRABELLE-LI"
      ],
      "handling": "三项继续pending-ai，未据AI客户/计算板或机器人标签纳入；Mirabelle有旧AI自述但实际任务/当前版本未核，不把删词当放弃AI。计划发运、测试、产能/设施成本及旧机构/事业不作收入，官网无正文与搜索缓存分列。"
    },
    {
      "id": "YCAIRE8-R-ZERO-MODEL",
      "type": "AI托管代理与线路/交易设施混合收费初评",
      "company": "ZeroSettle",
      "scope": "companies",
      "companyIds": [
        "YC31119"
      ],
      "summary": "公司托管AI代理已明确，但基础线路订阅、一次性AI/视频积分和旧SDK交易服务需拆分，不能把全部价表当AI经常收入。",
      "evidenceIds": [
        "YCAIRE8-ZERO-YC",
        "YCAIRE8-ZERO-AGENT",
        "YCAIRE8-ZERO-PRICING",
        "YCAIRE8-ZERO-TERMS",
        "YCAIRE8-ZERO-BILLING"
      ],
      "handling": "核实际续费/退款、积分兑付、硬件/线路/推理与支持成本、AI选用率及旧支付主体责任，才能估毛利和经常性。消息条款默认USD，旧价表币种/实际合同另核；Beta演示和费率不作ARR，不把含积分错误按月重置。"
    },
    {
      "id": "YCAIRE8-R-AI-STAGE",
      "type": "机器人学习措辞、电池失败状态与交易API资格",
      "company": "Kyten / RoboDock / Valence",
      "scope": "dataset",
      "summary": "Kyten创始人失败自述/402、RoboDock根域视觉与学习宣传、Valence按量费用及客户成交量补证，三项仍AI主营待核。",
      "evidenceIds": [
        "YCAIRE8-KYTEN-YC",
        "YCAIRE8-KYTEN-HOME",
        "YCAIRE8-ROBODOCK-YC",
        "YCAIRE8-ROBODOCK-HOME",
        "YCAIRE8-VALENCE-HOME"
      ],
      "handling": "不以自主客户/旧雇主、泛学习措辞或自动交易直接认定当前AI公司。失败/不可读不填零收入；场站节省和客户月交易不作平台ARR，不采用无来源第三方价表。"
    },
    {
      "id": "YCAIRE8-R-ZERO-VERSION",
      "type": "新旧产品与积分/收费页面版本差异",
      "company": "ZeroSettle",
      "scope": "dataset",
      "summary": "YC仍直接计费SDK，官网消息服务与旧计费价表并存；消息新条款明确分属产品，10月28新价文澄清赠积分一次性不失效。",
      "evidenceIds": [
        "YCAIRE8-ZERO-YC",
        "YCAIRE8-ZERO-PRICING",
        "YCAIRE8-ZERO-TERMS",
        "YCAIRE8-ZERO-BILLING"
      ],
      "handling": "保留各页面版本/读到的范围，不推旧SDK关闭或精确转型/法律沿革。不合并新旧套餐、预付积分、处理款和订阅；实际会计确认及支付/平台依赖需合同核对，未新增收入观测。"
    },
    {
      "id": "YCAIRE9-R-FORT-MODEL",
      "type": "硬件捆绑软件与延后续费的商业模式初评",
      "company": "Fort",
      "scope": "companies",
      "companyIds": [
        "YC31239"
      ],
      "summary": "一次性硬件预购含首年高级软件、之后80美元/年，第二批交付计划2027Q2；报价与售罄标签不足说明软件ARR。",
      "evidenceIds": [
        "YCAIRE9-FORT-YC",
        "YCAIRE9-FORT-MODEL",
        "YCAIRE9-FORT-SHOP",
        "YCAIRE9-FORT-TERMS",
        "YCAIRE9-FORT-REFUND"
      ],
      "handling": "需核实际发货/激活、硬件与软件分摊、制造/备货/质保/退货成本、后续续费率及推理成本，才可估稳定毛利。出货前可全退与交货后30日退货单列；20K训练动作/内部睡眠验证夜数不代替独立效用或医学验证。"
    },
    {
      "id": "YCAIRE9-R-SEQUENCE-MODEL",
      "type": "模型辅助执行设施与用户交易额的商业模式初评",
      "company": "Sequence Markets",
      "scope": "companies",
      "companyIds": [
        "YC31227"
      ],
      "summary": "训练模型的同市场匹配是厂商明确任务，MCP把客户AI接到执行设施；当前价格/净费构成未得，模型和执行收入不可互换。",
      "evidenceIds": [
        "YCAIRE9-SEQUENCE-HOME",
        "YCAIRE9-SEQUENCE-MCP",
        "YCAIRE9-SEQUENCE-API"
      ],
      "handling": "需补真实合同、收费基数、数据/场所/支持与模型成本和重复使用。用户历史自报交易额和沙盒测试不作平台ARR，文档可读不升模型公开产物或独立测试；未连接或执行交易。"
    },
    {
      "id": "YCAIRE9-R-REMAINING",
      "type": "AI话题、旧AI角色产品和当前业务的归属",
      "company": "Forum / Doomersion",
      "scope": "dataset",
      "summary": "Forum注意力交易与AI话题非自身模型证明；Doomersion原YC创始人说明由旧AI角色聊天转短视频，当前AI实现仍缺。",
      "evidenceIds": [
        "YCAIRE9-FORUM-HOME",
        "YCAIRE9-FORUM-MARKET",
        "YCAIRE9-DOOM-YC",
        "YCAIRE9-DOOM-STORE",
        "YCAIRE9-DOOM-PRIVACY"
      ],
      "handling": "两项仍pending-ai。模拟币/界面零余额/维护不作财务结论；免费入口或无广告不推整个公司无收入，下载/观看时长非付费与教学效果。原AI产品沿革保留，不随意继承当前能力。"
    },
    {
      "id": "YCAIRE9-R-EVIDENCE",
      "type": "缓存与可读文档、内部验证和实际交付分层",
      "company": "Sequence Markets / Fort",
      "scope": "dataset",
      "summary": "Sequence训练模型任务来自原站缓存、MCP原文可读；Fort模型训练/内部验证原文及预购报价可读。",
      "evidenceIds": [
        "YCAIRE9-SEQUENCE-HOME",
        "YCAIRE9-SEQUENCE-MCP",
        "YCAIRE9-SEQUENCE-API",
        "YCAIRE9-FORT-YC",
        "YCAIRE9-FORT-MODEL",
        "YCAIRE9-FORT-SHOP",
        "YCAIRE9-FORT-TERMS",
        "YCAIRE9-FORT-REFUND"
      ],
      "handling": "两项均仅技术description，不将文档当可运行模型或内部验证当独立测试。网页预览、首批售罄、第二批预售和价格不证明已实现收入；不新增财务观测/图表样本。"
    },
    {
      "id": "YCAIRE10-R-PHYSICAL",
      "type": "模型预估、概念呼吸硬件与预发布航天服务",
      "company": "Meteoric / DAIVIN! / Dispatch",
      "scope": "dataset",
      "summary": "太阳能增益为云型模型最大估计，潜水资料为概念非最终产品，空间制造返航为2027-10计划与预发布指南，三者均未补明确自有AI任务。",
      "evidenceIds": [
        "YCAIRE10-METEORIC-HOME",
        "YCAIRE10-DAIVIN-HOME",
        "YCAIRE10-DAIVIN-PDF",
        "YCAIRE10-DAIVIN-NEWS",
        "YCAIRE10-DISPATCH-HOME",
        "YCAIRE10-DISPATCH-SPARK",
        "YCAIRE10-DISPATCH-GUIDE"
      ],
      "handling": "继续pending-ai，不把建模/自主/自动调节当AI实现。客户能源收益、实验成本倍数、概念规格/原型试验与未来载荷计划不作营收或独立性能；需实际模型、合同、交付与研发/制造/现场服务成本再评商业模式。退役顾问与前机构不当政府客户，未新增公司或收入。"
    },
    {
      "id": "YCAIRE10-R-SPOT",
      "type": "钱包流水、收益、变现缺项与同名App主体",
      "company": "SpotPay",
      "scope": "dataset",
      "summary": "原公司官网/iOS卖方对应SpotPay, Inc.与Calypso，免费入口/客户Boost收益不解释平台净费；Google Play同名Tangazoletu包不能强配。",
      "evidenceIds": [
        "YCAIRE10-SPOT-HOME",
        "YCAIRE10-SPOT-APP",
        "YCAIRE10-SPOT-NAMESAKE"
      ],
      "handling": "AI主营仍待核，不新增公司/观测。补实际收费表、处理款/FX/卡净费、托管/伙伴分摊及法律主体链，不能用TPV43%/周或用户27%/周增长推收入；MSB/安全为自述，未独立监管审查，不采第三方无原始依据评价。"
    },
    {
      "id": "YCAIRE11-R-AND-MODEL",
      "type": "AI采购经纪的人力、佣金与业务沿革初评",
      "company": "Andustry",
      "scope": "companies",
      "companyIds": [
        "YC31367"
      ],
      "summary": "www描述AI搜索/人工资格核验、按成交额佣金且无订阅；公司金融AI实验室/YCTrading与工业网站并存，主体和当前主业未全核。",
      "evidenceIds": [
        "YCAIRE11-AND-YC",
        "YCAIRE11-AND-HOME",
        "YCAIRE11-AND-ABOUT",
        "YCAIRE11-AND-TERMS",
        "YCAIRE11-AND-IMPRINT",
        "YCAIRE11-AND-LI"
      ],
      "handling": "需要佣金合同/到账、人工采购资格/物流成本、重复订单留存及Inc./GmbH收入归属后再估毛利。采购额/客户节省/原料吞吐不是ARR，按成交反复收入也不直接叫订阅；若金融转型须另核交付/日期，不把无模型说明的实验室升模型厂商。"
    },
    {
      "id": "YCAIRE11-R-NONAI",
      "type": "有限技术代理、射频成像与抵押ILP的AI边界",
      "company": "Unifold / Applied Electrodynamics / Totalis",
      "scope": "dataset",
      "summary": "支付技术代理/规则编排、射频成像与确定性ILP求解均未补明确自身学习模型，三项仍pending-ai。",
      "evidenceIds": [
        "YCAIRE11-UNIFOLD-HOME",
        "YCAIRE11-UNIFOLD-TERMS",
        "YCAIRE11-AE-HOME",
        "YCAIRE11-AE-LAUNCH",
        "YCAIRE11-TOTALIS-FEES",
        "YCAIRE11-TOTALIS-MATH",
        "YCAIRE11-TOTALIS-TERMS"
      ],
      "handling": "自动化、Agent术语、机器可读和AI交易题材不自动确认AI核心。Unifold第三方费用/用户资产、WaveSight早期登记/团队旧专利、Totalis抵押资本与Fee基数不能当公司ARR。未执行外部SDK、求解器或交易；当前合同/实际交付及技术需补。"
    },
    {
      "id": "YCAIRE11-R-VERSIONS",
      "type": "主体、链与当前产品版本差异",
      "company": "Andustry / Totalis",
      "scope": "dataset",
      "summary": "Andustry www工业服务、公司金融实验室与YCTrading并存，Inc./GmbH和两站创始人状态不同；Totalis当前Hyperliquid费用与旧Solana条款分开。",
      "evidenceIds": [
        "YCAIRE11-TOTALIS-FEES",
        "YCAIRE11-TOTALIS-MATH",
        "YCAIRE11-TOTALIS-TERMS",
        "YCAIRE11-AND-YC",
        "YCAIRE11-AND-HOME",
        "YCAIRE11-AND-ABOUT",
        "YCAIRE11-AND-TERMS",
        "YCAIRE11-AND-IMPRINT",
        "YCAIRE11-AND-LI"
      ],
      "handling": "不同页面/日期不直接判矛盾或财务造假，保留当前性和适用合同缺项。Andustry不重复新增主体，Totalis利润费、入场费/builder费及第三方链费用不互换，定价和抵押ILP角色分开，无新增财务观测。"
    },
    {
      "id": "YCAIRE12-R-HEVN-MODEL",
      "type": "支付账户捆绑AI财务助手的商业模式初评",
      "company": "HEVN, inc",
      "scope": "companies",
      "companyIds": [
        "YC31391"
      ],
      "summary": "月账户套餐含AI额度、支付与FX另收费；第三方LLM应用含文档/合规辅助，人审敏感操作并招聘合规监督。",
      "evidenceIds": [
        "YCAIRE12-HEVN-PRICE",
        "YCAIRE12-HEVN-TERMS",
        "YCAIRE12-HEVN-ENTITIES",
        "YCAIRE12-HEVN-YCJOB"
      ],
      "handling": "需合同净费拆分、AI选用/额度消耗、推理/合规人工/伙伴渠道成本、退款和续费，才能评估毛利与经常性。月支付门槛、用户资产、AI赠额和伙伴银行规模非ARR；美港承约实体需归属，不重复公司或金融监管能力。"
    },
    {
      "id": "YCAIRE12-R-DREACH-ODD",
      "type": "人工成功费、客户自报与不可用AI档的收入边界",
      "company": "Dreach / Oddpool",
      "scope": "dataset",
      "summary": "Dreach按客户实收安置费/毛利分成与月/年通则并存且不核客户发票；Oddpool列Oddbot但付费档不可用，旧条款/当前用途及成立起点不同。",
      "evidenceIds": [
        "YCAIRE12-DREACH-HOME",
        "YCAIRE12-DREACH-ABOUT",
        "YCAIRE12-DREACH-PRICE",
        "YCAIRE12-DREACH-TERMS",
        "YCAIRE12-ODD-HOME",
        "YCAIRE12-ODD-PRICE",
        "YCAIRE12-ODD-TERMS"
      ],
      "handling": "两项继续pending-ai，Dreach需自身模型，Oddpool需AI实际可交付/当前性证据。报价、客户自报回款、数据规模不作公司收入，页面合同差异不直接判造假或停服。免费入口/Inactive不填零，人工服务与行情及AI净费须拆分。"
    },
    {
      "id": "YCAIRE12-R-AI-ROLE",
      "type": "AI算力邻接与明确应用任务的证据等级",
      "company": "Madrone / HEVN",
      "scope": "dataset",
      "summary": "HEVN条款补公司第三方LLM任务可按description关联，Madrone物理供冷和旧ML经历仍不足证明自有AI交付。",
      "evidenceIds": [
        "YCAIRE12-HEVN-PRICE",
        "YCAIRE12-HEVN-TERMS",
        "YCAIRE12-HEVN-ENTITIES",
        "YCAIRE12-HEVN-YCJOB",
        "YCAIRE12-MADRONE-HOME",
        "YCAIRE12-MADRONE-YCLAUNCH"
      ],
      "handling": "模型来源第三方不妨碍应用分类，但不升模型研发或独立测试；AI客户、GPU效率模型与NVIDIA项目不自动证AI主营。设备/现场运维与银行/合规人工成本分别留缺，未新增收入观测或图表样本。"
    },
    {
      "id": "YCAIRE13-R-RIVER",
      "type": "LLM共署研究、执行费示例与收费产品分层",
      "company": "River Markets",
      "scope": "dataset",
      "summary": "共署LLM概率更新/语义筛选研究存在，但公司摘要明确离线/假设回测；执行例53费和945节省另为订单簿模型，不是实收。",
      "evidenceIds": [
        "YCAIRE13-RIVER-HOME",
        "YCAIRE13-RIVER-TERMS",
        "YCAIRE13-RIVER-CASE",
        "YCAIRE13-RIVER-LLM-FORECAST",
        "YCAIRE13-RIVER-LLM-FILTER"
      ],
      "handling": "仍pending-ai，补当前模型集成/客户交付和合同净费，不能仅论文或Agent文档确认核心AI。MCP概率更新术语与工具协议分开；未核原预印本/实验数据，不称独立测试。prime营销/执行层条款和Centos主体声明保留，不推牌照/实际资产或ARR。"
    },
    {
      "id": "YCAIRE13-R-PHYSICAL",
      "type": "主体起点、机器人试点和自主硬件的AI资格",
      "company": "AICE / Aseon Labs / Ornadyne",
      "scope": "dataset",
      "summary": "AICE原站缓存2025设立/2026业务启动提供起点解释；Aseon仍试点准备、网站条款非采购；Ornadyne现YC硬件/自主愿景未补模型，三项继续AI待核。",
      "evidenceIds": [
        "YCAIRE13-AICE-HOME",
        "YCAIRE13-AICE-COMPANY",
        "YCAIRE13-ASEON-HOME",
        "YCAIRE13-ASEON-YC",
        "YCAIRE13-ASEON-TERMS",
        "YCAIRE13-ORNADYNE-YC",
        "YCAIRE13-ORNADYNE-HOME"
      ],
      "handling": "AI工程职责/招工、仿生、自动化和客户自主驾驶不替自身学习任务。原型、旧公司站点、客户节省与融资不作营收，图像示意不作合作。成立自述/缓存/无正文访问边界保留，不改原发现、不新增公司或财务观测。"
    },
    {
      "id": "YCAIRE14-R-STAGE",
      "type": "机器人遥操作、远程塔台与旧AI产品沿革",
      "company": "Eden Robotics / General Aviation / Aernata",
      "scope": "dataset",
      "summary": "Eden招聘明确遥操作/数据采集但当前学习任务仍缺，数字塔台有控制员工作站；Aernata化学与旧Pentagon反链/主体沿革分开。",
      "evidenceIds": [
        "YCAIRE14-EDEN-HOME",
        "YCAIRE14-EDEN-YC",
        "YCAIRE14-EDEN-TERMS",
        "YCAIRE14-EDEN-JOB",
        "YCAIRE14-GA-HOME",
        "YCAIRE14-GA-CAREERS",
        "YCAIRE14-AERNATA-YC-REDIRECT",
        "YCAIRE14-PENTAGON-HOME",
        "YCAIRE14-PENTAGON-TERMS",
        "YCAIRE14-AERNATA-DEALROOM"
      ],
      "handling": "三项继续pending-ai。按时机器人须核人工/折旧/有效工时，网站条款不作部署合同；远程空管不直接叫无人AI。Pentagon云AI存在不自动代表当前化学主营，Dealroom物流Arnata未对齐不迁能力/收入，原发现不改。"
    },
    {
      "id": "YCAIRE14-R-FEES",
      "type": "衍生平台交易净费、资金责任及演示边界",
      "company": "Mochatrade / Eden Robotics",
      "scope": "dataset",
      "summary": "Mochatrade条款默认taker5bps/maker2bps、funding另计，平台可能自营且客户INR入公司账户后账本记载；Eden按时服务报价不是已售工时。",
      "evidenceIds": [
        "YCAIRE14-EDEN-HOME",
        "YCAIRE14-EDEN-YC",
        "YCAIRE14-EDEN-TERMS",
        "YCAIRE14-EDEN-JOB",
        "YCAIRE14-MOCHA-HOME",
        "YCAIRE14-MOCHA-TERMS"
      ],
      "handling": "四项均无收入观测新增。客户本金/保证金/结算义务与手续费、自营损益分开；报价/候补/演示不当实绩，FIU税法宣传非独立法律审查。Eden旧广告收入排除、网站报价与实际服务合同待核，不推软件ARR或财务造假。"
    },
    {
      "id": "YCAIRE15-R-CURRENT",
      "type": "当前游戏业务分类与硬件AI/测试证据边界",
      "company": "Arlo Industries / Maquoketa Research / Edgerun",
      "scope": "dataset",
      "summary": "Maquoketa当前Aqua游戏反馈工具改候选C08，历史AI不代表当前任务；Arlo网络感知及Edgerun穿戴控制仍缺明确学习任务。",
      "evidenceIds": [
        "YCAIRE15-ARLO-HOME",
        "YCAIRE15-ARLO-PRESS",
        "YCAIRE15-MAQUOKETA-YC",
        "YCAIRE15-MAQUOKETA-LINKEDIN",
        "YCAIRE15-MAQUOKETA-HOME",
        "YCAIRE15-EDGERUN-HOME",
        "YCAIRE15-EDGERUN-CAREERS",
        "YCAIRE15-EDGERUN-MISSION"
      ],
      "handling": "三项仍pending-ai。招聘/媒体非技术验证，内部效能/伙伴推荐非独立测试或已售；Maquoketa主体转型、地点/团队版本差异保留，官网403不推零收入；原发现快照不改。"
    },
    {
      "id": "YCAIRE15-R-FEES",
      "type": "免订阅与交易费、合同/发布版本缺项",
      "company": "Fire Wallet",
      "scope": "dataset",
      "summary": "Fire首页免订阅仍候补，条款明确逐笔接口费与第三方/网络费分开；条款和首页的适用产品及恢复架构有待核版本差异。",
      "evidenceIds": [
        "YCAIRE15-FIRE-HOME",
        "YCAIRE15-FIRE-TERMS",
        "YCAIRE15-FIRE-YC-DIRECTORY"
      ],
      "handling": "不将免费订阅填为零收入，未披露实际费率/实收。客户交易量和GMV机会、旧MobileCoin融资估值不算Fire收入；自述主体与产品架构未独立核，不据版本差异推财务造假。继续pending-ai，无公司或收入观测新增。"
    },
    {
      "id": "YCAIRE16-R-FINANCE",
      "type": "资产指数、融资轮次/币种与自家公司收入分开",
      "company": "tash / Molagri",
      "scope": "dataset",
      "summary": "tash资产指数/插值曲线和市场成交非平台经营收入，证券资格仍公司自述进行中；Molagri580万USD/820万CAD为种子前+种子合计同笔融资。",
      "evidenceIds": [
        "YCAIRE16-TASH-HOME",
        "YCAIRE16-TASH-TERMS",
        "YCAIRE16-TASH-RESEARCH",
        "YCAIRE16-MOLAGRI-HOME",
        "YCAIRE16-MOLAGRI-FUNDING",
        "YCAIRE16-MOLAGRI-CAREERS"
      ],
      "handling": "两项均仍pending-ai，无收入观测新增。通用条款非已获证券资格/产品合同；融资两币不加总、轮次不重复计，公司旧事业/资助/科学成果不迁产品ARR，研发/审批/实际收费缺项保留。"
    },
    {
      "id": "YCAIRE16-R-DELIVERY",
      "type": "材料本征文献、试点硬件与AI交付等级",
      "company": "Kara / Aerogen Systems",
      "scope": "dataset",
      "summary": "Kara询价/NDA规格与历史材料文献非本产品独立量产检测；Aerogen前NASA研究、Talos当前试点和CleanPipe未来路线分开。",
      "evidenceIds": [
        "YCAIRE16-KARA-HOME",
        "YCAIRE16-KARA-QA",
        "YCAIRE16-KARA-SOURCES",
        "YCAIRE16-AEROGEN-HOME",
        "YCAIRE16-AEROGEN-ABOUT",
        "YCAIRE16-AEROGEN-PILOT"
      ],
      "handling": "两项继续pending-ai，不能因AI芯片客户/传感或仿真推自有模型。开放试点/现场评估不作已付费；材料硬件销售、集成维护成本与客户节省分开，NASA沿革非现采购合同，原发现快照不改。"
    },
    {
      "id": "PHALL25-R-COVERAGE",
      "type": "Featured/All动态入口与有限名单覆盖",
      "company": "Product Hunt年度榜单",
      "scope": "dataset",
      "summary": "年度All与Featured首屏不同，本轮登记2025 All19文字卡，9项原两年38卡外产品；原38记录保留，2026 All19卡已读但逐项登记待续。",
      "evidenceIds": [
        "PHALL25-PAGE",
        "PHALL25-PAGE26",
        "PHALL25-PAGE2-25",
        "PHALL25-PAGE2-26"
      ],
      "handling": "S04现57条发现位置不等57独立公司；本批14范围外/4年份待核/1推广，无主公司或收入新增。仅图片Framer及分页/其他日期仍缺，浏览工具不可访问不等无下一页，不声明全量。"
    },
    {
      "id": "PHALL25-R-ENTITY",
      "type": "产品更名、旧集团与积分/终身收入边界",
      "company": "LilysAI / Dreamina / Ada.im / EZsite / Duix",
      "scope": "dataset",
      "summary": "LilysAI转Readray沿用2023公司，Dreamina是既有ByteDance产品；Ada反链ChartGen/Deep Analysis合同，EZsite与EasySite同域连续不合并近名域，Duix条款仅外壳。",
      "evidenceIds": [
        "PHALL25-LILYS-HOME",
        "PHALL25-LILYS-PROFILE",
        "PHALL25-DREAM-TERMS",
        "PHALL25-DREAM-GROUP",
        "PHALL25-ADA-HOME",
        "PHALL25-ADA-TERMS",
        "PHALL25-EZ-HOME",
        "PHALL25-EZ-PRICE",
        "PHALL25-EZ-TERMS-ACCESS",
        "PHALL25-DUIX-TERMS"
      ],
      "handling": "旧ARR原$币种/截至日不齐且旧公司范围外，不迁入新公司表；订阅/积分充值赠送、退款、一次性终身与BYOK模型成本分开，未披露收入不填零，不由产品发布/版权或条款更新日期补成立年。"
    },
    {
      "id": "PHALL26-R-COVERAGE",
      "type": "2026 All有限名单、版本与旧业务归属",
      "company": "Product Hunt All / Base44 / Fathom / Tencent / Viktor",
      "scope": "dataset",
      "summary": "2026 All首屏19卡已逐项登记，9项原Featured名单外产品；Base44 Backend复用公司，Fathom/Tencent为旧业务，Viktor旧Zeta年份与法律沿革分列。",
      "evidenceIds": [
        "PHALL25-PAGE26",
        "PHALL26-BASE-PH",
        "PHALL26-FATHOM-PH",
        "PHALL26-TENCENT-PH",
        "PHALL26-VIKTOR-PH",
        "PHALL26-FATHOM-HOME",
        "PHALL26-TENCENT-HOME",
        "PHALL26-TENCENT-GROUP",
        "PHALL26-VIKTOR-HOME",
        "PHALL26-VIKTOR-TERMS",
        "PHALL26-VIKTOR-PRICE",
        "PHALL26-VIKTOR-HISTORY"
      ],
      "handling": "本批3linked/2既有范围外/7范围外/6年份待核/1推广；S04四批累计76位置不是76独立公司。原发现批次不改，成立年/业务当前性和法律注册分开；未穷尽分页/其他日期，不把客户数据/演示/旧收入迁新公司。"
    },
    {
      "id": "PHALL26-R-CONTRACT",
      "type": "品牌主体/成立冲突与订阅、预算、积分净额",
      "company": "Acti / Spira / Codity / PollyReach",
      "scope": "dataset",
      "summary": "TypeX多端订阅、Spira创作者预算/佣金合同、Codity Ekaha美印和2025/2024目录差异、PollyReach测试域合同适用分别留缺。",
      "evidenceIds": [
        "PHALL26-ACTI-PH",
        "PHALL26-SPIRA-PH",
        "PHALL26-CODITY-PH",
        "PHALL26-POLLY-PH",
        "PHALL26-ACTI-HOME",
        "PHALL26-ACTI-TERMS",
        "PHALL26-SPIRA-HOME",
        "PHALL26-SPIRA-TERMS",
        "PHALL26-CODITY-HOME",
        "PHALL26-CODITY-ABOUT",
        "PHALL26-CODITY-TERMS",
        "PHALL26-CODITY-PRICE",
        "PHALL26-CODITY-PROFILE",
        "PHALL26-CODITY-DR",
        "PHALL26-POLLY-HOME",
        "PHALL26-POLLY-TERMS"
      ],
      "handling": "四项继续pending-year，AI任务描述不填成立年。月等效年收和一次性扫描、广告预算/创作者佣金与平台净费、积分赠送/充值及推理/电话成本分开；测试域/占位和目录差异不直接认停业或造假，无收入新增。"
    },
    {
      "id": "PHALL26-R-STORE",
      "type": "电商Agent订阅与店铺GMV/广告预算拆分",
      "company": "StoreClaw",
      "companyIds": [
        "AI105"
      ],
      "scope": "companies",
      "summary": "2026官网成立自述、第三方LLM电商任务与USD价表支持纳入垂直应用；默认月套餐含额度，另赠额/日刷/充值。",
      "evidenceIds": [
        "PHALL26-STORE-PH",
        "PHALL26-STORE-HOME",
        "PHALL26-STORE-ABOUT",
        "PHALL26-STORE-TERMS",
        "PHALL26-STORE-PRICE"
      ],
      "handling": "需实收/退款、活跃付费卖家、续费和合同版本，以及模型、工具、连接器与人工支持成本。官网用户/卖家数不等付费，店铺销售及广告预算不归平台营收；精确注册/团队/地点与独立技术效度缺，收入未知不填零。"
    },
    {
      "id": "SACRA1-R-DIRECTORY",
      "type": "目录内部冲突、公开入口与成立/上线边界",
      "company": "Sacra / Gimlet Labs",
      "scope": "dataset",
      "summary": "Sacra目录入口只有筛选外壳，四个档案为定向核查。Gimlet页首2023/正文2025、融资字段不齐；投资方2023与官网2025上线应分开。",
      "evidenceIds": [
        "SACRA1-DIRECTORY",
        "SACRA1-GIMLET-SACRA",
        "SACRA1-GIMLET-HOME",
        "SACRA1-GIMLET-ECLIPSE",
        "SACRA1-GIMLET-LAUNCH"
      ],
      "handling": "不宣布全站或两年全量，Gimlet按投资方自述旧年暂范围外并留精确登记缺项；目录时间/方法未对齐不等公司财务造假，融资/估值/成本比较非ARR。"
    },
    {
      "id": "SACRA1-R-FINANCIAL",
      "type": "重复估算、客户下界和集团/产品财务口径",
      "company": "Peec AI / Base44",
      "scope": "dataset",
      "summary": "Sacra Peec/Base44明确估算并复述既有里程碑；Peec超过ARR/超过客户不能相除得精确ARPU，Base44所属Wix集团数字与预测不是独立产品财务。",
      "evidenceIds": [
        "SACRA1-PEEC-SACRA",
        "SACRA1-PEEC-ORIGINAL",
        "SACRA1-BASE-SACRA",
        "SACRA1-BASE-SEC"
      ],
      "handling": "不新增或改金额/日期，不把多篇复述当独立验证或复制历史收入。付费客户分母、期间/币种、会计/合同定义及估算底表继续缺；地点字段错误不照抄，也不由差异推造假。"
    },
    {
      "id": "SACRA1-R-GI",
      "type": "世界模型公开产物与商业API收入分开",
      "company": "General Intuition",
      "companyIds": [
        "AI106"
      ],
      "scope": "companies",
      "summary": "2025公司自述成立、MIRA官方代码可访问与有限合作API支持模型研究分类；营销网站条款明确与Medal分开。",
      "evidenceIds": [
        "SACRA1-GI-SACRA",
        "SACRA1-GI-HOME",
        "SACRA1-GI-TERMS",
        "SACRA1-GI-PROFILE",
        "SACRA1-GI-CODE"
      ],
      "handling": "未运行/独立验证代码或数据/模型商用许可，不将公开产物升级独立测试；商业API合作未证付款，融资和Medal旧数据/用户非本公司ARR。需实际API合同、数据权利和训练/推理/支持成本、注册沿革与当前精确团队，收入未知。"
    },
    {
      "id": "ADA1-R-ENTITY",
      "type": "登记、品牌统一与积分收入边界",
      "company": "Ada.im / ChartGen AI",
      "companyIds": [
        "AI107"
      ],
      "scope": "companies",
      "summary": "ACRA2025注册与同名运营者条款及两品牌相互支持，将PH待核候选关联同一公司；不重复按产品计数。",
      "evidenceIds": [
        "ADA1-REGISTRY",
        "ADA1-TERMS",
        "ADA1-HOME",
        "ADA1-DOCS",
        "ADA1-BILLING",
        "ADA1-API",
        "ADA1-PRICE-ACCESS"
      ],
      "handling": "注册日不代实际经营起点，品牌/资产历史、条款无UEN仍需后续核。董事非员工、注册地址非办公点；免费/邀请/补充积分和分析示例不作公司ARR，价格/付费用户/成本仍缺。公开文档非公开代码或独立实验，不据无幻觉宣传升级技术等级。"
    },
    {
      "id": "ENTITY2-R-DUIX",
      "type": "旧业务线索、当前主体与商业收费边界",
      "company": "DUIX / 硅基智能",
      "scope": "excluded-candidate",
      "summary": "申请稿与项目重定向支持旧DUIX技术/业务线索，不能把2025发布/股份制转换认作新公司；当前签约主体仍缺。",
      "evidenceIds": [
        "ENTITY2-DUIX-FILING",
        "ENTITY2-DUIX-ABOUT",
        "ENTITY2-DUIX-CODE",
        "ENTITY2-DUIX-LICENSE",
        "ENTITY2-DUIX-DOCS",
        "ENTITY2-DUIX-PROFILE",
        "ENTITY2-DUIX-TERMS-ACCESS"
      ],
      "handling": "保持候选待核、无公司/财务新增。云服务分钟/免费额度与本地SDK商业许可分开；源码公开不等模型/数据可任意商用，不独立测效。需海外登记、与集团合同及资产授权对应。"
    },
    {
      "id": "ENTITY2-R-EZ",
      "type": "旧业务线索、当前主体与商业收费边界",
      "company": "EZsite / NewOaks",
      "scope": "excluded-candidate",
      "summary": "同CEO与域间嵌入、缓存运营者和NewOaks2023旧业务支持关联线索，LLC登记及实际主体关系仍缺。",
      "evidenceIds": [
        "ENTITY2-EZ-TERMS-CACHE",
        "ENTITY2-EZ-HOME",
        "ENTITY2-EZ-LTD",
        "ENTITY2-NEWOAKS-TERMS",
        "ENTITY2-NEWOAKS-HISTORY",
        "ENTITY2-NEWOAKS-LETTER",
        "ENTITY2-EZ-PRIVACY"
      ],
      "handling": "保持候选待核，不把共同创始人/产品更名代法律沿革。MRR增长无金额/截至日不作财务观测，终身/赠送不年化ARR；7/30日退款可能方案/版本不同，待核不判造假，旧NewOaks收入不转移。"
    },
    {
      "id": "MODEL1-APP-CREDITS",
      "type": "商业模式初评",
      "company": "应用订阅＋消耗额度",
      "companyIds": [
        "AI056",
        "AI105",
        "AI107"
      ],
      "scope": "companies",
      "summary": "已核事实：Base44以消息/集成额度分档，StoreClaw有订阅及充值，ChartGen另有日票/免费和购买积分。价表说明收费设计，未证明这些公司的付费留存或单位交付利润；免费/赠送与订阅收入分开。",
      "evidenceIds": [
        "ARRCHECK2-BASE-PRICE",
        "PHALL26-STORE-PRICE",
        "ADA1-BILLING"
      ],
      "handling": "待验证判断：若客户持续重复同类任务，基础订阅可覆盖持续服务，消耗额度可约束重度使用成本。我们的试验应逐任务记录退款后实收、模型/工具/托管/人工支持成本、失败重试和30/90日付费留存；同时比较少量高消耗账户。只有净贡献与留存同时支持才扩大，不能用注册用户乘标价推ARR；年付现金、积分充值与当期收入需分。"
    },
    {
      "id": "MODEL1-MARKETING",
      "type": "商业模式初评",
      "company": "面向营销团队的持续监测订阅",
      "companyIds": [
        "AI055"
      ],
      "scope": "companies",
      "summary": "已核事实：Peec按提示词、模型和项目分档，席位不限，提供不同API权限及Agent额度；公司发布客户和ARR声明，但客户总数未证全部付费，两个下界不能推出精确单客收入。",
      "evidenceIds": [
        "PEEC-PRICE",
        "ARRCHECK2-PEEC-API",
        "SACRA1-PEEC-ORIGINAL"
      ],
      "handling": "待验证判断：若客户在每个周期都要监测并据结果采取行动，持续工作流可能支持续费。我们的验证应比较无工具时的基线、客户实际行动/复用频率、付费续费及扩张、数据采集和人工解释成本；区分品牌直客与代理分销。不把可见度提升自动归因于销售收入，也不据一个增长案例认定整个营销领域更优。"
    },
    {
      "id": "MODEL1-GATEWAY",
      "type": "商业模式初评",
      "company": "模型网关：用量、平台费与订阅并存",
      "companyIds": [
        "MR017"
      ],
      "scope": "companies",
      "summary": "已核事实：LLM Gateway的API有用量和平台费、BYOK及企业安排，另有DevPass/Lounge订阅。现价不是历史收入拆分证据；平台MRR为历史快照且连接过期，不能当当前纯SaaS净收入。",
      "evidenceIds": [
        "MR2-LLM-PRICE",
        "MR2-LLM-TERMS",
        "MR2-LLM-WEB"
      ],
      "handling": "待验证判断：若客户愿为路由、治理或可靠性支付独立服务费，才可能有区别于模型成本转售的价值。我们的验证需把充值、供应商成本、实际使用、平台净费和订阅分账，测量每付费项目的留存/净贡献、故障及支持成本；只按合同可持续服务部分评价经常性。一个平台产品不能代表基础设施行业均值。"
    },
    {
      "id": "MODEL1-WORLD-API",
      "type": "商业模式初评",
      "company": "自研模型：研究产物到商业API",
      "companyIds": [
        "AI106"
      ],
      "scope": "companies",
      "summary": "已核事实：General Intuition有MIRA公开代码，官网称少量合作方接入商业API，未取得价格/付费合同。营销网站条款与Medal旧服务分离，融资及旧平台数据/用户不作新公司收入，代码未独立运行。",
      "evidenceIds": [
        "SACRA1-GI-HOME",
        "SACRA1-GI-CODE",
        "SACRA1-GI-TERMS"
      ],
      "handling": "待验证判断：只有客户任务的独立质量收益能覆盖训练、数据许可、推理和支持成本，自研模型才构成可评估的商业路线。我们的下一步应先建立任务基线和可重复评估，再核付费试点的预算/采购周期、数据权利、训练摊销和单位推理成本；技术代码、合作标志与融资都不能代付费需求。当前证据不足以比较此路线与订阅应用的财务回报。"
    },
    {
      "id": "TIME1-R-TRELLIS",
      "type": "网页更新日不代经营截至日",
      "company": "Trellis",
      "companyIds": [
        "YC31372"
      ],
      "scope": "companies",
      "summary": "原600K+ ARR观测的observedAt误取页面更新日，已移除；采用规模也改为截至日未知，原金额/下界/币种与来源不变。",
      "evidenceIds": [
        "UNCLEAR5-31372-FACTS",
        "TIME1-TRELLIS-TIME"
      ],
      "handling": "页面事实的维护日不能证明每项指标结算日。ARR仍明确标签，但不能作为精确同日样本；不能从45+客户与600K+相除推出已核ARPA，需合同、收费/实施费边界及财务日。"
    },
    {
      "id": "TIME1-R-BASE",
      "type": "近期、月级与集团季度末不可混用",
      "company": "Base44",
      "companyIds": [
        "AI056"
      ],
      "scope": "companies",
      "summary": "一亿ARR为近期，约1.5亿为as of May，均未给具体日；同公告Wix集团季度末指标不能为产品里程碑补日期。",
      "evidenceIds": [
        "E092",
        "E093",
        "TIME1-BASE-Q4-TIME",
        "TIME1-BASE-Q1-TIME"
      ],
      "handling": "保留原时长/月份和金额精度，不填虚构日、不重复收入。产品/集团与自述/审计边界继续区分，未取得同期可比样本，不因不同口径判财务造假。"
    },
    {
      "id": "TIME1-R-ACCESS",
      "type": "公开目录分页与访问限制",
      "company": "Sacra / Product Hunt",
      "scope": "dataset",
      "summary": "2026-11-01重核Sacra目录和PH两年All第二页，浏览工具未取得名单，普通公开HTTP均403。",
      "evidenceIds": [
        "TIME1-SACRA-ACCESS",
        "TIME1-PH25-PAGE2-ACCESS",
        "TIME1-PH26-PAGE2-ACCESS"
      ],
      "handling": "不能把工具不可读认作名单结束；现有有限批次保留，来源全量覆盖未证。研究统计截至仍2026-10-31，本次仅后续核对历史资料/访问范围，不追加截止日后的经营数字。"
    },
    {
      "id": "SR007R-R-ROSTER",
      "type": "公开载荷与默认批次边界",
      "company": "a16z Speedrun SR007",
      "scope": "dataset",
      "summary": "公开HTML得79条载荷并逐条登记；文本工具外壳不代表没有目录。参数请求SR005/SR006仍返回SR007，不能算额外批次。",
      "evidenceIds": [
        "SR007R-ROSTER",
        "SR007R-QUERY05",
        "SR007R-QUERY06"
      ],
      "handling": "仅按唯一档案链接复用17家公司，另3新个案；59仍主体/年份待核，不从标签/批次/近名推成立或财务。四个独立档案与其余仅目录的读取深度分开，完整载荷不等全来源核查完成。"
    },
    {
      "id": "SR007R-R-ACAYSIA",
      "type": "工业软件试点与客户效果边界",
      "company": "Acaysia",
      "companyIds": [
        "AI108"
      ],
      "scope": "companies",
      "summary": "2026档案/公司技术自述支持C07工业AI软件，试点招募不等已商用交付，网站条款不代产品合同。",
      "evidenceIds": [
        "SR007R-ACAYSIA-SR",
        "SR007R-ACAYSIA-HOME",
        "SR007R-ACAYSIA-TERMS"
      ],
      "handling": "需许可、边缘设备、实施/持续工程收费及模型/现场支持成本；估计增益不作营收，不根据安全口号推认证或独立测试，精确登记与运营地仍缺。"
    },
    {
      "id": "SR007R-R-AGENTCAT",
      "type": "更名连续性及观测用量收费",
      "company": "AgentCat / MCPcat",
      "companyIds": [
        "AI109"
      ],
      "scope": "companies",
      "summary": "2025成立自报与2026同团队更名分开；会话套餐与分析附加项是收费设计，不等已实现经常性收入。",
      "evidenceIds": [
        "SR007R-AGENTCAT-SR",
        "SR007R-AGENTCAT-HOME",
        "SR007R-AGENTCAT-RENAME"
      ],
      "handling": "不复制旧品牌公司，核实际付费/事件量、模型分析与存储/支持成本、法人合同及退款/续费；未读取SDK代码和SOC2报告，不提升独立测试或商用许可结论。"
    },
    {
      "id": "SR007R-R-BANBURY",
      "type": "研究路线、旧论文与候补交付",
      "company": "Banbury Road",
      "companyIds": [
        "AI110"
      ],
      "scope": "companies",
      "summary": "投资方2026及公司多模型训练研究支持C01，首发仍候补，旧学术工作不当新公司模型独立成绩。",
      "evidenceIds": [
        "SR007R-BANBURY-SR",
        "SR007R-BANBURY-HOME"
      ],
      "handling": "需可访问模型/数据授权、可复现实验和当前客户任务及合同；不推前沿效果、训练成本/利润或收入，保持description级。"
    },
    {
      "id": "SR007R-R-ALVEN",
      "type": "品牌成立与旧法人成立冲突、部署金额非收入",
      "company": "Alven / ROOMSS LTD",
      "scope": "excluded-candidate",
      "summary": "投资方2025成立与条款同名/同地址/同创始董事的英国2024登记冲突；新业务或海外主体沿革尚未消歧。",
      "evidenceIds": [
        "SR007R-ALVEN-SR",
        "SR007R-ALVEN-HOME",
        "SR007R-ALVEN-TERMS",
        "SR007R-ALVEN-REG",
        "SR007R-ALVEN-OFFICERS"
      ],
      "handling": "候选保持pending-year，不建2025公司或收入观测。1.2M ARR自述无日历日/币种、10M正在部署不等已实现；客户单元/节省、认证标志和董事不代付费分母、独立验证或员工。"
    },
    {
      "id": "SR007F1-R-DELIVERY",
      "type": "SR007当前交付分类与未独立验证",
      "company": "Baro、Blueprint、Cartsy、ChatOverflow、ChronoSpace",
      "companyIds": [
        "AI111",
        "AI112",
        "AI113",
        "AI114",
        "AI115"
      ],
      "scope": "companies",
      "summary": "五个2025/2026投资方档案与官网反链支持纳入；行业服务、硬件设计软件、消费购物、Agent经验网络和世界模型分别分类。",
      "evidenceIds": [
        "SR007F1-BARO-SR",
        "SR007F1-BARO-HOME",
        "SR007F1-BARO-TERMS",
        "SR007F1-BLUEPRINT-SR",
        "SR007F1-BLUEPRINT-HOME",
        "SR007F1-CARTSY-SR",
        "SR007F1-CARTSY-HOME",
        "SR007F1-CARTSY-TERMS",
        "SR007F1-CHAT-SR",
        "SR007F1-CHAT-HOME",
        "SR007F1-CHRONO-SR",
        "SR007F1-CHRONO-HOME"
      ],
      "handling": "早期访问、候补与官网空正文分列，不当已核规模交付；ChatOverflow官方仓库反链404且受控基准非独立实验，Blueprint功能/价表缺，ChronoSpace模型和大学资产许可缺，均description级。"
    },
    {
      "id": "SR007F1-R-FINANCE",
      "type": "客户GMV、服务费、签约与演示非ARR",
      "company": "Baro、Cartsy、ChatOverflow、ChronoSpace",
      "companyIds": [
        "AI111",
        "AI113",
        "AI114",
        "AI115"
      ],
      "scope": "companies",
      "summary": "Baro一次性/佣金/广告服务混合；Cartsy免费导流且自营结账未上线；ChatOverflow示例价卡非套餐；ChronoSpace只述模糊签约数。",
      "evidenceIds": [
        "SR007F1-BARO-SR",
        "SR007F1-BARO-HOME",
        "SR007F1-BARO-TERMS",
        "SR007F1-CARTSY-HOME",
        "SR007F1-CARTSY-TERMS",
        "SR007F1-CHAT-HOME",
        "SR007F1-CHAT-REPO",
        "SR007F1-CHRONO-SR"
      ],
      "handling": "无新增财务观测。需真实净费、退款及履约回款、固定/项目/经常性拆分、AI/人工/供应商成本与付费分母；客户业绩/旧公司run rate、商品价和市场规模不搬为本公司ARR。"
    },
    {
      "id": "SR007F1-R-BRIC",
      "type": "隐身产品主营与前雇主业绩分开",
      "company": "Bric",
      "scope": "excluded-candidate",
      "summary": "已读2026成立和3人自报，仍无明确AI产品任务或交付；从年份待核转AI主营待核。",
      "evidenceIds": [
        "SR007F1-BRIC-SR",
        "SR007F1-BRIC-HOME"
      ],
      "handling": "不以AI标签/旧ML履历或Slack旧ARR新增公司，当前保留C00；不是确认排除或公司关闭。未运行代码/提交申请，费用、法律主体和产品证据仍缺。"
    },
    {
      "id": "SR007F2-R-DELIVERY",
      "type": "行业AI、评测及云运行交付分开",
      "company": "Colmez、Contxt、Coop、Corlen、Cube Computer",
      "companyIds": [
        "AI116",
        "AI117",
        "AI118",
        "AI119",
        "AI120"
      ],
      "scope": "companies",
      "summary": "五个2026投资方档案及官网/访问范围补核，行业工作流、企业记忆、机器人评测和云运行分别分类；登记与真实付费交付未独立核。",
      "evidenceIds": [
        "SR007F2-COLMEZ-SR",
        "SR007F2-COLMEZ-HOME",
        "SR007F2-COLMEZ-TERMS",
        "SR007F2-CONTXT-SR",
        "SR007F2-CONTXT-HOME",
        "SR007F2-COOP-SR",
        "SR007F2-COOP-HOME",
        "SR007F2-CORLEN-SR",
        "SR007F2-CORLEN-HOME",
        "SR007F2-CORLEN-TERMS",
        "SR007F2-CUBE-SR",
        "SR007F2-CUBE-HOME",
        "SR007F2-CUBE-PRICE",
        "SR007F2-CUBE-TERMS",
        "SR007F2-CUBE-LEGAL"
      ],
      "handling": "Coop只描述固定任务/配置下结果，未测其服务质量或跑机器人；Corlen官网明确AI准备、人工最终审批，条款仅外壳。Cube多品牌/旧订阅和当前按秒预付分开，不能按新品牌重复公司或直接当SaaS MRR。"
    },
    {
      "id": "SR007F2-R-FINANCE",
      "type": "签约ARR、管线、候补、充值与自身收入分开",
      "company": "Colmez、Contxt、Coop、Corlen、Cube Computer",
      "companyIds": [
        "AI116",
        "AI117",
        "AI118",
        "AI119",
        "AI120"
      ],
      "scope": "companies",
      "summary": "新增两条明确排除及两条采用观测：Colmez签约ARR、Coop管线、Contxt试点候补、Cube用户；没有新可比收入。",
      "evidenceIds": [
        "SR007F2-COLMEZ-SR",
        "SR007F2-COLMEZ-TERMS",
        "SR007F2-COOP-SR",
        "SR007F2-CONTXT-SR",
        "SR007F2-CUBE-SR",
        "SR007F2-CUBE-PRICE",
        "SR007F2-CUBE-TERMS",
        "SR007F2-CUBE-LEGAL",
        "SR007F2-CORLEN-HOME"
      ],
      "handling": "需合同履约/取消退款、经常性边界及实际付费、资源使用/存储成本和跨产品净额；等效月价、充值余额、免费额度、贷款本金及前事业融资/用户不作ARR，不因差异或标签直接推造假。"
    },
    {
      "id": "SR007F2-R-COHERENCE",
      "type": "公司新成立与当前AI主营/人工服务边界",
      "company": "Coherence Health",
      "scope": "excluded-candidate",
      "summary": "2026成立自报已有，官网当前是健康指导/检测的三个月项目，AI实际作用与投资方AI医生说法未对齐，转pending-ai。",
      "evidenceIds": [
        "SR007F2-COHERENCE-SR",
        "SR007F2-COHERENCE-HOME",
        "SR007F2-COHERENCE-TERMS"
      ],
      "handling": "不把当前人工指导按AI软件公司收入计，不迁旧公司/前雇主业绩或年底目标。网站说明非医疗服务及需另行协议，套餐/检测/教练成本须拆，未评估疗效、不提供医疗建议或将宣传当验证。"
    },
    {
      "id": "SR007F3-R-DELIVERY",
      "type": "训练环境、数据仓库与垂直应用交付分类",
      "company": "Delightful AI、Embrasure、Fictional、Flip、Galileo Space、Harbor AI",
      "companyIds": [
        "AI121",
        "AI122",
        "AI123",
        "AI124",
        "AI125",
        "AI126"
      ],
      "scope": "companies",
      "summary": "六个独立档案确认2025/2026自报成立；训练环境归基础设施，Embrasure开源连接器与托管仓库候补分开，消费者角色/金融与实体业务各归类。",
      "evidenceIds": [
        "SR007F3-DELIGHTFUL-SR",
        "SR007F3-DELIGHTFUL-HOME",
        "SR007F3-EMBRASURE-SR",
        "SR007F3-EMBRASURE-HOME",
        "SR007F3-EMBRASURE-PRICE",
        "SR007F3-EMBRASURE-TERMS",
        "SR007F3-EMBRASURE-FLOW",
        "SR007F3-EMBRASURE-SECURITY",
        "SR007F3-FICTIONAL-SR",
        "SR007F3-FICTIONAL-HOME",
        "SR007F3-FICTIONAL-TERMS",
        "SR007F3-FLIP-SR",
        "SR007F3-FLIP-HOME",
        "SR007F3-FLIP-TERMS",
        "SR007F3-FLIP-LEGAL",
        "SR007F3-GALILEO-SR",
        "SR007F3-GALILEO-HOME",
        "SR007F3-HARBOR-SR",
        "SR007F3-HARBOR-HOME",
        "SR007F3-HARBOR-TERMS"
      ],
      "handling": "Fictional运营者PurpleSmart与旧Pony沿革缺；Embrasure为Deepslate DBA自述、SOC2进行中，公开Flow beta只到public-artifact，录制基准及用户量非独立效果/客户。未执行外部代码或产品。"
    },
    {
      "id": "SR007F3-R-FINANCE",
      "type": "预计ARR、客户资产与意向合同排除",
      "company": "Delightful AI、Fictional、Flip、Galileo Space",
      "companyIds": [
        "AI121",
        "AI123",
        "AI124",
        "AI125"
      ],
      "scope": "companies",
      "summary": "新增3排除和3采用：预计百万ARR、客户5700万账户金额、开发中125万合同均排除；Fictional用户及Flip用户/候补仅采用，不新增可比收入。",
      "evidenceIds": [
        "SR007F3-DELIGHTFUL-SR",
        "SR007F3-FICTIONAL-SR",
        "SR007F3-FLIP-SR",
        "SR007F3-GALILEO-SR",
        "SR007F3-FLIP-HOME",
        "SR007F3-FLIP-TERMS"
      ],
      "handling": "试用与年预收、促销补贴和净费需拆，不能乘候补/用户/价表估ARR；原$币种与精确日历日缺，不推财务造假概率或提供投资建议。"
    },
    {
      "id": "SR007F3-R-STAGE",
      "type": "未来时间线及运维/资源净额边界",
      "company": "Galileo Space、Harbor AI",
      "companyIds": [
        "AI125",
        "AI126"
      ],
      "scope": "companies",
      "summary": "Galileo未来发射阶段部分标完成，需要核对实物交付；Harbor运维软件与跨供应商算力撮合是不同收费与成本边界。",
      "evidenceIds": [
        "SR007F3-GALILEO-SR",
        "SR007F3-GALILEO-HOME",
        "SR007F3-HARBOR-SR",
        "SR007F3-HARBOR-HOME",
        "SR007F3-HARBOR-TERMS"
      ],
      "handling": "不认已入轨或意向授予；Harbor示例GPU数、效率和报价不当实收，需拆批准权限、软件净费/资源转售与人力。只研究商业，不展开军事设计或实际调度GPU。"
    },
    {
      "id": "SR007F4-R-DELIVERY",
      "type": "推理、安全、保险风险与人工旅行服务分类",
      "company": "Hoid、Kairo、Keythorn、Maestro",
      "companyIds": [
        "AI127",
        "AI128",
        "AI129",
        "AI130"
      ],
      "scope": "companies",
      "summary": "四家2026成立自报关联；Hoid试点协商目标，Kairo年度定制服务含工程师，Keythorn风险评估/保险安排，Maestro人工顾问加AI编排。",
      "evidenceIds": [
        "SR007F4-HOID-SR",
        "SR007F4-HOID-HOME",
        "SR007F4-KAIRO-SR",
        "SR007F4-KAIRO-HOME",
        "SR007F4-KAIRO-PRICE",
        "SR007F4-KAIRO-PRIVACY",
        "SR007F4-KAIRO-TERMS",
        "SR007F4-KEYTHORN-SR",
        "SR007F4-KEYTHORN-HOME",
        "SR007F4-MAESTRO-SR",
        "SR007F4-MAESTRO-AFORE",
        "SR007F4-MAESTRO-HOME",
        "SR007F4-MAESTRO-TERMS"
      ],
      "handling": "Hoid引用行业手调优化非自身成果，Kairo官网跨域通过隐私页对应但精确法人缺；Keythorn候补/后台入口不证牌照或保单。Maestro2025推荐语与2026起点保留，员工不等顾问全体。未运行产品或安全扫描。"
    },
    {
      "id": "SR007F4-R-FINANCE",
      "type": "签约run rate、累计收入与ARR标签并存",
      "company": "Hoid、Kairo、Keythorn、Maestro",
      "companyIds": [
        "AI127",
        "AI128",
        "AI129",
        "AI130"
      ],
      "scope": "companies",
      "summary": "Hoid196K签约run rate排除；Maestro九个月3M累计收入与Afore875K到3.1M ARR作为不同历史披露保留，不相互当验证或按相近金额合并。",
      "evidenceIds": [
        "SR007F4-HOID-SR",
        "SR007F4-KAIRO-HOME",
        "SR007F4-KEYTHORN-SR",
        "SR007F4-KEYTHORN-HOME",
        "SR007F4-MAESTRO-SR",
        "SR007F4-MAESTRO-AFORE",
        "SR007F4-MAESTRO-HOME",
        "SR007F4-MAESTRO-TERMS"
      ],
      "handling": "ARR缺年份/精确业务日、币种及旅行净经常性；会员费/佣金/采购额、积分价值和人工拆分，前事业ARR/客户避免损失/保费总额均不作本公司ARR。第三方投资方页非审计，不据口径差异推造假。"
    },
    {
      "id": "SR007F4-R-KIRA",
      "type": "工业软件控制与AI主营缺项",
      "company": "KIRA",
      "scope": "excluded-candidate",
      "summary": "2026成立自报已读，官网当前工业水处理硬件/软件控制，未明确AI任务，转pending-ai。",
      "evidenceIds": [
        "SR007F4-KIRA-SR",
        "SR007F4-KIRA-HOME"
      ],
      "handling": "不能因服务AI数据中心或有软件定义标签纳AI公司；签约900K ARR/LOI保留证据，不设新公司收入。需核AI实际作用、硬件/服务与净费；只读商业描述。"
    },
    {
      "id": "SR007F4-R-LEONIDAS",
      "type": "AI客户行业与金融机构自身AI分开",
      "company": "Leonidas",
      "scope": "excluded-candidate",
      "summary": "2026成立自报已有，金融机构服务前沿产业，AI只属客户行业，官网early access未明自身AI任务，转pending-ai。",
      "evidenceIds": [
        "SR007F4-LEONIDAS-SR",
        "SR007F4-LEONIDAS-HOME"
      ],
      "handling": "保留候选不新增AI公司；前雇主债务承销、政策市场规模非收入，早期入口不证明牌照/实际银行产品。精确主体、当前AI交付待核，不因名录标签补入。"
    },
    {
      "id": "SR007F5-R-DELIVERY",
      "type": "世界模型应用、实体服务和数据基础设施分类",
      "company": "Mirai、Motherboard Labs、Munari、Nimble、OpenWhispr",
      "companyIds": [
        "AI131",
        "AI132",
        "AI133",
        "AI134",
        "AI135"
      ],
      "scope": "companies",
      "summary": "五家2026自报成立关联；Mirai按房地产应用，Motherboard按设备服务，Munari为机器人数据基础设施，Nimble行业工作流，OpenWhispr为语音知识工作应用。",
      "evidenceIds": [
        "SR007F5-MIRAI-SR",
        "SR007F5-MIRAI-HOME",
        "SR007F5-MIRAI-TERMS",
        "SR007F5-MOTHERBOARD-SR",
        "SR007F5-MOTHERBOARD-HOME",
        "SR007F5-MUNARI-SR",
        "SR007F5-MUNARI-HOME",
        "SR007F5-NIMBLE-SR",
        "SR007F5-NIMBLE-HOME",
        "SR007F5-OPENWHISPR-SR",
        "SR007F5-OPENWHISPR-HOME",
        "SR007F5-OPENWHISPR-PRICE",
        "SR007F5-OPENWHISPR-REPO",
        "SR007F5-OPENWHISPR-TERMS",
        "SR007F5-OPENWHISPR-PRIVACY"
      ],
      "handling": "模型应用层不认自研基础模型；设备维护仍有现场人工、数据评分仍需任务/操作员分层、货代按客户审批配置。OpenWhispr仅公开桌面制品可核，不安装或测性能/隐私，云服务专有且不等全本地。"
    },
    {
      "id": "SR007F5-R-FINANCE",
      "type": "前事业业绩、客户交易与本地免费分母分开",
      "company": "Mirai、Motherboard Labs、Munari、Nimble、OpenWhispr",
      "companyIds": [
        "AI131",
        "AI132",
        "AI133",
        "AI134",
        "AI135"
      ],
      "scope": "companies",
      "summary": "仅新增OpenWhispr120K+ARR标签和日活10000+自述，日期/币种/净经常性仍缺。Munari旧Hedra ARR/StockX GMV、Nimble旧金融产品500万、客户运费与房产成交不迁本公司。",
      "evidenceIds": [
        "SR007F5-MUNARI-SR",
        "SR007F5-NIMBLE-SR",
        "SR007F5-NIMBLE-HOME",
        "SR007F5-MIRAI-TERMS",
        "SR007F5-OPENWHISPR-SR",
        "SR007F5-OPENWHISPR-PRICE",
        "SR007F5-OPENWHISPR-TERMS",
        "SR007F5-OPENWHISPR-PRIVACY"
      ],
      "handling": "年付等效价不当实际月合同；日活和名企员工不等付费分母/企业合同，免费本地/BYOK与自营云/企业控制净费、退款及模型/存储成本需拆。不由金额/口径差异直接判断造假。"
    },
    {
      "id": "SR007F5-R-MECONE",
      "type": "AI交易标的与自身AI主营分开",
      "company": "Mecone",
      "scope": "excluded-candidate",
      "summary": "2026成立自报已读，当前指数许可与未来交易平台业务未明确AI交付，转pending-ai。",
      "evidenceIds": [
        "SR007F5-MECONE-SR",
        "SR007F5-MECONE-HOME",
        "SR007F5-MECONE-VISION"
      ],
      "handling": "预测市场不自动为机器学习；AI-Compute、AI公司估值是资产类别非自己AI主营/收入。市场交易量不迁公司，精确主体、实际AI任务及付费许可待核，不提供金融投资建议。"
    },
    {
      "id": "MODEL1-LOCAL-CLOUD",
      "type": "商业模式初评",
      "company": "免费本地产品＋托管云订阅/企业控制",
      "companyIds": [
        "AI135",
        "AI180"
      ],
      "scope": "companies",
      "summary": "已核事实：OpenWhispr无限本地转写免费、BYOK另向供应商付费，自营云有免费额度和付费订阅，企业控制询价；桌面MIT而云API/网站专有。当前年付等效价和投资方120K+ARR不足证明净贡献、免费转付费或付费留存。 补充：Syzygy本地免费、按token云及原$20 Pro含推理额度，部分模型/运行组件开放，桌面含专有部分，实际付费未知。",
      "evidenceIds": [
        "SR007F5-OPENWHISPR-HOME",
        "SR007F5-OPENWHISPR-PRICE",
        "SR007F5-OPENWHISPR-REPO",
        "SR007F5-OPENWHISPR-TERMS",
        "SR007F5-OPENWHISPR-PRIVACY",
        "SR007F5-OPENWHISPR-SR",
        "SR005F4-SYZYGY-PRODUCT",
        "SR005F4-SYZYGY-TERMS",
        "SR005F4-SYZYGY-SECURITY"
      ],
      "handling": "待验证判断：可用本地免费产品降低试用门槛，再验证客户是否愿为云端便利、同步协作和企业控制付费。我们的试验需分别记录本地/BYOK/自营云采用、转付费、30/90日付费留存、退款后净实收，以及模型/会议音频/存储/同步和支持成本；重点观察无限云套餐的重度账户。免费或日活不能乘标价估ARR，年预收需分摊。隐私价值应按实际处理模式验证，不按开源或本地宣传认所有云功能零数据；只有留存和净贡献支持才扩大。 Syzygy还需验证含额订阅的供应商成本、托管集成/远控及本地免费转付费；开源组件不外推整款app许可。"
    },
    {
      "id": "SR007F6-R-DELIVERY",
      "type": "模型、辅助工具及人工审核/异常处理边界",
      "company": "Orbits、Oruk、Othello、Parca、Phyvant",
      "companyIds": [
        "AI136",
        "AI137",
        "AI138",
        "AI139",
        "AI140"
      ],
      "scope": "companies",
      "summary": "五家2025/2026自报成立关联，Orbits当前免费且变更/电话批准，Othello辅助卖方，Parca专业签审，Phyvant仅M&A瓶颈案例且异常转人。",
      "evidenceIds": [
        "SR007F6-ORBITS-SR",
        "SR007F6-ORBITS-HOME",
        "SR007F6-ORUK-SR",
        "SR007F6-ORUK-HOME",
        "SR007F6-ORUK-PRICE",
        "SR007F6-ORUK-TERMS",
        "SR007F6-ORUK-MODELS",
        "SR007F6-ORUK-SPEKO",
        "SR007F6-OTHELLO-SR",
        "SR007F6-OTHELLO-HOME",
        "SR007F6-OTHELLO-TERMS",
        "SR007F6-OTHELLO-ABOUT",
        "SR007F6-PARCA-SR",
        "SR007F6-PARCA-HOME",
        "SR007F6-PHYVANT-SR",
        "SR007F6-PHYVANT-HOME",
        "SR007F6-PHYVANT-TERMS",
        "SR007F6-PHYVANT-CASE"
      ],
      "handling": "Oruk模型目录和外部英语初步榜单已读，版本/完整方法及独立性待核，不凭排名升级独立验证，训练内280片段自测不作留出验证。Othello2025条款与2026档案、Cicero主体沿革待核，不拆两公司；无人替产品执行。"
    },
    {
      "id": "SR007F6-R-FINANCE",
      "type": "live ARR、签约、管线与服务年化分列",
      "company": "Orbits、Oruk、Othello、Parca、Phyvant",
      "companyIds": [
        "AI136",
        "AI137",
        "AI138",
        "AI139",
        "AI140"
      ],
      "scope": "companies",
      "summary": "Othello600K live ARR、1.2M cARR和25M管线分别记录；Parca500K专业服务年化非ARR，两家房企与Othello30客户仅采用。没有新增同期可比收入。",
      "evidenceIds": [
        "SR007F6-OTHELLO-SR",
        "SR007F6-OTHELLO-TERMS",
        "SR007F6-PARCA-SR",
        "SR007F6-PARCA-HOME",
        "SR007F6-ORBITS-HOME",
        "SR007F6-ORUK-PRICE",
        "SR007F6-ORUK-TERMS",
        "SR007F6-PHYVANT-CASE"
      ],
      "handling": "客户150B收入/16万人、咨询节省与创始人旧收入/退出非厂商财务。需财务日、币种、履约/退款及人工/模型/实施净额。Oruk两类额度与旧积分拆分，Orbits未来新用户订阅未定价，不按免费用户估ARR，不直接推造假。"
    },
    {
      "id": "SR007F6-R-PHOTONSPEAR",
      "type": "国防硬件不自动归AI主营",
      "company": "PhotonSpear",
      "scope": "excluded-candidate",
      "summary": "成立自报2026已有，官网与档案均为硬件/演示器业务，未明确当前AI任务，转pending-ai。",
      "evidenceIds": [
        "SR007F6-PHOTONSPEAR-SR",
        "SR007F6-PHOTONSPEAR-HOME"
      ],
      "handling": "300万美元合同自述不当已实现ARR，未来发射不当已在轨；独立授予/履行、法人/AI任务仍缺，只核业务分类和财务边界，不研究武器设计。"
    },
    {
      "id": "MODEL1-REVIEWED-SERVICES",
      "type": "商业模式初评",
      "company": "AI辅助专业服务＋人工审核交付",
      "companyIds": [
        "AI139"
      ],
      "scope": "companies",
      "summary": "已核事实：Parca自述提供住宅开发前期规划/调查/可行性服务，每份输出由专业人士审核；500K是七周后的年化服务收入，不是已证订阅ARR。官网仅标题，具体收费和资质/实际合同未取得。",
      "evidenceIds": [
        "SR007F6-PARCA-SR",
        "SR007F6-PARCA-HOME"
      ],
      "handling": "待验证判断：可先以边界明确的专业交付物验证客户愿付净费，再测试AI是否减少总交付工时。我们的试验需记录采集/模型/人工审核、返工、责任和客户支持成本、验收与回款周期、重复委托及退款；不得只按生成速度估毛利，也不把年化项目收入当订阅留存。只有专业审核质量、净贡献与重复购买共同支持才扩展。"
    },
    {
      "id": "SR007F7-R-DELIVERY",
      "type": "软件行为测试、内容生成及专业运营交付",
      "company": "Primitive Labs、Reelful、Rhema Health、Rollup、Rumbo、Saru",
      "companyIds": [
        "AI141",
        "AI142",
        "AI143",
        "AI144",
        "AI145",
        "AI146"
      ],
      "scope": "companies",
      "summary": "六家2025/2026成立自报关联，Primitive按软件体验测试、Reelful按内容创作、医疗/货代运营及上下文SDK/客户运营分别分类。",
      "evidenceIds": [
        "SR007F7-PRIMITIVE-SR",
        "SR007F7-PRIMITIVE-HOME",
        "SR007F7-PRIMITIVE-INSTINCT",
        "SR007F7-PRIMITIVE-TERMS",
        "SR007F7-REELFUL-SR",
        "SR007F7-REELFUL-HOME",
        "SR007F7-REELFUL-TERMS",
        "SR007F7-RHEMA-SR",
        "SR007F7-RHEMA-HOME",
        "SR007F7-RHEMA-TERMS",
        "SR007F7-ROLLUP-SR",
        "SR007F7-ROLLUP-HOME",
        "SR007F7-ROLLUP-TERMS",
        "SR007F7-ROLLUP-DATA",
        "SR007F7-RUMBO-SR",
        "SR007F7-RUMBO-HOME",
        "SR007F7-RUMBO-TERMS",
        "SR007F7-SARU-SR",
        "SR007F7-SARU-HOME"
      ],
      "handling": "Primitive Instinct不另拆公司，模拟/投稿非真实效果；Rhema客户须审AI输出和升级异常，SOC2进行中，非医疗有效性验证。Rumbo人工批准后出站，Saru正文未取得；没有外部产品操作或医疗建议。"
    },
    {
      "id": "SR007F7-R-FINANCE",
      "type": "cARR、管线、分销可达与当前免费条款",
      "company": "Rhema Health、Rollup、Rumbo、Reelful",
      "companyIds": [
        "AI142",
        "AI143",
        "AI144",
        "AI145"
      ],
      "scope": "companies",
      "summary": "Rhema500K cARR/3M+管线、Rollup288K cARR及潜在客户10M+MAU排除，8签约客户仅采用；无新增可比收入。Rollup当前免费和Rumbo按操作首页/订阅预付条款尚未与实际订单对齐。",
      "evidenceIds": [
        "SR007F7-RHEMA-SR",
        "SR007F7-RHEMA-TERMS",
        "SR007F7-ROLLUP-SR",
        "SR007F7-ROLLUP-TERMS",
        "SR007F7-RUMBO-HOME",
        "SR007F7-RUMBO-TERMS",
        "SR007F7-REELFUL-HOME",
        "SR007F7-REELFUL-TERMS"
      ],
      "handling": "按具体产品/版本/合同和日期核签约履行、净经常性及取消退款，不能据标签差异直接认造假或把当前免费当历史零收入。Reelful商店/网页抽成、充值积分及生成成本分列；市场接入1万医生不是已付费客户。"
    },
    {
      "id": "SR007F7-R-DATA",
      "type": "端侧原图、衍生数据及模型训练范围",
      "company": "Primitive Labs、Rollup",
      "companyIds": [
        "AI141",
        "AI144"
      ],
      "scope": "companies",
      "summary": "Rollup原图/索引端侧，但query/profile衍生文本传云/模型方，位置格/设备/日志另列；Primitive条款模型训练可退出、既往训练不撤销，第三方模型另有范围。",
      "evidenceIds": [
        "SR007F7-PRIMITIVE-TERMS",
        "SR007F7-ROLLUP-HOME",
        "SR007F7-ROLLUP-TERMS",
        "SR007F7-ROLLUP-DATA"
      ],
      "handling": "照片不离机不能泛化为所有数据全本地，提供方可有30日监测或零保留安排须核；二进制SDK不等完整开源，未审计实现/提交数据。部署边界、数据许可和云推理/支持成本是模式评估前置缺项。"
    },
    {
      "id": "SR007F8-R-DELIVERY",
      "type": "Agent学习、端侧工作流与托管服务交付",
      "company": "SenseLab、Sonder、Sotant、Space、Spun Labs",
      "companyIds": [
        "AI147",
        "AI148",
        "AI149",
        "AI150",
        "AI151"
      ],
      "scope": "companies",
      "summary": "五家2025/2026成立自报关联；Agent学习层、屏幕工作流、供应链托管、云文件系统和创作者卡分别分类，当前实际合同/效果未独立核。",
      "evidenceIds": [
        "SR007F8-SENSE-SR",
        "SR007F8-SENSE-HOME",
        "SR007F8-SENSE-BLOG",
        "SR007F8-SENSE-TERMS",
        "SR007F8-SENSE-DOCS",
        "SR007F8-SENSE-GITHUB",
        "SR007F8-SONDER-SR",
        "SR007F8-SONDER-HOME",
        "SR007F8-SOTANT-SR",
        "SR007F8-SOTANT-HOME",
        "SR007F8-SOTANT-PRICE",
        "SR007F8-SOTANT-SERVICE",
        "SR007F8-SPACE-SR",
        "SR007F8-SPACE-HOME",
        "SR007F8-SPACE-TERMS",
        "SR007F8-SPACE-ABOUT",
        "SR007F8-SPACE-DOCS",
        "SR007F8-SPACE-GITHUB",
        "SR007F8-SPUN-SR",
        "SR007F8-SPUN-HOME"
      ],
      "handling": "Sotant明确managed service，范围批准及重大后果人工审核，按AI员工月费不能当纯软件；Spun候补/试点不证卡发行合同，Sonder官网403。Space前Eden与当前产品沿革待核，未安装/申请服务。"
    },
    {
      "id": "SR007F8-R-FINANCE",
      "type": "旧业务、客户追回款及文件演示不作自身收入",
      "company": "SenseLab、Sonder、Sotant、Space、Spun Labs",
      "companyIds": [
        "AI147",
        "AI148",
        "AI149",
        "AI150",
        "AI151"
      ],
      "scope": "companies",
      "summary": "仅新增SenseLab1000用户采用；Space旧Eden1MARR/演示Q3财务、Sotant客户1000万追回账款/旧Teilur ARR、Spun客户收入及市场规模全部不归厂商收入。",
      "evidenceIds": [
        "SR007F8-SENSE-SR",
        "SR007F8-SENSE-HOME",
        "SR007F8-SOTANT-SR",
        "SR007F8-SOTANT-HOME",
        "SR007F8-SOTANT-PRICE",
        "SR007F8-SPACE-SR",
        "SR007F8-SPACE-HOME",
        "SR007F8-SPUN-SR",
        "SR007F8-SPUN-HOME"
      ],
      "handling": "需订单净费、模型/存储/人工与重度使用、金融资金/坏账/奖励及手续费分账；年付等效不当月合同或已实现MRR，免费分母/企业标志不当付费。官网通用文案/反链差异仅标补证，不能直接推造假。"
    },
    {
      "id": "SR007F8-R-TECH",
      "type": "自托管/SDK说明与实际公开制品边界",
      "company": "SenseLab、Space",
      "companyIds": [
        "AI147",
        "AI150"
      ],
      "scope": "companies",
      "summary": "SenseLab条款/文档自述Apache2，但GitHub反链为台湾实验室；Space文档Go路径GitHub404，均未取得对齐公开代码。",
      "evidenceIds": [
        "SR007F8-SENSE-TERMS",
        "SR007F8-SENSE-DOCS",
        "SR007F8-SENSE-GITHUB",
        "SR007F8-SPACE-DOCS",
        "SR007F8-SPACE-GITHUB"
      ],
      "handling": "保留description，不把声明/安装命令当代码存在或独立效果。正确仓库/许可、模型训练条款与托管授权及Space49场景缓存条件待核；不因错误反链判断产品不存在，不执行安装/代码。"
    },
    {
      "id": "SR007F8-R-SCALEDRIVE",
      "type": "加速器批次不是成立年份",
      "company": "scaledrive.ai",
      "scope": "excluded-candidate",
      "summary": "独立投资方档案明确2024成立，官网当前业务对应，SR007记录转outside-cohort。",
      "evidenceIds": [
        "SR007F8-SCALEDRIVE-SR",
        "SR007F8-SCALEDRIVE-HOME"
      ],
      "handling": "保留原目录和排除证据，不新建2025/2026公司；付费试点/安全宣传与学术旧工作不转成当前财务或技术审计。"
    },
    {
      "id": "SR007F9-R-DELIVERY",
      "type": "研发、基础设施与早期行业软件分开",
      "company": "Sterling、Superintelligence Foundry、Switchfrog、Truli、Valent、Vela Energy、Vene Health、Vound、Zoah、Zorbe",
      "companyIds": [
        "AI152",
        "AI153",
        "AI154",
        "AI155",
        "AI156",
        "AI157",
        "AI158",
        "AI159",
        "AI160",
        "AI161"
      ],
      "scope": "companies",
      "summary": "十个成立年自报关联：世界模型研发、企业模型定制、Agent基础设施、可视化编程和制造/电力/健康/消费品软件。",
      "handling": "Vound细节稀疏、Foundry维护页/公告未读、Zorbe领先口号均不升技术验证；Zoah Operators未发布，模型定制归设施不凭标签归通用模型。",
      "evidenceIds": [
        "SR007F9-STERLING-SR",
        "SR007F9-STERLING-HOME",
        "SR007F9-SUPERINTELLIGENCEFOUNDRY-SR",
        "SR007F9-SUPERINTELLIGENCEFOUNDRY-HOME",
        "SR007F9-SWITCHFROG-SR",
        "SR007F9-SWITCHFROG-HOME",
        "SR007F9-TRULI-SR",
        "SR007F9-TRULI-HOME",
        "SR007F9-VALENT-SR",
        "SR007F9-VALENT-HOME",
        "SR007F9-VELAENERGY-SR",
        "SR007F9-VELAENERGY-HOME",
        "SR007F9-VENEHEALTH-SR",
        "SR007F9-VENEHEALTH-HOME",
        "SR007F9-VOUND-SR",
        "SR007F9-VOUND-HOME",
        "SR007F9-ZOAH-SR",
        "SR007F9-ZOAH-HOME",
        "SR007F9-ZORBE-SR",
        "SR007F9-ZORBE-HOME"
      ]
    },
    {
      "id": "SR007F9-R-FINANCE",
      "type": "年合同、年化、管线及融资分别保留",
      "company": "Sterling、Truli、Valent、Vela Energy、Vene Health",
      "companyIds": [
        "AI152",
        "AI155",
        "AI156",
        "AI157",
        "AI158"
      ],
      "scope": "companies",
      "summary": "Sterling234K年合同ARR与300K预计转化分列；Valent180K年化收入非ARR；Vene1.5M签约ARR/8M管线分列；Vela1.3M融资非营业收入。",
      "handling": "本轮不新增已实现ARR或平台MRR样本，不补币种/财务日；家庭/品牌/部署只作采用，界面交易/预算、旧医疗用品平台金额及Bridgewater资产/旧融资不迁本公司。",
      "evidenceIds": [
        "SR007F9-STERLING-SR",
        "SR007F9-STERLING-HOME",
        "SR007F9-TRULI-HOME",
        "SR007F9-VALENT-SR",
        "SR007F9-VELAENERGY-SR",
        "SR007F9-VENEHEALTH-SR",
        "SR007F9-VENE-AFORE"
      ]
    },
    {
      "id": "SR007F9-R-CONTRACT",
      "type": "未填主体、模板残留及收费分母缺项",
      "company": "Sterling、Truli、Valent、Zoah",
      "companyIds": [
        "AI152",
        "AI155",
        "AI156",
        "AI160"
      ],
      "scope": "companies",
      "summary": "Sterling网站条款法人等未填、产品另约；Zoah称Zoah Inc.但部分写OPACITY；Valent网站条款不含平台合同。",
      "handling": "以上仅补证事项，不推造假/主体不存在；Truli产品数年约/扫描单次、Zoah席位/成本额度/充值/市场佣金要拆，价表读取失败不填价格。",
      "evidenceIds": [
        "SR007F9-STERLING-TERMS",
        "SR007F9-TRULI-TERMS",
        "SR007F9-VALENT-TERMS",
        "SR007F9-ZOAH-TERMS"
      ]
    },
    {
      "id": "SR007F9-R-REVIEW",
      "type": "专业审核、数据授权及机构赞助范围",
      "company": "Truli、Vela Energy、Vene Health",
      "companyIds": [
        "AI155",
        "AI157",
        "AI158"
      ],
      "scope": "companies",
      "summary": "Truli保留专业合规审核、Vela工程输出需专业复核、Vene限定患者许可和非临床协调；健康个人与组织赞助范围分开。",
      "handling": "净费需剔除采购/保费/客户收益，比较模型、电话/转录、专家复核、连接器/实施成本；无音频存储不代表无健康文本留存，合规宣传不代独立验证。不申请产品/金融医疗服务。",
      "evidenceIds": [
        "SR007F9-TRULI-TERMS",
        "SR007F9-VELA-TERMS",
        "SR007F9-VENE-TERMS",
        "SR007F9-VENEHEALTH-HOME"
      ]
    },
    {
      "id": "SR007F9-R-COVERAGE",
      "type": "SR007有限名单分区与档案读取范围",
      "company": "SR007公开名单",
      "scope": "dataset",
      "summary": "79个唯一位置分为71关联、Alven1年份/主体冲突、6AI主营待核及scaledrive1超年。",
      "handling": "本系列已补读62独立档案，另17复用位置保留既有公司证据、尚未在本系列重读；不把源所有批次或两年全量标完成。",
      "evidenceIds": [
        "SR007F9-STERLING-SR",
        "SR007F9-SUPERINTELLIGENCEFOUNDRY-SR",
        "SR007F9-SWITCHFROG-SR",
        "SR007F9-TRULI-SR",
        "SR007F9-VALENT-SR",
        "SR007F9-VELAENERGY-SR",
        "SR007F9-VENEHEALTH-SR",
        "SR007F9-VOUND-SR",
        "SR007F9-ZOAH-SR",
        "SR007F9-ZORBE-SR"
      ]
    },
    {
      "id": "SR007F10-R-COVERAGE",
      "type": "SR007全部79档案读取与有限覆盖",
      "company": "SR007公开名单",
      "scope": "dataset",
      "summary": "原62个补读＋本轮17复用重读；71关联、Alven1冲突、6AI主营待核、scaledrive1超年，未新增公司或重复经营观测。",
      "handling": "所有档案可读不等成立/财务真实、技术有效或全源完成；下一步处理七项未决、其他批次公开边界和各公司合同/财务缺项。",
      "evidenceIds": [
        "SR007F10-P-AI067",
        "SR007F10-P-AI057",
        "SR007F10-P-AI093",
        "SR007F10-P-TC-BOUNTY",
        "SR007F10-P-AI064",
        "SR007F10-P-AI065",
        "SR007F10-P-AI089",
        "SR007F10-P-AI100",
        "SR007F10-P-AI092",
        "SR007F10-P-AI069",
        "SR007F10-P-AI090",
        "SR007F10-P-AI043",
        "SR007F10-P-AI097",
        "SR007F10-P-AI088",
        "SR007F10-P-AI095",
        "SR007F10-P-AI063",
        "SR007F10-P-AI094"
      ]
    },
    {
      "id": "SR007F10-R-IDENTITY",
      "type": "品牌/法人与多产品交付边界",
      "company": "Alia、Proper Motion、Infragrid",
      "companyIds": [
        "AI057",
        "AI063",
        "AI069"
      ],
      "scope": "companies",
      "summary": "Alia为Prosieve DBA、Proper Motion条款为GAIA REAL ESTATE AI INC. DBA/含Virgo；Infragrid条款Runbooks与首页实验室数据不同。",
      "handling": "法人名称不直接决定当前行业/成立年，独立登记与沿革、产品范围/时点需核；Proper条款司法辖区占位只补证，不能据此判断造假。",
      "evidenceIds": [
        "SR007F10-ALIA-TERMS",
        "SR007F10-PROPER-TERMS",
        "SR007F10-INFRAGRID-HOME",
        "SR007F10-INFRAGRID-TERMS"
      ]
    },
    {
      "id": "SR007F10-R-RECLASSIFY",
      "type": "模型托管与数据设施按当前交付归类",
      "company": "Abliteration.ai、Infragrid",
      "companyIds": [
        "AI067",
        "AI069"
      ],
      "scope": "companies",
      "summary": "Abliteration原C01按托管衍生模型API/策略网关改C02；Infragrid按当前首页数据/环境/评测暂归C02，旧C05业务资料不删。",
      "handling": "旧Infragrid302K ARR只能对应原证据产品时点，不作当前数据业务同期均值；Abliteration标题ARR/正文run rate继续未解决，不重复观测，不把当前USD费表补历史币种。",
      "evidenceIds": [
        "SR007F10-ABLITERATION-HOME",
        "SR007F10-ABLITERATION-PRICE",
        "SR007F10-INFRAGRID-HOME",
        "SR007F10-INFRAGRID-TERMS"
      ]
    },
    {
      "id": "SR007F10-R-FINANCE",
      "type": "复用档案收入与客户/旧事业指标不重复",
      "company": "Abliteration.ai、Alia、Athena（athena.lawyer）、Bounty、Cluster、Codos、Cybernetic Physics、DRS、Elu、Infragrid、Lazyweb、Nexor AI、OneGC、Ontem、PreMan、Proper Motion、Tenera",
      "companyIds": [
        "AI067",
        "AI057",
        "AI093",
        "TC-BOUNTY",
        "AI064",
        "AI065",
        "AI089",
        "AI100",
        "AI092",
        "AI069",
        "AI090",
        "AI043",
        "AI097",
        "AI088",
        "AI095",
        "AI063",
        "AI094"
      ],
      "scope": "companies",
      "summary": "17个独立档案成立/人数与原记录一致，已有ARR/年化/签约/试点/管线继续原口径；OneGC试点覆盖、Abliteration标题正文及Elu无绝对金额仍未解决。",
      "handling": "不以重读重复导入里程碑，不把旧事业、客户订单/交易/资产或模型基准当自身财务；Codos/Proper工程服务、Abliteration月额度/预付和Cluster数据/外联成本须拆，未新增可比ARR/MRR。",
      "evidenceIds": [
        "SR007F10-P-AI067",
        "SR007F10-P-AI057",
        "SR007F10-P-AI093",
        "SR007F10-P-TC-BOUNTY",
        "SR007F10-P-AI064",
        "SR007F10-P-AI065",
        "SR007F10-P-AI089",
        "SR007F10-P-AI100",
        "SR007F10-P-AI092",
        "SR007F10-P-AI069",
        "SR007F10-P-AI090",
        "SR007F10-P-AI043",
        "SR007F10-P-AI097",
        "SR007F10-P-AI088",
        "SR007F10-P-AI095",
        "SR007F10-P-AI063",
        "SR007F10-P-AI094",
        "SR007F10-CODOS-HOME",
        "SR007F10-PROPER-HOME",
        "SR007F10-CLUSTER-TERMS",
        "SR007F10-ABLITERATION-PRICE"
      ]
    },
    {
      "id": "MODEL1-EMBEDDED-LEARNING",
      "type": "商业模式初评",
      "company": "企业试点＋嵌入式工程与持续学习合作",
      "companyIds": [
        "AI065",
        "AI063",
        "AI176"
      ],
      "scope": "companies",
      "summary": "已核事实：Codos以30日试点后月合作交付公司上下文/流程自动化，明确FDE；Proper Motion在客户代码库及基础设施嵌入工程团队，客户拥有学习stack。两者有投资方ARR自述，但工程/模型/持续维护净贡献缺底表。 补充：Kanu驻场FDE/部署策略及客户接管为公开交付模式，网站条款明确实际商业权责由客户合同另定，报价/经常费未核。",
      "handling": "待验证判断：可先卖边界明确、可验收的企业试点，再评估能否复用连接器/上下文和学习闭环转为持续收费。我们的试验需分记诊断/接入/工程师与专家工时、模型/观测/数据授权、重试返工、维护升级、验收/回款、试点转持续合同及30/90日留存。必须同时看每客户工时下降、退款后净实收和毛利；客户拥有stack可能降低长期锁定，持续付款需靠可量化维护/改进价值。月合作不当纯软件倍数，不把客户节省等同自身收入。",
      "evidenceIds": [
        "SR007F10-CODOS-HOME",
        "SR007F10-PROPER-HOME",
        "SR007F10-PROPER-TERMS",
        "SR007F10-P-AI065",
        "SR007F10-P-AI063",
        "SR005F4-KANU-DEPLOY",
        "SR005F4-KANU-TERMS"
      ]
    },
    {
      "id": "SRALL1-R-BOUNDARY",
      "type": "公开匿名目录与页面默认批次边界",
      "company": "a16z Speedrun七个公开批次",
      "scope": "dataset",
      "summary": "公开前端匿名GET筛选取得SR001–SR007各25/25/32/42/59/59/79，共321个唯一公司ID/slug；各页count=返回数且next/previous空。普通页面参数仍默认SR007，不能据其判断其他批次不可读。",
      "evidenceIds": [
        "SRALL1-FRONTEND",
        "SRALL1-EXPORT-BOUNDARY",
        "SRALL1-SR001-ROSTER",
        "SRALL1-SR002-ROSTER",
        "SRALL1-SR003-ROSTER",
        "SRALL1-SR004-ROSTER",
        "SRALL1-SR005-ROSTER",
        "SRALL1-SR006-ROSTER",
        "SRALL1-SR007-ROSTER"
      ],
      "handling": "保留原SR007 HTML审计，与新匿名响应slug集合交叉核对；新增六批242位置，尚未独立读完，不补年份/AI属性。未登录/请求介绍/导出，不执行前端代码或访问个人资料接口。"
    },
    {
      "id": "SRALL1-R-IDENTITY",
      "type": "跨批次同名与已有公司按档案URL去重",
      "company": "SR001–SR006候选",
      "scope": "dataset",
      "summary": "六个新批次242位置按相同原始档案URL复用10家公司（9为2025/2026、Rork2024范围外），六项旧成立排除，其余226项成立/AI主营待核。",
      "evidenceIds": [
        "SRALL1-SR001-ROSTER",
        "SRALL1-SR002-ROSTER",
        "SRALL1-SR003-ROSTER",
        "SRALL1-SR004-ROSTER",
        "SRALL1-SR005-ROSTER",
        "SRALL1-SR006-ROSTER"
      ],
      "handling": "同名Variant在SR005/variant和SR006/variant-now为不同档案，未按名字合并；近名/同品牌也需官网/法人链。复用不新建公司/财务，不把旧批次全部推旧年份或非AI。"
    },
    {
      "id": "SRALL1-R-OUTSIDE",
      "type": "公开批次不能替代成立年份",
      "company": "Runware、Sloyd、Hedra、FLORA、Intangible、Agent Astra",
      "scope": "excluded-candidate",
      "summary": "独立档案分别自报2023/2023/2023/2024/2024/2022成立，六项超2025/2026边界，保留证据而不新建公司。",
      "evidenceIds": [
        "SRALL1-P-RUNWARE",
        "SRALL1-P-SLOYD",
        "SRALL1-P-HEDRA",
        "SRALL1-P-FLORA",
        "SRALL1-P-INTANGIBLE",
        "SRALL1-P-AGENT-ASTRA"
      ],
      "handling": "AI媒体/3D/算力或货代当前产品不改变旧成立年；采用量、旧履历ARR、融资、竞品价格和目标利润不计本样本财务，独立登记和技术效果未核。"
    },
    {
      "id": "SRPRO1-R-PROFILE-AUDIT",
      "type": "226公开档案成立字段逐项读取",
      "company": "SR001–SR006逐项档案",
      "scope": "dataset",
      "summary": "全部226档案普通HTTP200，slug与候选对应；83项自报2025、5项2026，其余138项自报2018–2024。六项补官网关联，余82项转AI主营/主体待核。",
      "handling": "成立/人数与业务说明读取不是独立登记或财务全审，88两年字段不自动全部认AI公司；10个已有复用保留历史证据未冒充本轮重读。不将履历、市场、客户/管线和未逐条财务审核的数字自动导入。",
      "evidenceIds": [
        "SRPRO1-P-SR001R-C01",
        "SRPRO1-P-SR001R-C02",
        "SRPRO1-P-SR001R-C03",
        "SRPRO1-P-SR001R-C04",
        "SRPRO1-P-SR001R-C05",
        "SRPRO1-P-SR001R-C06",
        "SRPRO1-P-SR001R-C07",
        "SRPRO1-P-SR001R-C08",
        "SRPRO1-P-SR001R-C09",
        "SRPRO1-P-SR001R-C10",
        "SRPRO1-P-SR001R-C11",
        "SRPRO1-P-SR001R-C12",
        "SRPRO1-P-SR001R-C13",
        "SRPRO1-P-SR001R-C16",
        "SRPRO1-P-SR001R-C17",
        "SRPRO1-P-SR001R-C18",
        "SRPRO1-P-SR001R-C19",
        "SRPRO1-P-SR001R-C20",
        "SRPRO1-P-SR001R-C21",
        "SRPRO1-P-SR001R-C22",
        "SRPRO1-P-SR001R-C23",
        "SRPRO1-P-SR001R-C24",
        "SRPRO1-P-SR001R-C25",
        "SRPRO1-P-SR002R-C01",
        "SRPRO1-P-SR002R-C02",
        "SRPRO1-P-SR002R-C03",
        "SRPRO1-P-SR002R-C04",
        "SRPRO1-P-SR002R-C05",
        "SRPRO1-P-SR002R-C06",
        "SRPRO1-P-SR002R-C07",
        "SRPRO1-P-SR002R-C08",
        "SRPRO1-P-SR002R-C09",
        "SRPRO1-P-SR002R-C10",
        "SRPRO1-P-SR002R-C12",
        "SRPRO1-P-SR002R-C13",
        "SRPRO1-P-SR002R-C14",
        "SRPRO1-P-SR002R-C15",
        "SRPRO1-P-SR002R-C16",
        "SRPRO1-P-SR002R-C17",
        "SRPRO1-P-SR002R-C18",
        "SRPRO1-P-SR002R-C19",
        "SRPRO1-P-SR002R-C20",
        "SRPRO1-P-SR002R-C21",
        "SRPRO1-P-SR002R-C22",
        "SRPRO1-P-SR002R-C23",
        "SRPRO1-P-SR002R-C24",
        "SRPRO1-P-SR002R-C25",
        "SRPRO1-P-SR003R-C01",
        "SRPRO1-P-SR003R-C02",
        "SRPRO1-P-SR003R-C03",
        "SRPRO1-P-SR003R-C04",
        "SRPRO1-P-SR003R-C05",
        "SRPRO1-P-SR003R-C06",
        "SRPRO1-P-SR003R-C07",
        "SRPRO1-P-SR003R-C08",
        "SRPRO1-P-SR003R-C09",
        "SRPRO1-P-SR003R-C10",
        "SRPRO1-P-SR003R-C11",
        "SRPRO1-P-SR003R-C12",
        "SRPRO1-P-SR003R-C13",
        "SRPRO1-P-SR003R-C14",
        "SRPRO1-P-SR003R-C15",
        "SRPRO1-P-SR003R-C16",
        "SRPRO1-P-SR003R-C17",
        "SRPRO1-P-SR003R-C18",
        "SRPRO1-P-SR003R-C19",
        "SRPRO1-P-SR003R-C20",
        "SRPRO1-P-SR003R-C21",
        "SRPRO1-P-SR003R-C22",
        "SRPRO1-P-SR003R-C23",
        "SRPRO1-P-SR003R-C24",
        "SRPRO1-P-SR003R-C25",
        "SRPRO1-P-SR003R-C26",
        "SRPRO1-P-SR003R-C27",
        "SRPRO1-P-SR003R-C28",
        "SRPRO1-P-SR003R-C29",
        "SRPRO1-P-SR003R-C30",
        "SRPRO1-P-SR003R-C31",
        "SRPRO1-P-SR003R-C32",
        "SRPRO1-P-SR004R-C01",
        "SRPRO1-P-SR004R-C02",
        "SRPRO1-P-SR004R-C03",
        "SRPRO1-P-SR004R-C04",
        "SRPRO1-P-SR004R-C05",
        "SRPRO1-P-SR004R-C06",
        "SRPRO1-P-SR004R-C07",
        "SRPRO1-P-SR004R-C08",
        "SRPRO1-P-SR004R-C09",
        "SRPRO1-P-SR004R-C10",
        "SRPRO1-P-SR004R-C11",
        "SRPRO1-P-SR004R-C12",
        "SRPRO1-P-SR004R-C13",
        "SRPRO1-P-SR004R-C14",
        "SRPRO1-P-SR004R-C15",
        "SRPRO1-P-SR004R-C17",
        "SRPRO1-P-SR004R-C18",
        "SRPRO1-P-SR004R-C19",
        "SRPRO1-P-SR004R-C20",
        "SRPRO1-P-SR004R-C22",
        "SRPRO1-P-SR004R-C23",
        "SRPRO1-P-SR004R-C24",
        "SRPRO1-P-SR004R-C25",
        "SRPRO1-P-SR004R-C26",
        "SRPRO1-P-SR004R-C27",
        "SRPRO1-P-SR004R-C28",
        "SRPRO1-P-SR004R-C29",
        "SRPRO1-P-SR004R-C30",
        "SRPRO1-P-SR004R-C31",
        "SRPRO1-P-SR004R-C32",
        "SRPRO1-P-SR004R-C33",
        "SRPRO1-P-SR004R-C34",
        "SRPRO1-P-SR004R-C35",
        "SRPRO1-P-SR004R-C36",
        "SRPRO1-P-SR004R-C37",
        "SRPRO1-P-SR004R-C38",
        "SRPRO1-P-SR004R-C39",
        "SRPRO1-P-SR004R-C40",
        "SRPRO1-P-SR004R-C41",
        "SRPRO1-P-SR004R-C42",
        "SRPRO1-P-SR005R-C02",
        "SRPRO1-P-SR005R-C03",
        "SRPRO1-P-SR005R-C04",
        "SRPRO1-P-SR005R-C05",
        "SRPRO1-P-SR005R-C06",
        "SRPRO1-P-SR005R-C07",
        "SRPRO1-P-SR005R-C08",
        "SRPRO1-P-SR005R-C09",
        "SRPRO1-P-SR005R-C10",
        "SRPRO1-P-SR005R-C11",
        "SRPRO1-P-SR005R-C12",
        "SRPRO1-P-SR005R-C13",
        "SRPRO1-P-SR005R-C14",
        "SRPRO1-P-SR005R-C15",
        "SRPRO1-P-SR005R-C16",
        "SRPRO1-P-SR005R-C17",
        "SRPRO1-P-SR005R-C18",
        "SRPRO1-P-SR005R-C19",
        "SRPRO1-P-SR005R-C20",
        "SRPRO1-P-SR005R-C21",
        "SRPRO1-P-SR005R-C22",
        "SRPRO1-P-SR005R-C24",
        "SRPRO1-P-SR005R-C25",
        "SRPRO1-P-SR005R-C26",
        "SRPRO1-P-SR005R-C27",
        "SRPRO1-P-SR005R-C28",
        "SRPRO1-P-SR005R-C29",
        "SRPRO1-P-SR005R-C30",
        "SRPRO1-P-SR005R-C31",
        "SRPRO1-P-SR005R-C32",
        "SRPRO1-P-SR005R-C33",
        "SRPRO1-P-SR005R-C34",
        "SRPRO1-P-SR005R-C35",
        "SRPRO1-P-SR005R-C36",
        "SRPRO1-P-SR005R-C37",
        "SRPRO1-P-SR005R-C38",
        "SRPRO1-P-SR005R-C39",
        "SRPRO1-P-SR005R-C40",
        "SRPRO1-P-SR005R-C41",
        "SRPRO1-P-SR005R-C42",
        "SRPRO1-P-SR005R-C43",
        "SRPRO1-P-SR005R-C44",
        "SRPRO1-P-SR005R-C46",
        "SRPRO1-P-SR005R-C47",
        "SRPRO1-P-SR005R-C48",
        "SRPRO1-P-SR005R-C49",
        "SRPRO1-P-SR005R-C50",
        "SRPRO1-P-SR005R-C51",
        "SRPRO1-P-SR005R-C52",
        "SRPRO1-P-SR005R-C53",
        "SRPRO1-P-SR005R-C54",
        "SRPRO1-P-SR005R-C55",
        "SRPRO1-P-SR005R-C56",
        "SRPRO1-P-SR005R-C57",
        "SRPRO1-P-SR005R-C58",
        "SRPRO1-P-SR005R-C59",
        "SRPRO1-P-SR006R-C01",
        "SRPRO1-P-SR006R-C02",
        "SRPRO1-P-SR006R-C03",
        "SRPRO1-P-SR006R-C04",
        "SRPRO1-P-SR006R-C05",
        "SRPRO1-P-SR006R-C06",
        "SRPRO1-P-SR006R-C07",
        "SRPRO1-P-SR006R-C08",
        "SRPRO1-P-SR006R-C09",
        "SRPRO1-P-SR006R-C11",
        "SRPRO1-P-SR006R-C13",
        "SRPRO1-P-SR006R-C14",
        "SRPRO1-P-SR006R-C15",
        "SRPRO1-P-SR006R-C16",
        "SRPRO1-P-SR006R-C17",
        "SRPRO1-P-SR006R-C18",
        "SRPRO1-P-SR006R-C20",
        "SRPRO1-P-SR006R-C22",
        "SRPRO1-P-SR006R-C23",
        "SRPRO1-P-SR006R-C25",
        "SRPRO1-P-SR006R-C26",
        "SRPRO1-P-SR006R-C27",
        "SRPRO1-P-SR006R-C28",
        "SRPRO1-P-SR006R-C29",
        "SRPRO1-P-SR006R-C30",
        "SRPRO1-P-SR006R-C32",
        "SRPRO1-P-SR006R-C33",
        "SRPRO1-P-SR006R-C34",
        "SRPRO1-P-SR006R-C35",
        "SRPRO1-P-SR006R-C36",
        "SRPRO1-P-SR006R-C37",
        "SRPRO1-P-SR006R-C38",
        "SRPRO1-P-SR006R-C39",
        "SRPRO1-P-SR006R-C41",
        "SRPRO1-P-SR006R-C42",
        "SRPRO1-P-SR006R-C43",
        "SRPRO1-P-SR006R-C44",
        "SRPRO1-P-SR006R-C45",
        "SRPRO1-P-SR006R-C46",
        "SRPRO1-P-SR006R-C47",
        "SRPRO1-P-SR006R-C48",
        "SRPRO1-P-SR006R-C49",
        "SRPRO1-P-SR006R-C50",
        "SRPRO1-P-SR006R-C51",
        "SRPRO1-P-SR006R-C52",
        "SRPRO1-P-SR006R-C53",
        "SRPRO1-P-SR006R-C54",
        "SRPRO1-P-SR006R-C55",
        "SRPRO1-P-SR006R-C57",
        "SRPRO1-P-SR006R-C58",
        "SRPRO1-P-SR006R-C59"
      ]
    },
    {
      "id": "SRPRO1-R-OLD-YEARS",
      "type": "138个明确旧年档案排除新成立样本",
      "company": "SR001–SR006逐项档案",
      "scope": "excluded-candidate",
      "summary": "逐个原始档案Founded2018–2024，保留候选与证据而不新增两年公司；覆盖2018一项、2019五项、2020一项、2021七项、2022十七项、2023三十七项、2024七十项。",
      "handling": "只按明确字段排除，不据SR001/SR002等批次一概推年份；旧公司AI发布、品牌换名/转向与新主体需另核。旧年产品可能有商业参考价值，但不混入新成立ARR。",
      "evidenceIds": [
        "SRPRO1-P-SR001R-C01",
        "SRPRO1-P-SR001R-C02",
        "SRPRO1-P-SR001R-C03",
        "SRPRO1-P-SR001R-C04",
        "SRPRO1-P-SR001R-C05",
        "SRPRO1-P-SR001R-C06",
        "SRPRO1-P-SR001R-C07",
        "SRPRO1-P-SR001R-C08",
        "SRPRO1-P-SR001R-C09",
        "SRPRO1-P-SR001R-C10",
        "SRPRO1-P-SR001R-C11",
        "SRPRO1-P-SR001R-C12",
        "SRPRO1-P-SR001R-C13",
        "SRPRO1-P-SR001R-C16",
        "SRPRO1-P-SR001R-C17",
        "SRPRO1-P-SR001R-C18",
        "SRPRO1-P-SR001R-C19",
        "SRPRO1-P-SR001R-C20",
        "SRPRO1-P-SR001R-C21",
        "SRPRO1-P-SR001R-C22",
        "SRPRO1-P-SR001R-C23",
        "SRPRO1-P-SR001R-C24",
        "SRPRO1-P-SR001R-C25",
        "SRPRO1-P-SR002R-C01",
        "SRPRO1-P-SR002R-C02",
        "SRPRO1-P-SR002R-C03",
        "SRPRO1-P-SR002R-C04",
        "SRPRO1-P-SR002R-C05",
        "SRPRO1-P-SR002R-C06",
        "SRPRO1-P-SR002R-C07",
        "SRPRO1-P-SR002R-C08",
        "SRPRO1-P-SR002R-C09",
        "SRPRO1-P-SR002R-C10",
        "SRPRO1-P-SR002R-C12",
        "SRPRO1-P-SR002R-C13",
        "SRPRO1-P-SR002R-C14",
        "SRPRO1-P-SR002R-C15",
        "SRPRO1-P-SR002R-C16",
        "SRPRO1-P-SR002R-C17",
        "SRPRO1-P-SR002R-C18",
        "SRPRO1-P-SR002R-C19",
        "SRPRO1-P-SR002R-C20",
        "SRPRO1-P-SR002R-C21",
        "SRPRO1-P-SR002R-C22",
        "SRPRO1-P-SR002R-C23",
        "SRPRO1-P-SR002R-C24",
        "SRPRO1-P-SR002R-C25",
        "SRPRO1-P-SR003R-C01",
        "SRPRO1-P-SR003R-C02",
        "SRPRO1-P-SR003R-C03",
        "SRPRO1-P-SR003R-C04",
        "SRPRO1-P-SR003R-C05",
        "SRPRO1-P-SR003R-C06",
        "SRPRO1-P-SR003R-C07",
        "SRPRO1-P-SR003R-C08",
        "SRPRO1-P-SR003R-C09",
        "SRPRO1-P-SR003R-C10",
        "SRPRO1-P-SR003R-C11",
        "SRPRO1-P-SR003R-C12",
        "SRPRO1-P-SR003R-C13",
        "SRPRO1-P-SR003R-C14",
        "SRPRO1-P-SR003R-C15",
        "SRPRO1-P-SR003R-C16",
        "SRPRO1-P-SR003R-C17",
        "SRPRO1-P-SR003R-C18",
        "SRPRO1-P-SR003R-C19",
        "SRPRO1-P-SR003R-C20",
        "SRPRO1-P-SR003R-C21",
        "SRPRO1-P-SR003R-C22",
        "SRPRO1-P-SR003R-C23",
        "SRPRO1-P-SR003R-C24",
        "SRPRO1-P-SR003R-C25",
        "SRPRO1-P-SR003R-C26",
        "SRPRO1-P-SR003R-C27",
        "SRPRO1-P-SR003R-C28",
        "SRPRO1-P-SR003R-C29",
        "SRPRO1-P-SR003R-C30",
        "SRPRO1-P-SR003R-C31",
        "SRPRO1-P-SR003R-C32",
        "SRPRO1-P-SR004R-C01",
        "SRPRO1-P-SR004R-C02",
        "SRPRO1-P-SR004R-C03",
        "SRPRO1-P-SR004R-C04",
        "SRPRO1-P-SR004R-C05",
        "SRPRO1-P-SR004R-C06",
        "SRPRO1-P-SR004R-C07",
        "SRPRO1-P-SR004R-C09",
        "SRPRO1-P-SR004R-C10",
        "SRPRO1-P-SR004R-C12",
        "SRPRO1-P-SR004R-C13",
        "SRPRO1-P-SR004R-C14",
        "SRPRO1-P-SR004R-C17",
        "SRPRO1-P-SR004R-C18",
        "SRPRO1-P-SR004R-C19",
        "SRPRO1-P-SR004R-C22",
        "SRPRO1-P-SR004R-C23",
        "SRPRO1-P-SR004R-C24",
        "SRPRO1-P-SR004R-C26",
        "SRPRO1-P-SR004R-C27",
        "SRPRO1-P-SR004R-C28",
        "SRPRO1-P-SR004R-C29",
        "SRPRO1-P-SR004R-C30",
        "SRPRO1-P-SR004R-C31",
        "SRPRO1-P-SR004R-C32",
        "SRPRO1-P-SR004R-C33",
        "SRPRO1-P-SR004R-C35",
        "SRPRO1-P-SR004R-C36",
        "SRPRO1-P-SR004R-C37",
        "SRPRO1-P-SR004R-C38",
        "SRPRO1-P-SR004R-C39",
        "SRPRO1-P-SR004R-C40",
        "SRPRO1-P-SR004R-C41",
        "SRPRO1-P-SR004R-C42",
        "SRPRO1-P-SR005R-C05",
        "SRPRO1-P-SR005R-C07",
        "SRPRO1-P-SR005R-C10",
        "SRPRO1-P-SR005R-C14",
        "SRPRO1-P-SR005R-C15",
        "SRPRO1-P-SR005R-C21",
        "SRPRO1-P-SR005R-C25",
        "SRPRO1-P-SR005R-C29",
        "SRPRO1-P-SR005R-C32",
        "SRPRO1-P-SR005R-C36",
        "SRPRO1-P-SR005R-C37",
        "SRPRO1-P-SR005R-C38",
        "SRPRO1-P-SR005R-C39",
        "SRPRO1-P-SR005R-C46",
        "SRPRO1-P-SR005R-C47",
        "SRPRO1-P-SR005R-C53",
        "SRPRO1-P-SR005R-C54",
        "SRPRO1-P-SR005R-C57",
        "SRPRO1-P-SR005R-C58",
        "SRPRO1-P-SR005R-C59",
        "SRPRO1-P-SR006R-C05",
        "SRPRO1-P-SR006R-C26",
        "SRPRO1-P-SR006R-C32",
        "SRPRO1-P-SR006R-C39",
        "SRPRO1-P-SR006R-C47"
      ]
    },
    {
      "id": "SRPRO1-R-DELIVERY",
      "type": "六家当前任务、收费与研发/演示边界",
      "company": "Ambiguous、Anchr、AndThen、Arise、Avenir、Bead",
      "scope": "companies",
      "companyIds": [
        "AI162",
        "AI163",
        "AI164",
        "AI165",
        "AI166",
        "AI167"
      ],
      "summary": "协作办公、分销工作流、音频娱乐、GPU云、福利分析和内审分别分类；1GW是Arise未来目标，控制台明确样例；AndThen创作工具未来、Bead公开条款免费评估。",
      "handling": "不把免费/试用/虚拟容量/市场规模、客户节省/发票或媒体标题当ARR；Anchr条款仅简短网站说明、Avenir正文稀疏均保留合同缺项。",
      "evidenceIds": [
        "SRPRO1-AMBIGUOUS-HOME",
        "SRPRO1-ANCHR-HOME",
        "SRPRO1-ANCHR-TERMS",
        "SRPRO1-ANDTHEN-HOME",
        "SRPRO1-ANDTHEN-TERMS",
        "SRPRO1-ARISE-HOME",
        "SRPRO1-AVENIR-HOME",
        "SRPRO1-BEAD-HOME",
        "SRPRO1-BEAD-TERMS"
      ]
    },
    {
      "id": "SRPRO1-R-PRIVACY",
      "type": "多种Agent/音频/部署的数据及成本分母",
      "company": "Ambiguous、Anchr、AndThen、Arise、Avenir、Bead",
      "scope": "companies",
      "companyIds": [
        "AI162",
        "AI163",
        "AI164",
        "AI165",
        "AI166",
        "AI167"
      ],
      "summary": "Ambiguous区分内建Assistant与外部BYO Agent、普通CRUD/高级action、基础月额度与不失效充值；AndThen beta允许音频/背景音、转录及人工模型评估；Bead三部署模式仍可能调用外部LLM。",
      "handling": "定价不等实收，模型/语音/数据/集成/人工审核和IP成本分列；On-Prem不自动认全离线，数据不训练与处理/留存不同，精确权限和商业合同待核。",
      "evidenceIds": [
        "SRPRO1-AMBIGUOUS-HOME",
        "SRPRO1-ANDTHEN-TERMS",
        "SRPRO1-BEAD-HOME",
        "SRPRO1-BEAD-TERMS"
      ]
    },
    {
      "id": "SRPRO1-R-ENTITY",
      "type": "2025成立自报与法律/页脚时间不能互换",
      "company": "Ambiguous、Anchr、AndThen、Arise、Avenir、Bead",
      "scope": "companies",
      "companyIds": [
        "AI162",
        "AI163",
        "AI164",
        "AI165",
        "AI166",
        "AI167"
      ],
      "summary": "六家成立/人数仅自报，AndThen法人条款2025及主要营业地与机构位置分列；Bead条款运营主体明确，版权2024–2026不当注册年。",
      "handling": "实际注册原件、业务/品牌起点和合同主体未核；Ambiguous机构17应用/当前18为不同快照，不据此推造假。",
      "evidenceIds": [
        "SRPRO1-ANDTHEN-TERMS",
        "SRPRO1-BEAD-TERMS",
        "SRPRO1-AMBIGUOUS-HOME"
      ]
    },
    {
      "id": "SR004F2-R-DELIVERY",
      "type": "任务分类与机会/交易/收费分母",
      "company": "Marlo、Rehearsals",
      "scope": "companies",
      "summary": "两家自报2025且当前AI交付可对应：Marlo为人才机构交易工作台，Rehearsals为企业模拟研究，按任务分类。",
      "handling": "机会/品牌交易/客户ROAS、报价/额度与自身收入分开；Marlo不自动是创作者代理关系，Rehearsals不限席位不自动是无限研究，未新增财务观测。",
      "evidenceIds": [
        "SR004F2-MARLO-HOME",
        "SR004F2-MARLO-TERMS",
        "SR004F2-REHEARSALS-PRICE"
      ],
      "companyIds": [
        "AI168",
        "AI169"
      ]
    },
    {
      "id": "SR004F2-R-BENCH",
      "type": "群体分布基准与独立技术证据边界",
      "company": "Rehearsals",
      "scope": "companies",
      "summary": "官网94.1是特定美国群体调查回答的分布相合分，不等个体或未来购买预测正确率；自家Engram为内部harness。",
      "handling": "基准页限制比首页营销语更窄，基础模型与自家系统评估过程分开；未独立复现，不作最高技术等级或研究行业财务优劣依据。",
      "evidenceIds": [
        "SR004F2-REHEARSALS-BENCH",
        "SR004F2-REHEARSALS-TERMS"
      ],
      "companyIds": [
        "AI169"
      ]
    },
    {
      "id": "SR004F2-R-BRANDS",
      "type": "品牌日期、旧产品与法人年份待核",
      "company": "Dial、Human²",
      "scope": "excluded-candidate",
      "summary": "Dial条款Genway合同编号对应2023登记转载；Human²为Waveful Inc.品牌，官方商店app.waveful显示2020产品发布。均与投资方2025范围不一致。",
      "handling": "两项转年份待核，不直接判旧年公司/造假；需母子公司注册原件、品牌/产品沿革和财务主体。旧产品发布日不当注册日，融资/充值/旧业务收入不迁给新品牌。",
      "evidenceIds": [
        "SR004F2-DIAL-TERMS",
        "SR004F2-GENWAY-REGISTER",
        "SR004F2-GENWAY-DEALROOM",
        "SR004F2-HUMAN-TERMS",
        "SR004F2-WAVEFUL-APPLE"
      ]
    },
    {
      "id": "SR004F2-R-PENDING",
      "type": "官网访问和AI主营缺项保留",
      "company": "Coverd、Figment",
      "scope": "dataset",
      "summary": "Coverd可读官网/条款未说明AI主营；Figment档案有AI叙事说明但官网两域名HTTP重置，当前交付未核。",
      "handling": "保留AI/当前交付待核及各自证据，不因非AI标签/暂时访问失败断言无AI、停业或零收入；下一步需产品一手证据与主体，不重复探测失败页面。",
      "evidenceIds": [
        "SR004F2-COVERD-HOME",
        "SR004F2-COVERD-TERMS",
        "SR004F2-FIGMENT-PROFILE",
        "SR004F2-FIGMENT-ACCESS"
      ]
    },
    {
      "id": "MODEL1-SIMULATION-PANEL",
      "type": "商业模式初评",
      "company": "模拟研究额度＋持续维护真人面板",
      "scope": "companies",
      "summary": "已核事实：Rehearsals按twin访谈额度分档、不限席位，包含不同真人补充访谈/验证配额；Team月到期，高级年池。公开金额、付费留存和单位净贡献缺项。",
      "handling": "待验证判断：若客户反复验证产品/营销决策，可试验用量套餐，但应把真人招募/授权/复访/人工核验、模型推理、客户研究支持及销售成本完整入账。先核相对真实人类研究的决策收益、每付费项目净贡献、报告复用及30/90日续费；区分模拟访谈、真人enrichment和验证成本，不能以回答数量/相合分/客户ROAS估自身ARR。",
      "evidenceIds": [
        "SR004F2-REHEARSALS-PRICE",
        "SR004F2-REHEARSALS-TERMS",
        "SR004F2-REHEARSALS-BENCH"
      ],
      "companyIds": [
        "AI169"
      ]
    },
    {
      "id": "SR005F3-R-DELIVERY",
      "type": "任务、行业与自述交付分开",
      "company": "BotBot、Dex、EverCurrent、Forgepoint、Jigsaw、Jooba",
      "scope": "companies",
      "summary": "六家分别为语音Agent运营、两类招聘交付、硬件知识层、制造报价及后训练数据；Jigsaw研究愿景不等基础模型已发布，BotBot可接原栈也可供Agent。",
      "handling": "按客户购买任务分类；报价样例、订单/薪资、客户效果/节省、融资/市场及履历不导入收入。六家财务皆未知，未运行外部产品。",
      "evidenceIds": [
        "SR005F3-BOTBOT-HOME",
        "SR005F3-DEX-HOME",
        "SR005F3-EVERCURRENT-HOME",
        "SR005F3-FORGEPOINT-HOME",
        "SR005F3-JIGSAW-HOME",
        "SR005F3-JOOBA-HOME"
      ],
      "companyIds": [
        "AI170",
        "AI171",
        "AI172",
        "AI173",
        "AI174",
        "AI175"
      ]
    },
    {
      "id": "SR005F3-R-PRIVACY",
      "type": "人工审批、数据训练与处理范围",
      "company": "Dex、EverCurrent、Forgepoint、Jooba",
      "scope": "companies",
      "summary": "Dex候选条款允许录音/转录和训练；EverCurrent输出需核验且有服务改进许可；Forgepoint保留报价人审/权限；Jooba日历只读及Google训练限制具有数据范围。",
      "handling": "不要把隐私/不用于其他客户训练推全本地或零处理；安全声明未读审计原件。Jooba官网招聘firm与通用条款平台角色须实际合同解释，不作法律/财务异常推论。",
      "evidenceIds": [
        "SR005F3-DEX-TERMS",
        "SR005F3-EVERCURRENT-TERMS",
        "SR005F3-FORGEPOINT-SECURITY",
        "SR005F3-JOOBA-TERMS",
        "SR005F3-JOOBA-PRIVACY"
      ],
      "companyIds": [
        "AI171",
        "AI172",
        "AI173",
        "AI175"
      ]
    },
    {
      "id": "SR005F3-R-ACCOUNTS",
      "type": "官方注册和财报不自动证明收入或审计",
      "company": "Dex Talent Ltd",
      "scope": "companies",
      "summary": "条款编号16276853与官方2025-02-26注册对应。2025-12-31申报iXBRL已读，明确免审计、不提交income/retained earnings statement，期内月均员工含董事8人。",
      "handling": "收入仍未知，不将现金、债务/应收、股本/溢价或累计损益倒推营业额/ARR，不将2026-09-08提交/批准日当期末，不将官方收件当独立审计。2025平均人数和2026档案人数分列。",
      "evidenceIds": [
        "SR005F3-DEX-TERMS",
        "SR005F3-DEX-REGISTER",
        "SR005F3-DEX-ACCOUNTS"
      ],
      "companyIds": [
        "AI171"
      ]
    },
    {
      "id": "SR005F3-R-BOUNDARY",
      "type": "六个已知年份候选的主营核对",
      "company": "SR005六家公司",
      "scope": "dataset",
      "summary": "按原独立档案链接复用成立/团队证据，补15条业务/条款/官方登记及申报证据，六项由pending-ai转关联。",
      "handling": "不重复新增档案/公司，不据可读官网认所有合同已核；原财务491条、收入样本及YC覆盖保持。精确成立原件除Dex外仍缺。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C13",
        "SRPRO1-P-SR005R-C17",
        "SRPRO1-P-SR005R-C20",
        "SRPRO1-P-SR005R-C24",
        "SRPRO1-P-SR005R-C26",
        "SRPRO1-P-SR005R-C27"
      ]
    },
    {
      "id": "MODEL1-RECRUITING-SERVICE",
      "type": "商业模式初评",
      "company": "按岗位月付的AI辅助招聘服务",
      "scope": "companies",
      "summary": "已核事实：Jooba自述专家与Agent协作、按岗位月付/高量订阅、不限招聘；Dex候选端免费而雇主另有条款，收费结构未取得。月付服务不能仅凭名称当纯软件ARR。",
      "handling": "待验证判断：可用岗位服务验证企业付费需求，分别记录每岗位净实收、候选数据/权限、搜寻/外联/排期/招聘专家与客户校准工时、模型/工具成本、退费和候选质量；比较AI前后总工时及30/90日续费。职位关闭/季节性暂停可能影响续费，应分岗位留存与企业复购；先确认雇主合同/角色及成本再评估规模化，不把工资/节省/成功案例乘费率推收入。",
      "evidenceIds": [
        "SR005F3-JOOBA-HOME",
        "SR005F3-JOOBA-TERMS",
        "SR005F3-DEX-COMPANIES",
        "SR005F3-DEX-TERMS"
      ],
      "companyIds": [
        "AI175",
        "AI171"
      ]
    },
    {
      "id": "SR005F4-R-DELIVERY",
      "type": "当前交付、改名与财务范围",
      "company": "Kanu、Limy、Pen.dev、Sourcerer、Syzygy",
      "scope": "companies",
      "summary": "五家按当前任务关联，pencil.dev到pen.dev及maniac.ai到Syzygy重定向保留；Kanu含驻场工程，Sourcerer现在交付实物。",
      "handling": "不重复造新公司/迁移旧产品财务，客户搜索转化、订单/节省及样例不是自身收入，五家收入未知。网站合同与实际企业/实物订单需分。",
      "evidenceIds": [
        "SR005F4-KANU-DEPLOY",
        "SR005F4-LIMY-HOME",
        "SR005F4-PEN-HOME",
        "SR005F4-SOURCERER-HOME",
        "SR005F4-SYZYGY-HOME"
      ],
      "companyIds": [
        "AI176",
        "AI177",
        "AI178",
        "AI179",
        "AI180"
      ]
    },
    {
      "id": "SR005F4-R-METERING",
      "type": "调用、模型、席位与本地/云的分母",
      "company": "Pen.dev、Syzygy、Limy、Kanu",
      "scope": "companies",
      "summary": "Pen.dev分别限制设计天数、图片/SVG、模型额度，BYO和托管不同；Syzygy本地免费与云/集成收费分开；Limy许可匿名数据改进。",
      "handling": "不以无限MCP认无限模型/成本，不以local-first/自有数据认全离线或零留存。Kanu多部署自述不代合同；计费页/网页选态不是实收。",
      "evidenceIds": [
        "SR005F4-PEN-PRICE",
        "SR005F4-PEN-TERMS",
        "SR005F4-SYZYGY-PRODUCT",
        "SR005F4-SYZYGY-SECURITY",
        "SR005F4-LIMY-TERMS",
        "SR005F4-KANU-TERMS"
      ],
      "companyIds": [
        "AI178",
        "AI180",
        "AI177",
        "AI176"
      ]
    },
    {
      "id": "SR005F4-R-ARTIFACT",
      "type": "压缩模型产物和完整内存分母",
      "company": "Syzygy",
      "scope": "companies",
      "summary": "官方模型卡/文件清单可核，保留固定修订；文本26.7GB不包括102.4GB embedding表及约0.9GB视觉塔，派生模型与基座训练分开。",
      "handling": "只列public-artifact，未下载大权重/执行脚本/独立复现。首页96%平均retention不能推全任务保持或完整模型峰值RAM；自述分数不可直接跨榜混排。",
      "evidenceIds": [
        "SR005F4-SYZYGY-CARD",
        "SR005F4-SYZYGY-FILES",
        "SR005F4-SYZYGY-HOME"
      ],
      "companyIds": [
        "AI180"
      ]
    },
    {
      "id": "SR005F4-R-PRESIA",
      "type": "原咨询档案与当前租赁业务主体待核",
      "company": "Presia",
      "scope": "dataset",
      "summary": "原公开档案为管理咨询AI、2025两人；当前标题和公开静态资产为英国租赁机构AI运营，页脚Noogat Inc.。",
      "handling": "没有一手沿革映射，不新增公司或把咨询市场/签约频率当当前收入；保留待核而不是认停业/造假。网页脚本仅静态阅读，未执行/注册。",
      "evidenceIds": [
        "SRPRO1-P-SR005R-C44",
        "SR005F4-PRESIA-HOME",
        "SR005F4-PRESIA-ASSET"
      ]
    },
    {
      "id": "MODEL1-PHYSICAL-SUPPLY",
      "type": "商业模式初评",
      "company": "AI采购聚单＋实物交付与账期",
      "scope": "companies",
      "summary": "已核事实：Sourcerer报价包含实物采购/质检/物流清关及账期，人工检验与Agent并行；通用软件订阅条款不代实际货物订单，客户节省和示例运单不证明自身收入。",
      "handling": "待验证判断：可先验证明确规格的重复采购，但须核合同主责、货权/库存/退货、净价与毛利、物流质检/人工/模型成本、营运资金、账期/坏账和汇率/关税敞口。区分交易总额、供货收入与平台净费，再看同客户复购和现金回收；软件订阅CV/ARR均值不能直接评估此模式，聚单规模也不自动保证交付利润。",
      "evidenceIds": [
        "SR005F4-SOURCERER-HOME",
        "SR005F4-SOURCERER-QUALITY",
        "SR005F4-SOURCERER-TERMS"
      ],
      "companyIds": [
        "AI179"
      ]
    },
    {
      "id": "SR006F5-R-DELIVERY",
      "type": "2026成立自报与试点/交付边界",
      "company": "Emanate、Kaaro、Modaic、Oasis、Prior Foundry、ZeroDrift",
      "scope": "companies",
      "summary": "五项2026和Modaic2025按当前任务关联；Kaaro早期接入、Oasis beta、公共政策私有部署及执行API分别记录。",
      "handling": "当前AI任务可对应不证明独立注册或全部上线；合作/洽谈、名企logo、客户效果/融资目标、示例和可付款入口不是已核收入。不执行外部Agent、铁路、购买或通信。",
      "evidenceIds": [
        "SR006F5-EMANATE-HOME",
        "SR006F5-KAARO-HOME",
        "SR006F5-MODAIC-HOME",
        "SR006F5-OASIS-HOME",
        "SR006F5-PRIOR-HOME",
        "SR006F5-ZERODRIFT-HOME"
      ],
      "companyIds": [
        "AI181",
        "AI182",
        "AI183",
        "AI184",
        "AI185",
        "AI186"
      ]
    },
    {
      "id": "SR006F5-R-RESEARCH",
      "type": "个人模拟归一化与群体分布不能混排",
      "company": "Prior Foundry、Rehearsals",
      "scope": "companies",
      "summary": "Prior官网所链1052人学术稿的访谈预测约0.83相对本人两周复测一致性，而Rehearsals94.1是群体回答分布相合。",
      "handling": "不同样本/任务、分母/评估与权属，不能据两个数排产品技术或财务优劣；论文文件名不证明刊发，作者机构稿不等Prior平台独立测试，不申请参与者数据。",
      "evidenceIds": [
        "SR006F5-PRIOR-PAPER",
        "SR004F2-REHEARSALS-BENCH"
      ],
      "companyIds": [
        "AI185",
        "AI169"
      ]
    },
    {
      "id": "SR006F5-R-PERMISSIONS",
      "type": "工作区权限、公共数据及客户合同边界",
      "company": "Oasis、Prior Foundry、Emanate",
      "scope": "companies",
      "summary": "Oasis同步内容按自身工作区权限，Agent可在授权后动作；Prior披露两主体/项目处理角色及人审；Emanate公开条款仅网站服务。",
      "handling": "原源权限不自动沿用；私有/不训练不等无存储/无第三方。合同主体/采购、公众授权、角色和审批需项目协议，不把通用网站条款代实际订单。",
      "evidenceIds": [
        "SR006F5-OASIS-TERMS",
        "SR006F5-PRIOR-PRIVACY",
        "SR006F5-EMANATE-TERMS"
      ],
      "companyIds": [
        "AI184",
        "AI185",
        "AI181"
      ]
    },
    {
      "id": "SR006F5-R-BOUNDARY",
      "type": "五项2026及一项2025的人工主营核对",
      "company": "SR006六家公司",
      "scope": "dataset",
      "summary": "复用已有独立档案成立/团队证据，补14条业务/价格/合同/论文方法证据，六项pending-ai转关联。",
      "handling": "未新增财务观测/ARR/MRR样本；只读说明与模型基准不作独立注册、校准/合规认证或真实采购，候选边界和YC覆盖不变。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C17",
        "SRPRO1-P-SR006R-C23",
        "SRPRO1-P-SR006R-C27",
        "SRPRO1-P-SR006R-C29",
        "SRPRO1-P-SR006R-C38",
        "SRPRO1-P-SR006R-C59"
      ]
    },
    {
      "id": "MODEL1-MESSAGE-ENFORCEMENT",
      "type": "商业模式初评",
      "company": "按消息执行收费＋规则训练和企业部署",
      "scope": "companies",
      "summary": "已核事实：ZeroDrift按2000token以内消息分档，检测/改写能力不同，定制训练/规则数量和VPC另计；赠额与用量费分开，价格计算器与加费基数仍待核。",
      "handling": "待验证判断：可先验证企业是否愿为发送前控制支付独立费，记录每成功检查/改写的净实收、模型/重验/人工规则更新及误报/漏报成本、延迟、实际覆盖和30/90日续用。规则训练一次费、试用赠额、用量与持续部署分账；需要独立任务评估和客户验收，不能以法规数量、标价或自报recall估ARR/认合规保证。",
      "evidenceIds": [
        "SR006F5-ZERODRIFT-PRICE",
        "SR006F5-ZERODRIFT-TERMS",
        "SR006F5-ZERODRIFT-ANCHOR"
      ],
      "companyIds": [
        "AI186"
      ]
    },
    {
      "id": "SR006F6-R-DELIVERY",
      "type": "检索/留存与专业税务交付",
      "company": "Amdahl、Grove Tax、Sirius",
      "scope": "companies",
      "summary": "三项2025自报和当前AI任务对应；API检索/评估、按申报准备及客户取消挽留是不同交付与收费分母。",
      "handling": "4M管线不是已实现收入；留存/挽回额和税表示例不是供应商净费。具体采购/付款未核，未知不补零；所有外部产品未运行。",
      "evidenceIds": [
        "SR006F6-AMDAHL-SR",
        "SR006F6-AMDAHL-PRICE",
        "SR006F6-GROVE-PRICE",
        "SR006F6-SIRIUS-HOME"
      ],
      "companyIds": [
        "AI187",
        "AI188",
        "AI189"
      ]
    },
    {
      "id": "SR006F6-R-TAX-REVIEW",
      "type": "税务准备、人审和无限用量边界",
      "company": "Grove Tax",
      "scope": "companies",
      "summary": "平台可按return或固定不限、AI Prep按复杂度/份数另计；Grove准备，人类审/签，最终在原税务软件申报。",
      "handling": "不限平台不等无限免费Prep；税季、预购/年付和实际持续收入须分。AI输出不是专业关系或税务机关认可，未核任何真实纳税资料；页面illustrative金额不导入经营表。",
      "evidenceIds": [
        "SR006F6-GROVE-HOME",
        "SR006F6-GROVE-PRICE",
        "SR006F6-GROVE-TERMS"
      ],
      "companyIds": [
        "AI188"
      ]
    },
    {
      "id": "SR006F6-R-ENTITY",
      "type": "改名/合并与成立自报冲突",
      "company": "Pluvo、Taxnova",
      "scope": "excluded-candidate",
      "summary": "Pluvo MSA仍为加拿大Rain Technologies，官方同名2020主体2023并入后继，公司有Rain到Pluvo整合声明；Taxnova官网编号明确对应2024成立、2025由Awaitly改名。",
      "handling": "两项转年份/主体待核，不将新品牌/AI升级当新成立主表。Pluvo合同未列编号，确切法律映射仍需核；旧注册inactive不等停业，后继Active的申报逾期不等财务造假。",
      "evidenceIds": [
        "SR006F6-PLUVO-MSA",
        "SR006F6-PLUVO-REBRAND",
        "SR006F6-PLUVO-OLD-REGISTER",
        "SR006F6-PLUVO-SUCCESSOR",
        "SR006F6-TAXNOVA-TERMS",
        "SR006F6-TAXNOVA-REGISTER"
      ]
    },
    {
      "id": "SR006F6-R-IDILIO",
      "type": "月收入声明、AI主营与内容收入分解缺项",
      "company": "Idilio",
      "scope": "excluded-candidate",
      "summary": "公开档案32K/月与1日ROAS自述无ISO币种、具体指标日/Jan年份、经常性或广告/金币/会员毛净额。当前官网强调真人专业制作及算法，具体AI生产/推荐尚缺。",
      "handling": "保留候选/原文证据，不新增公司或财务观测；不将月流水×12当披露ARR、ROAS当全成本利润或下载/观看当付费。内容/版权/制作、商店佣金、广告/返币和退款需分解。",
      "evidenceIds": [
        "SR006F6-IDILIO-SR",
        "SR006F6-IDILIO-HOME",
        "SR006F6-IDILIO-TERMS"
      ]
    },
    {
      "id": "SR006F6-R-BOUNDARY",
      "type": "六候选的主营/主体和财务范围复核",
      "company": "SR006本批六个候选",
      "scope": "dataset",
      "summary": "补21条官网/价格/合同/官方成立及合并证据，三项关联、两项转年份待核、Idilio保留AI主营待核。",
      "handling": "原491经营观测及YC覆盖不变。官方登记仅证明所列主体信息，未将模板MSA/公司帖或同名匹配冒充完整法律/财务核验。",
      "evidenceIds": [
        "SRPRO1-P-SR006R-C04",
        "SRPRO1-P-SR006R-C18",
        "SRPRO1-P-SR006R-C22",
        "SRPRO1-P-SR006R-C37",
        "SRPRO1-P-SR006R-C46",
        "SRPRO1-P-SR006R-C54"
      ]
    },
    {
      "id": "MODEL1-TAX-PREP",
      "type": "商业模式初评",
      "company": "事务所工作流平台＋按准备申报计费",
      "scope": "companies",
      "summary": "已核事实：Grove平台可按return或固定月/年费，AI Prep另按复杂度和实际份数，客户审/签并使用原税务软件申报；实价未知，设计客户付费倍数不代具体收入。",
      "handling": "待验证判断：可先验证专业事务所重复任务，区分平台续费、季节性准备费、预购现金与履约。按复杂度记录模型/OCR/存储、集成/返工/人工审核和支持成本、退款后净实收、税季容量和下一季复购/留存；不以生成速度、省时或客户退款估毛利/ARR，不把专业最终责任默认转给平台。",
      "evidenceIds": [
        "SR006F6-GROVE-PRICE",
        "SR006F6-GROVE-TERMS",
        "SR006F6-GROVE-HOME"
      ],
      "companyIds": [
        "AI188"
      ]
    },
    {
      "id": "SRCARE1-R-BOUNDARY",
      "type": "法律/医疗及家庭照护分类",
      "company": "本批六家公司",
      "scope": "companies",
      "summary": "六项2025自报与当前AI交付对应，四项行业流程C07、两项家庭应用C09；分别记录专家/临床、软件、会员代购和硬件分母。",
      "handling": "原491财务观测、YC覆盖及ARR/MRR比较不变；Miraka340K定义未核仅保留原文证据，未把预约增长、客户研究节省、用户或售价推收入。",
      "companyIds": [
        "AI190",
        "AI191",
        "AI192",
        "AI193",
        "AI194",
        "AI195"
      ],
      "evidenceIds": [
        "SRCARE1-LOGICAL-SR",
        "SRCARE1-MIRAKA-SR",
        "SRCARE1-SAM-SR",
        "SRCARE1-ADVOCATE-TERMS"
      ]
    },
    {
      "id": "SRCARE1-R-LEGAL",
      "type": "法律软件、法律交付和主体边界",
      "company": "Fearn、Concorda",
      "scope": "companies",
      "summary": "Fearn年度顾问/检索与另计申请、专业委托书；首页Legal LLC和在线AI Inc分列。Concorda当前按席位软件条款不执业，原档案法律服务未获独立协议。",
      "handling": "不将年付专业retainer、一次申请、官方/第三方费用及席位费全合纯软件ARR；未独立核资质/登记、签约/净费和内容准确性。",
      "companyIds": [
        "AI190",
        "AI193"
      ],
      "evidenceIds": [
        "SRCARE1-FEARN-HOME",
        "SRCARE1-FEARN-PRICE",
        "SRCARE1-FEARN-TERMS",
        "SRCARE1-CONCORDA-PRICE",
        "SRCARE1-CONCORDA-TERMS"
      ]
    },
    {
      "id": "SRCARE1-R-HEALTH",
      "type": "医疗运营与临床服务、效果和收入范围",
      "company": "Logical Health、Miraka",
      "scope": "companies",
      "summary": "Logical为机构成员消息/协调与人工转交；Miraka专属临床团队、设备及保险入组。16M是客户研究节省，340K是定义不完整annual run rate；非同一软件收入分母。",
      "handling": "不据宣传效果作独立临床结论或欺诈判断；动态初始0不当临床数据。保险覆盖不等结算/回款，法规/安全徽标不当审计报告；不处理患者资料。",
      "companyIds": [
        "AI191",
        "AI194"
      ],
      "evidenceIds": [
        "SRCARE1-LOGICAL-HOME",
        "SRCARE1-LOGICAL-LEGAL",
        "SRCARE1-LOGICAL-SR",
        "SRCARE1-MIRAKA-HOME",
        "SRCARE1-MIRAKA-PROVIDERS",
        "SRCARE1-MIRAKA-SR"
      ]
    },
    {
      "id": "MODEL1-PATENT-RETAINER",
      "type": "商业模式初评",
      "company": "年度专业顾问＋固定价申请",
      "scope": "companies",
      "summary": "已核事实：Fearn年计划按专利族含retainer/检索，申请另固定价；Legal LLC与AI Inc角色分列。Concorda当前软件则按席位，法律服务另未核。",
      "handling": "待验证判断：先分软件/顾问续费、申请交付、代垫/当地专业费和抵扣，核各主体净实收与验收。记录律师/专利专家审核返工、责任、集成和计算成本、跨年续约及客户专利族变化；年付收款不自动等已赚收入或可比软件ARR。",
      "companyIds": [
        "AI190",
        "AI193"
      ],
      "evidenceIds": [
        "SRCARE1-FEARN-PRICE",
        "SRCARE1-FEARN-TERMS",
        "SRCARE1-CONCORDA-PRICE",
        "SRCARE1-CONCORDA-TERMS"
      ]
    },
    {
      "id": "MODEL1-CARE-OPERATIONS",
      "type": "商业模式初评",
      "company": "医疗成员运营与临床照护服务",
      "scope": "companies",
      "summary": "已核事实：Logical接成员沟通/转人工、实际收费未公开；Miraka临床团队负责照护、设备/保险入组，340K原run rate定义不完整。",
      "handling": "待验证判断：按实际合同区分机构软件、成员支持及临床服务，先核买方/支付方、获客/入组和经保险调整后的净实收、拒赔/回款日与人员产能。模型/消息、集成、监测设备和临床工时需全成本；客户节省/入组/预约增长不作自己的ARR或毛利。",
      "companyIds": [
        "AI191",
        "AI194"
      ],
      "evidenceIds": [
        "SRCARE1-LOGICAL-HOME",
        "SRCARE1-LOGICAL-SR",
        "SRCARE1-MIRAKA-PROVIDERS",
        "SRCARE1-MIRAKA-SR"
      ]
    },
    {
      "id": "MODEL1-FAMILY-CONCIERGE",
      "type": "商业模式初评",
      "company": "家庭会员＋超额语音＋服务协调",
      "scope": "companies",
      "summary": "已核事实：Advocate条款通常25/月含90分钟、超额0.30/分钟；确认后第三方服务成本加10%协调费，AI通话与人员监督。",
      "handling": "待验证判断：单列会员净收入、超额费、协调净费及代付总额/退款，不由总支付额反推收入；按每活跃家庭记语音/模型、人工异常、第三方失败/重派与客服成本，比较会员/老人双方的使用、同意和30/90日留存。标价不当已付费或ARR。",
      "companyIds": [
        "AI192"
      ],
      "evidenceIds": [
        "SRCARE1-ADVOCATE-PUBLIC",
        "SRCARE1-ADVOCATE-TERMS",
        "SRCARE1-ADVOCATE-PRIVACY"
      ]
    },
    {
      "id": "MODEL1-HARDWARE-LIFETIME",
      "type": "商业模式初评",
      "company": "一次硬件购买＋持续陪伴服务",
      "scope": "companies",
      "summary": "已核事实：Sam现批次149.99 USD单机、免费家庭app、无订阅及一年保修；FAQ未来可变订阅但该批次无费承诺，当前beta且新订单称下月交货。",
      "handling": "待验证判断：按实际出货/退货后硬件净额与BOM、制造/物流/保修核初始贡献，并按设备活跃寿命计持续模型/语音/云/支持成本；检验预付款、履约和长期现金负担。用户数、对话分钟或售罄不代付费/净收入；无订阅批次不纳MRR，不预设未来订阅成功。",
      "companyIds": [
        "AI195"
      ],
      "evidenceIds": [
        "SRCARE1-SAM-HOME",
        "SRCARE1-SAM-PRICE",
        "SRCARE1-SAM-SR"
      ]
    },
    {
      "id": "SRENTER1-R-BOUNDARY",
      "type": "企业记忆和行业工作流分类",
      "company": "本批七个候选",
      "scope": "companies",
      "summary": "六项2025自报及当前AI交付对应，按Agent设施、跨团队组织记忆、重车/分销/建筑/咨询流程分类；Acceler8转年份待核。",
      "handling": "新增22证据与2条excluded合同原始观测，原491观测/YC覆盖保留，ARR/MRR可比样本不变；没有运行外部产品或读企业个人/工作资料。",
      "companyIds": [
        "AI196",
        "AI197",
        "AI198",
        "AI199",
        "AI200",
        "AI201"
      ],
      "evidenceIds": [
        "SRENTER1-ALIKE-HOME",
        "SRENTER1-HEAVI-HOME",
        "SRENTER1-MODERN-HOME",
        "SRENTER1-PIPER-HOME",
        "SRENTER1-SENTRA-HOME",
        "SRENTER1-VERRA-HOME"
      ]
    },
    {
      "id": "SRENTER1-R-CONTRACT",
      "type": "合同、采购和研究成本非已实现ARR",
      "company": "Heavi、Verra、Sentra",
      "scope": "companies",
      "summary": "Heavi100K contracted revenue、Verra约700K contracted，皆无净额/期限/财务日与履约回款；Sentra模型测试费用是测试支出，客户订单/融资另属其他口径。",
      "handling": "两签约数保留经营表但selection excluded、无ARR标签/币种日推定和比较组；不把多月合同平均摊ARR、3x乘基数估收入或把旧公司融资/营业额迁入。",
      "companyIds": [
        "AI197",
        "AI200",
        "AI201"
      ],
      "evidenceIds": [
        "SRENTER1-HEAVI-SR",
        "SRENTER1-VERRA-SR",
        "SRENTER1-VERRA-PRESS",
        "SRENTER1-SENTRA-BENCH"
      ]
    },
    {
      "id": "SRENTER1-R-CONTEXT",
      "type": "共享记忆、权限和技术验证边界",
      "company": "Alike、Sentra、Verra",
      "scope": "companies",
      "summary": "Alike强调共享Agent环境及用户规则；Sentra提供组织记忆，私密会议与组织摘要分层；Verra以客户自有云/记忆审核为自述。",
      "handling": "第三方处理、复制存储、共享模型训练与产品改进不同。Alike断开集成不自动删副本；Verra旧条款Usage Data训练与不训练共享模型须具体DPA核；Sentra官网测试摘要未读全文/复现，不当独立跑分。",
      "companyIds": [
        "AI196",
        "AI200",
        "AI201"
      ],
      "evidenceIds": [
        "SRENTER1-ALIKE-PRIVACY",
        "SRENTER1-SENTRA-PRIVACY",
        "SRENTER1-SENTRA-BENCH",
        "SRENTER1-VERRA-SECURITY",
        "SRENTER1-VERRA-TERMS"
      ]
    },
    {
      "id": "SRENTER1-R-IMPLEMENTATION",
      "type": "采购协调、定制ERP和专业项目责任",
      "company": "Heavi、Modern Industrials、Piper",
      "scope": "companies",
      "summary": "Heavi询价/采购/配送，Modern每企业定制、只读到限定写入，Piper跨图纸/比标/估算及排期输出，均有系统接入和人工判断。",
      "handling": "未见统一金额，不推按席位/抽佣费率；零件货权/退货、ERP错误重做和工程复核责任需合同，客户资金流/投标额或省时不作供应商净收入。",
      "companyIds": [
        "AI197",
        "AI198",
        "AI199"
      ],
      "evidenceIds": [
        "SRENTER1-HEAVI-HOME",
        "SRENTER1-HEAVI-PRIVACY",
        "SRENTER1-MODERN-HOME",
        "SRENTER1-PIPER-HOME",
        "SRENTER1-PIPER-TERMS",
        "SRENTER1-PIPER-PRIVACY"
      ]
    },
    {
      "id": "SRENTER1-R-ACCELER8",
      "type": "上线/成立和隐私主体缺项",
      "company": "Acceler8",
      "scope": "excluded-candidate",
      "summary": "官网当前AI人力规划明确，但Speedrun Founded2025、Dealroom同域Launch2024及TC Capita政策主体需区分。条款更新时间由new Date()动态生成。",
      "handling": "转年份待核、暂不新增公司；不以同名英国企业代主体、不把动态日期当真实修订或造假证据，也不据总部/人数不一致推财务风险。需公司编号/原始沿革核注册及产品起点。",
      "evidenceIds": [
        "SRENTER1-ACCELER8-HOME",
        "SRENTER1-ACCELER8-POLICY",
        "SRENTER1-ACCELER8-DEALROOM"
      ]
    },
    {
      "id": "MODEL1-ENTERPRISE-MEMORY",
      "type": "商业模式初评",
      "company": "共享企业记忆与治理服务",
      "scope": "companies",
      "summary": "已核事实：Alike提供共享Agent上下文，Sentra跨工具组织记忆，Verra侧重咨询知识、客户云及人工审核；后两项具体报价未知，权限/隔离为自报。",
      "handling": "待验证判断：先核实际收费分母和采购预算，分软件订阅、接入实施及长期维护；按每客户记录摄取/存储/更新、索引/模型、权限同步/撤权/删除和云运维成本，用真实任务评估返工、使用频率和30/90日留存。不可由token节省、代理数、处理量或单测试分数直接估毛利/ARR；跨行业和专门行业采购周期分开验证。",
      "companyIds": [
        "AI196",
        "AI200",
        "AI201"
      ],
      "evidenceIds": [
        "SRENTER1-ALIKE-TERMS",
        "SRENTER1-ALIKE-PRIVACY",
        "SRENTER1-SENTRA-TERMS",
        "SRENTER1-SENTRA-PRIVACY",
        "SRENTER1-VERRA-TERMS",
        "SRENTER1-VERRA-SECURITY"
      ]
    },
    {
      "id": "MODEL1-INDUSTRIAL-WORKFLOWS",
      "type": "商业模式初评",
      "company": "行业知识工作流＋定制集成/采购协调",
      "scope": "companies",
      "summary": "已核事实：Heavi检索询价到零件配送，Modern定制ERP销售订单系统，Piper形成专业项目交付；公开价格/净费未知，人审和授权边界各异。",
      "handling": "待验证判断：以单一重复工作流核客户愿付净费，分软件、实施/持续服务与商品/协调费，记录数据整理、目录和ERP适配、人工异常/返工及供应商支持成本。按客户/项目核交付验收、退货、现金/回款和重复任务；实施收入与续费及商品总额净额分列，不用客户订单规模/省时估自身ARR。",
      "companyIds": [
        "AI197",
        "AI198",
        "AI199"
      ],
      "evidenceIds": [
        "SRENTER1-HEAVI-HOME",
        "SRENTER1-HEAVI-SR",
        "SRENTER1-MODERN-HOME",
        "SRENTER1-PIPER-HOME",
        "SRENTER1-PIPER-TERMS"
      ]
    },
    {
      "id": "SRFIN1-R-BOUNDARY",
      "type": "金融七候选交付边界",
      "company": "Bilrost、PayPath、Sellara及四个待核候选",
      "scope": "dataset",
      "summary": "三项2025与当前AI金融运营对应，补20条公司/投资方证据；August/Crebit/Margin/Belong各有具体缺项继续待核。",
      "handling": "原公司/493观测及YC覆盖保留，财务比较样本不变；仅公开只读研究，无开户/付款/注册/交易或借款数据处理。",
      "evidenceIds": [
        "SRFIN1-BILROST-HOME",
        "SRFIN1-PAYPATH-HOME",
        "SRFIN1-SELLARA-HOME",
        "SRFIN1-AUGUST-HOME",
        "SRFIN1-CREBIT-PUBLIC",
        "SRFIN1-MARGIN-HOME",
        "SRFIN1-BELONG-PUBLIC"
      ]
    },
    {
      "id": "SRFIN1-R-PENDING",
      "type": "具体当前AI交付缺项",
      "company": "August、Crebit、Margin、Belong",
      "scope": "excluded-candidate",
      "summary": "August当前官网极简，档案AI任务缺当前产品佐证；Crebit跨境锁汇、Belong会员金融虽自动化，未核具体AI；Margin当前只有泛化AI金融标签。",
      "handling": "不按批次、金融科技、API或AI标签自动纳AI主营表，也不据极简/读取失败排除真实业务；分别补实际产品资料、身份/签约和当前任务。",
      "evidenceIds": [
        "SRFIN1-AUGUST-HOME",
        "SRFIN1-AUGUST-SR",
        "SRFIN1-CREBIT-PUBLIC",
        "SRFIN1-MARGIN-HOME",
        "SRFIN1-MARGIN-SR",
        "SRFIN1-BELONG-PUBLIC"
      ]
    },
    {
      "id": "SRFIN1-R-VOLUME",
      "type": "交易量/银行规模与平台收入分离",
      "company": "Crebit、August、Belong",
      "scope": "excluded-candidate",
      "summary": "Crebit2M/月processing、2026签约客户40M外汇量，August170B银行规模，Belong艺人收入及银行资金均为不同经济单位。",
      "handling": "保留原文证据，不对待核候选虚造公司或收入观测；净手续费、点差、分成/奖励、退款/清算和指标截止日未获，不能按体量乘猜测费率或直接年化ARR。",
      "evidenceIds": [
        "SRFIN1-CREBIT-SR",
        "SRFIN1-CREBIT-TERMS",
        "SRFIN1-AUGUST-SR",
        "SRFIN1-BELONG-TERMS",
        "SRFIN1-BELONG-DISCLOSURE"
      ]
    },
    {
      "id": "SRFIN1-R-CONTRACT",
      "type": "机构合同、人审与训练范围",
      "company": "Bilrost、PayPath、Sellara",
      "scope": "companies",
      "summary": "Bilrost机构协议优先、Excel点击读写且需专业复核；PayPath有订阅通用条款/州占位及互动数据训练政策；Sellara网站和客户书面协议分开。",
      "handling": "网站模板不代实际DPA/合同或法律意见，也不据占位判造假；无公开金额不猜费率。训练/第三方处理/客户专用调优须按具体数据/协议分，不能统一写完全不训练/无人工。",
      "evidenceIds": [
        "SRFIN1-BILROST-TERMS",
        "SRFIN1-BILROST-PRIVACY",
        "SRFIN1-PAYPATH-TERMS",
        "SRFIN1-PAYPATH-PRIVACY",
        "SRFIN1-SELLARA-TERMS",
        "SRFIN1-SELLARA-PRIVACY"
      ],
      "companyIds": [
        "AI202",
        "AI203",
        "AI204"
      ]
    },
    {
      "id": "SRFIN1-R-TECH",
      "type": "财务运营模型/安全声明与独立验证分离",
      "company": "Bilrost、PayPath、Sellara",
      "scope": "companies",
      "summary": "Sellara对账98%F1对比60%为自报且SOC2审查目标Q1 2027仍进行；BilrostTyler未来上线，PayPathautopilot仍有人工异常转交。",
      "handling": "三项仅description，未取得独立测试/安全报告；不混30x/60%+与F1，不把动态图零/客户回收或示例交易当真实性/收入证明，专用小模型非新通用基座。",
      "evidenceIds": [
        "SRFIN1-BILROST-HOME",
        "SRFIN1-PAYPATH-HOME",
        "SRFIN1-SELLARA-HOME",
        "SRFIN1-SELLARA-BENCH"
      ],
      "companyIds": [
        "AI202",
        "AI203",
        "AI204"
      ]
    },
    {
      "id": "MODEL1-FINANCIAL-OPERATIONS",
      "type": "商业模式初评",
      "company": "金融机构工作流＋部署/专业复核",
      "scope": "companies",
      "summary": "已核事实：Bilrost资料校核/Excel-LOS、PayPath多渠道信贷运营、Sellara机构内专用模型/FDE，人审/授权角色各异；仅PayPath通用条款明确subscription，三项实价未知。",
      "handling": "待验证判断：先以单一运营任务核机构采购预算和已签合同，分软件续费、实施/定制模型与持续服务，不从资产/回收额推净费。记录文档/通话/模型、接口/迁移、专家审核/异常、验证/变更和长期支持成本、交付验收/回款及30/90日/年度续约；借款/交易准确性和沟通授权需真实合约与受控客户验证，当前公开研究不证明监管合规或财务真实性。",
      "evidenceIds": [
        "SRFIN1-BILROST-TERMS",
        "SRFIN1-PAYPATH-TERMS",
        "SRFIN1-PAYPATH-HOME",
        "SRFIN1-SELLARA-HOME",
        "SRFIN1-SELLARA-PRIVACY"
      ],
      "companyIds": [
        "AI202",
        "AI203",
        "AI204"
      ]
    },
    {
      "id": "SRROBOT1-R-BOUNDARY",
      "type": "实体评估、Agent测试及模型后训练分类",
      "company": "本批六个候选",
      "scope": "dataset",
      "summary": "六项2025自报和当前AI任务与官网对应，补20证据；按机器人/实体任务、Agent测试、后训练及通用工作分别关联。",
      "handling": "原493经营观测、YC覆盖与已有公司保持；未来计划/演示、候补或历史测试不当当前已实现收入，未安装/执行或连接真实工作/机器人数据。",
      "evidenceIds": [
        "SRROBOT1-SAFEWORLD-HOME",
        "SRROBOT1-SPARTA-HOME",
        "SRROBOT1-SYNCERE-HOME",
        "SRROBOT1-THIRDBRAIN-HOME",
        "SRROBOT1-DISPATCHER-HOME",
        "SRROBOT1-SONATIC-HOME"
      ]
    },
    {
      "id": "SRROBOT1-R-SPARTA",
      "type": "历史测试与当前封闭beta分开",
      "company": "Sparta / Worlds",
      "scope": "companies",
      "summary": "历史beta.1 JSON可读且20探针为16一致/4已知差异，20按预期不等20全一致；页面要求当前候选重验，Zendesk live资格待核。",
      "handling": "保留日期/版本/原始文件SHA与限制，未自运行，不升级独立或公开代码等级。local免费与记录额度、旧免费beta/新付费协议分列，示例错误率/退款非公司财务。",
      "evidenceIds": [
        "SRROBOT1-SPARTA-FIDELITY",
        "SRROBOT1-SPARTA-JSON",
        "SRROBOT1-SPARTA-LIMITS",
        "SRROBOT1-SPARTA-TERMS",
        "SRROBOT1-SPARTA-PRICE"
      ],
      "companyIds": [
        "AI206"
      ]
    },
    {
      "id": "SRROBOT1-R-ROBOT",
      "type": "实体安全、预订和未来收入缺项",
      "company": "SafeWorld、Syncere、Dispatcher",
      "scope": "companies",
      "summary": "SafeWorld网站不开放产品且非安全认证，Syncere硬件/长期维护/未来自主月费分开，Dispatcher软件与实体运营责任缺具体合同。",
      "handling": "不因研究/演示或任职认为安全/性能独立通过。预订/候补、百万观看和2027月费不是当前ARR；需要实际交付、退货/保修、净费/人员与物理运维成本。",
      "evidenceIds": [
        "SRROBOT1-SAFEWORLD-TERMS",
        "SRROBOT1-SYNCERE-PRICE",
        "SRROBOT1-SYNCERE-TERMS",
        "SRROBOT1-SYNCERE-SR",
        "SRROBOT1-DISPATCHER-TERMS"
      ],
      "companyIds": [
        "AI205",
        "AI207",
        "AI209"
      ]
    },
    {
      "id": "SRROBOT1-R-LEGAL",
      "type": "模型IP、屏幕资料及法律页适用缺项",
      "company": "ThirdBrain Labs、Sonatic",
      "scope": "companies",
      "summary": "ThirdBrain标Terms却隐私式正文、标Privacy却网站许可/管辖占位；Sonatic政策条款显示本域而实际外域，未借外域条款推自身协议。",
      "handling": "不据模板错配推财务造假/产品不存在，权重/IP归属需签约文件；Sonatic不训练/可申请加密不等零采集/默认端到端。未提交训练、录音/截图或授权应用。",
      "evidenceIds": [
        "SRROBOT1-THIRDBRAIN-HOME",
        "SRROBOT1-THIRDBRAIN-TERMS",
        "SRROBOT1-THIRDBRAIN-PRIVACY",
        "SRROBOT1-SONATIC-HOME",
        "SRROBOT1-SONATIC-PRIVACY"
      ],
      "companyIds": [
        "AI208",
        "AI210"
      ]
    },
    {
      "id": "MODEL1-LOCAL-EVALUATIONS",
      "type": "商业模式初评",
      "company": "本地免费验证＋记录/托管额度",
      "scope": "companies",
      "summary": "已核事实：Sparta封闭beta报价将本地未记录运行与计费记录/AI场景/托管分开，Team/Growth按月credits、企业年度池/定制；实际付费协议未知。",
      "handling": "待验证判断：先区分用户自有CI/模型费用和平台记录/存储/托管成本，再核真实付费、复跑频率/团队留存及按版本维护副本成本。额度封顶neutral skip不等验证通过，需理解采购方对可靠性/报告的愿付净费；本地运行次数不当付费收入，旧测试不能替代当前交付验收。",
      "evidenceIds": [
        "SRROBOT1-SPARTA-PRICE",
        "SRROBOT1-SPARTA-TERMS",
        "SRROBOT1-SPARTA-LIMITS",
        "SRROBOT1-SPARTA-FIDELITY"
      ],
      "companyIds": [
        "AI206"
      ]
    },
    {
      "id": "MODEL1-DOMAIN-POSTTRAINING",
      "type": "商业模式初评",
      "company": "专家反馈后训练＋权重交付服务",
      "scope": "companies",
      "summary": "已核事实：ThirdBrain将工作流专家反馈、自动评估及专用模型训练/部署作为产品，宣传客户持有权重/IP但当前法律页不足以验证具体许可/服务协议。",
      "handling": "待验证判断：先核训练/部署/持续更新分别收费及基础权重/客户数据许可，记录专家反馈/标注审核、训练/推理算力、回归和工程支持。以实际领域任务、验收净费/回款和持续改进留存验证，不因客户持权重宣传或省时认高毛利/稳定ARR，不冒充新通用基座。",
      "evidenceIds": [
        "SRROBOT1-THIRDBRAIN-HOME",
        "SRROBOT1-THIRDBRAIN-TERMS",
        "SRROBOT1-THIRDBRAIN-PRIVACY"
      ],
      "companyIds": [
        "AI208"
      ]
    },
    {
      "id": "MODEL1-ROBOT-LIFETIME",
      "type": "商业模式初评",
      "company": "机器人硬件＋终身维护/自主功能",
      "scope": "companies",
      "summary": "已核事实：Lume邀请购买/预订，硬件、Care和自主功能终身方案分别报价，79/月标2027Q2未来计划；预订日期/可用性可变，候补规模非已核收入。",
      "handling": "待验证判断：按实际交货/退货净额及软件/维护分配核BOM、制造/安装/物流、保修/电池、现场服务和持续模型/云成本。终身预收须覆盖设备寿命服务，未来订阅和当前硬件不混ARR；首批保修与Care交叠需实际订单解释，不以标价乘候补需求或演示任务推毛利。",
      "evidenceIds": [
        "SRROBOT1-SYNCERE-PRICE",
        "SRROBOT1-SYNCERE-TERMS",
        "SRROBOT1-SYNCERE-SR"
      ],
      "companyIds": [
        "AI207"
      ]
    },
    {
      "id": "SRLEARN1-R-BOUNDARY",
      "type": "个人/健康/教育和音频当前交付分类",
      "company": "本批六个候选",
      "scope": "dataset",
      "summary": "五项2025自报与当前AI产品对应，PicPet保留具体AI待核，补21证据及两条Clair原始财务声明。",
      "handling": "原493观测、公司及YC覆盖保留，新两条excluded无ARR标签/比较组，不改收入样本；不触发生成/支付/连接或读用户/健康/学生数据。",
      "evidenceIds": [
        "SRLEARN1-AUTO-HOME",
        "SRLEARN1-CLAIR-HOME",
        "SRLEARN1-PICPET-HOME",
        "SRLEARN1-SNAPP-HOME",
        "SRLEARN1-STRAIA-HOME",
        "SRLEARN1-SUN-HOME"
      ]
    },
    {
      "id": "SRLEARN1-R-CLAIR",
      "type": "D2C收入、签约与未来发货范围",
      "company": "Clair Health",
      "scope": "companies",
      "summary": "档案800K D2C revenue和18M B2B contracts为不同渠道/口径，官网当前预订预计2027年1月发货，295含六个月促销而非未来月费金额。",
      "handling": "原数分别保留excluded，不能据当前预订自动否定历史声明，也不能把标签当经审核净费；需实际期间/货权交付、退款、B2B合同期限/取消/净额及付款，金额不合并、不摊ARR。",
      "evidenceIds": [
        "SRLEARN1-CLAIR-SR",
        "SRLEARN1-CLAIR-PRICE",
        "SRLEARN1-CLAIR-TERMS"
      ],
      "companyIds": [
        "AI212"
      ]
    },
    {
      "id": "SRLEARN1-R-PICPET",
      "type": "真实应用/订阅与AI、留存缺项",
      "company": "PicPet",
      "scope": "excluded-candidate",
      "summary": "商店社交宠物/照片和3.99月/39.99年价可读，AI具体实现未核；200K+DAU及45% D90 bounded retention为档案自述，政策Notion404。",
      "handling": "继续候选，不因动物互动/AI批次自动纳AI主营。活跃不等付费，bounded留存不等恰好D90点留存；需日期/cohort/分母及净订阅、广告/内购分解，不按DAU乘标价。",
      "evidenceIds": [
        "SRLEARN1-PICPET-HOME",
        "SRLEARN1-PICPET-APP",
        "SRLEARN1-PICPET-SR"
      ]
    },
    {
      "id": "SRLEARN1-R-DATA",
      "type": "训练、第三方处理和原始数据范围",
      "company": "Auto、Clair、SUN",
      "scope": "companies",
      "summary": "Auto一般内容可训练自家而Google/第三方模型另限；Clair自述客户健康本地与既有临床去识别训练集分开；SUN文本/TTS第三方处理并存储音频。",
      "handling": "不能统一写无训练/无外传或用隐私措辞证明部署。Photos当前任务与旧Frames条款分列；客户与外部训练集、生成内容及主动分享不同。均无真实数据授权/独立验证。",
      "evidenceIds": [
        "SRLEARN1-AUTO-TERMS",
        "SRLEARN1-AUTO-PRIVACY",
        "SRLEARN1-CLAIR-HOME",
        "SRLEARN1-CLAIR-PRIVACY",
        "SRLEARN1-SUN-PRIVACY"
      ],
      "companyIds": [
        "AI211",
        "AI212",
        "AI215"
      ]
    },
    {
      "id": "SRLEARN1-R-TECH",
      "type": "自有排行榜、健康原型和未来功能限制",
      "company": "Snapp AI、Clair、SUN",
      "scope": "companies",
      "summary": "Snapp当前榜由自身维护且示例市场/赔付为sample；Clair间接信号推算与原型/待开展生产研究分开；SUN未来连接未当现有集成。",
      "handling": "仅description，不把排名当独立评测/收益保证、健康洞察当医疗诊断或生成产品名当新通用模型；不读患者资料/下注/生成声音，所有模型/效果未独立测试。",
      "evidenceIds": [
        "SRLEARN1-SNAPP-HOME",
        "SRLEARN1-CLAIR-HOME",
        "SRLEARN1-CLAIR-TERMS",
        "SRLEARN1-SUN-HOME"
      ],
      "companyIds": [
        "AI213",
        "AI212",
        "AI215"
      ]
    },
    {
      "id": "MODEL1-AUDIO-CREDITS",
      "type": "商业模式初评",
      "company": "预付音频额度与持续生成成本",
      "scope": "companies",
      "summary": "已核事实：SUN公开plans无可核金额，条款说购买未开、未来credits为预付许可，生成依赖第三方语言/TTS和音频存储；连接部分未来。",
      "handling": "待验证判断：先确认可收费产品/合同和按模型、时长/质量的额度扣费，记录文本/TTS、重试/重生成、存储/播放及版权/声音许可成本。预付现金、未耗额度与实际生成履约分账；不失效额度有持续负担，付费/重复使用和退款待核，不从UI credits或API入口推订阅ARR。",
      "evidenceIds": [
        "SRLEARN1-SUN-PLANS",
        "SRLEARN1-SUN-TERMS",
        "SRLEARN1-SUN-PRIVACY"
      ],
      "companyIds": [
        "AI215"
      ]
    },
    {
      "id": "MODEL1-CAMPUS-BI",
      "type": "商业模式初评",
      "company": "高校行业BI＋数据接入托管",
      "scope": "companies",
      "summary": "已核事实：Straia统一SIS/LMS/CRM供高校自然语言分析，团队负责映射/设置和维护，条款支持订阅但实价/机构合同未给。",
      "handling": "待验证判断：按真实学校预算/采购周期分软件续费、数据接入和持续托管，记录数据清洗/映射、权限/审计、模型/存储和客户支持工时。核每机构交付验收/回款、持续使用与跨学年续约，校方招生/留存/财务改善不代平台收入，合规须客户协议/独立证据。",
      "evidenceIds": [
        "SRLEARN1-STRAIA-HOME",
        "SRLEARN1-STRAIA-TERMS"
      ],
      "companyIds": [
        "AI214"
      ]
    },
    {
      "id": "MODEL1-WEARABLE-PREORDER",
      "type": "商业模式初评",
      "company": "wellness硬件预订＋软件订阅",
      "scope": "companies",
      "summary": "已核事实：Clair295预订含六个月Premium，预计2027发货；部分功能未来付费、基础端侧可用；原D2C/B2B两财务口径不等经常性净费。",
      "handling": "待验证判断：先核预订现金、实际交货/退货及B2B项目净额，再分硬件与软件履约。记录制造/传感器、验证/研究、保修/物流/客服与持续模型成本；免费促销转付费及硬件复购/订阅留存独立验证，不按未交货客户或合同额推当前ARR/毛利，不以wellness宣传作临床保证。",
      "evidenceIds": [
        "SRLEARN1-CLAIR-PRICE",
        "SRLEARN1-CLAIR-TERMS",
        "SRLEARN1-CLAIR-SR",
        "SRLEARN1-CLAIR-HOME"
      ],
      "companyIds": [
        "AI212"
      ]
    },
    {
      "id": "SRCLOSE1-R-PASS",
      "type": "剩余初始候选的逐条公开核对",
      "company": "本轮20个已有候选",
      "scope": "dataset",
      "summary": "对仍有初始备注20项做有限当前核对：14官网入口、6缺有效产品网址；官网普通HTTP/浏览结果和品牌变化/缺项逐项存证，5项关联、15项保留。",
      "handling": "不再扩源或按标签/批次补AI主营。所有20条初始通用备注已替换具体访问/当前产品或缺字段；已明确未决项不无限重试，不宣称全部注册/技术/财务已独立验证。",
      "evidenceIds": [
        "SRCLOSE1-SR005R-C08",
        "SRCLOSE1-SR005R-C12",
        "SRCLOSE1-SR005R-C16",
        "SRCLOSE1-SR005R-C19",
        "SRCLOSE1-SR005R-C30",
        "SRCLOSE1-SR005R-C34",
        "SRCLOSE1-SR005R-C40",
        "SRCLOSE1-SR005R-C41",
        "SRCLOSE1-SR005R-C43",
        "SRCLOSE1-SR005R-C49",
        "SRCLOSE1-SR005R-C50",
        "SRCLOSE1-SR005R-C55",
        "SRCLOSE1-SR005R-C56",
        "SRCLOSE1-SR006R-C11",
        "SRCLOSE1-SR006R-C14",
        "SRCLOSE1-SR006R-C30",
        "SRCLOSE1-SR006R-C33",
        "SRCLOSE1-SR006R-C45",
        "SRCLOSE1-SR006R-C48",
        "SRCLOSE1-SR006R-C57"
      ]
    },
    {
      "id": "SRCLOSE1-R-NOURL",
      "type": "官网/具体产品缺项",
      "company": "Creed、Ocoder、Oleum、Prepp、Sounding、PartyHat",
      "scope": "excluded-candidate",
      "summary": "六项没有有效产品网址：五项空字段，一项LinkedIn占位；PartyHat简介亦空，Sounding/Pelago品牌对应未知。",
      "handling": "仅原档案自报年份/人数与已有任务描述，不猜域名/同名主体或从未读官网推不存在/零收入；保留待核入口和具体所需资料。",
      "evidenceIds": [
        "SRCLOSE1-SR005R-C16",
        "SRCLOSE1-SR005R-C40",
        "SRCLOSE1-SR005R-C41",
        "SRCLOSE1-SR005R-C43",
        "SRCLOSE1-SR005R-C50",
        "SRCLOSE1-SR006R-C33"
      ]
    },
    {
      "id": "SRCLOSE1-R-NONINCOME",
      "type": "采用量、预测和请求不是平台收入",
      "company": "未决候选及品牌/访问限制",
      "scope": "excluded-candidate",
      "summary": "Simula约10M为全上线情景、合作应用DAU/下载非自身付费；snag6.5M为请求价值；Creed500K用户和正单位经济未给底表。其余当前AI/品牌/可访问性逐项分列。",
      "handling": "原495经营观测不变，未决候选不生成公司或收入。Atrios供应商AI/MCP、Coalition研究背景、Bins照片商品化及Simula服务AI客户不足以自动确认自身AI方法；访问失败/JS包装或品牌重定向不判停业/造假。",
      "evidenceIds": [
        "SRCLOSE1-CREED-USERS",
        "SRCLOSE1-SIMULA-ROLLOUT",
        "SRCLOSE1-SNAG-REQUESTS",
        "SRCLOSE1-SR005R-C08",
        "SRCLOSE1-SR005R-C12",
        "SRCLOSE1-SR005R-C34",
        "SRCLOSE1-SR006R-C14",
        "SRCLOSE1-SR006R-C30"
      ]
    },
    {
      "id": "SRCLOSE1-R-CLASSIFIED",
      "type": "当前交付、未来功能和同名去重",
      "company": "doublespeed、SoulLink、Variant、Cascade、Vereda",
      "scope": "companies",
      "summary": "五项当前官网与AI产品任务自述对应；Cascade改以RFP/提案及LIVE/SOON分列，Variant.ai→.com且不误并Variant-now，Vereda厂家直开票/交货和人工顾问明确。",
      "handling": "只有description，不能把营销账号/三维演示、beta/上线标注、客户工程机会或采购节省当性能/净收入。具体收费、平台/创作者/厂商分账、人工和模型/运行成本待真实合同核。",
      "evidenceIds": [
        "SRCLOSE1-SR005R-C19",
        "SRCLOSE1-SR005R-C49",
        "SRCLOSE1-SR005R-C55",
        "SRCLOSE1-SR006R-C11",
        "SRCLOSE1-SR006R-C57"
      ],
      "companyIds": [
        "AI216",
        "AI217",
        "AI218",
        "AI219",
        "AI220"
      ]
    },
    {
      "id": "MODEL1-AGRI-DIRECT",
      "type": "商业模式初评",
      "company": "农户免费＋供应商支持的采购渠道",
      "scope": "companies",
      "summary": "已核事实：Vereda的采购助手与田间顾问服务农户，厂家开票/交货，平台不库存转售；农户无月费/平台费，报酬关联供应商/伙伴但实价未知。",
      "handling": "待验证判断：先核谁付费、合同报酬与实际采购履约/退货分账，再记顾问/供应商接入、模型/文件处理、售后争议和获客成本。渠道净报酬、商品GMV及融资/信用服务分开，向供应商收款与农户复购需同时支持；免费农户不等零平台收入，不猜抽佣或按GMV当ARR。",
      "evidenceIds": [
        "SRCLOSE1-SR006R-C57"
      ],
      "companyIds": [
        "AI220"
      ]
    }
  ],
  "coverage": {
    "source": "https://github.com/yc-oss/api",
    "accessedAt": "2026-10-30",
    "candidateRecords": 1428,
    "profilesRead": 1428,
    "matchingProfiles": 962,
    "existingProfiles": 34,
    "newProfiles": 928,
    "otherOrMissingYear": 268,
    "unclearAI": 192,
    "dateConflicts": 6,
    "failedProfiles": 0,
    "discoverySha256": "e89300524efc0f31ffcdae02aa3e04635fcb21d8b04e9a72e4fce8e12ff51b85"
  },
  "candidateBatches": [
    {
      "sourceId": "S04",
      "url": "https://www.producthunt.com/leaderboard/yearly/2026",
      "accessedAt": "2026-10-30",
      "scope": "年度榜单首次公开响应中可见的19张产品或推广卡片；不含分页或后续动态加载，不是2026全年、更不是2025—2026全量。",
      "complete": false,
      "records": [
        {
          "id": "PH26-01",
          "name": "Fundraisly",
          "url": "https://www.producthunt.com/products/fundraisly",
          "categoryId": "C07",
          "kind": "product",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "运营主体Accumulator Fundraising LLC；成立年待核。固定/经常性或按通话的服务收费需拆分；Gett历史ARR、创始人及客户筹资不作Fundraisly收入。 公司公开主页称属于Accumulator，但无成立年份字段，保持待核。",
          "evidenceIds": [
            "PH-FUNDRAISLY-ABOUT",
            "PH-FUNDRAISLY-ENTITY",
            "PH-FUNDRAISLY-PLAN",
            "PH-FUNDRAISLY-PROFILE"
          ]
        },
        {
          "id": "PH26-02",
          "name": "Rork Max",
          "url": "https://www.producthunt.com/products/rork-app-for-ios",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "existing-outside-cohort",
          "note": "映射现有Rork对照记录；2024成立，不因Rork Max发布重新算2026新公司。",
          "companyId": "AI054",
          "evidenceIds": [
            "E054"
          ]
        },
        {
          "id": "PH26-03",
          "name": "Brila",
          "url": "https://www.producthunt.com/products/brila-2",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官方运营者Generated Media, Inc.注册号7627361与Generated Photos的2024政策一致，且有2023旧业务条款；作为既有主体产品排除。政策日期不作精确注册年，旧图像业务业绩不转移给Brila。",
          "evidenceIds": [
            "PH-BRILA-ENTITY",
            "PH-BRILA-TERMS",
            "BRILA-ENTITY-HISTORY",
            "BRILA-ENTITY-TERMS"
          ]
        },
        {
          "id": "PH26-04",
          "name": "happycapy",
          "url": "https://www.producthunt.com/products/happycapy",
          "categoryId": "C09",
          "kind": "product",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "App Store销售方TRICKLE PTE. LTD.已由ACRA核UEN 202542386D、2025-09-23注册；但全球网页服务主体、旧Trickle业务和新销售法人关系仍缺，继续待核，不据新法人注册自动认定新创业，不转移旧收入。",
          "evidenceIds": [
            "PH25-E-19",
            "PH-HAPPYCAPY-ABOUT",
            "PH-HAPPYCAPY-PRIVACY",
            "PH-TRICKLE-HOME",
            "PH-TRICKLE-PROFILE",
            "PH-HAPPYCAPY-HISTORY",
            "PH-HAPPYCAPY-TERMS",
            "FOLLOWUP-CAPY-SELLER",
            "FOLLOWUP-CAPY-ACRA"
          ]
        },
        {
          "id": "PH26-05",
          "name": "Cowork",
          "url": "https://www.producthunt.com/products/claude",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Cowork是Anthropic产品，官方称母公司2021成立；2026研究预览不新增公司，也不转移其他Claude产品收入。",
          "evidenceIds": [
            "PH-COWORK-OWNER",
            "PH-ANTHROPIC-FOUND"
          ]
        },
        {
          "id": "PH26-06",
          "name": "Upstream",
          "url": "https://www.producthunt.com/products/upstream-3",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "YC官方列2023成立、S23批次，2026发布不重算公司年；创始人此前Asana、Algolia的ARR不归Upstream。",
          "evidenceIds": [
            "UP-YC",
            "UP-HOME",
            "PH-UP"
          ]
        },
        {
          "id": "PH26-07",
          "name": "Goldfish",
          "url": "https://www.producthunt.com/products/goldfish-early-access",
          "categoryId": "C09",
          "kind": "product",
          "profileStatus": "readable",
          "status": "linked",
          "note": "据EF投资组合页Founded 2026及官方创始人/域名关联纳入AI078；精确注册日、完整团队和收入留缺。免费测试不作零收入，创始人旧公司业绩不转移。",
          "evidenceIds": [
            "GOLD-HOME",
            "GOLD-TERMS",
            "GOLD-PRIVACY",
            "PH-GOLD",
            "GOLD-EF",
            "GOLD-CREATORS",
            "GOLD-DOCS"
          ],
          "companyId": "AI078"
        },
        {
          "id": "PH26-08",
          "name": "Framer 3.0",
          "url": "https://www.producthunt.com/products/framer",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Framer官网列2014成立；3.0及AI新产品不作2026新公司，未新增公司。",
          "evidenceIds": [
            "PH-FRAMER-ABOUT"
          ]
        },
        {
          "id": "PH26-09",
          "name": "OpenSEO",
          "url": "https://www.producthunt.com/products/openseo",
          "categoryId": "C06",
          "kind": "product",
          "profileStatus": "readable",
          "status": "linked",
          "note": "OpenSEO归EveryApp；官方目录列EveryApp 2026成立，两者只计一个公司。原候选36088从AI不明复核入表，原台账计数不回写。",
          "companyId": "AI074",
          "evidenceIds": [
            "EA-YC",
            "SEO-HOME",
            "PH-SEO"
          ]
        },
        {
          "id": "PH26-10",
          "name": "Clarify",
          "url": "https://www.producthunt.com/products/clarify-6",
          "categoryId": "C06",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Clarify CRM公司主页列2024成立，2024创始人宣言佐证已有业务；不与医疗及其他同名Clarify混淆。",
          "evidenceIds": [
            "PH-CLARIFY-LINKEDIN",
            "PH-CLARIFY-MANIFESTO"
          ]
        },
        {
          "id": "PH26-11",
          "name": "Lightfield",
          "url": "https://www.producthunt.com/products/lightfield",
          "categoryId": "C06",
          "kind": "product",
          "profileStatus": "readable",
          "status": "existing-outside-cohort",
          "note": "映射Magical Tome, Inc.转型对照；2025是CRM上线，2022已有Tome业务，精确注册年未核，不计2026新公司。",
          "companyId": "AI073",
          "evidenceIds": [
            "LF-ENTITY",
            "LF-PIVOT",
            "LF-HISTORY"
          ]
        },
        {
          "id": "PH26-12",
          "name": "Pazi",
          "url": "https://www.producthunt.com/products/pazi",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "2024投资方记录、pythagora.ai跳转和Pazi条款运营者形成既有业务延续链，按旧业务/品牌迭代排除新公司；YC Founded 2026与W24、2023叙述仍保留，不伪填精确注册年。余额及客户销售不作ARR。",
          "evidenceIds": [
            "PAZI-YC",
            "PAZI-TERMS",
            "PAZI-PRICE",
            "PH-PAZI",
            "FOLLOWUP-PAZI-INVESTOR",
            "FOLLOWUP-PAZI-REDIRECT",
            "FOLLOWUP-PAZI-OPERATOR"
          ]
        },
        {
          "id": "PH26-13",
          "name": "SuperX",
          "url": "https://www.producthunt.com/products/superx",
          "categoryId": "C06",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "条款运营者TMAKER的注册号与第三方登记资料一致，资料列2021年旧主体；按既有运营者排除，不以2026 PH发布算新公司。政府目录403，原始登记及沿革仍待核，其他产品业绩不归SuperX。",
          "evidenceIds": [
            "PH-SUPERX-TERMS",
            "PH-SUPERX-REGISTRY",
            "PH-SUPERX-GOV-ACCESS"
          ]
        },
        {
          "id": "PH26-14",
          "name": "Kilo Code for VS Code",
          "url": "https://www.producthunt.com/products/kilocode",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "linked",
          "note": "映射同一Kilo Code个案，不因插件与托管产品分别发布重复新增公司。",
          "companyId": "AI072",
          "evidenceIds": [
            "KILO-START",
            "KILO-PH"
          ]
        },
        {
          "id": "PH26-15",
          "name": "Brew",
          "url": "https://www.producthunt.com/products/brew-5",
          "categoryId": "C06",
          "kind": "product",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "公开公司主页列2024成立，按自述年份排除；官方2025产品介绍和Brew Emails, Inc.条款关联brew.new。PH直达本次仍超时，检索可见不当全文；不混其他同名Brew，历史报价不当当前报价或ARR。",
          "evidenceIds": [
            "PH-BREW-PROFILE",
            "PH-BREW-LAUNCH",
            "PH-BREW-TERMS"
          ]
        },
        {
          "id": "PH26-16",
          "name": "Render startup credits",
          "url": null,
          "categoryId": "C02",
          "kind": "promotion",
          "profileStatus": "archive-only",
          "status": "promotion",
          "note": "推广创业额度活动，链接回榜单，不把额度当公司收入或新成立公司。",
          "evidenceIds": [
            "PH-2026-PAGE"
          ]
        },
        {
          "id": "PH26-17",
          "name": "DataFast",
          "url": "https://www.producthunt.com/products/datafast",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网2024-11-12功能更新证明原产品已存在；按既有业务排除，不将PH发布年、条款日期或域名注册年当成立年。支付分析是客户数据，创作者历史总业绩不作为DataFast收入；新法律主体是否存在未核。",
          "evidenceIds": [
            "PH-DATAFAST-HISTORY",
            "PH-DATAFAST-TERMS"
          ]
        },
        {
          "id": "PH26-18",
          "name": "KiloClaw",
          "url": "https://www.producthunt.com/products/kiloclaw",
          "categoryId": "C03",
          "kind": "product",
          "profileStatus": "readable",
          "status": "linked",
          "note": "映射同一Kilo Code个案，不因插件与托管产品分别发布重复新增公司。",
          "companyId": "AI072",
          "evidenceIds": [
            "KILO-START",
            "KILO-PH"
          ]
        },
        {
          "id": "PH26-19",
          "name": "Stitch 2.0 by Google",
          "url": "https://www.producthunt.com/products/stitch-2-0-by-google-2",
          "categoryId": "C08",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Google的Stitch产品及新版本，不是独立2026创业公司；Google公司沿革始于1998，不转移集团收入。",
          "evidenceIds": [
            "PH-STITCH-OWNER",
            "PH-GOOGLE-FOUND"
          ]
        }
      ],
      "id": "PH-2026-visible-1"
    },
    {
      "id": "PH-2025-visible-1",
      "sourceId": "S04",
      "url": "https://www.producthunt.com/leaderboard/yearly/2025",
      "accessedAt": "2026-10-30",
      "scope": "当前年度档案首个公开响应中19张有文字链接的产品/推广卡片；另有一张仅图片的Framer 3.0位置，未解析为独立产品，保留缺项。未穷尽分页或全年；当前推广位不等于2025发布。",
      "complete": false,
      "records": [
        {
          "id": "PH25-01",
          "name": "Screen Studio 3.0",
          "url": "https://www.producthunt.com/products/screen-studio",
          "categoryId": "C08",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "平台原版2022发布与2025年3.0为同一产品业务，不凭版本更新新增2025公司；按既有业务排除，精确法律成立日及AI主营未核。",
          "evidenceIds": [
            "PH25-E-01",
            "PH-SCREEN-HISTORY"
          ]
        },
        {
          "id": "PH25-02",
          "name": "Tana",
          "url": "https://www.producthunt.com/products/tana",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Dealroom列2020成立；投资人回忆2025前已与团队合作。按2025前已有业务排除，法律注册年未核；现行会议平台不另算新公司。",
          "evidenceIds": [
            "PH-TANA-DR",
            "PH-TANA-INV",
            "PH-TANA-HOME"
          ]
        },
        {
          "id": "PH25-03",
          "name": "Trace",
          "url": "https://www.producthunt.com/products/trace",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "linked",
          "note": "产品页指向trace.so，与现有YC30687对应，不新增近名公司。",
          "evidenceIds": [
            "PH25-E-03",
            "YC-E-30687",
            "TRACE-HOME"
          ],
          "companyId": "YC30687"
        },
        {
          "id": "PH25-04",
          "name": "Tanka",
          "url": "https://www.producthunt.com/products/tanka",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司新闻稿及公开主页均列2024成立；2025产品榜单及2026日本上线不改变公司成立年。",
          "evidenceIds": [
            "PH-TANKA-RELEASE",
            "PH-TANKA-LINKEDIN"
          ]
        },
        {
          "id": "PH25-05",
          "name": "Sider 5.0",
          "url": "https://www.producthunt.com/products/chatgpt-sidebar-chrome-extension",
          "categoryId": "C09",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Sider原版2023已有发布，当前条款运营者Vidline Inc.；按既有业务排除，不因2025年5.0更新新增公司，精确法律成立日未核。",
          "evidenceIds": [
            "PH25-E-05",
            "PH-SIDER-HISTORY",
            "PH-SIDER-TERMS"
          ]
        },
        {
          "id": "PH25-06",
          "name": "Guideflow",
          "url": "https://www.producthunt.com/products/guideflow",
          "categoryId": "C06",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Guideflow官网列2023成立；2025榜单为既有公司产品，不加入新成立公司样本。",
          "evidenceIds": [
            "PH-GUIDEFLOW-ABOUT"
          ]
        },
        {
          "id": "PH25-07",
          "name": "Clueso",
          "url": "https://www.producthunt.com/products/clueso",
          "categoryId": "C08",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "YC官方列Founded 2023；2025是产品平台发布时间，不纳入2025—2026新公司。",
          "evidenceIds": [
            "PH25-E-07",
            "PH25-CLUESO-YC"
          ]
        },
        {
          "id": "PH25-08",
          "name": "YouMind",
          "url": "https://www.producthunt.com/products/youmind",
          "categoryId": "C08",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "联合创始人自述2024创业、获得种子投资并开发产品；按2025前已开展业务排除，精确法人成立日仍未核。",
          "evidenceIds": [
            "PH-YOUMIND-FOUNDER",
            "PH-YOUMIND-SEED"
          ]
        },
        {
          "id": "PH25-09",
          "name": "MGX（现Atoms）",
          "url": "https://www.producthunt.com/products/metagpt-x",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "公司公开主页自述Founded 2025并链接mgx.dev；官网沿革列2022—2023 MetaGPT、2024—2025 MGX、后续Atoms，条款技术服务方MetaGPT LLC。主页年份与技术/业务沿革的实体边界未消歧，暂不新增2025公司，不把更名或旧框架业绩直接归新主体。",
          "evidenceIds": [
            "PH-ATOMS-ABOUT",
            "PH-ATOMS-TIMELINE",
            "PH-ATOMS-ENTITY",
            "PH-ATOMS-PROFILE"
          ]
        },
        {
          "id": "PH25-10",
          "name": "Cloudflare Workers推广",
          "url": null,
          "categoryId": "C02",
          "kind": "promotion",
          "profileStatus": "archive-only",
          "status": "promotion",
          "note": "当前榜单推广位链接回年度榜单；不作为2025新公司或收入。",
          "evidenceIds": [
            "PH-2025-PAGE"
          ]
        },
        {
          "id": "PH25-11",
          "name": "Tool Finder",
          "url": "https://www.producthunt.com/products/tool-finder",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "创作者2023公告证明工具发现业务已存在，现行官网关联同一创始人与Keep Productive；按2025前既有业务排除，不将Est.2012当精确法律成立年，也不把目录收录的AI工具当自身主营。",
          "evidenceIds": [
            "PH25-E-11",
            "PH-TOOLFINDER-FOUNDER",
            "PH-TOOLFINDER-ABOUT"
          ]
        },
        {
          "id": "PH25-12",
          "name": "Chronicle: Cursor for Slides",
          "url": "https://www.producthunt.com/products/chronicle-6",
          "categoryId": "C08",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司公开主页列2021成立并关联同一演示软件域名，按自述年份排除，注册未独立核验；与Chronicle Labs分开，既有2023博客仍未读，不伪称完成该原文核查。",
          "evidenceIds": [
            "PH25-E-12",
            "PH-CHRONICLE-ACCESS",
            "PH-CHRONICLE-PROFILE"
          ]
        },
        {
          "id": "PH25-13",
          "name": "21st.dev",
          "url": "https://www.producthunt.com/products/21st-dev-the-npm-for-design-engineers",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "YC官方列Founded 2024、W26批次；发布年与加速器批次不改变成立年，不归新公司样本。",
          "evidenceIds": [
            "PH25-E-13",
            "PH25-21ST-YC"
          ]
        },
        {
          "id": "PH25-14",
          "name": "Aha",
          "url": "https://www.producthunt.com/products/aha-3",
          "categoryId": "C06",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网关联公司主页列2024成立，按自述年份排除；页脚Ahalab.ai Inc.，注册未独立核验。八位数ARR、创作者预算和效果宣传不入两年新公司观测；条款正文仍未读。",
          "evidenceIds": [
            "PH25-E-14",
            "PH-AHA-PROFILE",
            "PH-AHA-HOME",
            "PH-AHA-TERMS-ACCESS"
          ]
        },
        {
          "id": "PH25-15",
          "name": "Basalt",
          "url": "https://www.producthunt.com/products/basalt",
          "categoryId": "C03",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Hexa的2024-12-17公告已列同一域名、团队和AI评估部署业务；不因2025 PH发布算新公司。按既有业务排除，批次不当精确法律成立年，99%质量宣传未独立验证。",
          "evidenceIds": [
            "PH25-E-15",
            "PH-BASALT-2024"
          ]
        },
        {
          "id": "PH25-16",
          "name": "Framer AI Agents",
          "url": "https://www.producthunt.com/products/framer",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "当前推广卡片指向Framer；官网列2014成立，不作2025新公司或2025发布证据。",
          "evidenceIds": [
            "PH25-E-16",
            "PH-FRAMER-ABOUT"
          ]
        },
        {
          "id": "PH25-17",
          "name": "Tapflow 2.0",
          "url": "https://www.producthunt.com/products/tapflow",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同一知识商品工具已有2024-05-16的1.0发布记录，2025-05-28为2.0更新；作为既有业务排除，不凭版本发布新增2025公司。精确法人成立年、运营主体、AI主营与收入归属待核；不与同名招聘平台混用。",
          "evidenceIds": [
            "PH25-E-17",
            "PH-TAPFLOW-HISTORY"
          ]
        },
        {
          "id": "PH25-18",
          "name": "Musa",
          "url": "https://www.producthunt.com/products/musa-2",
          "categoryId": "C09",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Apple同一应用ID及卖方网址证明该产品2024已有发布，按既有业务排除，精确法律成立日未核；PH的2025发布不当首次上架。官网仅JavaScript外壳，业务由官方商店补核；内购、评价与健康宣传不当收入或独立效果。",
          "evidenceIds": [
            "PH25-E-18",
            "PH-MUSA-APPLE",
            "PH-MUSA-LOOKUP",
            "PH-MUSA-HOME-ACCESS"
          ]
        },
        {
          "id": "PH25-19",
          "name": "Trickle - Magic Canvas",
          "url": "https://www.producthunt.com/products/happycapy",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Trickle公开公司主页列2018成立，官网仍提供AI应用画布并链接Happycapy；Magic Canvas为既有业务更新，按自述年份排除。Happycapy是否同一法律主体未核，不把Trickle年份、收入和团队自动转移。",
          "evidenceIds": [
            "PH25-E-19",
            "PH-HAPPYCAPY-ABOUT",
            "PH-HAPPYCAPY-PRIVACY",
            "PH-TRICKLE-PROFILE",
            "PH-TRICKLE-HOME",
            "PH-HAPPYCAPY-HISTORY"
          ]
        }
      ]
    },
    {
      "id": "JQ-2026-targeted-1",
      "sourceId": "S10",
      "url": "https://www.jiqizhixin.com/",
      "accessedAt": "2026-10-30",
      "scope": "成立年关键词定向检索中选择的4篇2026 URL公司线索；三篇直达仅登录外壳，一篇读取失败。搜索摘录与已读全文分开，关联公司另用原始材料核对；非全部检索结果、非2025—2026全站档案。",
      "complete": false,
      "records": [
        {
          "id": "JQ26-01",
          "name": "PrismShadow / PenguinHarness",
          "url": "https://www.jiqizhixin.com/articles/2026-08-03-9",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "linked",
          "companyId": "AI075",
          "evidenceIds": [
            "JQ-PRISM",
            "PS-PROFILE",
            "PS-CODE"
          ],
          "note": "直达仅登录外壳；2025成立由公司公开主页补证，代码材料可读；成本和性能宣传未独立验证。"
        },
        {
          "id": "JQ26-02",
          "name": "Stargate",
          "url": "https://www.jiqizhixin.com/articles/2026-04-11-2",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "linked",
          "companyId": "AI076",
          "evidenceIds": [
            "JQ-STARGATE",
            "SG-START",
            "SG-JAN",
            "SG-APR"
          ],
          "note": "媒体直达读取失败；发起方2025公告称新公司，官方后续进度另列。合资与项目边界待核，投资及容量不当ARR。"
        },
        {
          "id": "JQ26-03",
          "name": "Safe Superintelligence（SSI）",
          "url": "https://www.jiqizhixin.com/articles/2026-08-25-12",
          "categoryId": "C01",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "evidenceIds": [
            "JQ-SSI",
            "SSI-HISTORY"
          ],
          "note": "媒体直达仅登录外壳；官方2024已有融资更新，按2025前已存在业务排除，精确注册日未核；融资不当收入。"
        },
        {
          "id": "JQ26-04",
          "name": "Utopai",
          "url": "https://www.jiqizhixin.com/articles/2026-10-06-4",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "evidenceIds": [
            "JQ-UTOPAI",
            "UTOPAI-HISTORY",
            "UTOPAI-FAQ"
          ],
          "note": "官网自述2022以Cybever成立、2025更名Utopai并转向影视制作；2026品牌/模型报道不作新公司成立年。作为既有业务排除；中文报道仍未读全文，融资估值、模型排名及未来片单不作收入。"
        }
      ]
    },
    {
      "id": "TC-2026-targeted-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/category/artificial-intelligence/",
      "accessedAt": "2026-10-30",
      "scope": "2026-10-30可读栏目首页中选取的3条公司线索；报道正文可读并追溯官方及当事方资料。Wabi由名录年份补证关联公司，DreamHQ与Thrive Holdings成立年仍待核；发布时点与注册年分开。非首页全部报道、全部分页或2025—2026完整档案。公开分类接口与RSS普通请求返回403，保留档案获取缺项。",
      "complete": false,
      "records": [
        {
          "id": "TC26-01",
          "name": "Dream（dreamhq.com建筑设计业务）",
          "url": "https://techcrunch.com/2026/10/29/ex-palantir-execs-launch-dream-with-17m-from-a16z-to-build-ai-world-models-for-construction/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "TC-DREAM",
            "DH-HOME",
            "DH-COMPANY",
            "YC-E-31258",
            "DH-PRESS"
          ],
          "note": "建筑设计及工程交付初分C07；媒体给成立线索，但官方本次未明确年份，保持待核。DreamHQ创始人与域名不同于公司表YC31258的摄像头业务，禁止按Dream名称去重或转移数据。 发布稿仅取得检索内容，直达不可读；项目开发价值不等公司收入。"
        },
        {
          "id": "TC26-02",
          "name": "Wabi",
          "url": "https://techcrunch.com/2026/10/29/wabi-the-ai-agent-that-builds-mini-apps-now-valued-at-1-25b-after-latest-round/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "TC-WABI",
            "WABI-HOME",
            "WABI-INVESTOR",
            "WABI-PROFILE",
            "WABI-DEALROOM",
            "WABI-BUILTIN",
            "WABI-TERMS"
          ],
          "note": "两个第三方公开名录均列2025成立并关联同一官方业务，按归因年份入表，精确注册日未核。官方条款当前免费，收入未知；订阅模板、融资及Replika历史业绩不当收入，团队口径差异保留。",
          "companyId": "AI077"
        },
        {
          "id": "TC26-03",
          "name": "Thrive Holdings",
          "url": "https://techcrunch.com/2026/10/29/openai-backed-thrive-holdings-acquires-adt/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "TC-THRIVE",
            "TH-ABOUT",
            "TH-OPENAI",
            "TH-ADT",
            "TH-LAUNCH",
            "TH-PROFILE"
          ],
          "note": "公司公开主页Founded 2025，结合官方发布及业务关联纳入AI079。按专业服务控股改造模式单列；收购/并表不等有机AI ARR，ADT拟收购尚未交割，精确注册与收入留缺。",
          "companyId": "AI079"
        }
      ]
    },
    {
      "id": "TC-2025-battlefield-targeted-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2025/12/29/the-32-top-enterprise-tech-startups-from-disrupt-startup-battlefield/",
      "accessedAt": "2026-10-30",
      "scope": "本篇2025-12-29企业竞赛报道的32项企业条目均已登记，并逐项尝试原始链接。成立年、AI主营、域名跳转和不可读正文分别留缺；仅完成该篇名单登记，不代表全部200参赛者或TechCrunch两年档案。",
      "complete": false,
      "records": [
        {
          "id": "TC25-BF-01",
          "name": "Billow AI Labs",
          "url": "https://www.ycombinator.com/companies/billow-ai-labs",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "TC-BF25",
            "TC-BF25-BILLOW",
            "BILLOW-HOME",
            "BILLOW-TERMS",
            "TCAL25-BILLOW-YC",
            "TCAL25-BILLOW-HOME"
          ],
          "note": "YC仅列S2026批次且无可读Founded字段；与2025发现线索的实体/时序待核。旧创业业绩、客户企业价值和交易量不作新公司收入。 官网与条款列Billow Labs, Inc.及软件/代理交付，未给成立年；服务和软件合同需分开核。 原2025总入口网址与本候选已据本轮原始跳转、路径链接或机构/公司反链对应；仅解决网页关联，精确法律主体/年份/收入缺项不因此消除。"
        },
        {
          "id": "TC25-BF-02",
          "name": "Cashew Research",
          "url": "https://www.cashewresearch.com/about",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC-BF25-CASHEW",
            "TC25-CASHEW-YEAR",
            "TCAL25-CASHEW-HOME",
            "TCAL25-CASHEW-ABOUT"
          ],
          "note": "公司公开主页列Founded 2018，链接cashewresearch.com，关联Calgary市场研究业务及Addy Graves。 按范围外既有业务排除，不新增2025—2026公司。公司自述非工商注册核验；与Cashew Labs分开，融资金额、受访人数和客户信心分数不作公司收入。 原2025总入口网址与本候选已据本轮原始跳转、路径链接或机构/公司反链对应；仅解决网页关联，精确法律主体/年份/收入缺项不因此消除。"
        },
        {
          "id": "TC25-BF-03",
          "name": "Dobs AI",
          "url": "https://www.linkedin.com/company/dobs-ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC-BF25-DOBS",
            "TCAL25-DOBS-HOME",
            "TCAL25-DOBS-PROFILE"
          ],
          "note": "公司主页自述2024成立，按范围外保留，不凭2025参赛新增公司；精确注册与财务未核。 原2025总入口网址与本候选已据本轮原始跳转、路径链接或机构/公司反链对应；仅解决网页关联，精确法律主体/年份/收入缺项不因此消除。"
        },
        {
          "id": "TC25-BF-04",
          "name": "Hypercubic",
          "url": "https://www.ycombinator.com/companies/hypercubic",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "TC-BF25",
            "TC-BF25-HYPER",
            "TCAL25-HYPER-YC",
            "TCAL25-HYPER-HOME"
          ],
          "note": "复用既有YC30879，2025年份由YC自述；当前主营复核为大型机开发维护工具，收入未知。 原2025总入口网址与本候选已据本轮原始跳转、路径链接或机构/公司反链对应；仅解决网页关联，精确法律主体/年份/收入缺项不因此消除。",
          "companyId": "YC30879"
        },
        {
          "id": "TC25-BF-05",
          "name": "Zinnia（getzinnia.ai线索）",
          "url": "https://www.getzinnia.ai/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC-BF25-ZINNIA",
            "TC25-ZINNIA-HEARST"
          ],
          "note": "HearstLab 2024-11-12原始公告已关联Lauren Goodell及getzinnia.com销售AI业务；按既有业务排除，不以公告日推成立日。旧域名重定向正文仍不可读，主体连续性留缺。"
        },
        {
          "id": "TC25-BF-06",
          "name": "AI Seer",
          "url": "https://aiseer.co/",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-06",
            "TC25-SEER-PROFILE"
          ],
          "note": "官网仅返回页面标题，正文未可读；另查公司公开主页补年份。 公司公开主页列Founded 2019，并链接aiseer.co。 按范围外既有业务排除，不新增2025—2026公司。"
        },
        {
          "id": "TC25-BF-07",
          "name": "Atlantix Portal",
          "url": "https://www.atlantix.cc/",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-07",
            "TC25-ATLANTIX-ARCHIVE-ACCESS",
            "TC25-ATLANTIX-POLICY",
            "TC25-ATLANTIX-PH2024",
            "TC25-ATLANTIX-ENTITY"
          ],
          "note": "官方PDF第1页自述2024-08-29政策、列ATLANTIX PORTAL L.L.C；当前官网政策关联同主体域名，产品平台列2024上线。按既有业务排除，精确注册及AI主营仍缺；不靠版权年份或域名注册推成立。"
        },
        {
          "id": "TC25-BF-08",
          "name": "Blok（现域名转Seldon）",
          "url": "https://www.joinblok.co/",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-08",
            "TC25-BLOK-YEAR"
          ],
          "note": "Correlation Ventures招聘名录列Blok founded in 2024，并链接joinblok.co。 按范围外既有业务排除，不新增2025—2026公司。投资机构名录不是独立工商登记；原Blok候选归既有业务，但当前域名转Seldon的法律连续性及品牌成立日仍留缺。"
        },
        {
          "id": "TC25-BF-09",
          "name": "Breakout",
          "url": "https://www.getbreakout.ai/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-09",
            "TC25-BREAKOUT-HISTORY"
          ],
          "note": "当前官方服务条款自述生效于2024-10-26，列Meaku, Inc. d/b/a Breakout及getbreakout.ai。 按范围外既有业务排除，不新增2025—2026公司。早期同品牌服务声明作为既有业务依据；政策日期不当精确注册年。客户销售管线、同名企业或创始人旧公司业绩不转为Breakout收入。"
        },
        {
          "id": "TC25-BF-10",
          "name": "CODA",
          "url": "https://www.codasign.ai/",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-10",
            "TC25-CODA-YEAR"
          ],
          "note": "公司公开主页列Founded 2023，关联codasign.ai、手语AI头像和Shani Bibi、Yosef Admoni。 按范围外既有业务排除，不新增2025—2026公司。与同名文档、零售和代码公司分开；无精确注册证明，手语翻译演示不当独立性能或收入核验。"
        },
        {
          "id": "TC25-BF-11",
          "name": "Collabwriting（现域名转Cluing）",
          "url": "https://collabwriting.com/",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-11",
            "TC25-COLLAB-PROFILE-ACCESS",
            "TC25-COLLAB-INTERVIEW",
            "TC25-COLLAB-2023-EVENT"
          ],
          "note": "主办方2023名单及2024创始人访谈证明原Collabwriting业务已存在，按既有业务排除；当前Cluing品牌与法律主体连续性仍待核，不把更名当新成立。"
        },
        {
          "id": "TC25-BF-12",
          "name": "Dextego",
          "url": "https://dextego.com/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-12",
            "TC25-DEXTEGO-PROFILE"
          ],
          "note": "官网描述实时销售辅导；营销效果、客户业绩和高管履历不作Dextego收入，成立年另据公司主页核对。 公司公开主页列Founded 2023，并链接dextego.com。 按范围外既有业务排除，不新增2025—2026公司。"
        },
        {
          "id": "TC25-BF-13",
          "name": "Elloe AI",
          "url": "https://elloe.ai/",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-13",
            "TC25-ELLOE-HISTORY"
          ],
          "note": "Elloe AI署名的2022-04-14公告公开检索内容关联Elloe.ai及Owen Sakawa，表明同品牌业务已早于2025。 按范围外既有业务排除，不新增2025—2026公司。直达正文不可读，本轮仅读取公开检索返回内容，不声称全文核对；不从融资公告推精确注册年。后续业务转型、融资和创始人旧业绩均不作新增公司或ARR。"
        },
        {
          "id": "TC25-BF-14",
          "name": "Elroi",
          "url": "https://www.elroi.ai/",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-14",
            "TC25-ELROI-YEAR"
          ],
          "note": "公开主页列Founded 2017并链接elroi.ai，描述数据和同意管理业务。 按范围外既有业务排除，不新增2025—2026公司。公司自述非注册证明；合规标识、数据量及用户分成不作公司收入。"
        },
        {
          "id": "TC25-BF-15",
          "name": "Etiq AI",
          "url": "https://etiq.ai/",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-15",
            "TC25-ETIQ-PROFILE"
          ],
          "note": "官网描述企业AI能力培训与工作结果验证；成立年另据公司主页核对，页面示例数字不当收入或独立性能测试。 公司公开主页列Founded 2019，官网为etiq.ai。 按范围外既有业务排除，不新增2025—2026公司。"
        },
        {
          "id": "TC25-BF-16",
          "name": "GRAVL",
          "url": "https://www.gravl.io/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-16",
            "TC25-GRAVL-YEAR"
          ],
          "note": "Techstars投资组合招聘页链接gravl.io，列founded in 2023，描述高校科研产品和服务平台。 按范围外既有业务排除，不新增2025—2026公司。名录年份非独立工商核验；高校预算缺口、研究经费和客户销售额均不作GRAVL收入。"
        },
        {
          "id": "TC25-BF-17",
          "name": "JustAI",
          "url": "https://justwords.ai/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-17",
            "TC25-JUSTAI-YC"
          ],
          "note": "YC列Founded 2024、W24，链接getjust.ai并保留2024 Just Words新闻；按既有业务排除。不与同名代理或语言App混用，主体注册未独立核验。"
        },
        {
          "id": "TC25-BF-18",
          "name": "KrosAI",
          "url": "https://krosai.com/",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-18",
            "TC25-KROSAI-YEAR"
          ],
          "note": "公司主页链接krosai.com，列Founded 2022及前品牌MoosbuOS。 按范围外既有业务排除，不新增2025—2026公司。品牌更名不新增公司；不与保加利亚同名宗教用品企业混用，电话号码、通话量和支持市场数不作收入。"
        },
        {
          "id": "TC25-BF-19",
          "name": "Libertify / Docustream",
          "url": "https://docustream.ai/",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-19",
            "TC25-LIBERTIFY-HISTORY",
            "TC25-LIBERTIFY-HOME"
          ],
          "note": "2024-05-04商会成员介绍已描述Libertify文档转视频业务并链接libertify.com。 按范围外既有业务排除，不新增2025—2026公司。用于证明原Libertify业务早于2025，不从成员日期推注册年；法国/香港主体与Docustream品牌边界仍待核。创始人Pixmania旧业务收入排除。"
        },
        {
          "id": "TC25-BF-20",
          "name": "Maisa",
          "url": "https://maisa.ai/",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-20",
            "TC25-MAISA-YEAR"
          ],
          "note": "主页列Founded 2024并链接maisa.ai，与数字员工业务相符。 按范围外既有业务排除，不新增2025—2026公司。不与Maisa Solutions或同名房地产、零售企业混用；厂商成本降低宣传不当独立评测或收入。"
        },
        {
          "id": "TC25-BF-21",
          "name": "Mappa",
          "url": "https://mappa.ai/",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-21",
            "TC25-MAPPA-YEAR"
          ],
          "note": "公司主页列Founded 2023，域名mappa.ai与招聘匹配业务一致。 按范围外既有业务排除，不新增2025—2026公司。不与日本同名动画公司混用；语音信号、招聘对象薪资和留存宣传不当收入。"
        },
        {
          "id": "TC25-BF-22",
          "name": "mAy-I",
          "url": "https://en.may-i.io/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-22",
            "TC25-MAYI-HISTORY"
          ],
          "note": "官网描述线下门店访客视觉分析，另查官网历史记录判断既有业务；版权年不作成立年。 官网公司页关联线下访客分析产品，并列2024年6月及2023年的业务新闻记录。 按范围外既有业务排除，不新增2025—2026公司。"
        },
        {
          "id": "TC25-BF-23",
          "name": "Mendo",
          "url": "https://mendo.cloud/",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-23",
            "TC25-MENDO-YEAR",
            "TCAL25-MENDO"
          ],
          "note": "公开公司主页列Founded 2021并链接mendo.cloud。 按范围外既有业务排除，不新增2025—2026公司。成立年非独立注册核验；客户员工参与、AI采用率与客户效果不作公司ARR。 原2025总入口网址与本候选已据本轮原始跳转、路径链接或机构/公司反链对应；仅解决网页关联，精确法律主体/年份/收入缺项不因此消除。"
        },
        {
          "id": "TC25-BF-24",
          "name": "Nimblemind",
          "url": "https://nimblemind.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-24",
            "TC25-NIMBLE-ABOUT",
            "TC25-NIMBLE-DIRECTORY",
            "TC25-NIMBLE-YEAR"
          ],
          "note": "公司公开主页列Founded 2024，链接nimblemind.ai，关联Pi Zonooz及临床数据整理业务。 按范围外既有业务排除，不新增2025—2026公司。年份为公司自述，非精确注册核验；与同名培训企业分开，患者覆盖、研究经费、客户效果和第三方推算均不作ARR。"
        },
        {
          "id": "TC25-BF-25",
          "name": "Plurall AI",
          "url": "https://www.plurall.info/",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-25",
            "TC25-PLURALL-YEAR",
            "TCAL25-PLURALL-INFO",
            "TCAL25-PLURALL-AI"
          ],
          "note": "公开主页列Founded 2024，链接plurall.ai，描述B2B反欺诈与深伪检测。 按范围外既有业务排除，不新增2025—2026公司。原官网plurall.info亦链接plurall.ai；准确率与测试演示未独立验证，不作公司收入。 原2025总入口网址与本候选已据本轮原始跳转、路径链接或机构/公司反链对应；仅解决网页关联，精确法律主体/年份/收入缺项不因此消除。"
        },
        {
          "id": "TC25-BF-26",
          "name": "PRVIEW",
          "url": "https://www.prview.ai/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-26",
            "TC25-PRVIEW-HOME",
            "TC25-PRVIEW-YEAR"
          ],
          "note": "公司公开主页列Founded 2024并链接prview.ai；动态称2025在Disrupt发布，并提到由Amplfi更名。 按范围外既有业务排除，不新增2025—2026公司。公司自述非注册核验；发布与更名不当新成立，奖项数量、客户公关效果和曝光不作公司收入。"
        },
        {
          "id": "TC25-BF-27",
          "name": "Rayda",
          "url": "https://www.rayda.co/",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-27",
            "TC25-RAYDA-YEAR"
          ],
          "note": "官网问答自述2022成立、2024转向全球IT设备生命周期业务。 按范围外既有业务排除，不新增2025—2026公司。转型不当新成立；页面自述盈利、设备采购额、创始人54gene历史和客户收益不当Rayda的已核ARR。"
        },
        {
          "id": "TC25-BF-28",
          "name": "Sponstar",
          "url": "https://sponstar.io/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-28",
            "TC25-SPONSTAR-PROFILE",
            "TC25-SPONSTAR-ACCELERATOR"
          ],
          "note": "公司主页自述2024成立；International Accelerator公告自述2025年2月成立、3月发布。两项原始材料冲突，保留pending-year；法律主体、品牌时间线与AI主营待核，不新增公司或收入。"
        },
        {
          "id": "TC25-BF-29",
          "name": "Unthread",
          "url": "https://unthread.io/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-29",
            "TC25-UNTHREAD-YEAR"
          ],
          "note": "YC页面列Founded 2021、S22，并关联unthread.io和Slack支持流程。 按范围外既有业务排除，不新增2025—2026公司。成立年为YC公司自述，精确注册未独立核验；批次与成立年分别保留，不把2025参赛年当成立年。"
        },
        {
          "id": "TC25-BF-30",
          "name": "Visualsyn",
          "url": "https://visualsyn.com/",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-30",
            "TC25-VISUALSYN-HISTORY"
          ],
          "note": "2024-11-25公司稿链接visualsyn.com，介绍Glinda AIMI，About段自述2020创立。 按范围外既有业务排除，不新增2025—2026公司。2025奖项或参赛不等成立年；公司稿和计划发布不当独立性能测试、商业交付或已确认收入。"
        },
        {
          "id": "TC25-BF-31",
          "name": "WeShop AI",
          "url": "https://www.weshop.ai/",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-31",
            "TC25-WESHOP-YEAR"
          ],
          "note": "主页列Founded 2023并链接weshop.ai，与电商图片和视频业务一致。 按范围外既有业务排除，不新增2025—2026公司。产品品牌、集团支持与独立法人成立仍须区分；商户数及MOGU历史收入不转作WeShop收入。"
        },
        {
          "id": "TC25-BF-32",
          "name": "ZETIC.ai",
          "url": "https://zetic.ai/",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC-BF25",
            "TC25-PRIMARY-32",
            "TC25-ZETIC-YEAR"
          ],
          "note": "主页列Founded 2024并链接zetic.ai，描述设备端AI部署。 按范围外既有业务排除，不新增2025—2026公司。不与zetic.be或其他同名咨询企业混用；模型速度、设备数量及厂商演示不当公司收入。"
        }
      ]
    },
    {
      "id": "TC-2026-ai-pages-3-4-targeted-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/category/artificial-intelligence/page/3/",
      "accessedAt": "2026-10-30",
      "scope": "从AI栏目第3—4页定向登记5项新线索，当前3项关联公司、1项范围外、1项待核；不是全部卡片、分页或两年档案。栏目动态顺序不能当固定完整名录。",
      "complete": false,
      "records": [
        {
          "id": "TC26-P34-01",
          "name": "Nirva",
          "url": "https://techcrunch.com/2026/10/22/nirva-raises-33m-for-a-pendant-that-only-listens-to-you/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "TC26-NIRVA",
            "NIRVA-LSVP",
            "NIRVA-HOME",
            "NIRVA-PROFILE"
          ],
          "note": "2025年成立（投资机构名录）；精确注册未核；成立2025来自Lightspeed投资名录；投资2026与成立分开。首饰硬件和持续软件服务须拆分；融资、等待名单及厂商情绪识别宣传不当收入或临床证据。",
          "companyId": "AI080"
        },
        {
          "id": "TC26-P34-02",
          "name": "Recursive（Recursive Superintelligence）",
          "url": "https://techcrunch.com/2026/10/21/recursive-launches-flint-a-laptop-coding-model-it-says-was-largely-built-by-AI/",
          "categoryId": "C01",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "TC26-RECURSIVE",
            "RECURSIVE-PROFILE",
            "RECURSIVE-FLINT",
            "RECURSIVE-HF",
            "RECURSIVE-CODE",
            "RECURSIVE-GV"
          ],
          "note": "2025—2026成立资料冲突；当前2026为公司主页自述，非精确注册核验；当前year按公司主页Founded 2026保留；媒体2025声明冲突，两者都在研究年份范围内，但精确沿革未解决。不得与AI050 Ricursive芯片设计公司合并。融资、估值、下载和星数不作收入。",
          "companyId": "AI081"
        },
        {
          "id": "TC26-P34-03",
          "name": "Elorian AI",
          "url": "https://techcrunch.com/2026/10/16/elorians-first-ai-model-wants-to-reason-with-images-not-just-about-them/",
          "categoryId": "C01",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "TC26-ELORIAN",
            "ELORIAN-PROFILE",
            "ELORIAN-MODELS",
            "ELORIAN-SUPPORT"
          ],
          "note": "2025年成立（公司公开主页自述）；精确注册日期未核；成立2025来自公司公开主页，支持页列Elorian AI, Inc.；发布、融资与成立分开。演示、融资、估值与创始人旧模型成绩均不当当前收入或独立性能验证。",
          "companyId": "AI082"
        },
        {
          "id": "TC26-P34-04",
          "name": "Laplace Intelligence",
          "url": "https://techcrunch.com/2026/10/19/laplace-intelligence-red-teams-robots-and-self-driving-cars-before-they-hit-the-real-world/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "evidenceIds": [
            "TC26-LAPLACE",
            "LAPLACE-HOME-ACCESS",
            "LAPLACE-DR"
          ],
          "note": "官网/原始年份资料尚未补足；第三方及报道仅作发现线索，保持年份待核，不新增公司或收入。"
        },
        {
          "id": "TC26-P34-05",
          "name": "Eka Robotics",
          "url": "https://techcrunch.com/2026/10/20/eka-is-worth-1-45-billion-thanks-to-a-physical-ai-model-that-has-experts-raving/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC26-EKA",
            "EKA-HOME",
            "EKA-MIT-CV-ACCESS",
            "EKA-MIT-CV-READ"
          ],
          "note": "MIT托管创始人履历第1页列2024年5月联合创办Eka Robotics，按早于2025的既有业务排除；不是精确注册证明。此前访问失败记录保留，不把2026融资或模型发布当新成立。"
        }
      ]
    },
    {
      "id": "KR-2026-targeted-1",
      "sourceId": "S11",
      "url": "https://www.36kr.com/p/4043538991797379",
      "accessedAt": "2026-10-30",
      "scope": "四项定向检索与相关段落补查：3项据原始资料关联公司，1项范围外；清析智研与发现文章的正文关联未确认，保留检索/直达差异。不是四篇全文、榜单或两年档案覆盖。",
      "complete": false,
      "records": [
        {
          "id": "KR26-01",
          "name": "清析智研",
          "url": "https://www.36kr.com/p/4043538991797379",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "archive-only",
          "status": "linked",
          "companyId": "AI083",
          "evidenceIds": [
            "KR-CLEER",
            "CLEER-GOV",
            "CLEER-HOME-ACCESS"
          ],
          "note": "检索摘要发现但当前直达未找到公司名；成立及业务由独立政府调研补证，官网不可读和媒体关联留缺。"
        },
        {
          "id": "KR26-02",
          "name": "星源智",
          "url": "https://eu.36kr.com/zh/p/3953252758748295",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI084",
          "evidenceIds": [
            "KR-XYZ",
            "XYZ-GOV",
            "XYZ-ABOUT"
          ],
          "note": "中文转载相关段落可读，成立另据政府与公司原始沿革；融资、三年目标和发布不当收入。"
        },
        {
          "id": "KR26-03",
          "name": "深朴智能",
          "url": "https://www.36kr.com/p/4043850978367360",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "KR-SIMPLE",
            "SIMPLE-CNINFO"
          ],
          "note": "文章列2025，交易当事方原始公告列2024-10-18登记，按范围外公司排除；保留年份差异，不把上市标的财务归新业务。"
        },
        {
          "id": "KR26-04",
          "name": "墨甲机器人（AiMOGA）",
          "url": "https://eu.36kr.com/zh/p/3954273153586820",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "KR-AIMOGA",
            "AIMOGA-HOME",
            "AIMOGA-CNINFO",
            "AIMOGA-WRC"
          ],
          "note": "交易当事方上市公告列成立2025-01-07，主体代码与官网相符；前三季度收入注明人民币及未经审计，历史期间值不当ARR。母公司早期项目、出货乘售价、产能及目标不作收入。",
          "companyId": "AI085"
        }
      ]
    },
    {
      "id": "TC-2026-ai-pages-5-6-targeted-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/category/artificial-intelligence/page/5/",
      "accessedAt": "2026-10-30",
      "scope": "AI第5—6页定向登记4家公司：2项原始资料显示早于2025，2项年份/原始可读资料待核。不是全部卡片、分页、200参赛者或两年档案覆盖；动态页面位置不构成固定全量名录。",
      "complete": false,
      "records": [
        {
          "id": "TC26-P56-01",
          "name": "Gudea",
          "url": "https://techcrunch.com/2026/10/14/gudea-leverages-ai-to-help-organizations-prevent-social-media-crises-before-they-erupt/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC56-GUDEA",
            "GUDEA-YEAR"
          ],
          "note": "官网列2023创立、2025迁址，按范围外既有公司登记；迁址、竞赛和融资不等新成立。"
        },
        {
          "id": "TC26-P56-02",
          "name": "Floqer",
          "url": "https://techcrunch.com/2026/10/14/floqers-ai-agents-help-b2b-revenue-teams-research-customers/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC56-FLOQER",
            "FLOQER-YEAR"
          ],
          "note": "公司主页列Founded 2024，按范围外公司登记；CRM、客户管线、融资及产品转型不作为2025—2026新成立依据。"
        },
        {
          "id": "TC26-P56-03",
          "name": "Honeyjar",
          "url": "https://techcrunch.com/2026/10/12/honeyjar-offers-ai-tools-to-improve-pr-and-comms-at-every-company/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "TC56-HONEY",
            "HONEY-HOME",
            "HONEY-COMPANY",
            "HONEY-PROFILE",
            "HONEY-PACKAGE",
            "HONEY-PACKAGE-TERMS"
          ],
          "note": "主字段2025与同页转发第三方2024冲突，主体沿革待核。一次性人工服务包附不自动续订的12个月席位，不以全额标价当ARR；未新增收入观测。"
        },
        {
          "id": "TC26-P56-04",
          "name": "Blueprints AI",
          "url": "https://techcrunch.com/2026/10/12/this-ai-startup-says-it-can-generate-permit-ready-blueprints-in-minutes/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "TC56-BLUEPRINTS",
            "BLUEPRINTS-PROFILE-ACCESS",
            "BLUEPRINTS-HOME-ACCESS"
          ],
          "note": "检索公司主页有2025字段，但直达429、官网不可读，原始成立和创始人更早建筑业务主体边界未核；保留候选，不把媒体价格或旧业务转为新公司收入。"
        }
      ]
    },
    {
      "id": "KR-2026-targeted-2",
      "sourceId": "S11",
      "url": "https://www.36kr.com/p/3973553316081920",
      "accessedAt": "2026-10-30",
      "scope": "三项硬氪报道相关段落定向补查，媒体及目录有2026线索但原始成立/主体仍待核，不新增主公司表。不是全部文章、榜单或两年档案。",
      "complete": false,
      "records": [
        {
          "id": "KR26B-01",
          "name": "合木智能",
          "url": "https://eu.36kr.com/zh/p/3963006194728324",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "KR-HEMU",
            "HEMU-REG-LEAD",
            "CNFOLLOW-HEMU-ECOSYSTEM",
            "CNFOLLOW-HEMU-BUDGET",
            "CNFOLLOW-HEMU-OLDINSTITUTE"
          ],
          "note": "报道和第三方目录有2026年5月线索，仍缺公司/孵化方原始成立与旧研究项目主体边界；模具服务、硬件和软件须拆分，融资不当收入。 后续原始研究院共建平台/政府2024机构记录及2025财政预算只能确认旧机构生态，不能代替新公司成立；600万拨款/三年2000万建设支持及1000万技术合同目标属于研究院预算，不是合木ARR。"
        },
        {
          "id": "KR26B-02",
          "name": "昆腾动力（Quantum Dynamics）",
          "url": "https://www.36kr.com/p/3917874427555457",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "KR-QUANTUM",
            "QUANTUM-REG-LEAD",
            "CNFOLLOW-QUANTUM-INVEST"
          ],
          "note": "报道与第三方目录有2026年线索，未取得公司或投资人原始成立资料；不与同名存储/新能源企业合并，旧任职团队及交易业务不继承。 后续云启官网注明部分被投，可读页未列本公司不作未投资证据；首投年份非成立，仍待原始注册/公司/投资全文。"
        },
        {
          "id": "KR26B-03",
          "name": "寰宇心生（WorldMind）",
          "url": "https://www.36kr.com/p/3973553316081920",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "KR-WORLDMIND",
            "CNFOLLOW-WORLDMIND-ACADEMIC"
          ],
          "note": "报道列2026年9月，原始登记和公司官网未取得；创始人论文、实验室成果、模型竞赛及融资须分别归属。 后续同济教师原始页确认任云帆个人研究履历，但未列公司成立或产品；不把大学论文/资源/竞赛成绩直接归为公司实测或收入。"
        }
      ]
    },
    {
      "id": "SR-2026-targeted-2",
      "sourceId": "S14",
      "url": "https://speedrun.a16z.com/companies/ontem",
      "accessedAt": "2026-10-30",
      "scope": "从公开名录定向8项并逐项关联公司，7项SR007及Bota SR006；不是该批次、全部名录或两年全量。投资机构选样，成立字段/团队/收入仍需独立核验。",
      "complete": false,
      "records": [
        {
          "id": "SR26B-01",
          "name": "Ontem",
          "url": "https://speedrun.a16z.com/companies/ontem",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI088",
          "evidenceIds": [
            "SR26-ONTEM",
            "SR26-ONTEM-HOME"
          ],
          "note": "Founded字段2026与批次/上线分开；官网交付和财务口径见公司记录，签约、管线及客户价值不作实际ARR。"
        },
        {
          "id": "SR26B-02",
          "name": "Cybernetic Physics",
          "url": "https://speedrun.a16z.com/companies/cybernetic-physics",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI089",
          "evidenceIds": [
            "SR26-CYBERNETIC-PHYSICS",
            "SR26-CYBERNETIC-PHYSICS-HOME"
          ],
          "note": "Founded字段2026与批次/上线分开；官网交付和财务口径见公司记录，签约、管线及客户价值不作实际ARR。"
        },
        {
          "id": "SR26B-03",
          "name": "Lazyweb",
          "url": "https://speedrun.a16z.com/companies/lazyweb",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI090",
          "evidenceIds": [
            "SR26-LAZYWEB",
            "SR26-LAZYWEB-HOME"
          ],
          "note": "Founded字段2026与批次/上线分开；官网交付和财务口径见公司记录，签约、管线及客户价值不作实际ARR。"
        },
        {
          "id": "SR26B-04",
          "name": "Bota",
          "url": "https://speedrun.a16z.com/companies/bota",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI091",
          "evidenceIds": [
            "SR26-BOTA",
            "SR26-BOTA-HOME"
          ],
          "note": "Founded字段2026与批次/上线分开；官网交付和财务口径见公司记录，签约、管线及客户价值不作实际ARR。"
        },
        {
          "id": "SR26B-05",
          "name": "Elu",
          "url": "https://speedrun.a16z.com/companies/elu",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI092",
          "evidenceIds": [
            "SR26-ELU",
            "SR26-ELU-HOME"
          ],
          "note": "Founded字段2026与批次/上线分开；官网交付和财务口径见公司记录，签约、管线及客户价值不作实际ARR。"
        },
        {
          "id": "SR26B-06",
          "name": "Athena（athena.lawyer）",
          "url": "https://speedrun.a16z.com/companies/athena",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI093",
          "evidenceIds": [
            "SR26-ATHENA",
            "SR26-ATHENA-HOME"
          ],
          "note": "Founded字段2026与批次/上线分开；官网交付和财务口径见公司记录，签约、管线及客户价值不作实际ARR。"
        },
        {
          "id": "SR26B-07",
          "name": "Tenera",
          "url": "https://speedrun.a16z.com/companies/tenera",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI094",
          "evidenceIds": [
            "SR26-TENERA",
            "SR26-TENERA-HOME"
          ],
          "note": "Founded字段2026与批次/上线分开；官网交付和财务口径见公司记录，签约、管线及客户价值不作实际ARR。"
        },
        {
          "id": "SR26B-08",
          "name": "PreMan",
          "url": "https://speedrun.a16z.com/companies/preman",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI095",
          "evidenceIds": [
            "SR26-PREMAN",
            "SR26-PREMAN-HOME"
          ],
          "note": "Founded字段2026与批次/上线分开；官网交付和财务口径见公司记录，签约、管线及客户价值不作实际ARR。"
        }
      ]
    },
    {
      "id": "TC-2025-battlefield-policy-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2025/12/31/the-10-top-government-legal-startups-from-disrupt-startup-battlefield/",
      "accessedAt": "2026-10-30",
      "scope": "按本篇当前正文11项逐条登记（标题称10项），逐项尝试原始官网；后续补证后1项关联公司、8项范围外/既有业务、2项年份或主体待核。仅本篇边界，不代表全部200参赛者或TechCrunch两年档案。",
      "complete": false,
      "records": [
        {
          "id": "TC25-POL-01",
          "name": "Aparti",
          "url": "https://www.aparti.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "TC25-POL-LIST",
            "TC25-POL-APARTI-HOME",
            "TC25-POL-APARTI-TERMS",
            "TC25-POL-APARTI-ANTLER",
            "TC25-POL-APARTI-YEAR-ACCESS",
            "FOLLOWUP-APARTI-YEAR",
            "FOLLOWUP-APARTI-HOME",
            "FOLLOWUP-APARTI-TERMS",
            "FOLLOWUP-APARTI-DEALROOM"
          ],
          "note": "公司主页现可读Founded 2025，域名/团队与官网及Antler对应，关联AI104；精确注册、人数及收入仍未核。CodeX直达仍Cache miss，不冒充其正文已读。",
          "companyId": "AI104"
        },
        {
          "id": "TC25-POL-02",
          "name": "Ascender Systems",
          "url": "https://ascendersystems.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC25-POL-LIST",
            "TC25-POL-ASCENDER-HOME"
          ],
          "note": "官网列2022原型及2023 Ascender项目，按既有业务保留范围外；法律登记未核，2025参赛不新增公司。"
        },
        {
          "id": "TC25-POL-03",
          "name": "Bot Mediation",
          "url": "https://botmediation.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC25-POL-LIST",
            "TC25-POL-BOT-HOME",
            "TC25-POL-BOT-TERMS",
            "TC25-POL-BOT-SEC-LEAD"
          ],
          "note": "2024条款及同名/同创始人历史申报线索指向既有业务，按范围外记录；精确注册年仍缺，SEC直达未成功。"
        },
        {
          "id": "TC25-POL-04",
          "name": "Depth AI",
          "url": "https://www.depth.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC25-POL-LIST",
            "TC25-POL-DEPTH-HOME",
            "TC25-POL-DEPTH-PROFILE"
          ],
          "note": "公司公开主页自述2021成立，域名一致，排除2025—2026新公司。官网正文空白保留访问缺项；不导入第三方估算收入。"
        },
        {
          "id": "TC25-POL-05",
          "name": "ILias AI",
          "url": "https://www.iliasai.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC25-POL-LIST",
            "TC25-POL-ILIAS-HOME",
            "TC25-POL-ILIAS-HISTORY"
          ],
          "note": "官网2022成立与2024研究所企业沿革均早于2025；不把CES 2025参展当成立年或重复公司。"
        },
        {
          "id": "TC25-POL-06",
          "name": "JustiGuide",
          "url": "https://justi.guide/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "TC25-POL-LIST",
            "TC25-POL-JUSTI-HOME",
            "TC25-POL-JUSTI-PRESS"
          ],
          "note": "官网媒体包Founded 2024与当前首页EST. 2026并存，产品/品牌与公司主体边界待核；不以2026页脚新增新公司。"
        },
        {
          "id": "TC25-POL-07",
          "name": "Orchestra（orchestraos.com）",
          "url": "https://orchestraos.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "TC25-POL-LIST",
            "TC25-POL-ORCH-HOME",
            "TC25-POL-ORCH-TEAM",
            "TC25-POL-ORCH-YC-DISTINCT"
          ],
          "note": "城市模型与公共安全/保险应用初分C07，成立年份未核。与YC32167的orchestra.ai推理云分开，不移用其2026年或团队资料。"
        },
        {
          "id": "TC25-POL-08",
          "name": "Ponderosa.ai",
          "url": "https://ponderosa.ai/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC25-POL-LIST",
            "TC25-POL-PONDEROSA-HOME",
            "TC25-POL-PONDEROSA-PROFILE"
          ],
          "note": "公司公开主页自述2021成立，按既有公司排除；无人机试验、合作和融资不作ARR。"
        },
        {
          "id": "TC25-POL-09",
          "name": "Pytho AI",
          "url": "https://www.pytho.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC25-POL-LIST",
            "TC25-POL-PYTHO-HOME",
            "TC25-POL-PYTHO-PROFILE",
            "TC25-POL-PYTHO-YEAR-ACCESS",
            "FOLLOWUP-PYTHO-PRESS-LINK",
            "FOLLOWUP-PYTHO-ORIGINAL-YEAR"
          ],
          "note": "官网链接原始创始人采访补2023年起步，归范围外既有业务，不以2025亮相新增公司；精确注册及实际财务仍未核。"
        },
        {
          "id": "TC25-POL-10",
          "name": "ShotHawk",
          "url": "https://shothawkai.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC25-POL-LIST",
            "TC25-POL-SHOTHAWK-HOME",
            "TC25-POL-SHOTHAWK-PROFILE"
          ],
          "note": "原域名仅占位页；同域名公司主页列2022成立，按既有公司排除，精确法律主体和历史年份差异留缺。"
        },
        {
          "id": "TC25-POL-11",
          "name": "Torch Systems",
          "url": "https://www.torchsystems.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "TC25-POL-LIST",
            "TC25-POL-TORCH-HOME",
            "TC25-POL-TORCH-PROFILE"
          ],
          "note": "公司主页当前自述2023，与检索缓存2021不同，均为范围外；不能把更名或2026融资当新公司，不与医疗Torch混同。"
        }
      ]
    },
    {
      "id": "TC-2025-battlefield-finance-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2025/12/28/the-14-fintech-real-estate-proptech-startups-from-disrupt-startup-battlefield/",
      "accessedAt": "2026-10-30",
      "scope": "本篇当前可见14项文字标题逐项登记并尝试官网，11项原始资料指向范围外或既有业务，3项成立/AI/主体待核；仅该篇名单，非全部200参赛者或两年档案。",
      "complete": false,
      "records": [
        {
          "id": "TC25-FIN-01",
          "name": "Clox AI",
          "url": "https://clox.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司公开主页列2024成立，按范围外保留；金融文档检测自述不等独立技术评测或公司收入。",
          "evidenceIds": [
            "TC25-FIN-LIST",
            "TC25-FIN-CLOX-HOME",
            "TC25-FIN-CLOX-YEAR"
          ]
        },
        {
          "id": "TC25-FIN-02",
          "name": "Cyphr（cyphrai.com）",
          "url": "https://www.cyphrai.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "机构名录列2022成立；当前主营资本准备度评分，以官网为准，不照旧报道直接记作CFO服务或同名设计公司。",
          "evidenceIds": [
            "TC25-FIN-LIST",
            "TC25-FIN-CYPHR-HOME",
            "TC25-FIN-CYPHR-YEAR"
          ]
        },
        {
          "id": "TC25-FIN-03",
          "name": "Identifee",
          "url": "https://identifee.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司公开主页列2019成立，排除新公司；银行存贷款、样例交易和客户增长不能当公司ARR。",
          "evidenceIds": [
            "TC25-FIN-LIST",
            "TC25-FIN-IDENTIFEE-HOME",
            "TC25-FIN-IDENTIFEE-YEAR"
          ]
        },
        {
          "id": "TC25-FIN-04",
          "name": "Kruncher",
          "url": "https://kruncher.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司页列2024成立；ACME与投资标的示例不转为Kruncher财务。",
          "evidenceIds": [
            "TC25-FIN-LIST",
            "TC25-FIN-KRUNCHER-HOME",
            "TC25-FIN-KRUNCHER-YEAR"
          ]
        },
        {
          "id": "TC25-FIN-05",
          "name": "Lootlock",
          "url": "https://www.lootlock.com/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官方2024条款证明更早业务，保留范围外；AI具体用途、法律注册日和收费收入仍未核。",
          "evidenceIds": [
            "TC25-FIN-LIST",
            "TC25-FIN-LOOTLOCK-HOME",
            "TC25-FIN-LOOTLOCK-TERMS"
          ]
        },
        {
          "id": "TC25-FIN-06",
          "name": "Muse（Muse Tax）",
          "url": "https://www.musetax.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官方列2022年2月创立，按既有公司排除；嵌入API服务与客户税务收益分开。",
          "evidenceIds": [
            "TC25-FIN-LIST",
            "TC25-FIN-MUSE-HOME",
            "TC25-FIN-MUSE-YEAR"
          ]
        },
        {
          "id": "TC25-FIN-07",
          "name": "ticker（tickerapp.io）",
          "url": "https://tickerapp.io/",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "官网超大响应、公司主页robots拒绝；主体、成立年及当前AI主营留缺，不据第三方收入估算纳入。",
          "evidenceIds": [
            "TC25-FIN-LIST",
            "TC25-FIN-TICKER-HOME-ACCESS",
            "TC25-FIN-TICKER-PROFILE-ACCESS"
          ]
        },
        {
          "id": "TC25-FIN-08",
          "name": "Genia（genia.design）",
          "url": "https://www.genia.design/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司页列2023成立；首页套餐和创始人结果收费自述并存，不能简单按席位或信用点推ARR，不与同名加拿大咨询业务合并。",
          "evidenceIds": [
            "TC25-FIN-LIST",
            "TC25-FIN-GENIA-HOME",
            "TC25-FIN-GENIA-YEAR"
          ]
        },
        {
          "id": "TC25-FIN-09",
          "name": "Investwise（learninvestwise.com）",
          "url": "https://www.learninvestwise.com/",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "原始链接502；未确认当前主营、AI相关性或成立年，不按名称匹配其他投资教育、地产或数据中心公司。",
          "evidenceIds": [
            "TC25-FIN-LIST",
            "TC25-FIN-INVESTWISE-HOME-ACCESS"
          ]
        },
        {
          "id": "TC25-FIN-10",
          "name": "Smart Bricks",
          "url": "https://smart-bricks.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "机构名录列2024成立；2026融资不新增公司，房产与贷款演示金额排除公司收入。",
          "evidenceIds": [
            "TC25-FIN-LIST",
            "TC25-FIN-SMARTBRICKS-HOME",
            "TC25-FIN-SMARTBRICKS-YEAR"
          ]
        },
        {
          "id": "TC25-FIN-11",
          "name": "Soundspace（soundspace.co）",
          "url": "https://soundspace.co/",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "官网条款可核场地预约/会员及SOUNDSPACE LLC；成立年和AI核心交付仍缺。第三方同名档案域名、年份不一致，暂不移用。",
          "evidenceIds": [
            "TC25-FIN-LIST",
            "TC25-FIN-SOUNDSPACE-HOME",
            "TC25-FIN-SOUNDSPACE-TERMS"
          ]
        },
        {
          "id": "TC25-FIN-12",
          "name": "Surfaice",
          "url": "https://www.surfaice.pro/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "投资方2024公告已确认同域名业务，保留范围外；当前交付含人工服务与软件，客户项目预算不等ARR。",
          "evidenceIds": [
            "TC25-FIN-LIST",
            "TC25-FIN-SURFAICE-HOME",
            "TC25-FIN-SURFAICE-INVESTOR"
          ]
        },
        {
          "id": "TC25-FIN-13",
          "name": "Unlisted Homes",
          "url": "https://unlistedhomes.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司主页列2022成立，排除新公司；物业估值与卖方成交金额不当公司ARR。",
          "evidenceIds": [
            "TC25-FIN-LIST",
            "TC25-FIN-UNLISTED-HOME",
            "TC25-FIN-UNLISTED-YEAR"
          ]
        },
        {
          "id": "TC25-FIN-14",
          "name": "Zown",
          "url": "https://zownhomes.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司页列2024成立，排除新公司；返佣模式须核净收入与成本，交易佣金也不自动视为持续软件ARR。",
          "evidenceIds": [
            "TC25-FIN-LIST",
            "TC25-FIN-ZOWN-HOME",
            "TC25-FIN-ZOWN-YEAR"
          ]
        }
      ]
    },
    {
      "id": "TC-2025-battlefield-biotech-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2025/12/24/the-9-top-biotech-startups-from-disrupt-startup-battlefield/",
      "accessedAt": "2026-10-30",
      "scope": "本篇9项文字标题均登记并逐项尝试原始官网，8项有研究年份之前的公司或业务资料，Avara/Lumos主体对应待核；逐项保留AI作用、研发阶段、不可读及收入缺项，不等全部参赛者或两年档案。",
      "complete": false,
      "records": [
        {
          "id": "TC25-BIO-01",
          "name": "CasNx",
          "url": "https://www.casnx.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "孵化方资料列2024成立，按范围外保留；CRISPR研究不直接认定AI业务或已获批疗法。",
          "evidenceIds": [
            "TC25-BIO-LIST",
            "TC25-BIO-CASNX-HOME",
            "TC25-BIO-CASNX-YEAR"
          ]
        },
        {
          "id": "TC25-BIO-02",
          "name": "Chipiron",
          "url": "https://www.chipiron.co/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网有2025前业务里程碑，非本轮新公司；属于医疗成像硬件中的AI，未来审批和商业化计划不当当前交付或ARR。",
          "evidenceIds": [
            "TC25-BIO-LIST",
            "TC25-BIO-CHIPIRON-HOME"
          ]
        },
        {
          "id": "TC25-BIO-03",
          "name": "Exactics",
          "url": "https://www.exacticsbiotech.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域名公司主页列2021成立，按既有公司排除；快速诊断不直接当AI或经常性软件收入。",
          "evidenceIds": [
            "TC25-BIO-LIST",
            "TC25-BIO-EXACTICS-HOME",
            "TC25-BIO-EXACTICS-YEAR"
          ]
        },
        {
          "id": "TC25-BIO-04",
          "name": "Lumos Strategies OÜ / Avara",
          "url": "https://avarabio.com/",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "同名主体登记2024可读，但Avara官网及条款正文为空；产品、运营者登记号与AI作用未闭合，保留主体/年份核查，不新增公司。",
          "evidenceIds": [
            "TC25-BIO-LIST",
            "TC25-BIO-AVARA-ACCESS",
            "TC25-BIO-AVARA-TERMS-ACCESS",
            "TC25-BIO-LUMOS-REGISTRY"
          ]
        },
        {
          "id": "TC25-BIO-05",
          "name": "Miraqules",
          "url": "https://www.miraqules.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网列2018起步，按既有业务排除；止血材料不能仅据生物技术类别归AI公司，模板内容及临床宣传未独立核。",
          "evidenceIds": [
            "TC25-BIO-LIST",
            "TC25-BIO-MIRAQULES-HOME"
          ]
        },
        {
          "id": "TC25-BIO-06",
          "name": "Nephrogen",
          "url": "https://www.nephrogenbiotech.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "YC成立2022与S2020批次时序冲突保留，但均早于研究年份；AI用于生物递送研发，赞助和未来治疗价值不作经常性软件收入。",
          "evidenceIds": [
            "TC25-BIO-LIST",
            "TC25-BIO-NEPHROGEN-HOME",
            "TC25-BIO-NEPHROGEN-YC"
          ]
        },
        {
          "id": "TC25-BIO-07",
          "name": "PraxisPro",
          "url": "https://www.praxispro.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司页列2023成立；按实际任务归生命科学专业商业软件，不视为新药研发或基础模型，不与其他Praxis同名公司合并。",
          "evidenceIds": [
            "TC25-BIO-LIST",
            "TC25-BIO-PRAXISPRO-HOME",
            "TC25-BIO-PRAXISPRO-YEAR"
          ]
        },
        {
          "id": "TC25-BIO-08",
          "name": "Reme-D",
          "url": "https://reme-d-inc.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网2024活动证明更早业务，按既有业务排除；机构年份直达失败留缺，AI用途和试剂/设备收入拆分未知。",
          "evidenceIds": [
            "TC25-BIO-LIST",
            "TC25-BIO-REMED-HOME",
            "TC25-BIO-REMED-HISTORY",
            "TC25-BIO-REMED-YEAR-ACCESS"
          ]
        },
        {
          "id": "TC25-BIO-09",
          "name": "Surgicure Technologies",
          "url": "https://www.surgicuretech.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始SEC申报列2019组织成立，排除新公司；气道固定器械不直接认定AI公司，融资、客户ROI与收入分开。",
          "evidenceIds": [
            "TC25-BIO-LIST",
            "TC25-BIO-SURGICURE-HOME",
            "TC25-BIO-SURGICURE-SEC"
          ]
        }
      ]
    },
    {
      "id": "SR-2025-targeted-models-1",
      "sourceId": "S14",
      "url": "https://speedrun.a16z.com/companies",
      "accessedAt": "2026-10-30",
      "scope": "定向8项Founded 2025详情页，分别SR005一项、SR006五项、SR007两项；非完整批次或两年全量，目录读取不足单列证据。",
      "complete": false,
      "records": [
        {
          "id": "SR25B-01",
          "name": "Hotbox",
          "url": "https://speedrun.a16z.com/companies/hotbox",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI096",
          "evidenceIds": [
            "SR25-HOTBOX",
            "SR25-HOTBOX-HOME"
          ],
          "note": "机构Founded 2025与批次分开；官网读取限制、法律主体和财务口径见公司及核查记录。"
        },
        {
          "id": "SR25B-02",
          "name": "OneGC",
          "url": "https://speedrun.a16z.com/companies/onegc",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI097",
          "evidenceIds": [
            "SR25-ONEGC",
            "SR25-ONEGC-HOME"
          ],
          "note": "机构Founded 2025与批次分开；官网读取限制、法律主体和财务口径见公司及核查记录。"
        },
        {
          "id": "SR25B-03",
          "name": "Omi Health",
          "url": "https://speedrun.a16z.com/companies/omi-health",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI098",
          "evidenceIds": [
            "SR25-OMI-HEALTH",
            "SR25-OMI-HEALTH-HOME"
          ],
          "note": "机构Founded 2025与批次分开；官网读取限制、法律主体和财务口径见公司及核查记录。"
        },
        {
          "id": "SR25B-04",
          "name": "First Voyage（Momo）",
          "url": "https://speedrun.a16z.com/companies/first-voyage",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI099",
          "evidenceIds": [
            "SR25-FIRST-VOYAGE",
            "SR25-FIRST-VOYAGE-HOME"
          ],
          "note": "机构Founded 2025与批次分开；官网读取限制、法律主体和财务口径见公司及核查记录。"
        },
        {
          "id": "SR25B-05",
          "name": "DRS",
          "url": "https://speedrun.a16z.com/companies/drs",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI100",
          "evidenceIds": [
            "SR25-DRS",
            "SR25-DRS-HOME"
          ],
          "note": "机构Founded 2025与批次分开；官网读取限制、法律主体和财务口径见公司及核查记录。"
        },
        {
          "id": "SR25B-06",
          "name": "Hammock",
          "url": "https://speedrun.a16z.com/companies/hammock",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI101",
          "evidenceIds": [
            "SR25-HAMMOCK",
            "SR25-HAMMOCK-HOME"
          ],
          "note": "机构Founded 2025与批次分开；官网读取限制、法律主体和财务口径见公司及核查记录。"
        },
        {
          "id": "SR25B-07",
          "name": "Cedar（招聘网络）",
          "url": "https://speedrun.a16z.com/companies/cedar",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI102",
          "evidenceIds": [
            "SR25-CEDAR",
            "SR25-CEDAR-HOME"
          ],
          "note": "机构Founded 2025与批次分开；官网读取限制、法律主体和财务口径见公司及核查记录。"
        },
        {
          "id": "SR25B-08",
          "name": "Loops AI（loopsai.com）",
          "url": "https://speedrun.a16z.com/companies/loops-ai",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI103",
          "evidenceIds": [
            "SR25-LOOPS-AI",
            "SR25-LOOPS-AI-HOME"
          ],
          "note": "机构Founded 2025与批次分开；官网读取限制、法律主体和财务口径见公司及核查记录。"
        }
      ]
    },
    {
      "id": "MR-2026-targeted-expansion-1",
      "sourceId": "S13",
      "url": "https://trustmrr.com/startup/llm-gateway",
      "accessedAt": "2026-10-30",
      "scope": "从公开排行榜/详情线索定向3项，各自关联平台产品记录；不是全平台或两年完整名录，经营者年份与法律成立分开。",
      "complete": false,
      "records": [
        {
          "id": "MR2B-01",
          "name": "LLM Gateway",
          "url": "https://trustmrr.com/startup/llm-gateway",
          "categoryId": "C02",
          "kind": "product",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "MR017",
          "evidenceIds": [
            "MR2-LLM-WEB",
            "MR2-LLM-MD",
            "MR2-LLM-HOME",
            "MR2-LLM-TERMS",
            "MR2-LLM-PRICE",
            "MR2-USD",
            "MR2-METHOD"
          ],
          "note": "成立年份为平台经营者资料；MRR为9月历史快照且连接过期，充值、使用、供应商成本和订阅须拆分，不能当当前纯SaaS净收入。"
        },
        {
          "id": "MR2B-02",
          "name": "Gomotion AI（TrustMRR iker）",
          "url": "https://trustmrr.com/startup/iker",
          "categoryId": "C08",
          "kind": "product",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "MR018",
          "evidenceIds": [
            "MR2-GOMO-WEB",
            "MR2-GOMO-MD",
            "MR2-USD",
            "MR2-METHOD"
          ],
          "note": "平台2026年7月起步字段，非工商确认；网页与Markdown缓存有不同同步时点，较早数值另列。"
        },
        {
          "id": "MR2B-03",
          "name": "Promptwise（promptwise.com）",
          "url": "https://trustmrr.com/startup/promptwise",
          "categoryId": "C08",
          "kind": "product",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "MR019",
          "evidenceIds": [
            "MR2-PROMPT-WEB",
            "MR2-PROMPT-MD",
            "MR2-PROMPT-HOME",
            "MR2-PROMPT-TERMS",
            "MR2-USD",
            "MR2-METHOD"
          ],
          "note": "平台团队为11—25范围，精确人数留空；收入快照与期间表金额不同，保留差异，不混入MRR或据此推断虚报。"
        }
      ]
    },
    {
      "id": "YC-AI-UNCLEAR-1",
      "sourceId": "S01",
      "url": "https://www.ycombinator.com/companies",
      "accessedAt": "2026-10-31",
      "scope": "原ai-unclear 192项按发现审计顺序首24项；当前官方公司资料、历史发布及可读官网复核，14新增、3复用、7 AI主营待核。本批外168项中OpenSEO已有较早复核，其余167项继续补核。",
      "complete": false,
      "records": [
        {
          "id": "YC-AI1-30193",
          "name": "Bud",
          "url": "https://www.ycombinator.com/companies/bud",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI070",
          "evidenceIds": [
            "UNCLEAR1-30193-YC"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。 复用已有公司。"
        },
        {
          "id": "YC-AI1-30238",
          "name": "Amby Health",
          "url": "https://www.ycombinator.com/companies/amby-health",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30238",
          "evidenceIds": [
            "UNCLEAR1-30238-YC",
            "UNCLEAR1-30238-LAUNCH1",
            "UNCLEAR1-30238-HOME"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。短信健康教练连接穿戴数据并主动跟进；历史业务为EMS病历审核与收费辅助。 当前官网可读但定价、医疗效果与付费未知；2025年EMS AI发布明确，不能把旧客户收入迁为当前公司收入。后续补证入表，原发现快照保持不变。"
        },
        {
          "id": "YC-AI1-30285",
          "name": "Karsa",
          "url": "https://www.ycombinator.com/companies/karsa",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR1-30285-YC",
            "UNCLEAR1-30285-LAUNCH1",
            "YCAIRE1-KARSA-LI",
            "YCAIRE1-KARSA-ROOT",
            "YCAIRE1-KARSA-APP"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。稳定币美元账户及跨境转移；公开业务描述未补足AI核心任务证据，市场目标不是用户量。 AI主营未确认，暂不计入公司表；不是确认排除或成立年未知。 后续公司LinkedIn自报2024，与原YC2025冲突并列；App开发者Serai, Inc.及旧版本不替法律登记。当前原官网仅钱包导出入口，不据此断言关闭；实际可用范围/资金与收费归属、AI主营仍待核。"
        },
        {
          "id": "YC-AI1-30333",
          "name": "TensorPool",
          "url": "https://www.ycombinator.com/companies/tensorpool",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30333",
          "evidenceIds": [
            "UNCLEAR1-30333-YC",
            "UNCLEAR1-30333-LAUNCH1"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。以CLI调度多云GPU训练任务及Spot任务恢复。 YC当前标记Acquired；官网仅取得标题，不确认独立经营。半价/约50%节省及每周5美元赠额是历史自述，非收入。后续补证入表，原发现快照保持不变。"
        },
        {
          "id": "YC-AI1-30343",
          "name": "Cedar",
          "url": "https://www.ycombinator.com/companies/cedar",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30343",
          "evidenceIds": [
            "UNCLEAR1-30343-YC",
            "UNCLEAR1-30343-LAUNCH1"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。当前为销售工作空间，连接CRM、客户上下文及销售流程；历史为应用内AI助手及产品分析。 当前官网只取得销售AI标题；分类主要依据YC当前公司自述。与已有AI102招聘Cedar按不同YC链接分开，不因重名合并。后续补证入表，原发现快照保持不变。"
        },
        {
          "id": "YC-AI1-30367",
          "name": "QFEX",
          "url": "https://www.ycombinator.com/companies/qfex",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR1-30367-YC",
            "UNCLEAR1-30367-LAUNCH1",
            "YCAIRE1-QFEX-MANAGED",
            "YCAIRE1-QFEX-TEM"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。全天候股票等交易平台；量化创始人履历与交易手续费不能证明AI为主营或给出AI收入分摊。 AI主营未确认，暂不计入公司表；不是确认排除或成立年未知。 后续管理账户策略为模型在历史实时行情的收益展示、非资金池审计回报，29.6%年化收益不是平台ARR。Tempus AI标的标签不是QFEX自身AI；实际收费/客户规模与AI交付仍待核。"
        },
        {
          "id": "YC-AI1-30408",
          "name": "Autostep",
          "url": "https://www.ycombinator.com/companies/autostep",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30408",
          "evidenceIds": [
            "UNCLEAR1-30408-YC",
            "UNCLEAR1-30408-LAUNCH1",
            "UNCLEAR1-30408-LAUNCH2",
            "UNCLEAR1-30408-HOME"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。观测知识工作流程、衡量成本和ROI，并识别和实施可自动化任务。 官网和2026年发布可读；2025为YC成立字段，不把2026产品发布当成立。客户浪费/节省和ROI示例不是Autostep收入，未独立验证监测效果。后续补证入表，原发现快照保持不变。"
        },
        {
          "id": "YC-AI1-30412",
          "name": "Bloom",
          "url": "https://www.ycombinator.com/companies/bloom-4",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30412",
          "evidenceIds": [
            "UNCLEAR1-30412-YC",
            "UNCLEAR1-30412-LAUNCH1",
            "UNCLEAR1-30412-HOME"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。通过对话构建原生移动应用及后端。 官网可读，Android标记早期访问；上线入口和厂商示例不证明实际商用规模。不与Bloomy合并；创始人旧应用及收购邀约不作本公司收入。后续补证入表，原发现快照保持不变。"
        },
        {
          "id": "YC-AI1-30420",
          "name": "Cua",
          "url": "https://www.ycombinator.com/companies/cua",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30420",
          "evidenceIds": [
            "UNCLEAR1-30420-YC",
            "UNCLEAR1-30420-LAUNCH1",
            "UNCLEAR1-30420-HOME"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。共享自备计算机/虚拟桌面及Agent访问、远程中继和跨设备会话。 当前官网明确不出租或托管计算机，云账单由客户自付；旧VM框架路线与现行共享服务分开。官网、公开仓库可读，未安装、运行或复现实验。后续补证入表，原发现快照保持不变。"
        },
        {
          "id": "YC-AI1-30428",
          "name": "Capacitive",
          "url": "https://www.ycombinator.com/companies/capacitive",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30428",
          "evidenceIds": [
            "UNCLEAR1-30428-YC",
            "UNCLEAR1-30428-LAUNCH1"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。为Agent提供数据网关、上下文和权限；历史产品为无代码Agent构建。 当前官网仅联系入口，主营依据YC自述；2025免费测试说明不证明当前开放、付费或数据权限控制有效。后续补证入表，原发现快照保持不变。"
        },
        {
          "id": "YC-AI1-30448",
          "name": "PgDog",
          "url": "https://www.ycombinator.com/companies/pgdog",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR1-30448-YC",
            "UNCLEAR1-30448-LAUNCH1",
            "UNCLEAR1-30448-HOME",
            "YCAIRE1-PGDOG-HOME",
            "YCAIRE1-PGDOG-ENTERPRISE"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。PostgreSQL分片/连接池；SQL解析、AI客户及创始人旧PostgresML经历不足以证明当前公司AI主营，融资不是收入。 AI主营未确认，暂不计入公司表；不是确认排除或成立年未知。 后续企业模块自述生产可用并含工程师/SLA支持，无公开合同金额；软件/人工服务分摊待核，吞吐和550万美元融资不作收入，SQL解析/AI客户不补足AI主营。"
        },
        {
          "id": "YC-AI1-30452",
          "name": "Better Auth",
          "url": "https://www.ycombinator.com/companies/better-auth",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR1-30452-YC",
            "UNCLEAR1-30452-LAUNCH1",
            "UNCLEAR1-30452-HOME",
            "YCAIRE1-BETTER-JOIN",
            "YCAIRE1-BETTER-ACQUIRER",
            "YCAIRE1-BETTER-PRICE",
            "YCAIRE1-BETTER-AGENT"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。TypeScript身份认证；官网确有Agent/MCP认证模块，但通用认证与AI设施的主营/收入占比未核，不因客户Logo或新模块直接入表。 AI主营未确认，暂不计入公司表；不是确认排除或成立年未知。 后续双方2026-07-07公告Vercel收购/团队加入，独立经营与交割细节未核；2024开源项目/YC2025公司化沿革分列。免费框架与原$20/月起管理设施/按量扩展拆分，Agent Auth文档明确开发中不稳定；AI专属合同、部署和收入占比待核，不继承Vercel营收。"
        },
        {
          "id": "YC-AI1-30454",
          "name": "Refresh",
          "url": "https://www.ycombinator.com/companies/refresh",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30454",
          "evidenceIds": [
            "UNCLEAR1-30454-YC",
            "UNCLEAR1-30454-LAUNCH1",
            "UNCLEAR1-30454-HOME"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。提供软件工程、计算机操作等可评分的强化学习训练环境。 官网可读，描述由专家建立及检查任务；未取得独立训练增益、完整任务集或客户合同，不将行业基准总分归公司。后续补证入表，原发现快照保持不变。"
        },
        {
          "id": "YC-AI1-30492",
          "name": "Prism",
          "url": "https://www.ycombinator.com/companies/prism",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI030",
          "evidenceIds": [
            "UNCLEAR1-30492-YC",
            "UNCLEAR1-30492-LAUNCH1",
            "UNCLEAR1-30492-LAUNCH2",
            "UNCLEAR1-30492-LAUNCH3"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。 复用已有公司。"
        },
        {
          "id": "YC-AI1-30494",
          "name": "Nixo",
          "url": "https://www.ycombinator.com/companies/nixo",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30494",
          "evidenceIds": [
            "UNCLEAR1-30494-YC",
            "UNCLEAR1-30494-LAUNCH1",
            "UNCLEAR1-30494-HOME"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。整合客户、代码与工作上下文，协调FDE交付，并以AI辅助需求接入。 官网可读；2025年100名FDE访谈不等付费用户，页面Salesforce年合同185000美元为示例客户对象，不是Nixo已确认收入。后续补证入表，原发现快照保持不变。"
        },
        {
          "id": "YC-AI1-30502",
          "name": "NODI Energy",
          "url": "https://www.ycombinator.com/companies/nodi-energy",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR1-30502-YC",
            "UNCLEAR1-30502-LAUNCH1",
            "UNCLEAR1-30502-LAUNCH2",
            "UNCLEAR1-30502-HOME",
            "YCAIRE2-NODI-COMMERCIAL",
            "YCAIRE2-NODI-VPP",
            "YCAIRE2-NODI-ABOUT"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。电池/分布式能源及历史AI硬件供电；属于AI产业邻接业务，当前模型/Agent核心交付未确认，容量管线和可退款预约金非收入。 AI主营未确认，暂不计入公司表；不是确认排除或成立年未知。 后续商用方案由NODI持有电池且含维护/保险，电网收入与客户分享；VPP首年最低£120是客户收益、不是平台ARR，协议/平台净费待核。about仍计划2026下半年推出，当前入口不等交付完成；使用习惯优化/旧AI供电背景不足补齐模型证据。"
        },
        {
          "id": "YC-AI1-30514",
          "name": "Scalar Field",
          "url": "https://www.ycombinator.com/companies/scalar-field",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30514",
          "evidenceIds": [
            "UNCLEAR1-30514-YC",
            "UNCLEAR1-30514-LAUNCH1",
            "UNCLEAR1-30514-LAUNCH2",
            "UNCLEAR1-30514-HOME"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。以Agent连接金融研究、回测及事件驱动交易执行。 2025年5月发布自述约800付费交易者、逾34000注册和74000美元符号月收入，期间/币种/经常性未给；不能升级MRR或当前ARR。2026约300ms执行为厂商自测，非独立收益证明。后续补证入表，原发现快照保持不变。"
        },
        {
          "id": "YC-AI1-30520",
          "name": "Synthetic Society",
          "url": "https://www.ycombinator.com/companies/synthetic-society",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30520",
          "evidenceIds": [
            "UNCLEAR1-30520-YC",
            "UNCLEAR1-30520-LAUNCH1"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。YC当前描述合成营销视频，2025年发布则为模拟用户进行应用QA。 当前官网只取得名称及申请加入，当前创意业务按YC自述暂分C08；历史AI测试业务明确，转型时间、独立法律主体和现行交付仍待核。后续补证入表，原发现快照保持不变。"
        },
        {
          "id": "YC-AI1-30536",
          "name": "Propolis",
          "url": "https://www.ycombinator.com/companies/propolis",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30536",
          "evidenceIds": [
            "UNCLEAR1-30536-YC",
            "UNCLEAR1-30536-LAUNCH1"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。用AI浏览器代理模拟用户、检查应用流程。 YC标记Acquired；当前官网读取502，不确认停服或收购条件。历史全覆盖和替代QA为厂商主张，首批赠礼不是付费客户证明。后续补证入表，原发现快照保持不变。"
        },
        {
          "id": "YC-AI1-30538",
          "name": "Den",
          "url": "https://www.ycombinator.com/companies/den",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30538",
          "evidenceIds": [
            "UNCLEAR1-30538-YC",
            "UNCLEAR1-30538-LAUNCH1",
            "UNCLEAR1-30538-HOME"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。当前站点为AI互动故事与聊天，历史为知识工作Agent协作空间。 YC链接getden.io重定向Den of Us，首页明确AI叙事；产品转型、实际经营主体及收入未核，不将历史Slack/Notion类空间当当前主营。创始人旧团队规模不迁入Den。后续补证入表，原发现快照保持不变。"
        },
        {
          "id": "YC-AI1-30556",
          "name": "Cascade Space",
          "url": "https://www.ycombinator.com/companies/cascade-space",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR1-30556-YC",
            "UNCLEAR1-30556-LAUNCH1",
            "UNCLEAR1-30556-LAUNCH2",
            "UNCLEAR1-30556-HOME",
            "YCAIRE2-CASCADE-DESIGNER",
            "YCAIRE2-CASCADE-ARRAY",
            "YCAIRE2-CASCADE-REPO"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。深空通信网络及工程设计软件；未找到明确AI核心业务依据，未来容量和地面站计划非收入。 AI主营未确认，暂不计入公司表；不是确认排除或成立年未知。 后续Designer明确射频链路预算/公式仿真和轨迹API、反链MIT标记SpaceLink公开库，未运行；2026Q4至2028阵列容量仍路线图，不按季度到达推已上线。通信硬件/容量与设计软件收入分开，未见AI主营或可比ARR。"
        },
        {
          "id": "YC-AI1-30560",
          "name": "Foundation Industries",
          "url": "https://www.ycombinator.com/companies/foundation-industries",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR1-30560-YC",
            "UNCLEAR1-30560-HOME",
            "YCAIRE2-FOUNDATION-HOME",
            "YCAIRE2-FOUNDATION-ABOUT"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。CNC机械制造；服务科技或硬件客户不能证明本公司AI主营，短交期宣传非AI能力验证。 AI主营未确认，暂不计入公司表；不是确认排除或成立年未知。 后续原about补自动化报价/编程/调度的描述，但仍缺模型或AI软件独立交付。门户为零件询价/付款/生产追踪，最快两日仅合条件订单，生产批次收入与订阅分开；不据自动化或客户类型确认AI。"
        },
        {
          "id": "YC-AI1-30592",
          "name": "Prox",
          "url": "https://www.ycombinator.com/companies/prox",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30592",
          "evidenceIds": [
            "UNCLEAR1-30592-YC",
            "UNCLEAR1-30592-LAUNCH1"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。为物流流程构建Agent，历史首用例为承运人索赔自动化。 当前YC描述空缺、官网超时，2025年公司发布提供AI业务依据；ShipBob包裹量及预期退款是客户规模/目标，非Prox收入，当前运营待核。后续补证入表，原发现快照保持不变。"
        },
        {
          "id": "YC-AI1-30604",
          "name": "Parametric",
          "url": "https://www.ycombinator.com/companies/parametric",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI014",
          "evidenceIds": [
            "UNCLEAR1-30604-YC",
            "UNCLEAR1-30604-LAUNCH1"
          ],
          "note": "原始ai-unclear；YC当前自报2025成立。沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。 复用已有公司。"
        }
      ]
    },
    {
      "id": "YC-AI-UNCLEAR-2",
      "sourceId": "S01",
      "url": "https://www.ycombinator.com/companies",
      "accessedAt": "2026-10-31",
      "scope": "原192项AI不明候选第25—48项，按原发现顺序读取YC当前资料、历史发布及可访问官网；13新增，11仍AI主营待核。两批48项加此前OpenSEO1项已有复核记录，其余143项继续补核。",
      "complete": false,
      "records": [
        {
          "id": "YC-AI2-30616",
          "name": "args",
          "url": "https://www.ycombinator.com/companies/args",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR2-30616-YC",
            "UNCLEAR2-30616-HOME",
            "YCAIRE2-ARGS-HOME",
            "YCAIRE2-ARGS-README"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。当前为代码托管/协作入口；首页含用户发布的AI项目不证明平台本身AI主营，YC短描述不足。 未入公司表，继续AI主营待核，不是确认范围外或成立年缺失。 后续原域用户页README出现gitdot及Rust/Apache2.0、无AI功能自述，重复于多个用户页；说明归属/品牌沿革仍待核，不直接认定公司改名或排除AI。根域AI用户项目非平台AI产品；原主仓库连续超时、设计说明不可读，收费与技术缺项保留。"
        },
        {
          "id": "YC-AI2-30619",
          "name": "Shor",
          "url": "https://www.ycombinator.com/companies/shor",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR2-30619-YC",
            "UNCLEAR2-30619-HOME",
            "YCAIRE3-SHOR-HOME",
            "YCAIRE3-SHOR-PRICE"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。国际薪酬/EOR与跨境支付服务；自动发薪和合规并不自动证明AI核心业务。页面工资、余额和平台费是演示，非公司实际经营数字。 未入公司表，继续AI主营待核，不是确认范围外或成立年缺失。 后续原始美元价表补19/工人月、EOR299/449及自有实体50—60，2%汇兑另列；工资/税/押金/演示非平台ARR。含法律雇佣与人工支持，AI主营未证。"
        },
        {
          "id": "YC-AI2-30631",
          "name": "Null Labs",
          "url": "https://www.ycombinator.com/companies/null-labs",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30631",
          "evidenceIds": [
            "UNCLEAR2-30631-YC",
            "UNCLEAR2-30631-HOME"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。为自主系统提供传感器仿真、合成图像数据及闭环测试设施。 官网明确感知模型数据与测试用途，据此补足AI设施依据；10倍边缘场景覆盖为厂商宣传，未运行或取得独立评测。 后续补证入表，非独立财务/技术审计。"
        },
        {
          "id": "YC-AI2-30635",
          "name": "Galactic Resource Utilization Space, Inc. (GRU Space)",
          "url": "https://www.ycombinator.com/companies/galactic-resource-utilization-space-inc-gru-space",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR2-30635-YC",
            "UNCLEAR2-30635-LAUNCH1",
            "UNCLEAR2-30635-LAUNCH2",
            "UNCLEAR2-30635-HOME",
            "YCAIRE3-GRU-RESERVE",
            "YCAIRE3-GRU-MEMBERSHIP"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。月球栖居/建造项目；自主原型、机器人远景及Nvidia计划不充分证明AI核心交付。2027/2029任务与2032酒店均为计划，观看量、原型成本及预约不是ARR。 未入公司表，继续AI主营待核，不是确认范围外或成立年缺失。 后续当前申请为资格审查后才可能预约押金、私下讨论价格；会员刻名/纪念砖/折扣无周期或金额，不推经常收入。2029/2031任务仍估计计划，白皮书仅嵌入页未阅读全文。"
        },
        {
          "id": "YC-AI2-30639",
          "name": "Signals",
          "url": "https://www.ycombinator.com/companies/signals",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30639",
          "evidenceIds": [
            "UNCLEAR2-30639-YC",
            "UNCLEAR2-30639-LAUNCH1"
          ],
          "note": "原ai-unclear，YC当前自报2026成立。以AI消息店员提供售后、客户关怀和复购推荐；历史发布以短信退换货服务起步。 当前官网iMessage/RCS及2026年AI礼宾发布可读；每会话约30美元复购增收、回复率和毛利提升属于客户业务，不是Signals收入。 后续补证入表，非独立财务/技术审计。"
        },
        {
          "id": "YC-AI2-30656",
          "name": "DeepGrove",
          "url": "https://www.ycombinator.com/companies/deepgrove",
          "categoryId": "C01",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "UNCLEAR2-30656-YC",
            "UNCLEAR2-30656-HOME",
            "YCAIRE3-DEEP-YC",
            "YCAIRE3-DEEP-LI",
            "YCAIRE3-DEEP-CARD",
            "YCAIRE3-DEEP-REPO"
          ],
          "note": "原ai-unclear初查仅取得设备智能口号；后续公司模型发布、Maple-Preview模型卡及反链MLX推理仓库补足AI核心交付，按模型研发C01关联。YC正文自报2025/Team3保留法律注册及人数时点限制；公开产物未独立运行，默认/FlashHead及CUDA/Apple环境区别保留，预览版Agent任务局限和实际合同/收入待核。原发现快照不回写。",
          "companyId": "YC30656"
        },
        {
          "id": "YC-AI2-30670",
          "name": "cocreate",
          "url": "https://www.ycombinator.com/companies/cocreate",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30670",
          "evidenceIds": [
            "UNCLEAR2-30670-YC",
            "UNCLEAR2-30670-LAUNCH1"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。用AI辅助备份、音画同步、代理文件及素材整理，输出至既有剪辑工具。 历史AI发布明确；当前官网本轮无法读取，不确认功能及商用规模。创始人作品播放量、项目耗时节省不作公司收入。 后续补证入表，非独立财务/技术审计。"
        },
        {
          "id": "YC-AI2-30692",
          "name": "Costream",
          "url": "https://www.ycombinator.com/companies/costream",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR2-30692-YC",
            "UNCLEAR2-30692-HOME",
            "YCAIRE3-COSTREAM-HOME",
            "YCAIRE3-COSTREAM-LI",
            "YCAIRE3-COSTREAM-NAMESAKE"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。YC一句话为数字产品索引人类对话，官网仅公司名与联系入口；数据用途、AI模型/产品及买家不明确。 未入公司表，继续AI主营待核，不是确认范围外或成立年缺失。 后续原公司LinkedIn反链.ai但无产品正文，原域仍仅联系页；同名.co.uk为营销机构，未证创始人/法人对应，不搬其AI能力/英镑价表/旧服务规模。工业SCADA目录标签不替本公司原始产品证据。"
        },
        {
          "id": "YC-AI2-30704",
          "name": "Albacore Inc.",
          "url": "https://www.ycombinator.com/companies/albacore-inc",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR2-30704-YC",
            "UNCLEAR2-30704-LAUNCH1",
            "UNCLEAR2-30704-HOME",
            "YCAIRE4-ALBACORE-HOME",
            "YCAIRE4-ALBACORE-TERMS"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。自主水下系统；已明确机器人/导航交付，但本轮资料未说明学习模型或AI核心实现，AI主营资格继续待核。创始人旧公司合同、采购履历和融资不能作本公司收入。 未入公司表，继续AI主营待核，不是确认范围外或成立年缺失。 后续原官网仅产品/融资及网站使用条款，未得采购/软件维护合同；650万美元种子融资非收入，导航软件描述仍未明确AI核心。"
        },
        {
          "id": "YC-AI2-30706",
          "name": "Solva",
          "url": "https://www.ycombinator.com/companies/solva",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30706",
          "evidenceIds": [
            "UNCLEAR2-30706-YC",
            "UNCLEAR2-30706-LAUNCH1",
            "UNCLEAR2-30706-HOME"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。以AI辅助保险理赔审核，当前官网扩展到保险风险与覆盖设施。 2025年理赔Agent及当前AI风险设施资料可读；官网150M保费、300000风险及160M融资为团队此前事业，不是Solva收入。认证仅自述，未查证报告。 后续补证入表，非独立财务/技术审计。"
        },
        {
          "id": "YC-AI2-30708",
          "name": "Perseus Defense",
          "url": "https://www.ycombinator.com/companies/perseus-defense",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR2-30708-YC",
            "UNCLEAR2-30708-LAUNCH1",
            "UNCLEAR2-30708-HOME",
            "YCAIRE4-PERSEUS-HOME",
            "YCAIRE4-PERSEUS-ARMY"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。自主反无人机实体系统；公开资料明确自动跟踪与制导，但尚未补足AI模型或核心AI业务证据，创始人机器学习履历不替代产品证据。成本宣传、访谈和合作意向不作收入。 未入公司表，继续AI主营待核，不是确认范围外或成立年缺失。 后续官网反链陆军2026-04-14原始报道确认4月产品参与现场试验，阶段仍实验/测试；不把多供应商系统能力归为该产品独有AI、试验当采购金额/经常收入。成本宣传非实际售价或订单。"
        },
        {
          "id": "YC-AI2-30777",
          "name": "Modelence",
          "url": "https://www.ycombinator.com/companies/modelence",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30777",
          "evidenceIds": [
            "UNCLEAR2-30777-YC",
            "UNCLEAR2-30777-LAUNCH1",
            "UNCLEAR2-30777-HOME"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。部署及托管应用后端、数据库与定时任务，并提供Agent接入及自动运维。 官网明确由Agent部署/运维并接入编码Agent，补足原短简介未有的AI设施描述；通用云/确定性自动化与AI贡献仍需拆分。CodeSignal500M是旧公司平台描述，非Modelence收入。 后续补证入表，非独立财务/技术审计。"
        },
        {
          "id": "YC-AI2-30781",
          "name": "Duranium",
          "url": "https://www.ycombinator.com/companies/duranium",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR2-30781-YC",
            "UNCLEAR2-30781-LAUNCH1",
            "UNCLEAR2-30781-HOME",
            "YCAIRE4-DURANIUM-HOME",
            "YCAIRE4-DURANIUM-TECH",
            "YCAIRE4-DURANIUM-CULTURE"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。金属生产工艺和工厂；未取得AI核心交付依据。2029产量份额及目标EBITDA率是预测，不是现有利润或收入。 未入公司表，继续AI主营待核，不是确认范围外或成立年缺失。 后续官网自述奥克兰首镁试验系统15吨/年铭牌容量已运行，其他2027/2028试验/商业工厂仍计划；铭牌非实际销量。招聘页确称内部用AI但未述面客AI产品/关键模型，不据AI工具/未来利润率确认主营或ARR。"
        },
        {
          "id": "YC-AI2-30786",
          "name": "Munify",
          "url": "https://www.ycombinator.com/companies/munify",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR2-30786-YC",
            "UNCLEAR2-30786-HOME",
            "YCAIRE4-MUNIFY-HOME",
            "YCAIRE4-MUNIFY-PRICE",
            "YCAIRE4-MUNIFY-TERMS",
            "YCAIRE4-MUNIFY-PRESS"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。跨境金融账户/支付；稳定币及区块链不等AI主营，.ai域名不作入表证据。客户资金、费率和投资人不是已核收入。 未入公司表，继续AI主营待核，不是确认范围外或成立年缺失。 后续套餐原$7.99/19.99未标周期/明确币种，不按月年化；套餐与交易净费/第三方分摊待核。Munify Corporation条款/2025原则性牌照批准属自述非注册监管复核；450万融资、旧Huspy70亿交易和市场汇款非自身收入。部分功能Soon与下载入口并存，实际可用待核。"
        },
        {
          "id": "YC-AI2-30798",
          "name": "Ruvo",
          "url": "https://www.ycombinator.com/companies/ruvo",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR2-30798-YC",
            "UNCLEAR2-30798-LAUNCH1",
            "UNCLEAR2-30798-HOME",
            "YCAIRE5-RUVO-PRICE",
            "YCAIRE5-RUVO-TERMS"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。Ruvo/Cacao同一YC业务链为美元/雷亚尔账户与支付；币种转换和自动结算不等AI主营，历史费率与客户资金不作ARR。 未入公司表，继续AI主营待核，不是确认范围外或成立年缺失。 后续条款列Ruvo Financial Inc./Cacao两级控股，补品牌法律链自述但非独立登记；现按交易收费、无维护费，客户4.3%可变收益不是平台ARR，实际净费和AI交付未核。"
        },
        {
          "id": "YC-AI2-30821",
          "name": "Efference",
          "url": "https://www.ycombinator.com/companies/efference",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30821",
          "evidenceIds": [
            "UNCLEAR2-30821-YC",
            "UNCLEAR2-30821-LAUNCH1",
            "UNCLEAR2-30821-HOME"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。机器人视觉相机、联网与远端推理/训练设施。 2025年学习型深度感知相机发布与当前远端算力路线分开；旧预购称三月交货，当前Stereo标2026年12月，实际交付未核，不将预订或客户成本节省作收入。 后续补证入表，非独立财务/技术审计。"
        },
        {
          "id": "YC-AI2-30846",
          "name": "Parse",
          "url": "https://www.ycombinator.com/companies/parse-bot",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30846",
          "evidenceIds": [
            "UNCLEAR2-30846-YC",
            "UNCLEAR2-30846-LAUNCH1",
            "UNCLEAR2-30846-HOME"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。由Agent将网站操作转成可调用API/MCP工具，后续执行以网络请求而非持续浏览器控制完成。 官网明确Agent构建及修复API；100倍速度为厂商宣传，旧35000用户不等付费。登录API为付费计划早期测试，企业复杂登录含服务，未运行或取得完整覆盖验证。 后续补证入表，非独立财务/技术审计。"
        },
        {
          "id": "YC-AI2-30857",
          "name": "Aspect",
          "url": "https://www.ycombinator.com/companies/aspect-inc",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30857",
          "evidenceIds": [
            "UNCLEAR2-30857-YC",
            "UNCLEAR2-30857-LAUNCH1",
            "UNCLEAR2-30857-LAUNCH2",
            "UNCLEAR2-30857-HOME"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。集中存储和流式访问媒体文件，以Agent搜索、整理及协作审片。 2025及2026发布、当前官网可读；演示库、素材大小和旧团队10000小时经验不等客户规模或公司收入，免费迁移不证明无实施成本。 后续补证入表，非独立财务/技术审计。"
        },
        {
          "id": "YC-AI2-30874",
          "name": "Minro",
          "url": "https://www.ycombinator.com/companies/minro",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30874",
          "evidenceIds": [
            "UNCLEAR2-30874-YC",
            "UNCLEAR2-30874-HOME"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。从产品行为丰富用户上下文、识别流失风险并生成个性化挽留触达。 YC自述约80%身份匹配、预测风险和撰写触达，官网自然语言分析及Agent功能；准确率、留存增益和身份关联未独立核验，候补名单与Logo不等付费用户。 后续补证入表，非独立财务/技术审计。"
        },
        {
          "id": "YC-AI2-30881",
          "name": "Wardstone",
          "url": "https://www.ycombinator.com/companies/wardstone",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30881",
          "evidenceIds": [
            "UNCLEAR2-30881-YC",
            "UNCLEAR2-30881-LAUNCH1",
            "UNCLEAR2-30881-HOME"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。模块化拦截硬件平台；历史公司发布含红外计算机视觉的自动化演示。 按明确历史CV演示补足AI相关依据；当前模块平台的模型实现和AI占比待核。300万美元SBIR为寻求支持的申请，不是已授予资助或公司收入；不提供系统工程评估。 后续补证入表，非独立财务/技术审计。"
        },
        {
          "id": "YC-AI2-30904",
          "name": "Tensr",
          "url": "https://www.ycombinator.com/companies/tensr",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30904",
          "evidenceIds": [
            "UNCLEAR2-30904-YC",
            "UNCLEAR2-30904-LAUNCH1",
            "UNCLEAR2-30904-LAUNCH2",
            "UNCLEAR2-30904-HOME"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。以机器人制造机器人，并以生产数据训练规划和运行生产的模型。 当前官网工厂与学习系统路线、2026年发布可读；24小时全流程为目标，实际订单、工厂面积和ISS合作均为公司自述。旧学校科研赞助不作本公司收入，未取得白皮书正文。 后续补证入表，非独立财务/技术审计。"
        },
        {
          "id": "YC-AI2-30905",
          "name": "Travo",
          "url": "https://www.ycombinator.com/companies/travo",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30905",
          "evidenceIds": [
            "UNCLEAR2-30905-YC",
            "UNCLEAR2-30905-LAUNCH1",
            "UNCLEAR2-30905-HOME"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。用AI通过网络、邮件和电话聚合房地产所有权、价格、分区及经营数据。 当前YC简介为点号、官网无可读正文，2026年公司发布提供明确业务依据；客户300万以上拟购资产与2000亿以上基金规模不是Travo收入，当前运营待核。 后续补证入表，非独立财务/技术审计。"
        },
        {
          "id": "YC-AI2-30922",
          "name": "Selfin",
          "url": "https://www.ycombinator.com/companies/selfin",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR2-30922-YC",
            "UNCLEAR2-30922-LAUNCH1",
            "UNCLEAR2-30922-HOME",
            "YCAIRE5-SELFIN-LI",
            "YCAIRE5-SELFIN-INVEST"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。预测市场流动性及事件风险合同；服务AI云客户的风险示例不证明Selfin自身AI主营，合约资金、名义敞口和估值目标不等公司收入。 未入公司表，继续AI主营待核，不是确认范围外或成立年缺失。 后续投资方原组合页旧AI银行/个人理财路线与公司较新机构流动性电子交易台定位分列，原域仍无正文。大额交易示例/客户AI算力敞口不是成交或自身AI主营，合同净费待核。"
        },
        {
          "id": "YC-AI2-30933",
          "name": "Nucleo",
          "url": "https://www.ycombinator.com/companies/nucleo",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30933",
          "evidenceIds": [
            "UNCLEAR2-30933-YC",
            "UNCLEAR2-30933-LAUNCH1",
            "UNCLEAR2-30933-HOME"
          ],
          "note": "原ai-unclear，YC当前自报2025成立。以AI分析CT影像、量化身体成分和病灶并辅助肿瘤工作流。 2025年发布与当前官网可读；98%专家一致、2500倍分割速度为厂商研究主张，未取得独立临床验证、监管许可或付费合同。医院合作标志不等收入，临床目标不当已证疗效。 后续补证入表，非独立财务/技术审计。"
        }
      ]
    },
    {
      "id": "YC-AI-UNCLEAR-3",
      "sourceId": "S01",
      "url": "https://www.ycombinator.com/companies",
      "accessedAt": "2026-10-31",
      "scope": "原192项AI不明第49—72项按原发现顺序补核；12新增、12仍AI主营待核。三批72项及此前OpenSEO1项有后续记录，另外119项继续补核。",
      "complete": false,
      "records": [
        {
          "id": "YC-AI3-30959",
          "name": "Kalpa Labs",
          "url": "https://www.ycombinator.com/companies/kalpa-labs",
          "categoryId": "C01",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30959",
          "evidenceIds": [
            "UNCLEAR3-30959-YC",
            "UNCLEAR3-30959-LAUNCH1",
            "UNCLEAR3-30959-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。研发统一识别、合成和语音上下文任务的通用语音模型，当前公开TTS API。 当前官网kalpa-tts-1英/印地语、11音色及三个月1000免费分钟；旧800M—4.8B模型、200万小时数据与千美元以下训练成本均自述。官网转引的榜单未在本轮独立核，不作通用能力排名。 后续补证入表，非完成财务/技术审计。"
        },
        {
          "id": "YC-AI3-30964",
          "name": "Sava Trust Company",
          "url": "https://www.ycombinator.com/companies/sava-trust-company",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "UNCLEAR3-30964-YC",
            "UNCLEAR3-30964-LAUNCH1",
            "UNCLEAR3-30964-HOME",
            "YCAIRE5-SAVA-PRESS",
            "YCAIRE5-SAVA-ACCESS"
          ],
          "note": "原ai-unclear初查仅信托短描述；后续2026-10-28发布者原始新闻稿明确AI Agent信托行政任务并经人工信托官审核，按专业金融服务C07关联。原YC公司自报2025/Team8保留，当前直达官网不可读/YC无正文，不称本轮注册复核。软件母体与受托LLC分列但不重复计公司，固定年费含受托/人工、金额/合同/付费数/实际ARR仍缺；融资/市场及旧机构AUM不归本公司。",
          "companyId": "YC30964"
        },
        {
          "id": "YC-AI3-30973",
          "name": "General Astronautics",
          "url": "https://www.ycombinator.com/companies/generalastro",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR3-30973-YC",
            "UNCLEAR3-30973-LAUNCH1",
            "UNCLEAR3-30973-HOME",
            "YCAIRE5-GENERAL-HOME",
            "YCAIRE5-GENERAL-YC",
            "YCAIRE5-GENERAL-LI"
          ],
          "note": "原ai-unclear，YC自报2025年成立。太空实验/制造机器人，当前口号含superintelligent，但官网只有联系入口，历史仅自主实验流程；学习模型/AI核心业务仍需补证。宇航员工时成本不作公司收入。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。 后续YC原文仍自报2025/4人；原域直达短页与索引长愿景不同，招聘跳转不可读。公司参会/赞助和NASA人员致辞不等采购；感知决策愿景、旧机构研究或宇航员工时不替AI产品与收入证据。"
        },
        {
          "id": "YC-AI3-30978",
          "name": "Miniswap",
          "url": "https://www.ycombinator.com/companies/miniswap",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR3-30978-YC",
            "UNCLEAR3-30978-LAUNCH1",
            "UNCLEAR3-30978-HOME",
            "YCAIRE6-MINISWAP-HOME",
            "YCAIRE6-MINISWAP-FEES",
            "YCAIRE6-MINISWAP-CONFLICT"
          ],
          "note": "原ai-unclear，YC自报2025年成立。桌游微缩模型市场及目录匹配；自动填表/结构化商品目录不单独证明AI主营，商品标价与交易额不等平台收入。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。 后续费用页7%仅商品成交价，Stripe处理按含运税总额另列；7月费用规则有取消率调费，与6月比较页无惩罚档说法分列。挂牌/卖家结算/推荐赠额不作ARR，自动目录匹配仍未证明AI主营。"
        },
        {
          "id": "YC-AI3-30992",
          "name": "Amera",
          "url": "https://www.ycombinator.com/companies/amera",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC30992",
          "evidenceIds": [
            "UNCLEAR3-30992-YC",
            "UNCLEAR3-30992-LAUNCH1",
            "UNCLEAR3-30992-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。以AI结构化杂乱医疗索赔数据并自动路由、校验和处理。 官网明确AI分析/路由，声明99%以上数据准确和85%以上自动裁决；20—30%成本节省及约10万会员为客户覆盖/成果，不是付费客户数或公司收入。 后续补证入表，非完成财务/技术审计。"
        },
        {
          "id": "YC-AI3-31003",
          "name": "Voltair",
          "url": "https://www.ycombinator.com/companies/voltair",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "UNCLEAR3-31003-YC",
            "UNCLEAR3-31003-LAUNCH1",
            "UNCLEAR3-31003-LAUNCH2",
            "UNCLEAR3-31003-HOME",
            "YCAIRE6-VOLTAIR-HOME",
            "YCAIRE6-VOLTAIR-UW",
            "YCAIRE6-VOLTAIR-CLIENT",
            "YCAIRE6-VOLTAIR-HN"
          ],
          "note": "原ai-unclear初查未明确AI任务；后续大学原始2025项目描述明确AI引导巡检，结合当前同品牌产品、创始人HN服务说明与KCEC使用报道，按智能实体巡检C10关联。AI模型具体实现/现版本沿革仍缺，技术仅描述。原YC2025/Team5自报保留，本轮YC无正文；旧电线充电转地面站，按杆塔服务含现场运营，不作纯软件ARR。客户另用Firescape的AI不归Voltair，未新增收入。",
          "companyId": "YC31003"
        },
        {
          "id": "YC-AI3-31004",
          "name": "Dome",
          "url": "https://www.ycombinator.com/companies/dome",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR3-31004-YC",
            "UNCLEAR3-31004-LAUNCH1",
            "UNCLEAR3-31004-HOME",
            "YCAIRE6-DOME-ACQUIRE",
            "YCAIRE6-DOME-PARTNER"
          ],
          "note": "原ai-unclear，YC自报2025年成立。预测市场统一API；YC Inactive，官网无可读正文。开发者API和AI客户关系不证明AI主营，资金/成交量非ARR。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。 后续原站搜索缓存2月19日收购公告称当日取消付费订阅、3月31日后支持不保证；不把旧报价延续当前ARR或推实际停服/零收入。另OpenServ整合单篇9月3日与目录10月30日不同，整合方AI不证API自身AI，日期/重启收费待核。"
        },
        {
          "id": "YC-AI3-31016",
          "name": "Crosslayer Labs",
          "url": "https://www.ycombinator.com/companies/crosslayer-labs",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR3-31016-YC",
            "UNCLEAR3-31016-LAUNCH1",
            "UNCLEAR3-31016-HOME",
            "YCAIRE6-CROSSLAYER-HOME",
            "YCAIRE6-CROSSLAYER-RESEARCH",
            "YCAIRE6-CROSSLAYER-TERMS"
          ],
          "note": "原ai-unclear，YC自报2025年成立。网站/API基础设施安全监测及多层信号关联；创始人AI安全研究不替代当前产品AI核心证据。标准覆盖网站/证书量不当公司客户或收入。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。 后续按网站/API网络安全交付纠正候选分类为C04，AI资格不变；条款运营者Crosslayer Labs, Inc./新泽西是自述非登记。旧2018研究/证书标准覆盖不当新公司客户或收入，人工安全评估/监测净费缺项保留。"
        },
        {
          "id": "YC-AI3-31021",
          "name": "Zephyr Fusion",
          "url": "https://www.ycombinator.com/companies/zephyr-fusion",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR3-31021-YC",
            "UNCLEAR3-31021-LAUNCH1",
            "YCAIRE7-ZEPHYR-YC",
            "YCAIRE7-ZEPHYR-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。空间聚变电源；给数据中心/AI计算供电属于邻接用途，未取得自身AI核心交付依据。未来功率/工厂或行业成本不是收入。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。 后续原YC/官网仍轨道电源研发愿景，数据中心是潜在买家非自身AI产品；参照设施成本/国立机构旧成果与未来功率不作当前营收，动画零值不当零产量。"
        },
        {
          "id": "YC-AI3-31040",
          "name": "CatchBack Cards",
          "url": "https://www.ycombinator.com/companies/catchback-cards",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR3-31040-YC",
            "UNCLEAR3-31040-LAUNCH1",
            "YCAIRE7-CATCH-YC",
            "YCAIRE7-CATCH-LI",
            "YCAIRE7-CATCH-TERMS",
            "YCAIRE7-CATCH-FAQ"
          ],
          "note": "原ai-unclear，YC自报2025年成立。收藏卡数字包及实物交易平台；个性化概率、密码学工具和市场活动不证明AI主营，卡片GMV/回购额非净收入。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。 后续YC历史自称700用户/原$13K MRR，币种/截止日/经常净费定义不足；公司/投资者分别称7.5万收藏者、50万开包、780万融资及旧25K→60K→175K月GMV，不能互换或据此判造假。10月条款每笔1原$/仓储月费/拍卖费分开，当前FAQ变更Venmo/免费运送边界；仍无核心AI交付，不纳收入图表。"
        },
        {
          "id": "YC-AI3-31041",
          "name": "Ploy",
          "url": "https://www.ycombinator.com/companies/ploy",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31041",
          "evidenceIds": [
            "UNCLEAR3-31041-YC",
            "UNCLEAR3-31041-LAUNCH1",
            "UNCLEAR3-31041-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。以营销/网页Agent设计页面、管理内容并开展SEO、账户营销及增长实验。 按增长买家和营销目标归C06，网站构建为交付工具；YC P26逾13%采用不等付费比例，官网2700万融资及页面pipeline演示不是ARR，Webflow历史规模不迁入Ploy。 后续补证入表，非完成财务/技术审计。"
        },
        {
          "id": "YC-AI3-31043",
          "name": "Advanced Metal Research",
          "url": "https://www.ycombinator.com/companies/advanced-metal-research",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31043",
          "evidenceIds": [
            "UNCLEAR3-31043-YC",
            "UNCLEAR3-31043-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。机器人焊接单元，以计算机视觉跟踪及检查，并提供可由Agent接入的工业机器人平台。 YC明确闭环学习焊接；官网RosieOS/AI世界模型与Agent工作流可读，Apache2.0仅见官网自述未查全源码/许可。开放控制器不等硬件或全部技能免费，未运行验证焊接品质。 后续补证入表，非完成财务/技术审计。"
        },
        {
          "id": "YC-AI3-31058",
          "name": "Eos AI",
          "url": "https://www.ycombinator.com/companies/eos-ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31058",
          "evidenceIds": [
            "UNCLEAR3-31058-YC",
            "UNCLEAR3-31058-LAUNCH1",
            "UNCLEAR3-31058-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。统一临床与运营数据，用模型预测并执行授权、账单、转诊和患者跟进流程。 YC早期诊所3倍效率及37%收入恢复属于客户成果；官网VERA/LUCIA和定制部署自述未独立核，界面患者/索赔数量不当实际业务规模。 后续补证入表，非完成财务/技术审计。"
        },
        {
          "id": "YC-AI3-31062",
          "name": "Hlabs",
          "url": "https://www.ycombinator.com/companies/hlabs",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR3-31062-YC",
            "UNCLEAR3-31062-LAUNCH1",
            "UNCLEAR3-31062-LAUNCH2",
            "YCAIRE7-HLABS-YC",
            "YCAIRE7-HLABS-TERMS"
          ],
          "note": "原ai-unclear，YC自报2025年成立。机器人电子和执行器供应链；Jetson/控制器及机器人客户不充分证明AI核心交付，预购/旧Mystic事业不当收入。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。 后续YC仍机器人板卡/执行器，历史预购与预计发运分列；原条款缓存HLaboratories, Inc./免费计算导出/硬件税运和交承运风险非独立登记/实际收入。根域/条款直达无正文，AI计算配套不能直接确认AI主营。"
        },
        {
          "id": "YC-AI3-31081",
          "name": "One Robot",
          "url": "https://www.ycombinator.com/companies/one-robot",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31081",
          "evidenceIds": [
            "UNCLEAR3-31081-YC",
            "UNCLEAR3-31081-LAUNCH1",
            "UNCLEAR3-31081-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。以任务数据训练世界模型，产生可交互仿真和针对性训练轨迹。 按训练评估设施归C02，不因服务机器人就当售卖机器人；官网60秒自回归示例与任务泛化为厂商展示，未运行或对比实机。创始人旧盈利企业不作本公司收入。 后续补证入表，非完成财务/技术审计。"
        },
        {
          "id": "YC-AI3-31084",
          "name": "Klaus AI",
          "url": "https://www.ycombinator.com/companies/klaus-ai",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31084",
          "evidenceIds": [
            "UNCLEAR3-31084-YC",
            "UNCLEAR3-31084-LAUNCH1",
            "UNCLEAR3-31084-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。历史为预配置云端OpenClaw助手，连接消息、邮箱和浏览器。 官网声明2026-09-01停服，所有客户助手下线、订阅取消；YC Inactive。保留生存偏差案例，不以停服推断历史零收入。OpenClaw不是Klaus自有项目，迁移主机成本不是公司收入。 后续补证入表，非完成财务/技术审计。"
        },
        {
          "id": "YC-AI3-31085",
          "name": "Janeen",
          "url": "https://www.ycombinator.com/companies/janeen",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31085",
          "evidenceIds": [
            "UNCLEAR3-31085-YC",
            "UNCLEAR3-31085-LAUNCH1",
            "UNCLEAR3-31085-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。学习保险拒付模式，自动处理事前授权、福利调查和患者援助材料。 同一YC页保留Janeen/Ruma Care业务链，不再新增品牌；旧发布说明模型学习拒付，当前官网读取失败。80—150K药费和50%拒付下降/20倍省时为客户成本及效果，非公司收入。 后续补证入表，非完成财务/技术审计。"
        },
        {
          "id": "YC-AI3-31091",
          "name": "Mirabelle",
          "url": "https://www.ycombinator.com/companies/mirabelle",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR3-31091-YC",
            "UNCLEAR3-31091-HOME",
            "YCAIRE7-MIRABELLE-HOME",
            "YCAIRE7-MIRABELLE-LI"
          ],
          "note": "原ai-unclear，YC自报2025年成立。家庭烹饪机器人，官网介绍按顺序加料和未来家庭测试/交货，尚未明确AI学习或核心模型任务；不能仅按机器人名称入表。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。 后续公司页旧搜索缓存确有视觉AI愿景，但当前直达about仅机器人厨师，任务是否实现/产品版本变化未核。官网仍计划2026-11家庭测试/2027-02交货，无金额/付费或现AI控制证明，维持pending-ai而非按旧口号直接入表。"
        },
        {
          "id": "YC-AI3-31095",
          "name": "Asimov",
          "url": "https://www.ycombinator.com/companies/asimov",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31095",
          "evidenceIds": [
            "UNCLEAR3-31095-YC",
            "UNCLEAR3-31095-LAUNCH1",
            "UNCLEAR3-31095-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。采集多种家庭/商业场景的人体活动，处理为机器人训练数据。 公开业务明确训练用途；当前采集按任务、设备及QA批准后支付，不将所有日常录像自动视为可用。创始人旧六位数收入及伙伴工资补贴不作Asimov收入；不同于同名生物公司和Tensr Asimov机器人。 后续补证入表，非完成财务/技术审计。"
        },
        {
          "id": "YC-AI3-31096",
          "name": "shortkit",
          "url": "https://www.ycombinator.com/companies/shortkit",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31096",
          "evidenceIds": [
            "UNCLEAR3-31096-YC",
            "UNCLEAR3-31096-LAUNCH1",
            "UNCLEAR3-31096-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。提供短视频SDK、传输、变现及ML驱动缓冲/推荐排序。 ML缓冲和排序在历史发布及官网明确，按媒体交付归C08；创始人作为首位员工扩张旧SaaS至600万ARR不是ShortKit收入。客户播放量、下载与融资亦不迁入。 后续补证入表，非完成财务/技术审计。"
        },
        {
          "id": "YC-AI3-31097",
          "name": "REV1",
          "url": "https://www.ycombinator.com/companies/rev1",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31097",
          "evidenceIds": [
            "UNCLEAR3-31097-YC",
            "UNCLEAR3-31097-LAUNCH1",
            "UNCLEAR3-31097-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。以AI把3D CAD模型转为带尺寸公差的2D制造图纸。 按行业机械设计任务归C07，不当编程或基础模型；官网85%首次准确和ASME符合性为厂商声明，未独立核，不将省时/错误成本当公司收入。 后续补证入表，非完成财务/技术审计。"
        },
        {
          "id": "YC-AI3-31116",
          "name": "OpenSpec",
          "url": "https://www.ycombinator.com/companies/openspec",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31116",
          "evidenceIds": [
            "UNCLEAR3-31116-YC",
            "UNCLEAR3-31116-LAUNCH1",
            "UNCLEAR3-31116-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。以持久规范和变更计划协调编码Agent与多人/跨仓库开发。 公开README及MIT许可可读，未安装执行；GitHub stars、工具集成和创建规范频率不等付费客户。YC2025成立为自述，许可版权2024不能独立代替法律成立日期，不以演示日期改成立年。 后续补证入表，非完成财务/技术审计。"
        },
        {
          "id": "YC-AI3-31119",
          "name": "ZeroSettle",
          "url": "https://www.ycombinator.com/companies/zerosettle",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "UNCLEAR3-31119-YC",
            "UNCLEAR3-31119-LAUNCH1",
            "YCAIRE8-ZERO-YC",
            "YCAIRE8-ZERO-AGENT",
            "YCAIRE8-ZERO-PRICING",
            "YCAIRE8-ZERO-TERMS",
            "YCAIRE8-ZERO-BILLING"
          ],
          "note": "后续原YC反链同品牌官网新增明确公司托管Beta AI消息回复，按客户与收入运营C06关联；旧计费页另列AI定价实验但不混两产品合同/价格。2026/Team2据YC原站缓存，注册/实际团队待核。自托管AI与客户自备模型分开，技术仅描述，报价不作收入，无新财务观测。消息USD默认条款、一次性积分及线路硬件成本/第三方依赖留缺。",
          "companyId": "YC31119"
        },
        {
          "id": "YC-AI3-31120",
          "name": "Kyten Technologies",
          "url": "https://www.ycombinator.com/companies/kyten-technologies",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR3-31120-YC",
            "UNCLEAR3-31120-LAUNCH1",
            "YCAIRE8-KYTEN-YC",
            "YCAIRE8-KYTEN-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。航空航天定制电池制造，YC Inactive；自主系统客户及创始人Shield AI经历不能证明自身AI主营，旧Starlink电池数量不迁为公司交付。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。 后续YC前创始人明确创业失败并回SpaceX，仍Inactive；不据此填零收入或判法人注销。原域402未得正文，电池制造/软件自动化/旧雇主业绩不足证AI。"
        }
      ]
    },
    {
      "id": "YC-AI-UNCLEAR-4",
      "sourceId": "S01",
      "url": "https://www.ycombinator.com/companies",
      "accessedAt": "2026-10-31",
      "scope": "原AI不明192项第73—96项按原发现顺序补核；12新增、1复用AI036、11仍AI主营待核。四批96项及此前OpenSEO1项已有后续记录，另95项继续补核。",
      "complete": false,
      "records": [
        {
          "id": "YC-AI4-31135",
          "name": "RoboDock",
          "url": "https://www.ycombinator.com/companies/robodock",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR4-31135-YC",
            "UNCLEAR4-31135-LAUNCH1",
            "UNCLEAR4-31135-HOME",
            "YCAIRE8-ROBODOCK-YC",
            "YCAIRE8-ROBODOCK-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。机器人车队充电/检查；历史有视觉/热传感和闭环优化，但本轮未明确核心AI模型/学习实现，官网无法读取。客户场站成本/CapEx不能作RoboDock收入。 AI主营继续待核，不计公司表，不是永久排除。 后续根域可读，视觉引导/每次充电学习描述保留，但未明确模型或训练实现，继续AI待核。页脚公司名非登记；每场站每年原$1.2M+客户回收与效率宣传不作本公司收入，无源99/月第三方价不采。"
        },
        {
          "id": "YC-AI4-31151",
          "name": "Sparkles",
          "url": "https://www.ycombinator.com/companies/sparkles",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31151",
          "evidenceIds": [
            "UNCLEAR4-31151-YC",
            "UNCLEAR4-31151-LAUNCH1",
            "UNCLEAR4-31151-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。让团队从网页/Slack调用编码Agent，在隔离环境修改既有代码并产出PR。 官网50美元符号/月500credits，首组织100赠额；每credit标0.10推理，余额结转。报价和样例PR不是实收或独立安全证明，未连接仓库/运行。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI4-31152",
          "name": "Fern",
          "url": "https://www.ycombinator.com/companies/fern-bot",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31152",
          "evidenceIds": [
            "UNCLEAR4-31152-YC",
            "UNCLEAR4-31152-LAUNCH1",
            "UNCLEAR4-31152-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。当前提供基于世界模型的机器人RL及评估环境，历史产品为实时会议AI助手。 同一YC页及Ishiki Labs关联保留；当前官网高保真RL环境，2026-02发布为会议助手。不把旧会议采用/功能迁为机器人商业结果，未运行世界模型或策略。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI4-31154",
          "name": "Orthogonal",
          "url": "https://www.ycombinator.com/companies/orthogonal",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI036",
          "evidenceIds": [
            "UNCLEAR4-31154-YC",
            "UNCLEAR4-31154-LAUNCH1",
            "UNCLEAR4-31154-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。复用Orthogonal既有AI036；Agent API网关及按使用付款，API资金流水、预付余额与净收入分开。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI4-31159",
          "name": "Sponge",
          "url": "https://www.ycombinator.com/companies/sponge",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31159",
          "evidenceIds": [
            "UNCLEAR4-31159-YC",
            "UNCLEAR4-31159-LAUNCH1",
            "UNCLEAR4-31159-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。为Agent提供钱包、账户/卡及API商户支付网关。 当前官网钱包/网关明确；Rain发卡与平台钱包/账户分开。示例500余额、150转账及预算不是业务流水，支付自主性和风控未独立核验。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI4-31173",
          "name": "Laurence",
          "url": "https://www.ycombinator.com/companies/laurence",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31173",
          "evidenceIds": [
            "UNCLEAR4-31173-YC",
            "UNCLEAR4-31173-LAUNCH1",
            "UNCLEAR4-31173-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。用强化学习和转化率Transformer模型优化Amazon广告。 历史发布明确RL/自训练模型，当前官网广告管理与问答；1000万live广告支出无期间，不作公司收入，15—40%品牌净利提升是客户成果，创始人扑克收入不迁入。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI4-31194",
          "name": "Valence",
          "url": "https://www.ycombinator.com/companies/valence",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR4-31194-YC",
            "UNCLEAR4-31194-LAUNCH1",
            "UNCLEAR4-31194-HOME",
            "YCAIRE8-VALENCE-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。预测市场交易及数据API；自动路由/回测不单独证明AI主营，原文1B合约及客户交易量不等净收入。YC2026成立与2025交易历史同时保留待核。 AI主营继续待核，不计公司表，不是永久排除。 后续原站缓存全用户月交易原$200M+、同名做市客户150M+与无月最低/按量小费率分开，未给率/净费，不据成交量或演示P&L作ARR；根域502及2025交易/YC2026沿革缺项保留，AI仍待核。"
        },
        {
          "id": "YC-AI4-31199",
          "name": "Emdash",
          "url": "https://www.ycombinator.com/companies/emdash",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31199",
          "evidenceIds": [
            "UNCLEAR4-31199-YC",
            "UNCLEAR4-31199-LAUNCH1",
            "UNCLEAR4-31199-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。以桌面工作台并行运行编码Agent、隔离worktree并审查代码及PR。 官网及README/许可可读，免费与开源不证明没有其他商业收入。百万下载非付费用户；尚未运行，2.0候补名单与当前版本分开，不能用版权2026改写YC2025成立。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI4-31204",
          "name": "Forum",
          "url": "https://www.ycombinator.com/companies/forum",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR4-31204-YC",
            "UNCLEAR4-31204-LAUNCH1",
            "UNCLEAR4-31204-HOME",
            "YCAIRE9-FORUM-HOME",
            "YCAIRE9-FORUM-MARKET"
          ],
          "note": "原ai-unclear，YC自报2026年成立。注意力指数交易市场；以AI产品为交易话题不等自身AI主营，历史1000模拟币不是资金或收入。 AI主营继续待核，不计公司表，不是永久排除。 后续原站缓存指数/交易外壳仍未得模型，根域直达无正文；市场维护/历史失败/未登录零余额不能作停运或零收入，1000模拟币仍不作存款。"
        },
        {
          "id": "YC-AI4-31227",
          "name": "Sequence Markets",
          "url": "https://www.ycombinator.com/companies/sequence-markets",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "UNCLEAR4-31227-YC",
            "UNCLEAR4-31227-LAUNCH1",
            "UNCLEAR4-31227-HOME",
            "YCAIRE9-SEQUENCE-HOME",
            "YCAIRE9-SEQUENCE-MCP",
            "YCAIRE9-SEQUENCE-API"
          ],
          "note": "后续明确训练模型任务后关联公司：原站缓存明确训练模型的跨市场语义匹配任务，仅厂商描述；MCP客户模型另列，未获模型产物/数据集/实测，直接网站只有标题。 旧YC年/人数自报保留、法律注册待核，无收入观测新增；原文档有free/paid/pro/enterprise限额，未取得当前价表/合同；不是付费规模证据。",
          "companyId": "YC31227"
        },
        {
          "id": "YC-AI4-31229",
          "name": "Doomersion",
          "url": "https://www.ycombinator.com/companies/doomersion",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR4-31229-YC",
            "UNCLEAR4-31229-LAUNCH1",
            "UNCLEAR4-31229-HOME",
            "YCAIRE9-DOOM-YC",
            "YCAIRE9-DOOM-STORE",
            "YCAIRE9-DOOM-PRIVACY"
          ],
          "note": "原ai-unclear，YC自报2025年成立。按水平匹配短视频的语言学习；个性化内容及翻译入口尚未补足明确AI模型/实现证据。15000下载和高时长不等付费或教学效果。 AI主营继续待核，不计公司表，不是永久排除。 后续YC创始人明确旧角色AI聊天转向短视频，不能沿用旧AI功能确认现主营。商店免费/个人卖方与官网Inc.、旧doomlingo.ai待核，用户AI配音评论不作模型证明；隐私称无广告、未来可能广告非现收入，仍AI待核。"
        },
        {
          "id": "YC-AI4-31234",
          "name": "Ekpa",
          "url": "https://www.ycombinator.com/companies/ekpa",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31234",
          "evidenceIds": [
            "UNCLEAR4-31234-YC",
            "UNCLEAR4-31234-LAUNCH1",
            "UNCLEAR4-31234-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。由研究Agent持续分析用户持仓、新闻和文件并提供投资信息。 官网明确只读连接，不能下单或转走资金；700万连接资产不是公司收入，也不当受托资产。短期1.5%收益为历史厂商自述，不作稳健能力证明。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI4-31239",
          "name": "Fort",
          "url": "https://www.ycombinator.com/companies/fort",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "UNCLEAR4-31239-YC",
            "UNCLEAR4-31239-LAUNCH1",
            "UNCLEAR4-31239-LAUNCH2",
            "UNCLEAR4-31239-HOME",
            "YCAIRE9-FORT-YC",
            "YCAIRE9-FORT-MODEL",
            "YCAIRE9-FORT-SHOP",
            "YCAIRE9-FORT-TERMS",
            "YCAIRE9-FORT-REFUND"
          ],
          "note": "后续明确训练模型任务后关联公司：公司说明动作数据20K重复与睡眠训练/验证夜数，支持训练模型任务关联，仅description；未给独立评测/医学验证，负重仍需用户补录。 旧YC年/人数自报保留、法律注册待核，无收入观测新增；当前USD309起含硬件及首年高级软件，随后USD80/年；旧289促销/1000名额不当当期价或已售，实际合同/续费未知。",
          "companyId": "YC31239"
        },
        {
          "id": "YC-AI4-31242",
          "name": "Booko",
          "url": "https://www.ycombinator.com/companies/booko",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31242",
          "evidenceIds": [
            "UNCLEAR4-31242-YC",
            "UNCLEAR4-31242-LAUNCH1",
            "UNCLEAR4-31242-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。以历史预订训练需求模型，预测空档并动态调整价格及激励。 官网明确学习需求和预测模型；约20%客户收入提升、4280演示及94.2%界面准确不是Booko实收/独立效果。不是同名旧图书比价网站的收入记录。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI4-31249",
          "name": "Meteoric",
          "url": "https://www.ycombinator.com/companies/meteoric",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR4-31249-YC",
            "UNCLEAR4-31249-LAUNCH1",
            "UNCLEAR4-31249-HOME",
            "YCAIRE10-METEORIC-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。无人机天气工程/太阳能增益；AI天气预报和AI电力需求是行业背景，并未证明其自有AI核心交付。实验及未来2027/2028计划不当部署或收入。 AI主营继续待核，不计公司表，不是永久排除。 后续官网区域10%—30%明确云型模型最大估计，非现场平均增益/收入；物理建模仍不证AI模型，页脚Inc.仅自述，无费率/合同，仍待核。"
        },
        {
          "id": "YC-AI4-31252",
          "name": "Moda",
          "url": "https://www.ycombinator.com/companies/moda",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31252",
          "evidenceIds": [
            "UNCLEAR4-31252-YC",
            "UNCLEAR4-31252-LAUNCH1",
            "UNCLEAR4-31252-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。从对话和工具轨迹识别失败，构建评估并回放验证提示词/工具变更。 当前官网与2026发布可读；109K对话、99.2%已审阅、94%测试等界面展示不当独立生产覆盖、客户数或收入。未运行监控/攻防测试。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI4-31269",
          "name": "MochaCare",
          "url": "https://www.ycombinator.com/companies/mochacare",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31269",
          "evidenceIds": [
            "UNCLEAR4-31269-YC",
            "UNCLEAR4-31269-LAUNCH1",
            "UNCLEAR4-31269-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。以AI加人工承担招聘、排班、合规及客户接入的运营工作。 2026发布明确创始人轮值及人类虚拟助手，官网分Platform/Managed；招聘可见，排班/CRM/奖励标Coming soon。240万美元符号融资不是收入，不当全自动纯SaaS。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI4-31273",
          "name": "SpotPay",
          "url": "https://www.ycombinator.com/companies/spotpay",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR4-31273-YC",
            "UNCLEAR4-31273-LAUNCH1",
            "UNCLEAR4-31273-HOME",
            "YCAIRE10-SPOT-HOME",
            "YCAIRE10-SPOT-APP",
            "YCAIRE10-SPOT-NAMESAKE"
          ],
          "note": "原ai-unclear，YC自报2025年成立。稳定币全球账户/支付；区块链和.ai域名不等AI主营，TPV增长43%/周与用户增长27%/周不当公司收入增长。官网声明金融服务平台而非银行，注册未独立核。 AI主营继续待核，不计公司表，不是永久排除。 后续钱包/Calypso卡、iOS同名卖方Inc./Boost余额客户收益与费用缺项分列，免费安装非零收入。MSB仅官网自述不称已核监管；Google Play Tangazoletu肯尼亚同名包不并入，原公司Android需反链确认。仍无明确核心AI。"
        },
        {
          "id": "YC-AI4-31279",
          "name": "Regbase",
          "url": "https://www.ycombinator.com/companies/regbase",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31279",
          "evidenceIds": [
            "UNCLEAR4-31279-YC",
            "UNCLEAR4-31279-LAUNCH1",
            "UNCLEAR4-31279-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。用AI研究Agent发现跨国/本地法令、监管变化及业务机会。 历史公司发布及官网明确AI研究；400M学校安全资助为给客户发现的机会，不是Regbase收入、授予款或已实现客户成交。100倍省时为自述，未核法律结论。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI4-31284",
          "name": "Origami Robotics",
          "url": "https://www.ycombinator.com/companies/origami-robotics",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31284",
          "evidenceIds": [
            "UNCLEAR4-31284-YC",
            "UNCLEAR4-31284-LAUNCH1",
            "UNCLEAR4-31284-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。协同设计采集手套、机器人手和操控模型，获取技能训练数据。 官网当前突出S1手套；YC称已向Amazon等实验室售手但未给金额，保留付费交付线索而不填收入数字。消除embodiment gap、技能迁移和数据规模为厂商主张。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI4-31287",
          "name": "DAIVIN!",
          "url": "https://www.ycombinator.com/companies/daivin",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR4-31287-YC",
            "UNCLEAR4-31287-LAUNCH1",
            "YCAIRE10-DAIVIN-HOME",
            "YCAIRE10-DAIVIN-PDF",
            "YCAIRE10-DAIVIN-NEWS"
          ],
          "note": "原ai-unclear，YC自报2025年成立。潜水呼吸装备；电解及自动控制未证明AI核心业务，呼吸安全宣传未独立验证，不因名称autonomy归AI公司。 AI主营继续待核，不计公司表，不是永久排除。 后续原YC反链官网及HYDRA一页PDF，明确概念内容非最终产品；公司测试成功/退役顾问不证独立安全认证或军方采购。电解/压力自动调节仍不证AI，California页脚非独立登记，不强配英国同名旧咨询主体。"
        },
        {
          "id": "YC-AI4-31289",
          "name": "Fixture",
          "url": "https://www.ycombinator.com/companies/fixture",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31289",
          "evidenceIds": [
            "UNCLEAR4-31289-YC",
            "UNCLEAR4-31289-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。聚合邮件/会议和客户上下文，以Agent建议潜客并辅助销售跟进。 当前官网本轮无法读取，AI依据为YC明确Agent CRM业务，不当已核付费交付。合同、真实客户和联系权限尚待核。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI4-31294",
          "name": "Dispatch",
          "url": "https://www.ycombinator.com/companies/dispatch",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR4-31294-YC",
            "UNCLEAR4-31294-LAUNCH1",
            "YCAIRE10-DISPATCH-HOME",
            "YCAIRE10-DISPATCH-SPARK",
            "YCAIRE10-DISPATCH-GUIDE"
          ],
          "note": "原ai-unclear，YC自报2025年成立。空间制造/返航载荷设施；自主和无人制造远景未补足明确AI模型，首飞计划及试验成本节省不等实际部署/公司收入。 AI主营继续待核，不计公司表，不是永久排除。 后续官网首飞现2027-10与旧YC mid-2027计划分别保留；Spark自主流程及0.3预发布载荷指南可读HTML不是已验证全程/已售容量，热盾火箭尾焰试验非飞行验证，同行ISS案例不归客户，仍无AI模型与收费证据。"
        },
        {
          "id": "YC-AI4-31296",
          "name": "Unifold",
          "url": "https://www.ycombinator.com/companies/unifold",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR4-31296-YC",
            "UNCLEAR4-31296-LAUNCH1",
            "YCAIRE11-UNIFOLD-HOME",
            "YCAIRE11-UNIFOLD-TERMS"
          ],
          "note": "原ai-unclear，YC自报2026年成立。多链入金API/SDK；服务Agent或AI客户不等AI核心主营，客户充值/结算与前公司3000万用户不迁为公司收入。 AI主营继续待核，不计公司表，不是永久排除。 后续官网规则/政策编排与条款有限技术代理（非自主裁量）、第三方Relay/HIFI/网络费分开，Pricing仍首页未得费表。无明确自身AI，示例和入金不作收入，仍待核。"
        }
      ]
    },
    {
      "id": "YC-AI-UNCLEAR-5",
      "sourceId": "S01",
      "url": "https://www.ycombinator.com/companies",
      "accessedAt": "2026-10-31",
      "scope": "原192项AI不明第97—120项按发现顺序补核；13新增、2复用、9仍AI主营待核。五批120项加此前OpenSEO1项已有记录，另71项继续补核。",
      "complete": false,
      "records": [
        {
          "id": "YC-AI5-31298",
          "name": "Applied Electrodynamics, Inc.",
          "url": "https://www.ycombinator.com/companies/applied-electrodynamics-inc",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR5-31298-YC",
            "UNCLEAR5-31298-LAUNCH1",
            "UNCLEAR5-31298-HOME",
            "YCAIRE11-AE-HOME",
            "YCAIRE11-AE-LAUNCH"
          ],
          "note": "原ai-unclear，YC自报2026年成立。穿透成像硬件/算法用于建筑和检查；机器可读、成像算法及创始人旧智能设备不足以单独确认当前AI模型主营。预购/1mm宣传非实销或独立性能证明。 AI主营继续待核，不计主公司表，也非永久排除。 后续ae-dyn原反链跳当前域，预购实际登记早期访问/发布价格，未列金额；250专利及Nest/iPhone旧团队履历不归新交付，射频成像算法/下一步融合仍未明学习模型，继续待核。"
        },
        {
          "id": "YC-AI5-31329",
          "name": "primitive",
          "url": "https://www.ycombinator.com/companies/primitive",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI002",
          "evidenceIds": [
            "UNCLEAR5-31329-YC",
            "UNCLEAR5-31329-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。复用既有primitive Agent通信设施，不重复新增，官网本轮读取未成功。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI5-31344",
          "name": "Totalis",
          "url": "https://www.ycombinator.com/companies/totalis",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR5-31344-YC",
            "UNCLEAR5-31344-LAUNCH1",
            "UNCLEAR5-31344-HOME",
            "YCAIRE11-TOTALIS-FEES",
            "YCAIRE11-TOTALIS-MATH",
            "YCAIRE11-TOTALIS-TERMS"
          ],
          "note": "原ai-unclear，YC自报2026年成立。预测市场组合交易/RFQ；AI题材、相关性定价和数学优化不自动等AI主营，用户头寸/押注不当净收入，Team Size=0仅原自述字段不作无人运营结论。 AI主营继续待核，不计主公司表，也非永久排除。 后续Hyperliquid生产费表入场stake1.5%/胜出利润1%/部分builder成交0.1%与网络费分开；旧Solana条款运营者UCALLEDIT, Inc.并列。抵押ILP确定性HiGHS求解非相关性定价或学习模型，内部10%—70%资本释放非收入/独立性能，仍待核。"
        },
        {
          "id": "YC-AI5-31345",
          "name": "Replicas",
          "url": "https://www.ycombinator.com/companies/replicas",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31345",
          "evidenceIds": [
            "UNCLEAR5-31345-YC",
            "UNCLEAR5-31345-LAUNCH1",
            "UNCLEAR5-31345-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。在云端VM中运行编码Agent，配置项目环境并按CI/代码评审反馈迭代PR。 2026-04称20+YC团队采用，未给付费；官网400万融资及Agent活动墙不是收入或实际并发规模。未连接仓库或运行。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI5-31350",
          "name": "Hexa",
          "url": "https://www.ycombinator.com/companies/hexa",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31350",
          "evidenceIds": [
            "UNCLEAR5-31350-YC",
            "UNCLEAR5-31350-LAUNCH1",
            "UNCLEAR5-31350-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。在ERP中用Agent处理RFQ报价、订单、采购及AP/AR。 官网明确驻场观察及定制部署；客户10%以上收入提升、15%推荐奖励与创始人旧5000用户不是Hexa收入，不能默认纯SaaS毛利。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI5-31364",
          "name": "Chert",
          "url": "https://www.ycombinator.com/companies/chert",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31364",
          "evidenceIds": [
            "UNCLEAR5-31364-YC",
            "UNCLEAR5-31364-LAUNCH1",
            "UNCLEAR5-31364-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。为AI Agent提供iMessage、SMS及FaceTime音视频通信。 官网明确Agent接口，当前CLI说明与尚未发布npm/Python SDK分开；不能因安装示例就称包已可用，未开通通信或核验送达/身份权限。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI5-31367",
          "name": "Andustry",
          "url": "https://www.ycombinator.com/companies/andustry",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "UNCLEAR5-31367-YC",
            "UNCLEAR5-31367-HOME",
            "YCAIRE11-AND-YC",
            "YCAIRE11-AND-HOME",
            "YCAIRE11-AND-ABOUT",
            "YCAIRE11-AND-TERMS",
            "YCAIRE11-AND-IMPRINT",
            "YCAIRE11-AND-LI"
          ],
          "note": "后续可读www官网明确AI供应商搜索+人工资格审核，about同两位创始人与YC对应，按行业采购经纪C07关联；保留无www空页、YCTrading无产品正文/Former Founder与LI金融服务AI实验室差异，当前产品沿革及转型时间待核。技术仅厂商描述，YC2026/Team2自报；Inc.条款与GmbH imprint并存不强配或计两家。无订阅、仅成交佣金，客户节省/订单/原料吨数非ARR，无新增收入。",
          "companyId": "YC31367"
        },
        {
          "id": "YC-AI5-31372",
          "name": "Trellis",
          "url": "https://www.ycombinator.com/companies/trellistech",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31372",
          "evidenceIds": [
            "UNCLEAR5-31372-YC",
            "UNCLEAR5-31372-LAUNCH1",
            "UNCLEAR5-31372-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。用Agent执行客人消息、清洁维护、任务及业主报告等物业运营。 YC未注明业务截至日的500K ARR/35客户/3000房源，与官网2026-08-24的600K+ ARR/45+公司/4000+房源分别保存。报价749.99美元符号/月起，上线费另计，默认草稿/转人工，不当无监督全自动。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI5-31377",
          "name": "Limrun",
          "url": "https://www.ycombinator.com/companies/limrun",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31377",
          "evidenceIds": [
            "UNCLEAR5-31377-YC",
            "UNCLEAR5-31377-LAUNCH1",
            "UNCLEAR5-31377-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。向云Agent提供远程Xcode、iOS/Android模拟器及预览服务。 明确是扩展既有沙盒的远程能力，不是整套沙盒替换；Replit等采用及演示构建日志不证明实际付费/成功率。页面0分钟计数可能加载，未作零业务判断。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI5-31382",
          "name": "Kinro",
          "url": "https://www.ycombinator.com/companies/kinro",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31382",
          "evidenceIds": [
            "UNCLEAR5-31382-YC",
            "UNCLEAR5-31382-LAUNCH1",
            "UNCLEAR5-31382-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。以AI加持牌代理协助企业找保险并办理经纪流程；历史为向经纪商出售工作流。 2026-06发布称转型前年度收入100万、签单100万/约三分之一到账并放弃旧客户；均非当前经纪ARR。官网当前明确持牌代理支持；许可/承保首单为厂商自述未独立核，保费和佣金不混算。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI5-31391",
          "name": "HEVN, inc",
          "url": "https://www.ycombinator.com/companies/hevn-inc",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "UNCLEAR5-31391-YC",
            "UNCLEAR5-31391-LAUNCH1",
            "UNCLEAR5-31391-HOME",
            "YCAIRE12-HEVN-PRICE",
            "YCAIRE12-HEVN-TERMS",
            "YCAIRE12-HEVN-ENTITIES",
            "YCAIRE12-HEVN-YCJOB"
          ],
          "note": "后续价表/条款明确公司第三方LLM财务助手、文档/合规任务及用户审批，超出仅Claude/Codex接口，按C07关联；AI收入占比/效果仍缺，技术仅description。YC2026/Team8自述保留。美HEVN Inc./港HVN Software Limited为关联合同主体不计两家，伙伴持牌/客户资金不归自身。月套餐+AI额度+支付费用不作实际ARR，无新增收入。",
          "companyId": "YC31391"
        },
        {
          "id": "YC-AI5-31399",
          "name": "Madrone",
          "url": "https://www.ycombinator.com/companies/madrone",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR5-31399-YC",
            "UNCLEAR5-31399-LAUNCH1",
            "UNCLEAR5-31399-HOME",
            "YCAIRE12-MADRONE-HOME",
            "YCAIRE12-MADRONE-YCLAUNCH"
          ],
          "note": "原ai-unclear，YC自报2025年成立。数据中心冷却/热力系统，属于AI算力邻接；创始人旧ML经历与GPU客户不等自身AI核心交付。7800万GPU收入/节省计算属于客户模型，不作公司收入。 AI主营继续待核，不计主公司表，也非永久排除。 后续场外水冷/热力系统与旧1kW/建造100kW原型分列，30%水电和原$78M/100MW/年GPU收益为客户效果模型，非公司收入。软件及创始人旧ML经历仍未明当前AI，继续待核。"
        },
        {
          "id": "YC-AI5-31403",
          "name": "transload",
          "url": "https://www.ycombinator.com/companies/transload",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31403",
          "evidenceIds": [
            "UNCLEAR5-31403-YC",
            "UNCLEAR5-31403-LAUNCH1",
            "UNCLEAR5-31403-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。用既有安防摄像机的计算机视觉测量货物、关联扫描和WMS/TMS。 官网明确AI分析动作/姿态关联货物；每站每月约5万美元再计费/利用率改善属于客户，不是transload收入。一天试点和全覆盖为自述，未独立测量精度或隐私控制。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI5-31409",
          "name": "InstaAgent",
          "url": "https://www.ycombinator.com/companies/instaagent",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31409",
          "evidenceIds": [
            "UNCLEAR5-31409-YC",
            "UNCLEAR5-31409-LAUNCH1",
            "UNCLEAR5-31409-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。AI生成面向细分受众的创意，并进行广告/社交分发及持续优化。 2026-05发布自称十个月100万ARR且明确从自助转agency；当前YC改称100万annual run rate。保留原标签/时点差异，不将服务年化等同SaaS ARR；官网500+服务客户为自述，创始人旧用户不迁入。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI5-31411",
          "name": "Andco",
          "url": "https://www.ycombinator.com/companies/andco",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31411",
          "evidenceIds": [
            "UNCLEAR5-31411-YC",
            "UNCLEAR5-31411-LAUNCH1",
            "UNCLEAR5-31411-LAUNCH6",
            "UNCLEAR5-31411-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。以Agent索取及整理医疗、警方、保险材料，构建诉前案件。 YC自报2026成立；创始人履历明确此前为Layup W23，旧2023—2025发布被挂在当前公司页，不证明同一法律实体或Andco早已成立。保留新公司自述与旧事业关系，480万融资不作收入。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI5-31414",
          "name": "Dreach",
          "url": "https://www.ycombinator.com/companies/dreach",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR5-31414-YC",
            "UNCLEAR5-31414-HOME",
            "YCAIRE12-DREACH-HOME",
            "YCAIRE12-DREACH-ABOUT",
            "YCAIRE12-DREACH-PRICE",
            "YCAIRE12-DREACH-TERMS"
          ],
          "note": "原ai-unclear，YC自报2026年成立。招聘机构的获客线索代办，官网明确逐条人工核查和服务交付；.ai域名、预测式宣传未补足AI核心实现。示例联系人/公司不是实际数据，按月或成功收费非已实现收入。 AI主营继续待核，不计主公司表，也非永久排除。 后续about明确原drip/Drippay, Inc./Michael，非其他Drip品牌；记录客户自报并不核发票。首页月付/价表启动加客户实收毛利分成/条款月年预付通则并列，实际合同待核，不按客户账单作净费。逐条人工服务与AI训练禁用条款不证AI实现，仍待核。"
        },
        {
          "id": "YC-AI5-31423",
          "name": "BentoLabs AI",
          "url": "https://www.ycombinator.com/companies/bentolabs-ai",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31423",
          "evidenceIds": [
            "UNCLEAR5-31423-YC",
            "UNCLEAR5-31423-LAUNCH1",
            "UNCLEAR5-31423-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。从运行轨迹检测静默失败/偏移，并生成可复用修复及学习记忆。 旧Emergent的100M ARR及500万用户属前雇主。Terminal-Bench2.0为厂商内部38/89任务、187试次的42.2到52.4比较，非榜单提交/独立复现；warmup及验证提示变化的泛化需另核。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI5-31429",
          "name": "Oddpool",
          "url": "https://www.ycombinator.com/companies/oddpool",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR5-31429-YC",
            "UNCLEAR5-31429-LAUNCH1",
            "UNCLEAR5-31429-HOME",
            "YCAIRE12-ODD-HOME",
            "YCAIRE12-ODD-PRICE",
            "YCAIRE12-ODD-TERMS"
          ],
          "note": "原ai-unclear，YC自报2026年成立。预测市场机构数据基础设施；创始人ML节省和编码Agent可读文档不证明自身AI核心业务。YC Inactive但官网仍可读，不能据此确认停服/注销；数据API报价非实收。 AI主营继续待核，不计主公司表，也非永久排除。 后续价表明确Oddbot AI analyst，但Pro/Premium30/100原$/月按钮Not available，当前交付性/历史残留未核，不能说无AI或直接入主表。旧2025-11条款生效/YC2026成立分开；自动策略营销与旧条款用途禁止差异、Inactive/网站可读均留缺，收入未知不填零。"
        },
        {
          "id": "YC-AI5-31438",
          "name": "Result",
          "url": "https://www.ycombinator.com/companies/result",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI001",
          "evidenceIds": [
            "UNCLEAR5-31438-YC",
            "UNCLEAR5-31438-LAUNCH1",
            "UNCLEAR5-31438-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。复用原公司；保留YC创业平台历史与当前个人iPhone/Mac Agent差异，客户ARR不作公司收入。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI5-31439",
          "name": "Parrot",
          "url": "https://www.ycombinator.com/companies/useparrot",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31439",
          "evidenceIds": [
            "UNCLEAR5-31439-YC",
            "UNCLEAR5-31439-LAUNCH1",
            "UNCLEAR5-31439-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。以AI理解维修估价/零件/保险上下文，打电话、追索赔并协调运营。 2026-06自述两门店各签30K年合同，未给服务期/回款，不推60K ARR；官网15K客户月增收也不是Parrot收入。现场学习与实际人工介入、准确率待核。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI5-31442",
          "name": "AICE",
          "url": "https://www.ycombinator.com/companies/aice",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR5-31442-YC",
            "UNCLEAR5-31442-LAUNCH1",
            "UNCLEAR5-31442-HOME",
            "YCAIRE13-AICE-HOME",
            "YCAIRE13-AICE-COMPANY"
          ],
          "note": "原ai-unclear，YC自报2026年成立。自主水下防务系统；AI模型/学习任务未确认，官网HTML元数据成立2025与YC2026冲突保留。原型/需求及旧能源方向不作已核部署或收入。 AI主营继续待核，不计主公司表，也非永久排除。 后续原公司页搜索缓存分列2025 AICE POWER SAS设立/2026防务业务启动，解释可能不同起点，仍非独立登记且原发现不改。CTOAI工程与感知/自主措辞未补实际模型，仍待核；直达Markdown不支持/普通HTTP重置，缓存不当全文。"
        },
        {
          "id": "YC-AI5-31448",
          "name": "smol machines",
          "url": "https://www.ycombinator.com/companies/smol-machines",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31448",
          "evidenceIds": [
            "UNCLEAR5-31448-YC",
            "UNCLEAR5-31448-HOME"
          ],
          "note": "原ai-unclear，YC自报2026年成立。提供可在本机、云和自托管之间运行的可移植VM，支持RL rollout和持久Agent。 YC简介泛化，本轮官网明确RL分叉/评分及持久Agent用途，据此补AI设施关联。100赠额、默认资源与小于200ms比较是厂商信息，未运行或验证隔离/性能。 后续补证关联，非完成独立审计。"
        },
        {
          "id": "YC-AI5-31450",
          "name": "River Markets",
          "url": "https://www.ycombinator.com/companies/river-markets",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR5-31450-YC",
            "UNCLEAR5-31450-LAUNCH1",
            "UNCLEAR5-31450-HOME",
            "YCAIRE13-RIVER-HOME",
            "YCAIRE13-RIVER-TERMS",
            "YCAIRE13-RIVER-CASE",
            "YCAIRE13-RIVER-LLM-FORECAST",
            "YCAIRE13-RIVER-LLM-FILTER"
          ],
          "note": "原ai-unclear，YC自报2026年成立。预测市场主经纪及跨市场执行；智能路由、量化策略或前雇主模型履历不足以证明核心AI主营。50M交易量、客户排名和850万融资不作公司净收入。 AI主营继续待核，不计主公司表，也非永久排除。 后续公司研究确有Oscar共署LLM离线预测/语义筛选介绍，但不证收费执行产品已集成AI；仅公司论文摘要未核原预印本，MCP概率更新不是MCP工具协议。回测P&L4100→12500与例中River53费/945客户节省不是已收收入。条款Centos Group Inc.自述执行层/非经纪及客户场所资金，与prime标题分开，仍待核。"
        },
        {
          "id": "YC-AI5-31457",
          "name": "ValCtrl",
          "url": "https://www.ycombinator.com/companies/valctrl",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31457",
          "evidenceIds": [
            "UNCLEAR5-31457-YC",
            "UNCLEAR5-31457-HOME"
          ],
          "note": "原ai-unclear，YC自报2025年成立。从自然语言信念构建预测合约，以世界模型映射市场信号、评估风险及定价。 YC当前详细描述提供AI任务，官网只有标语/联系。模型定价做市为建设方向，未取得实盘、许可、收入或可靠定价验证，不将流动性和客户押注当公司收入。 后续补证关联，非完成独立审计。"
        }
      ]
    },
    {
      "id": "YC-AI-UNCLEAR-6",
      "sourceId": "S01",
      "url": "https://www.ycombinator.com/companies",
      "accessedAt": "2026-10-31",
      "scope": "原192项AI不明第121—144项按发现顺序补核：13新增、0复用、11继续AI主营待核；六批144加此前OpenSEO共145项已有记录，另47项继续。",
      "complete": false,
      "records": [
        {
          "id": "YC-AI6-31460",
          "name": "PLAN0 AI",
          "url": "https://www.ycombinator.com/companies/plan0-ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31460",
          "evidenceIds": [
            "UNCLEAR6-31460-YC",
            "UNCLEAR6-31460-LAUNCH1",
            "UNCLEAR6-31460-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。从建筑图纸提取工程量、估算成本，并以机器学习提供成本情景分析。 YC当前300亿及5月发布200亿为平台所涉工程价值，不是营业收入；官网明确模拟演示，展示估价和节省也不是实际客户回款。 补证关联并不等独立财务/技术审计。"
        },
        {
          "id": "YC-AI6-31465",
          "name": "Aseon Labs",
          "url": "https://www.ycombinator.com/companies/aseon-labs",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR6-31465-YC",
            "UNCLEAR6-31465-LAUNCH1",
            "UNCLEAR6-31465-HOME",
            "YCAIRE13-ASEON-HOME",
            "YCAIRE13-ASEON-YC",
            "YCAIRE13-ASEON-TERMS"
          ],
          "note": "原ai-unclear，YC自报2026成立。AV车队充电/清洁/检查机器人站。公开发布招聘ML/CV但未明确实际交付的学习任务；机器人硬件/AV客户不单独证明AI主营。5000站点属旧Pushme；客户每车增收5万与1000万融资均非当前收入，官网第三方车辆图仅示意。 当前AI主营继续待核，不强行入表，也非永久排除。 后续官网第三方图明确仅示意，原YC目录仍研发并准备试点，旧Pushme5000站不继承。网站条款只管访问/产品保证另书面合同，非采购SLA/已售；未明当前模型，继续待核。"
        },
        {
          "id": "YC-AI6-31475",
          "name": "Ardent",
          "url": "https://www.ycombinator.com/companies/ardent",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31475",
          "evidenceIds": [
            "UNCLEAR6-31475-YC",
            "UNCLEAR6-31475-LAUNCH1",
            "UNCLEAR6-31475-HOME",
            "UNCLEAR6-31475-PRICE"
          ],
          "note": "原ai-unclear，YC自报2025成立。向编码Agent提供按需隔离的Postgres数据库副本，测试迁移、回填及数据修改。 旧AI Data Engineer产品近200K ARR流失是失败/转型证据，不是当前数据库分支产品ARR，也不推当前零收入。6秒和隔离为厂商自述，未连接数据库或实测。 补证关联并不等独立财务/技术审计。"
        },
        {
          "id": "YC-AI6-31478",
          "name": "Silmaril",
          "url": "https://www.ycombinator.com/companies/silmaril",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31478",
          "evidenceIds": [
            "UNCLEAR6-31478-YC",
            "UNCLEAR6-31478-LAUNCH1",
            "UNCLEAR6-31478-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。通过攻击探测、执行上下文分类器及再训练保护Agent运行。 YC2800万和官网6800万/2000万为估计避免损失，不是销售；比较基准、低延迟、漏洞案例和认证均未独立核验，示例执行轨迹不是本研究实际运行。 补证关联并不等独立财务/技术审计。"
        },
        {
          "id": "YC-AI6-31482",
          "name": "Memory Store",
          "url": "https://www.ycombinator.com/companies/memory-store",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31482",
          "evidenceIds": [
            "UNCLEAR6-31482-YC",
            "UNCLEAR6-31482-LAUNCH1",
            "UNCLEAR6-31482-HOME"
          ],
          "note": "原ai-unclear，YC自报2025成立。通过MCP为Agent提供共享公司记忆，并从协作工具生成团队简报和上下文。 当前Memory Store官网跳转Mem Store，按成员150美元符号/月；页面示例简报不作真实客户业绩。Julep旧项目stars不迁入，法律主体与品牌迁移仍待核。 补证关联并不等独立财务/技术审计。"
        },
        {
          "id": "YC-AI6-31485",
          "name": "ANORIA",
          "url": "https://www.ycombinator.com/companies/anoria",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31485",
          "evidenceIds": [
            "UNCLEAR6-31485-YC",
            "UNCLEAR6-31485-LAUNCH1",
            "UNCLEAR6-31485-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。以可穿戴设备采集音频/生物信号，通过SOMI模型推断情绪状态。 5月仅少量早期原型用户，官网仍早期访问；情绪识别和150信号相关性为厂商主张，未取得独立心理/临床效度或成品交付证明，不按成熟健康产品估值。 补证关联并不等独立财务/技术审计。"
        },
        {
          "id": "YC-AI6-31486",
          "name": "Ornadyne",
          "url": "https://www.ycombinator.com/companies/ornadyne",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR6-31486-YC",
            "UNCLEAR6-31486-LAUNCH1",
            "UNCLEAR6-31486-HOME",
            "YCAIRE13-ORNADYNE-YC",
            "YCAIRE13-ORNADYNE-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。鸟形无人机/侦察硬件。自主飞行、仿生和创始人航天履历未提供明确AI模型/学习任务；官网无可读正文，示范/论文履历不自动证明实销或模型性能。 当前AI主营继续待核，不强行入表，也非永久排除。 后续YC可读2026/Team4/LA，仍仿鸟侦察及自主愿景、未明学习模型。论文/旧机构经历非新产品实测/收入，根域无正文不作停服，仍待核。"
        },
        {
          "id": "YC-AI6-31489",
          "name": "Eden Robotics",
          "url": "https://www.ycombinator.com/companies/eden-robotics",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR6-31489-YC",
            "UNCLEAR6-31489-LAUNCH1",
            "UNCLEAR6-31489-HOME",
            "YCAIRE14-EDEN-HOME",
            "YCAIRE14-EDEN-YC",
            "YCAIRE14-EDEN-TERMS",
            "YCAIRE14-EDEN-JOB"
          ],
          "note": "原ai-unclear，YC自报2025成立。按小时提供制造/物流机器人，官网10美元符号/小时起及零设置费；本轮未取得具体AI模型/学习任务证据，physical agents名称不单独确认AI主营。按时服务需拆折旧、现场维护和人工接管，不当软件MRR或零人工成本。 当前AI主营继续待核，不强行入表，也非永久排除。 后续YC招聘明确远程人工操作员控制/采数据通信，不能按自主口号推零人工；原$10/时与零设置费须拆有效工时/折旧/支持，网站条款非部署合同。YC2025/4保留，旧广告七位数不继承，无明确学习任务仍待核。"
        },
        {
          "id": "YC-AI6-31501",
          "name": "General Aviation Company",
          "url": "https://www.ycombinator.com/companies/general-aviation",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR6-31501-YC",
            "UNCLEAR6-31501-HOME",
            "YCAIRE14-GA-HOME",
            "YCAIRE14-GA-CAREERS"
          ],
          "note": "原ai-unclear，YC自报2026成立。机场数字/远程空管塔，当前官网未明确AI学习/识别核心；远程人工作业与AI自动空管需分开，基础设施客户规模不作收入或安全效度验证。 当前AI主营继续待核，不强行入表，也非永久排除。 后续官网和招聘为远程数字塔/控制员工作站，未列模型；不因岗位无ML认定无AI，也不将90%无塔机场视为已获客户/收入/安全许可，继续待核。"
        },
        {
          "id": "YC-AI6-31505",
          "name": "OpenWork",
          "url": "https://www.ycombinator.com/companies/openwork",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31505",
          "evidenceIds": [
            "UNCLEAR6-31505-YC",
            "UNCLEAR6-31505-LAUNCH1",
            "UNCLEAR6-31505-HOME",
            "UNCLEAR6-31505-PRICE",
            "UNCLEAR6-31505-README",
            "UNCLEAR6-31505-LICENSE",
            "UNCLEAR6-31505-EE-LICENSE"
          ],
          "note": "原ai-unclear，YC自报2026成立。提供桌面Agent工作区、共享技能和MCP连接，支持团队云端或自托管。 README及许可可读；桌面MIT与ee目录受限许可分别保存，不能笼统称全栈MIT。下载/stars不是付费用户；计划中功能、厂商认证与实际运行未核。 补证关联并不等独立财务/技术审计。"
        },
        {
          "id": "YC-AI6-31512",
          "name": "Aernata",
          "url": "https://www.ycombinator.com/companies/aernata",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR6-31512-YC",
            "UNCLEAR6-31512-LAUNCH1",
            "UNCLEAR6-31512-HOME",
            "UNCLEAR6-31512-OLD-PENTAGON",
            "YCAIRE14-AERNATA-YC-REDIRECT",
            "YCAIRE14-PENTAGON-HOME",
            "YCAIRE14-PENTAGON-TERMS",
            "YCAIRE14-AERNATA-DEALROOM"
          ],
          "note": "原ai-unclear，YC自报2026成立。当前YC为CO2转甲醇化学公司，历史2026-05发布为Pentagon人/Agent协作。旧Pentagon官网仍可读、署名Arlington Labs，但与当前Aernata法律及业务延续未核；不能将旧AI业务搬成现行化学公司主营或成立/收入证明。 当前AI主营继续待核，不强行入表，也非永久排除。 后续旧Pentagon站Careers确跳YC Aernata/jobs，同Edgar/Barrett与2026/Team2，增强记录关联但当前化学AI/法人与转型仍缺。Pentagon仍Arlington Labs云Agent，旧月更新条款/现云产品分开；Dealroom Aernata简介却写Arnata物流AI，不迁入其能力/财务。仍待核，不重复新增主体。"
        },
        {
          "id": "YC-AI6-31516",
          "name": "Expanse",
          "url": "https://www.ycombinator.com/companies/expanse",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31516",
          "evidenceIds": [
            "UNCLEAR6-31516-YC",
            "UNCLEAR6-31516-LAUNCH1",
            "UNCLEAR6-31516-HOME"
          ],
          "note": "原ai-unclear，YC自报2025成立。利用代码、遥测和学习模型预测作业资源/失败风险并诊断集群任务。 运行于现有调度器旁而非替代；官网800万月计算浪费是客户资源估计。页面示例参数明确illustrative，内部基准和数据不出网主张未独立验证。 补证关联并不等独立财务/技术审计。"
        },
        {
          "id": "YC-AI6-31529",
          "name": "Mochatrade",
          "url": "https://www.ycombinator.com/companies/mochatrade",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR6-31529-YC",
            "UNCLEAR6-31529-LAUNCH1",
            "UNCLEAR6-31529-HOME",
            "YCAIRE14-MOCHA-HOME",
            "YCAIRE14-MOCHA-TERMS"
          ],
          "note": "原ai-unclear，YC自报2026成立。面向印度的美股代币衍生品交易平台；AI公司标的、行情/执行自动化不证明自身AI主营。旧钱包200万安装/20亿交易量及市场规模不作当前收入；合规注册只保留自述、不作独立法律认定。 当前AI主营继续待核，不强行入表，也非永久排除。 后续官网/条款ALSD与INR衍生合约无股权，候补入口/演示非实际已售。10月27条款taker0.05%/maker0.02%及funding另计，可能自营对手、客户入银行后账本余额和净费/结算义务需拆；非全部客户本金/损失都是平台收入，FIU与税法自述未独立核，AI仍待核。"
        },
        {
          "id": "YC-AI6-31530",
          "name": "Avea Robotics",
          "url": "https://www.ycombinator.com/companies/avea-robotics",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31530",
          "evidenceIds": [
            "UNCLEAR6-31530-YC",
            "UNCLEAR6-31530-LAUNCH1",
            "UNCLEAR6-31530-LAUNCH2",
            "UNCLEAR6-31530-HOME",
            "UNCLEAR6-31530-PRICE"
          ],
          "note": "原ai-unclear，YC自报2026成立。提供遥操作、故障接管、监督自主及干预片段训练数据回流。 YC当前Acquired；2026-06自述18k MRR及近30台机器人仅历史口径。当前官网仍可读不证明收购后的独立经营；软件/按量/托管人工拆分，100% uptime非独立测试。 补证关联并不等独立财务/技术审计。"
        },
        {
          "id": "YC-AI6-31535",
          "name": "Arlo Industries",
          "url": "https://www.ycombinator.com/companies/arlo-industries",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR6-31535-YC",
            "UNCLEAR6-31535-LAUNCH1",
            "UNCLEAR6-31535-HOME",
            "YCAIRE15-ARLO-HOME",
            "YCAIRE15-ARLO-PRESS"
          ],
          "note": "原ai-unclear，YC自报2025成立。被动分布式空中目标感知网络。当前文字是传感/通信/跟踪，未明确学习模型；不能仅因autonomy专家、边缘计算或演示即认定AI核心，10倍成本比较与合作非付费证明。 当前AI主营继续待核，不强行入表，也非永久排除。 后续官网媒体索引有7月创始人采访，但仅索引不作访谈实测或AI任务；当前成本比较无可核价格/合同，周边入口不迁产品收入。仍pending-ai。"
        },
        {
          "id": "YC-AI6-31547",
          "name": "InstaBox",
          "url": "https://www.ycombinator.com/companies/insforge-instacloud",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31547",
          "evidenceIds": [
            "UNCLEAR6-31547-YC",
            "UNCLEAR6-31547-LAUNCH1",
            "UNCLEAR6-31547-HOME"
          ],
          "note": "原ai-unclear，YC自报2025成立。为Agent提供持久Linux云VM及命令、文件、快照和浏览器接口。 YC页保留旧InsForge后端平台发布，当前InstaBox文档SDK仍用insforge命名空间；品牌/法律连续待核，未因改名重复建公司。未安装CLI、开VM、执行安装示例或发起构建。 补证关联并不等独立财务/技术审计。"
        },
        {
          "id": "YC-AI6-31560",
          "name": "Intelligence Factory",
          "url": "https://www.ycombinator.com/companies/intelligence-factory",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31560",
          "evidenceIds": [
            "UNCLEAR6-31560-YC",
            "UNCLEAR6-31560-LAUNCH1",
            "UNCLEAR6-31560-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。用人类演示采集的视觉、动作和触觉训练可迁移的机器人操控模型。 自有手套与数据采集、模型训练、硬件重定向及部署分开；40到99成功率是厂商目标/叙述，不当实测通用性能或已达商业规模。 补证关联并不等独立财务/技术审计。"
        },
        {
          "id": "YC-AI6-31561",
          "name": "Maquoketa Research",
          "url": "https://www.ycombinator.com/companies/maquoketa-research",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR6-31561-YC",
            "UNCLEAR6-31561-LAUNCH1",
            "UNCLEAR6-31561-HOME",
            "YCAIRE15-MAQUOKETA-YC",
            "YCAIRE15-MAQUOKETA-LINKEDIN",
            "YCAIRE15-MAQUOKETA-HOME"
          ],
          "note": "原ai-unclear，YC自报2025成立。当前YC仅称游戏LiveOps自动化、无正文；官网403，未能核现行AI任务。6月旧发布为防务视觉业务，其AI推理自述与当前产品、法律连续待核；创始人Roblox旧游戏4500万收入不迁入本公司。 当前AI主营继续待核，不强行入表，也非永久排除。 后续YC当前LiveOps，官方LinkedIn同域Aqua为Roblox反馈/bug/分析工具，据当前任务将候选分类C07改C08，仍未明当前模型。LI2025/2—10/伊利诺伊与YC2025/5/旧金山分别保留，旧防务AI/旧游戏4500万不迁当前；官网再403不推停业。仍pending-ai。"
        },
        {
          "id": "YC-AI6-31575",
          "name": "Fire Wallet",
          "url": "https://www.ycombinator.com/companies/fire-wallet",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR6-31575-YC",
            "UNCLEAR6-31575-HOME",
            "YCAIRE15-FIRE-HOME",
            "YCAIRE15-FIRE-TERMS",
            "YCAIRE15-FIRE-YC-DIRECTORY"
          ],
          "note": "原ai-unclear，YC自报2026成立。隐私稳定币钱包/支付；YC提每Agent子钱包，当前官网仍以个人支付且Coming soon为主，AI贡献/专用交付待核。客户150万/月交易量、1亿/年GMV机会、LOI和旧MobileCoin融资/估值均非钱包净收入；免订阅不推总收入为零。 当前AI主营继续待核，不强行入表，也非永久排除。 后续9月25条款Prometheus自述逐笔接口费，免订阅不等零收入；第三方/网络费、客户GMV及旧MobileCoin分开。首页仍候补与条款多端/API范围及密钥/恢复描述存在版本适用缺项，未擅断架构或财务造假。Agent子钱包非自身AI证明，仍pending-ai。"
        },
        {
          "id": "YC-AI6-31582",
          "name": "Edgerun",
          "url": "https://www.ycombinator.com/companies/edgerun",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR6-31582-YC",
            "UNCLEAR6-31582-LAUNCH1",
            "UNCLEAR6-31582-HOME",
            "YCAIRE15-EDGERUN-HOME",
            "YCAIRE15-EDGERUN-CAREERS",
            "YCAIRE15-EDGERUN-MISSION"
          ],
          "note": "原ai-unclear，YC自报2026成立。军用外骨骼及步态传感控制，未明确学习模型/AI主营。YC1.5亿以上LOI非实收或确认销售；官网效率改进标注内部数据、第三方核验进行中，前公司自主矿业机器人履历不迁入当前产品。 当前AI主营继续待核，不强行入表，也非永久排除。 后续官网内部30—45%测试/第三方验证进行中不能作独立效度；9个招聘岗位非现团队，未来生命支持愿景/伙伴2014非本公司当前产品/成立年。无明确模型或实收，旧LOI继续非收入，仍pending-ai。"
        },
        {
          "id": "YC-AI6-31725",
          "name": "Hickory & Company",
          "url": "https://www.ycombinator.com/companies/hickory-and-company",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC31725",
          "evidenceIds": [
            "UNCLEAR6-31725-YC",
            "UNCLEAR6-31725-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。由Agent检索证据、草拟政策及完成合规案例初审，交人工决策。 官网明确专家配置、团队复核和批准；10倍效率及独立模型验证/认证字样只是公司主张，本轮未取得审计报告或监管接受证明。 补证关联并不等独立财务/技术审计。"
        },
        {
          "id": "YC-AI6-31923",
          "name": "tash",
          "url": "https://www.ycombinator.com/companies/tash",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR6-31923-YC",
            "UNCLEAR6-31923-LAUNCH1",
            "UNCLEAR6-31923-HOME",
            "YCAIRE16-TASH-HOME",
            "YCAIRE16-TASH-TERMS",
            "YCAIRE16-TASH-RESEARCH"
          ],
          "note": "原ai-unclear，YC自报2026成立。交易卡组合投资平台，当前资料未明确AI任务。创始人100万收藏品买卖、资产价值、市场/指数收益不作平台收入；官网SEC资格仍进行中、曲线含插值，不能当已获资格或已实现策略回报。 当前AI主营继续待核，不强行入表，也非永久排除。 后续官网仍候补/证券资格进行中，页脚Tash Cards Inc.，通用条款不替实际发行/收费合同；保管鉴定和第三方支付与平台净费分开。行业论文数据库/指数筛选不证明AI，曲线插值/卡牌估值不当自家收益/ARR。仍pending-ai。"
        },
        {
          "id": "YC-AI6-32123",
          "name": "HERA",
          "url": "https://www.ycombinator.com/companies/manufacturingintelligence",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC32123",
          "evidenceIds": [
            "UNCLEAR6-32123-YC",
            "UNCLEAR6-32123-LAUNCH1",
            "UNCLEAR6-32123-HOME",
            "UNCLEAR6-32123-PRODUCT",
            "UNCLEAR6-32123-JOB"
          ],
          "note": "原ai-unclear，YC自报2026成立。用AI分析技术图纸/文件、审查变更并生成带来源引用的工程文稿。 官方招聘正文明确AI平台及AI/LLM集成，支持当前主营；与AI025自然语言视频工具Hera为不同YC页/创始团队/官网，不复用ID。标准检查是辅助审查，仍需工程师确认。 补证关联并不等独立财务/技术审计。"
        },
        {
          "id": "YC-AI6-32128",
          "name": "Mass Magnetics",
          "url": "https://www.ycombinator.com/companies/mass-magnetics",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC32128",
          "evidenceIds": [
            "UNCLEAR6-32128-YC",
            "UNCLEAR6-32128-LAUNCH1",
            "UNCLEAR6-32128-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。用机器视觉和学习模型分选回收磁材，销售材料并建设磁体制造能力。 不是因为机器人客户入表，而是官网明确AI分选环节；合金销售、磁体预购与未来烧结产能分开。3分钟/60秒宣传工序及合规/性能未独立核，预购不作ARR。 补证关联并不等独立财务/技术审计。"
        }
      ]
    },
    {
      "id": "YC-AI-UNCLEAR-7",
      "sourceId": "S01",
      "url": "https://www.ycombinator.com/companies",
      "accessedAt": "2026-10-31",
      "scope": "原192项AI不明第145—168项按发现顺序补核；16新增、0复用、8继续AI主营待核。七批168加此前OpenSEO共169项有后续记录，另23项继续。",
      "complete": false,
      "records": [
        {
          "id": "YC-AI7-32137",
          "name": "Kara",
          "url": "https://www.ycombinator.com/companies/kara",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR7-32137-YC",
            "UNCLEAR7-32137-LAUNCH1",
            "UNCLEAR7-32137-HOME",
            "YCAIRE16-KARA-HOME",
            "YCAIRE16-KARA-QA",
            "YCAIRE16-KARA-SOURCES"
          ],
          "note": "原ai-unclear，YC自报2026成立。金刚石晶圆/热管理材料；AI芯片客户和.ai域名不证明自身AI模型主营。样品采购单/试点未给已确认收入，创始人旧钻石销售不迁入，材料参数不当公司产品独立实测。 当前AI主营保留待核，不强行入表、也非永久排除。 后续Kara问答和引用页明确参数为本征材料文献，非自家量产独立检测；定制规格/可用性通过询价/NDA不等订单。官网Kara Inc.是自述，供AI芯片不当自身AI，交付/良率/收费仍缺，继续pending-ai。"
        },
        {
          "id": "YC-AI7-32164",
          "name": "Prized",
          "url": "https://www.ycombinator.com/companies/prized",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC32164",
          "evidenceIds": [
            "UNCLEAR7-32164-YC",
            "UNCLEAR7-32164-LAUNCH1",
            "UNCLEAR7-32164-LAUNCH2",
            "UNCLEAR7-32164-HOME",
            "UNCLEAR7-32164-PRICE"
          ],
          "note": "原ai-unclear，YC自报2026成立。提供持久云开发机、本地文件同步及端口映射，另有API临时沙盒。 当前云devbox与7月内部工具生成器分别保留；定价页明确旧工具另有tools.prized.dev。套餐转为额度、余额最多滚存两月，不把每月充值当MRR或实际资源消费。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-32170",
          "name": "Gutgutgoose",
          "url": "https://www.ycombinator.com/companies/gutgutgoose",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC32170",
          "evidenceIds": [
            "UNCLEAR7-32170-YC",
            "UNCLEAR7-32170-LAUNCH1",
            "UNCLEAR7-32170-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。用测序和混合机理-AI模型匹配益生菌配方，提供补充剂和复测。 官网明确Hybrid Mechanistic-AI，故补证入表；只是公司自述模型和补充剂，未取得独立临床效果。旧药房400万年收入不等本产品收入，订金、退费承诺与已确认订阅分开。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-32260",
          "name": "Manifold",
          "url": "https://www.ycombinator.com/companies/manifold-2",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC32260",
          "evidenceIds": [
            "UNCLEAR7-32260-YC",
            "UNCLEAR7-32260-LAUNCH1",
            "UNCLEAR7-32260-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。以学习式自主策略执行仓库搬运/拣选，并由远端人工处理例外。 官网明确AI自主栈和远程操作员；500万picks为正在部署以执行的量，未证明已完成/已付。零前期费不等无资本/人工成本，目标参数与模拟画面不作独立性能。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-32518",
          "name": "Agency Tool Company",
          "url": "https://www.ycombinator.com/companies/agency-tool-company",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC32518",
          "evidenceIds": [
            "UNCLEAR7-32518-YC",
            "UNCLEAR7-32518-LAUNCH1",
            "UNCLEAR7-32518-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。交付机器人软件/模型的增量更新、回退和设备管理，计划提供目标硬件CI。 官网明确可部署模型及LeRobot/CUDA等机器人栈，作为AI机器人部署设施入表而非自研模型；Deploy为beta，Build标Coming soon，不把YC第二产品描述或演示CI结果当正式可用/本项目授权runner。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-32521",
          "name": "Molagri",
          "url": "https://www.ycombinator.com/companies/molagri",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR7-32521-YC",
            "UNCLEAR7-32521-LAUNCH1",
            "UNCLEAR7-32521-HOME",
            "YCAIRE16-MOLAGRI-HOME",
            "YCAIRE16-MOLAGRI-FUNDING",
            "YCAIRE16-MOLAGRI-CAREERS"
          ],
          "note": "原ai-unclear，YC自报2026成立。精准生物农药研发；结构生物学、进化建模和模块化生物制品不自动等AI核心，本轮未取得明确学习模型交付。首grower LOI、580万融资和论文不当产品收入/获准销售或独立安全效果。 当前AI主营保留待核，不强行入表、也非永久排除。 后续10月14融资新闻明确580万USD/820万CAD是同笔种子前+种子合计，不作单种子轮或两币相加。实验室/临时专利申请/4类科研招聘非产品许可、安全验证、已聘支出或收入；仍无明确学习任务，继续pending-ai。"
        },
        {
          "id": "YC-AI7-32527",
          "name": "machine0",
          "url": "https://www.ycombinator.com/companies/machine0",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC32527",
          "evidenceIds": [
            "UNCLEAR7-32527-YC",
            "UNCLEAR7-32527-LAUNCH1",
            "UNCLEAR7-32527-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。通过CLI/MCP为Agent创建、暂停和恢复CPU/GPU云VM及配置环境。 明确Agent专用接口，仍可托管通用负载；99.99% uptime和隔离未实测，挂起仍计镜像存储。旧Upflow多百万ARR及Hike用户不迁入，月价是连续用量估计不是MRR。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-32553",
          "name": "Nori",
          "url": "https://www.ycombinator.com/companies/noril1",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC32553",
          "evidenceIds": [
            "UNCLEAR7-32553-YC",
            "UNCLEAR7-32553-LAUNCH1",
            "UNCLEAR7-32553-HOME",
            "UNCLEAR7-32553-BETA"
          ],
          "note": "原ai-unclear，YC自报2026成立。销售可训练的低价双臂移动机器人，并以部署数据训练通用机器人策略。 YC自述六周440K+ sales、首台部署，官网1688全价非订金、秋季发货；不清楚sales含预售/已履约比例，不当ARR或已全部交付。与YC30657个人健康应用Nori不同公司，不能按同名复用。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-32583",
          "name": "Graphify Labs",
          "url": "https://www.ycombinator.com/companies/graphify-labs",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC32583",
          "evidenceIds": [
            "UNCLEAR7-32583-YC",
            "UNCLEAR7-32583-LAUNCH1",
            "UNCLEAR7-32583-HOME",
            "UNCLEAR7-32583-PRICE",
            "UNCLEAR7-32583-README",
            "UNCLEAR7-32583-LICENSE",
            "UNCLEAR7-32583-MIT",
            "UNCLEAR7-32583-BENCH",
            "UNCLEAR7-32583-PROOF"
          ],
          "note": "原ai-unclear，YC自报2026成立。构建代码知识图谱及共享上下文，并提供PR审查和限定范围的差异验证。 公开README/许可/基准可读；代码AST确定性解析与文档语义模型分开。proven只针对求解器模型中的函数、预算耗尽为unknown；非整库功能正确或本研究独立实测，下载/stars/注册不等付费。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-32584",
          "name": "Aerogen Systems",
          "url": "https://www.ycombinator.com/companies/aerogen-systems",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR7-32584-YC",
            "UNCLEAR7-32584-LAUNCH1",
            "UNCLEAR7-32584-HOME",
            "YCAIRE16-AEROGEN-HOME",
            "YCAIRE16-AEROGEN-ABOUT",
            "YCAIRE16-AEROGEN-PILOT"
          ],
          "note": "原ai-unclear，YC自报2026成立。半导体设备污染控制及未来互连洁净系统；芯片客户、监测和仿真不自动证明AI核心。Talos试点与CleanPipe未来目标分开，产率/客户氮气成本非收入，净化效果只是厂商结果。 当前AI主营保留待核，不强行入表、也非永久排除。 后续About自述两年NASA研究是前期沿革非当前NASA采购/成立年。Talos试点报名按客户量测再扩、CleanPipe未来路线；单次自家曲线和客户氮气节省不是独立验证/收费。硬件、现场集成维护与软件ARR分开，继续pending-ai。"
        },
        {
          "id": "YC-AI7-32586",
          "name": "Greypoint Industries",
          "url": "https://www.ycombinator.com/companies/greypoint-industries",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR7-32586-YC",
            "UNCLEAR7-32586-LAUNCH1",
            "UNCLEAR7-32586-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。无线信号感知无人机群；跟踪/定位与创始人AI履历未明确实际学习模型主营。自述加拿大政府合同未有金额/公开合同/履约证据，不能认定已确认收入；官网普通读取403，不声称读过正文。 当前AI主营保留待核，不强行入表、也非永久排除。"
        },
        {
          "id": "YC-AI7-32587",
          "name": "TareBio",
          "url": "https://www.ycombinator.com/companies/tarebio",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR7-32587-YC",
            "UNCLEAR7-32587-LAUNCH1",
            "UNCLEAR7-32587-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。免疫读出驱动疫苗研发；正文/官网未明确当前AI模型任务，招聘ML工程师不等已交付AI。小鼠结果/未来首患者时间不是人类疗效或许可；资助/合作不当ARR，不归基础模型公司。 当前AI主营保留待核，不强行入表、也非永久排除。"
        },
        {
          "id": "YC-AI7-32621",
          "name": "Aktoria Robotics",
          "url": "https://www.ycombinator.com/companies/aktoria-robotics",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC32621",
          "evidenceIds": [
            "UNCLEAR7-32621-YC",
            "UNCLEAR7-32621-LAUNCH1",
            "UNCLEAR7-32621-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。提供机器人遥操作软件、24小时人工操作员网络及训练数据片段。 官网明确向训练实验室供数据，不只是泛用远控；40ms旧跨国宣传与官网130ms线路/5ms本地口径分别保留。没有把操作员劳动当全自主/纯软件毛利，数据样本可见不等已售或授权已核。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-33013",
          "name": "Operon",
          "url": "https://www.ycombinator.com/companies/operon",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC33013",
          "evidenceIds": [
            "UNCLEAR7-33013-YC",
            "UNCLEAR7-33013-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。将工厂图纸/文件/传感资料组织为上下文，并定制Agent执行专业工作流。 官网首月工程师进入客户公司、3周上线且人工批准；单笔down payment覆盖一轮，不默认经常性订阅。平均280万年节省是客户价值非Operon ARR；YC团队0只原字段，不代表无人交付。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-33018",
          "name": "Agentcard",
          "url": "https://www.ycombinator.com/companies/agentcard",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC33018",
          "evidenceIds": [
            "UNCLEAR7-33018-YC",
            "UNCLEAR7-33018-LAUNCH1",
            "UNCLEAR7-33018-LAUNCH2",
            "UNCLEAR7-33018-HOME",
            "UNCLEAR7-33018-PRICE"
          ],
          "note": "原ai-unclear，YC自报2026成立。为Agent提供卡片托管、发卡和购买执行接口，并保留用户支付授权。 当前主打代客户存卡/购买，保留6月独立借记卡旧发布；Vault免费额度、Issuing月费与1% revenue share分别保存，不臆定分成方向/费率净额。语音早期访问、Purchase Agent beta免费，成功率/合规仅自述。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-33144",
          "name": "Grip",
          "url": "https://www.ycombinator.com/companies/grip",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC33144",
          "evidenceIds": [
            "UNCLEAR7-33144-YC",
            "UNCLEAR7-33144-LAUNCH1",
            "UNCLEAR7-33144-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。用学习式场景理解/抓取规划和专用硬件分拣变化的垃圾流。 YC正文明确从成功/失败抓取学习，官网仅简短标语；客户行业损失/工厂数不作收入，产品吞吐、实际部署与持续付费未核，不把未来所有垃圾覆盖当已交付。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-33281",
          "name": "Earendil Robotics",
          "url": "https://www.ycombinator.com/companies/earendil-robotics",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR7-33281-YC",
            "UNCLEAR7-33281-LAUNCH1",
            "UNCLEAR7-33281-HOME"
          ],
          "note": "原ai-unclear，YC自报2025成立。反无人机系统、传感及人员训练；自主操作和团队战斗经历不足以单独证明AI学习核心。团队旧战绩不当本产品验证或付费销售，合规/实战部署为厂商自述未独立核。 当前AI主营保留待核，不强行入表、也非永久排除。"
        },
        {
          "id": "YC-AI7-33313",
          "name": "SubVysion",
          "url": "https://www.ycombinator.com/companies/subvysion",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC33313",
          "evidenceIds": [
            "UNCLEAR7-33313-YC",
            "UNCLEAR7-33313-LAUNCH1",
            "UNCLEAR7-33313-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。以地面机器人采集地下传感数据，并用机器学习/Agent生成3D设施地图。 8月发布明确机器学习/Agent任务，官网无可读正文；1500亿行业浪费和1400万/日云厂延期损失是客户/行业成本。精度/100倍细度/速度自述未独立核，不将采集点或节省当收入。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-33319",
          "name": "Vernius Systems, Inc.",
          "url": "https://www.ycombinator.com/companies/vernius-systems-inc",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR7-33319-YC",
            "UNCLEAR7-33319-LAUNCH1",
            "UNCLEAR7-33319-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。雷达/感知硬件。自主或视觉引导未明确学习模型；当前580M+与旧500M LOI为不同时点意向，不能当销售/ARR或跨时点相加，成本比较不是定价实收，主体注册待核。 当前AI主营保留待核，不强行入表、也非永久排除。"
        },
        {
          "id": "YC-AI7-33408",
          "name": "Salem Robotics Inc",
          "url": "https://www.ycombinator.com/companies/salem-robotics-inc",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC33408",
          "evidenceIds": [
            "UNCLEAR7-33408-YC",
            "UNCLEAR7-33408-LAUNCH1",
            "UNCLEAR7-33408-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。提供physical AI和动态规划，使机器人执行巡检/测量并输出可追溯记录。 官网明确physical AI；确定性运动保证与环境动态/现场风险边界分开，未独立验证安全或监管接受。合同洽谈不是销售，200K闲置机器人是客户资产价，派技术员测绘与后续维护成本需拆。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-33607",
          "name": "Atomarine",
          "url": "https://www.ycombinator.com/companies/atomarine",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR7-33607-YC",
            "UNCLEAR7-33607-LAUNCH1",
            "UNCLEAR7-33607-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。海上电力与数据中心基础设施，AI客户需求不单独证明AI模型/专用计算交付。发布首燃气试点2028、核动力在未来，网页产能/速度目标不是现役规模；合作、融资/项目资本金与收入分开。 当前AI主营保留待核，不强行入表、也非永久排除。"
        },
        {
          "id": "YC-AI7-34828",
          "name": "Kailash Labs",
          "url": "https://www.ycombinator.com/companies/kailash-labs",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC34828",
          "evidenceIds": [
            "UNCLEAR7-34828-YC",
            "UNCLEAR7-34828-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。当前官网提供会学习工件的机器人工作站；YC仍描述视频模型工厂及Marlin 2B。 当前同一YC所链官网暂按C10，保留原C01模型方向；7天试点、无capex不等持续收入或无人工成本。未取得可核Marlin权重/模型卡/许可及独立对比，不把open-weights自述当已读公开模型。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-34897",
          "name": "AnyAlpha",
          "url": "https://www.ycombinator.com/companies/anyalpha",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC34897",
          "evidenceIds": [
            "UNCLEAR7-34897-YC",
            "UNCLEAR7-34897-LAUNCH1",
            "UNCLEAR7-34897-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。把自然语言交易想法转为Agent，研究/回测后连接账户执行。 旧多款app合计500K ARR和创始人个人投资收益不当AnyAlpha收入；回测与示例策略不能证明实盘净收益，官网交易所Logo不自动证明集成可用/合作。未交易、开户或作投资建议。 补证关联不代表财务、法律和技术已独立审计。"
        },
        {
          "id": "YC-AI7-34899",
          "name": "The Letter Company",
          "url": "https://www.ycombinator.com/companies/the-letter-company",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC34899",
          "evidenceIds": [
            "UNCLEAR7-34899-YC",
            "UNCLEAR7-34899-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。以Agent可组合的内容、搜索可见度、线索和发信工具构建增长工作流。 YC称增长编码Agent/harness，官网当前更明确营销原语，按C06；100+teams为采用自述。Acme/214家Stripe验证等为明确fictional/illustrative演示，不作真实客户付款或收入，未执行页面命令或发信。 补证关联不代表财务、法律和技术已独立审计。"
        }
      ]
    },
    {
      "id": "YC-AI-UNCLEAR-8",
      "sourceId": "S01",
      "url": "https://www.ycombinator.com/companies",
      "accessedAt": "2026-10-31",
      "scope": "原192项AI不明第169—192项按发现顺序补核；10新增、1复用EveryApp、13继续AI主营待核。八批192项全池有后续记录：110关联公司、82待核；原初筛不回写，已读不等全部确认为AI。",
      "complete": false,
      "records": [
        {
          "id": "YC-AI8-35025",
          "name": "Inflection Space Systems",
          "url": "https://www.ycombinator.com/companies/inflection-space-systems",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR8-35025-YC",
            "UNCLEAR8-35025-LAUNCH1",
            "UNCLEAR8-35025-HOME"
          ],
          "note": "原ai-unclear，YC自报2025成立。航天器量产/工厂自动化，官网和发布称未来各环节AI-native但未明确现行学习任务/交付；首发射Q1 2028、年万台为目标。USD单价150万等报价及客户预约不等已实现销售/ARR，模拟机队不当现役规模。 AI主营继续待核，不强行入公司表，也非永久排除。"
        },
        {
          "id": "YC-AI8-35093",
          "name": "Aviern",
          "url": "https://www.ycombinator.com/companies/aviern",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR8-35093-YC",
            "UNCLEAR8-35093-LAUNCH1",
            "UNCLEAR8-35093-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。无人货机、自研autopilot/perception及自主飞行示范，未明确学习模型/AI核心实现。原型、Q1 2027/2028目标及官网1000磅规划不作量产/商业获准或收入，行业货值8.3万亿非公司营收。 AI主营继续待核，不强行入公司表，也非永久排除。"
        },
        {
          "id": "YC-AI8-35127",
          "name": "Rhem Labs",
          "url": "https://www.ycombinator.com/companies/rhem-labs",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC35127",
          "evidenceIds": [
            "UNCLEAR8-35127-YC",
            "UNCLEAR8-35127-LAUNCH1",
            "UNCLEAR8-35127-HOME"
          ],
          "note": "原ai-unclear，YC自报2025成立。以语音AI桌面设备协助日常任务、记录健康趋势并联系家属。 当前官网明确AI companion、99 USD/月从确认交付后计期，2027-01-20至31预计发货且尚未就绪；与10月发布1099买断加两年Plus不同方案分别保留。读数为非医疗估计，任务演示不证明药物已配发或护理替代。 补证关联不等独立财务、技术或法律审计。"
        },
        {
          "id": "YC-AI8-35157",
          "name": "Nitroduck",
          "url": "https://www.ycombinator.com/companies/nitroduck",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR8-35157-YC",
            "UNCLEAR8-35157-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。作物基因编辑平台，当前简介及无正文官网未确认AI学习任务；基因编辑/效果方向不自动等AI主营，未核许可、独立效果/实际产品收入。 AI主营继续待核，不强行入公司表，也非永久排除。"
        },
        {
          "id": "YC-AI8-35224",
          "name": "Micora",
          "url": "https://www.ycombinator.com/companies/micora",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR8-35224-YC",
            "UNCLEAR8-35224-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。集装箱太阳能/储能微电网。自主部署、故障监控及数据中心客户未明确AI模型核心；功率、98% uptime与展示面板不是实销规模/独立可靠性，能源项目与软件ARR需分开。 AI主营继续待核，不强行入公司表，也非永久排除。"
        },
        {
          "id": "YC-AI8-35261",
          "name": "Asakana",
          "url": "https://www.ycombinator.com/companies/asakana",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC35261",
          "evidenceIds": [
            "UNCLEAR8-35261-YC",
            "UNCLEAR8-35261-LAUNCH1",
            "UNCLEAR8-35261-HOME"
          ],
          "note": "原ai-unclear，YC自报2025成立。以AI读取手写/多语订单与历史上下文，匹配商品并写入既有ERP。 官网明确训练于手写资料的AI和搜索，不只创始人Gemini经历；有歧义先交人工，零错误/精度比较为自述。客户节省40%工时、60单/日不作Asakana收入或自身订单量。 补证关联不等独立财务、技术或法律审计。"
        },
        {
          "id": "YC-AI8-35389",
          "name": "Open Actuation",
          "url": "https://www.ycombinator.com/companies/open-actuation",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR8-35389-YC",
            "UNCLEAR8-35389-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。定制电机/执行器制造，专有设计/加工软件和机器人客户不证明AI模型核心；首工厂每月数千台是产能主张，未给已售/交付或确认收入。 AI主营继续待核，不强行入公司表，也非永久排除。"
        },
        {
          "id": "YC-AI8-35396",
          "name": "Oasive",
          "url": "https://www.ycombinator.com/companies/oasive",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC35396",
          "evidenceIds": [
            "UNCLEAR8-35396-YC",
            "UNCLEAR8-35396-LAUNCH1",
            "UNCLEAR8-35396-HOME"
          ],
          "note": "原ai-unclear，YC自报2025成立。以AI研究助手、估值/提前偿付模型提供利率及机构MBS研究分析。 YC当前强调市政债，官网仍将Municipal/ABS/Corporate列Coming next，按已显示MBS/利率交付保留差异。15+机构desk为采用而非付费；创始人旧350B/17B资产组合及示例2.8B不是公司收入/AUM。 补证关联不等独立财务、技术或法律审计。"
        },
        {
          "id": "YC-AI8-35455",
          "name": "Deploy",
          "url": "https://www.ycombinator.com/companies/deploy",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC35455",
          "evidenceIds": [
            "UNCLEAR8-35455-YC",
            "UNCLEAR8-35455-LAUNCH1",
            "UNCLEAR8-35455-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。将通用机器人模型接到具体任务，跟踪执行并将人工干预回流训练。 当前官网聚焦退货、kitting及FBA prep，YC发布明确模型/人工干预训练。保证吞吐、24/7和无capex是公司主张，未独立核实际履约；不是出售机器人或纯软件毛利。 补证关联不等独立财务、技术或法律审计。"
        },
        {
          "id": "YC-AI8-35457",
          "name": "Kairox Systems",
          "url": "https://www.ycombinator.com/companies/kairox-systems",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR8-35457-YC",
            "UNCLEAR8-35457-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。水空两栖无人系统，未明确学习模型；官网TRL4/仿真及真实测试进行中不同于YC用户验证的商业部署，概念图/军方交流不作付费或独立实证。 AI主营继续待核，不强行入公司表，也非永久排除。"
        },
        {
          "id": "YC-AI8-35487",
          "name": "Streamline Systems",
          "url": "https://www.ycombinator.com/companies/streamline-systems",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR8-35487-YC",
            "UNCLEAR8-35487-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。无GPS导航模块，当前自报自主飞行/控制器适配不足以确认学习模型；官网403无正文，未独立核实部署、许可或收入。 AI主营继续待核，不强行入公司表，也非永久排除。"
        },
        {
          "id": "YC-AI8-35523",
          "name": "twentyfour26",
          "url": "https://www.ycombinator.com/companies/twentyfour26",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR8-35523-YC",
            "UNCLEAR8-35523-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。CNC快速打样及CAD软件规划，官网明确自营生产/检验、逐步教会加工单元；未明确AI学习模型，自动报价/几何分析不自动等AI。示例程序/验收不作客户订单或实测。 AI主营继续待核，不强行入公司表，也非永久排除。"
        },
        {
          "id": "YC-AI8-36088",
          "name": "EveryApp",
          "url": "https://www.ycombinator.com/companies/everyapp",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI074",
          "evidenceIds": [
            "UNCLEAR8-36088-YC",
            "UNCLEAR8-36088-LAUNCH1",
            "UNCLEAR8-36088-HOME",
            "UNCLEAR8-36088-SEO-HOME",
            "UNCLEAR8-36088-SEO-PRICE"
          ],
          "note": "原ai-unclear，YC自报2026成立。复用EveryApp（含OpenSEO）AI074；开源自托管、未来托管与当前OpenSEO产品分别保存，用户/星标/Cloudflare费用不作公司收入。 补证关联不等独立财务、技术或法律审计。"
        },
        {
          "id": "YC-AI8-36114",
          "name": "Particularity",
          "url": "https://www.ycombinator.com/companies/particularity",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC36114",
          "evidenceIds": [
            "UNCLEAR8-36114-YC",
            "UNCLEAR8-36114-LAUNCH1",
            "UNCLEAR8-36114-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。用AI Agent检查公开网站及投诉，整理带时间戳的执法调查材料。 YC发布明确AI调查；官网普通HTTP403未读正文。court-ready和法条匹配为厂商主张，不代表法院接受/违规已认定；未检查第三方网站或替政府发起行动。 补证关联不等独立财务、技术或法律审计。"
        },
        {
          "id": "YC-AI8-36411",
          "name": "Vyra",
          "url": "https://www.ycombinator.com/companies/vyra",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC36411",
          "evidenceIds": [
            "UNCLEAR8-36411-YC",
            "UNCLEAR8-36411-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。以对话Agent理解用户素材、剪辑/字幕并生成可导出的成片草稿。 官网95591 creators为采用自述非付费，展示播放量也非收入；MCP套餐24/65与内置AI54/129美元符号/月不混算。三日试用、额度和外部模型成本待核，未上传/生成或运行示例。 补证关联不等独立财务、技术或法律审计。"
        },
        {
          "id": "YC-AI8-36444",
          "name": "Odin Robotics",
          "url": "https://www.ycombinator.com/companies/odin-robotics",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC36444",
          "evidenceIds": [
            "UNCLEAR8-36444-YC",
            "UNCLEAR8-36444-LAUNCH1",
            "UNCLEAR8-36444-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。用确定性控制配合学习式技能执行机床上下料、包装等多变工序。 官方明确trained models/LLM与学习式技能；试点满意才收费、后续月租/买断分开。演示有2/2.5/3倍速且文字不完全一致，未观看或独立测量吞吐、安全/可靠性。 补证关联不等独立财务、技术或法律审计。"
        },
        {
          "id": "YC-AI8-36708",
          "name": "Sinter",
          "url": "https://www.ycombinator.com/companies/sinter-systems",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR8-36708-YC",
            "UNCLEAR8-36708-HOME"
          ],
          "note": "原ai-unclear，YC自报2025成立。塑料制造及快速报价，官网模流仿真/聚合物模具均Coming soon；autonomous/intelligent宣传未明确现行学习模型。示例模具/产线不是实际订单收入，已售FDM与未来模具分开。 AI主营继续待核，不强行入公司表，也非永久排除。"
        },
        {
          "id": "YC-AI8-36774",
          "name": "ObsessionDB",
          "url": "https://www.ycombinator.com/companies/obsessiondb",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC36774",
          "evidenceIds": [
            "UNCLEAR8-36774-YC",
            "UNCLEAR8-36774-LAUNCH1",
            "UNCLEAR8-36774-HOME",
            "UNCLEAR8-36774-PRICE"
          ],
          "note": "原ai-unclear，YC自报2026成立。以ClickHouse分支及计算存储分离处理Agent日志/轨迹，并提供Agent操作接口。 官网明确Agent隔离只读计算/MCP，分支沙盒Early access、自动伸缩/scale-to-zero Coming with2.0。50TB客户数据及百万请求不是收入；4090 USD/月为默认估算非实际MRR，厂商基准未独立复现。 补证关联不等独立财务、技术或法律审计。"
        },
        {
          "id": "YC-AI8-37105",
          "name": "Tilion",
          "url": "https://www.ycombinator.com/companies/tilion",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC37105",
          "evidenceIds": [
            "UNCLEAR8-37105-YC",
            "UNCLEAR8-37105-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。提供面向Agent的自修复浏览器运行设施。 YC称每天百万级Agent操作，官网只有候补/联系及愿景；规模/自修复/无监督为自述，未取得运行记录、价格/付费或可靠性验证，没有测试访问限制。 补证关联不等独立财务、技术或法律审计。"
        },
        {
          "id": "YC-AI8-37137",
          "name": "Clean",
          "url": "https://www.ycombinator.com/companies/clean",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR8-37137-YC",
            "UNCLEAR8-37137-HOME",
            "UNCLEAR8-37137-METHOD",
            "UNCLEAR8-37137-PRIVACY"
          ],
          "note": "原ai-unclear，YC自报2026成立。实体信号获客、ICP问答和带来源研究，已读官网/方法/隐私但未明确核心AI模型任务及人工/规则占比；AI Labs名称不单独入表。客户60K签单/120K管线、示例贷款和创始人旧MRR/合同均非Clean当前收入。 AI主营继续待核，不强行入公司表，也非永久排除。"
        },
        {
          "id": "YC-AI8-37272",
          "name": "The Subvocal Company",
          "url": "https://www.ycombinator.com/companies/the-subvocal-company",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "YC37272",
          "evidenceIds": [
            "UNCLEAR8-37272-YC",
            "UNCLEAR8-37272-LAUNCH1",
            "UNCLEAR8-37272-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。用眼镜RF传感及解码模型把无声发音动作转为文字输入。 10月30发布仍是半便携原型/小数据集，官网最终外形为目标；199美元符号预约不是完整最终价或收入。200+WPM及短校准通用模型未独立核，官网无可读正文/预约页不可访问，不按示意图认定已量产。 补证关联不等独立财务、技术或法律审计。"
        },
        {
          "id": "YC-AI8-37797",
          "name": "STASIS",
          "url": "https://www.ycombinator.com/companies/stasis",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR8-37797-YC",
            "UNCLEAR8-37797-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。眼动/健康指标眼镜及自动调光，未取得具体AI模型/学习任务；官网原域跳wearstasis。299预售、激活后才开10/月分析订阅，2026年底至2027初预计出货；不能作当前MRR或临床效度，库存余数/成功提示是页面状态。 AI主营继续待核，不强行入公司表，也非永久排除。"
        },
        {
          "id": "YC-AI8-37999",
          "name": "RATLOG",
          "url": "https://www.ycombinator.com/companies/ratlog",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR8-37999-YC",
            "UNCLEAR8-37999-LAUNCH1",
            "UNCLEAR8-37999-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。可复用运载火箭，当前公开资料未明确AI主营。400M发射预约协议非确认销售/ARR；旧Lio经历/航天客户及未来11月热试目标不证明AI/已实现经营，官网403未读正文。 AI主营继续待核，不强行入公司表，也非永久排除。"
        },
        {
          "id": "YC-AI8-38589",
          "name": "Keres",
          "url": "https://www.ycombinator.com/companies/keres",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "UNCLEAR8-38589-YC",
            "UNCLEAR8-38589-HOME"
          ],
          "note": "原ai-unclear，YC自报2026成立。可复用无人拦截航空器；自主识别/无人飞行未明确学习模型任务，官网仅航天防务简介。创始人军旅经历与成本宣传不当现产品独立性能、交付或收入。 AI主营继续待核，不强行入公司表，也非永久排除。"
        }
      ]
    },
    {
      "id": "YC-DATE-CONFLICT-1",
      "sourceId": "S01",
      "url": "https://www.ycombinator.com/companies",
      "accessedAt": "2026-10-31",
      "scope": "原1428条发现中6项成立年与批次冲突全池补核；6项都已有可回查旧产品发布及现官网，但注册/新旧主体连续未证，全部pending-year，不新增公司或收入。Layers当前AI核心另待核。",
      "complete": false,
      "records": [
        {
          "id": "YC-YEAR1-26144",
          "name": "MSPilot",
          "url": "https://www.ycombinator.com/companies/mspilot",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "当前MSP多租户Agent部署/治理及转售平台，2025-11-09旧发布为OpenBuilder编码工具。YC列2026成立、Fall2025；旧EasyCode安装及创始团队经历不能补新主体成立或当前规模。官网利润计算器是MSP客户情景，非自身MRR；注册/品牌与主体沿革待核。",
          "evidenceIds": [
            "YEARCONFLICT1-26144-YC",
            "YEARCONFLICT1-26144-LAUNCH1",
            "YEARCONFLICT1-26144-HOME",
            "YEARCONFLICT1-26144-ABOUT"
          ]
        },
        {
          "id": "YC-YEAR1-30226",
          "name": "Elip AI",
          "url": "https://www.ycombinator.com/companies/elip-ai",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "当前WhatsApp求职匹配Agent，求职者免费、雇主录用后付费；2025-03-04旧发布为Tejas银行风控。YC列2026成立、Winter2025；官网运营者Freshview Innovations, Inc.，条款生效/更新不是注册日，品牌与主体连续待核，不迁移Tartan旧增长或客户数。",
          "evidenceIds": [
            "YEARCONFLICT1-30226-YC",
            "YEARCONFLICT1-30226-LAUNCH1",
            "YEARCONFLICT1-30226-HOME",
            "YEARCONFLICT1-30226-ABOUT",
            "YEARCONFLICT1-30226-TERMS"
          ]
        },
        {
          "id": "YC-YEAR1-30671",
          "name": "Panoptive",
          "url": "https://www.ycombinator.com/companies/panoptive",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "当前临床开发数据/运营/质量Agent及人工审查，2025-08-02旧发布为AgentHub通用Agent测试环境。YC列2026成立、Summer2025；同页面/创始人链只支持产品沿革线索，不能确认同法人或新成立年；官网示例为合成数据，招聘数不当实际团队。",
          "evidenceIds": [
            "YEARCONFLICT1-30671-YC",
            "YEARCONFLICT1-30671-LAUNCH1",
            "YEARCONFLICT1-30671-HOME",
            "YEARCONFLICT1-30671-COMPANY"
          ]
        },
        {
          "id": "YC-YEAR1-30975",
          "name": "MadeThis",
          "url": "https://www.ycombinator.com/companies/madethis",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "当前自营业务AI团队/网站支付营销平台；2025-11-17及2026-02-17旧发布Castari Agent运行时。YC列2026成立、Fall2025，官网运营者Castar Ventures, Inc.；2026条款日期不作注册日。客户销售款、广告预算、平台收费及RunPod旧收入分开，法律连续待核。",
          "evidenceIds": [
            "YEARCONFLICT1-30975-YC",
            "YEARCONFLICT1-30975-LAUNCH1",
            "YEARCONFLICT1-30975-LAUNCH2",
            "YEARCONFLICT1-30975-LAUNCH3",
            "YEARCONFLICT1-30975-HOME",
            "YEARCONFLICT1-30975-TERMS",
            "YEARCONFLICT1-30975-PRICE"
          ]
        },
        {
          "id": "YC-YEAR1-30983",
          "name": "Layers",
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          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司主页自报Founded2020；新AI定位/参赛不重置成立年。 AI创业指导、报告/材料及流程工具；1000+服务客户/五倍速度为自述，不等付费数或自身营收。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-FOUNDERWAY-HOME",
            "TCCONS25-FOUNDERWAY-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-HOTELTREATS",
          "name": "Hotel Treats",
          "url": "https://www.hoteltreats.com/en",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。官网2024-07-01周年材料称已经营多年并回顾2017起源，属于旧业务；各年份语义与精确注册分开。 酒店体验/礼券交易及酒店商家工具；酒店交易/礼券面值与平台中介净费分开，AI核心未证。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-HOTELTREATS-HOME",
            "TCCONS25-HOTELTREATS-YEAR",
            "TCCONS25-HOTELTREATS-TERMS"
          ]
        },
        {
          "id": "TC25-CONS-JOTTO",
          "name": "Jotto",
          "url": "https://jotto.me/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司主页自报Founded2024；响应率、活动规模和用户内容非公司收入，官网访问缺项保留。 官网本轮无可读正文；公司公开主页介绍QR收集文字/语音/视频反馈和AI报告，归受众/客户运营。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-JOTTO-HOME",
            "TCCONS25-JOTTO-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-NIM",
          "name": "Nim",
          "url": "https://nim.video/",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司公开主页自报Founded2024；11—50范围与当前显示关联员工数量不同，均不是付费人数。 多模型/模板AI图像视频制作App，不将接入第三方模型当自主训练基础模型；500万创作者为官网自述。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-NIM-HOME",
            "TCCONS25-NIM-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-PERFINGO",
          "name": "Perfingo",
          "url": "https://www.perfingo.com/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司公开主页自报Founded2022；旧内容品牌Daretofinance与当前产品沿革待核。 新加坡个人/夫妻财务计划，含AI流水分类/月报；S$96年付或S$12月付是报价，示例资产和投资收益非平台收入。 原2025总入口savefirst.app现为TeakSoftwareStudioLLC运营的SaveFirst，未证与Perfingo同主体；原始链接对应继续待核，不继承年份/报价/收入。 后续补证：TechCrunch独立参赛档案的创始人与Perfingo当前法律页DarrenLee对应，已确认原名单savefirst链接所称参赛者为Perfingo；当前域由Teak原始产品页及政策对应，域名/产品转手或迁移沿革仍缺，不能将现SaveFirst当同主体。Perfingo原App另迁classic子域，不重置2022年。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-PERFINGO-HOME",
            "TCCONS25-PERFINGO-YEAR",
            "TCAL25-SAVE-HOME",
            "TCAL25-SAVE-PRIVACY",
            "TCAL25-SAVE-TCPROFILE",
            "TCAL25-PERFINGO-ENTITY",
            "TCAL25-SAVE-TEAK"
          ]
        },
        {
          "id": "TC25-CONS-PINTOURS",
          "name": "Pintours",
          "url": "https://www.pintours.org/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "公司主页链接pintours.ai并介绍同品牌体验服务，未取得Founded；.org/.ai/.com主体和成立年待核，合作/订单不当ARR。 现为品牌/景点提供AI行程和真人服务编排，含旅游、交通和活动；供应商销售与平台净费、软件/服务收入需拆。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-PINTOURS-HOME",
            "TCCONS25-PINTOURS-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-PRICKLY",
          "name": "Prickly Pear Health",
          "url": "https://pricklypear.io/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司主页自报Founded2024，合作研究方在其转载介绍中称2024年6月；与同域旧招聘服务聚合条目不强配。 面向女性脑健康的语音日志、自护提示与生活数据模式追踪；健康结果/科研引用不作本轮独立疗效。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-PRICKLY-HOME",
            "TCCONS25-PRICKLY-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-RAX",
          "name": "rax",
          "url": "https://www.raxapp.ca/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "本轮取得产品页面，成立/法律主体、平台净费与AI实际交付仍待核；媒体所谓当年发布与旧2023报道线索不直接定年。 真人衣橱租借/买卖交易平台；衣物租金、交易额与平台净费分别核，AI核心作用尚未从原始资料确认。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-RAX-HOME"
          ]
        },
        {
          "id": "TC25-CONS-CYBERFRIEND",
          "name": "Rent a Cyber Friend",
          "url": "https://www.rentacyberfriend.com/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司主页自报Founded2023；官网低至0.1美元符号/分钟是服务报价，不等平台MRR，真人供应成本和分账待核。 真人一对一视频交流/陪伴市场；用户按分钟支付及小费与平台分成不同，不把Cyber误认为AI聊天。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-CYBERFRIEND-HOME",
            "TCCONS25-CYBERFRIEND-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-RENUDE",
          "name": "Renude",
          "url": "https://renude.co/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司主页自报Founded2020；不与drinkrenude.com饮料品牌2018年混同，客户购物转化/AOV提升非Renude收入。 面向美容品牌/零售商的AI皮肤分析及导购插件，按商业交付归客户运营；不当临床诊疗或自主基础模型。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-RENUDE-HOME",
            "TCCONS25-RENUDE-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-SNAP",
          "name": "Snap Discovery AG",
          "url": "https://www.snapdiscovery.de/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司主页自报Founded2023；其Public Company标签不直接认定证券上市，集团注册仍待核。 脑机接口/脑信号到设备控制的研发与硬件技术，兼游戏及研究场景；科研/演示不作量产/临床认证。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-SNAP-HOME",
            "TCCONS25-SNAP-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-TASTEIT",
          "name": "Tasteit",
          "url": "https://tasteit.me/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "条款可读但本轮未取得可靠成立日期；第三方2021及同名食品商标不用于填当前法人年份。 围绕食物兴趣连接真人、约饭与活动的社交App；AI主营未从当前原始资料证实。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-TASTEIT-HOME",
            "TCCONS25-TASTEIT-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-TATTD",
          "name": "Tattd",
          "url": "https://www.tattd.ai/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。公司主页旧域tattd.co自报Founded2020，现官网故事同创始人Laura Schaack/同业务；精确主体连续和第三方2019差异待核。 AI纹身设计、艺术家发现/预约/支付市场；纹身订单/艺术家收入、平台服务费与设计订阅需拆。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-TATTD-HOME",
            "TCCONS25-TATTD-YEAR",
            "TCCONS25-TATTD-STORY"
          ]
        },
        {
          "id": "TC25-CONS-VISTA",
          "name": "Vista InnoTech Limited",
          "url": "https://www.vit.com.hk/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司主页自报Founded2017；2025新奖项/参赛和机器人应用不等新公司或新AI模型。 手机相机微型云台防抖组件及控制软件，按硬件产业交付；专利数/防抖倍数为厂商自述，AI核心未证。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-VISTA-HOME",
            "TCCONS25-VISTA-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-YOUNGMINDS",
          "name": "Young Minds App",
          "url": "https://www.youngmindsapp.co.uk/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "英国YOUNGMINDSAPP LTD 15382154登记2024-01-02，董事Nino Dvalidze与发现创始人名对应；官网无正文，产品与该法律主体直接对应及更早事业仍待补，不先确认为新2025公司。 发现官网本轮仅无正文外壳；家长/孩子数字习惯与安全产品的当前AI实际交付仍待原始可读材料。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-YOUNGMINDS-HOME",
            "TCCONS25-YOUNGMINDS-YEAR",
            "TCCONS25-YOUNGMINDS-OFFICER"
          ]
        },
        {
          "id": "TC25-CONS-ZORASAFE",
          "name": "ZoraSafe",
          "url": "https://zorasafe.com/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。公司主页匹配zorasafe.com并自报Founded2024；.ai新闻页本轮返回无正文，不以新闻搜索缓存当已读全文。 家庭/长者反诈风险提示，含可疑内容检查/家庭口令/社区信息；当前官网明确浏览器和桌面仍开发中且不保证检测。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-ZORASAFE-HOME",
            "TCCONS25-ZORASAFE-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-CALIFICADAS",
          "name": "Calificadas",
          "url": "https://www.calificadas.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。Village Capital原始2024-06-24介绍链接该官网，回顾2009培训起源和2020数字化，说明2025之前已有业务；2009不直接当现法人成立。 现官网为组织咨询/培训及CUALY AI自适应沟通/思维训练；旧演讲App与现混合服务并列，课程/人工/软件收入和实际交付仍待核。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-CALIFICADAS-HOME",
            "TCCONS25-CALIFICADAS-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-CAMPUS",
          "name": "CampusAI",
          "url": "https://www.campus.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。原始组织页列2023年初建立、2023年10月alpha、2024年3月投资，国际CampusAI Holding LLC/波兰CampusAI PSA；不与2020 campusai.com或2025同名校园助手混同。 面向个人/组织的AI技能培训、实践工具及平台；教人用AI不自动等自主基础模型或纯自动SaaS，课程/人工费用需拆。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-CAMPUS-HOME",
            "TCCONS25-CAMPUS-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-GENERALNEURO",
          "name": "General Neuro",
          "url": "https://generalneuro.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。官网明确自2024起制作头带，旧业务暂归范围外；现头带/自述注册试验、第三方论文和实际产品有效性分开，本轮未独立验证或执行使用。 当前NeuroLingo为儿童阅读练习的脑刺激头带/应用，旧成人语言学习用途分开；硬件/临床试点不作软件订阅或已获批准疗效。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-GENERALNEURO-HOME"
          ]
        },
        {
          "id": "TC25-CONS-READMIO",
          "name": "Readmio",
          "url": "https://www.readmio.com/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。官网关于页展示2021 Startup World Cup/Summit获奖及早期App服务，说明2025前已有业务；不据奖项日期反推精确成立年。 家长朗读时触发音效/音乐的故事App及内容服务，面向家庭，不将内容数量或用户量作付费数。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-READMIO-HOME",
            "TCCONS25-READMIO-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-SUPERTEACHER",
          "name": "Super Teacher",
          "url": "https://getsuperteacher.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。直接参与者Head of Product/UX案例称2022产品已上线、后扩学校；链接同官网，暂归旧业务，不当精确注册或实际付费规模。 学校/家庭交互式AI辅导，按问题调整指导；个性化教育结果和老师证词非本轮独立学习效果测试。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-SUPERTEACHER-HOME",
            "TCCONS25-SUPERTEACHER-YEAR"
          ]
        },
        {
          "id": "TC25-CONS-ZEZEDU",
          "name": "ZEZEDU Corp.",
          "url": "https://zezedu.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "按公司自述年份或2025前已有业务暂归范围外。投资方NAVER D2SF原始名录列Founded2019、Seed2020；官网也保留2020—2024历史，非2025参赛新成立。 学校数学解题过程分析、分层反馈及作业管理，含机构解决方案；学生/学校数量不是公司收入。",
          "evidenceIds": [
            "TCCONS25-INDEX",
            "TCCONS25-ZEZEDU-HOME",
            "TCCONS25-ZEZEDU-YEAR"
          ]
        }
      ]
    },
    {
      "id": "TC-2025-battlefield-agfood-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2025/12/24/the-14-top-agtech-food-tech-startups-from-disrupt-startup-battlefield/",
      "accessedAt": "2026-10-31",
      "scope": "本篇14项逐项登记并尝试官网/原始年份，1项公司自述2025关联主公司、13项旧主体/业务暂归范围外。官网失败与替代来源可读分开；只完成该篇候选台账，不等全部200或两年档案，注册/合同与独立效能缺项保留。",
      "complete": false,
      "records": [
        {
          "id": "TC25-AG-AIO",
          "name": "ÄIO",
          "url": "https://aio.bio/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "2026-10-08公司文章明确2022成立，并描述化妆品原料商品化。 通过微生物发酵将农业/工业副产物流转为食品、化妆品及工业用油脂原料。 原料销售、产能与合作试用数不是SaaS ARR；未证AI主营或独立产能/环境效果。",
          "evidenceIds": [
            "TCAG25-INDEX",
            "TCAG25-AIO-HOME",
            "TCAG25-AIO-YEAR"
          ]
        },
        {
          "id": "TC25-AG-AQUAWISE",
          "name": "AquaWise",
          "url": "https://aquawise.tech/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司时间线称2023年10月三位联合创始人在曼谷开始AquaWise；研究始于2021不当公司成立。 原域跳转aquawise.ai/en；当前在LINE以语音/照片记录虾塘日志，并提供查询及试点照片估重。 旧卫星监测与现LINE助手分开；免费开始、估重示例且误差仍验证，不把采购计划/养殖收入或旧报价当公司ARR。精确注册与2023/2024语义待补。",
          "evidenceIds": [
            "TCAG25-INDEX",
            "TCAG25-AQUAWISE-HOME",
            "TCAG25-AQUAWISE-YEAR",
            "TCAG25-AQUAWISE-PROFILE",
            "TCAG25-AQUAWISE-PRESS"
          ]
        },
        {
          "id": "TC25-AG-CLAVE",
          "name": "Clave",
          "url": "https://tryclave.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "同官网公司公开主页自报Founded2025，团队范围2—10；创始人先前经营的CHURROMANIA不等新公司的客户数或收入。 餐饮连锁AI运营Agent，连接门店系统，查询数据、自动报告并在批准后执行操作。 仅公司自述年份，精确注册及旧项目沿革仍待核；品牌标志、融资与门店数量不转为本公司付费数或ARR。",
          "evidenceIds": [
            "TCAG25-INDEX",
            "TCAG25-CLAVE-HOME",
            "TCAG25-CLAVE-YEAR",
            "TCAG25-CLAVE-PRICING",
            "TCAG25-CLAVE-TERMS"
          ],
          "companyId": "TC-CLAVE"
        },
        {
          "id": "TC25-AG-CREDOSENSE",
          "name": "CredoSense",
          "url": "https://www.credosense.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "公司About明确2020成立，最初开发低功耗生物气象传感设备。 www官网访问失败；无www官方About可读，介绍生理诊断、微气候/根区及病原监测的农业决策工作流。 设备、诊断及配套软件分别核合同；AI诊断与准确率宣传未独立验证，不从界面零值推收入或部署为零。",
          "evidenceIds": [
            "TCAG25-INDEX",
            "TCAG25-CREDOSENSE-HOME",
            "TCAG25-CREDOSENSE-YEAR",
            "TCAG25-CREDOSENSE-ROOT"
          ]
        },
        {
          "id": "TC25-AG-FORTE",
          "name": "Forte Biotech",
          "url": "https://fortebio.tech/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官方About称2021在新加坡和越南成立，2022首批商用部署。 农场现场DNA提取与LAMP疾病检测平台，面向虾/鱼/猪疾病，包含设备及试剂。 快速检测、qPCR一致率与国家数均公司自述；分子检测不自动等AI主营，检测耗材和设备销售不当订阅ARR。",
          "evidenceIds": [
            "TCAG25-INDEX",
            "TCAG25-FORTE-HOME",
            "TCAG25-FORTE-YEAR"
          ]
        },
        {
          "id": "TC25-AG-GENESIS",
          "name": "Genesis",
          "url": "https://www.genesis.live/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司公开主页自报Founded2019，巴黎环境服务业务。 土壤测量、风险/健康评价与企业可持续决策平台。 测量、采样及分析服务与软件许可需拆；示例土地面积、健康分数与客户环境收益不是公司收入，AI核心仍待核。",
          "evidenceIds": [
            "TCAG25-INDEX",
            "TCAG25-GENESIS-HOME",
            "TCAG25-GENESIS-YEAR"
          ]
        },
        {
          "id": "TC25-AG-GREENY",
          "name": "Greeny Solutions",
          "url": "https://greeny-solutions.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同域公司公开主页自报Founded2024、Tunis、规模2—10；自填Public Company不当上市证明。 官网只返回标签管理器外壳；公司公开主页介绍AI与传感设备结合的室内农业自动化。 官网无正文，业务据自述主页；软件/设备/安装与持续服务需拆，节能增产效果和实际付费未独立验证。",
          "evidenceIds": [
            "TCAG25-INDEX",
            "TCAG25-GREENY-HOME",
            "TCAG25-GREENY-YEAR"
          ]
        },
        {
          "id": "TC25-AG-INSTACROPS",
          "name": "Instacrops",
          "url": "https://www.instacrops.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "YC官方字段Founded2014、Summer2021、Team34，批次不是成立。 官网本轮无正文；YC官方描述田间IoT设备、卫星/无人机数据和农业建议平台。 YC旧文本中的月收入、农场数及增产率缺业务截至日，且主体在范围外；不能按月收入乘12作两年新公司ARR。",
          "evidenceIds": [
            "TCAG25-INDEX",
            "TCAG25-INSTACROPS-HOME",
            "TCAG25-INSTACROPS-YEAR"
          ]
        },
        {
          "id": "TC25-AG-KADEYA",
          "name": "Kadeya",
          "url": "https://www.kadeya.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司公开主页自报Founded2020，Chicago、规模2—10。 工作场所可回收瓶装饮料站，提供净水/饮料并回收、清洗、补充瓶具。 实体饮料、站点设备及运维收费需拆，循环瓶与自动化不自动证明AI主营；众筹与投资人数不是收入/客户。",
          "evidenceIds": [
            "TCAG25-INDEX",
            "TCAG25-KADEYA-HOME",
            "TCAG25-KADEYA-YEAR"
          ]
        },
        {
          "id": "TC25-AG-MUI",
          "name": "MUI Robotics",
          "url": "https://mui-robotics.asia/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网新闻记载2024年5月东京/巴黎、6月韩国巡展及2024-08-21研讨会，表明2025前已有同名业务。 电子鼻/气味数字化、在线监测及现场检测服务，面向工业、农业、环境等用途。 不据第三方2021/2023差异选精确注册年；电子鼻/检测服务不等纯软件ARR，厂商展示未独立测试。 原2025总入口网址与本候选已据本轮原始跳转、路径链接或机构/公司反链对应；仅解决网页关联，精确法律主体/年份/收入缺项不因此消除。",
          "evidenceIds": [
            "TCAG25-INDEX",
            "TCAG25-MUI-HOME",
            "TCAG25-MUI-YEAR",
            "TCAL25-MUI"
          ]
        },
        {
          "id": "TC25-AG-SHINSTARR",
          "name": "Shin Starr Robotics",
          "url": "https://www.shinstarr.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域Shin Starr Presents Corp.公司主页自报Founded2019。 现官网展示OLHSO House全服务餐厅和Express机器人快餐加盟格式，结合餐饮品牌、AI运营与机器人。 餐饮/加盟/设备与软件需拆，餐车/新店发布不重置成立年；门店餐饮流水不等机器人软件ARR。",
          "evidenceIds": [
            "TCAG25-INDEX",
            "TCAG25-SHINSTARR-HOME",
            "TCAG25-SHINSTARR-YEAR"
          ]
        },
        {
          "id": "TC25-AG-TENSORFIELD",
          "name": "Tensorfield Agriculture",
          "url": "https://tensorfield.ag/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网新闻归档含2018-11-08奖学金/驻场及2019原型展示，2024已有机器人田间活动。 识别密集作物间杂草并以定点热植物油喷射除草的农业机器人，安排田间试验。 仅证旧业务非精确注册日；试验、奖项和喷射精度宣传不当独立效能或实际订阅收入。",
          "evidenceIds": [
            "TCAG25-INDEX",
            "TCAG25-TENSORFIELD-HOME",
            "TCAG25-TENSORFIELD-YEAR"
          ]
        },
        {
          "id": "TC25-AG-UNIBAIO",
          "name": "Unibaio",
          "url": "https://www.unibaio.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "Solar Impulse成员页检索正文自报2022成立、10人；直达缓存未命中，另以政府2023创业项目材料核实旧业务。 官网只可读图片/嵌入视频；会员自述为虾壳副产物制造可降解纳米载体，提高农业化学品利用效率。 配方/原料、许可与农化销售不等SaaS；AI核心未证，减量效果为成员自述，具体法人和合同仍缺。",
          "evidenceIds": [
            "TCAG25-INDEX",
            "TCAG25-UNIBAIO-HOME",
            "TCAG25-UNIBAIO-YEAR",
            "TCAG25-UNIBAIO-2023"
          ]
        },
        {
          "id": "TC25-AG-VERLEY",
          "name": "Verley",
          "url": "https://verley-food.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网Mission明确2022由Hélène Briand与Stéphane Mac Millan成立。 以精密发酵制造乳蛋白食品原料。 发酵生产及原料贸易与AI软件分开；食品原料价格、研发计划或环境收益不等软件ARR，未证AI主营。",
          "evidenceIds": [
            "TCAG25-INDEX",
            "TCAG25-VERLEY-HOME",
            "TCAG25-VERLEY-YEAR"
          ]
        }
      ]
    },
    {
      "id": "TC-2025-battlefield-space-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2025/12/27/the-7-top-space-and-defense-tech-startups-from-disrupt-startup-battlefield/",
      "accessedAt": "2026-10-31",
      "scope": "本篇7项逐项登记并尝试官网/原始年份，6项旧主体暂归范围外，Endox社区2025线索待原始成立确认。HANCE后继Rapidly另建关联批次，不冒充本篇第8参赛者；非全部200或两年档案。",
      "complete": false,
      "records": [
        {
          "id": "TC25-SPACE-AIRBILITY",
          "name": "Airbility",
          "url": "https://airbility.co.kr/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "公司里程碑明确November2023 Company founded。 首页超时；公司页可读，当前交付定位为空中实体AI、任务支持与物流航空系统。 创始人履历、融资/研发支持及产品路线不等付费收入；飞机/设备和配套软件需拆，不据旧媒体双座航空定位替代当前公司描述。",
          "evidenceIds": [
            "TCSPACE25-INDEX",
            "TCSPACE25-AIRBILITY-HOME",
            "TCSPACE25-AIRBILITY-YEAR"
          ]
        },
        {
          "id": "TC25-SPACE-ASTRUM",
          "name": "Astrum Drive Aerospace",
          "url": "https://astrumdrive.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司公开主页自报Founded2021、规模11—50。 电力驱动、无消耗推进剂的航天推进器研发，原型与未来推进器销售/授权、在轨服务计划。 公司说明真空/在轨验证尚在后续，TRL6与第三方测力为厂商引述，本轮未取得可复核独立报告；专利、演示、LOI和市场预测不当技术认证或收入，未证AI主营。",
          "evidenceIds": [
            "TCSPACE25-INDEX",
            "TCSPACE25-ASTRUM-HOME",
            "TCSPACE25-ASTRUM-YEAR",
            "TCSPACE25-ASTRUM-EUROPE"
          ]
        },
        {
          "id": "TC25-SPACE-CHARTER",
          "name": "Charter Space",
          "url": "https://www.charter.space/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "2025-11-12 Underline Ventures创始人访谈称2021成立，创始人叙述2022已开展JPL试点。 官网无正文；创始人原始访谈介绍航天项目管理软件Ubik，涵盖需求、设计、项目及流程跟踪与保险。 以访谈为业务/年份原始来源，非登记；自述试点与财险合同、保费、经纪净费和软件收入需拆，融资不等ARR。",
          "evidenceIds": [
            "TCSPACE25-INDEX",
            "TCSPACE25-CHARTER-HOME",
            "TCSPACE25-CHARTER-YEAR",
            "TCSPACE25-CHARTER-JOB"
          ]
        },
        {
          "id": "TC25-SPACE-ENDOX",
          "name": "Endox AI（Boston）",
          "url": "https://www.endoxai.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "Startup Boston于2025-12-03社区名单列Founded2025；官网及公司公开主页本轮未见成立年，第三方名录不能替原始成立证明。 官网称为国防、物流及制造开发实体AI/机器人，核心系统仍在研发和早期部署。 原始成立/注册与精确主体待核，留pending-year。厂商SBIR PhaseI和奖励、自述试点/机构计划不作已实现ARR；人员/高校背景不等独立能力验证。",
          "evidenceIds": [
            "TCSPACE25-INDEX",
            "TCSPACE25-ENDOX-HOME",
            "TCSPACE25-ENDOX-YEAR",
            "TCSPACE25-ENDOX-PROFILE",
            "TCSPACE25-ENDOX-NAMESAKE"
          ]
        },
        {
          "id": "TC25-SPACE-HANCE",
          "name": "HANCE",
          "url": "https://hance.ai/",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同域Oslo公司公开主页自报Founded2021；后续帖子称January关闭、核心团队收购IP后重启Rapidly。 原域404/www域不可读；公司公开主页描述端侧实时音频增强、降噪/回声处理和分离。 不与2003美国IT咨询Hance Inc或2016社交Hance混同；关闭的法律手续和资产转移合同未核。Rapidly另按新法人登记，旧收入/客户不迁移。",
          "evidenceIds": [
            "TCSPACE25-INDEX",
            "TCSPACE25-HANCE-HOME",
            "TCSPACE25-HANCE-YEAR"
          ]
        },
        {
          "id": "TC25-SPACE-SKYLARK",
          "name": "Skylark Labs",
          "url": "https://skylarklabs.ai/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网创始人故事明确2021 founding Skylark Labs。 现官网展示持续适应模型与实体系统、端侧感知及机器人产品，面向公共安全、基础设施等行业。 论文/专利及自述任务成功率不自动等独立产品测试；机器人/设备、许可与项目服务合同待拆，前履历采购预算不是公司收入。",
          "evidenceIds": [
            "TCSPACE25-INDEX",
            "TCSPACE25-SKYLARK-HOME",
            "TCSPACE25-SKYLARK-YEAR"
          ]
        },
        {
          "id": "TC25-SPACE-SKYLINE",
          "name": "Skyline Nav AI",
          "url": "https://www.skylinenav.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司公开主页自报Founded2020，Cambridge、规模11—50。 Pathfinder导航软件及模拟器，结合视觉、惯性与可用定位信号，面向复杂定位环境。 导航/仿真软件与平台集成需拆；客户/伙伴清单不证明付费数，厂商精度、天气适用和部署声明未独立测试。",
          "evidenceIds": [
            "TCSPACE25-INDEX",
            "TCSPACE25-SKYLINE-HOME",
            "TCSPACE25-SKYLINE-YEAR"
          ]
        }
      ]
    },
    {
      "id": "TC-HANCE-restart-2026-1",
      "sourceId": "S02",
      "url": "https://www.linkedin.com/company/hance-ai/",
      "accessedAt": "2026-10-31",
      "scope": "本篇HANCE官方沿革衍生1项Rapidly后续研究，非新增竞赛名单条目。新法人2026与旧HANCE2021及资产沿革分开，实时登记访问缺项仍保留。",
      "complete": false,
      "records": [
        {
          "id": "TC-HANCE-RAPIDLY",
          "name": "Rapidly Labs（HANCE后继）",
          "url": "https://www.rapidly.io/",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "TC-RAPIDLY",
          "note": "官网法人组织号与挪威官方登记检索正文域名对应，2026成立/登记；原名JNHS313AS改名。HANCE关闭与IP收购为原公司自述，收入/合同不继承，已列SDK材料和授权缺项。",
          "evidenceIds": [
            "TCSPACE25-RAPIDLY-HOME",
            "TCSPACE25-RAPIDLY-TERMS",
            "TCSPACE25-RAPIDLY-REG",
            "TCSPACE25-RAPIDLY-PRICING",
            "TCSPACE25-RAPIDLY-REPO",
            "TCSPACE25-RAPIDLY-LICENSE",
            "TCSPACE25-RAPIDLY-HEADER",
            "TCSPACE25-RAPIDLY-TEAM",
            "TCSPACE25-HANCE-YEAR"
          ]
        }
      ]
    },
    {
      "id": "TC-2025-battlefield-energy-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2025/12/27/the-22-top-clean-tech-and-energy-startups-from-disrupt-startup-battlefield/",
      "accessedAt": "2026-10-31",
      "scope": "本篇22项全部登记并逐项尝试官网/原始年份；20项按旧公司/旧企业项目暂归范围外，Gemini与ShellVive成立/AI主营待核。只完成该篇台账，精确法人、现合同及独立效果缺项保留，不等全部名单/两年档案。",
      "complete": false,
      "records": [
        {
          "id": "TC25-ENERGY-ARABAT",
          "name": "AraBat",
          "url": "https://arabat.it/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网称2020团队起步、2022-02-22在Foggia成立AraBat S.r.l.，2026-07设美国AraBat Corporation作扩展。 生物质辅助回收废电池/电子废料中的关键金属，提供来料加工收费、回收材料销售及工艺授权。 不能用新美国实体重置旧集团成立；加工净费/材料贸易/许可与软件ARR分开，AI主营未证，降本和回收效果未独立核验。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-ARABAT-HOME",
            "TCENERGY25-ARABAT-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-ARUNA",
          "name": "Aruna Revolution",
          "url": "https://www.arunarevolution.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司公开主页自报Founded2021，Dartmouth，2—10规模。 可堆肥经期用品实体制造与销售。 原料/消费品销售不等软件订阅，AI主营未证；皮肤测试/认证与效果为厂商资料，未独立核验。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-ARUNA-HOME",
            "TCENERGY25-ARUNA-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-CARBONBRIDGE",
          "name": "CarbonBridge",
          "url": "https://www.carbonbridge.io/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司公开主页自报Founded2021，纽约，2—10规模。 面向生物制造的直接气体生物反应器平台及早期接入。 设备/工程交付与生产分子价值不是SaaS ARR，倍数生产率是厂商主张；未证AI主营和具体合同。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-CARBONBRIDGE-HOME",
            "TCENERGY25-CARBONBRIDGE-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-CNS",
          "name": "Carbon Negative Solutions",
          "url": "https://www.carbonegativesolutions.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2023，Somerville，2—10规模。 自述AI优化工业废物/矿物转为水泥补充材料，配合标准设备生产。 客户废物变现/收入增加不归公司ARR；材料、工艺许可和工程合同需拆，AI效果/产能/碳减排未独立测试。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-CNS-HOME",
            "TCENERGY25-CNS-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-COI",
          "name": "COI Energy",
          "url": "https://www.coienergy.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2016，Brooklyn，11—50规模。 企业楼宇闲置能源容量识别、调度与变现，虚拟电池网络/需求响应平台。 能源容量交易本金、客户收益、平台净费和软件服务需拆；AI作用和实际合同仍待核，电量/装机不年化收入。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-COI-HOME",
            "TCENERGY25-COI-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-CORAL",
          "name": "Coral（coral.li）",
          "url": "https://www.coral.li/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司About明确2022在Dubai成立。 企业排放管理、ESG报告与碳抵消工作流，含AI辅助与人工验证。 碳信用面值/退休额度与软件净费、咨询及集成费需拆；控制认证和温室气体核算验证不等收入审计，未读取NDA报告。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-CORAL-HOME",
            "TCENERGY25-CORAL-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-EMOBI",
          "name": "Emobi",
          "url": "https://www.emobi.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同域San Francisco公司主页自报Founded2020，11—50规模。 官网403；同域公司主页描述跨网络充电接入、自动认证/充电及企业集成平台。 不与日本小型EV或其他Emobi同名混同；充电桩数、网络覆盖与交易电费不是平台ARR，实际AI作用与净费合同待核。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-EMOBI-HOME",
            "TCENERGY25-EMOBI-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-ENYGY",
          "name": "EnyGy",
          "url": "https://www.enygy.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2021，Melbourne，2—10规模。 石墨烯材料、电极膜及超级电容研发制造。 自填Public Company不当上市证明；材料/器件收入不等AI订阅，AI核心与寿命/密度效果未独立核验。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-ENYGY-HOME",
            "TCENERGY25-ENYGY-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-GANIGA",
          "name": "Ganiga Innovation",
          "url": "https://ganiga.ai/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2021，Cascina，11—50规模，列软件/硬件租赁与API交付。 官网无正文；公司主页介绍AI/视觉垃圾监测及优化平台，提供SaaS、HaaS与API形式。 硬件设备/租赁、安装和数据软件需分账，环保KPI/客户减费不是自身收入，未独立核部署和视觉效果。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-GANIGA-HOME",
            "TCENERGY25-GANIGA-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-GEMINI",
          "name": "Gemini Energy",
          "url": "https://gemini.energy/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "联合创始人原始公开帖宣布共同创办同域Gemini并讨论电化学氢技术，但本轮正文仅相对时间，未取得明确成立日。 现官网为天然气输入的燃料电池现场电力模块，面向数据中心供电。 不把创始人13年旧履历或其他同名能源企业2016归本公司；发电给AI客户不自动证明AI主营，装机容量、融资和能源合同不等软件ARR，保留成立/AI缺项。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-GEMINI-HOME",
            "TCENERGY25-GEMINI-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-HELIX",
          "name": "Helix Earth",
          "url": "https://helixearth.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2022，Houston，11—50规模。 商业楼宇暖通除湿/通风节能改造设备，兼容既有屋顶空调。 硬件改造、安装和持续维护需拆；NASA技术来源、节能和税抵后零首付不是AI主营/软件收入或本轮独立产品验证。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-HELIX-HOME",
            "TCENERGY25-HELIX-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-HKG",
          "name": "HKG Energy",
          "url": "https://hkgenergy.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2024，Somerville，11—50规模。 硅负极材料平台，面向电池生产线，提供材料样品与技术接入。 团队旧项目电芯交付数量不归当前公司销量；材料产能、能量密度和成本主张未独立验证，未证AI主营。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-HKG-HOME",
            "TCENERGY25-HKG-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-HOMEBOOST",
          "name": "HomeBoost",
          "url": "https://www.homeboost.com/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网页脚明确HomeBoost Inc. founded2023。 家庭热成像评估套件，兼有公用事业借用项目及能源审计人员软件。 套件/专家评估、企业项目与专业软件分别记，用户节省/行动率不等公司收入；不只按消费App订阅看单位经济。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-HOMEBOOST-HOME",
            "TCENERGY25-HOMEBOOST-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-HYWATTS",
          "name": "HyWatts",
          "url": "https://hywatts.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2023，Berkeley，11—50规模。 模块化可再生能源、氢储能与按需发电系统，面向社区/充电站/数据中心。 Power-Plant-in-a-Box设备/项目与能源收费需拆；服务AI数据中心不是AI主营证据，装机/低价预测非收入。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-HYWATTS-HOME",
            "TCENERGY25-HYWATTS-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-KAIO",
          "name": "Kaio Labs",
          "url": "https://kaiolabs.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "SOSV同域投资公司名录列HAX Seed2024，作为2025前既有企业项目线索；批次不替精确成立日。 官网404；SOSV投资机构原始名录描述自动实验/概率机器学习协同优化电解系统，将CO2转化为化学品。 暂归旧项目范围外，法人/成立与当前交付仍缺；材料/设备/工艺许可不是纯软件ARR，实验最优结果不当独立工业性能验证。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-KAIO-HOME",
            "TCENERGY25-KAIO-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-MACRO",
          "name": "MacroCycle Technologies",
          "url": "https://macrocycle.tech/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2023，Cambridge，11—50规模；公司旧帖亦自述Summer2023。 以专有溶剂与大环化学回收纺织废料，生产聚酯/PET树脂。 回收树脂、处理与许可净费需拆，原材料市场/成本节省不是软件收入；未证AI主营或独立制造效率。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-MACRO-HOME",
            "TCENERGY25-MACRO-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-NAMU",
          "name": "Namu Robotics",
          "url": "https://namurobotics.ai/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2024，Orlando，2—10规模。 自主/遥操作植树及土地恢复机器人，附现场数据与植被监测。 设备、按作业结果服务与数据需拆；土地所有者碳收益、植树生存率/降本是厂商宣传，未核独立或已付费。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-NAMU-HOME",
            "TCENERGY25-NAMU-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-NAWARE",
          "name": "Naware",
          "url": "https://naware.io/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2011，Edina，2—10规模。 安装于既有园林设备的AI识草与定点蒸汽除草系统。 新AI产品和“founding investor”融资不重置公司年份；客户节省与股权募资不作ARR，准确率未独立测试。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-NAWARE-HOME",
            "TCENERGY25-NAWARE-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-SEGURA",
          "name": "Segura",
          "url": "https://www.segura-water.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网时间线/FAQ明确2023成立并已有原型/试点；目前试点为通常三个月固定范围收费。 重金属检测读数器、一次性检测片及现场/云端结果工作流。 设备、耗材、固定试点与云软件分账；监管认证仍进行中，不能把筛查/导出报告称已获审批；独立验证主张未核原报告，不作ARR。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-SEGURA-HOME",
            "TCENERGY25-SEGURA-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-SHELLVIVE",
          "name": "ShellVive",
          "url": "https://www.shellvive.org/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "原始沿革列2024-09进入Yale Launchpad、2024-10获气候创新资助、2025-02 MVP；这些是项目/产品节点，未读法人成立年。 官网404；创始人原始帖子描述将海洋废料用于净水和其他材料用途。 保留成立/主体待核，不从科研/孵化起点断定公司年份；AI主营未证，获奖和材料处理效果不是公司ARR。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-SHELLVIVE-HOME",
            "TCENERGY25-SHELLVIVE-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-WHISPER",
          "name": "Whisper Energy",
          "url": "https://www.whisperenergy.io/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2023，洛杉矶地区，2—10规模。 AI传感监测楼宇能源浪费，融资/安装改造措施后按已验证节省分成。 官网先90天建立基线再谈多年协议；零首付不等零收入/零资本占用，节省分成净额与设备/融资成本不等SaaS ARR。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-WHISPER-HOME",
            "TCENERGY25-WHISPER-YEAR"
          ]
        },
        {
          "id": "TC25-ENERGY-XATOMS",
          "name": "Xatoms",
          "url": "https://www.xatoms.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网团队页保留2024 Sauga Startup Pitch团队照片/经历，说明2025前已有项目；大学资料亦称2023创业。 AI/量子化学辅助发现光催化材料，为工业水处理提供材料及定制解决方案。 2023/2024语义及精确注册仍缺，暂归既有业务；材料/项目服务不等AI软件订阅，融资、去污和受益人数不作自身收入。",
          "evidenceIds": [
            "TCENERGY25-INDEX",
            "TCENERGY25-XATOMS-HOME",
            "TCENERGY25-XATOMS-YEAR"
          ]
        }
      ]
    },
    {
      "id": "TC-2025-battlefield-media-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/01/01/the-top-6-media-entertainment-startups-from-disrupt-startup-battlefield/",
      "accessedAt": "2026-10-31",
      "scope": "2026发表的2025竞赛媒体单篇6项全部登记；5旧主体暂归范围外，Oriane2025经营自述与2024注册申报待核，不按文章年新增公司。 精确注册、实际收费与独立效能缺项保留，非全部名单或两年档案完成。",
      "complete": false,
      "records": [
        {
          "id": "TC25-MI-ALLTROO",
          "name": "Alltroo",
          "url": "https://alltroo.com/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2021，Minneapolis，11—50范围。 慈善抽奖及粉丝互动募款平台，管理奖品与活动参与。 慈善募款总额、奖品价值和获奖人数不是平台净收入，AI主营未证，自动抽奖不自动等AI。",
          "evidenceIds": [
            "TCMI25-MEDIA-INDEX",
            "TCMI25-ALLTROO-HOME",
            "TCMI25-ALLTROO-YEAR"
          ]
        },
        {
          "id": "TC25-MI-METAPYXL",
          "name": "METAPYXL",
          "url": "https://www.metapyxl.com/",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2019，2—10；公司称AI用于图像匹配/比较和使用复核，而非出售模型。 媒体权利与使用权限记录、溯源、水印、匹配监测和许可证据整理。 版权收益/客户授权金额不全归平台，权限元数据和C2PA不保证权属或法律效果，未独立测试匹配能力/合同。",
          "evidenceIds": [
            "TCMI25-MEDIA-INDEX",
            "TCMI25-METAPYXL-HOME",
            "TCMI25-METAPYXL-YEAR"
          ]
        },
        {
          "id": "TC25-MI-NEBULA",
          "name": "Nebula（nebu.la）",
          "url": "https://nebu.la/",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "官方2024-10-02创始人访谈已描述同域实际音乐发行案例，非2025新业务。 首页只返回外壳；官网博客介绍音乐发行前的粉丝份额/版税交易及艺人变现。 精确注册/瑞士和美国主体待核，不与同名流媒体混同；歌曲估值、艺人/唱片公司所得、版税分配与平台净费不同，AI核心未由本批原始技术材料验证。",
          "evidenceIds": [
            "TCMI25-MEDIA-INDEX",
            "TCMI25-NEBULA-HOME",
            "TCMI25-NEBULA-YEAR"
          ]
        },
        {
          "id": "TC25-MI-ORIANE",
          "name": "Oriane",
          "url": "https://www.oriane.xyz/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "同域公司主页自报Founded2025；另公司原始FormD申报Delaware2024注册，需拆品牌经营起点和法人日期。 社交视频内容检索与数据API，面向品牌/创作者发现、市场和内容分析。 年份差异保持待核，不采用版权年份推成立。FormD由公司申报非SEC确认正确；融资出售额、客户品牌和视频覆盖不作ARR。",
          "evidenceIds": [
            "TCMI25-MEDIA-INDEX",
            "TCMI25-ORIANE-HOME",
            "TCMI25-ORIANE-YEAR",
            "TCMI25-ORIANE-FORMD",
            "TCMI25-ORIANE-TERMS"
          ]
        },
        {
          "id": "TC25-MI-OTHELIA",
          "name": "Othelia Technologies",
          "url": "https://www.othelia.co/",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2021，LosAngeles，11—50；2025 beta发布不等成立。 官网不可读；同域公司主页描述Storykeeper叙事结构、故事世界/IP设计和协作工具。 故事IP估值、影视产值和创始人旧作品不是平台收入，beta/邀请制不当付费验证，精确法人与合同未核。",
          "evidenceIds": [
            "TCMI25-MEDIA-INDEX",
            "TCMI25-OTHELIA-HOME",
            "TCMI25-OTHELIA-YEAR"
          ]
        },
        {
          "id": "TC25-MI-TRANSFORMS",
          "name": "Transitional Forms",
          "url": "https://www.transforms.ai/",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2018，官网亦列Generative Media Since2018。 Simia实时生成故事引擎，面向儿童/家庭智能电视内容，兼有互动影视、游戏和研究。 2300万电视家庭是分发覆盖自述，不等观看/付费用户或ARR；内容制作、IP/技术授权与分发收入需拆，论文/专利未独立测性能。",
          "evidenceIds": [
            "TCMI25-MEDIA-INDEX",
            "TCMI25-TRANSFORMS-HOME",
            "TCMI25-TRANSFORMS-YEAR"
          ]
        }
      ]
    },
    {
      "id": "TC-2025-battlefield-industrial-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/01/02/the-16-top-logistics-manufacturing-materials-startups-from-disrupt-startup-battlefield/",
      "accessedAt": "2026-10-31",
      "scope": "2026发表的2025竞赛物流/制造单篇16项全部登记；15项旧主体/业务暂归范围外，CosmicBrain自报2025关联主公司。 精确注册、实际收费与独立效能缺项保留，非全部名单或两年档案完成。",
      "complete": false,
      "records": [
        {
          "id": "TC25-MI-GIGU",
          "name": "GigU",
          "url": "https://www.gigu.app/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "公司主页自报Founded2017、原StopClub，现列gigu.co；旧/现域及品牌沿革留缺。 官网跳转gigu.app/br后无正文；公司主页介绍面向网约车/配送员的收入与安全助手，原StopClub品牌。 司机赚取金额不归App，公司关联员工数非独立团队审计；UI收益和获奖非自身收入，精确主体与现合同待核。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-GIGU-HOME",
            "TCMI25-GIGU-YEAR"
          ]
        },
        {
          "id": "TC25-MI-GLID",
          "name": "Glīd",
          "url": "https://glidtech.us/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2022，Riverside，11—50范围。 公路/铁路双模式物流系统，配合车辆、调度及受监督自主运行的托管服务。 车辆、运力托管、人工监督与软件净费需拆，竞赛奖、货值、利用率/减排不是ARR；概念图与当前商用基线分开。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-GLID-HOME",
            "TCMI25-GLID-YEAR"
          ]
        },
        {
          "id": "TC25-MI-KINISI",
          "name": "Kinisi Robotics",
          "url": "https://www.kinisi.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同原域公司主页自报Founded2024；后续称Bear已签收购协议/被收购，交割细节待核。 原域跳转BearRobotics的Kinisi页面后不可读；公司主页介绍轮式机器人及VLA/操控方案。 不与同名动画、舞蹈或理疗机构混同；创始人前事业机器人出货量和收购方规模不归Kinisi收入，新产品/收购不重置成立。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-KINISI-HOME",
            "TCMI25-KINISI-YEAR"
          ]
        },
        {
          "id": "TC25-MI-CLOEE",
          "name": "CloEE",
          "url": "https://cloee.co/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同品牌公司主页自报Founded2023，Helsinki，11—50；SkyDeck24不是成立日。 原域跳转cloee.ai但无正文；公司主页介绍本地工业AI，读取设备数据解释OEE、停机/能耗并提供建议。 公司强调建议由团队判断，不等完全自主控制；旧连接经验、客户节省与自填PublicCompany不作当前销量、收入或上市证明。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-CLOEE-HOME",
            "TCMI25-CLOEE-YEAR"
          ]
        },
        {
          "id": "TC25-MI-COSMIC",
          "name": "CosmicBrain AI",
          "url": "https://www.cosmicbrain.ai/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "同域公司公开主页自报Founded2025，SanFrancisco，2—10范围，早期定位机器人数据/模型软件。 当前官网为数据中心现场的受监督人形机器人试点，含机架观察、部件交接及任务/人员时间记录。 现站试点仅拟定指标/协议，非已公布部署结果；品牌、自填PublicCompany、第三方数据集/模型评价示例不当付费、上市或自有机器人实测。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-COSMIC-HOME",
            "TCMI25-COSMIC-YEAR",
            "TCMI25-COSMIC-EVALS",
            "TCMI25-COSMIC-SALES",
            "TCMI25-COSMIC-DOCS"
          ],
          "companyId": "TC-COSMICBRAIN"
        },
        {
          "id": "TC25-MI-DELFT",
          "name": "Delft Circuits",
          "url": "https://delft-circuits.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网公司故事明确2017由SalBosman和DaanKuitenbrouwer成立。 低温/量子设备用超导柔性线缆、互连与集成器件研发制造。 器件销量、通道密度和客户系统数不是AI订阅，动态零计数器不当零业务，未证AI主营或独立可靠性。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-DELFT-HOME",
            "TCMI25-DELFT-YEAR"
          ]
        },
        {
          "id": "TC25-MI-EVOLINQ",
          "name": "Evolinq",
          "url": "https://evolinq.io/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司2025-01-15旧文明确Founded2023，并描述当时已有采购工作流。 采购Agent读取供应商邮件/文件，跟进订单、匹配发票并更新系统。 所管理采购金额/订单价值不归公司收入；奖项覆盖公司收入范围不等Evolinq自报ARR，精确注册/软服合同拆分待核。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-EVOLINQ-HOME",
            "TCMI25-EVOLINQ-YEAR"
          ]
        },
        {
          "id": "TC25-MI-EXOMATTER",
          "name": "ExoMatter",
          "url": "https://www.exomatter.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网明确2022由DLR研究分拆、Munich，现20+专业人员为自述。 材料筛选/模拟平台，结合科学专家与共同开发项目。 软件订阅、专家服务/开发费需拆；客户研发节省/速度和先前科研投入不作收入，模拟不替实物实验验证。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-EXOMATTER-HOME",
            "TCMI25-EXOMATTER-YEAR"
          ]
        },
        {
          "id": "TC25-MI-KAMET",
          "name": "Kamet AI",
          "url": "https://kamet.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2024，SanFrancisco，2—10。 工业预测分析与质量问题识别，建议预防方案并跟踪处理，面向制造/仓储。 官网行业停机成本/客户损失与恢复时间非公司收入；不把引用Siemens行业报告当独立验证Kamet产品。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-KAMET-HOME",
            "TCMI25-KAMET-YEAR"
          ]
        },
        {
          "id": "TC25-MI-KOIDRA",
          "name": "Koidra",
          "url": "https://www.koidra.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "2021公司原文创始人称2020成立Koidra，将2018前雇主研究竞赛与公司后续业务区分。 工业数据、维护/预测建议及自主控制平台，面向温室、制造过程和数据中心。 作物产量/农户利润和节能不是平台收入；竞赛与具体控制任务结果不代表所有行业效果，软件与工程/集成费未拆。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-KOIDRA-HOME",
            "TCMI25-KOIDRA-YEAR"
          ]
        },
        {
          "id": "TC25-MI-MBODI",
          "name": "Mbodi AI",
          "url": "https://mbodi.ai/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "YC官方字段Founded2024、Spring2025、Team6，原发现快照同为2024，批次不替成立。 自然语言/演示指导工业机器人学习，配套模型与Agent编排。 不重写原YC发现快照；商用合作和开源库不等付费或独立性能，99%正常运行自述待核，软硬/现场工程净费未拆。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-MBODI-HOME",
            "TCMI25-MBODI-YEAR"
          ]
        },
        {
          "id": "TC25-MI-MYCO",
          "name": "MycoFutures",
          "url": "https://www.myco-futures.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2020，Montreal，2—10范围。 菌丝材料、酒店及工作场所配件，提供样品和定制设计/品牌集成。 材料/实物产品与定制服务分开，酒店新增零售机会不是供应商已实现收入；未证AI主营，原皮革应用与现酒店定位分别保留。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-MYCO-HOME",
            "TCMI25-MYCO-YEAR"
          ]
        },
        {
          "id": "TC25-MI-OKOSIX",
          "name": "OKOsix",
          "url": "https://www.okosix.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2021；官网另述2020口罩前业务起点，沿革不同语义保留。 生物基可降解/可回收材料、口罩/PPE及应用开发和技术许可。 原口罩业务出售和新材料IP、原料/消费品/许可需拆，不当SaaS ARR；虽链接AIApp，本批未核其作用和收费。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-OKOSIX-HOME",
            "TCMI25-OKOSIX-YEAR"
          ]
        },
        {
          "id": "TC25-MI-RAVEL",
          "name": "Ravel",
          "url": "https://www.ravelfuture.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网新闻归档已有2023-03加速器及2023-06循环经济项目获奖。 混纺纺织品净化回收，分离/去污并提供可再用聚酯原料。 旧业务非精确注册年；2025融资不当成立。树脂销售、处理费及工艺授权需拆，投资方成本平价推算非已实现利润或ARR，未证AI主营。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-RAVEL-HOME",
            "TCMI25-RAVEL-YEAR",
            "TCMI25-RAVEL-INVESTOR"
          ]
        },
        {
          "id": "TC25-MI-STRONG",
          "name": "Strong by Form",
          "url": "https://strongbyform.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2018，Santiago，11—50范围。 计算设计与数字制造结合的木基复合结构/材料，面向建筑及移动设备。 材料/部件与设计软件授权分开，强度/减排/轻量化为厂商资料；融资、建材项目价值和前职预算不当ARR，AI核心作用待核。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-STRONG-HOME",
            "TCMI25-STRONG-YEAR"
          ]
        },
        {
          "id": "TC25-MI-XRONOS",
          "name": "Xronos",
          "url": "https://xronos.com/",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2023，Berkeley，2—10范围。 确定性机器人/自动化软件框架，支持Python/C++、遥测、仿真与部署。 开源框架/演示不证明所有系统行为确定或商业收入；付费工具、服务/集成和开源部分边界待核，未执行安装或示例。",
          "evidenceIds": [
            "TCMI25-IND-INDEX",
            "TCMI25-XRONOS-HOME",
            "TCMI25-XRONOS-YEAR"
          ]
        }
      ]
    },
    {
      "id": "TC-2025-battlefield-industrial-supplement-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2025/08/27/the-2025-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "总名单另有HamiltonPerkinsCollection和Prospectral2项，不在后续16项文章；据总入口逐项补查，均旧主体暂归范围外，不伪称单篇18项。 精确注册、实际收费与独立效能缺项保留，非全部名单或两年档案完成。",
      "complete": false,
      "records": [
        {
          "id": "TC25-MI-HAMILTON",
          "name": "Hamilton Perkins Collection",
          "url": "https://hamiltonperkins.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2014，Techstars24批次与成立分别列示。 将广告布、旧制服及剩余纺织料加工为包袋/配件并提供企业定制。 实物产品、客户定制和材料研发不等AI订阅；累计设计产品数/合作品牌数非当期销量和收入，AI主营未证。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCMI25-HAMILTON-HOME",
            "TCMI25-HAMILTON-YEAR"
          ]
        },
        {
          "id": "TC25-MI-PROSPECTRAL",
          "name": "Prospectral",
          "url": "https://www.prospectral.tech/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "CompaniesHouse列ProspectralLtd13739920于2021-11-12注册；创始人GwenhivirWyatt-Moon对应官网团队与登记。 多模态/光谱成像传感器与计算机视觉材料识别技术。 精确法人/品牌对应据姓名及Cambridge技术团队；传感/器件、成像软件和试点合同需拆，未独立核精度或AI主模型，注册不证财务。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCMI25-PROSPECTRAL-HOME",
            "TCMI25-PROSPECTRAL-YEAR",
            "TCMI25-PROSPECTRAL-OFFICER"
          ]
        }
      ]
    },
    {
      "id": "TC-2025-battlefield-health-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2025/08/27/the-2025-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "原2025总入口健康33项中的前6项逐项登记，均有范围前年份/经营线索暂归范围外；健康剩27项，本批不冒充全健康或全部两年来源完成。精确注册、AI作用和财务缺项保留。",
      "complete": false,
      "records": [
        {
          "id": "TC25-H-AKARA",
          "name": "Akara",
          "url": "https://www.akara.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Trinity原始2021-10-14材料明确2019校企分拆，非2025新公司。 手术室事件感知、排程/报告及服务机器人协调，旧有Violet消毒机器人。 现软硬件整套交付与无前期资本开支宣传不确定收费周期/合同；补助、产能目标和客户节省不作ARR。历史消毒验证不外推当前所有Agent能力，本轮未独立测试。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-AKARA-HOME",
            "TCH25-AKARA-YEAR"
          ]
        },
        {
          "id": "TC25-H-ARMBIONICS",
          "name": "ArmBionics",
          "url": "http://armbionics.am",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同域公司主页自报2017成立；媒体另有2019创业说法，精确沿革待核，二者均早于范围。 机械/肌电上肢假肢、康复及用户/机构支持平台；公司称使用机器学习分类肌肉信号。 官网直达502，本批仅搜索缓存可读；假肢销售、康复服务和平台净费未拆。肌电/机器学习描述不当独立临床效能，员工范围11—50不取中点。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-ARMBIONICS-HOME",
            "TCH25-ARMBIONICS-YEAR",
            "TCH25-ARMBIONICS-SCOPE"
          ]
        },
        {
          "id": "TC25-H-ARTSKIN",
          "name": "ArtSkin",
          "url": "https://www.linkedin.com/company/artificialskin/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始名单直链公司公开主页ArtificialSkin，自报ArtSkin于2024成立，2—10范围。 用于假肢、机器人及VR/AR的触觉传感与皮肤电刺激反馈接口，准备临床试验。 本批读取的是原始公司主页，不拿另一家LinkedIn企业代替；创始人自测原型与准备试验不等临床验证或获批，AI核心作用、具体法人/价格及收入未证。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-ARTSKIN-HOME",
            "TCH25-ARTSKIN-YEAR",
            "TCH25-ARTSKIN-SCOPE"
          ]
        },
        {
          "id": "TC25-H-AWEAR",
          "name": "AWEAR",
          "url": "http://awear.us",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同品牌公司主页自报2023；Techstars项目档案同列awear.us及2023，旧域现跳aweartech.com。 耳后EEG消费健康设备及iOS应用，提供压力/情绪状态提示，当前beta销售。 现页$195一次性beta套装含终身App使用，原文未明确币种不补USD，不当订阅ARR。未核成交数量/收入，EEG研究级与顾问/合作机构标识不等独立临床诊断或有效性验证。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-AWEAR-HOME",
            "TCH25-AWEAR-YEAR",
            "TCH25-AWEAR-SCOPE"
          ]
        },
        {
          "id": "TC25-H-AXOFT",
          "name": "Axoft",
          "url": "https://axoft.us/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "HarvardSEAS原始2021-12-16校友材料已描述同名创办人和公司，足证范围前经营；精确法人注册未复核。 柔性植入式脑机接口，结合材料、电子、手术工具与信号处理/解码软件。 现官网BrainFoundationModel是厂商方案，未核独立性能/商业合同；融资、材料许可/器件与软件净费分开，突破性器械称号不自行当上市批准，本批未查监管注册。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-AXOFT-HOME",
            "TCH25-AXOFT-YEAR"
          ]
        },
        {
          "id": "TC25-H-CAREHERO",
          "name": "Care Hero",
          "url": "https://www.gocarehero.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "2026-03-01HBS校友文章由JamieGong共同署名，明确2024创办；记述由直接照护转B2B平台。 居家照护机构的AI语音招聘：初筛、转录/评分、预约；人工招聘者作最终决定。 现按每月AI电话面试量分档订阅，无公开价格；30天试点达标/退款条件非ARR保证。前照护业务工资/家庭付款、创办人招过2000人、客户招工/节省工时不当软件收入；案例为厂商与机构记录，未独立复算。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-CAREHERO-HOME",
            "TCH25-CAREHERO-YEAR"
          ]
        }
      ]
    },
    {
      "id": "TC-2025-battlefield-health-2",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2025/08/27/the-2025-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2025总入口健康第7—12项逐项登记：5项范围前成立/项目暂归范围外，Eos关联既有2025主公司YC31058。剩健康21项与8名称/主体对应待核，非两年全量研究完成。",
      "complete": false,
      "records": [
        {
          "id": "TC25-H-CHE",
          "name": "Che Innovations Uganda Ltd",
          "url": "https://cheinnovations.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "公司主页及官网缓存均自报2023；另帖称正式注册两周年，精确注册与项目起点不混同。 原域直达两次超时，搜索缓存官网列NeoNest转运保温设备、CheNest婴儿用品与Matica数学纸牌。 官网当前可用性未证；缓存1000+新生儿、100+试点小时与50家庭均厂商自述，不等独立临床结果或收入；纸牌UGX零售价非医疗器械价格，AI主营未由原始技术资料证实。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-CHE-HOME",
            "TCH25-CHE-YEAR"
          ]
        },
        {
          "id": "TC25-H-ELLUSTROS",
          "name": "ELLUSTRÖS",
          "url": "http://ellustros.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "加拿大官方商标2358538搜索索引列2024-10-28申请，STROMERGONOMICSCORP.dbaELLUSTROS，地址对应公司主页；2024品牌/项目线索，非精确注册年。 人体比例分析/数字画像与自动化座椅、办公/汽车环境适配，兼具软件/联网硬件与人体工学咨询。 官方PDF英/法直达失败，仅搜索索引可读；公司主页亦有2024展会自述，暂按范围前项目排除，不把商标申请当成立证或获批器械/技术验证；家具、API/软件许可和咨询合同未拆，未核价格/ARR。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-ELLUSTROS-HOME",
            "TCH25-ELLUSTROS-YEAR",
            "TCH25-ELLUSTROS-ABOUT",
            "TCH25-ELLUSTROS-PROFILE"
          ]
        },
        {
          "id": "TC25-H-ENDLESS",
          "name": "Endless Health",
          "url": "https://www.endless.health/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同品牌公司主页自报2022，创办人CooperGalvin/JiabaoLi与现官网About一致；2022家庭事件是创办动机，不单凭动机推注册。 面向健康服务机构的检测、患者/诊所管理软件、开业战略/网站和医疗负责人匹配支持；旧定位消费者心血管/代谢健康辅导。 旧域besthearttest.com与现域/EndlessDx、检测/试验服务的合同主体仍待核；软件支持客户订阅支付不证明供应商本身同口径ARR。检测、人工辅导、开业服务与软件净费须拆，CLIA宣称不证明整个AI系统有效性。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-ENDLESS-HOME",
            "TCH25-ENDLESS-YEAR",
            "TCH25-ENDLESS-ABOUT"
          ]
        },
        {
          "id": "TC25-H-EOS",
          "name": "Eos.ai",
          "url": "https://www.helloeos.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "本轮直接读取YC普通HTML的公开description明确Founded2025、AryaKhokhar、2employees；关联既有YC31058，不把Winter2026批次当成立年。 统一医疗数据、预测并执行保险/账单/转诊等运营流程，需适配既有系统。 网页解析工具无正文但普通HTML字段可读，未执行页面脚本。VERA/LUCIA18%增益和界面样例数量不等独立测试/客户规模；医院追回收入不归供应商ARR，实际合同收费和部署成本仍缺。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-EOS-HOME",
            "TCH25-EOS-YEAR"
          ],
          "companyId": "YC31058"
        },
        {
          "id": "TC25-H-FOODHEALTH",
          "name": "Food for Health",
          "url": "https://foodforhealth.ai",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域Gust公司自填档案列FoodforHealthLLC、Minneapolis、2022-09成立；LinkedIn同列2022。官网另称2011创建系统，概念/技术沿革与现公司成立不同。 以文献和个人健康资料对食物成分评分，消费者App与企业API/白标平台两类交付。 不与澳洲同名食品制造商混同；创办人自身指标变化、第三方成分研究及机构标识不等该App独立临床效果。企业授权、消费者订阅与客户商品销售分开，未读取实际现价/客户合同或ARR。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-FOODHEALTH-HOME",
            "TCH25-FOODHEALTH-YEAR",
            "TCH25-FOODHEALTH-ABOUT"
          ]
        },
        {
          "id": "TC25-H-GLITCHERS",
          "name": "GLITCHERS Lab",
          "url": "http://glitchers.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司官网时间线列2013工作室成立及2023十周年，足证旧业务；GLITCHERSLab参赛标签不自动视作独立2025新法人。 SeaHeroQuest游戏采集行为数据，Celest为研究/临床人员提供认知表现分析，并有品牌/科普游戏项目。 玩家/国家数量、科研数据量、奖项和客户项目价值不等平台ARR；研究平台、游戏委托/赞助、数据服务与认知评估收入需拆。论文入口未逐篇核，导航任务研究不外推通用诊断有效性，Lab精确法律主体仍缺。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-GLITCHERS-HOME",
            "TCH25-GLITCHERS-YEAR"
          ]
        }
      ]
    },
    {
      "id": "TC-2025-battlefield-health-3",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2025/08/27/the-2025-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2025总入口健康第13—18项：5项范围前成立/项目暂归范围外，Lexi2025公司自述与2024课堂/论文项目语义待核。剩健康15项与8名称/主体对应待核，不新增主公司或收入，不代表全部两年来源完成。",
      "complete": false,
      "records": [
        {
          "id": "TC25-H-INNOV8",
          "name": "Innov8 AI",
          "url": "https://www.innov8ai.com/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网历史明确2021-10在LosGatos成立，暂归范围外。 在线叙事监测、主题标记与趋势分析，面向ESG/公共安全；当前主页内容与healthcare标题不同。 不与新加坡同名AI咨询公司或Singtel基金混同；期刊入口与待审专利不当独立产品测试，舆情命中/客户损失不作平台收入；合同、价格、API/分析服务占比未核。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-INNOV8-HOME",
            "TCH25-INNOV8-YEAR"
          ]
        },
        {
          "id": "TC25-H-LEXI",
          "name": "Lexi AI, Inc.",
          "url": "https://www.withlexi.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "公司主页自报Founded2025；创始人Harvard共署文章记2024春课堂项目及秋论文创业，2025公司化/项目沿革语义待拆，不定为矛盾或造假。 医疗AI语音口译，面向医疗机构与不同语言患者；现官网/home均403，业务以公司主页及收购方原文交叉。 暂列pending-year，未核法人精确成立；非同名YCF25法律/企业软件。Equiti2026-10-28称已收购，收购方Martti的人类口译网络、规模/收入不归Lexi原公司。客户解释时间/节省费用、补助和融资不作LexiARR；未核现行合同计费。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-LEXI-HOME",
            "TCH25-LEXI-YEAR",
            "TCH25-LEXI-ORIGIN",
            "TCH25-LEXI-ACQUIRED"
          ]
        },
        {
          "id": "TC25-H-MARITEST",
          "name": "MariTest",
          "url": "https://www.maritestafrica.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报Founded2022，London；官网故事2021患病是动机，非精确注册证。 非侵入、可重复使用的疟疾检测/监测设备，厂商目标为自动检测及用药建议。 第三方2023年份与公司2022自述差异未决但均范围前；WHO患病/死亡规模不是产品诊断准确率或销售。临床/监管批准、具体AI任务、政府采购和设备/检测单位计费仍缺，不从合作标识推验证。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-MARITEST-HOME",
            "TCH25-MARITEST-YEAR",
            "TCH25-MARITEST-ABOUT"
          ]
        },
        {
          "id": "TC25-H-MEO",
          "name": "Meo Health",
          "url": "http://www.meohealth.com",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司主页自报2024；第三方另列2023，精确法人/旧STASIS沿革待核，均范围前。 面向个人的90天呼吸/HRV训练计划、应用及beta可穿戴设备，并设诊所入口。 临床链接为旧Meo/StasisHP呼吸项目99人回顾性便利样本、自报结局，不代表现AI可穿戴设备或广泛疾病疗效。器材、固定疗程、临床/教练服务与续费需拆，无公开可核ARR；HSA/FSA宣传不当疗效或销量证明。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-MEO-HOME",
            "TCH25-MEO-YEAR",
            "TCH25-MEO-STUDY"
          ]
        },
        {
          "id": "TC25-H-MONERE",
          "name": "Monere",
          "url": "https://www.monere.ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "公司公开主页自报2023、LehiUtah、11—50范围；精确注册未核。 NiADA根据眼睑照片估计血红蛋白并作铁健康趋势提示；官网当前仅跟踪iframe外壳，About搜索缓存有说明。 网站缓存非现站正常交付证明；第三方按人数推算的精确年度收入没有合同/财报依据，本批不采。筛查估计、实验室血检和临床诊断分别处理；实际检测/订阅/机构许可计费及人群性能未核。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-MONERE-HOME",
            "TCH25-MONERE-YEAR",
            "TCH25-MONERE-ABOUT"
          ]
        },
        {
          "id": "TC25-H-NEARWAVE",
          "name": "NearWave",
          "url": "https://nearwave.co",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "NotreDame2023原始材料已列RoyStillwell/ThomasOSullivan创办人及设备；2020同校竞赛原文亦有团队，均范围前。 近红外手持组织成像，面向乳腺癌治疗反应评估与科研；原域本轮超时，大学原始材料描述现有设备。 2020研究项目与YC2022字段可能不同语义，非精确注册日；大学描述的研究效果不外推所有临床条件。科研设备/服务与软件净费未拆；奖、融资、研究经费不是ARR，未核当前AI模块或监管销售资格。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-NEARWAVE-HOME",
            "TCH25-NEARWAVE-YEAR",
            "TCH25-NEARWAVE-ORIGIN"
          ]
        }
      ]
    },
    {
      "id": "TC-2025-battlefield-health-4",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2025/08/27/the-2025-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2025总入口健康第19—25项7项逐项登记，均有范围前成立/项目线索暂归范围外；有原站不可读/迁移、2024加速器非精确注册等缺项。剩健康8项与8名称/主体对应待核，非两年全部来源完成。",
      "complete": false,
      "records": [
        {
          "id": "TC25-H-NEURALDRIVE",
          "name": "Neural Drive",
          "url": "https://neural-drive-site.vercel.app/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "公司主页列新域、Singapore、Founded2024；创办人CTO个人原文亦记2024-10共同创办，精确注册未读。 原始Vercel入口不可达；现neuraldrive.tech为非侵入信号/眨眼辅助沟通设备，用预设消息支持瘫痪者。 旧声带微振动/10指令92%与现眨眼98%为不同厂商口径，未独立验证，非通用读心。原价$500与现约SGD2500分开；前事业$10000、补助融资、试用368人不是现ARR；HSA路径进行中不当获批，不与加拿大同名神经刺激公司混同。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-NEURALDRIVE-HOME",
            "TCH25-NEURALDRIVE-YEAR",
            "TCH25-NEURALDRIVE-CURRENT",
            "TCH25-NEURALDRIVE-ORIGIN"
          ]
        },
        {
          "id": "TC25-H-NUSEUM",
          "name": "NUSEUM",
          "url": "https://en.nuseum-lab.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "现官网链接History列2023-10-23NUSEUMInc.法人设立自述；公司公开主页同列2023，精确注册未独立查。 旧英文站502，根域为Gamma占位；现nuseum.io提供营养规则/证据引擎，拟嵌入医疗、零售、保险等平台。 旧健康食品电商、营养API/软件与试点服务需拆。官网称多中心/盲评框架正在建立，不从评审面板/学会合作推出已完成独立临床验证；规则引擎与生成模型分开，合同/价格/ARR未核，非日本同名旅游App。",
          "evidenceIds": [
            "TCENERGY25-MASTER",
            "TCH25-NUSEUM-HOME",
            "TCH25-NUSEUM-YEAR",
            "TCH25-NUSEUM-CURRENT"
          ]
        },
        {
          "id": "TC25-H-OVUL",
          "name": "Ovulio Corp.（Ovul）",
          "url": "https://ovul.ai/",
          "categoryId": "C09",
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          "note": "公司故事原文记2022遇到生育困难并创建Ovul，暂按范围前项目/业务归外，非精确法人注册。 唾液结晶图像AI解读、周期趋势App与可复用硬件；当前设备含3/6/12个月会员，之后月续。 首档$149.99含设备及3月会员，之后$18.99/月；未明确币种不补USD，整单收入不能全当ARR。旧站/博客一次性付费与现续费模式分开；数据点/图像样本口径不同、不等独立效果。结晶代理趋势不当实验室激素实测、获批或诊断；未核续订/退款/实际收入。",
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            "TCENERGY25-MASTER",
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          "note": "同品牌公司主页自报Founded2020，Englewood、11—50范围；美国扩张不重置旧业务成立。 呼气样本分析、犬嗅与AI结合的癌症预筛查；无www原域不可读，www同品牌官网可读。 检测套件、样本物流、犬只/实验室操作、临床服务与软件净费须拆；筛查样本/临床招募不当付费用户/ARR。CLIA/拟注册和厂商准确率不替逐项监管/效能复核，本轮未读临床底表或销售合同。",
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          "note": "同域公司主页自报2022，NewportBeach，2—10范围，暂归范围外。 特殊教育/OTSLPABA诊所的VR技能练习、记录、AI文书与账单工作流，须临床人员签署。 主页2026诊所免付费宣传不等已订阅或全业务零收入；回收医保索赔/学校资金不是平台净收入。软件/硬件与文书/计费服务收费待拆，未读独立疗效或合规审计，不采聚合站无原始凭证的十亿美元估值/融资。",
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          "note": "同域公司主页自报2023，Seattle，2—10范围；官网创始人StephineyFoley对应。 产前/产后照护匹配、到家/远程doula及照护团队协调；早期酒店产后休养与现到家平台分别列。 家庭照护总付、酒店/护理支出、保险报销与平台净费须拆；真人服务不按纯SaaS毛利推断。92%改善为厂商自述非独立临床结果，现AI作用/合同、许可/佣金计费和ARR未知，不采聚合站误写创始人/成立的推断。",
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          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始机构NewVenturesBC2024文章列FoundedOctober2022、AmirSoleimani/SamSarabi并链原域，范围外。 无人机撒播种子胶囊、AI/GIS选址和卫星/现场监测，提供端到端生态修复服务。 种植1亿棵目标、恢复面积/碳量和客户减排不作平台ARR；设备/种子、现场作业、长期监测与软件净费须拆。厂商第三方验证宣称未逐份原报告核，当前页面0计数器不等无业务。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26AG-TREETRACK-HOME",
            "TC26AG-TREETRACK-YEAR"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-automotive-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026原总入口汽车交通6项全部登记：Cautio/MyMonthlyCar/Urbanchain3旧成立范围外；Laplace/Neumo2成立原始依据待核，MotionSync2025机构创办资料可读但AI主营待核。无新增主公司/收入；两组共13网址登记，余188具名网址及3空锚待核。",
      "complete": false,
      "records": [
        {
          "id": "TC26-AUTO-CAUTIO",
          "name": "Cautio",
          "url": "https://www.cautio.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司公开主页Founded2023、Bengaluru、51—200范围，范围外；非葡萄牙咨询或德国保险同名公司。 车队AI行车记录仪与云端视频、风险告警、轨迹及司机报告，软硬件一体。 摄像头/安装、连接流量/存储、车队软件与现场运营净费须拆；公里数、客户标识、事故减少和融资不作ARR，未独立核疲劳识别/付费车数或合同。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26AUTO-CAUTIO-HOME",
            "TC26AUTO-CAUTIO-YEAR"
          ]
        },
        {
          "id": "TC26-AUTO-LAPLACE",
          "name": "Laplace Intelligence",
          "url": "https://www.laplaceintelligence.com",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "尝试候选LinkedIn路径404；本轮未取得原始Founded或精确注册材料，保留pending-year，不从2026参赛年推成立。 官网本轮仅标题What-ifEngineforthePhysicalWorld可读，产品细节和技术交付原始材料待核。 官网无可读正文，不借媒体/聚合站复制技术或盈利断言；原始客户合同、项目/订阅收入、算力/实施成本未知，论文/研究起点也不替公司成立。分类C03为物理AI测试设施暂定，不当已核技术等级。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26AUTO-LAPLACE-HOME",
            "TC26AUTO-LAPLACE-YEAR"
          ]
        },
        {
          "id": "TC26-AUTO-MOTIONSYNC",
          "name": "Motion Sync Technologies Inc.",
          "url": "https://msync.ai",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "note": "大学董事会2026-02原始文件明确MotionSyncInc.Delaware公司Founded2025；2025另见MotionSyncLLC许可/资助，精确迁移沿革待补。 PREACT枕头/座椅预测车辆运动并以振动提前提示乘客，官网有预订/Kickstarter及汽车合作入口。 2025年成立已获原始机构依据，但本批未证明AI核心模型，pending-ai而非新增AI公司。研究7年/200乘客/300小时属厂商范围不当独立疗效，预订/众筹、器械/嵌入许可和软件净费分开；大学授权投资不等已交割/销售。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26AUTO-MOTIONSYNC-HOME",
            "TC26AUTO-MOTIONSYNC-YEAR",
            "TC26AUTO-MOTIONSYNC-LICENSE",
            "TC26AUTO-MOTIONSYNC-PROGRAM"
          ]
        },
        {
          "id": "TC26-AUTO-MYMONTHLY",
          "name": "MyMonthlyCar Inc.",
          "url": "https://mymonthlycar.com",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同域公司主页自报2024，FortLauderdale、11—50范围，暂归范围外。 官网仅标题和跟踪iframe外壳；公司主页介绍经销商按月汽车租赁、先租后买的平台。 租车月付不自动是软件订阅ARR；押金、车辆价值、车商租金/保险与平台抽佣净额须拆。本批AI主营、现合约费率/付款与交付未知，官网不可读不推已停业或零收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26AUTO-MYMONTHLY-HOME",
            "TC26AUTO-MYMONTHLY-YEAR"
          ]
        },
        {
          "id": "TC26-AUTO-NEUMO",
          "name": "Neumo",
          "url": "https://www.neumo.ai/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "官网团队NiallBerkery/PeterFreer可读但无精确成立年，本批未取得原始注册日期，保留pending-year。 非接触神经电信号传感、司机疲劳/注意力/压力状态提示，面向OEM与车队集成。 不与日本听觉服务、德国流体硬件或政府软件同名公司混同。前事业两次300M退出与0到200M收入不属Neumo；官网UConn/IEEE验证宣称未逐篇原文核，不升独立实测。传感器、OEM许可/工程和软件净费未拆，尚无价格/ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26AUTO-NEUMO-HOME",
            "TC26AUTO-NEUMO-YEAR"
          ]
        },
        {
          "id": "TC26-AUTO-URBANCHAIN",
          "name": "Urbanchain",
          "url": "https://www.urbanchain.world/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司公开主页及简介明确2018，团队范围11—50，暂归范围外；地区扩展/新产品不重置成立。 车牌/车辆识别与物业通行、停车/充电、支付与数据管理平台，兼AI/IoT硬件部署。 不与英国同名电力交易公司混同；停车费/充电流水、地产价值、零售消费与软件/支付净费、安装服务分开。8倍通行、客户收益和现场演示不当独立性能或ARR，精确多国法人/合同仍缺。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26AUTO-URBANCHAIN-HOME",
            "TC26AUTO-URBANCHAIN-YEAR"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-enterprise-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026总入口企业组前8项逐项访问：Apex/Ariso公司自报2025、Bounty加速器2026、CollarYC2026关联4新公司；AIEEV2024和Buzz2019暂范围外，Arusto成立、Cotriply新旧主体沿革待核。收入未知，不把GMV/承诺/伙伴市值/报价当ARR。2026现21具名网址登记，余180及3空锚待核。",
      "complete": false,
      "records": [
        {
          "id": "TC26-ENT-AIEEV",
          "name": "AIEEV Inc",
          "url": "https://www.aieev.com",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司博客转载访谈明确2024年初创办，暂归成立年范围外；分布式GPU推理云。算力使用费、资源供给分成与GPU硬件价值须拆，旧PoC/商业客户自述不补收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT1-AIEEV-YEAR"
          ]
        },
        {
          "id": "TC26-ENT-APEX",
          "name": "Apex Replicant",
          "url": "http://apexreplicant.com",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "公司自报2025成立，关联主表；当前为专家知识问答，保留人工访谈/维护与月费拆分，报价和合成示例不当ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT1-APEX-HOME",
            "TC26ENT1-APEX-YEAR",
            "TC26ENT1-APEX-PRICING"
          ],
          "companyId": "TC-APEX-REPLICANT"
        },
        {
          "id": "TC26-ENT-ARISO",
          "name": "Ariso",
          "url": "https://ariso.ai",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "公司自报2025，按通用企业工作关联；当前个人日价/团队定制与已实现经常收入分开，未凭开源导航或安全标识升级技术等级。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT1-ARISO-HOME",
            "TC26ENT1-ARISO-YEAR"
          ],
          "companyId": "TC-ARISO"
        },
        {
          "id": "TC26-ENT-ARUSTO",
          "name": "Arusto",
          "url": "https://www.arusto.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "企业教学内容和治理归行业专业应用；公司页无Founded，条款日期不替成立，保留pending-year。ArustoInc.为条款自述主体，合同阈值不当销售，自动续订条款不证明实际订阅。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT1-ARUSTO-HOME",
            "TC26ENT1-ARUSTO-YEAR",
            "TC26ENT1-ARUSTO-TERMS"
          ]
        },
        {
          "id": "TC26-ENT-BOUNTY",
          "name": "Bounty",
          "url": "https://trybounty.ai",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "加速器2026成立并关联主表；以通用成果采购归C05，不将200Agent供给者当本公司团队。9月年化GMV、10月预测和每月客户承诺分列于证据，不新增ARR或MRR观测。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT1-BOUNTY-HOME",
            "TC26ENT1-BOUNTY-ACCELERATOR"
          ],
          "companyId": "TC-BOUNTY"
        },
        {
          "id": "TC26-ENT-BUZZ",
          "name": "Buzz & Beyond",
          "url": "http://vling.net/en",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "大学托管原企业表以vling.net对应BUZZ&BEYOND、2019开业，暂归范围外，不与同名印度营销机构混同；现AI营销不重置旧公司成立。代理交易额与软件收入须拆。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT1-BUZZ-HOME",
            "TC26ENT1-BUZZ-YEAR"
          ]
        },
        {
          "id": "TC26-ENT-COLLAR",
          "name": "Collar AI",
          "url": "https://usecollarai.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "YC官方公开页2026成立/4人关联；IR属于专业金融沟通应用，伙伴市值和界面内示例财务不作自身ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT1-COLLAR-HOME",
            "TC26ENT1-COLLAR-YEAR",
            "TC26ENT1-COLLAR-ABOUT"
          ],
          "companyId": "TC-COLLAR"
        },
        {
          "id": "TC26-ENT-COTRIPLY",
          "name": "Cotriply",
          "url": "https://cotriply.ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "公司页自报2025但链接旅行社旧路径，当前原域仅标题且旅行社403；品牌/新公司与精确运营主体沿革待核，不新增主公司。团体旅行预订本金、代理佣金、软件净费分开，不把TICO编号当成立/财务核验。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT1-COTRIPLY-HOME",
            "TC26ENT1-COTRIPLY-YEAR",
            "TC26ENT1-COTRIPLY-AGENCY"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-enterprise-2",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026企业组第9—16项逐项原始访问：EasyMate公司自报2025新增，Kilo关联既有AI072，Dosu/GUDEA/Intelligible/Lumai4旧成立范围外，GuideAI/Latch原始成立待核。无收入新增；2026具名29登记、172及3空锚待核，企业组余10。",
      "complete": false,
      "records": [
        {
          "id": "TC26-ENT-DOSU",
          "name": "Dosu",
          "url": "https://dosu.dev/",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "创始人明确2023年6月起步，暂范围外；当前Agent共享知识设施不重置公司年。免费公共仓库与企业收入分开；年付月等值/加购额度是报价，不反推ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT2-DOSU-HOME",
            "TC26ENT2-DOSU-YEAR",
            "TC26ENT2-DOSU-PRICE"
          ]
        },
        {
          "id": "TC26-ENT-EASYMATE",
          "name": "EasyMate AI",
          "url": "https://easymate.ai/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "官网反链公司页自报2025关联，AI社区问答/关系留存归C06。EASYMATEINC为条款主体；预付订阅与超量、AppOwner收款、聊天量/客户增长分开，价格和自身收入未知。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT2-EASYMATE-HOME",
            "TC26ENT2-EASYMATE-YEAR",
            "TC26ENT2-EASYMATE-TERMS",
            "TC26ENT2-EASYMATE-ABOUT"
          ],
          "companyId": "TC-EASYMATE"
        },
        {
          "id": "TC26-ENT-GUDEA",
          "name": "GUDEA",
          "url": "http://GUDEA.ai",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原网址跳转www.gudea.ai；公司官方说明2023创办，2025迁址/2026竞赛不改成立。叙事情报、PR沟通、定制报告与专家服务分开；融资/增长率无可核收入分母，不补ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT2-GUDEA-HOME",
            "TC26ENT2-GUDEA-YEAR"
          ]
        },
        {
          "id": "TC26-ENT-GUIDE",
          "name": "GuideAI",
          "url": "http://www.getguide.ai",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "公司页无Founded；条款主体GuideAITechnologiesInc.、2026生效不替成立。结果合同从原$30K/$150K预付是报价，非ARR；Latka估算CEO与当前创始人线索不一致，未纳入，待主体/年份原始补证。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT2-GUIDE-HOME",
            "TC26ENT2-GUIDE-YEAR",
            "TC26ENT2-GUIDE-TERMS",
            "TC26ENT2-GUIDE-PRICE",
            "TC26ENT2-GUIDE-ESTIMATE"
          ]
        },
        {
          "id": "TC26-ENT-INTELLIGIBLE",
          "name": "Intelligible",
          "url": "https://intelligible.ai",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司公开页自报2024，暂范围外；当前结构化推理组件/MCP及Summand/Elbi不当两个新公司。BenLengerich大学团队证据与历史Abridge同名主体分开，厂商基准不当独立测试。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT2-INTELLIGIBLE-HOME",
            "TC26ENT2-INTELLIGIBLE-YEAR",
            "TC26ENT2-INTELLIGIBLE-UNIVERSITY"
          ]
        },
        {
          "id": "TC26-ENT-KILO",
          "name": "Kilo",
          "url": "https://kilo.ai",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "2025官方创办说明和竞赛原域对应AI072，复用既有公司；2026-07被Anaconda收购，不重复新增。平台席位、模型充值、奖励额度及算力须拆，吞吐/母公司规模不作收入，原技术等级不变。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT2-KILO-HOME",
            "TC26ENT2-KILO-PRICE",
            "TC26ENT2-KILO-YEAR",
            "KILO-ACQ"
          ],
          "companyId": "AI072"
        },
        {
          "id": "TC26-ENT-LATCH",
          "name": "Latch AI",
          "url": "http://www.yourlatch.com",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "现原域仅标题；收购方原公告确认AlishaEsmail的留存产品并于2026-10收购，原始成立年仍缺，暂待核。不是Seattle的latch.ai/SuperLabs工作上下文工具，不继承其2025年、团队或收入；gema预约量也不归Latch。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT2-LATCH-HOME",
            "TC26ENT2-LATCH-ACQUISITION",
            "TC26ENT2-LATCH-FOUNDER-ACCESS"
          ]
        },
        {
          "id": "TC26-ENT-LUMAI",
          "name": "Lumai",
          "url": "https://lumai.ai",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网公司编号与英国官方登记对应，2021成立/OXONN旧名，范围外；不能混入2025近名JOINLUMAILTD。光计算硬件与推理软件/服务净费分开，性能路线图、融资/设备价值非收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT2-LUMAI-HOME",
            "TC26ENT2-LUMAI-ENTITY",
            "TC26ENT2-LUMAI-REGISTER"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-enterprise-3",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026企业组最后10原网址逐项核对：Mesh深化既有YC30292，4旧成立/业务范围外，5成立/主体沿革待核，无新增主公司或收入。企业26具名URL现均有访问记录，不等主体/AI/财务全确认；2026现39登记、162具名余项，3原空锚另列。Spiky空锚与具名同URL对应，不重复公司。",
      "complete": false,
      "records": [
        {
          "id": "TC26-ENT-MARKETRIX",
          "name": "Marketrix",
          "url": "https://www.marketrix.ai",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "当前公司页2025与旧缓存/共同创办者履历2024并列，待核公司化起点；原域仅标题。用户模拟/研究暂归C06，不把persona规模当真实人数，原始收费和合同未核。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT3-MARKETRIX-HOME",
            "TC26ENT3-MARKETRIX-YEAR",
            "TC26ENT3-MARKETRIX-CV"
          ]
        },
        {
          "id": "TC26-ENT-MESH",
          "name": "Mesh",
          "url": "https://www.usemesh.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "YC当前官方与公司页均2025，对应既有YC30292，深化并改归专业会计应用，保留原始发现快照；不新增或套用mesh.ai近名公司。客户企业人数/分录金额和ROI不作自身团队或收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT3-MESH-HOME",
            "TC26ENT3-MESH-YC",
            "TC26ENT3-MESH-YEAR"
          ],
          "companyId": "YC30292"
        },
        {
          "id": "TC26-ENT-MIRROR",
          "name": "Mirror Particle",
          "url": "http://mirrorparticle.com",
          "categoryId": "C01",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司页自报2024，暂范围外；法律页AiphroditeAiInc.d/b/aMirrorParticle不当2026新公司。厂商行为基础模型定位按C01暂分，不代表已验证通用基础能力；模拟响应与真实销售分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT3-MIRROR-HOME",
            "TC26ENT3-MIRROR-YEAR",
            "TC26ENT3-MIRROR-LEGAL"
          ]
        },
        {
          "id": "TC26-ENT-OPTISE",
          "name": "Optise",
          "url": "https://optise.com/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "冰岛官方原始HTML与条款编号对应2024-11-01成立/登记，暂范围外；保留美国子公司卖方/冰岛运营者区别，不用2025融资或2026VAT重置成立。订阅、代销/内部往来及客户效果分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT3-OPTISE-HOME",
            "TC26ENT3-OPTISE-PROFILE",
            "TC26ENT3-OPTISE-TERMS",
            "TC26ENT3-OPTISE-INVESTOR",
            "TC26ENT3-OPTISE-REGISTER"
          ]
        },
        {
          "id": "TC26-ENT-PARAVERSE",
          "name": "Paraverse Technology Limited",
          "url": "https://paraverse.cc",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司原文2016起步，旧主体/业务暂范围外；云XR/渲染与数字人应用须分开，LarkXR/ImmerShare是产品沿革，不冒充新AI公司。云GPU使用费/授权/项目集成与经常软件净费未知。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT3-PARAVERSE-HOME",
            "TC26ENT3-PARAVERSE-YEAR"
          ]
        },
        {
          "id": "TC26-ENT-PITCHIN",
          "name": "PitchIN",
          "url": "https://www.getpitchin.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "当前原域仅标题；公司原始页可补生命科学BD匹配用途但无Founded，成立/精确主体待核。免费活动/伙伴页面不证明已实现订阅；展示的标的营收门槛不归平台。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT3-PITCHIN-HOME",
            "TC26ENT3-PITCHIN-PROFILE"
          ]
        },
        {
          "id": "TC26-ENT-SPIKY",
          "name": "Spiky.ai",
          "url": "https://spiky.ai/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司同域公开页自报2022成立，暂范围外；客户营收提升不作自身ARR，当前付费/合同额未核。原名单另有相同URL空锚，按同一网页对应，不重复计公司。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT3-SPIKY-HOME",
            "TC26ENT3-SPIKY-YEAR"
          ]
        },
        {
          "id": "TC26-ENT-STATGENIUS",
          "name": "StatGenius",
          "url": "https://statgenius.io/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "当前科学/市场研究统计AI产品原始页可读，但成立/精确主体未知；business-sci同产品反链不是注册证明，聚合年2015/2020不择一。非神经网络不排除AI，技术性能/合同价格均待核。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT3-STATGENIUS-HOME",
            "TC26ENT3-STATGENIUS-ABOUT",
            "TC26ENT3-STATGENIUS-OLD-SITE"
          ]
        },
        {
          "id": "TC26-ENT-TRINITITE",
          "name": "Trinitite",
          "url": "https://trinitite.ai",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "公司页2025、条款FiscusFlowsInc.和媒体所述2024Fiscus/Caffeine旧业务分别保留，精确沿革待核。按Agent规则/批准设施暂归C03；原$5/$35席位报价与试点/拟转合同不当ARR，未执行安全测试。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT3-TRINITITE-HOME",
            "TC26ENT3-TRINITITE-YEAR",
            "TC26ENT3-TRINITITE-PRICE",
            "TC26ENT3-TRINITITE-TERMS",
            "TC26ENT3-TRINITITE-INVESTOR",
            "TC26ENT3-TRINITITE-OLD-BRAND"
          ]
        },
        {
          "id": "TC26-ENT-YOUNIFIED",
          "name": "YOUnifiedAI, Inc.",
          "url": "https://younifiedai.com/",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "公司页2024与SEC原始XML搜索正文2026法人年并列，经营/新法人沿革待核，不新增主公司。融资65000、宽收入档不当ARR；官网同时不按用户与每用户月费，记录收费单位差异待原合同补证。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENT3-YOUNIFIED-HOME",
            "TC26ENT3-YOUNIFIED-YEAR",
            "TC26ENT3-YOUNIFIED-SEC",
            "TC26ENT3-YOUNIFIED-PRICE",
            "TC26ENT3-YOUNIFIED-TERMS"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-cybersecurity-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026网络安全组13具名原网址全部访问：Hardshell/HODOR/PsyberCog/Trotta4关联新公司，7旧成立或旧业务暂范围外，Detectif/Indora2原始成立待核；无收入新增。2026现52具名登记、149未登记，3原空锚保留（Spiky同URL已对应、2待核）。",
      "complete": false,
      "records": [
        {
          "id": "TC26-CYBER-APATE",
          "name": "Apate.ai",
          "url": "https://www.apate.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司同域页自报2024，暂范围外；面向金融/电信反诈。对话机器人、情报订阅、运营/通话成本与软件净费待拆，诈骗损失/融资非收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CYBER-APATE-HOME",
            "TC26CYBER-APATE-YEAR"
          ]
        },
        {
          "id": "TC26-CYBER-CERBERUS",
          "name": "Cerberus",
          "url": "https://c7-security.com/cerberus",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始About明确C7集团2021起步；Cerberus是产品，暂范围外而不新增2026公司。年费报价、评估/顾问/培训和软件收入分开，未独立验证机器证明或攻击安全。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CYBER-CERBERUS-HOME",
            "TC26CYBER-CERBERUS-YEAR"
          ]
        },
        {
          "id": "TC26-CYBER-CUDE",
          "name": "Cude Labs",
          "url": "https://thecude.com",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司原始页2023且website精确对应，暂范围外；普通HTML可读而网页工具超时分列。访问后可见性/AI协作安全设施，研究合作、试点和精确商用合同仍待核。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CYBER-CUDE-HOME",
            "TC26CYBER-CUDE-YEAR"
          ]
        },
        {
          "id": "TC26-CYBER-DETECTIF",
          "name": "DetectifAI, Inc.",
          "url": "https://detectif.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "原始技术/团队页可读，创办者页转载2025媒体年但独立成立/法人原始依据缺，待核；厂商基准把Podonos评分与自报延迟分开，固定提交不可读，未升级独立验证或补ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CYBER-DETECTIF-HOME",
            "TC26CYBER-DETECTIF-COMPANY",
            "TC26CYBER-DETECTIF-BENCHMARK",
            "TC26CYBER-DETECTIF-YEAR-ACCESS"
          ]
        },
        {
          "id": "TC26-CYBER-HARDSHELL",
          "name": "Hardshell",
          "url": "https://www.hardshell.ai",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "公司原始页2025关联；数据访问/权限和AI安全设施归C03。融资申报非ARR，报价、合同和独立泄露防护效果未知；未混入同名服装或军用装备公司。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CYBER-HARDSHELL-HOME",
            "TC26CYBER-HARDSHELL-YEAR",
            "TC26CYBER-HARDSHELL-SEC"
          ],
          "companyId": "TC-HARDSHELL"
        },
        {
          "id": "TC26-CYBER-HODOR",
          "name": "HODOR",
          "url": "https://www.hodor.ai/",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "条款COLIBRI唯一编号与法国官方API对应2025-07-02，关联主表；按用户月费与实际经常收入分开，未凭同名品牌套用其他主体。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CYBER-HODOR-HOME",
            "TC26CYBER-HODOR-TERMS",
            "TC26CYBER-HODOR-PRICE",
            "TC26CYBER-HODOR-REGISTER"
          ],
          "companyId": "TC-HODOR"
        },
        {
          "id": "TC26-CYBER-INDORA",
          "name": "Indora Labs",
          "url": "https://www.indoralabs.com/",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "当前ArbiterAI授权和原始加速器材料可读，但公司页无Founded，第三方2025未替原始证据，待核成立/精确主体；合同与价格未知。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CYBER-INDORA-HOME",
            "TC26CYBER-INDORA-PROFILE",
            "TC26CYBER-INDORA-ACCELERATOR"
          ]
        },
        {
          "id": "TC26-CYBER-MAGIER",
          "name": "Magier AI",
          "url": "https://magier.ai/",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司原始页2024暂范围外；原站普通HTML可读/网页工具超时区别保留。治理/合规工作流归C05，仪表盘示例与审计证据整理不当独立认证或软件ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CYBER-MAGIER-HOME",
            "TC26CYBER-MAGIER-YEAR"
          ]
        },
        {
          "id": "TC26-CYBER-PSYBERCOG",
          "name": "PsyberCog Labs, Inc.",
          "url": "https://www.psybercog.com",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "公司原始页2025及PATHMap的AI作用关联；安全决策/治理归C05。保留咨询/评估/伙伴干预人力，原名单13项不按该公司帖称14强改；无自身收入披露。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CYBER-PSYBERCOG-HOME",
            "TC26CYBER-PSYBERCOG-YEAR"
          ],
          "companyId": "TC-PSYBERCOG"
        },
        {
          "id": "TC26-CYBER-REIN",
          "name": "Rein Security",
          "url": "https://reinsec.io",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司原始页2024，暂范围外；运行安全设施归C03。融资和创始人旧产品收入非本公司ARR；实际计费、净费和独立效果待核。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CYBER-REIN-HOME",
            "TC26CYBER-REIN-YEAR"
          ]
        },
        {
          "id": "TC26-CYBER-SPEKTRUM",
          "name": "Spektrum Labs",
          "url": "https://spektrum.ai/",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司页2021暂范围外；现安全韧性/控制及恢复证据，未上市功能单列。保额/保险赔付、组合规模与软件净费分开，未知不当零。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CYBER-SPEKTRUM-HOME",
            "TC26CYBER-SPEKTRUM-YEAR"
          ]
        },
        {
          "id": "TC26-CYBER-STRAIKER",
          "name": "Straiker",
          "url": "https://www.straiker.ai/",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司公开页2024暂范围外；不以2025发布重置，也不混保龄球同名主体。安全研究与商业套餐、实际效果及自身收入分别留缺。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CYBER-STRAIKER-HOME",
            "TC26CYBER-STRAIKER-YEAR"
          ]
        },
        {
          "id": "TC26-CYBER-TROTTA",
          "name": "Trotta",
          "url": "https://www.trotta.io",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "原始公司搜索缓存自报2025，按AI社会工程风险方案关联但标交付待核；现官网文章不是产品证据或已实现收入。直达公司页失败与缓存分开，事故损失/奖项不作ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CYBER-TROTTA-HOME",
            "TC26CYBER-TROTTA-YEAR"
          ],
          "companyId": "TC-TROTTA"
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-fintech-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026总入口金融科技10具名原网址逐项核对：Allin/Finaive/TaxFigure公司自报2025新增，6项范围前成立或旧业务暂范围外，FirstGlance原始成立/AI核心待核。无收入观测新增；总入口现62登记、139具名待登记，原3空锚保留。原金融10与公司帖子额外名称分列，不冒充已覆盖。",
      "complete": false,
      "records": [
        {
          "id": "TC26-FIN-ALLIN",
          "name": "Allin AI",
          "url": "https://theallin.ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "公司原始页2025关联；资本关系/融资工作流归C07，currentearlyaccess与live自述分列。市场融资额、演示公司财务、传统顾问报价不是自身ARR，合同和经常净费未知。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26FIN-ALLIN-HOME",
            "TC26FIN-ALLIN-YEAR"
          ],
          "companyId": "TC-ALLIN-AI"
        },
        {
          "id": "TC26-FIN-APARTA",
          "name": "Aparta",
          "url": "http://www.aparta.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司页自报2023，暂范围外；住房共同所有权不是软件订阅，房价/权益/债务与使用费须拆。集团编号已记录但官方API未读，AI核心及模型效果未核。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26FIN-APARTA-HOME",
            "TC26FIN-APARTA-YEAR",
            "TC26FIN-APARTA-ABOUT"
          ]
        },
        {
          "id": "TC26-FIN-CEDAR",
          "name": "CedarDB",
          "url": "https://cedardb.com",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始About明确2024spinout，暂范围外；2017研究不替公司年。数据库支持AI场景非AI核心证明，云托管/算力/授权净费分开，未执行软件或独立测试。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26FIN-CEDAR-HOME",
            "TC26FIN-CEDAR-YEAR"
          ]
        },
        {
          "id": "TC26-FIN-DODOCS",
          "name": "DoDocs Inc",
          "url": "https://dodocs.ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Techstars原始页2023，暂范围外；当前AI会计流程不同于旧文档助手。套餐明确USD但报价非ARR，消费用量、免费客户、cashback与未来附加功能分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26FIN-DODOCS-HOME",
            "TC26FIN-DODOCS-YEAR",
            "TC26FIN-DODOCS-PRICE"
          ]
        },
        {
          "id": "TC26-FIN-FINAIVE",
          "name": "Finaive",
          "url": "http://finaive.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "linked",
          "note": "公司原始页2025与AI验证/反欺诈描述关联，原站仅标题外壳。smartescrow/交易本金与平台净费分开，AI实现、合同/收入和支付主体仍缺，技术仅厂商描述。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26FIN-FINAIVE-HOME",
            "TC26FIN-FINAIVE-YEAR"
          ],
          "companyId": "TC-FINAIVE"
        },
        {
          "id": "TC26-FIN-FIRSTGLANCE",
          "name": "FirstGlance",
          "url": "https://firstglance.io",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "公司页无Founded、法律页仅主体名，2024第三方说法未获原始补证，成立和AI核心均待核。投资者drypowder/被展示公司融资、Pro软件额度不是自身ARR；/terms实际正文差异保留。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26FIN-FIRSTGLANCE-HOME",
            "TC26FIN-FIRSTGLANCE-PROFILE",
            "TC26FIN-FIRSTGLANCE-LEGAL"
          ]
        },
        {
          "id": "TC26-FIN-PRISMM",
          "name": "Prismm",
          "url": "https://getprismm.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域2021原始运营条款已证明旧业务，暂范围外但不填精确成立日；个人vault到银行继承协同不重置公司年。客户遗产/存款资产与软件净费分开，AI核心未核。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26FIN-PRISMM-HOME",
            "TC26FIN-PRISMM-TERMS",
            "TC26FIN-PRISMM-PROFILE"
          ]
        },
        {
          "id": "TC26-FIN-TABBY",
          "name": "Tabby",
          "url": "https://www.usetabby.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官方帮助页明确2024公司/2025产品发布，暂范围外，不混中东BNPL近名公司。软件记账和会计师/报税服务、客户资金流水分开，无当前收入观测。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26FIN-TABBY-HOME",
            "TC26FIN-TABBY-YEAR"
          ]
        },
        {
          "id": "TC26-FIN-TAXFIGURE",
          "name": "TaxFigure",
          "url": "https://taxfigure.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "公司原始页自报2025，条款TaxFigureLLC，专业税务软件关联；旧HighRock业务、©2024—26和精确注册分列。USD席位/credit、默认折扣计算器和已实现收入分开，不把采购阈值当ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26FIN-TAXFIGURE-HOME",
            "TC26FIN-TAXFIGURE-YEAR",
            "TC26FIN-TAXFIGURE-PRICE",
            "TC26FIN-TAXFIGURE-TERMS"
          ],
          "companyId": "TC-TAXFIGURE"
        },
        {
          "id": "TC26-FIN-ZEEH",
          "name": "Zeeh Global",
          "url": "https://usezeeh.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "2022公司主页旧原域经2025官方反链对应usezeeh，按既有品牌/业务暂范围外，不因Global重置成立。AI/openbanking信用API与贷款/客户资金、平台净费分开，新旧法人边界未知。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26FIN-ZEEH-HOME",
            "TC26FIN-ZEEH-YEAR",
            "TC26FIN-ZEEH-BRAND-LINK"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-government-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026总入口Government/legal/regulatory7具名原网址逐项核对：Legali/Tzun自报2025新增；PollSee自报2024暂范围外；Bakua/HealthAlliedLicensure/Lexsy原始成立待核；wellplaydAI核心待核。无收入观测新增，具名69登记、132待登记，空锚仍分列。",
      "complete": false,
      "records": [
        {
          "id": "TC26-GOV-BAKUA",
          "name": "Bakua AI",
          "url": "https://bakua.ai/",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "原始官网缓存有AI许可工作流描述，暂按验证/许可基础设施归C03；直达正文和成立年仍缺，不由2026参赛推成立。保险/部署流水不当软件ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26GOV-BAKUA-HOME",
            "TC26GOV-BAKUA-PERMIT"
          ]
        },
        {
          "id": "TC26-GOV-ALLIED",
          "name": "Health Allied Licensure",
          "url": "http://allied360.io",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "原始网址当前不可读、先前仅域名标题；主体/年份/AI核心均待核。C07仅依发现名称暂列，未把同域近名回收/数据销毁聚合资料当该健康执照主体。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26GOV-ALLIED-HOME"
          ]
        },
        {
          "id": "TC26-GOV-LEGALI",
          "name": "Legali AI",
          "url": "https://legali.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "公司原始主页自报2025；按法律资料/专业工作流归C07。USD订阅条款不等收入，个人/律师产品不拆公司，独立律师费用另列。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26GOV-LEGALI-HOME",
            "TC26GOV-LEGALI-YEAR",
            "TC26GOV-LEGALI-TERMS"
          ],
          "companyId": "TC-LEGALI-AI"
        },
        {
          "id": "TC26-GOV-LEXSY",
          "name": "Lexsy",
          "url": "https://www.lexsy.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "原始创始人2025文章和Bar名录证实AI辅助人工法律服务/同域LexsyPC线索，但精确成立年仍缺。软件净费与律师专业服务、旧Lawlace经营分开，未把文章发布时间当成立。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26GOV-LEXSY-HOME",
            "TC26GOV-LEXSY-FOUNDER",
            "TC26GOV-LEXSY-BAR"
          ]
        },
        {
          "id": "TC26-GOV-POLLSEE",
          "name": "Pollsee",
          "url": "https://www.itspollsee.org",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司页2024暂范围外；当前公共提案/AI政策模拟与人工分析师审核，城市数和联署不作收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26GOV-POLLSEE-HOME",
            "TC26GOV-POLLSEE-YEAR"
          ]
        },
        {
          "id": "TC26-GOV-TZUN",
          "name": "Tzun",
          "url": "https://tzun.ai/",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "原始公司页2025、1人，与官网创始人对应；按证据基础设施归C03。公开SDKREADME可读但完整实现/verifier未读，保留技术描述等级；签名与完整性定义分开，未核收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26GOV-TZUN-HOME",
            "TC26GOV-TZUN-YEAR",
            "TC26GOV-TZUN-SDK"
          ],
          "companyId": "TC-TZUN"
        },
        {
          "id": "TC26-GOV-WELLPLAYD",
          "name": "wellplayd GmbH",
          "url": "https://wellplayd.org",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "note": "公司自报2025且法律页GmbH/HRB197359对应，但当前治理流程未证AI核心，暂不进AI公司主表；折扣、行业会员和试用不当实际收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26GOV-WELLPLAYD-HOME",
            "TC26GOV-WELLPLAYD-YEAR",
            "TC26GOV-WELLPLAYD-LEGAL"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-hr-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026总入口HR/招聘5原网址均有访问记录：Your3602025关联，NTangible/Reel/SLI3范围前暂排除，AskMAE原始成立待核。当前交付重新分类，不以人才类别强定AI。无收入观测新增，具名74登记/127待登记，空锚分列。",
      "complete": false,
      "records": [
        {
          "id": "TC26-HR-ASKMAE",
          "name": "AskMAE ai LLC",
          "url": "https://askmae.ai",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "AI定制、模块和dashboard订阅为厂商描述，暂归C05企业自动化而非依竞赛强归HR；第三方2026注册线索原始SCC未读，成立待核，不混askmae.app母婴公司。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HR-ASKMAE-HOME",
            "TC26HR-ASKMAE-PRICE",
            "TC26HR-ASKMAE-REGISTRY-GAP"
          ]
        },
        {
          "id": "TC26-HR-NTANGIBLE",
          "name": "NTangible Inc.",
          "url": "https://ntangible.co",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "原始公司页现2023、旧缓存2024均范围前，暂排除但保留年份差异；运动认知评估归C07，官网仅标题、AI实现和付费净额未核。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HR-NTANGIBLE-HOME",
            "TC26HR-NTANGIBLE-YEAR"
          ]
        },
        {
          "id": "TC26-HR-REEL",
          "name": "Reel Analytics",
          "url": "https://reel-analytics.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司页2023暂范围外；比赛录像视觉评估不是通用雇员招聘。公司页.net与发现.com的业务/团队对应线索保留，精确法人未核；数据库人数不是客户/收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HR-REEL-HOME",
            "TC26HR-REEL-YEAR"
          ]
        },
        {
          "id": "TC26-HR-SLI",
          "name": "SLI.pro",
          "url": "https://sli.pro",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司原始主页2024暂范围外；12年方法不当公司年，当前Wing平台与专业咨询/机构授权净费待拆；付费合作声明无金额不年化。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HR-SLI-HOME",
            "TC26HR-SLI-YEAR"
          ]
        },
        {
          "id": "TC26-HR-YOUR360",
          "name": "Your360 AI",
          "url": "https://your360.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "公司及原始FormD发行人自报2025关联，当前按次360评估非订阅。Latka660K/year明确第三方估算未核，暂不入收入观测；证券发行/传统评估成本/顾问旧履历不继承。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HR-YOUR360-HOME",
            "TC26HR-YOUR360-YEAR",
            "TC26HR-YOUR360-TERMS",
            "TC26HR-YOUR360-PRICE",
            "TC26HR-YOUR360-SEC",
            "TC26HR-YOUR360-LATKA"
          ],
          "companyId": "TC-YOUR360"
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-logistics-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026总入口物流供应链6原网址逐项访问：Atreus创始人2025/当前字段缺失分列、Destro投资机构2025关联；Dexa/NuPort/Ridelink/SSINDEX4旧年份或业务暂范围外。没有收入观测新增；2026具名80登记/121待登记，原空锚分列。",
      "complete": false,
      "records": [
        {
          "id": "TC26-LOG-ATREUS",
          "name": "Atreus",
          "url": "https://atreusx.io/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "创始人原始缓存2025与沿革自述关联；当前正文Founded缺失保留。航空恢复软件归C07，试点/宽营收档、行业损失和前雇主研究不当自身ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26LOG-ATREUS-HOME",
            "TC26LOG-ATREUS-FOUNDER",
            "TC26LOG-ATREUS-POST"
          ],
          "companyId": "TC-ATREUS"
        },
        {
          "id": "TC26-LOG-DESTRO",
          "name": "Destro AI",
          "url": "https://www.destroai.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "投资机构原始名录2025关联，物理仓储机器人智能归C10。800万美元融资、客户250万年节省和无金额商业收入分列，不作ARR；集成服务/硬件/软件净费待核。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26LOG-DESTRO-HOME",
            "TC26LOG-DESTRO-YEAR",
            "TC26LOG-DESTRO-RELEASE"
          ],
          "companyId": "TC-DESTRO-AI"
        },
        {
          "id": "TC26-LOG-DEXA",
          "name": "Dexa",
          "url": "https://flydexa.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司原始发布2021、官网现政策DroneExpressInc(Dexa)对应，暂范围外；配送网络与飞行器制造非纯软件订阅，认证不证明营收。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26LOG-DEXA-HOME",
            "TC26LOG-DEXA-PRIVACY",
            "TC26LOG-DEXA-YEAR"
          ]
        },
        {
          "id": "TC26-LOG-NUPORT",
          "name": "NuPort Inc",
          "url": "https://www.nuport.ai",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司原始页2019暂范围外，现自主改装与软件业务归C10；不混nuport.io近名公司。累计营收/融资比较和政府资助不当当前软件ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26LOG-NUPORT-HOME",
            "TC26LOG-NUPORT-YEAR"
          ]
        },
        {
          "id": "TC26-LOG-RIDELINK",
          "name": "Ridelink Inc",
          "url": "https://ride-link.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司页2021暂范围外；媒体旧业务2017不据此强改精确注册，运营/美国主体沿革待核。货运/融资/税费与AI软件净费分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26LOG-RIDELINK-HOME",
            "TC26LOG-RIDELINK-YEAR"
          ]
        },
        {
          "id": "TC26-LOG-SSINDEX",
          "name": "SSINDEX | Stakeholders Sustainability Index",
          "url": "http://www.ssindex.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始官网2024年度业务摘要及公司页连续7年认证线索表明旧业务，暂范围外而非精确成立年。网页工具失败/普通HTTP正文可读分列；自助SaaS与人工评估/认证分开，AI核心和净收入待核。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26LOG-SSINDEX-HOME",
            "TC26LOG-SSINDEX-OLD-BUSINESS"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-proptech-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026总入口房地产6原网址逐项访问：VitroBOT自报2025新增；Propra/Titl/Watad3旧成立暂范围外；Blueprints自述2024/2025冲突及Ziffy缺成立2待核。Blueprints另与既有TC26-P56-04发现记录相连，不新增主公司；无收入新增。具名86登记/115待登记，空锚分列。",
      "complete": false,
      "records": [
        {
          "id": "TC26-PROP-BLUEPRINTS",
          "name": "Blueprints AI",
          "url": "https://www.blueprints-ai.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "复核既有TC26-P56-04发现候选，另登记总入口原网址而不新增主公司。当前官网2024/公司主页缓存2025/Latka2022分列，成立待核；定金、套餐、credits、佣金与估算年收入不作已核ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26PROP-BLUEPRINTS-HOME",
            "BLUEPRINTS-PROFILE-ACCESS",
            "TC26PROP-BLUEPRINTS-TERMS",
            "TC26PROP-BLUEPRINTS-PRICE",
            "TC26PROP-BLUEPRINTS-LATKA"
          ]
        },
        {
          "id": "TC26-PROP-PROPRA",
          "name": "Propra Technologies Inc.",
          "url": "https://propra.tech/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司自报2021暂范围外；AI辅助会计/物业软件与租金、客户处理付款和物业服务费分开，付款流水不当软件ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26PROP-PROPRA-HOME",
            "TC26PROP-PROPRA-YEAR"
          ]
        },
        {
          "id": "TC26-PROP-TITL",
          "name": "Titl",
          "url": "http://www.titl.co",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司页2021暂范围外；当前土地记录AI审查不将地产交易、融资、保险费和创始人旧律所收入当自身ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26PROP-TITL-HOME",
            "TC26PROP-TITL-YEAR"
          ]
        },
        {
          "id": "TC26-PROP-VITRO",
          "name": "Vitrobot",
          "url": "https://vitrobot.site/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "公司页自报2025关联；清洁合作平台月租与自建AI检测开发分开，原公司页检测优先与现官网顺序不同，13/9类缺陷和试点意向不当已验收能力/收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26PROP-VITRO-HOME",
            "TC26PROP-VITRO-YEAR",
            "TC26PROP-VITRO-ABOUT"
          ],
          "companyId": "TC-VITROBOT"
        },
        {
          "id": "TC26-PROP-WATAD",
          "name": "Watad",
          "url": "https://www.watad.vip/en/aridos",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司页2023暂范围外，AridOS2026发布不重置旧采购/融资业务。材料交易、融资余额和平台净服务费/订阅分开，AI早期访问与旧业务live不混。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26PROP-WATAD-HOME",
            "TC26PROP-WATAD-YEAR"
          ]
        },
        {
          "id": "TC26-PROP-ZIFFY",
          "name": "Ziffy.ai",
          "url": "https://ziffy.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "原始公司页无Founded，当前AI地产分析与经纪/按揭服务沿革待核；房价/租金/贷款、佣金净费和软件收入分开，不把示例现金流当自身MRR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26PROP-ZIFFY-HOME",
            "TC26PROP-ZIFFY-YEAR-GAP"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-marketing-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026总入口营销广告8原网址逐项访问：LOOQ日本主体自报2026新增；Floqer/Prodisphere/Snoika/Intuition4旧成立/业务暂范围外；Connexa/Honeyjar/onSpark3成立或沿革待核。Floqer/Honey复核既有文章发现、不新增重复公司，无收入观测新增。具名94登记/107待登记，空锚分列。",
      "complete": false,
      "records": [
        {
          "id": "TC26-MKT-CONNEXA",
          "name": "Connexa",
          "url": "https://getconnexa.app/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "www官网及政策有AI联系人管理/HarborInternationalCorp线索，成立年未证；按个人关系管理暂C09而非强归广告，版权/政策年不替成立。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MKT-CONNEXA-HOME",
            "TC26MKT-CONNEXA-ENTITY"
          ]
        },
        {
          "id": "TC26-MKT-FLOQER",
          "name": "Floqer",
          "url": "https://www.floqer.com/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "复核既有TC26-P56-02范围外发现，复用原始公司页2024证据；当前CRM补全/Agent不重置成立，客户记录/AUM/融资与软件ARR分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MKT-FLOQER-HOME",
            "FLOQER-YEAR"
          ]
        },
        {
          "id": "TC26-MKT-HONEY",
          "name": "Honeyjar",
          "url": "https://honeyjar.ai",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "复核既有TC26-P56-03，当前主页2025/旧转载2024沿革仍缺；官网earlyaccess与人工服务包分列，一次性服务附12个月不自动续订席位不当ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MKT-HONEY-HOME",
            "TC26MKT-HONEY-YEAR",
            "HONEY-PACKAGE",
            "HONEY-PACKAGE-TERMS"
          ]
        },
        {
          "id": "TC26-MKT-LOOQ",
          "name": "LOOQ",
          "url": "http://looq.icu",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "官网及创始人访谈自报日本主体2026，原始注册查询缺项保留。当前测量报告/试点与旧移动广告、设备/人工费分开；不把2025测试当成立或试点意向当ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MKT-LOOQ-HOME",
            "TC26MKT-LOOQ-INTERVIEW",
            "TC26MKT-LOOQ-REGISTRY-GAP"
          ],
          "companyId": "TC-LOOQ-JAPAN"
        },
        {
          "id": "TC26-MKT-ONSPARK",
          "name": "onSpark",
          "url": "http://www.onspark.com",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "产品/条款DealRoomGroupInc与KyleKane对应，原始成立仍缺。订阅+人工托管+15%成果费分开；官网保证与通用条款差异按实际合同待核，不继承创始人20亿客户合作收益/旧公司荣誉。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MKT-ONSPARK-HOME",
            "TC26MKT-ONSPARK-TERMS",
            "TC26MKT-ONSPARK-RELEASE"
          ]
        },
        {
          "id": "TC26-MKT-PRODI",
          "name": "Prodisphere",
          "url": "https://www.prodisphere.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "原始公司署名2024产品文章缓存说明旧项目/业务，暂范围外，精确注册待核；当前官网仅标题。运动员估值/赞助和NIL支付不作软件ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MKT-PRODI-HOME",
            "TC26MKT-PRODI-PROFILE",
            "TC26MKT-PRODI-OLD"
          ]
        },
        {
          "id": "TC26-MKT-SNOIKA",
          "name": "Snoika OÜ",
          "url": "https://snoika.com",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司页2024暂范围外；营销订阅与人工内容/推广执行净费待拆，客户新增用户/流量、前创业退出收入不当自身ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MKT-SNOIKA-HOME",
            "TC26MKT-SNOIKA-YEAR"
          ]
        },
        {
          "id": "TC26-MKT-INTUITION",
          "name": "Viralizer – Intuition Intelligence",
          "url": "https://intuitionintelligence.com/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始F6S公司缓存自报2013暂范围外，直达403保留；Viralizer产品新发布不重置公司年，前Micron800M/潜在创作者/客户广告ROI不作自身收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MKT-INTUITION-HOME",
            "TC26MKT-INTUITION-YEAR"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-retail-media-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026总入口电商零售4项及娱乐媒体4项原网址逐项核对：5旧成立/项目暂范围外，Veritas/Maka/PressClub3成立及主体/AI作用待核。无新增主公司/收入观测；具名102登记/99待登记，空锚分列。",
      "complete": false,
      "records": [
        {
          "id": "TC26-RM-CREASE",
          "name": "Crease Beast",
          "url": "https://www.creasebeast.com",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司页自报2021暂范围外，当前鞋类配件/服饰无AI核心证据，实物销售/商品评价不能归软件MRR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26RM-CREASE-HOME",
            "TC26RM-CREASE-YEAR"
          ]
        },
        {
          "id": "TC26-RM-SIMPLICITY",
          "name": "SimplicityDX",
          "url": "https://www.simplicitydx.com/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "创始人原始简介自报2021暂范围外；新AI店面/代理可读内容不重置年，商家广告和销售不是平台软件ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26RM-SIMPLICITY-HOME",
            "TC26RM-SIMPLICITY-YEAR"
          ]
        },
        {
          "id": "TC26-RM-VERITAS",
          "name": "Veritas",
          "url": "https://getveritas.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "原始主页无Founded、当前芯片身份追溯的AI核心也待证，暂C07专业验真；不由2026参赛或同名公司推年，芯片/凭证/软件收费分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26RM-VERITAS-HOME",
            "TC26RM-VERITAS-PROFILE"
          ]
        },
        {
          "id": "TC26-RM-WEAR",
          "name": "Wear It AI, Inc.",
          "url": "https://business.wearit.ai/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "创始人2024主办方展示已有AI时尚业务，暂范围外而非精确注册年；直达外壳/原域搜索缓存可读分列，创作者佣金不当平台净费。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26RM-WEAR-HOME",
            "TC26RM-WEAR-OLD",
            "TC26RM-WEAR-PROFILE"
          ]
        },
        {
          "id": "TC26-RM-EDIT",
          "name": "Edit on the Spot",
          "url": "https://www.editonthespot.com/",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "2021原域政策与创业资料缓存说明旧业务暂范围外；现美国/旧澳洲主体待核，不因新实时剪辑/加速器重置成立。现场制作和软件处理费分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26RM-EDIT-HOME",
            "TC26RM-EDIT-OLD-TERMS",
            "TC26RM-EDIT-YEAR"
          ]
        },
        {
          "id": "TC26-RM-MAKA",
          "name": "Maka Kids",
          "url": "http://www.makakids.com",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "原始公司页无Founded，投资机构称MakaMedia/同域与responsibleAI，但公司成立/旧项目/AI作用仍待核，不搬聚合近名2022年和旧融资；内容订阅非必然AI软件ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26RM-MAKA-HOME",
            "TC26RM-MAKA-PROFILE",
            "TC26RM-MAKA-INVESTOR"
          ]
        },
        {
          "id": "TC26-RM-PRESS",
          "name": "Press Club",
          "url": "https://pressclub.app",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "原域跳转与条款BrightArrivalInc对应，项目启动有原始记录但精确成立/沿革待核。当前AI辅助+人工公关按篇成功费/代付新闻线分开，首20美元单笔不年化。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26RM-PRESS-HOME",
            "TC26RM-PRESS-TERMS",
            "TC26RM-PRESS-FOUNDER"
          ]
        },
        {
          "id": "TC26-RM-SOUNDCHECK",
          "name": "Soundcheck Live",
          "url": "https://soundchecklive.io/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网所链公司页2024暂范围外；当前MCP/AgentID辅助活动草拟为厂商描述。定价外壳未核，活动/人员酬劳流水与软件收入分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26RM-SOUNDCHECK-HOME",
            "TC26RM-SOUNDCHECK-YEAR"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-city-social-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026智慧城市基础设施5及社会影响2原网址逐项核对：5旧成立暂范围外，ArdookData/CommissaryClub2成立及主体沿革待核。无新增主公司/收入；具名109登记/92待登记，空锚分列。",
      "complete": false,
      "records": [
        {
          "id": "TC26-CS-ARDOOK",
          "name": "Ardook Data",
          "url": "https://data.ardook.com",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "数据采集/授权暂C02；与旧洗衣社会企业同创始人/域名，但独立数据业务成立及主体待核，旧洗衣收入/参与者收入不作新AI软件ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CS-ARDOOK-HOME",
            "TC26CS-ARDOOK-FOUNDER"
          ]
        },
        {
          "id": "TC26-CS-COMMISSARY",
          "name": "Commissary Club",
          "url": "https://Commissary.Club",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "当前自报2025与2021同名同创始人/2016母体发行材料并列，当前AI产品是否独立新公司待核；暂C07行政申请工作流，不继承旧招聘ARR或募资。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CS-COMMISSARY-HOME",
            "TC26CS-COMMISSARY-PROFILE",
            "TC26CS-COMMISSARY-ISSUER"
          ]
        },
        {
          "id": "TC26-CS-CONE",
          "name": "ConeLabs",
          "url": "https://conelabs.ai/contact/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司自报2023暂范围外；工程师审核的AI结构检测归C07，2026收购不重置成立，现场工程与软件净费分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CS-CONE-HOME",
            "TC26CS-CONE-YEAR"
          ]
        },
        {
          "id": "TC26-CS-FLOX",
          "name": "Flox Intelligence",
          "url": "https://floxintelligence.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始创始故事2020衍生暂范围外，C10边缘AI与动物行为设备；当前美国总部/新产品不重置年，未核软件独立收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CS-FLOX-HOME",
            "TC26CS-FLOX-YEAR"
          ]
        },
        {
          "id": "TC26-CS-INTERLINKED",
          "name": "Interlinked",
          "url": "https://interlynked.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同域公司页2024暂范围外，C07灾害响应专业软件，原域无正文与公司可读资料分列；公共预算/避免损失不作收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CS-INTERLINKED-HOME",
            "TC26CS-INTERLINKED-YEAR"
          ]
        },
        {
          "id": "TC26-CS-MOSQ",
          "name": "Mosqitter Inc",
          "url": "https://mosqitter.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "2018创业故事及2021美国自报档案均范围前，C10设备/AI监测；累计140万美元不当ARR，商会档案为自提交不冒称独立财务核验。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CS-MOSQ-HOME",
            "TC26CS-MOSQ-STORY",
            "TC26CS-MOSQ-PROFILE"
          ]
        },
        {
          "id": "TC26-CS-SNOW",
          "name": "Snowbotix",
          "url": "https://snowbotix.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司页2022暂范围外，当前RoboWorkX运营平台归C10；RaaS硬件/软件/人工监督与一次性接入分开，无实际收入金额，不把整包月费当纯软件ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CS-SNOW-HOME",
            "TC26CS-SNOW-YEAR",
            "TC26CS-SNOW-MODEL"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-edtech-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026教育8原网址逐项核对：Efiwe2025/YNova2026自报关联主公司；BuddyPro2024、MuseCool2017、ROYO2024、WeGlobal2023暂范围外，ScrollEd/VideoPro2待成立及主体。具名117登记/84待登记。",
      "complete": false,
      "records": [
        {
          "id": "TC26-ED-BUDDY",
          "name": "BuddyPro",
          "url": "https://buddypro.ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司2024暂范围外；专家白标分身暂C07，帮助客户赚取的订阅收入不是平台自己的ARR，不混瑞典同名软件。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ED-BUDDY-HOME",
            "TC26ED-BUDDY-YEAR"
          ]
        },
        {
          "id": "TC26-ED-EFIWE",
          "name": "Efiwe AI Nigeria Limited",
          "url": "https://efiwe.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "公司自报2025关联主表，C07教育而非代码生产工具；尼日利亚/印度主体为官网自述未独立登记，免费学员、内购/证书与经常软件费分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ED-EFIWE-HOME",
            "TC26ED-EFIWE-ENTITY",
            "TC26ED-EFIWE-YEAR",
            "TC26ED-EFIWE-MODEL"
          ],
          "companyId": "TC-EFIWE"
        },
        {
          "id": "TC26-ED-MUSE",
          "name": "MuseCool",
          "url": "http://musecool.com/the-muse",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "创始人自述2017旧教学事业暂范围外；新AI教学助手不重置成立，教师课费/家长订阅净费分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ED-MUSE-HOME",
            "TC26ED-MUSE-YEAR"
          ]
        },
        {
          "id": "TC26-ED-ROYO",
          "name": "ROYO",
          "url": "https://www.royo.ai/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "创始人讲者简介2024暂范围外；条款2025生效不重置成立，赠款/学校预算不作软件ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ED-ROYO-HOME",
            "TC26ED-ROYO-TERMS",
            "TC26ED-ROYO-YEAR"
          ]
        },
        {
          "id": "TC26-ED-SCROLL",
          "name": "ScrollEd",
          "url": "https://scrolled.org",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "Filarion发布/当前官网等候名单可读，原始成立/主体和AI实现仍缺；暂C07教育内容平台，不从2026政策/竞赛推年。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ED-SCROLL-HOME",
            "TC26ED-SCROLL-ENTITY"
          ]
        },
        {
          "id": "TC26-ED-VIDEO",
          "name": "Video Pro Learning",
          "url": "https://videoprolearning.io/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "旧域跳当前域且同Clement团队，但2018教学想法/四年经历不替精确成立；VPLInc成立待核，旧学生创视频与新AI诊断交付分列。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ED-VIDEO-HOME",
            "TC26ED-VIDEO-ENTITY",
            "TC26ED-VIDEO-FOUNDER"
          ]
        },
        {
          "id": "TC26-ED-WEGLOBAL",
          "name": "WeGlobal",
          "url": "https://weglobal.ai/en/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同域原始公司自报2023暂范围外，C07职业/升学辅导；原域外壳与公司缓存分列，不混同名日本/印度企业。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ED-WEGLOBAL-HOME",
            "TC26ED-WEGLOBAL-YEAR"
          ]
        },
        {
          "id": "TC26-ED-YNOVA",
          "name": "YNova.ai",
          "url": "http://ynova.ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "技术联合创始人自述2026创办，关联主表C07语言教育，NZ主体未独立登记；早期学校付费试点无金额/续订，不当ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ED-YNOVA-HOME",
            "TC26ED-YNOVA-YEAR",
            "TC26ED-YNOVA-INVESTOR",
            "TC26ED-YNOVA-PRICE",
            "TC26ED-YNOVA-UNIVERSITY"
          ],
          "companyId": "TC-YNOVA"
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-consumer-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026消费11原网址逐项核对：Chaos2019/Richualist2022/Tingit2023/Yopi2020暂范围外，7成立/主体及部分AI核心待核。无新增主公司/收入观测；具名128登记/73待登记。",
      "complete": false,
      "records": [
        {
          "id": "TC26-CON-BIUTY",
          "name": "Biuty.ai (BelleTech, Inc.)",
          "url": "https://biuty.ai/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "AI皮肤日记/推荐与诊所CRM，BelleTech成立及沿革待核；公司无Founded，不能用参赛或上架推年，产品销售/诊疗与软件净费分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CON-BIUTY-1",
            "TC26CON-BIUTY-2"
          ]
        },
        {
          "id": "TC26-CON-CHAOS",
          "name": "Chaos Audio LLC",
          "url": "https://chaosaudio.com/",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司自报2019暂范围外；AI音效生成软件与踏板/放大器硬件分列，新AI功能不重置公司年。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CON-CHAOS-1",
            "TC26CON-CHAOS-2"
          ]
        },
        {
          "id": "TC26-CON-HIYD",
          "name": "Hiyd AI",
          "url": "https://hiyd.ai",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "公司精确成立未核，当前原始页无Founded；贴表传感器/AIApp与预购交付时间分列，无月费不当订阅ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CON-HIYD-1",
            "TC26CON-HIYD-2"
          ]
        },
        {
          "id": "TC26-CON-HOTLINE",
          "name": "Hot Girl Hotline",
          "url": "https://hotgirlhotline.ai/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "Baila/Sumi团队与ShaysReflectionsInc条款对应，但原始成立年缺；AI生活建议归C09，不以2026条款/媒体发布日期推年。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CON-HOTLINE-1",
            "TC26CON-HOTLINE-2",
            "TC26CON-HOTLINE-3"
          ]
        },
        {
          "id": "TC26-CON-OHLA",
          "name": "OHLA LLC",
          "url": "https://ohlamix.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "光/触觉音频控制原型暂C10，成立与AI核心仍待证；FFT信号处理或AI接口应用场景不自动证明AI主营。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CON-OHLA-1",
            "TC26CON-OHLA-2"
          ]
        },
        {
          "id": "TC26-CON-PROLO",
          "name": "Prolo Inc.",
          "url": "https://www.proloring.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "原www工具不可读、根域当前可读，CGTechnologyCorp条款与Prolo品牌/Inc名单主体沿革待核；AI控制入口与戒指硬件费分列。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CON-PROLO-1",
            "TC26CON-PROLO-2",
            "TC26CON-PROLO-3"
          ]
        },
        {
          "id": "TC26-CON-RICH",
          "name": "Richualist",
          "url": "https://richualist.com/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司自报2022暂范围外，热护发器/耗材的AI核心尚缺，不能由2026名单直接认定AI软件企业。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CON-RICH-1",
            "TC26CON-RICH-2"
          ]
        },
        {
          "id": "TC26-CON-SWIPPITT",
          "name": "Swippitt",
          "url": "https://www.swippitt.net/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "换电Hub/手机壳系统，原始公司精确成立及AI主营缺；CES2025首次展示非成立年，等候名单/媒体曝光不作收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CON-SWIPPITT-1",
            "TC26CON-SWIPPITT-2"
          ]
        },
        {
          "id": "TC26-CON-TINGIT",
          "name": "Tingit",
          "url": "https://tingit.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同域公司2023暂范围外，AI维修评估/撮合暂C07；维修服务/物流交易流水与平台软件或撮合净费分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CON-TINGIT-1",
            "TC26CON-TINGIT-2"
          ]
        },
        {
          "id": "TC26-CON-TRESS",
          "name": "Tressfecta",
          "url": "http://www.tressfecta.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "原域工具不可读，Aisata原始帖子证明硬件品牌及参赛；精确成立、当前AI作用/原型与量产均待核，不继承旧个人编发服务收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CON-TRESS-1",
            "TC26CON-TRESS-2"
          ]
        },
        {
          "id": "TC26-CON-YOPI",
          "name": "Yopi SAS",
          "url": "https://yomy.care/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网自述公司2020起暂范围外；YOPISAS现Yomy品牌，设备/猫粮/订阅耗材与免费App分开，2026产品不重置成立。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26CON-YOPI-1",
            "TC26CON-YOPI-2",
            "TC26CON-YOPI-3"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-energy-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026能源清洁技术11原网址逐项核对：9旧年/衍生公司暂范围外，Danu/LNK2025但AI核心待核，无新增主公司/收入。具名139登记/62待登记。",
      "complete": false,
      "records": [
        {
          "id": "TC26-ENE-ADDEN",
          "name": "Adden Energy",
          "url": "http://AddenEnergy.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司自报2021暂范围外，固态电池供应/授权不自动AI主营；为AI设备供电与自身AI核心分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENE-ADDEN-1",
            "TC26ENE-ADDEN-2"
          ]
        },
        {
          "id": "TC26-ENE-CHARGE",
          "name": "ChargeMate",
          "url": "https://www.chargemate.ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司自报2024暂范围外，AI充电客服/运营归C07；找回客户充电收入与自身软件费分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENE-CHARGE-1",
            "TC26ENE-CHARGE-2"
          ]
        },
        {
          "id": "TC26-ENE-CLIMA",
          "name": "Climasel Ltd.",
          "url": "https://climasel.info/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "原始公司2019暂范围外，相变材料板供货/安装及AI核心缺项分开，不由2026加速项目重置年。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENE-CLIMA-1",
            "TC26ENE-CLIMA-2"
          ]
        },
        {
          "id": "TC26-ENE-CUBE",
          "name": "CubeNexus",
          "url": "https://www.cubenexus.xyz",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同域公司2024暂范围外；空间/时间序列数据软件暂C02，原域访问失败与原始公司缓存分列。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENE-CUBE-1",
            "TC26ENE-CUBE-2"
          ]
        },
        {
          "id": "TC26-ENE-DANU",
          "name": "Danu Water",
          "url": "https://www.danuwater.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "note": "官网2025及英国登记2025-01-13/双创始人对应；自适应电膜水处理明确，但AI核心未见原始证明，暂候选不入AI主表。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENE-DANU-1",
            "TC26ENE-DANU-2",
            "TC26ENE-DANU-3",
            "TC26ENE-DANU-4"
          ]
        },
        {
          "id": "TC26-ENE-GINNO",
          "name": "GinnoLab",
          "url": "https://www.ginnolab.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网明确2021及韩国主体暂范围外，石墨烯/纳米陶瓷涂层与AI业务分开，材料PoC不作SaaS。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENE-GINNO-1"
          ]
        },
        {
          "id": "TC26-ENE-HELIX",
          "name": "Helix Carbon",
          "url": "https://helixcarbon.co/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "MIT原始衍生目录Year2024暂范围外，与2022研究项目分列；不混德国1990螺旋桨HelixCarbonGmbH。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENE-HELIX-1",
            "TC26ENE-HELIX-2"
          ]
        },
        {
          "id": "TC26-ENE-LICUBE",
          "name": "Licube, Inc.",
          "url": "https://licube3.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同域公司2024暂范围外，电渗析高纯锂试产；大学研究和材料样品不是AI软件或已实现ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENE-LICUBE-1",
            "TC26ENE-LICUBE-2"
          ]
        },
        {
          "id": "TC26-ENE-LNK",
          "name": "LNK Energies",
          "url": "https://lnkenergies.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "note": "Greentown原始名录2025成立，同域/CEO对应；LOHC释氢动力装置明确、AI主营缺，暂候选不入主表。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENE-LNK-1",
            "TC26ENE-LNK-2"
          ]
        },
        {
          "id": "TC26-ENE-NOBLE",
          "name": "Noble Carbon",
          "url": "https://noblecarbon.io",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司2023暂范围外；智能断路器/能耗监控与独立软件收入分列，不把碳/电力交易或省电当ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENE-NOBLE-1",
            "TC26ENE-NOBLE-2"
          ]
        },
        {
          "id": "TC26-ENE-PETRA",
          "name": "Petra Power",
          "url": "https://www.PetraPower.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司2017暂范围外；固体氧化物发电面向数据中心不自动AI企业，不混其他国家2025同名太阳能公司。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26ENE-PETRA-1",
            "TC26ENE-PETRA-2"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-space-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026航天防务11原网址逐项核对：Symphony/xOrbita自报2025关联，7旧年/项目暂范围外，PublicAccess/SpaceTime2成立主体待核，无新增收入。具名150登记/51待登记。",
      "complete": false,
      "records": [
        {
          "id": "TC26-SPACE-ITSWARE",
          "name": "ItsWare Inc",
          "url": "https://itsware.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司2023暂范围外，工厂追溯/合规数据暂C07；RFID/机柜与软件费拆分，客户省工不当ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26SPACE-ITSWARE-1",
            "TC26SPACE-ITSWARE-2"
          ]
        },
        {
          "id": "TC26-SPACE-LOLA",
          "name": "Lola Vision Systems",
          "url": "https://lolavisionsystems.com/",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司自报2023暂范围外，C02边缘推理SDK/规划芯片；当前现成硬件SDK与2027量产目标分列。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26SPACE-LOLA-1",
            "TC26SPACE-LOLA-2"
          ]
        },
        {
          "id": "TC26-SPACE-LONGSHOT",
          "name": "Longshot Space",
          "url": "http://www.longshotspace.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司自报2020暂范围外，地面加速发射/高超音速测试基础设施归C10；设备/测试服务非软件ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26SPACE-LONGSHOT-1",
            "TC26SPACE-LONGSHOT-2"
          ]
        },
        {
          "id": "TC26-SPACE-MODAL",
          "name": "Modal Motors, Inc.",
          "url": "https://www.ModalMotors.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司2024暂范围外，电机/发电机制造暂C10；前OEM研发5000万美元不是本公司营收。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26SPACE-MODAL-1",
            "TC26SPACE-MODAL-2"
          ]
        },
        {
          "id": "TC26-SPACE-PUBLIC",
          "name": "Public Access LLC",
          "url": "http://pubacs.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "原域工具不可读，同域公司/创始人旧空中交通与当前航材制造沿革待核；无原始成立年，不按二手2025推定。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26SPACE-PUBLIC-1",
            "TC26SPACE-PUBLIC-2",
            "TC26SPACE-PUBLIC-3"
          ]
        },
        {
          "id": "TC26-SPACE-ROCKET",
          "name": "Rocket Fast Drones",
          "url": "https://rocketfastdrones.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "原始公司2020暂范围外，OuterLoopEngineeringPtyLtd品牌/VTOL物流硬件；飞控自动化不直接证明AI主营。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26SPACE-ROCKET-1",
            "TC26SPACE-ROCKET-2"
          ]
        },
        {
          "id": "TC26-SPACE-SATENLIGHT",
          "name": "SatEnlight",
          "url": "http://www.satenlight.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "原始大学2024已项目投资/旧业务暂范围外，不称精确注册；光学/OAM通信不是自动AI，根域与www访问分列。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26SPACE-SATENLIGHT-1",
            "TC26SPACE-SATENLIGHT-2",
            "TC26SPACE-SATENLIGHT-3"
          ]
        },
        {
          "id": "TC26-SPACE-SATLYT",
          "name": "Satlyt",
          "url": "https://satlyt.ai",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司2024暂范围外，卫星软件/在轨计算暂C02；50未来部署、合作Logo与旧雇主履历不当实际ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26SPACE-SATLYT-1",
            "TC26SPACE-SATLYT-2"
          ]
        },
        {
          "id": "TC26-SPACE-SPACETIME",
          "name": "Spacetime Industries",
          "url": "https://www.spacetime-industries.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "SpaceTimeSocialInc dbaSpaceTimeIndustries，成立及旧品牌沿革缺；当前软件/人工审批与测试/规划机器人配置分列，托管服务不全算SaaS。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26SPACE-SPACETIME-1",
            "TC26SPACE-SPACETIME-2"
          ]
        },
        {
          "id": "TC26-SPACE-SYMPHONY",
          "name": "Symphony Space Inc",
          "url": "https://www.symphony-space.com",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "同域公司2025自报，当前轨道模块托管/规划可升级AI计算基础设施暂C02；任务尚未飞，不把硬件托管自动当软件ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26SPACE-SYMPHONY-1",
            "TC26SPACE-SYMPHONY-2",
            "TC26SPACE-SYMPHONY-3"
          ],
          "companyId": "TC-SYMPHONY-SPACE"
        },
        {
          "id": "TC26-SPACE-XORBITA",
          "name": "xOrbita Inc.",
          "url": "https://xorbita.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "linked",
          "note": "公司自报2025，AI卫星避碰/自主决策暂C07；旧碎片感知星座与当前导航/操作授权方向分列，真实任务/价格/收入待核。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26SPACE-XORBITA-1",
            "TC26SPACE-XORBITA-2",
            "TC26SPACE-XORBITA-3"
          ],
          "companyId": "TC-XORBITA"
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-manufacturing-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026制造工业12原网址逐项核对：新增Niobia自报2025，8旧年/项目暂范围外，Ortex/STRUCMEDICA2主体年份待核，Planck2025但AI功能研发中。具名162登记/39待登记，无新增收入。",
      "complete": false,
      "records": [
        {
          "id": "TC26-MF-AIRS",
          "name": "Airs ML",
          "url": "https://airsml.co.uk/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司2023暂范围外，工业传感/边缘AI监控暂C10，硬件和持续软件费分列。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MF-AIRS-1",
            "TC26MF-AIRS-2"
          ]
        },
        {
          "id": "TC26-MF-ARGOS",
          "name": "ArgosVision",
          "url": "https://argosvision.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司2020暂范围外，机器人全景3D传感器/软件，不混其他国家argosvs公司。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MF-ARGOS-1",
            "TC26MF-ARGOS-2"
          ]
        },
        {
          "id": "TC26-MF-BIOROOM",
          "name": "Bioroom Mycelium Materials",
          "url": "https://www.bioroom.kr/?t=1779868572",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始站内文章自报2024暂范围外，菌丝包装材料不自动AI主营；年度采购LOI非ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MF-BIOROOM-1",
            "TC26MF-BIOROOM-2"
          ]
        },
        {
          "id": "TC26-MF-CIT",
          "name": "CIT Co., Ltd.",
          "url": "http://www.globalcit.co.kr",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始官网新闻2023成立暂范围外，ASE铜镀层/材料供应，不混其他CIT公司；用于AI芯片不等AI企业。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MF-CIT-1",
            "TC26MF-CIT-2"
          ]
        },
        {
          "id": "TC26-MF-DANUROBOT",
          "name": "Danu Robotics Ltd",
          "url": "https://www.danurobotics.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始Converge机构2020与公司2024开发/2025初交付分列，旧公司暂范围外，不混DanuWater2025。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MF-DANUROBOT-1",
            "TC26MF-DANUROBOT-2"
          ]
        },
        {
          "id": "TC26-MF-INDNEXT",
          "name": "IndustrialNext",
          "url": "https://industrialnext.ai/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司2021/YCW22暂范围外，AI机器人工位/制造模型归C10，生产线交付与软件净费分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MF-INDNEXT-1",
            "TC26MF-INDNEXT-2"
          ]
        },
        {
          "id": "TC26-MF-MUI",
          "name": "MUI Robotics Co. Ltd.",
          "url": "https://www.mui-robotics.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "复核2025已有MUI候选，2024原域新闻已证明旧业务暂范围外；当前新域/新加坡总部不重置公司年，不新增主公司。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MF-MUI-1",
            "TC26MF-MUI-2"
          ]
        },
        {
          "id": "TC26-MF-NEXTERITY",
          "name": "Nexterity, Inc.",
          "url": "https://nexterity.tech",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "同域原始公司2024暂范围外，人工远控管线螺栓机器人暂C10，自动化不直接证明AI核心。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MF-NEXTERITY-1",
            "TC26MF-NEXTERITY-2"
          ]
        },
        {
          "id": "TC26-MF-NIOBIA",
          "name": "Niobia AI",
          "url": "https://niobia.ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "公司自报2025，BatLabs改名Niobia同业务沿革；制造/材料失效分析专业AI归C07，独立登记/效果和收入缺。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MF-NIOBIA-1",
            "TC26MF-NIOBIA-2",
            "TC26MF-NIOBIA-3",
            "TC26MF-NIOBIA-4",
            "TC26MF-NIOBIA-5"
          ],
          "companyId": "TC-NIOBIA"
        },
        {
          "id": "TC26-MF-ORTEX",
          "name": "Ortex",
          "url": "https://www.owangasolar.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "原名单名Ortex链接却为Owanga储能官网，别名/主体对应与精确成立待核，不据近名金融Ortex或旧Owanga年推新公司。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MF-ORTEX-1",
            "TC26MF-ORTEX-2"
          ]
        },
        {
          "id": "TC26-MF-PLANCK",
          "name": "Planck Lab Inc.",
          "url": "https://www.planck.co.kr",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "note": "官网自报2025-07-01创办，当前DLP无掩模光刻设备；公司明确三项AI功能在开发中，暂AI核心待核不入AI主表。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MF-PLANCK-1",
            "TC26MF-PLANCK-2",
            "TC26MF-PLANCK-3"
          ]
        },
        {
          "id": "TC26-MF-STRUC",
          "name": "STRUCMEDICA",
          "url": "https://www.strucmedica.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "混凝土无损测量/AI耐久预测归C07，原始公司无Founded，法国主体/研究转公司精确成立未核。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26MF-STRUC-1",
            "TC26MF-STRUC-2"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-biotech-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026生物制药17原网址逐项核对：12旧年/原业务暂范围外，Apertum/BRAIV/Nanotrace/OrganNexus4主体成立待核，SitSense2025但AI核心待证。无新增主公司/收入；具名179登记/22待登记。",
      "complete": false,
      "records": [
        {
          "id": "TC26-BIO-ALITHEA",
          "name": "Alithea Biotechnology",
          "url": "https://alithea-bio.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司2019暂范围外，AI免疫肽组/数据库与质谱实验服务分列，不混AlitheaGenomics。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-ALITHEA-1",
            "TC26BIO-ALITHEA-2"
          ]
        },
        {
          "id": "TC26-BIO-APERTUM",
          "name": "Apertum Neuroscience",
          "url": "https://apertumneuro.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "ApertumNeuroInc/Actipulse反链与旧项目沿革待核，当前原始公司无Founded；非侵入递送装置的AI核心也未见证明。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-APERTUM-1",
            "TC26BIO-APERTUM-2",
            "TC26BIO-APERTUM-3"
          ]
        },
        {
          "id": "TC26-BIO-BIOTRILLION",
          "name": "BioTrillion",
          "url": "https://www.biotrillion.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司自报2020暂范围外，手机视觉生物标记SDK/远程监测归C07；医疗市场规模不作软件收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-BIOTRILLION-1",
            "TC26BIO-BIOTRILLION-2"
          ]
        },
        {
          "id": "TC26-BIO-BRAIV",
          "name": "BRAIV",
          "url": "https://braiv.tech/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "pending-year",
          "note": "原域无正文/原始团队缓存与创始人2025问答对应，但精确成立缺；不混braiv.co视频配音企业或其估算收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-BRAIV-1",
            "TC26BIO-BRAIV-2",
            "TC26BIO-BRAIV-3"
          ]
        },
        {
          "id": "TC26-BIO-CHEMT",
          "name": "ChemT Biotechnology",
          "url": "https://www.chemtbio.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司2024暂范围外，AI设计小分子/虚拟细胞优化生物制造；湿实验/化合物/工艺授权与软件费分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-CHEMT-1",
            "TC26BIO-CHEMT-2"
          ]
        },
        {
          "id": "TC26-BIO-EFFERON",
          "name": "Efferon",
          "url": "https://efferon.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司2016暂范围外，血液吸附器械/耗材，不由2026认证或美国市场进入重置年；AI核心未见证据。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-EFFERON-1",
            "TC26BIO-EFFERON-2"
          ]
        },
        {
          "id": "TC26-BIO-INFIUSS",
          "name": "Infiuss Health",
          "url": "https://infiuss.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司2021暂范围外，当前临床数字孪生与旧试验管理交付分列，不由新AI平台重置成立。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-INFIUSS-1",
            "TC26BIO-INFIUSS-2"
          ]
        },
        {
          "id": "TC26-BIO-INTERO",
          "name": "Intero Biosystems",
          "url": "https://www.interobiosystems.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司2024暂范围外，类器官/临床前实验平台不自动AI软件企业。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-INTERO-1",
            "TC26BIO-INTERO-2"
          ]
        },
        {
          "id": "TC26-BIO-LUME",
          "name": "Lume Health Technologies",
          "url": "https://www.lumehealth.io",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司2023暂范围外，激素传感硬件/分析，当前可穿戴原型与既有健康服务分列。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-LUME-1",
            "TC26BIO-LUME-2"
          ]
        },
        {
          "id": "TC26-BIO-MYOGENE",
          "name": "MyoGene Bio",
          "url": "https://www.myogenebio.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始官网2019—2024已有研究/创业记录暂范围外，基因编辑药研不自动软件ARR。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-MYOGENE-1",
            "TC26BIO-MYOGENE-2"
          ]
        },
        {
          "id": "TC26-BIO-NANOTRACE",
          "name": "Nanotrace",
          "url": "http://nanotrace.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "原始纳米粒/RNA递送及AI设计线索可读，但同域公司无Founded；不从域名或前研究年推成立。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-NANOTRACE-1",
            "TC26BIO-NANOTRACE-2"
          ]
        },
        {
          "id": "TC26-BIO-ONCO",
          "name": "OncoRevive",
          "url": "https://www.oncorevive.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Techstars原始名录2023暂范围外，AI多组学检测/试剂及仪器与软件净费分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-ONCO-1",
            "TC26BIO-ONCO-2"
          ]
        },
        {
          "id": "TC26-BIO-ORAIN",
          "name": "ORAIN Biotechnologies",
          "url": "https://www.orainbio.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始项目机构手册缓存2023暂范围外，OrainBioInc/同域研究AI；2025/2026支持项目不重置成立。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-ORAIN-1",
            "TC26BIO-ORAIN-2",
            "TC26BIO-ORAIN-3"
          ]
        },
        {
          "id": "TC26-BIO-ORGAN",
          "name": "OrganNexus",
          "url": "https://www.organnexus.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "原www工具不可用而根域可读，RidaAmjed/MadhooPatil活体器官数据/模型平台，精确主体和成立缺，模拟页面非实测。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-ORGAN-1"
          ]
        },
        {
          "id": "TC26-BIO-SIT",
          "name": "Sit Sense, Inc.",
          "url": "https://sit-sense.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "note": "公司自报2025，但座椅自动调位/预设算法的AI主营未证，暂候选；不将医学算法自动作机器学习。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-SIT-1",
            "TC26BIO-SIT-2"
          ]
        },
        {
          "id": "TC26-BIO-STUFF",
          "name": "StuffThatWorks",
          "url": "https://www.stuffthatworks.health/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "unavailable",
          "status": "outside-cohort",
          "note": "原始公司2018暂范围外，患者报告数据/AI研究平台，JS外壳与公司缓存分别记录。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-STUFF-1",
            "TC26BIO-STUFF-2"
          ]
        },
        {
          "id": "TC26-BIO-SUNNY",
          "name": "Sunny",
          "url": "https://sunnyperiod.com/",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司MenstrualMatesInc自报2019暂范围外，月经杯/导入器实物销售，未见AI主营原始证据。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26BIO-SUNNY-1",
            "TC26BIO-SUNNY-2"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-health-1",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "健康组首4原网址核对：CareMojo/CircuitBreaker/Forela3自报2025关联，Greenairy范围前；具名183登记/18待登记，无收入新增。",
      "complete": false,
      "records": [
        {
          "id": "TC26-HW1-CARE",
          "name": "Care Mojo",
          "url": "http://www.mycaremojo.com",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "同域公司自报2025，原PeakMojo改名及招聘/销售培训旧交付保留；当前居家传感和EdgeAI归C10，不继承旧业务客户或收入。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW1-CARE-1",
            "TC26HW1-CARE-2",
            "TC26HW1-CARE-3"
          ],
          "companyId": "TC-CARE"
        },
        {
          "id": "TC26-HW1-CIRCUIT",
          "name": "Circuit Breaker Labs",
          "url": "https://www.circuitbreakerlabs.ai/",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "同域公司自报2025，临床场景AI红队/持续评估基础设施归C03，不因健康名单归诊疗软件；独立登记与财务缺。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW1-CIRCUIT-1",
            "TC26HW1-CIRCUIT-2",
            "TC26HW1-CIRCUIT-3"
          ],
          "companyId": "TC-CIRCUIT"
        },
        {
          "id": "TC26-HW1-FORELA",
          "name": "Forela",
          "url": "https://forela.health/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "同域公司自报2025，现子宫内膜异位症日常管理/临床连续性AI归C07；临床推理仍邀请验证，不当独立已验证。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW1-FORELA-1",
            "TC26HW1-FORELA-2",
            "TC26HW1-FORELA-3"
          ],
          "companyId": "TC-FORELA"
        },
        {
          "id": "TC26-HW1-GREENAIRY",
          "name": "Greenairy Pte Ltd",
          "url": "https://www.greenairy.sg/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司自报2022暂范围外，机构名录2024法人日期另列；不以2026参赛重置年，植物净化设备不自动AI主营。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW1-GREENAIRY-1",
            "TC26HW1-GREENAIRY-2",
            "TC26HW1-GREENAIRY-3"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-health-2",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "健康第5—8项：LumenUs2026关联，ImagineDevices2025但AI核心待核，Lifescapes/MindMuscle旧事业暂范围外；具名187登记/14待登记，无收入新增。",
      "complete": false,
      "records": [
        {
          "id": "TC26-HW2-IMAGINE",
          "name": "Imagine Devices Inc.",
          "url": "https://imaginedevices.us/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "note": "公司自报2025，但TrinityTube监测/喂养装置的AI核心未见原始证明，暂候选不入主公司。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW2-IMAGINE-1",
            "TC26HW2-IMAGINE-2"
          ]
        },
        {
          "id": "TC26-HW2-LIFESCAPES",
          "name": "Lifescapes",
          "url": "https://tokyo-smes.com/en/productservice/lifescapes-medical-bci-neurorehabilitation-device-for-hand-paralysis-after-stroke-or-spinal-cord-injury/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司2018-05-30自报暂范围外，BCI康复设备与软件费分开；不由新地区推广重置年。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW2-LIFESCAPES-1",
            "TC26HW2-LIFESCAPES-2"
          ]
        },
        {
          "id": "TC26-HW2-LUMENUS",
          "name": "LumenUs",
          "url": "https://lumenus.life/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "公司自报2026、条款LumenUsPlatformInc；丧亲行政/专业支持归C07，AI为读文档/来信过滤，无AI聊天或亡者模拟；平台上线状态分列。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW2-LUMENUS-1",
            "TC26HW2-LUMENUS-2",
            "TC26HW2-LUMENUS-3",
            "TC26HW2-LUMENUS-4",
            "TC26HW2-LUMENUS-5"
          ],
          "companyId": "TC-LUMENUS"
        },
        {
          "id": "TC26-HW2-MIND",
          "name": "MindMuscle",
          "url": "https://mindmuscle.health/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始PigPug明确改名MindMuscle、旧官网2020—2023业务内容及2022活动，暂旧事业范围外，不据第三方2018选精确注册。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW2-MIND-1",
            "TC26HW2-MIND-2",
            "TC26HW2-MIND-3",
            "TC26HW2-MIND-4"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-health-3",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "健康第9—12项原网址核对：Mutanex2024、Nervotec2020、OceanFriends2022/旧运营、OmicXHealth2024暂范围外；具名191登记/10待登记，无公司或收入新增。",
      "complete": false,
      "records": [
        {
          "id": "TC26-HW3-MUTANEX",
          "name": "Mutanex",
          "url": "https://mutanex.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司自报2024暂范围外，数字孪生/精准医学与新长寿实验室交付分列；不混澳洲Mutinex营销软件。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW3-MUTANEX-1",
            "TC26HW3-MUTANEX-2",
            "TC26HW3-MUTANEX-3"
          ]
        },
        {
          "id": "TC26-HW3-NERVOTEC",
          "name": "Nervotec",
          "url": "https://www.nervoscan.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "IMDA原始名录2020-06成立暂范围外，NervoScan与Nervotec条款对应；旧medicalgrade宣传和新wellness定位分列。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW3-NERVOTEC-1",
            "TC26HW3-NERVOTEC-2",
            "TC26HW3-NERVOTEC-3"
          ]
        },
        {
          "id": "TC26-HW3-OCEAN",
          "name": "Ocean Friends Inc",
          "url": "http://oceanfriends.ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司自报2022及原始2024推广旧运营暂范围外；创始人周年项目起点差异不重置2025成立。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW3-OCEAN-1",
            "TC26HW3-OCEAN-2",
            "TC26HW3-OCEAN-3"
          ]
        },
        {
          "id": "TC26-HW3-OMICX",
          "name": "OmicXHealth",
          "url": "https://omicxhealth.com",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司自报2024暂范围外，癌症甲基化分析/检测平台与试剂实验服务分开；不混埃及OmicXLabs或印度Omic.health。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW3-OMICX-1",
            "TC26HW3-OMICX-2"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-health-4",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "健康第13—17项原网址核对：Predictheon2019、Provision2024、Sama2021、SoundAiSleep2023、TimeTeller2023暂范围外；具名196登记/5待登记，无公司或收入新增。",
      "complete": false,
      "records": [
        {
          "id": "TC26-HW4-PREDICTHEON",
          "name": "Predictheon Medical",
          "url": "https://www.predictheon.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司自报2019、研究始于2015暂范围外；麻醉/不良事件预测软件与器械整合分别核，不用页脚2020当成立。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW4-PREDICTHEON-1",
            "TC26HW4-PREDICTHEON-2"
          ]
        },
        {
          "id": "TC26-HW4-PROVISION",
          "name": "Provision Surgical",
          "url": "https://www.provisionsurgical.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司自报2024暂范围外，PAIRGuide影像/ML/AR术中导航及教育平台分列，不混Provision其他行业公司。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW4-PROVISION-1",
            "TC26HW4-PROVISION-2"
          ]
        },
        {
          "id": "TC26-HW4-SAMA",
          "name": "Sama Fertility",
          "url": "https://simple.sama.life/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司2021暂范围外，SimpleIVF为Sama×CNY医疗服务，不由居家AI新协议重置成立。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW4-SAMA-1",
            "TC26HW4-SAMA-2"
          ]
        },
        {
          "id": "TC26-HW4-SOUND",
          "name": "Sound AiSleep",
          "url": "https://www.soundaisleep.com/",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "同域公司自报2023暂范围外，父母声音AI朗读授权/人工故事暂C08，新牙科试点不改旧公司年。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW4-SOUND-1",
            "TC26HW4-SOUND-2"
          ]
        },
        {
          "id": "TC26-HW4-TIMETELLER",
          "name": "TimeTeller GmbH",
          "url": "https://www.timeteller-health.com/en/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司及ChariteBIH原始资料均2023-03成立暂范围外，唾液检测/分子分析/计算模型与软件收入分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW4-TIMETELLER-1",
            "TC26HW4-TIMETELLER-2",
            "TC26HW4-TIMETELLER-3"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-health-5",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "健康末5项原网址核对：Valene2025关联，Uhura2022、Virtuosis2022、Voythos原始2023项目、Woafy2024暂范围外。具名201全部有候选访问记录，Nunatak空锚与身份/合同缺项及全来源研究仍未完成。",
      "complete": false,
      "records": [
        {
          "id": "TC26-HW5-UHURA",
          "name": "Uhura Bionics",
          "url": "http://www.uhura.pl",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司自报2022及官网2023—25研发/2024起销售暂范围外；语音设备与未来AI栈、当前增音器分开。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW5-UHURA-1",
            "TC26HW5-UHURA-2"
          ]
        },
        {
          "id": "TC26-HW5-VALENE",
          "name": "Valene Health",
          "url": "https://valenehealth.com/",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "note": "公司及Techstars原始名录均2025，暂按自报关联C07医疗工作流AI；法律登记/旧平台主体沿革与第三方年份差异仍待核。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW5-VALENE-1",
            "TC26HW5-VALENE-2",
            "TC26HW5-VALENE-3",
            "TC26HW5-VALENE-4"
          ],
          "companyId": "TC-VALENE"
        },
        {
          "id": "TC26-HW5-VIRTUOSIS",
          "name": "Virtuosis",
          "url": "https://www.virtuosis.ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司自报2022与EPFL2022项目对应暂范围外；声学健康/沟通洞察，旧员工健康到新疾病筛查定位不重置成立。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW5-VIRTUOSIS-1",
            "TC26HW5-VIRTUOSIS-2",
            "TC26HW5-VIRTUOSIS-3"
          ]
        },
        {
          "id": "TC26-HW5-VOYTHOS",
          "name": "Voythos",
          "url": "http://voythos.ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Rice原始2023创业项目已列Voythos/JoeMakoid，暂旧事业范围外；2025加速不等成立，精确注册仍未核。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW5-VOYTHOS-1",
            "TC26HW5-VOYTHOS-2",
            "TC26HW5-VOYTHOS-3"
          ]
        },
        {
          "id": "TC26-HW5-WOAFY",
          "name": "WoafMeow",
          "url": "https://www.woafy.pet",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始公司自报2024、Woafmeow改WoafyPet并反链原域，暂范围外；移动App到宠物床硬件/云分析转型不重置成立。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26HW5-WOAFY-1",
            "TC26HW5-WOAFY-2",
            "TC26HW5-WOAFY-3"
          ]
        }
      ]
    },
    {
      "id": "TC-2026-battlefield-unlabeled-nunatak",
      "sourceId": "S02",
      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
      "accessedAt": "2026-10-31",
      "scope": "2026总入口原始空锚Nunatak单列补查：原域及政府推广名录对应2023农业微生物企业，暂范围外；不追加为第202个具名网址，不新增主公司或收入。",
      "complete": false,
      "records": [
        {
          "id": "TC26-EMPTY-NUNATAK",
          "name": "Nunatak Biotech",
          "url": "https://www.nunatakbio.com/",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "原始外交部创业名录自报2023暂范围外，空锚所指农业微生物公司，不混NunatakCapital或同名护肤原料；单列空锚不改201具名计数。",
          "evidenceIds": [
            "TC26AG-INDEX",
            "TC26EMPTY-NUNATAK-1",
            "TC26EMPTY-NUNATAK-2",
            "TC26EMPTY-NUNATAK-3"
          ]
        }
      ]
    },
    {
      "id": "PH-2025-all-visible-1",
      "sourceId": "S04",
      "url": "https://www.producthunt.com/leaderboard/yearly/2025/all",
      "accessedAt": "2026-10-31",
      "scope": "2025年度All入口首次公开响应19张文字卡片，9项为原38卡外产品；复用已有候选对应并逐项记录新资料。当前1关联（Ada/ChartGen经ACRA与条款补核AI107）、14范围外、3年份待核、1推广；仅图片Framer位置和未取得分页保留缺项，不代表全年或新成立公司全量。",
      "complete": false,
      "records": [
        {
          "id": "PHALL25-C01",
          "name": "IP Portal",
          "url": "https://www.producthunt.com/products/ip-portal",
          "categoryId": "C07",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "PHALL25-PAGE",
            "PHALL25-IP-PH",
            "PHALL25-IP-SELF"
          ],
          "note": "Story官方职位目录原站缓存列2022，反链portal.story.foundation对应，按既有组织暂范围外；直达502及法人与产品运营链留缺，AI标签/许可和Token不作AI模型或收入。"
        },
        {
          "id": "PHALL25-C02",
          "name": "Tana",
          "url": "https://www.producthunt.com/products/tana",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Dealroom列2020成立；投资人回忆2025前已与团队合作。按2025前已有业务排除，法律注册年未核；现行会议平台不另算新公司。 2025 All当前首屏复见，复用原候选结论和证据，不新增公司或转移历史业绩。",
          "evidenceIds": [
            "PH-TANA-DR",
            "PH-TANA-INV",
            "PH-TANA-HOME",
            "PHALL25-PAGE"
          ]
        },
        {
          "id": "PHALL25-C03",
          "name": "Dreamina",
          "url": "https://www.producthunt.com/products/dreamina",
          "categoryId": "C08",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "PHALL25-PAGE",
            "PHALL25-DREAM-PH",
            "PHALL25-DREAM-HOME",
            "PHALL25-DREAM-TERMS",
            "PHALL25-DREAM-GROUP"
          ],
          "note": "Dreamina合同Bytedance Pte. Ltd.，属于2012集团既有产品，不因2025 PH发布算新公司。集团年份不作子法人精确注册，未迁集团或其他模型收入。"
        },
        {
          "id": "PHALL25-C04",
          "name": "MGX (Now Atoms)",
          "url": "https://www.producthunt.com/products/metagpt-x",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "公司公开主页自述Founded 2025并链接mgx.dev；官网沿革列2022—2023 MetaGPT、2024—2025 MGX、后续Atoms，条款技术服务方MetaGPT LLC。主页年份与技术/业务沿革的实体边界未消歧，暂不新增2025公司，不把更名或旧框架业绩直接归新主体。 2025 All当前首屏复见，复用原候选结论和证据，不新增公司或转移历史业绩。",
          "evidenceIds": [
            "PH-ATOMS-ABOUT",
            "PH-ATOMS-TIMELINE",
            "PH-ATOMS-ENTITY",
            "PH-ATOMS-PROFILE",
            "PHALL25-PAGE"
          ]
        },
        {
          "id": "PHALL25-C05",
          "name": "Sider 5.0: Deep Research with Wisebase",
          "url": "https://www.producthunt.com/products/chatgpt-sidebar-chrome-extension",
          "categoryId": "C09",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Sider原版2023已有发布，当前条款运营者Vidline Inc.；按既有业务排除，不因2025年5.0更新新增公司，精确法律成立日未核。 2025 All当前首屏复见，复用原候选结论和证据，不新增公司或转移历史业绩。",
          "evidenceIds": [
            "PH25-E-05",
            "PH-SIDER-HISTORY",
            "PH-SIDER-TERMS",
            "PHALL25-PAGE"
          ]
        },
        {
          "id": "PHALL25-C06",
          "name": "Tanka",
          "url": "https://www.producthunt.com/products/tanka",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "公司新闻稿及公开主页均列2024成立；2025产品榜单及2026日本上线不改变公司成立年。 2025 All当前首屏复见，复用原候选结论和证据，不新增公司或转移历史业绩。",
          "evidenceIds": [
            "PH-TANKA-RELEASE",
            "PH-TANKA-LINKEDIN",
            "PHALL25-PAGE"
          ]
        },
        {
          "id": "PHALL25-C07",
          "name": "YouMind",
          "url": "https://www.producthunt.com/products/youmind",
          "categoryId": "C08",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "联合创始人自述2024创业、获得种子投资并开发产品；按2025前已开展业务排除，精确法人成立日仍未核。 2025 All当前首屏复见，复用原候选结论和证据，不新增公司或转移历史业绩。",
          "evidenceIds": [
            "PH-YOUMIND-FOUNDER",
            "PH-YOUMIND-SEED",
            "PHALL25-PAGE"
          ]
        },
        {
          "id": "PHALL25-C08",
          "name": "Welltory",
          "url": "https://www.producthunt.com/products/welltory",
          "categoryId": "C09",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "PHALL25-PAGE",
            "PHALL25-WELL-PH",
            "PHALL25-WELL-ABOUT"
          ],
          "note": "官网2016业务沿革、平台2017原发布；2025为更新，按既有业务排除。精确注册和健康效果未独立核，用户不等付费。"
        },
        {
          "id": "PHALL25-C09",
          "name": "Aha",
          "url": "https://www.producthunt.com/products/aha-3",
          "categoryId": "C06",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "官网关联公司主页列2024成立，按自述年份排除；页脚Ahalab.ai Inc.，注册未独立核验。八位数ARR、创作者预算和效果宣传不入两年新公司观测；条款正文仍未读。 2025 All当前首屏复见，复用原候选结论和证据，不新增公司或转移历史业绩。",
          "evidenceIds": [
            "PH25-E-14",
            "PH-AHA-PROFILE",
            "PH-AHA-HOME",
            "PH-AHA-TERMS-ACCESS",
            "PHALL25-PAGE"
          ]
        },
        {
          "id": "PHALL25-C10",
          "name": "Cloudflare推广",
          "url": null,
          "categoryId": "C02",
          "kind": "promotion",
          "profileStatus": "archive-only",
          "status": "promotion",
          "evidenceIds": [
            "PHALL25-PAGE"
          ],
          "note": "当前All首屏Cloudflare Workers推广，链接回榜单；不是2025新公司或收入，广告轮换不回写原Featured快照。"
        },
        {
          "id": "PHALL25-C11",
          "name": "LilysAI",
          "url": "https://www.producthunt.com/products/lilysai",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "PHALL25-PAGE",
            "PHALL25-LILYS-PH",
            "PHALL25-LILYS-HOME",
            "PHALL25-LILYS-PROFILE"
          ],
          "note": "官方公司主页列2023，原域现跳Readray且自称formerly LilysAI，不按更名新增公司；旧原$ARR的币种/截至日口径不齐，不迁2025新公司观测。"
        },
        {
          "id": "PHALL25-C12",
          "name": "DUIX.COM",
          "url": "https://www.producthunt.com/products/duix-com",
          "categoryId": "C03",
          "kind": "product",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "PHALL25-PAGE",
            "PHALL25-DUIX-PH",
            "PHALL25-DUIX-HOME",
            "PHALL25-DUIX-TERMS",
            "ENTITY2-DUIX-FILING",
            "ENTITY2-DUIX-ABOUT",
            "ENTITY2-DUIX-CODE",
            "ENTITY2-DUIX-LICENSE",
            "ENTITY2-DUIX-DOCS",
            "ENTITY2-DUIX-PROFILE",
            "ENTITY2-DUIX-TERMS-ACCESS"
          ],
          "note": "已补硅基智能申请稿2017成立、2022平台/2024 DUIX ONE，以及GuijiAI旧仓库重定向现duixcom项目线索；2025发布非新公司证据。官网/文档有云API分钟及本地社区许可，公开代码未执行。当前条款仍外壳，海外签约法人及旧业务资产/合同链未完全对应，保持年份待核，不借集团业绩入收入表。"
        },
        {
          "id": "PHALL25-C13",
          "name": "Screen Studio 3.0",
          "url": "https://www.producthunt.com/products/screen-studio",
          "categoryId": "C08",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "平台原版2022发布与2025年3.0为同一产品业务，不凭版本更新新增2025公司；按既有业务排除，精确法律成立日及AI主营未核。 2025 All当前首屏复见，复用原候选结论和证据，不新增公司或转移历史业绩。",
          "evidenceIds": [
            "PH25-E-01",
            "PH-SCREEN-HISTORY",
            "PHALL25-PAGE"
          ]
        },
        {
          "id": "PHALL25-C14",
          "name": "TrueFoundry AI Gateway",
          "url": "https://www.producthunt.com/products/truefoundry-ai-gateway",
          "categoryId": "C03",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "PHALL25-PAGE",
            "PHALL25-TRUE-PH",
            "PHALL25-TRUE-PROFILE"
          ],
          "note": "公司官方主页2021成立，2025网关发布不重算新公司；自报客户Agent/第三方模型调用额非公司净收入，法定注册仍未独立核。"
        },
        {
          "id": "PHALL25-C15",
          "name": "VidAU - AI Video",
          "url": "https://www.producthunt.com/products/vidau",
          "categoryId": "C08",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "PHALL25-PAGE",
            "PHALL25-VIDAU-PH",
            "PHALL25-VIDAU-HOME"
          ],
          "note": "同域产品2024已有发布，2025视频广告是既有业务更新；精确法人成立未独立核，不套近名Vidla/Vidia年份或收入。"
        },
        {
          "id": "PHALL25-C16",
          "name": "Framer AI Agents",
          "url": "https://www.producthunt.com/products/framer",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "当前推广卡片指向Framer；官网列2014成立，不作2025新公司或2025发布证据。 2025 All当前首屏复见，复用原候选结论和证据，不新增公司或转移历史业绩。",
          "evidenceIds": [
            "PH25-E-16",
            "PH-FRAMER-ABOUT",
            "PHALL25-PAGE"
          ]
        },
        {
          "id": "PHALL25-C17",
          "name": "Ada",
          "url": "https://www.producthunt.com/products/ada-2",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "PHALL25-PAGE",
            "PHALL25-ADA-PH",
            "PHALL25-ADA-HOME",
            "PHALL25-ADA-TERMS",
            "ADA1-REGISTRY",
            "ADA1-TERMS",
            "ADA1-HOME",
            "ADA1-DOCS",
            "ADA1-BILLING",
            "ADA1-API",
            "ADA1-PRICE-ACCESS"
          ],
          "note": "ACRA唯一同名Deep Analysis Pte. Ltd.于2025-06-04注册，官网条款同运营者并列Ada.im/ChartGen商标，关联AI107同一公司。现价入口无正文、团队/实际地点及付费收入未知；注册与经营起点分开，业务/资产沿革待核，不合并近名Ada。",
          "companyId": "AI107"
        },
        {
          "id": "PHALL25-C18",
          "name": "21st.dev",
          "url": "https://www.producthunt.com/products/21st-dev-the-npm-for-design-engineers",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "YC官方列Founded 2024、W26批次；发布年与加速器批次不改变成立年，不归新公司样本。 2025 All当前首屏复见，复用原候选结论和证据，不新增公司或转移历史业绩。",
          "evidenceIds": [
            "PH25-E-13",
            "PH25-21ST-YC",
            "PHALL25-PAGE"
          ]
        },
        {
          "id": "PHALL25-C19",
          "name": "EasySite AI",
          "url": "https://www.producthunt.com/products/ezsite-ai",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "PHALL25-PAGE",
            "PHALL25-EZ-PH",
            "PHALL25-EZ-HOME",
            "PHALL25-EZ-PRICE",
            "PHALL25-EZ-TERMS-ACCESS",
            "ENTITY2-EZ-TERMS-CACHE",
            "ENTITY2-EZ-HOME",
            "ENTITY2-EZ-LTD",
            "ENTITY2-NEWOAKS-TERMS",
            "ENTITY2-NEWOAKS-HISTORY",
            "ENTITY2-NEWOAKS-LETTER",
            "ENTITY2-EZ-PRIVACY"
          ],
          "note": "官网原EasySite AI/现EZsite、CEO Ray Luan及NewOaks嵌入，条款缓存New Oaks LLC；NewOaks原站2023业务/2024回顾支持旧事业线索。但LLC完整登记及品牌资产/合同关系未核，保持年份待核，不把新产品自动计新公司。终身销售/赠送/BYOK与订阅分开，退款7/30日版本及当前有效合同待核，无收入新增。"
        }
      ]
    },
    {
      "id": "PH-2026-all-visible-1",
      "sourceId": "S04",
      "url": "https://www.producthunt.com/leaderboard/yearly/2026/all",
      "accessedAt": "2026-10-31",
      "scope": "All独立年度入口当前首个公开响应19张文字卡，9项原Featured之外产品。3位置关联公司（Base44/Goldfish既有、StoreClaw新增）、2既有范围外对照、7范围外、6年份待核、1推广；Framer双卡同产品、仅图片位置及分页不作新公司全量。",
      "complete": false,
      "records": [
        {
          "id": "PHALL26-C01",
          "name": "Base44 Backend Platform",
          "url": "https://www.producthunt.com/products/base44",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "PHALL25-PAGE26",
            "PHALL26-BASE-PH"
          ],
          "note": "同页原版2025及2026 Backend，关联现AI056，不新增公司/复制ARR；客户自建作品和集团收入排除。",
          "companyId": "AI056"
        },
        {
          "id": "PHALL26-C02",
          "name": "Acti",
          "url": "https://www.producthunt.com/products/acti-2",
          "categoryId": "C09",
          "kind": "product",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "PHALL25-PAGE26",
            "PHALL26-ACTI-PH",
            "PHALL26-ACTI-HOME",
            "PHALL26-ACTI-TERMS"
          ],
          "note": "TypeX Limited自述多端AI键盘，第三方模型与付费订阅/积分已明，但成立年份/旧主体沿革缺；2026产品/条款不补公司成立，Free标签非零收入。"
        },
        {
          "id": "PHALL26-C03",
          "name": "happycapy",
          "url": "https://www.producthunt.com/products/happycapy",
          "categoryId": "C09",
          "kind": "product",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "App Store销售方TRICKLE PTE. LTD.已由ACRA核UEN 202542386D、2025-09-23注册；但全球网页服务主体、旧Trickle业务和新销售法人关系仍缺，继续待核，不据新法人注册自动认定新创业，不转移旧收入。 2026 All首屏复见，复用原证据/缺项，不重复公司或收入。",
          "evidenceIds": [
            "PH25-E-19",
            "PH-HAPPYCAPY-ABOUT",
            "PH-HAPPYCAPY-PRIVACY",
            "PH-TRICKLE-HOME",
            "PH-TRICKLE-PROFILE",
            "PH-HAPPYCAPY-HISTORY",
            "PH-HAPPYCAPY-TERMS",
            "FOLLOWUP-CAPY-SELLER",
            "FOLLOWUP-CAPY-ACRA",
            "PHALL25-PAGE26"
          ]
        },
        {
          "id": "PHALL26-C04",
          "name": "Fundraisly",
          "url": "https://www.producthunt.com/products/fundraisly",
          "categoryId": "C07",
          "kind": "product",
          "profileStatus": "readable",
          "status": "pending-year",
          "note": "运营主体Accumulator Fundraising LLC；成立年待核。固定/经常性或按通话的服务收费需拆分；Gett历史ARR、创始人及客户筹资不作Fundraisly收入。 公司公开主页称属于Accumulator，但无成立年份字段，保持待核。 2026 All首屏复见，复用原证据/缺项，不重复公司或收入。",
          "evidenceIds": [
            "PH-FUNDRAISLY-ABOUT",
            "PH-FUNDRAISLY-ENTITY",
            "PH-FUNDRAISLY-PLAN",
            "PH-FUNDRAISLY-PROFILE",
            "PHALL25-PAGE26"
          ]
        },
        {
          "id": "PHALL26-C05",
          "name": "Rork Max",
          "url": "https://www.producthunt.com/products/rork-app-for-ios",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "existing-outside-cohort",
          "note": "映射现有Rork对照记录；2024成立，不因Rork Max发布重新算2026新公司。 2026 All首屏复见，复用原证据/缺项，不重复公司或收入。",
          "companyId": "AI054",
          "evidenceIds": [
            "E054",
            "PHALL25-PAGE26"
          ]
        },
        {
          "id": "PHALL26-C06",
          "name": "Framer 3.0",
          "url": "https://www.producthunt.com/products/framer",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Framer官网列2014成立；3.0及AI新产品不作2026新公司，未新增公司。 2026 All首屏复见，复用原证据/缺项，不重复公司或收入。",
          "evidenceIds": [
            "PH-FRAMER-ABOUT",
            "PHALL25-PAGE26"
          ]
        },
        {
          "id": "PHALL26-C07",
          "name": "Fathom 3.0",
          "url": "https://www.producthunt.com/products/fathom",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "PHALL25-PAGE26",
            "PHALL26-FATHOM-PH",
            "PHALL26-FATHOM-HOME"
          ],
          "note": "同品牌/同域2021已有原产品、3.0为更新，按既有业务排除，精确注册未核；不与其他财务分析同名Fathom混用。"
        },
        {
          "id": "PHALL26-C08",
          "name": "Cowork",
          "url": "https://www.producthunt.com/products/claude",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "Cowork是Anthropic产品，官方称母公司2021成立；2026研究预览不新增公司，也不转移其他Claude产品收入。 2026 All首屏复见，复用原证据/缺项，不重复公司或收入。",
          "evidenceIds": [
            "PH-COWORK-OWNER",
            "PH-ANTHROPIC-FOUND",
            "PHALL25-PAGE26"
          ]
        },
        {
          "id": "PHALL26-C09",
          "name": "Tencent EdgeOne Makers",
          "url": "https://www.producthunt.com/products/tencent-edgeone-2",
          "categoryId": "C02",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "PHALL25-PAGE26",
            "PHALL26-TENCENT-PH",
            "PHALL26-TENCENT-HOME",
            "PHALL26-TENCENT-GROUP"
          ],
          "note": "Tencent EdgeOne现平台Makers功能，腾讯官方集团1998沿革；2026发布非新公司，不分摊集团收入或客户应用交易额。"
        },
        {
          "id": "PHALL26-C10",
          "name": "Cloudflare推广",
          "url": null,
          "categoryId": "C02",
          "kind": "promotion",
          "profileStatus": "archive-only",
          "status": "promotion",
          "evidenceIds": [
            "PHALL25-PAGE26"
          ],
          "note": "当前Cloudflare Workers推广链接回年度榜单，不作新成立公司或收入。"
        },
        {
          "id": "PHALL26-C11",
          "name": "Goldfish",
          "url": "https://www.producthunt.com/products/goldfish-early-access",
          "categoryId": "C09",
          "kind": "product",
          "profileStatus": "readable",
          "status": "linked",
          "note": "据EF投资组合页Founded 2026及官方创始人/域名关联纳入AI078；精确注册日、完整团队和收入留缺。免费测试不作零收入，创始人旧公司业绩不转移。 2026 All首屏复见，复用原证据/缺项，不重复公司或收入。",
          "evidenceIds": [
            "GOLD-HOME",
            "GOLD-TERMS",
            "GOLD-PRIVACY",
            "PH-GOLD",
            "GOLD-EF",
            "GOLD-CREATORS",
            "GOLD-DOCS",
            "PHALL25-PAGE26"
          ],
          "companyId": "AI078"
        },
        {
          "id": "PHALL26-C12",
          "name": "Lightfield",
          "url": "https://www.producthunt.com/products/lightfield",
          "categoryId": "C06",
          "kind": "product",
          "profileStatus": "readable",
          "status": "existing-outside-cohort",
          "note": "映射Magical Tome, Inc.转型对照；2025是CRM上线，2022已有Tome业务，精确注册年未核，不计2026新公司。 2026 All首屏复见，复用原证据/缺项，不重复公司或收入。",
          "companyId": "AI073",
          "evidenceIds": [
            "LF-ENTITY",
            "LF-PIVOT",
            "LF-HISTORY",
            "PHALL25-PAGE26"
          ]
        },
        {
          "id": "PHALL26-C13",
          "name": "Viktor.com",
          "url": "https://www.producthunt.com/products/viktor",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "PHALL25-PAGE26",
            "PHALL26-VIKTOR-PH",
            "PHALL26-VIKTOR-HOME",
            "PHALL26-VIKTOR-TERMS",
            "PHALL26-VIKTOR-PRICE",
            "PHALL26-VIKTOR-HISTORY"
          ],
          "note": "现Zeta AI Inc./zetalabs反链与2024 JACE公司稿关联，旧业务早于样本；稿列2024与会议目录2023有差异，均不重置2026。法律实体转换留缺，Team原$100月工作区/赠额充值非ARR。"
        },
        {
          "id": "PHALL26-C14",
          "name": "Spira Maxima",
          "url": "https://www.producthunt.com/products/spira-ai",
          "categoryId": "C08",
          "kind": "product",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "PHALL25-PAGE26",
            "PHALL26-SPIRA-PH",
            "PHALL26-SPIRA-HOME",
            "PHALL26-SPIRA-TERMS"
          ],
          "note": "Maxima与Spira共页，AI生成/发布任务明确；合同仍创作者广告平台且有预算托管/佣金，当前FAQ占位，主体成立/实际功能与版本待核。2026产品更新/第三方目录不足原始成立证明，客户展示量/广告预算非净收入。"
        },
        {
          "id": "PHALL26-C15",
          "name": "Codity",
          "url": "https://www.producthunt.com/products/codity",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "PHALL25-PAGE26",
            "PHALL26-CODITY-PH",
            "PHALL26-CODITY-HOME",
            "PHALL26-CODITY-ABOUT",
            "PHALL26-CODITY-TERMS",
            "PHALL26-CODITY-PRICE",
            "PHALL26-CODITY-PROFILE",
            "PHALL26-CODITY-DR"
          ],
          "note": "官网Ekaha Labs美印，官方主页2025及Chaitanya与官网关联，Dealroom缓存2024/不同创始人仍待主体沿革消歧；不套近名codity.tech/lt。席位月等效实年收、一次性评估/扫描和客户ROI分开，无收入新增。"
        },
        {
          "id": "PHALL26-C16",
          "name": "Framer AI Agents",
          "url": "https://www.producthunt.com/products/framer",
          "categoryId": "C04",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "当前推广卡片指向Framer；官网列2014成立，不作2025新公司或2025发布证据。 2026 All首屏复见，复用原证据/缺项，不重复公司或收入。",
          "evidenceIds": [
            "PH25-E-16",
            "PH-FRAMER-ABOUT",
            "PHALL25-PAGE26"
          ]
        },
        {
          "id": "PHALL26-C17",
          "name": "StoreClaw",
          "url": "https://www.producthunt.com/products/storeclaw",
          "categoryId": "C07",
          "kind": "product",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "PHALL25-PAGE26",
            "PHALL26-STORE-PH",
            "PHALL26-STORE-HOME",
            "PHALL26-STORE-ABOUT",
            "PHALL26-STORE-TERMS",
            "PHALL26-STORE-PRICE"
          ],
          "note": "官网明确2026成立与第三方LLM电商任务，关联新AI105，description级；StoreClaw Inc.自述未登记，用户/卖家数和店铺收益不当营收，USD订阅含积分及充值需拆，团队/地点与收入未知。",
          "companyId": "AI105"
        },
        {
          "id": "PHALL26-C18",
          "name": "PollyReach",
          "url": "https://www.producthunt.com/products/pollyreach",
          "categoryId": "C09",
          "kind": "product",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "PHALL25-PAGE26",
            "PHALL26-POLLY-PH",
            "PHALL26-POLLY-HOME",
            "PHALL26-POLLY-TERMS"
          ],
          "note": "个人电话AI任务有平台/测试子域条款，官网当前零正文；测试条款是否正式适用及运营法人/成立年缺，生效日非成立。Free平台标签与订阅积分分开，未拨电话。"
        },
        {
          "id": "PHALL26-C19",
          "name": "Upstream",
          "url": "https://www.producthunt.com/products/upstream-3",
          "categoryId": "C05",
          "kind": "product",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "note": "YC官方列2023成立、S23批次，2026发布不重算公司年；创始人此前Asana、Algolia的ARR不归Upstream。 2026 All首屏复见，复用原证据/缺项，不重复公司或收入。",
          "evidenceIds": [
            "UP-YC",
            "UP-HOME",
            "PH-UP",
            "PHALL25-PAGE26"
          ]
        }
      ]
    },
    {
      "id": "S05-targeted-2026-1",
      "sourceId": "S05",
      "url": "https://sacra.com/explore/companies/",
      "accessedAt": "2026-10-31",
      "scope": "定向检索并打开Gimlet、General Intuition、Peec、Base44四个档案，非从目录外壳解析出的全量结果。3关联（仅General Intuition新增）、1按投资方2023暂范围外；目录结果/两年筛选全集仍缺。",
      "complete": false,
      "records": [
        {
          "id": "SACRA1-C-GIMLET",
          "name": "Gimlet Labs",
          "url": "https://sacra.com/c/gimlet-labs/",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SACRA1-GIMLET-SACRA",
            "SACRA1-GIMLET-HOME",
            "SACRA1-GIMLET-ECLIPSE",
            "SACRA1-GIMLET-LAUNCH"
          ],
          "note": "投资方2023成立与官网2025公开发布分开，暂范围外。Sacra同页2023/2025及融资页首/正文不齐，保留差异不认财务造假；八位数收入/客户计算节省不填新公司ARR，非近名媒体公司。"
        },
        {
          "id": "SACRA1-C-GI",
          "name": "General Intuition",
          "url": "https://sacra.com/c/general-intuition/",
          "categoryId": "C01",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI106",
          "evidenceIds": [
            "SACRA1-GI-SACRA",
            "SACRA1-GI-HOME",
            "SACRA1-GI-TERMS",
            "SACRA1-GI-PROFILE",
            "SACRA1-GI-CODE"
          ],
          "note": "公司官方主页2025和明确模型任务纳入AI106；MIRA公开代码为public-artifact，未复现。营销网站General Intuition US Inc.与Medal业务分开，商业API小量合作不是收入证据。"
        },
        {
          "id": "SACRA1-C-PEEC",
          "name": "Peec AI",
          "url": "https://sacra.com/c/peec/",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI055",
          "evidenceIds": [
            "SACRA1-PEEC-SACRA",
            "SACRA1-PEEC-ORIGINAL"
          ],
          "note": "关联已有AI055，不新增公司/财务观测。目录估算与公司客户下界不推出精确ARPU或独立验证，原地理字段不照抄。"
        },
        {
          "id": "SACRA1-C-BASE",
          "name": "Base44",
          "url": "https://sacra.com/c/base44/",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "companyId": "AI056",
          "evidenceIds": [
            "SACRA1-BASE-SACRA",
            "SACRA1-BASE-SEC"
          ],
          "note": "关联已有AI056；估算复述里程碑不重复收入，集团ARR/分部收入及毛利预测不当产品独立财务。"
        }
      ]
    },
    {
      "id": "SR007-public-roster-2026-1",
      "sourceId": "S14",
      "url": "https://speedrun.a16z.com/companies",
      "accessedAt": "2026-11-01",
      "scope": "匿名公开HTML默认SR007载荷79个唯一ID/slug；count79、next/previous空，75普通UUID链接。当前71关联（17复用、54本系列新增）、Alven1年份/主体冲突、6AI主营待核、scaledrive2024超年1。本系列79个独立档案均已逐项读取，含17复用档案重读；公司/经营观测未因此重复，独立登记/履约/技术等缺项保留。非所有批次/两年全量。",
      "complete": false,
      "records": [
        {
          "id": "SR007R-C01",
          "name": "Abliteration.ai",
          "url": "https://speedrun.a16z.com/companies/abliteration",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR-E-abliteration",
            "SR007F10-P-AI067"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI067"
        },
        {
          "id": "SR007R-C02",
          "name": "Acaysia",
          "url": "https://speedrun.a16z.com/companies/acaysia",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007R-ACAYSIA-SR"
          ],
          "note": "SR007公开目录发现位置；按任务/行业标签作候选初分类，不把批次当成立年或把宣传营收转为财务观测。已按唯一档案链接关联公司，原始公司与收入不重复计数。",
          "companyId": "AI108"
        },
        {
          "id": "SR007R-C03",
          "name": "AgentCat",
          "url": "https://speedrun.a16z.com/companies/agentcat",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007R-AGENTCAT-SR"
          ],
          "note": "SR007公开目录发现位置；按任务/行业标签作候选初分类，不把批次当成立年或把宣传营收转为财务观测。已按唯一档案链接关联公司，原始公司与收入不重复计数。",
          "companyId": "AI109"
        },
        {
          "id": "SR007R-C04",
          "name": "Alia",
          "url": "https://speedrun.a16z.com/companies/alia",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "E097",
            "SR007F10-P-AI057"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI057"
        },
        {
          "id": "SR007R-C05",
          "name": "Alven",
          "url": "https://speedrun.a16z.com/companies/alven",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007R-ALVEN-SR",
            "SR007R-ALVEN-HOME",
            "SR007R-ALVEN-TERMS",
            "SR007R-ALVEN-REG",
            "SR007R-ALVEN-OFFICERS"
          ],
          "note": "目录2025但官网条款ROOMSS LTD对应英国15542398于2024-03-05成立，董事与创始人相符；新旧品牌/美国主体资产关系未消歧，暂成立/主体待核，不新增公司。原$1.2M ARR六个月与正在部署$10M分开，不转为已核同期财务；150K单元不乘原$10推收入。"
        },
        {
          "id": "SR007R-C06",
          "name": "Athena",
          "url": "https://speedrun.a16z.com/companies/athena",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR26-ATHENA",
            "SR007F10-P-AI093"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI093"
        },
        {
          "id": "SR007R-C07",
          "name": "Banbury Road",
          "url": "https://speedrun.a16z.com/companies/banbury-road",
          "categoryId": "C01",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007R-BANBURY-SR"
          ],
          "note": "SR007公开目录发现位置；按任务/行业标签作候选初分类，不把批次当成立年或把宣传营收转为财务观测。已按唯一档案链接关联公司，原始公司与收入不重复计数。",
          "companyId": "AI110"
        },
        {
          "id": "SR007R-C08",
          "name": "Baro",
          "url": "https://speedrun.a16z.com/companies/baro",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F1-BARO-SR",
            "SR007F1-BARO-HOME",
            "SR007F1-BARO-TERMS"
          ],
          "note": "投资方公司档案自报2026成立，非从SR007批次推断；独立登记待核；早期访问；软件和供应商/运营服务混合交付，实际自动化与人工比例未核。不新增财务观测，限制见公司及证据。",
          "companyId": "AI111"
        },
        {
          "id": "SR007R-C09",
          "name": "Blueprint",
          "url": "https://speedrun.a16z.com/companies/blueprint",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F1-BLUEPRINT-SR",
            "SR007F1-BLUEPRINT-HOME"
          ],
          "note": "投资方公司档案自报2026成立，非从SR007批次推断；独立登记待核；投资方说明可读；官网仅标题，当前完整产品/交付成熟度未核。不新增财务观测，限制见公司及证据。",
          "companyId": "AI112"
        },
        {
          "id": "SR007R-C10",
          "name": "Bounty",
          "url": "https://speedrun.a16z.com/companies/bounty",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "TC26ENT1-BOUNTY-ACCELERATOR",
            "SR007F10-P-TC-BOUNTY"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "TC-BOUNTY"
        },
        {
          "id": "SR007R-C11",
          "name": "Bric",
          "url": "https://speedrun.a16z.com/companies/bric",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F1-BRIC-SR",
            "SR007F1-BRIC-HOME"
          ],
          "note": "投资方2026成立已有自报，但Stealth/AI Agents与官网未来/申请入口没有明确当前AI任务；转AI主营待核，候选C00不新增公司。Slack AI旧ARR、Snap广告花费/用户和团队旧履历不能归Bric。"
        },
        {
          "id": "SR007R-C12",
          "name": "Cartsy",
          "url": "https://speedrun.a16z.com/companies/cartsy",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F1-CARTSY-SR",
            "SR007F1-CARTSY-HOME",
            "SR007F1-CARTSY-TERMS"
          ],
          "note": "投资方公司档案自报2025成立，非从SR007批次推断；独立登记待核；免费发现服务及候补入口，当前主要跳第三方商家结账；未实际使用。不新增财务观测，限制见公司及证据。",
          "companyId": "AI113"
        },
        {
          "id": "SR007R-C13",
          "name": "ChatOverflow",
          "url": "https://speedrun.a16z.com/companies/chatoverflow",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F1-CHAT-SR",
            "SR007F1-CHAT-HOME",
            "SR007F1-CHAT-REPO"
          ],
          "note": "投资方公司档案自报2026成立，非从SR007批次推断；独立登记待核；官网仍即将推出/候补，安装命令展示但未执行；官方GitHub反链404。不新增财务观测，限制见公司及证据。",
          "companyId": "AI114"
        },
        {
          "id": "SR007R-C14",
          "name": "ChronoSpace",
          "url": "https://speedrun.a16z.com/companies/chronospace",
          "categoryId": "C01",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F1-CHRONO-SR",
            "SR007F1-CHRONO-HOME"
          ],
          "note": "投资方公司档案自报2025成立，非从SR007批次推断；独立登记待核；投资方自述客户部署和签约，官网信息有限；模型可用性及实收未独立核。不新增财务观测，限制见公司及证据。",
          "companyId": "AI115"
        },
        {
          "id": "SR007R-C15",
          "name": "Cluster",
          "url": "https://speedrun.a16z.com/companies/cluster",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR-E-cluster",
            "SR007F10-P-AI064"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI064"
        },
        {
          "id": "SR007R-C16",
          "name": "Codos",
          "url": "https://speedrun.a16z.com/companies/codos",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR-E-codos",
            "SR007F10-P-AI065"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI065"
        },
        {
          "id": "SR007R-C17",
          "name": "Coherence Health",
          "url": "https://speedrun.a16z.com/companies/coherence-health",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F2-COHERENCE-SR",
            "SR007F2-COHERENCE-HOME",
            "SR007F2-COHERENCE-TERMS"
          ],
          "note": "投资方及当前公司官网自报2026成立，当前joincoherence三个月人工健康指导/检测项目与投资方AI医生描述需对应，AI实际主营待核。创始人旧公司70万年化、前雇主退出与本公司年底150万目标非已实现收入；套餐价非ARR，不作疗效或医疗建议。"
        },
        {
          "id": "SR007R-C18",
          "name": "Colmez",
          "url": "https://speedrun.a16z.com/companies/colmez",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F2-COLMEZ-SR",
            "SR007F2-COLMEZ-HOME",
            "SR007F2-COLMEZ-TERMS"
          ],
          "note": "投资方档案自报2026成立；独立登记与品牌起点待核；私测/客户采用为自述；产品费率/SLA需另MSA与订单。收费与归属限制见公司明细，非新增可比ARR。",
          "companyId": "AI116"
        },
        {
          "id": "SR007R-C19",
          "name": "Contxt",
          "url": "https://speedrun.a16z.com/companies/contxt",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F2-CONTXT-SR",
            "SR007F2-CONTXT-HOME"
          ],
          "note": "投资方档案自报2026成立；独立登记与品牌起点待核；投资方描述产品与付费试点候补；官网不可读，实际交付/付款未核。收费与归属限制见公司明细，非新增可比ARR。",
          "companyId": "AI117"
        },
        {
          "id": "SR007R-C20",
          "name": "Coop",
          "url": "https://speedrun.a16z.com/companies/coop",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F2-COOP-SR",
            "SR007F2-COOP-HOME"
          ],
          "note": "投资方档案自报2026成立；独立登记与品牌起点待核；官网公开任务/试次及评价咨询；未运行实验或核控制器代码。收费与归属限制见公司明细，非新增可比ARR。",
          "companyId": "AI118"
        },
        {
          "id": "SR007R-C21",
          "name": "Corlen",
          "url": "https://speedrun.a16z.com/companies/corlen",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F2-CORLEN-SR",
            "SR007F2-CORLEN-HOME",
            "SR007F2-CORLEN-TERMS"
          ],
          "note": "投资方档案自报2026成立；独立登记与品牌起点待核；首试点为自述，官网为演示/预约；实际合同和付费未核。收费与归属限制见公司明细，非新增可比ARR。",
          "companyId": "AI119"
        },
        {
          "id": "SR007R-C22",
          "name": "Cube Computer",
          "url": "https://speedrun.a16z.com/companies/cube-computer",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F2-CUBE-SR",
            "SR007F2-CUBE-HOME",
            "SR007F2-CUBE-PRICE",
            "SR007F2-CUBE-TERMS",
            "SR007F2-CUBE-LEGAL"
          ],
          "note": "投资方档案自报2026成立；独立登记与品牌起点待核；云机器/桌面和网页入口有公开收费说明，未下载安装/实际核规模。收费与归属限制见公司明细，非新增可比ARR。",
          "companyId": "AI120"
        },
        {
          "id": "SR007R-C23",
          "name": "Cybernetic Physics",
          "url": "https://speedrun.a16z.com/companies/cybernetic-physics",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR26-CYBERNETIC-PHYSICS",
            "SR007F10-P-AI089"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI089"
        },
        {
          "id": "SR007R-C24",
          "name": "Delightful AI",
          "url": "https://speedrun.a16z.com/companies/delightful-ai",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F3-DELIGHTFUL-SR",
            "SR007F3-DELIGHTFUL-HOME"
          ],
          "note": "投资方档案自报2026成立；独立登记及品牌/主体沿革待核；官网业务文章；实际合同/交付、数据许可和效果未独立核。财务及技术证据缺项见公司明细。",
          "companyId": "AI121"
        },
        {
          "id": "SR007R-C25",
          "name": "DRS",
          "url": "https://speedrun.a16z.com/companies/drs",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR25-DRS",
            "SR007F10-P-AI100"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI100"
        },
        {
          "id": "SR007R-C26",
          "name": "Elu",
          "url": "https://speedrun.a16z.com/companies/elu",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR26-ELU",
            "SR007F10-P-AI092"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI092"
        },
        {
          "id": "SR007R-C27",
          "name": "Embrasure",
          "url": "https://speedrun.a16z.com/companies/embrasure",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F3-EMBRASURE-SR",
            "SR007F3-EMBRASURE-HOME",
            "SR007F3-EMBRASURE-PRICE",
            "SR007F3-EMBRASURE-TERMS",
            "SR007F3-EMBRASURE-FLOW",
            "SR007F3-EMBRASURE-SECURITY"
          ],
          "note": "投资方档案自报2026成立；独立登记及品牌/主体沿革待核；仓库public beta/候补入口；Flow连接器公开beta，未运行。财务及技术证据缺项见公司明细。",
          "companyId": "AI122"
        },
        {
          "id": "SR007R-C28",
          "name": "Fictional",
          "url": "https://speedrun.a16z.com/companies/fictional",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F3-FICTIONAL-SR",
            "SR007F3-FICTIONAL-HOME",
            "SR007F3-FICTIONAL-TERMS"
          ],
          "note": "投资方档案自报2025成立；独立登记及品牌/主体沿革待核；用户采用为投资方自报，官网仅品牌图；应用和当前购买交付未核。财务及技术证据缺项见公司明细。",
          "companyId": "AI123"
        },
        {
          "id": "SR007R-C29",
          "name": "Flip",
          "url": "https://speedrun.a16z.com/companies/flip",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F3-FLIP-SR",
            "SR007F3-FLIP-HOME",
            "SR007F3-FLIP-TERMS",
            "SR007F3-FLIP-LEGAL"
          ],
          "note": "投资方档案自报2026成立；独立登记及品牌/主体沿革待核；邀请制beta；敏感支付/交易需确认，自营券商/银行产品仍coming soon。财务及技术证据缺项见公司明细。",
          "companyId": "AI124"
        },
        {
          "id": "SR007R-C30",
          "name": "Galileo Space",
          "url": "https://speedrun.a16z.com/companies/galileo-space",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F3-GALILEO-SR",
            "SR007F3-GALILEO-HOME"
          ],
          "note": "投资方档案自报2025成立；独立登记及品牌/主体沿革待核；地面演示/支持信和商业意向为自述；首合同评估、发射未来计划，时间线有待核标签。财务及技术证据缺项见公司明细。",
          "companyId": "AI125"
        },
        {
          "id": "SR007R-C31",
          "name": "Harbor AI",
          "url": "https://speedrun.a16z.com/companies/harbor-ai",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F3-HARBOR-SR",
            "SR007F3-HARBOR-HOME",
            "SR007F3-HARBOR-TERMS"
          ],
          "note": "投资方档案自报2026成立；独立登记及品牌/主体沿革待核；官网演示和询价，实际装机/客户付费未核；自动运行需与审批配置对应。财务及技术证据缺项见公司明细。",
          "companyId": "AI126"
        },
        {
          "id": "SR007R-C32",
          "name": "Hoid",
          "url": "https://speedrun.a16z.com/companies/hoid",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F4-HOID-SR",
            "SR007F4-HOID-HOME"
          ],
          "note": "投资方自报2026成立；独立登记及品牌/主体起点未核；按模型/硬件目标协商试点；live客户为投资方自述，实际合同/性能未核。财务/技术边界见证据。",
          "companyId": "AI127"
        },
        {
          "id": "SR007R-C33",
          "name": "Infragrid",
          "url": "https://speedrun.a16z.com/companies/infragrid",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR-E-infragrid",
            "SR007F10-P-AI069"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI069"
        },
        {
          "id": "SR007R-C34",
          "name": "Kairo",
          "url": "https://speedrun.a16z.com/companies/kairo",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F4-KAIRO-SR",
            "SR007F4-KAIRO-HOME",
            "SR007F4-KAIRO-PRICE",
            "SR007F4-KAIRO-PRIVACY",
            "SR007F4-KAIRO-TERMS"
          ],
          "note": "投资方自报2026成立；独立登记及品牌/主体起点未核；官网演示/企业洽谈及年度服务说明，未实际运行检测。财务/技术边界见证据。",
          "companyId": "AI128"
        },
        {
          "id": "SR007R-C35",
          "name": "Keythorn",
          "url": "https://speedrun.a16z.com/companies/keythorn",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F4-KEYTHORN-SR",
            "SR007F4-KEYTHORN-HOME"
          ],
          "note": "投资方自报2026成立；独立登记及品牌/主体起点未核；技术评估/保险合作询价与候补，未核牌照、已生效保单或承保容量。财务/技术边界见证据。",
          "companyId": "AI129"
        },
        {
          "id": "SR007R-C36",
          "name": "KIRA",
          "url": "https://speedrun.a16z.com/companies/kira",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F4-KIRA-SR",
            "SR007F4-KIRA-HOME"
          ],
          "note": "2026成立、3人、波士顿为投资方自报；官网为KIRA Systems Inc.工业水处理设备及软件控制，未明确AI主营。服务数据中心/软件定义不自动归AI；原$900K contracted ARR及LOI不作已实现收入，转pending-ai。"
        },
        {
          "id": "SR007R-C37",
          "name": "Lazyweb",
          "url": "https://speedrun.a16z.com/companies/lazyweb",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR26-LAZYWEB",
            "SR007F10-P-AI090"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI090"
        },
        {
          "id": "SR007R-C38",
          "name": "Leonidas",
          "url": "https://speedrun.a16z.com/companies/leonidas",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F4-LEONIDAS-SR",
            "SR007F4-LEONIDAS-HOME"
          ],
          "note": "2026成立、1人、伦敦为投资方自报；官网金融机构early access，AI只是所服务客户行业，自身AI主营未明，转pending-ai。创始人旧债务承销/政策规模非公司收入，未证牌照或产品交付。"
        },
        {
          "id": "SR007R-C39",
          "name": "Maestro",
          "url": "https://speedrun.a16z.com/companies/maestro",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F4-MAESTRO-SR",
            "SR007F4-MAESTRO-AFORE",
            "SR007F4-MAESTRO-HOME",
            "SR007F4-MAESTRO-TERMS"
          ],
          "note": "投资方自报2026成立；独立登记及品牌/主体起点未核；投资方称实际会员/收入，官网介绍制人工专家和应用；合同净费/实际交付未独立核。财务/技术边界见证据。",
          "companyId": "AI130"
        },
        {
          "id": "SR007R-C40",
          "name": "Mecone",
          "url": "https://speedrun.a16z.com/companies/mecone",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F5-MECONE-SR",
            "SR007F5-MECONE-HOME",
            "SR007F5-MECONE-VISION"
          ],
          "note": "投资方自报2026成立、6人；官网及愿景为预测市场数据衍生金融指数许可和未来交易所，未明确AI任务。AI-Compute/AI公司是标的或资产类别，不证明自身AI主营；转pending-ai，不新增公司/营收，未参与交易或提交候补。"
        },
        {
          "id": "SR007R-C41",
          "name": "Mirai",
          "url": "https://speedrun.a16z.com/companies/mirai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F5-MIRAI-SR",
            "SR007F5-MIRAI-HOME",
            "SR007F5-MIRAI-TERMS"
          ],
          "note": "投资方档案自报2026成立；独立登记与品牌起点未核；官网预约/示例及嵌入式体验，实际付费和底层模型能力未核。收入归属和缺项见公司/证据。",
          "companyId": "AI131"
        },
        {
          "id": "SR007R-C42",
          "name": "Motherboard Labs",
          "url": "https://speedrun.a16z.com/companies/motherboard-labs",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F5-MOTHERBOARD-SR",
            "SR007F5-MOTHERBOARD-HOME"
          ],
          "note": "投资方档案自报2026成立；独立登记与品牌起点未核；官网创始人洽谈，软件加现场技术员边界清楚；未核实际设备/付费规模。收入归属和缺项见公司/证据。",
          "companyId": "AI132"
        },
        {
          "id": "SR007R-C43",
          "name": "Munari",
          "url": "https://speedrun.a16z.com/companies/munari",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F5-MUNARI-SR",
            "SR007F5-MUNARI-HOME"
          ],
          "note": "投资方档案自报2026成立；独立登记与品牌起点未核；官网联系/演示，首报告24小时为自述；未上传日志或测评价质量。收入归属和缺项见公司/证据。",
          "companyId": "AI133"
        },
        {
          "id": "SR007R-C44",
          "name": "Nexor AI",
          "url": "https://speedrun.a16z.com/companies/nexor-ai",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "E043",
            "E103",
            "NEXOR-CURRENCY-RECHECK",
            "SR007F10-P-AI043"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI043"
        },
        {
          "id": "SR007R-C45",
          "name": "Nimble",
          "url": "https://speedrun.a16z.com/companies/nimble",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F5-NIMBLE-SR",
            "SR007F5-NIMBLE-HOME"
          ],
          "note": "投资方档案自报2026成立；独立登记与品牌起点未核；官网候补和配置式审批/自动化示意；实际付费交付未核。收入归属和缺项见公司/证据。",
          "companyId": "AI134"
        },
        {
          "id": "SR007R-C46",
          "name": "OneGC",
          "url": "https://speedrun.a16z.com/companies/onegc",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR25-ONEGC",
            "SR007F10-P-AI097"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI097"
        },
        {
          "id": "SR007R-C47",
          "name": "Ontem",
          "url": "https://speedrun.a16z.com/companies/ontem",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR26-ONTEM",
            "SR007F10-P-AI088"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI088"
        },
        {
          "id": "SR007R-C48",
          "name": "OpenWhispr",
          "url": "https://speedrun.a16z.com/companies/openwhispr",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F5-OPENWHISPR-SR",
            "SR007F5-OPENWHISPR-HOME",
            "SR007F5-OPENWHISPR-PRICE",
            "SR007F5-OPENWHISPR-REPO",
            "SR007F5-OPENWHISPR-TERMS",
            "SR007F5-OPENWHISPR-PRIVACY"
          ],
          "note": "投资方档案自报2026成立；独立登记与品牌起点未核；公开桌面仓库/下载，云/BYOK/本地模式及付费价表；未安装测试。收入归属和缺项见公司/证据。",
          "companyId": "AI135"
        },
        {
          "id": "SR007R-C49",
          "name": "Orbits",
          "url": "https://speedrun.a16z.com/companies/orbits",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F6-ORBITS-SR",
            "SR007F6-ORBITS-HOME"
          ],
          "note": "投资方自报2026成立；主体/品牌起点及独立登记待核；当前免费入口；拟定变更/打电话先确认，购物车交第三方，未测试。财务与技术限制见明细。",
          "companyId": "AI136"
        },
        {
          "id": "SR007R-C50",
          "name": "Oruk",
          "url": "https://speedrun.a16z.com/companies/oruk",
          "categoryId": "C01",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F6-ORUK-SR",
            "SR007F6-ORUK-HOME",
            "SR007F6-ORUK-PRICE",
            "SR007F6-ORUK-TERMS",
            "SR007F6-ORUK-MODELS",
            "SR007F6-ORUK-SPEKO"
          ],
          "note": "投资方自报2026成立；主体/品牌起点及独立登记待核；公开模型/API价表，Resonance2预览需审批，第三方英语初步榜单已读但完整方法待核。财务与技术限制见明细。",
          "companyId": "AI137"
        },
        {
          "id": "SR007R-C51",
          "name": "Othello",
          "url": "https://speedrun.a16z.com/companies/othello",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F6-OTHELLO-SR",
            "SR007F6-OTHELLO-HOME",
            "SR007F6-OTHELLO-TERMS",
            "SR007F6-OTHELLO-ABOUT"
          ],
          "note": "投资方自报2026成立；主体/品牌起点及独立登记待核；live客户与收入为自报，官网预约/教练说明，实际合同与增益未独立核。财务与技术限制见明细。",
          "companyId": "AI138"
        },
        {
          "id": "SR007R-C52",
          "name": "Parca",
          "url": "https://speedrun.a16z.com/companies/parca",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F6-PARCA-SR",
            "SR007F6-PARCA-HOME"
          ],
          "note": "投资方自报2026成立；主体/品牌起点及独立登记待核；档案称部署两家头部房企，交付必经专业人士审核；官网仅标题，实际付款/资质未核。财务与技术限制见明细。",
          "companyId": "AI139"
        },
        {
          "id": "SR007R-C53",
          "name": "PhotonSpear",
          "url": "https://speedrun.a16z.com/companies/photonspear",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F6-PHOTONSPEAR-SR",
            "SR007F6-PHOTONSPEAR-HOME"
          ],
          "note": "2026成立、5人、洛杉矶为投资方自报，当前轨道国防硬件与演示器业务未明确AI任务，转pending-ai。官网300万美元合同为自述，不证授予履行或ARR；2028发射计划非当前在轨，只核商业边界，不收录武器实现/性能设计。"
        },
        {
          "id": "SR007R-C54",
          "name": "Phyvant",
          "url": "https://speedrun.a16z.com/companies/phyvant",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F6-PHYVANT-SR",
            "SR007F6-PHYVANT-HOME",
            "SR007F6-PHYVANT-TERMS",
            "SR007F6-PHYVANT-CASE"
          ],
          "note": "投资方自报2025成立；主体/品牌起点及独立登记待核；厂商案例称客户环境部署、异常转人；真实范围/合同及效果未独立核。财务与技术限制见明细。",
          "companyId": "AI140"
        },
        {
          "id": "SR007R-C55",
          "name": "PreMan",
          "url": "https://speedrun.a16z.com/companies/preman",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR26-PREMAN",
            "SR007F10-P-AI095"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI095"
        },
        {
          "id": "SR007R-C56",
          "name": "Primitive Labs",
          "url": "https://speedrun.a16z.com/companies/primitive-labs",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F7-PRIMITIVE-SR",
            "SR007F7-PRIMITIVE-HOME",
            "SR007F7-PRIMITIVE-INSTINCT",
            "SR007F7-PRIMITIVE-TERMS"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；官网产品/演示说明和条款，论文投稿/真实效果及付费未独立核。收费/数据/财务限制见公司与证据。",
          "companyId": "AI141"
        },
        {
          "id": "SR007R-C57",
          "name": "Proper Motion",
          "url": "https://speedrun.a16z.com/companies/proper-motion",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR-E-proper-motion",
            "SR007F10-P-AI063"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI063"
        },
        {
          "id": "SR007R-C58",
          "name": "Reelful",
          "url": "https://speedrun.a16z.com/companies/reelful",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F7-REELFUL-SR",
            "SR007F7-REELFUL-HOME",
            "SR007F7-REELFUL-TERMS"
          ],
          "note": "投资方自报2025成立；独立登记及品牌起点待核；iPhone/网页订阅入口及积分套餐，未下载剪辑/测试。收费/数据/财务限制见公司与证据。",
          "companyId": "AI142"
        },
        {
          "id": "SR007R-C59",
          "name": "Rhema Health",
          "url": "https://speedrun.a16z.com/companies/rhema-health",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F7-RHEMA-SR",
            "SR007F7-RHEMA-HOME",
            "SR007F7-RHEMA-TERMS"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；官网演示/升级路径，客户审核AI输出，SOC2进行中；实际付费未核。收费/数据/财务限制见公司与证据。",
          "companyId": "AI143"
        },
        {
          "id": "SR007R-C60",
          "name": "Rollup",
          "url": "https://speedrun.a16z.com/companies/rollup",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F7-ROLLUP-SR",
            "SR007F7-ROLLUP-HOME",
            "SR007F7-ROLLUP-TERMS",
            "SR007F7-ROLLUP-DATA"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；二进制iOS SDK需审核应用；签约cARR为自述，当前免费条款需核对应。收费/数据/财务限制见公司与证据。",
          "companyId": "AI144"
        },
        {
          "id": "SR007R-C61",
          "name": "Rumbo",
          "url": "https://speedrun.a16z.com/companies/rumbo",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F7-RUMBO-SR",
            "SR007F7-RUMBO-HOME",
            "SR007F7-RUMBO-TERMS"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；官网演示/预约与人工批准，未执行或核真实付款。收费/数据/财务限制见公司与证据。",
          "companyId": "AI145"
        },
        {
          "id": "SR007R-C62",
          "name": "Saru",
          "url": "https://speedrun.a16z.com/companies/saru",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F7-SARU-SR",
            "SR007F7-SARU-HOME"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；投资方描述明确任务，官网未读到正文，实际渠道/交付未核。收费/数据/财务限制见公司与证据。",
          "companyId": "AI146"
        },
        {
          "id": "SR007R-C63",
          "name": "scaledrive.ai",
          "url": "https://speedrun.a16z.com/companies/scaledriveai",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F8-SCALEDRIVE-SR",
            "SR007F8-SCALEDRIVE-HOME"
          ],
          "note": "投资方独立档案明确Founded2024，超2025/2026成立边界，不能以SR007推新成立。官网当前工业机器人AI任务与团队对应；paid pilots、TUV/效率和旧学术研究未独立核，不新建公司或财务观测。"
        },
        {
          "id": "SR007R-C64",
          "name": "SenseLab",
          "url": "https://speedrun.a16z.com/companies/senselab",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F8-SENSE-SR",
            "SR007F8-SENSE-HOME",
            "SR007F8-SENSE-BLOG",
            "SR007F8-SENSE-TERMS",
            "SR007F8-SENSE-DOCS",
            "SR007F8-SENSE-GITHUB"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；托管登录及SDK/自托管文档，代码反链未与主体对齐，实际付费/效果未核。收费/技术/财务归属见证据。",
          "companyId": "AI147"
        },
        {
          "id": "SR007R-C65",
          "name": "Sonder",
          "url": "https://speedrun.a16z.com/companies/sonder",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F8-SONDER-SR",
            "SR007F8-SONDER-HOME"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；投资方自述小模型与内部RL环境；官网403，实际制品/付费交付待核。收费/技术/财务归属见证据。",
          "companyId": "AI148"
        },
        {
          "id": "SR007R-C66",
          "name": "Sotant",
          "url": "https://speedrun.a16z.com/companies/sotant",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F8-SOTANT-SR",
            "SR007F8-SOTANT-HOME",
            "SR007F8-SOTANT-PRICE",
            "SR007F8-SOTANT-SERVICE"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；官网managed service与客户批准范围，异常/重大后果人工审核，实际付费合同未核。收费/技术/财务归属见证据。",
          "companyId": "AI149"
        },
        {
          "id": "SR007R-C67",
          "name": "Space",
          "url": "https://speedrun.a16z.com/companies/space",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F8-SPACE-SR",
            "SR007F8-SPACE-HOME",
            "SR007F8-SPACE-TERMS",
            "SR007F8-SPACE-ABOUT",
            "SR007F8-SPACE-DOCS",
            "SR007F8-SPACE-GITHUB"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；macOS/Linux下载与公开SDK文档，Windows未来；未安装或核性能/付费。收费/技术/财务归属见证据。",
          "companyId": "AI150"
        },
        {
          "id": "SR007R-C68",
          "name": "Spun Labs",
          "url": "https://speedrun.a16z.com/companies/spun-labs",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F8-SPUN-SR",
            "SR007F8-SPUN-HOME"
          ],
          "note": "投资方自报2025成立；独立登记及品牌起点待核；官网候补与投资方试点描述分列，具体卡发行/授信与实际付费未核。收费/技术/财务归属见证据。",
          "companyId": "AI151"
        },
        {
          "id": "SR007R-C69",
          "name": "Sterling",
          "url": "https://speedrun.a16z.com/companies/sterling",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F9-STERLING-SR",
            "SR007F9-STERLING-HOME",
            "SR007F9-STERLING-TERMS"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；官网销售联系及投资方4部署自述，真实履约/实付待核。财务和主体缺项见关联证据。",
          "companyId": "AI152"
        },
        {
          "id": "SR007R-C70",
          "name": "Superintelligence Foundry",
          "url": "https://speedrun.a16z.com/companies/superintelligence-foundry",
          "categoryId": "C01",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F9-SUPERINTELLIGENCEFOUNDRY-SR",
            "SR007F9-SUPERINTELLIGENCEFOUNDRY-HOME",
            "SR007F9-SUPER-ALIGN"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；研发说明及维护页公开文字，未取得可运行模型、产品合同或独立效果。财务和主体缺项见关联证据。",
          "companyId": "AI153"
        },
        {
          "id": "SR007R-C71",
          "name": "Switchfrog",
          "url": "https://speedrun.a16z.com/companies/switchfrog",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F9-SWITCHFROG-SR",
            "SR007F9-SWITCHFROG-HOME"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；early access与SDK示例，官网称与beta客户探索Agent席位计费；未安装或独立测。财务和主体缺项见关联证据。",
          "companyId": "AI154"
        },
        {
          "id": "SR007R-C72",
          "name": "Tenera",
          "url": "https://speedrun.a16z.com/companies/tenera",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR26-TENERA",
            "SR007F10-P-AI094"
          ],
          "note": "已重读投资方独立档案，成立年/人数与既有公司一致；复用原公司ID和财务观测，不重复计数。当前主营/主体/收入限制见新证据与公司核查。",
          "companyId": "AI094"
        },
        {
          "id": "SR007R-C73",
          "name": "Truli",
          "url": "https://speedrun.a16z.com/companies/truli",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F9-TRULI-SR",
            "SR007F9-TRULI-HOME",
            "SR007F9-TRULI-TERMS"
          ],
          "note": "投资方自报2025成立；独立登记及品牌起点待核；可读产品与登录/演示入口，重要合规结论需专业人工复核；实际付款未核。财务和主体缺项见关联证据。",
          "companyId": "AI155"
        },
        {
          "id": "SR007R-C74",
          "name": "Valent",
          "url": "https://speedrun.a16z.com/companies/valent",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F9-VALENT-SR",
            "SR007F9-VALENT-HOME",
            "SR007F9-VALENT-TERMS"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；销售联系、匿名制造商案例及投资方收入自述，平台交付须另签书面协议。财务和主体缺项见关联证据。",
          "companyId": "AI156"
        },
        {
          "id": "SR007R-C75",
          "name": "Vela Energy",
          "url": "https://speedrun.a16z.com/companies/vela-energy",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F9-VELAENERGY-SR",
            "SR007F9-VELAENERGY-HOME",
            "SR007F9-VELA-TERMS"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；产品工作流示例、权限和逐项动作审批，非自主电网控制或工程批准。财务和主体缺项见关联证据。",
          "companyId": "AI157"
        },
        {
          "id": "SR007R-C76",
          "name": "Vene Health",
          "url": "https://speedrun.a16z.com/companies/vene-health",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F9-VENEHEALTH-SR",
            "SR007F9-VENEHEALTH-HOME",
            "SR007F9-VENE-TERMS",
            "SR007F9-VENE-AFORE"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；消费者免费/Pro与组织赞助入口，需患者同意和限定行动范围，非诊断或急救服务。财务和主体缺项见关联证据。",
          "companyId": "AI158"
        },
        {
          "id": "SR007R-C77",
          "name": "Vound",
          "url": "https://speedrun.a16z.com/companies/vound",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F9-VOUND-SR",
            "SR007F9-VOUND-HOME"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；投资方仅简述业务，官网无可读正文，具体交付/制品待核。财务和主体缺项见关联证据。",
          "companyId": "AI159"
        },
        {
          "id": "SR007R-C78",
          "name": "Zoah",
          "url": "https://speedrun.a16z.com/companies/zoah",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F9-ZOAH-SR",
            "SR007F9-ZOAH-HOME",
            "SR007F9-ZOAH-TERMS"
          ],
          "note": "投资方自报2025成立；独立登记及品牌起点待核；官网early access及CLI/MCP说明；持续Operators标coming soon，未安装或跑产品。财务和主体缺项见关联证据。",
          "companyId": "AI160"
        },
        {
          "id": "SR007R-C79",
          "name": "Zorbe",
          "url": "https://speedrun.a16z.com/companies/zorbe",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SR007R-ROSTER",
            "SR007F9-ZORBE-SR",
            "SR007F9-ZORBE-HOME"
          ],
          "note": "投资方自报2026成立；独立登记及品牌起点待核；官网简短销售入口，投资方描述定制与运营；模型/源码、基准和付费交付未核。财务和主体缺项见关联证据。",
          "companyId": "AI161"
        }
      ]
    },
    {
      "id": "SR001-public-roster-2026-1",
      "sourceId": "S14",
      "url": "https://speedrun.a16z.com/api/companies/companyparams?limit=100&offset=0&cohort=SR001",
      "accessedAt": "2026-11-01",
      "scope": "公开匿名目录SR001有限单页，原记录数量/链接不变。当前0关联、0既有超年对照、25旧年不新增、0年份自报已读但AI/主体待核。原未读226档案现已逐一核成立字段；10个目录复用项保留既有证据、本轮未重读。批次不是成立年，成立自报不是独立注册/交付或财务核验。",
      "complete": false,
      "records": [
        {
          "id": "SR001R-C01",
          "name": "Canto Reality",
          "url": "https://speedrun.a16z.com/companies/canto-reality",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C01"
          ],
          "note": "已读独立档案，自报Founded 2023、7人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C02",
          "name": "Elsewhere",
          "url": "https://speedrun.a16z.com/companies/elsewhere",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C02"
          ],
          "note": "已读独立档案，自报Founded 2024、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C03",
          "name": "Ex-Human",
          "url": "https://speedrun.a16z.com/companies/ex-human",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C03"
          ],
          "note": "已读独立档案，自报Founded 2021、20人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C04",
          "name": "GGFolks",
          "url": "https://speedrun.a16z.com/companies/ggfolks",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C04"
          ],
          "note": "已读独立档案，自报Founded 2019、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C05",
          "name": "Househunt",
          "url": "https://speedrun.a16z.com/companies/househunt",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C05"
          ],
          "note": "已读独立档案，自报Founded 2023、3人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C06",
          "name": "Incite Interactive",
          "url": "https://speedrun.a16z.com/companies/incite-interactive",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C06"
          ],
          "note": "已读独立档案，自报Founded 2023、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C07",
          "name": "Level Headed Games",
          "url": "https://speedrun.a16z.com/companies/level-headed-games",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C07"
          ],
          "note": "已读独立档案，自报Founded 2023、9人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C08",
          "name": "Matchday",
          "url": "https://speedrun.a16z.com/companies/matchday",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C08"
          ],
          "note": "已读独立档案，自报Founded 2022、30人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C09",
          "name": "Neon",
          "url": "https://speedrun.a16z.com/companies/neon",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C09"
          ],
          "note": "已读独立档案，自报Founded 2022、20人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C10",
          "name": "Original Games",
          "url": "https://speedrun.a16z.com/companies/original-games",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C10"
          ],
          "note": "已读独立档案，自报Founded 2019、47人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C11",
          "name": "Rascal Games",
          "url": "https://speedrun.a16z.com/companies/rascal-games",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C11"
          ],
          "note": "已读独立档案，自报Founded 2023、10人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C12",
          "name": "Ray Browser",
          "url": "https://speedrun.a16z.com/companies/ray-browser",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C12"
          ],
          "note": "已读独立档案，自报Founded 2022、15人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C13",
          "name": "Rosebud AI",
          "url": "https://speedrun.a16z.com/companies/rosebud-ai",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C13"
          ],
          "note": "已读独立档案，自报Founded 2020、12人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C14",
          "name": "Runware",
          "url": "https://speedrun.a16z.com/companies/runware",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRALL1-P-RUNWARE"
          ],
          "note": "已读独立档案，投资方明确2023成立，超2025/2026边界；40人、伦敦，媒体生成统一API；速度/成本为自述，未新增财务。 不新增公司/财务，登记未独立核。"
        },
        {
          "id": "SR001R-C15",
          "name": "Sloyd",
          "url": "https://speedrun.a16z.com/companies/sloyd",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRALL1-P-SLOYD"
          ],
          "note": "已读独立档案，投资方明确2023成立，超2025/2026边界；12人、奥斯汀，AI辅助3D模板/图生3D；300K用户非付费或ARR。 不新增公司/财务，登记未独立核。"
        },
        {
          "id": "SR001R-C16",
          "name": "SuperGaming",
          "url": "https://speedrun.a16z.com/companies/supergaming",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C16"
          ],
          "note": "已读独立档案，自报Founded 2019、150人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C17",
          "name": "Talofa Games",
          "url": "https://speedrun.a16z.com/companies/talofa-games",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C17"
          ],
          "note": "已读独立档案，自报Founded 2019、10人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C18",
          "name": "The Possible Company",
          "url": "https://speedrun.a16z.com/companies/the-possible-company",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C18"
          ],
          "note": "已读独立档案，自报Founded 2023、2人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C19",
          "name": "Torbie",
          "url": "https://speedrun.a16z.com/companies/torbie",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C19"
          ],
          "note": "已读独立档案，自报Founded 2022、7人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C20",
          "name": "Trass Games",
          "url": "https://speedrun.a16z.com/companies/trass-games",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C20"
          ],
          "note": "已读独立档案，自报Founded 2021、13人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C21",
          "name": "Unleashed Games",
          "url": "https://speedrun.a16z.com/companies/unleashed-games",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C21"
          ],
          "note": "已读独立档案，自报Founded 2022、12人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C22",
          "name": "Uthana",
          "url": "https://speedrun.a16z.com/companies/uthana",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C22"
          ],
          "note": "已读独立档案，自报Founded 2023、8人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C23",
          "name": "Voidpet",
          "url": "https://speedrun.a16z.com/companies/voidpet",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C23"
          ],
          "note": "已读独立档案，自报Founded 2021、3人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C24",
          "name": "Windwalk",
          "url": "https://speedrun.a16z.com/companies/windwalk",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C24"
          ],
          "note": "已读独立档案，自报Founded 2018、30人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR001R-C25",
          "name": "Zibra AI",
          "url": "https://speedrun.a16z.com/companies/zibra-ai",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR001-ROSTER",
            "SRPRO1-P-SR001R-C25"
          ],
          "note": "已读独立档案，自报Founded 2021、14人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        }
      ]
    },
    {
      "id": "SR002-public-roster-2026-1",
      "sourceId": "S14",
      "url": "https://speedrun.a16z.com/api/companies/companyparams?limit=100&offset=0&cohort=SR002",
      "accessedAt": "2026-11-01",
      "scope": "公开匿名目录SR002有限单页，原记录数量/链接不变。当前0关联、0既有超年对照、25旧年不新增、0年份自报已读但AI/主体待核。原未读226档案现已逐一核成立字段；10个目录复用项保留既有证据、本轮未重读。批次不是成立年，成立自报不是独立注册/交付或财务核验。",
      "complete": false,
      "records": [
        {
          "id": "SR002R-C01",
          "name": "Aghanim",
          "url": "https://speedrun.a16z.com/companies/aghanim",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C01"
          ],
          "note": "已读独立档案，自报Founded 2023、52人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C02",
          "name": "Braid",
          "url": "https://speedrun.a16z.com/companies/braid",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C02"
          ],
          "note": "已读独立档案，自报Founded 2022、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C03",
          "name": "Clementine",
          "url": "https://speedrun.a16z.com/companies/clementine",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C03"
          ],
          "note": "已读独立档案，自报Founded 2024、3人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C04",
          "name": "Crater Studios",
          "url": "https://speedrun.a16z.com/companies/crater-studios",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C04"
          ],
          "note": "已读独立档案，自报Founded 2024、11人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C05",
          "name": "Dare Drop",
          "url": "https://speedrun.a16z.com/companies/dare-drop",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C05"
          ],
          "note": "已读独立档案，自报Founded 2019、10人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C06",
          "name": "Dream Voyage",
          "url": "https://speedrun.a16z.com/companies/dream-voyage",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C06"
          ],
          "note": "已读独立档案，自报Founded 2024、4人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C07",
          "name": "Drill Creative",
          "url": "https://speedrun.a16z.com/companies/drill-creative",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C07"
          ],
          "note": "已读独立档案，自报Founded 2023、2人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C08",
          "name": "First Day Entertainment",
          "url": "https://speedrun.a16z.com/companies/first-day-entertainment",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C08"
          ],
          "note": "已读独立档案，自报Founded 2024、2人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C09",
          "name": "Gamebeast",
          "url": "https://speedrun.a16z.com/companies/gamebeast",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C09"
          ],
          "note": "已读独立档案，自报Founded 2023、4人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C10",
          "name": "Gridsnap",
          "url": "https://speedrun.a16z.com/companies/gridsnap",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C10"
          ],
          "note": "已读独立档案，自报Founded 2024、3人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C11",
          "name": "Hedra",
          "url": "https://speedrun.a16z.com/companies/hedra",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRALL1-P-HEDRA"
          ],
          "note": "已读独立档案，投资方明确2023成立，超2025/2026边界；25人、旧金山，视觉推理/训练及定制模型；不归创始人后续新公司业绩。 不新增公司/财务，登记未独立核。"
        },
        {
          "id": "SR002R-C12",
          "name": "k-ID",
          "url": "https://speedrun.a16z.com/companies/k-id",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C12"
          ],
          "note": "已读独立档案，自报Founded 2023、50人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C13",
          "name": "Legion",
          "url": "https://speedrun.a16z.com/companies/legion",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C13"
          ],
          "note": "已读独立档案，自报Founded 2023、12人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C14",
          "name": "Lil Snack",
          "url": "https://speedrun.a16z.com/companies/lil-snack",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C14"
          ],
          "note": "已读独立档案，自报Founded 2023、7人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C15",
          "name": "LIVE AWARE",
          "url": "https://speedrun.a16z.com/companies/live-aware",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C15"
          ],
          "note": "已读独立档案，自报Founded 2023、7人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C16",
          "name": "Magic Circle Studio",
          "url": "https://speedrun.a16z.com/companies/magic-circle-studio",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C16"
          ],
          "note": "已读独立档案，自报Founded 2022、4人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C17",
          "name": "Neon Wild",
          "url": "https://speedrun.a16z.com/companies/neon-wild",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C17"
          ],
          "note": "已读独立档案，自报Founded 2021、2人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C18",
          "name": "Parhelion Studio Co.",
          "url": "https://speedrun.a16z.com/companies/parhelion-studio-co",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C18"
          ],
          "note": "已读独立档案，自报Founded 2024、6人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C19",
          "name": "Plutus Labs",
          "url": "https://speedrun.a16z.com/companies/plutus-labs",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C19"
          ],
          "note": "已读独立档案，自报Founded 2023、18人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C20",
          "name": "Qloud Games (Loftia)",
          "url": "https://speedrun.a16z.com/companies/qloud-games-loftia",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C20"
          ],
          "note": "已读独立档案，自报Founded 2022、26人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C21",
          "name": "Quago",
          "url": "https://speedrun.a16z.com/companies/quago",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C21"
          ],
          "note": "已读独立档案，自报Founded 2022、9人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C22",
          "name": "Rivet",
          "url": "https://speedrun.a16z.com/companies/rivet",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C22"
          ],
          "note": "已读独立档案，自报Founded 2023、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C23",
          "name": "StyleFrame",
          "url": "https://speedrun.a16z.com/companies/styleframe",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C23"
          ],
          "note": "已读独立档案，自报Founded 2023、12人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C24",
          "name": "Tractive",
          "url": "https://speedrun.a16z.com/companies/tractive",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C24"
          ],
          "note": "已读独立档案，自报Founded 2023、3人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR002R-C25",
          "name": "videogame.ai",
          "url": "https://speedrun.a16z.com/companies/videogameai",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR002-ROSTER",
            "SRPRO1-P-SR002R-C25"
          ],
          "note": "已读独立档案，自报Founded 2023、7人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        }
      ]
    },
    {
      "id": "SR003-public-roster-2026-1",
      "sourceId": "S14",
      "url": "https://speedrun.a16z.com/api/companies/companyparams?limit=100&offset=0&cohort=SR003",
      "accessedAt": "2026-11-01",
      "scope": "公开匿名目录SR003有限单页，原记录数量/链接不变。当前0关联、0既有超年对照、32旧年不新增、0年份自报已读但AI/主体待核。原未读226档案现已逐一核成立字段；10个目录复用项保留既有证据、本轮未重读。批次不是成立年，成立自报不是独立注册/交付或财务核验。",
      "complete": false,
      "records": [
        {
          "id": "SR003R-C01",
          "name": "2weeks",
          "url": "https://speedrun.a16z.com/companies/2weeks",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C01"
          ],
          "note": "已读独立档案，自报Founded 2024、4人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C02",
          "name": "Adzap",
          "url": "https://speedrun.a16z.com/companies/adzap",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C02"
          ],
          "note": "已读独立档案，自报Founded 2024、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C03",
          "name": "AvatarOS",
          "url": "https://speedrun.a16z.com/companies/avataros",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C03"
          ],
          "note": "已读独立档案，自报Founded 2023、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C04",
          "name": "Clouted",
          "url": "https://speedrun.a16z.com/companies/clouted",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C04"
          ],
          "note": "已读独立档案，自报Founded 2024、25人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C05",
          "name": "Communion",
          "url": "https://speedrun.a16z.com/companies/communion",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C05"
          ],
          "note": "已读独立档案，自报Founded 2023、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C06",
          "name": "Definitely Games",
          "url": "https://speedrun.a16z.com/companies/definitely-games",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C06"
          ],
          "note": "已读独立档案，自报Founded 2024、2人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C07",
          "name": "Echo Chunk",
          "url": "https://speedrun.a16z.com/companies/echo-chunk",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C07"
          ],
          "note": "已读独立档案，自报Founded 2024、3人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C08",
          "name": "Eclipsa AI",
          "url": "https://speedrun.a16z.com/companies/eclipsa-ai",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C08"
          ],
          "note": "已读独立档案，自报Founded 2024、6人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C09",
          "name": "Else",
          "url": "https://speedrun.a16z.com/companies/else",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C09"
          ],
          "note": "已读独立档案，自报Founded 2024、2人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C10",
          "name": "Endo Health",
          "url": "https://speedrun.a16z.com/companies/endo-health",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C10"
          ],
          "note": "已读独立档案，自报Founded 2024、4人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C11",
          "name": "Entropia",
          "url": "https://speedrun.a16z.com/companies/entropia",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C11"
          ],
          "note": "已读独立档案，自报Founded 2024、10人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C12",
          "name": "Exia Labs",
          "url": "https://speedrun.a16z.com/companies/exia-labs",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C12"
          ],
          "note": "已读独立档案，自报Founded 2024、6人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C13",
          "name": "Flat2VR Studios",
          "url": "https://speedrun.a16z.com/companies/flat2vr-studios",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C13"
          ],
          "note": "已读独立档案，自报Founded 2022、40人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C14",
          "name": "Hatsu Labs",
          "url": "https://speedrun.a16z.com/companies/hatsu-labs",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C14"
          ],
          "note": "已读独立档案，自报Founded 2024、10人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C15",
          "name": "Human Computer",
          "url": "https://speedrun.a16z.com/companies/human-computer",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C15"
          ],
          "note": "已读独立档案，自报Founded 2023、11人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C16",
          "name": "Keewano",
          "url": "https://speedrun.a16z.com/companies/keewano",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C16"
          ],
          "note": "已读独立档案，自报Founded 2024、20人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C17",
          "name": "LFG",
          "url": "https://speedrun.a16z.com/companies/lfg",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C17"
          ],
          "note": "已读独立档案，自报Founded 2024、15人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C18",
          "name": "Little Umbrella",
          "url": "https://speedrun.a16z.com/companies/little-umbrella",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C18"
          ],
          "note": "已读独立档案，自报Founded 2023、6人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C19",
          "name": "Manifest",
          "url": "https://speedrun.a16z.com/companies/manifest",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C19"
          ],
          "note": "已读独立档案，自报Founded 2024、3人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C20",
          "name": "NoMi",
          "url": "https://speedrun.a16z.com/companies/nomi",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C20"
          ],
          "note": "已读独立档案，自报Founded 2023、4人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C21",
          "name": "nunu.ai",
          "url": "https://speedrun.a16z.com/companies/nunuai",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C21"
          ],
          "note": "已读独立档案，自报Founded 2022、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C22",
          "name": "Orbital",
          "url": "https://speedrun.a16z.com/companies/orbital",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C22"
          ],
          "note": "已读独立档案，自报Founded 2024、8人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C23",
          "name": "Refactor Games",
          "url": "https://speedrun.a16z.com/companies/refactor-games",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C23"
          ],
          "note": "已读独立档案，自报Founded 2021、26人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C24",
          "name": "RUNREAL",
          "url": "https://speedrun.a16z.com/companies/runreal",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C24"
          ],
          "note": "已读独立档案，自报Founded 2024、4人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C25",
          "name": "Schemata",
          "url": "https://speedrun.a16z.com/companies/schemata",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C25"
          ],
          "note": "已读独立档案，自报Founded 2023、14人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C26",
          "name": "Sekai",
          "url": "https://speedrun.a16z.com/companies/sekai",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C26"
          ],
          "note": "已读独立档案，自报Founded 2024、15人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C27",
          "name": "SomeSome",
          "url": "https://speedrun.a16z.com/companies/somesome",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C27"
          ],
          "note": "已读独立档案，自报Founded 2023、6人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C28",
          "name": "Soundmap",
          "url": "https://speedrun.a16z.com/companies/soundmap",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C28"
          ],
          "note": "已读独立档案，自报Founded 2022、4人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C29",
          "name": "Spark Space",
          "url": "https://speedrun.a16z.com/companies/spark-space",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C29"
          ],
          "note": "已读独立档案，自报Founded 2024、3人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C30",
          "name": "TaleMonster Games",
          "url": "https://speedrun.a16z.com/companies/talemonster-games",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C30"
          ],
          "note": "已读独立档案，自报Founded 2024、8人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C31",
          "name": "TapTap Live",
          "url": "https://speedrun.a16z.com/companies/taptap-live",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C31"
          ],
          "note": "已读独立档案，自报Founded 2023、4人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR003R-C32",
          "name": "VRL",
          "url": "https://speedrun.a16z.com/companies/vrl",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR003-ROSTER",
            "SRPRO1-P-SR003R-C32"
          ],
          "note": "已读独立档案，自报Founded 2024、2人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        }
      ]
    },
    {
      "id": "SR004-public-roster-2026-1",
      "sourceId": "S14",
      "url": "https://speedrun.a16z.com/api/companies/companyparams?limit=100&offset=0&cohort=SR004",
      "accessedAt": "2026-11-01",
      "scope": "公开SR004有限名单42项，2关联、36旧年、0既有超年、2品牌/年份待核、2AI主营/当前交付待核。成立/团队为公开自报；目录完整不等注册/产品/财务均审完，原位置/链接不变。",
      "complete": false,
      "records": [
        {
          "id": "SR004R-C01",
          "name": "Alpaka Games",
          "url": "https://speedrun.a16z.com/companies/alpaka-games",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C01"
          ],
          "note": "已读独立档案，自报Founded 2024、6人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C02",
          "name": "Atorie",
          "url": "https://speedrun.a16z.com/companies/atorie",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C02"
          ],
          "note": "已读独立档案，自报Founded 2024、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C03",
          "name": "Checkmate",
          "url": "https://speedrun.a16z.com/companies/checkmate",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C03"
          ],
          "note": "已读独立档案，自报Founded 2024、2人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C04",
          "name": "Cheddr",
          "url": "https://speedrun.a16z.com/companies/cheddr",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C04"
          ],
          "note": "已读独立档案，自报Founded 2024、3人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C05",
          "name": "Chronicler",
          "url": "https://speedrun.a16z.com/companies/chronicler",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C05"
          ],
          "note": "已读独立档案，自报Founded 2024、3人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C06",
          "name": "Circle Games",
          "url": "https://speedrun.a16z.com/companies/circle-games",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C06"
          ],
          "note": "已读独立档案，自报Founded 2024、11人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C07",
          "name": "Clubs Poker",
          "url": "https://speedrun.a16z.com/companies/clubs-poker",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C07"
          ],
          "note": "已读独立档案，自报Founded 2023、49人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C08",
          "name": "Coverd",
          "url": "https://speedrun.a16z.com/companies/coverd",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C08",
            "SR004F2-COVERD-HOME",
            "SR004F2-COVERD-TERMS"
          ],
          "note": "自报2025；官网三产品为游戏、实物卡牌及信用卡候补，未读到具体AI主营。保留pending-ai，不把投资/技术履历、充值及返现作AI软件收入。"
        },
        {
          "id": "SR004R-C09",
          "name": "Coverstar",
          "url": "https://speedrun.a16z.com/companies/coverstar",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C09"
          ],
          "note": "已读独立档案，自报Founded 2023、9人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C10",
          "name": "Darwin",
          "url": "https://speedrun.a16z.com/companies/darwin",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C10"
          ],
          "note": "已读独立档案，自报Founded 2024、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C11",
          "name": "Dial",
          "url": "https://speedrun.a16z.com/companies/dial",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C11",
            "SR004F2-DIAL-HOME",
            "SR004F2-DIAL-TERMS",
            "SR004F2-GENWAY-REGISTER",
            "SR004F2-GENWAY-DEALROOM"
          ],
          "note": "AI Agent通信业务已明确，但Dial为Genway品牌；条款编号516887684与登记转载2023-11-08及Dealroom2023对应，和投资方2025有范围差异。美国母公司注册、产品/品牌起点待核，转pending-year而非凭品牌新日期新增公司。"
        },
        {
          "id": "SR004R-C12",
          "name": "Double Dusk",
          "url": "https://speedrun.a16z.com/companies/double-dusk",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C12"
          ],
          "note": "已读独立档案，自报Founded 2024、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C13",
          "name": "Double Fifth",
          "url": "https://speedrun.a16z.com/companies/double-fifth",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C13"
          ],
          "note": "已读独立档案，自报Founded 2024、2人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C14",
          "name": "Edgar",
          "url": "https://speedrun.a16z.com/companies/edgar",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C14"
          ],
          "note": "已读独立档案，自报Founded 2024、10人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C15",
          "name": "Figment",
          "url": "https://speedrun.a16z.com/companies/figment",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C15",
            "SR004F2-FIGMENT-PROFILE",
            "SR004F2-FIGMENT-ACCESS"
          ],
          "note": "自报2025、3人；档案明确互动AI叙事/创作工具，但官网只读连接重置，当前上线交付、收费及主体待核；不从访问失败推停业或零收入。"
        },
        {
          "id": "SR004R-C16",
          "name": "FLORA",
          "url": "https://speedrun.a16z.com/companies/flora",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRALL1-P-FLORA"
          ],
          "note": "已读独立档案，投资方明确2024成立，超2025/2026边界；8人、纽约，生成式创意画布/工作流；名企采用不等已核付款。 不新增公司/财务，登记未独立核。"
        },
        {
          "id": "SR004R-C17",
          "name": "Ghosted",
          "url": "https://speedrun.a16z.com/companies/ghosted",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C17"
          ],
          "note": "已读独立档案，自报Founded 2024、6人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C18",
          "name": "Greathorn Games",
          "url": "https://speedrun.a16z.com/companies/greathorn-games",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C18"
          ],
          "note": "已读独立档案，自报Founded 2024、4人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C19",
          "name": "Hooper",
          "url": "https://speedrun.a16z.com/companies/hooper",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C19"
          ],
          "note": "已读独立档案，自报Founded 2024、3人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C20",
          "name": "Human²",
          "url": "https://speedrun.a16z.com/companies/human2",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C20",
            "SR004F2-HUMAN-HOME",
            "SR004F2-HUMAN-TERMS",
            "SR004F2-WAVEFUL-APPLE"
          ],
          "note": "Human²条款自称Waveful Inc.品牌，Apple同卖方app.waveful产品发布2020-12-12；投资方2025可能为品牌/业务起点。产品日不是注册日，转pending-year待沿革；Daas/Waveful/Institute不重复当三家新公司。"
        },
        {
          "id": "SR004R-C21",
          "name": "Intangible",
          "url": "https://speedrun.a16z.com/companies/intangible",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRALL1-P-INTANGIBLE"
          ],
          "note": "已读独立档案，投资方明确2024成立，超2025/2026边界；12人、旧金山，AI3D/世界模型创意平台；150K客户自述及竞品年费不当自身收入。 不新增公司/财务，登记未独立核。"
        },
        {
          "id": "SR004R-C22",
          "name": "Kitbash",
          "url": "https://speedrun.a16z.com/companies/kitbash",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C22"
          ],
          "note": "已读独立档案，自报Founded 2024、2人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C23",
          "name": "Layerpath",
          "url": "https://speedrun.a16z.com/companies/layerpath",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C23"
          ],
          "note": "已读独立档案，自报Founded 2024、6人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C24",
          "name": "Mara",
          "url": "https://speedrun.a16z.com/companies/mara",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C24"
          ],
          "note": "已读独立档案，自报Founded 2024、7人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C25",
          "name": "Marlo",
          "url": "https://speedrun.a16z.com/companies/marlo",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C25",
            "SR004F2-MARLO-HOME",
            "SR004F2-MARLO-TERMS"
          ],
          "note": "投资方自报2025成立、当前AI主营与官网/条款可对应，已关联；注册、正式合同/付款和技术效果未独立核。",
          "companyId": "AI168"
        },
        {
          "id": "SR004R-C26",
          "name": "Mini Studio",
          "url": "https://speedrun.a16z.com/companies/mini-studio",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C26"
          ],
          "note": "已读独立档案，自报Founded 2022、10人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C27",
          "name": "Moku",
          "url": "https://speedrun.a16z.com/companies/moku",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C27"
          ],
          "note": "已读独立档案，自报Founded 2021、15人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C28",
          "name": "Nativ",
          "url": "https://speedrun.a16z.com/companies/nativ",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C28"
          ],
          "note": "已读独立档案，自报Founded 2024、2人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C29",
          "name": "Nexad",
          "url": "https://speedrun.a16z.com/companies/nexad",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C29"
          ],
          "note": "已读独立档案，自报Founded 2024、6人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C30",
          "name": "Nilo",
          "url": "https://speedrun.a16z.com/companies/nilo",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C30"
          ],
          "note": "已读独立档案，自报Founded 2024、20人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C31",
          "name": "o1.exchange",
          "url": "https://speedrun.a16z.com/companies/o1exchange",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C31"
          ],
          "note": "已读独立档案，自报Founded 2024、20人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C32",
          "name": "Outcome",
          "url": "https://speedrun.a16z.com/companies/outcome",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C32"
          ],
          "note": "已读独立档案，自报Founded 2022、6人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C33",
          "name": "Plots",
          "url": "https://speedrun.a16z.com/companies/plots",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C33"
          ],
          "note": "已读独立档案，自报Founded 2023、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C34",
          "name": "Rehearsals",
          "url": "https://speedrun.a16z.com/companies/rehearsals",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C34",
            "SR004F2-REHEARSALS-HOME",
            "SR004F2-REHEARSALS-PRICE",
            "SR004F2-REHEARSALS-TERMS",
            "SR004F2-REHEARSALS-BENCH"
          ],
          "note": "投资方自报2025成立、当前AI主营与官网/条款可对应，已关联；注册、正式合同/付款和技术效果未独立核。",
          "companyId": "AI169"
        },
        {
          "id": "SR004R-C35",
          "name": "Sitch",
          "url": "https://speedrun.a16z.com/companies/sitch",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C35"
          ],
          "note": "已读独立档案，自报Founded 2023、2人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C36",
          "name": "Spekter Games",
          "url": "https://speedrun.a16z.com/companies/spekter-games",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C36"
          ],
          "note": "已读独立档案，自报Founded 2024、11人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C37",
          "name": "Sunflower",
          "url": "https://speedrun.a16z.com/companies/sunflower",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C37"
          ],
          "note": "已读独立档案，自报Founded 2024、7人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C38",
          "name": "SweatPals",
          "url": "https://speedrun.a16z.com/companies/sweatpals",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C38"
          ],
          "note": "已读独立档案，自报Founded 2022、14人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C39",
          "name": "Talus Robotics",
          "url": "https://speedrun.a16z.com/companies/talus-robotics",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C39"
          ],
          "note": "已读独立档案，自报Founded 2024、12人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C40",
          "name": "trophi.ai",
          "url": "https://speedrun.a16z.com/companies/trophiai",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C40"
          ],
          "note": "已读独立档案，自报Founded 2022、15人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C41",
          "name": "Unbound",
          "url": "https://speedrun.a16z.com/companies/unbound",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C41"
          ],
          "note": "已读独立档案，自报Founded 2022、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR004R-C42",
          "name": "Valor",
          "url": "https://speedrun.a16z.com/companies/valor",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR004-ROSTER",
            "SRPRO1-P-SR004R-C42"
          ],
          "note": "已读独立档案，自报Founded 2023、7人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        }
      ]
    },
    {
      "id": "SR005-public-roster-2026-1",
      "sourceId": "S14",
      "url": "https://speedrun.a16z.com/api/companies/companyparams?limit=100&offset=0&cohort=SR005",
      "accessedAt": "2026-11-01",
      "scope": "公开有限名单59项；25关联、21旧年、1既有超年、0品牌/年份待核、12当前AI/主体待核。本轮补完初始通用备注为具体官网/字段/身份及收入缺项；保留未决并非全部产品/财务独立验证。",
      "complete": false,
      "records": [
        {
          "id": "SR005R-C01",
          "name": "Agent Astra",
          "url": "https://speedrun.a16z.com/companies/agent-astra",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRALL1-P-AGENT-ASTRA"
          ],
          "note": "已读独立档案，投资方明确2022成立，超2025/2026边界；7人、纽约，运营自有货代业务；目标EBITDA倍数和旧MetaMap ARR/融资不归本公司已实现收入。 不新增公司/财务，登记未独立核。"
        },
        {
          "id": "SR005R-C02",
          "name": "Ambiguous AI",
          "url": "https://speedrun.a16z.com/companies/ambiguous-ai",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C02",
            "SRPRO1-AMBIGUOUS-HOME"
          ],
          "note": "自报2025成立及当前AI任务与可读官网对应，已关联；登记、实际合同/收入和技术效果未独立核。",
          "companyId": "AI162"
        },
        {
          "id": "SR005R-C03",
          "name": "Anchr",
          "url": "https://speedrun.a16z.com/companies/anchr",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C03",
            "SRPRO1-ANCHR-HOME",
            "SRPRO1-ANCHR-TERMS"
          ],
          "note": "自报2025成立及当前AI任务与可读官网对应，已关联；登记、实际合同/收入和技术效果未独立核。",
          "companyId": "AI163"
        },
        {
          "id": "SR005R-C04",
          "name": "AndThen",
          "url": "https://speedrun.a16z.com/companies/andthen",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C04",
            "SRPRO1-ANDTHEN-HOME",
            "SRPRO1-ANDTHEN-TERMS"
          ],
          "note": "自报2025成立及当前AI任务与可读官网对应，已关联；登记、实际合同/收入和技术效果未独立核。",
          "companyId": "AI164"
        },
        {
          "id": "SR005R-C05",
          "name": "Argu AI",
          "url": "https://speedrun.a16z.com/companies/argu-ai",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C05"
          ],
          "note": "已读独立档案，自报Founded 2024、9人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C06",
          "name": "Arise",
          "url": "https://speedrun.a16z.com/companies/arise",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C06",
            "SRPRO1-ARISE-HOME"
          ],
          "note": "自报2025成立及当前AI任务与可读官网对应，已关联；登记、实际合同/收入和技术效果未独立核。",
          "companyId": "AI165"
        },
        {
          "id": "SR005R-C07",
          "name": "Artifact AI",
          "url": "https://speedrun.a16z.com/companies/artifact-ai",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C07"
          ],
          "note": "已读独立档案，自报Founded 2024、12人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C08",
          "name": "Atrios",
          "url": "https://speedrun.a16z.com/companies/atrios",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C08",
            "SRCLOSE1-SR005R-C08"
          ],
          "note": "现官网为Ace工具/优惠推荐、连接个人助手与有偿人际引荐；AI供应商标签和MCP连接本身不证核心AI由Atrios提供，具体AI任务/人工比例、引荐费/分账及当前合同未知，保留主营待核。免费249价值诊断/奖励和客户节省非平台收入。"
        },
        {
          "id": "SR005R-C09",
          "name": "Avenir AI",
          "url": "https://speedrun.a16z.com/companies/avenir-ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C09",
            "SRPRO1-AVENIR-HOME"
          ],
          "note": "自报2025成立及当前AI任务与可读官网对应，已关联；登记、实际合同/收入和技术效果未独立核。",
          "companyId": "AI166"
        },
        {
          "id": "SR005R-C10",
          "name": "Axon",
          "url": "https://speedrun.a16z.com/companies/axon",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C10"
          ],
          "note": "已读独立档案，自报Founded 2024、2人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C11",
          "name": "Bead AI",
          "url": "https://speedrun.a16z.com/companies/bead-ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C11",
            "SRPRO1-BEAD-HOME",
            "SRPRO1-BEAD-TERMS"
          ],
          "note": "自报2025成立及当前AI任务与可读官网对应，已关联；登记、实际合同/收入和技术效果未独立核。",
          "companyId": "AI167"
        },
        {
          "id": "SR005R-C12",
          "name": "bins",
          "url": "https://speedrun.a16z.com/companies/bins",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C12",
            "SRCLOSE1-SR005R-C12"
          ],
          "note": "普通HTTP403但浏览器可读其App Store：Bins Inc.二手P2P市场、照片创建商品/个性推荐、免费入口。具体AI实现/平台佣金未明，保留主营待核；实物交易总额/评分和免费应用不代净费或零收入。"
        },
        {
          "id": "SR005R-C13",
          "name": "BotBot",
          "url": "https://speedrun.a16z.com/companies/botbot",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C13",
            "SR005F3-BOTBOT-HOME"
          ],
          "note": "投资方2025字段与当前AI主营对应，官网/条款补核后关联；登记原件、实际合同/净费与技术效果未独立核。",
          "companyId": "AI170"
        },
        {
          "id": "SR005R-C14",
          "name": "Brief",
          "url": "https://speedrun.a16z.com/companies/brief",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C14"
          ],
          "note": "已读独立档案，自报Founded 2024、2人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C15",
          "name": "Color",
          "url": "https://speedrun.a16z.com/companies/color",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C15"
          ],
          "note": "已读独立档案，自报Founded 2023、10人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C16",
          "name": "Creed",
          "url": "https://speedrun.a16z.com/companies/creed",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C16",
            "SRCLOSE1-SR005R-C16",
            "SRCLOSE1-CREED-USERS"
          ],
          "note": "档案官网字段为空，仅有Creed Labs语音AI工作室/首产品自述；500K+用户、正单位经济无日期/付费/成本底表。缺当前独立产品网址和具体交付/收费，保留待核，不猜同名网址或推MRR。"
        },
        {
          "id": "SR005R-C17",
          "name": "Dex",
          "url": "https://speedrun.a16z.com/companies/dex",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C17",
            "SR005F3-DEX-HOME",
            "SR005F3-DEX-COMPANIES",
            "SR005F3-DEX-TERMS",
            "SR005F3-DEX-REGISTER",
            "SR005F3-DEX-ACCOUNTS"
          ],
          "note": "投资方2025字段与当前AI主营对应，官网/条款补核后关联；Dex同编号英国官方登记2025-02-26，2025公开申报未公开损益表、并非审计，收入仍未知。",
          "companyId": "AI171"
        },
        {
          "id": "SR005R-C18",
          "name": "Dispatcher",
          "url": "https://speedrun.a16z.com/companies/dispatcher",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C18",
            "SRROBOT1-DISPATCHER-HOME",
            "SRROBOT1-DISPATCHER-TERMS"
          ],
          "note": "2025自报及当前AI任务与官网对应，按实际工作/实体交付分类；封闭beta、候补/预订、未来收费及法律/技术限制分别保留，不认已核收入或独立性能。",
          "companyId": "AI209"
        },
        {
          "id": "SR005R-C19",
          "name": "doublespeed",
          "url": "https://speedrun.a16z.com/companies/doublespeed",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C19",
            "SRCLOSE1-SR005R-C19"
          ],
          "note": "官网当前AI社交内容/托管账号运营及人工微调与档案一致，关联客户运营；具体价格、实收/平台分账及人工/内容/账号维护成本未公开，仅业务分类不搭建自动账号或推广。",
          "companyId": "AI216"
        },
        {
          "id": "SR005R-C20",
          "name": "EverCurrent",
          "url": "https://speedrun.a16z.com/companies/evercurrent",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C20",
            "SR005F3-EVERCURRENT-HOME",
            "SR005F3-EVERCURRENT-TERMS"
          ],
          "note": "投资方2025字段与当前AI主营对应，官网/条款补核后关联；登记原件、实际合同/净费与技术效果未独立核。",
          "companyId": "AI172"
        },
        {
          "id": "SR005R-C21",
          "name": "Ezra AI Labs",
          "url": "https://speedrun.a16z.com/companies/ezra-ai-labs",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C21"
          ],
          "note": "已读独立档案，自报Founded 2024、4人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C22",
          "name": "Fearn",
          "url": "https://speedrun.a16z.com/companies/fearn",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C22",
            "SRCARE1-FEARN-HOME",
            "SRCARE1-FEARN-PRICE",
            "SRCARE1-FEARN-TERMS"
          ],
          "note": "2025自报与当前AI交付已对应；保留公开人数/价格/服务及主体缺项，独立登记/实际付款未知，不将客户效果、硬件购买或定义不明run rate作ARR。",
          "companyId": "AI190"
        },
        {
          "id": "SR005R-C23",
          "name": "First Voyage",
          "url": "https://speedrun.a16z.com/companies/first-voyage",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "archive-only",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SR25-FIRST-VOYAGE"
          ],
          "note": "按完全相同的投资方独立档案URL复用既有公司，非按名字猜测；本批仅名单，既有年份/主营证据链接原记录，不新增公司/财务。",
          "companyId": "AI099"
        },
        {
          "id": "SR005R-C24",
          "name": "Forgepoint",
          "url": "https://speedrun.a16z.com/companies/forgepoint",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C24",
            "SR005F3-FORGEPOINT-HOME",
            "SR005F3-FORGEPOINT-SECURITY"
          ],
          "note": "投资方2025字段与当前AI主营对应，官网/条款补核后关联；登记原件、实际合同/净费与技术效果未独立核。",
          "companyId": "AI173"
        },
        {
          "id": "SR005R-C25",
          "name": "General Magic",
          "url": "https://speedrun.a16z.com/companies/general-magic",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C25"
          ],
          "note": "已读独立档案，自报Founded 2024、8人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C26",
          "name": "Jigsaw",
          "url": "https://speedrun.a16z.com/companies/jigsaw",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C26",
            "SR005F3-JIGSAW-HOME",
            "SR005F3-JIGSAW-ABOUT"
          ],
          "note": "投资方2025字段与当前AI主营对应，官网/条款补核后关联；登记原件、实际合同/净费与技术效果未独立核。",
          "companyId": "AI174"
        },
        {
          "id": "SR005R-C27",
          "name": "Jooba",
          "url": "https://speedrun.a16z.com/companies/jooba",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C27",
            "SR005F3-JOOBA-HOME",
            "SR005F3-JOOBA-TERMS",
            "SR005F3-JOOBA-PRIVACY"
          ],
          "note": "投资方2025字段与当前AI主营对应，官网/条款补核后关联；登记原件、实际合同/净费与技术效果未独立核。",
          "companyId": "AI175"
        },
        {
          "id": "SR005R-C28",
          "name": "Kanu AI",
          "url": "https://speedrun.a16z.com/companies/kanu-ai",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C28",
            "SR005F4-KANU-HOME",
            "SR005F4-KANU-DEPLOY",
            "SR005F4-KANU-TERMS"
          ],
          "note": "自报2025与当前AI交付已人工对应，官网/条款关联；注册原件、实际合同/净费、付费留存和技术效果仍未独立核。",
          "companyId": "AI176"
        },
        {
          "id": "SR005R-C29",
          "name": "Kintow",
          "url": "https://speedrun.a16z.com/companies/kintow",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C29"
          ],
          "note": "已读独立档案，自报Founded 2024、4人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C30",
          "name": "Lekondo",
          "url": "https://speedrun.a16z.com/companies/lekondo",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C30",
            "SRCLOSE1-SR005R-C30"
          ],
          "note": "普通HTTP403，浏览器当前官网可读服装审美/ontology研究及商店/应用入口，AI具体任务和商业交付未明。保留主营待核，不把服装研究/AI投资批次当AI营收或从抓取失败推停业。"
        },
        {
          "id": "SR005R-C31",
          "name": "Limy AI",
          "url": "https://speedrun.a16z.com/companies/limy-ai",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C31",
            "SR005F4-LIMY-HOME",
            "SR005F4-LIMY-TERMS"
          ],
          "note": "自报2025与当前AI交付已人工对应，官网/条款关联；注册原件、实际合同/净费、付费留存和技术效果仍未独立核。",
          "companyId": "AI177"
        },
        {
          "id": "SR005R-C32",
          "name": "Loan Labs",
          "url": "https://speedrun.a16z.com/companies/loan-labs",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C32"
          ],
          "note": "已读独立档案，自报Founded 2024、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C33",
          "name": "Logical Health",
          "url": "https://speedrun.a16z.com/companies/logical-health",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C33",
            "SRCARE1-LOGICAL-HOME",
            "SRCARE1-LOGICAL-LEGAL",
            "SRCARE1-LOGICAL-SR"
          ],
          "note": "2025自报与当前AI交付已对应；保留公开人数/价格/服务及主体缺项，独立登记/实际付款未知，不将客户效果、硬件购买或定义不明run rate作ARR。",
          "companyId": "AI191"
        },
        {
          "id": "SR005R-C34",
          "name": "Luvu",
          "url": "https://speedrun.a16z.com/companies/luvu",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C34",
            "SRCLOSE1-SR005R-C34"
          ],
          "note": "withbasis.co HTTP200仅JavaScript解包提示，浏览抓取超时；原Luvu档案标题为Basis/The Human Foundation behind Frontier AI，当前品牌/主体及具体交付未核。未执行包或借同名Basis公司，保留待核。"
        },
        {
          "id": "SR005R-C35",
          "name": "Margin",
          "url": "https://speedrun.a16z.com/companies/margin",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C35",
            "SRFIN1-MARGIN-HOME",
            "SRFIN1-MARGIN-SR"
          ],
          "note": "当前官网仅AI-native financial infrastructure，原动态奖励/消费信贷描述未获具体交付/主体和收费验证，保留pending-ai；不把奖励/消费/贷款额作自身收入。"
        },
        {
          "id": "SR005R-C36",
          "name": "Metal",
          "url": "https://speedrun.a16z.com/companies/metal",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C36"
          ],
          "note": "已读独立档案，自报Founded 2023、22人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C37",
          "name": "Moescape AI",
          "url": "https://speedrun.a16z.com/companies/moescape-ai",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C37"
          ],
          "note": "已读独立档案，自报Founded 2023、14人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C38",
          "name": "Moona Health",
          "url": "https://speedrun.a16z.com/companies/moona-health",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C38"
          ],
          "note": "已读独立档案，自报Founded 2024、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C39",
          "name": "Nexxa.ai",
          "url": "https://speedrun.a16z.com/companies/nexxaai",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C39"
          ],
          "note": "已读独立档案，自报Founded 2023、9人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C40",
          "name": "Ocoder",
          "url": "https://speedrun.a16z.com/companies/ocoder",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C40",
            "SRCLOSE1-SR005R-C40"
          ],
          "note": "档案官网字段为空，原述非技术人员在真实代码库构建/共享方案工具；具体当前产品/代码权限/收费与法律主体未核。保留待核，不猜同名Ocoder网址或以vibe coding标签推现有交付。"
        },
        {
          "id": "SR005R-C41",
          "name": "Oleum",
          "url": "https://speedrun.a16z.com/companies/oleum",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C41",
            "SRCLOSE1-SR005R-C41"
          ],
          "note": "档案官网字段为空，原述AI数据交互和未来基础设施愿景；具体当前产品、客户和收费未知。保留待核，不将未来通用层愿景当当前服务或关联同名能源公司。"
        },
        {
          "id": "SR005R-C42",
          "name": "Pen.dev",
          "url": "https://speedrun.a16z.com/companies/pendev",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C42",
            "SR005F4-PEN-HOME",
            "SR005F4-PEN-PRICE",
            "SR005F4-PEN-TERMS"
          ],
          "note": "自报2025与当前AI交付已人工对应，官网/条款关联；注册原件、实际合同/净费、付费留存和技术效果仍未独立核。",
          "companyId": "AI178"
        },
        {
          "id": "SR005R-C43",
          "name": "Prepp",
          "url": "https://speedrun.a16z.com/companies/prepp",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C43",
            "SRCLOSE1-SR005R-C43"
          ],
          "note": "档案官网字段为空，教育内容/批改/出勤模块为自述，当前AI方法/实际产品和学校采购未核。保留待核，不收集学生资料或把教育任务自动当AI已交付。"
        },
        {
          "id": "SR005R-C44",
          "name": "Presia",
          "url": "https://speedrun.a16z.com/companies/presia",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C44",
            "SR005F4-PRESIA-HOME",
            "SR005F4-PRESIA-ASSET"
          ],
          "note": "自报2025、2人咨询Agent档案，但当前presia.ai标题及公开静态资产为英国letting agencies AI运营、Noogat Inc.页脚；是否转向/换主体未核，保留pending-ai/主体待核，不把原咨询签约/市场量迁到新业务。"
        },
        {
          "id": "SR005R-C45",
          "name": "Rork",
          "url": "https://speedrun.a16z.com/companies/rork",
          "categoryId": "C04",
          "kind": "company",
          "profileStatus": "archive-only",
          "status": "existing-outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "E054"
          ],
          "note": "按完全相同的投资方独立档案URL复用既有公司，非按名字猜测；本批仅名单，既有年份/主营证据链接原记录，不新增公司/财务。",
          "companyId": "AI054"
        },
        {
          "id": "SR005R-C46",
          "name": "Sans Strings Studio",
          "url": "https://speedrun.a16z.com/companies/sans-strings-studio",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C46"
          ],
          "note": "已读独立档案，自报Founded 2023、10人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C47",
          "name": "Shockwave",
          "url": "https://speedrun.a16z.com/companies/shockwave",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C47"
          ],
          "note": "已读独立档案，自报Founded 2024、12人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C48",
          "name": "Sonatic",
          "url": "https://speedrun.a16z.com/companies/sonatic",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C48",
            "SRROBOT1-SONATIC-HOME",
            "SRROBOT1-SONATIC-PRIVACY"
          ],
          "note": "2025自报及当前AI任务与官网对应，按实际工作/实体交付分类；封闭beta、候补/预订、未来收费及法律/技术限制分别保留，不认已核收入或独立性能。",
          "companyId": "AI210"
        },
        {
          "id": "SR005R-C49",
          "name": "SoulLink",
          "url": "https://speedrun.a16z.com/companies/soullink",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C49",
            "SRCLOSE1-SR005R-C49"
          ],
          "note": "官网当前3D AI陪伴/交互记忆及beta入口与原档案对应，关联个人应用；Sept2026上线为厂商标注，实际可用/付费/留存与渲染、模型、记忆/支持成本未知，未下载或互动。",
          "companyId": "AI217"
        },
        {
          "id": "SR005R-C50",
          "name": "Sounding",
          "url": "https://speedrun.a16z.com/companies/sounding",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C50",
            "SRCLOSE1-SR005R-C50"
          ],
          "note": "官网字段为linkedin.com/in/notavailable占位而非有效产品网址；档案Sounding描述Pelago语音wellness品牌，当前品牌/主体/具体AI产品未对应。保留待核，不借其他同名Pelago及前公司数据。"
        },
        {
          "id": "SR005R-C51",
          "name": "Sourcerer",
          "url": "https://speedrun.a16z.com/companies/sourcerer",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C51",
            "SR005F4-SOURCERER-HOME",
            "SR005F4-SOURCERER-QUALITY",
            "SR005F4-SOURCERER-TERMS"
          ],
          "note": "自报2025与当前AI交付已人工对应，官网/条款关联；注册原件、实际合同/净费、付费留存和技术效果仍未独立核。",
          "companyId": "AI179"
        },
        {
          "id": "SR005R-C52",
          "name": "Syzygy",
          "url": "https://speedrun.a16z.com/companies/syzygy",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C52",
            "SR005F4-SYZYGY-HOME",
            "SR005F4-SYZYGY-PRODUCT",
            "SR005F4-SYZYGY-TERMS",
            "SR005F4-SYZYGY-CARD",
            "SR005F4-SYZYGY-FILES",
            "SR005F4-SYZYGY-SECURITY"
          ],
          "note": "自报2025与当前AI交付已人工对应，官网/条款关联；旧Pioneer描述与maniac.ai到Syzygy重定向保留，公开模型产物不等独立实测。",
          "companyId": "AI180"
        },
        {
          "id": "SR005R-C53",
          "name": "Taya",
          "url": "https://speedrun.a16z.com/companies/taya",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C53"
          ],
          "note": "已读独立档案，自报Founded 2024、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C54",
          "name": "URSA Mining",
          "url": "https://speedrun.a16z.com/companies/ursa-mining",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C54"
          ],
          "note": "已读独立档案，自报Founded 2024、5人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C55",
          "name": "Variant",
          "url": "https://speedrun.a16z.com/companies/variant",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C55",
            "SRCLOSE1-SR005R-C55"
          ],
          "note": "原tryvariant.ai重定向tryvariant.com，当前文本/梗图到可玩小游戏、remix社区beta与AI档案任务对应；同名SR006 Variant-now不合并，收费/实际生成、留存和创作者分账未知。",
          "companyId": "AI218"
        },
        {
          "id": "SR005R-C56",
          "name": "Vega",
          "url": "https://speedrun.a16z.com/companies/vega",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C56",
            "SRCLOSE1-SR005R-C56"
          ],
          "note": "joinvega.com普通HTTP403且浏览抓取不可访问，原AI关系notes/social-orbits任务自述未获当前交付核对。保留待核，不抓联系人/关系图或关联其他同名Vega，不把社交数据量作收入。"
        },
        {
          "id": "SR005R-C57",
          "name": "YKB",
          "url": "https://speedrun.a16z.com/companies/ykb",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C57"
          ],
          "note": "已读独立档案，自报Founded 2024、3人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C58",
          "name": "Zero Billion",
          "url": "https://speedrun.a16z.com/companies/zero-billion",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C58"
          ],
          "note": "已读独立档案，自报Founded 2024、4人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR005R-C59",
          "name": "Zingroll",
          "url": "https://speedrun.a16z.com/companies/zingroll",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR005-ROSTER",
            "SRPRO1-P-SR005R-C59"
          ],
          "note": "已读独立档案，自报Founded 2024、33人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        }
      ]
    },
    {
      "id": "SR006-public-roster-2026-1",
      "sourceId": "S14",
      "url": "https://speedrun.a16z.com/api/companies/companyparams?limit=100&offset=0&cohort=SR006",
      "accessedAt": "2026-11-01",
      "scope": "公开有限名单59项；41关联、5旧年、0既有超年、3品牌/年份待核、10当前AI/主体待核。本轮补完初始通用备注为具体官网/字段/身份及收入缺项；保留未决并非全部产品/财务独立验证。",
      "complete": false,
      "records": [
        {
          "id": "SR006R-C01",
          "name": "Acceler8",
          "url": "https://speedrun.a16z.com/companies/acceler8",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C01",
            "SRENTER1-ACCELER8-HOME",
            "SRENTER1-ACCELER8-POLICY",
            "SRENTER1-ACCELER8-DEALROOM"
          ],
          "note": "当前AI人力规划明确；Speedrun自报2025，Dealroom同域公开Launch date2024，官网政策另列TC Capita Pte Ltd。上线/品牌/公司起点口径未核，转pending-year不自动排成2024；动态条款更新时间不当注册/真实修订日。"
        },
        {
          "id": "SR006R-C02",
          "name": "Advocate",
          "url": "https://speedrun.a16z.com/companies/advocate",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C02",
            "SRCARE1-ADVOCATE-PUBLIC",
            "SRCARE1-ADVOCATE-TERMS",
            "SRCARE1-ADVOCATE-PRIVACY"
          ],
          "note": "2025自报与当前AI交付已对应；保留公开人数/价格/服务及主体缺项，独立登记/实际付款未知，不将客户效果、硬件购买或定义不明run rate作ARR。",
          "companyId": "AI192"
        },
        {
          "id": "SR006R-C03",
          "name": "Alike",
          "url": "https://speedrun.a16z.com/companies/alike",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C03",
            "SRENTER1-ALIKE-HOME",
            "SRENTER1-ALIKE-TERMS",
            "SRENTER1-ALIKE-PRIVACY"
          ],
          "note": "自报2025与当前AI主营已对应，按买方/实际工作流分类；独立登记、付费订单/净费与交付效果仍待核，签约/客户规模或节省不作ARR。",
          "companyId": "AI196"
        },
        {
          "id": "SR006R-C04",
          "name": "Amdahl",
          "url": "https://speedrun.a16z.com/companies/amdahl",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C04",
            "SR006F6-AMDAHL-HOME",
            "SR006F6-AMDAHL-PRICE",
            "SR006F6-AMDAHL-TERMS",
            "SR006F6-AMDAHL-SR"
          ],
          "note": "自报2025成立与当前AI主营对应，官网/价格/条款已关联；独立登记、采购/付款和效果未核，管线/税表/客户挽回额不作自身财务。",
          "companyId": "AI187"
        },
        {
          "id": "SR006R-C05",
          "name": "Antihero Studios",
          "url": "https://speedrun.a16z.com/companies/antihero-studios",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C05"
          ],
          "note": "已读独立档案，自报Founded 2024、10人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR006R-C06",
          "name": "August",
          "url": "https://speedrun.a16z.com/companies/august",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C06",
            "SRFIN1-AUGUST-HOME",
            "SRFIN1-AUGUST-SR"
          ],
          "note": "档案AI商业银行任务明确，但当前www官网仅银行软件标题/demo，根域TLS失败；具体当前交付/合同未核，保留pending-ai。170B+为客户银行规模，pipeline不是ARR。"
        },
        {
          "id": "SR006R-C07",
          "name": "Auto",
          "url": "https://speedrun.a16z.com/companies/auto",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C07",
            "SRLEARN1-AUTO-HOME",
            "SRLEARN1-AUTO-TERMS",
            "SRLEARN1-AUTO-PRIVACY",
            "SRLEARN1-AUTO-APP"
          ],
          "note": "2025自报与当前具体AI任务对应；照片/体育、健康wellness、高校BI与音频生成分别分类。预订/未来收费、数据/研究、合同及财务缺项保留，不认已核ARR。",
          "companyId": "AI211"
        },
        {
          "id": "SR006R-C08",
          "name": "Belong",
          "url": "https://speedrun.a16z.com/companies/belong",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C08",
            "SRFIN1-BELONG-PUBLIC",
            "SRFIN1-BELONG-TERMS",
            "SRFIN1-BELONG-DISCLOSURE"
          ],
          "note": "公开前端为艺人会员/金融项目，Belong Entertainment为技术平台、银行另列；未核具体AI任务，保留pending-ai。艺人经常性收入/银行账户和卡交易额不作平台ARR。"
        },
        {
          "id": "SR006R-C09",
          "name": "Bilrost",
          "url": "https://speedrun.a16z.com/companies/bilrost",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C09",
            "SRFIN1-BILROST-HOME",
            "SRFIN1-BILROST-TERMS",
            "SRFIN1-BILROST-PRIVACY"
          ],
          "note": "2025自报与具体当前AI金融运营交付对应，按行业任务关联；专业复核/部署/收费缺项保留，客户资金/回收额不作公司收入。",
          "companyId": "AI202"
        },
        {
          "id": "SR006R-C10",
          "name": "Bota",
          "url": "https://speedrun.a16z.com/companies/bota",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "archive-only",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SR26-BOTA"
          ],
          "note": "按完全相同的投资方独立档案URL复用既有公司，非按名字猜测；本批仅名单，既有年份/主营证据链接原记录，不新增公司/财务。",
          "companyId": "AI091"
        },
        {
          "id": "SR006R-C11",
          "name": "Cascade",
          "url": "https://speedrun.a16z.com/companies/cascade",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C11",
            "SRCLOSE1-SR006R-C11"
          ],
          "note": "普通HTTP403但浏览可读当前AEC企业RFP发现、提案/规范分析，区别原建设项目预测愿景。部分功能LIVE、其他SOON分列；120M机会额、客户营业额/示例项目非Cascade收入，关联行业应用。",
          "companyId": "AI219"
        },
        {
          "id": "SR006R-C12",
          "name": "Cedar",
          "url": "https://speedrun.a16z.com/companies/cedar",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "archive-only",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SR25-CEDAR"
          ],
          "note": "按完全相同的投资方独立档案URL复用既有公司，非按名字猜测；本批仅名单，既有年份/主营证据链接原记录，不新增公司/财务。",
          "companyId": "AI102"
        },
        {
          "id": "SR006R-C13",
          "name": "Clair Health",
          "url": "https://speedrun.a16z.com/companies/clair-health",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C13",
            "SRLEARN1-CLAIR-HOME",
            "SRLEARN1-CLAIR-PRICE",
            "SRLEARN1-CLAIR-TERMS",
            "SRLEARN1-CLAIR-PRIVACY",
            "SRLEARN1-CLAIR-SR"
          ],
          "note": "2025自报与当前具体AI任务对应；照片/体育、健康wellness、高校BI与音频生成分别分类。预订/未来收费、数据/研究、合同及财务缺项保留，不认已核ARR。",
          "companyId": "AI212"
        },
        {
          "id": "SR006R-C14",
          "name": "Coalition Systems",
          "url": "https://speedrun.a16z.com/companies/coalition-systems",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C14",
            "SRCLOSE1-SR006R-C14"
          ],
          "note": "现官网为国防/公共安全生态安全通信、协作和决策支持，未明确自身具体AI任务；创始AI研究背景不当产品AI证据，保留待核。仅商业任务分类，不收录操作/目标识别等实现。"
        },
        {
          "id": "SR006R-C15",
          "name": "Concorda",
          "url": "https://speedrun.a16z.com/companies/concorda",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C15",
            "SRCARE1-CONCORDA-HOME",
            "SRCARE1-CONCORDA-PRICE",
            "SRCARE1-CONCORDA-TERMS"
          ],
          "note": "2025自报与当前AI交付已对应；保留公开人数/价格/服务及主体缺项，独立登记/实际付款未知，不将客户效果、硬件购买或定义不明run rate作ARR。",
          "companyId": "AI193"
        },
        {
          "id": "SR006R-C16",
          "name": "Crebit",
          "url": "https://speedrun.a16z.com/companies/crebit",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C16",
            "SRFIN1-CREBIT-PUBLIC",
            "SRFIN1-CREBIT-SR",
            "SRFIN1-CREBIT-TERMS"
          ],
          "note": "公开前端为跨境付款/180天锁汇/API，具体AI任务未核。2M月处理/2026签约40M外汇量非公司净费，费率/实收未知，保留pending-ai。"
        },
        {
          "id": "SR006R-C17",
          "name": "Emanate",
          "url": "https://speedrun.a16z.com/companies/emanate",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C17",
            "SR006F5-EMANATE-HOME",
            "SR006F5-EMANATE-TERMS"
          ],
          "note": "自报2026成立与当前AI主营对应，补官网/条款后关联；登记/实际合同、付款和独立效果未核，early access/beta、官方链接论文和自报benchmark不冒充全面交付。",
          "companyId": "AI181"
        },
        {
          "id": "SR006R-C18",
          "name": "Grove Tax",
          "url": "https://speedrun.a16z.com/companies/grove-tax",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C18",
            "SR006F6-GROVE-HOME",
            "SR006F6-GROVE-PRICE",
            "SR006F6-GROVE-TERMS"
          ],
          "note": "自报2025成立与当前AI主营对应，官网/价格/条款已关联；独立登记、采购/付款和效果未核，管线/税表/客户挽回额不作自身财务。",
          "companyId": "AI188"
        },
        {
          "id": "SR006R-C19",
          "name": "Hammock",
          "url": "https://speedrun.a16z.com/companies/hammock",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "archive-only",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SR25-HAMMOCK"
          ],
          "note": "按完全相同的投资方独立档案URL复用既有公司，非按名字猜测；本批仅名单，既有年份/主营证据链接原记录，不新增公司/财务。",
          "companyId": "AI101"
        },
        {
          "id": "SR006R-C20",
          "name": "Heavi",
          "url": "https://speedrun.a16z.com/companies/heavi",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C20",
            "SRENTER1-HEAVI-HOME",
            "SRENTER1-HEAVI-PRIVACY",
            "SRENTER1-HEAVI-SR"
          ],
          "note": "自报2025与当前AI主营已对应，按买方/实际工作流分类；独立登记、付费订单/净费与交付效果仍待核，签约/客户规模或节省不作ARR。",
          "companyId": "AI197"
        },
        {
          "id": "SR006R-C21",
          "name": "Hotbox",
          "url": "https://speedrun.a16z.com/companies/hotbox",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "archive-only",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SR25-HOTBOX"
          ],
          "note": "按完全相同的投资方独立档案URL复用既有公司，非按名字猜测；本批仅名单，既有年份/主营证据链接原记录，不新增公司/财务。",
          "companyId": "AI096"
        },
        {
          "id": "SR006R-C22",
          "name": "Idilio",
          "url": "https://speedrun.a16z.com/companies/idilio",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C22",
            "SR006F6-IDILIO-HOME",
            "SR006F6-IDILIO-TERMS",
            "SR006F6-IDILIO-SR"
          ],
          "note": "自报2025九人及AI production，但当前官网为专业真人短剧/算法推荐、广告赠币/金币/月订阅，具体当前AI主营未核。32K/月声明缺币种、指标日和收入分解，ROAS非全成本利润，保留pending-ai及财务缺项。"
        },
        {
          "id": "SR006R-C23",
          "name": "Kaaro",
          "url": "https://speedrun.a16z.com/companies/kaaro",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C23",
            "SR006F5-KAARO-HOME"
          ],
          "note": "自报2026成立与当前AI主营对应，补官网/条款后关联；登记/实际合同、付款和独立效果未核，early access/beta、官方链接论文和自报benchmark不冒充全面交付。",
          "companyId": "AI182"
        },
        {
          "id": "SR006R-C24",
          "name": "Loops AI",
          "url": "https://speedrun.a16z.com/companies/loops-ai",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "archive-only",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SR25-LOOPS-AI"
          ],
          "note": "按完全相同的投资方独立档案URL复用既有公司，非按名字猜测；本批仅名单，既有年份/主营证据链接原记录，不新增公司/财务。",
          "companyId": "AI103"
        },
        {
          "id": "SR006R-C25",
          "name": "Miraka",
          "url": "https://speedrun.a16z.com/companies/miraka",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C25",
            "SRCARE1-MIRAKA-HOME",
            "SRCARE1-MIRAKA-PROVIDERS",
            "SRCARE1-MIRAKA-SR"
          ],
          "note": "2025自报与当前AI交付已对应；保留公开人数/价格/服务及主体缺项，独立登记/实际付款未知，不将客户效果、硬件购买或定义不明run rate作ARR。",
          "companyId": "AI194"
        },
        {
          "id": "SR006R-C26",
          "name": "Mirror Mirror AI",
          "url": "https://speedrun.a16z.com/companies/mirror-mirror-ai",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C26"
          ],
          "note": "已读独立档案，自报Founded 2024、8人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR006R-C27",
          "name": "Modaic",
          "url": "https://speedrun.a16z.com/companies/modaic",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C27",
            "SR006F5-MODAIC-HOME",
            "SR006F5-MODAIC-STOREFRONT"
          ],
          "note": "自报2025成立与当前AI主营对应，补官网/条款后关联；登记/实际合同、付款和独立效果未核，early access/beta、官方链接论文和自报benchmark不冒充全面交付。",
          "companyId": "AI183"
        },
        {
          "id": "SR006R-C28",
          "name": "Modern Industrials",
          "url": "https://speedrun.a16z.com/companies/modern-industrials",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C28",
            "SRENTER1-MODERN-HOME"
          ],
          "note": "自报2025与当前AI主营已对应，按买方/实际工作流分类；独立登记、付费订单/净费与交付效果仍待核，签约/客户规模或节省不作ARR。",
          "companyId": "AI198"
        },
        {
          "id": "SR006R-C29",
          "name": "Oasis",
          "url": "https://speedrun.a16z.com/companies/oasis",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C29",
            "SR006F5-OASIS-HOME",
            "SR006F5-OASIS-TERMS"
          ],
          "note": "自报2026成立与当前AI主营对应，补官网/条款后关联；登记/实际合同、付款和独立效果未核，early access/beta、官方链接论文和自报benchmark不冒充全面交付。",
          "companyId": "AI184"
        },
        {
          "id": "SR006R-C30",
          "name": "Oasiz",
          "url": "https://speedrun.a16z.com/companies/oasiz",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C30",
            "SRCLOSE1-SR006R-C30"
          ],
          "note": "oasiz.ai普通HTTP403，浏览指向gobadger.app而无法读取，原游戏社交/AI创作分发和新品牌关系未核。9K小时/300K plays/7M视频观看及创始人旧应用不是平台收入，保留身份/AI交付待核。"
        },
        {
          "id": "SR006R-C31",
          "name": "Omi Health",
          "url": "https://speedrun.a16z.com/companies/omi-health",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "archive-only",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SR25-OMI-HEALTH"
          ],
          "note": "按完全相同的投资方独立档案URL复用既有公司，非按名字猜测；本批仅名单，既有年份/主营证据链接原记录，不新增公司/财务。",
          "companyId": "AI098"
        },
        {
          "id": "SR006R-C32",
          "name": "Panorama",
          "url": "https://speedrun.a16z.com/companies/panorama",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C32"
          ],
          "note": "已读独立档案，自报Founded 2024、4人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR006R-C33",
          "name": "PartyHat",
          "url": "https://speedrun.a16z.com/companies/partyhat",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C33",
            "SRCLOSE1-SR006R-C33"
          ],
          "note": "独立档案公司简介和官网字段均为空，仅自报2025两人，不足以判断AI主营/产品/收费。保留待核，不从PartyHat名字/批次猜业务、域名或收入。"
        },
        {
          "id": "SR006R-C34",
          "name": "PayPath",
          "url": "https://speedrun.a16z.com/companies/paypath",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C34",
            "SRFIN1-PAYPATH-HOME",
            "SRFIN1-PAYPATH-TERMS",
            "SRFIN1-PAYPATH-PRIVACY"
          ],
          "note": "2025自报与具体当前AI金融运营交付对应，按行业任务关联；专业复核/部署/收费缺项保留，客户资金/回收额不作公司收入。",
          "companyId": "AI203"
        },
        {
          "id": "SR006R-C35",
          "name": "PicPet",
          "url": "https://speedrun.a16z.com/companies/picpet",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C35",
            "SRLEARN1-PICPET-HOME",
            "SRLEARN1-PICPET-APP",
            "SRLEARN1-PICPET-SR"
          ],
          "note": "商店可核社交照片宠物与PicPet+订阅，具体当前AI理解/生成实现仍缺，保留pending-ai；Notion条款404。200K+DAU/45%D90 bounded retention无日期/分母及付费转化，不乘US$3.99估MRR。"
        },
        {
          "id": "SR006R-C36",
          "name": "Piper-ai",
          "url": "https://speedrun.a16z.com/companies/piper-ai",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C36",
            "SRENTER1-PIPER-HOME",
            "SRENTER1-PIPER-TERMS",
            "SRENTER1-PIPER-PRIVACY"
          ],
          "note": "自报2025与当前AI主营已对应，按买方/实际工作流分类；独立登记、付费订单/净费与交付效果仍待核，签约/客户规模或节省不作ARR。",
          "companyId": "AI199"
        },
        {
          "id": "SR006R-C37",
          "name": "Pluvo",
          "url": "https://speedrun.a16z.com/companies/pluvo",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C37",
            "SR006F6-PLUVO-HOME",
            "SR006F6-PLUVO-PRICE",
            "SR006F6-PLUVO-MSA",
            "SR006F6-PLUVO-REBRAND",
            "SR006F6-PLUVO-OLD-REGISTER",
            "SR006F6-PLUVO-SUCCESSOR"
          ],
          "note": "当前AI财务产品明确，但MSA为Rain Technologies Inc. dba Pluvo；公司旧品牌整合帖及官方同名2020/2023合并链与2025自报有范围差异。合同编号/确切后继映射及品牌/新业务起点待核，转pending-year。旧主体inactive为合并，后继Active含申报逾期提示，不认停业/财务造假。"
        },
        {
          "id": "SR006R-C38",
          "name": "Prior Foundry",
          "url": "https://speedrun.a16z.com/companies/prior-foundry",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C38",
            "SR006F5-PRIOR-HOME",
            "SR006F5-PRIOR-PRIVACY",
            "SR006F5-PRIOR-PAPER"
          ],
          "note": "自报2026成立与当前AI主营对应，补官网/条款后关联；登记/实际合同、付款和独立效果未核，early access/beta、官方链接论文和自报benchmark不冒充全面交付。",
          "companyId": "AI185"
        },
        {
          "id": "SR006R-C39",
          "name": "Quanto",
          "url": "https://speedrun.a16z.com/companies/quanto",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C39"
          ],
          "note": "已读独立档案，自报Founded 2024、6人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR006R-C40",
          "name": "Quinn",
          "url": "https://speedrun.a16z.com/companies/quinn",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "archive-only",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SR-E-quinn"
          ],
          "note": "按完全相同的投资方独立档案URL复用既有公司，非按名字猜测；本批仅名单，既有年份/主营证据链接原记录，不新增公司/财务。",
          "companyId": "AI068"
        },
        {
          "id": "SR006R-C41",
          "name": "Quo Labs",
          "url": "https://speedrun.a16z.com/companies/quo-labs",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C41",
            "SRCARE1-SAM-HOME",
            "SRCARE1-SAM-PRICE",
            "SRCARE1-SAM-SR"
          ],
          "note": "2025自报与当前AI交付已对应；保留公开人数/价格/服务及主体缺项，独立登记/实际付款未知，不将客户效果、硬件购买或定义不明run rate作ARR。",
          "companyId": "AI195"
        },
        {
          "id": "SR006R-C42",
          "name": "SafeWorld",
          "url": "https://speedrun.a16z.com/companies/safeworld",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C42",
            "SRROBOT1-SAFEWORLD-HOME",
            "SRROBOT1-SAFEWORLD-TERMS",
            "SRROBOT1-SAFEWORLD-PRIVACY"
          ],
          "note": "2025自报及当前AI任务与官网对应，按实际工作/实体交付分类；封闭beta、候补/预订、未来收费及法律/技术限制分别保留，不认已核收入或独立性能。",
          "companyId": "AI205"
        },
        {
          "id": "SR006R-C43",
          "name": "Sellara",
          "url": "https://speedrun.a16z.com/companies/sellara",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C43",
            "SRFIN1-SELLARA-HOME",
            "SRFIN1-SELLARA-TERMS",
            "SRFIN1-SELLARA-PRIVACY",
            "SRFIN1-SELLARA-BENCH"
          ],
          "note": "2025自报与具体当前AI金融运营交付对应，按行业任务关联；专业复核/部署/收费缺项保留，客户资金/回收额不作公司收入。",
          "companyId": "AI204"
        },
        {
          "id": "SR006R-C44",
          "name": "Sentra",
          "url": "https://speedrun.a16z.com/companies/sentra",
          "categoryId": "C05",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C44",
            "SRENTER1-SENTRA-HOME",
            "SRENTER1-SENTRA-TERMS",
            "SRENTER1-SENTRA-PRIVACY",
            "SRENTER1-SENTRA-BENCH"
          ],
          "note": "自报2025与当前AI主营已对应，按买方/实际工作流分类；独立登记、付费订单/净费与交付效果仍待核，签约/客户规模或节省不作ARR。",
          "companyId": "AI200"
        },
        {
          "id": "SR006R-C45",
          "name": "Simula",
          "url": "https://speedrun.a16z.com/companies/simula",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C45",
            "SRCLOSE1-SR006R-C45",
            "SRCLOSE1-SIMULA-ROLLOUT"
          ],
          "note": "当前官网仅广告平台、联系入口及动态轮播计数，AI格式/真实商业交付未明；原5M DAU/100M下载是待接入应用覆盖，约10M net revenue at full rollout为情景/未全部上线，不作已实现净费或ARR，保留待核。"
        },
        {
          "id": "SR006R-C46",
          "name": "Sirius",
          "url": "https://speedrun.a16z.com/companies/sirius",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C46",
            "SR006F6-SIRIUS-HOME",
            "SR006F6-SIRIUS-TERMS"
          ],
          "note": "自报2025成立与当前AI主营对应，官网/价格/条款已关联；独立登记、采购/付款和效果未核，管线/税表/客户挽回额不作自身财务。",
          "companyId": "AI189"
        },
        {
          "id": "SR006R-C47",
          "name": "Smart Bricks",
          "url": "https://speedrun.a16z.com/companies/smart-bricks",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "outside-cohort",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C47"
          ],
          "note": "已读独立档案，自报Founded 2024、20人，超2025/2026新成立边界；不由AI产品更新或入选批次重设成立年。登记及当前财务未独立核，不新增公司。"
        },
        {
          "id": "SR006R-C48",
          "name": "snag",
          "url": "https://speedrun.a16z.com/companies/snag",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-ai",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C48",
            "SRCLOSE1-SR006R-C48",
            "SRCLOSE1-SNAG-REQUESTS"
          ],
          "note": "现官网真实租赁/转租房源市场可读，但原社交帖转换/匹配的专用AI当前未获具体佐证，保留待核。原6.5M/30天是requests金额，页面租金/用户节省及房源数量不是平台成交/收入，具体收费未知。"
        },
        {
          "id": "SR006R-C49",
          "name": "Snapp AI",
          "url": "https://speedrun.a16z.com/companies/snapp-ai",
          "categoryId": "C09",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C49",
            "SRLEARN1-SNAPP-HOME",
            "SRLEARN1-SNAPP-PRICE",
            "SRLEARN1-SNAPP-LEGAL"
          ],
          "note": "2025自报与当前具体AI任务对应；照片/体育、健康wellness、高校BI与音频生成分别分类。预订/未来收费、数据/研究、合同及财务缺项保留，不认已核ARR。",
          "companyId": "AI213"
        },
        {
          "id": "SR006R-C50",
          "name": "Sparta",
          "url": "https://speedrun.a16z.com/companies/sparta",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C50",
            "SRROBOT1-SPARTA-HOME",
            "SRROBOT1-SPARTA-PRICE",
            "SRROBOT1-SPARTA-FIDELITY",
            "SRROBOT1-SPARTA-JSON",
            "SRROBOT1-SPARTA-LIMITS",
            "SRROBOT1-SPARTA-TERMS"
          ],
          "note": "2025自报及当前AI任务与官网对应，按实际工作/实体交付分类；封闭beta、候补/预订、未来收费及法律/技术限制分别保留，不认已核收入或独立性能。",
          "companyId": "AI206"
        },
        {
          "id": "SR006R-C51",
          "name": "Straia",
          "url": "https://speedrun.a16z.com/companies/straia",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C51",
            "SRLEARN1-STRAIA-HOME",
            "SRLEARN1-STRAIA-TERMS"
          ],
          "note": "2025自报与当前具体AI任务对应；照片/体育、健康wellness、高校BI与音频生成分别分类。预订/未来收费、数据/研究、合同及财务缺项保留，不认已核ARR。",
          "companyId": "AI214"
        },
        {
          "id": "SR006R-C52",
          "name": "SUN",
          "url": "https://speedrun.a16z.com/companies/sun",
          "categoryId": "C08",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C52",
            "SRLEARN1-SUN-HOME",
            "SRLEARN1-SUN-PLANS",
            "SRLEARN1-SUN-TERMS",
            "SRLEARN1-SUN-PRIVACY"
          ],
          "note": "2025自报与当前具体AI任务对应；照片/体育、健康wellness、高校BI与音频生成分别分类。预订/未来收费、数据/研究、合同及财务缺项保留，不认已核ARR。",
          "companyId": "AI215"
        },
        {
          "id": "SR006R-C53",
          "name": "Syncere",
          "url": "https://speedrun.a16z.com/companies/syncere",
          "categoryId": "C10",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C53",
            "SRROBOT1-SYNCERE-HOME",
            "SRROBOT1-SYNCERE-PRICE",
            "SRROBOT1-SYNCERE-TERMS",
            "SRROBOT1-SYNCERE-SR"
          ],
          "note": "2025自报及当前AI任务与官网对应，按实际工作/实体交付分类；封闭beta、候补/预订、未来收费及法律/技术限制分别保留，不认已核收入或独立性能。",
          "companyId": "AI207"
        },
        {
          "id": "SR006R-C54",
          "name": "Taxnova",
          "url": "https://speedrun.a16z.com/companies/taxnova",
          "categoryId": "C00",
          "kind": "company",
          "profileStatus": "readable",
          "status": "pending-year",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C54",
            "SR006F6-TAXNOVA-HOME",
            "SR006F6-TAXNOVA-TERMS",
            "SR006F6-TAXNOVA-REGISTER"
          ],
          "note": "当前AI税务任务明确，但条款编号15991858对应2024-10-01成立、旧名AWAITLY至2025-03-12；投资方2025可能改名/业务起点。转pending-year，注册原件已核旧主体，不以2025改名重设成立；是否新主体/品牌另核。"
        },
        {
          "id": "SR006R-C55",
          "name": "ThirdBrain Labs",
          "url": "https://speedrun.a16z.com/companies/thirdbrain-labs",
          "categoryId": "C02",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C55",
            "SRROBOT1-THIRDBRAIN-HOME",
            "SRROBOT1-THIRDBRAIN-TERMS",
            "SRROBOT1-THIRDBRAIN-PRIVACY"
          ],
          "note": "2025自报及当前AI任务与官网对应，按实际工作/实体交付分类；封闭beta、候补/预订、未来收费及法律/技术限制分别保留，不认已核收入或独立性能。",
          "companyId": "AI208"
        },
        {
          "id": "SR006R-C56",
          "name": "Variant",
          "url": "https://speedrun.a16z.com/companies/variant-now",
          "categoryId": "C06",
          "kind": "company",
          "profileStatus": "archive-only",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SR-E-variant-now"
          ],
          "note": "按完全相同的投资方独立档案URL复用既有公司，非按名字猜测；本批仅名单，既有年份/主营证据链接原记录，不新增公司/财务。",
          "companyId": "AI066"
        },
        {
          "id": "SR006R-C57",
          "name": "Vereda",
          "url": "https://speedrun.a16z.com/companies/vereda",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C57",
            "SRCLOSE1-SR006R-C57"
          ],
          "note": "官网Vera WhatsApp采购及田间顾问与原投资方采购Agent任务对应；厂家直接开票交货、不库存转售、农户无月费/平台费，供应商/伙伴报酬未知。关联行业应用；实际AI方法/合同未独立核，不把采购GMV/农户节省作收入。",
          "companyId": "AI220"
        },
        {
          "id": "SR006R-C58",
          "name": "Verra",
          "url": "https://speedrun.a16z.com/companies/verra",
          "categoryId": "C07",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C58",
            "SRENTER1-VERRA-HOME",
            "SRENTER1-VERRA-SECURITY",
            "SRENTER1-VERRA-TERMS",
            "SRENTER1-VERRA-PRESS",
            "SRENTER1-VERRA-SR"
          ],
          "note": "自报2025与当前AI主营已对应，按买方/实际工作流分类；独立登记、付费订单/净费与交付效果仍待核，签约/客户规模或节省不作ARR。",
          "companyId": "AI201"
        },
        {
          "id": "SR006R-C59",
          "name": "ZeroDrift",
          "url": "https://speedrun.a16z.com/companies/zerodrift",
          "categoryId": "C03",
          "kind": "company",
          "profileStatus": "readable",
          "status": "linked",
          "evidenceIds": [
            "SRALL1-SR006-ROSTER",
            "SRPRO1-P-SR006R-C59",
            "SR006F5-ZERODRIFT-HOME",
            "SR006F5-ZERODRIFT-PRICE",
            "SR006F5-ZERODRIFT-TERMS",
            "SR006F5-ZERODRIFT-ANCHOR"
          ],
          "note": "自报2026成立与当前AI主营对应，补官网/条款后关联；登记/实际合同、付款和独立效果未核，early access/beta、官方链接论文和自报benchmark不冒充全面交付。",
          "companyId": "AI186"
        }
      ]
    }
  ],
  "directoryRechecks": [
    {
      "ycId": 36088,
      "originalStatus": "ai-unclear",
      "companyId": "AI074",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "EA-YC",
        "EA-HOME",
        "SEO-HOME",
        "UNCLEAR8-36088-YC",
        "UNCLEAR8-36088-LAUNCH1",
        "UNCLEAR8-36088-HOME",
        "UNCLEAR8-36088-SEO-HOME",
        "UNCLEAR8-36088-SEO-PRICE"
      ],
      "reason": "原快照规则初筛未确认AI主营；本次确认Agent应用托管、MCP及OpenSEO产品关联后入表。保留2026成立来源及法律主体待核限制，不更改原初筛状态或928条发现计数。 2026-10-31末批再次核对，复用原ID，不重复计公司/原928。"
    },
    {
      "ycId": 30193,
      "originalStatus": "ai-unclear",
      "companyId": "AI070",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30193-YC"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；复用已有公司记录，不重复新增。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30238,
      "originalStatus": "ai-unclear",
      "companyId": "YC30238",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30238-YC",
        "UNCLEAR1-30238-LAUNCH1",
        "UNCLEAR1-30238-HOME"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30333,
      "originalStatus": "ai-unclear",
      "companyId": "YC30333",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30333-YC",
        "UNCLEAR1-30333-LAUNCH1"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30343,
      "originalStatus": "ai-unclear",
      "companyId": "YC30343",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30343-YC",
        "UNCLEAR1-30343-LAUNCH1"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30408,
      "originalStatus": "ai-unclear",
      "companyId": "YC30408",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30408-YC",
        "UNCLEAR1-30408-LAUNCH1",
        "UNCLEAR1-30408-LAUNCH2",
        "UNCLEAR1-30408-HOME"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30412,
      "originalStatus": "ai-unclear",
      "companyId": "YC30412",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30412-YC",
        "UNCLEAR1-30412-LAUNCH1",
        "UNCLEAR1-30412-HOME"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30420,
      "originalStatus": "ai-unclear",
      "companyId": "YC30420",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30420-YC",
        "UNCLEAR1-30420-LAUNCH1",
        "UNCLEAR1-30420-HOME"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30428,
      "originalStatus": "ai-unclear",
      "companyId": "YC30428",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30428-YC",
        "UNCLEAR1-30428-LAUNCH1"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30454,
      "originalStatus": "ai-unclear",
      "companyId": "YC30454",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30454-YC",
        "UNCLEAR1-30454-LAUNCH1",
        "UNCLEAR1-30454-HOME"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30492,
      "originalStatus": "ai-unclear",
      "companyId": "AI030",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30492-YC",
        "UNCLEAR1-30492-LAUNCH1",
        "UNCLEAR1-30492-LAUNCH2",
        "UNCLEAR1-30492-LAUNCH3"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；复用已有公司记录，不重复新增。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30494,
      "originalStatus": "ai-unclear",
      "companyId": "YC30494",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30494-YC",
        "UNCLEAR1-30494-LAUNCH1",
        "UNCLEAR1-30494-HOME"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30514,
      "originalStatus": "ai-unclear",
      "companyId": "YC30514",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30514-YC",
        "UNCLEAR1-30514-LAUNCH1",
        "UNCLEAR1-30514-LAUNCH2",
        "UNCLEAR1-30514-HOME"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30520,
      "originalStatus": "ai-unclear",
      "companyId": "YC30520",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30520-YC",
        "UNCLEAR1-30520-LAUNCH1"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30536,
      "originalStatus": "ai-unclear",
      "companyId": "YC30536",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30536-YC",
        "UNCLEAR1-30536-LAUNCH1"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30538,
      "originalStatus": "ai-unclear",
      "companyId": "YC30538",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30538-YC",
        "UNCLEAR1-30538-LAUNCH1",
        "UNCLEAR1-30538-HOME"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30592,
      "originalStatus": "ai-unclear",
      "companyId": "YC30592",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30592-YC",
        "UNCLEAR1-30592-LAUNCH1"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30604,
      "originalStatus": "ai-unclear",
      "companyId": "AI014",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR1-30604-YC",
        "UNCLEAR1-30604-LAUNCH1"
      ],
      "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；复用已有公司记录，不重复新增。 不回写原1428条初筛及928条新增目录计数。"
    },
    {
      "ycId": 30631,
      "originalStatus": "ai-unclear",
      "companyId": "YC30631",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR2-30631-YC",
        "UNCLEAR2-30631-HOME"
      ],
      "reason": "当前或历史官方资料明确AI/模型/Agent任务，补证后新增；官网明确感知模型数据与测试用途，据此补足AI设施依据；10倍边缘场景覆盖为厂商宣传，未运行或取得独立评测。 不回写原1428条发现及928条原新增目录计数。"
    },
    {
      "ycId": 30639,
      "originalStatus": "ai-unclear",
      "companyId": "YC30639",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR2-30639-YC",
        "UNCLEAR2-30639-LAUNCH1"
      ],
      "reason": "当前或历史官方资料明确AI/模型/Agent任务，补证后新增；当前官网iMessage/RCS及2026年AI礼宾发布可读；每会话约30美元复购增收、回复率和毛利提升属于客户业务，不是Signals收入。 不回写原1428条发现及928条原新增目录计数。"
    },
    {
      "ycId": 30670,
      "originalStatus": "ai-unclear",
      "companyId": "YC30670",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR2-30670-YC",
        "UNCLEAR2-30670-LAUNCH1"
      ],
      "reason": "当前或历史官方资料明确AI/模型/Agent任务，补证后新增；历史AI发布明确；当前官网本轮无法读取，不确认功能及商用规模。创始人作品播放量、项目耗时节省不作公司收入。 不回写原1428条发现及928条原新增目录计数。"
    },
    {
      "ycId": 30706,
      "originalStatus": "ai-unclear",
      "companyId": "YC30706",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR2-30706-YC",
        "UNCLEAR2-30706-LAUNCH1",
        "UNCLEAR2-30706-HOME"
      ],
      "reason": "当前或历史官方资料明确AI/模型/Agent任务，补证后新增；2025年理赔Agent及当前AI风险设施资料可读；官网150M保费、300000风险及160M融资为团队此前事业，不是Solva收入。认证仅自述，未查证报告。 不回写原1428条发现及928条原新增目录计数。"
    },
    {
      "ycId": 30777,
      "originalStatus": "ai-unclear",
      "companyId": "YC30777",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR2-30777-YC",
        "UNCLEAR2-30777-LAUNCH1",
        "UNCLEAR2-30777-HOME"
      ],
      "reason": "当前或历史官方资料明确AI/模型/Agent任务，补证后新增；官网明确由Agent部署/运维并接入编码Agent，补足原短简介未有的AI设施描述；通用云/确定性自动化与AI贡献仍需拆分。CodeSignal500M是旧公司平台描述，非Modelence收入。 不回写原1428条发现及928条原新增目录计数。"
    },
    {
      "ycId": 30821,
      "originalStatus": "ai-unclear",
      "companyId": "YC30821",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR2-30821-YC",
        "UNCLEAR2-30821-LAUNCH1",
        "UNCLEAR2-30821-HOME"
      ],
      "reason": "当前或历史官方资料明确AI/模型/Agent任务，补证后新增；2025年学习型深度感知相机发布与当前远端算力路线分开；旧预购称三月交货，当前Stereo标2026年12月，实际交付未核，不将预订或客户成本节省作收入。 不回写原1428条发现及928条原新增目录计数。"
    },
    {
      "ycId": 30846,
      "originalStatus": "ai-unclear",
      "companyId": "YC30846",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR2-30846-YC",
        "UNCLEAR2-30846-LAUNCH1",
        "UNCLEAR2-30846-HOME"
      ],
      "reason": "当前或历史官方资料明确AI/模型/Agent任务，补证后新增；官网明确Agent构建及修复API；100倍速度为厂商宣传，旧35000用户不等付费。登录API为付费计划早期测试，企业复杂登录含服务，未运行或取得完整覆盖验证。 不回写原1428条发现及928条原新增目录计数。"
    },
    {
      "ycId": 30857,
      "originalStatus": "ai-unclear",
      "companyId": "YC30857",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR2-30857-YC",
        "UNCLEAR2-30857-LAUNCH1",
        "UNCLEAR2-30857-LAUNCH2",
        "UNCLEAR2-30857-HOME"
      ],
      "reason": "当前或历史官方资料明确AI/模型/Agent任务，补证后新增；2025及2026发布、当前官网可读；演示库、素材大小和旧团队10000小时经验不等客户规模或公司收入，免费迁移不证明无实施成本。 不回写原1428条发现及928条原新增目录计数。"
    },
    {
      "ycId": 30874,
      "originalStatus": "ai-unclear",
      "companyId": "YC30874",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR2-30874-YC",
        "UNCLEAR2-30874-HOME"
      ],
      "reason": "当前或历史官方资料明确AI/模型/Agent任务，补证后新增；YC自述约80%身份匹配、预测风险和撰写触达，官网自然语言分析及Agent功能；准确率、留存增益和身份关联未独立核验，候补名单与Logo不等付费用户。 不回写原1428条发现及928条原新增目录计数。"
    },
    {
      "ycId": 30881,
      "originalStatus": "ai-unclear",
      "companyId": "YC30881",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR2-30881-YC",
        "UNCLEAR2-30881-LAUNCH1",
        "UNCLEAR2-30881-HOME"
      ],
      "reason": "当前或历史官方资料明确AI/模型/Agent任务，补证后新增；按明确历史CV演示补足AI相关依据；当前模块平台的模型实现和AI占比待核。300万美元SBIR为寻求支持的申请，不是已授予资助或公司收入；不提供系统工程评估。 不回写原1428条发现及928条原新增目录计数。"
    },
    {
      "ycId": 30904,
      "originalStatus": "ai-unclear",
      "companyId": "YC30904",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR2-30904-YC",
        "UNCLEAR2-30904-LAUNCH1",
        "UNCLEAR2-30904-LAUNCH2",
        "UNCLEAR2-30904-HOME"
      ],
      "reason": "当前或历史官方资料明确AI/模型/Agent任务，补证后新增；当前官网工厂与学习系统路线、2026年发布可读；24小时全流程为目标，实际订单、工厂面积和ISS合作均为公司自述。旧学校科研赞助不作本公司收入，未取得白皮书正文。 不回写原1428条发现及928条原新增目录计数。"
    },
    {
      "ycId": 30905,
      "originalStatus": "ai-unclear",
      "companyId": "YC30905",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR2-30905-YC",
        "UNCLEAR2-30905-LAUNCH1",
        "UNCLEAR2-30905-HOME"
      ],
      "reason": "当前或历史官方资料明确AI/模型/Agent任务，补证后新增；当前YC简介为点号、官网无可读正文，2026年公司发布提供明确业务依据；客户300万以上拟购资产与2000亿以上基金规模不是Travo收入，当前运营待核。 不回写原1428条发现及928条原新增目录计数。"
    },
    {
      "ycId": 30933,
      "originalStatus": "ai-unclear",
      "companyId": "YC30933",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR2-30933-YC",
        "UNCLEAR2-30933-LAUNCH1",
        "UNCLEAR2-30933-HOME"
      ],
      "reason": "当前或历史官方资料明确AI/模型/Agent任务，补证后新增；2025年发布与当前官网可读；98%专家一致、2500倍分割速度为厂商研究主张，未取得独立临床验证、监管许可或付费合同。医院合作标志不等收入，临床目标不当已证疗效。 不回写原1428条发现及928条原新增目录计数。"
    },
    {
      "ycId": 30959,
      "originalStatus": "ai-unclear",
      "companyId": "YC30959",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-30959-YC",
        "UNCLEAR3-30959-LAUNCH1",
        "UNCLEAR3-30959-HOME"
      ],
      "reason": "当前或历史官方资料补足AI任务依据；当前官网kalpa-tts-1英/印地语、11音色及三个月1000免费分钟；旧800M—4.8B模型、200万小时数据与千美元以下训练成本均自述。官网转引的榜单未在本轮独立核，不作通用能力排名。 保留原发现审计，不重复计入928条初始新增。"
    },
    {
      "ycId": 30992,
      "originalStatus": "ai-unclear",
      "companyId": "YC30992",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-30992-YC",
        "UNCLEAR3-30992-LAUNCH1",
        "UNCLEAR3-30992-HOME"
      ],
      "reason": "当前或历史官方资料补足AI任务依据；官网明确AI分析/路由，声明99%以上数据准确和85%以上自动裁决；20—30%成本节省及约10万会员为客户覆盖/成果，不是付费客户数或公司收入。 保留原发现审计，不重复计入928条初始新增。"
    },
    {
      "ycId": 31041,
      "originalStatus": "ai-unclear",
      "companyId": "YC31041",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-31041-YC",
        "UNCLEAR3-31041-LAUNCH1",
        "UNCLEAR3-31041-HOME"
      ],
      "reason": "当前或历史官方资料补足AI任务依据；按增长买家和营销目标归C06，网站构建为交付工具；YC P26逾13%采用不等付费比例，官网2700万融资及页面pipeline演示不是ARR，Webflow历史规模不迁入Ploy。 保留原发现审计，不重复计入928条初始新增。"
    },
    {
      "ycId": 31043,
      "originalStatus": "ai-unclear",
      "companyId": "YC31043",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-31043-YC",
        "UNCLEAR3-31043-HOME"
      ],
      "reason": "当前或历史官方资料补足AI任务依据；YC明确闭环学习焊接；官网RosieOS/AI世界模型与Agent工作流可读，Apache2.0仅见官网自述未查全源码/许可。开放控制器不等硬件或全部技能免费，未运行验证焊接品质。 保留原发现审计，不重复计入928条初始新增。"
    },
    {
      "ycId": 31058,
      "originalStatus": "ai-unclear",
      "companyId": "YC31058",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-31058-YC",
        "UNCLEAR3-31058-LAUNCH1",
        "UNCLEAR3-31058-HOME"
      ],
      "reason": "当前或历史官方资料补足AI任务依据；YC早期诊所3倍效率及37%收入恢复属于客户成果；官网VERA/LUCIA和定制部署自述未独立核，界面患者/索赔数量不当实际业务规模。 保留原发现审计，不重复计入928条初始新增。"
    },
    {
      "ycId": 31081,
      "originalStatus": "ai-unclear",
      "companyId": "YC31081",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-31081-YC",
        "UNCLEAR3-31081-LAUNCH1",
        "UNCLEAR3-31081-HOME"
      ],
      "reason": "当前或历史官方资料补足AI任务依据；按训练评估设施归C02，不因服务机器人就当售卖机器人；官网60秒自回归示例与任务泛化为厂商展示，未运行或对比实机。创始人旧盈利企业不作本公司收入。 保留原发现审计，不重复计入928条初始新增。"
    },
    {
      "ycId": 31084,
      "originalStatus": "ai-unclear",
      "companyId": "YC31084",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-31084-YC",
        "UNCLEAR3-31084-LAUNCH1",
        "UNCLEAR3-31084-HOME"
      ],
      "reason": "当前或历史官方资料补足AI任务依据；官网声明2026-09-01停服，所有客户助手下线、订阅取消；YC Inactive。保留生存偏差案例，不以停服推断历史零收入。OpenClaw不是Klaus自有项目，迁移主机成本不是公司收入。 保留原发现审计，不重复计入928条初始新增。"
    },
    {
      "ycId": 31085,
      "originalStatus": "ai-unclear",
      "companyId": "YC31085",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-31085-YC",
        "UNCLEAR3-31085-LAUNCH1",
        "UNCLEAR3-31085-HOME"
      ],
      "reason": "当前或历史官方资料补足AI任务依据；同一YC页保留Janeen/Ruma Care业务链，不再新增品牌；旧发布说明模型学习拒付，当前官网读取失败。80—150K药费和50%拒付下降/20倍省时为客户成本及效果，非公司收入。 保留原发现审计，不重复计入928条初始新增。"
    },
    {
      "ycId": 31095,
      "originalStatus": "ai-unclear",
      "companyId": "YC31095",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-31095-YC",
        "UNCLEAR3-31095-LAUNCH1",
        "UNCLEAR3-31095-HOME"
      ],
      "reason": "当前或历史官方资料补足AI任务依据；公开业务明确训练用途；当前采集按任务、设备及QA批准后支付，不将所有日常录像自动视为可用。创始人旧六位数收入及伙伴工资补贴不作Asimov收入；不同于同名生物公司和Tensr Asimov机器人。 保留原发现审计，不重复计入928条初始新增。"
    },
    {
      "ycId": 31096,
      "originalStatus": "ai-unclear",
      "companyId": "YC31096",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-31096-YC",
        "UNCLEAR3-31096-LAUNCH1",
        "UNCLEAR3-31096-HOME"
      ],
      "reason": "当前或历史官方资料补足AI任务依据；ML缓冲和排序在历史发布及官网明确，按媒体交付归C08；创始人作为首位员工扩张旧SaaS至600万ARR不是ShortKit收入。客户播放量、下载与融资亦不迁入。 保留原发现审计，不重复计入928条初始新增。"
    },
    {
      "ycId": 31097,
      "originalStatus": "ai-unclear",
      "companyId": "YC31097",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-31097-YC",
        "UNCLEAR3-31097-LAUNCH1",
        "UNCLEAR3-31097-HOME"
      ],
      "reason": "当前或历史官方资料补足AI任务依据；按行业机械设计任务归C07，不当编程或基础模型；官网85%首次准确和ASME符合性为厂商声明，未独立核，不将省时/错误成本当公司收入。 保留原发现审计，不重复计入928条初始新增。"
    },
    {
      "ycId": 31116,
      "originalStatus": "ai-unclear",
      "companyId": "YC31116",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-31116-YC",
        "UNCLEAR3-31116-LAUNCH1",
        "UNCLEAR3-31116-HOME"
      ],
      "reason": "当前或历史官方资料补足AI任务依据；公开README及MIT许可可读，未安装执行；GitHub stars、工具集成和创建规范频率不等付费客户。YC2025成立为自述，许可版权2024不能独立代替法律成立日期，不以演示日期改成立年。 保留原发现审计，不重复计入928条初始新增。"
    },
    {
      "ycId": 31151,
      "originalStatus": "ai-unclear",
      "companyId": "YC31151",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31151-YC",
        "UNCLEAR4-31151-LAUNCH1",
        "UNCLEAR4-31151-HOME"
      ],
      "reason": "明确Agent/模型/AI任务补证；官网50美元符号/月500credits，首组织100赠额；每credit标0.10推理，余额结转。报价和样例PR不是实收或独立安全证明，未连接仓库/运行。 原1428发现与928初始新增计数不回写。"
    },
    {
      "ycId": 31152,
      "originalStatus": "ai-unclear",
      "companyId": "YC31152",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31152-YC",
        "UNCLEAR4-31152-LAUNCH1",
        "UNCLEAR4-31152-HOME"
      ],
      "reason": "明确Agent/模型/AI任务补证；同一YC页及Ishiki Labs关联保留；当前官网高保真RL环境，2026-02发布为会议助手。不把旧会议采用/功能迁为机器人商业结果，未运行世界模型或策略。 原1428发现与928初始新增计数不回写。"
    },
    {
      "ycId": 31154,
      "originalStatus": "ai-unclear",
      "companyId": "AI036",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31154-YC",
        "UNCLEAR4-31154-LAUNCH1",
        "UNCLEAR4-31154-HOME"
      ],
      "reason": "明确Agent/模型/AI任务补证；复用现有AI036，不重复新增。 原1428发现与928初始新增计数不回写。"
    },
    {
      "ycId": 31159,
      "originalStatus": "ai-unclear",
      "companyId": "YC31159",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31159-YC",
        "UNCLEAR4-31159-LAUNCH1",
        "UNCLEAR4-31159-HOME"
      ],
      "reason": "明确Agent/模型/AI任务补证；当前官网钱包/网关明确；Rain发卡与平台钱包/账户分开。示例500余额、150转账及预算不是业务流水，支付自主性和风控未独立核验。 原1428发现与928初始新增计数不回写。"
    },
    {
      "ycId": 31173,
      "originalStatus": "ai-unclear",
      "companyId": "YC31173",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31173-YC",
        "UNCLEAR4-31173-LAUNCH1",
        "UNCLEAR4-31173-HOME"
      ],
      "reason": "明确Agent/模型/AI任务补证；历史发布明确RL/自训练模型，当前官网广告管理与问答；1000万live广告支出无期间，不作公司收入，15—40%品牌净利提升是客户成果，创始人扑克收入不迁入。 原1428发现与928初始新增计数不回写。"
    },
    {
      "ycId": 31199,
      "originalStatus": "ai-unclear",
      "companyId": "YC31199",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31199-YC",
        "UNCLEAR4-31199-LAUNCH1",
        "UNCLEAR4-31199-HOME"
      ],
      "reason": "明确Agent/模型/AI任务补证；官网及README/许可可读，免费与开源不证明没有其他商业收入。百万下载非付费用户；尚未运行，2.0候补名单与当前版本分开，不能用版权2026改写YC2025成立。 原1428发现与928初始新增计数不回写。"
    },
    {
      "ycId": 31234,
      "originalStatus": "ai-unclear",
      "companyId": "YC31234",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31234-YC",
        "UNCLEAR4-31234-LAUNCH1",
        "UNCLEAR4-31234-HOME"
      ],
      "reason": "明确Agent/模型/AI任务补证；官网明确只读连接，不能下单或转走资金；700万连接资产不是公司收入，也不当受托资产。短期1.5%收益为历史厂商自述，不作稳健能力证明。 原1428发现与928初始新增计数不回写。"
    },
    {
      "ycId": 31242,
      "originalStatus": "ai-unclear",
      "companyId": "YC31242",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31242-YC",
        "UNCLEAR4-31242-LAUNCH1",
        "UNCLEAR4-31242-HOME"
      ],
      "reason": "明确Agent/模型/AI任务补证；官网明确学习需求和预测模型；约20%客户收入提升、4280演示及94.2%界面准确不是Booko实收/独立效果。不是同名旧图书比价网站的收入记录。 原1428发现与928初始新增计数不回写。"
    },
    {
      "ycId": 31252,
      "originalStatus": "ai-unclear",
      "companyId": "YC31252",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31252-YC",
        "UNCLEAR4-31252-LAUNCH1",
        "UNCLEAR4-31252-HOME"
      ],
      "reason": "明确Agent/模型/AI任务补证；当前官网与2026发布可读；109K对话、99.2%已审阅、94%测试等界面展示不当独立生产覆盖、客户数或收入。未运行监控/攻防测试。 原1428发现与928初始新增计数不回写。"
    },
    {
      "ycId": 31269,
      "originalStatus": "ai-unclear",
      "companyId": "YC31269",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31269-YC",
        "UNCLEAR4-31269-LAUNCH1",
        "UNCLEAR4-31269-HOME"
      ],
      "reason": "明确Agent/模型/AI任务补证；2026发布明确创始人轮值及人类虚拟助手，官网分Platform/Managed；招聘可见，排班/CRM/奖励标Coming soon。240万美元符号融资不是收入，不当全自动纯SaaS。 原1428发现与928初始新增计数不回写。"
    },
    {
      "ycId": 31279,
      "originalStatus": "ai-unclear",
      "companyId": "YC31279",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31279-YC",
        "UNCLEAR4-31279-LAUNCH1",
        "UNCLEAR4-31279-HOME"
      ],
      "reason": "明确Agent/模型/AI任务补证；历史公司发布及官网明确AI研究；400M学校安全资助为给客户发现的机会，不是Regbase收入、授予款或已实现客户成交。100倍省时为自述，未核法律结论。 原1428发现与928初始新增计数不回写。"
    },
    {
      "ycId": 31284,
      "originalStatus": "ai-unclear",
      "companyId": "YC31284",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31284-YC",
        "UNCLEAR4-31284-LAUNCH1",
        "UNCLEAR4-31284-HOME"
      ],
      "reason": "明确Agent/模型/AI任务补证；官网当前突出S1手套；YC称已向Amazon等实验室售手但未给金额，保留付费交付线索而不填收入数字。消除embodiment gap、技能迁移和数据规模为厂商主张。 原1428发现与928初始新增计数不回写。"
    },
    {
      "ycId": 31289,
      "originalStatus": "ai-unclear",
      "companyId": "YC31289",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31289-YC",
        "UNCLEAR4-31289-HOME"
      ],
      "reason": "明确Agent/模型/AI任务补证；当前官网本轮无法读取，AI依据为YC明确Agent CRM业务，不当已核付费交付。合同、真实客户和联系权限尚待核。 原1428发现与928初始新增计数不回写。"
    },
    {
      "ycId": 31329,
      "originalStatus": "ai-unclear",
      "companyId": "AI002",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31329-YC",
        "UNCLEAR5-31329-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，复用已有公司。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31345,
      "originalStatus": "ai-unclear",
      "companyId": "YC31345",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31345-YC",
        "UNCLEAR5-31345-LAUNCH1",
        "UNCLEAR5-31345-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，补证入表，2026-04称20+YC团队采用，未给付费；官网400万融资及Agent活动墙不是收入或实际并发规模。未连接仓库或运行。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31350,
      "originalStatus": "ai-unclear",
      "companyId": "YC31350",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31350-YC",
        "UNCLEAR5-31350-LAUNCH1",
        "UNCLEAR5-31350-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，补证入表，官网明确驻场观察及定制部署；客户10%以上收入提升、15%推荐奖励与创始人旧5000用户不是Hexa收入，不能默认纯SaaS毛利。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31364,
      "originalStatus": "ai-unclear",
      "companyId": "YC31364",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31364-YC",
        "UNCLEAR5-31364-LAUNCH1",
        "UNCLEAR5-31364-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，补证入表，官网明确Agent接口，当前CLI说明与尚未发布npm/Python SDK分开；不能因安装示例就称包已可用，未开通通信或核验送达/身份权限。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31372,
      "originalStatus": "ai-unclear",
      "companyId": "YC31372",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31372-YC",
        "UNCLEAR5-31372-LAUNCH1",
        "UNCLEAR5-31372-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，补证入表，YC未注明业务截至日的500K ARR/35客户/3000房源，与官网2026-08-24的600K+ ARR/45+公司/4000+房源分别保存。报价749.99美元符号/月起，上线费另计，默认草稿/转人工，不当无监督全自动。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31377,
      "originalStatus": "ai-unclear",
      "companyId": "YC31377",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31377-YC",
        "UNCLEAR5-31377-LAUNCH1",
        "UNCLEAR5-31377-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，补证入表，明确是扩展既有沙盒的远程能力，不是整套沙盒替换；Replit等采用及演示构建日志不证明实际付费/成功率。页面0分钟计数可能加载，未作零业务判断。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31382,
      "originalStatus": "ai-unclear",
      "companyId": "YC31382",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31382-YC",
        "UNCLEAR5-31382-LAUNCH1",
        "UNCLEAR5-31382-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，补证入表，2026-06发布称转型前年度收入100万、签单100万/约三分之一到账并放弃旧客户；均非当前经纪ARR。官网当前明确持牌代理支持；许可/承保首单为厂商自述未独立核，保费和佣金不混算。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31403,
      "originalStatus": "ai-unclear",
      "companyId": "YC31403",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31403-YC",
        "UNCLEAR5-31403-LAUNCH1",
        "UNCLEAR5-31403-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，补证入表，官网明确AI分析动作/姿态关联货物；每站每月约5万美元再计费/利用率改善属于客户，不是transload收入。一天试点和全覆盖为自述，未独立测量精度或隐私控制。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31409,
      "originalStatus": "ai-unclear",
      "companyId": "YC31409",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31409-YC",
        "UNCLEAR5-31409-LAUNCH1",
        "UNCLEAR5-31409-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，补证入表，2026-05发布自称十个月100万ARR且明确从自助转agency；当前YC改称100万annual run rate。保留原标签/时点差异，不将服务年化等同SaaS ARR；官网500+服务客户为自述，创始人旧用户不迁入。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31411,
      "originalStatus": "ai-unclear",
      "companyId": "YC31411",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31411-YC",
        "UNCLEAR5-31411-LAUNCH1",
        "UNCLEAR5-31411-LAUNCH6",
        "UNCLEAR5-31411-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，补证入表，YC自报2026成立；创始人履历明确此前为Layup W23，旧2023—2025发布被挂在当前公司页，不证明同一法律实体或Andco早已成立。保留新公司自述与旧事业关系，480万融资不作收入。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31423,
      "originalStatus": "ai-unclear",
      "companyId": "YC31423",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31423-YC",
        "UNCLEAR5-31423-LAUNCH1",
        "UNCLEAR5-31423-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，补证入表，旧Emergent的100M ARR及500万用户属前雇主。Terminal-Bench2.0为厂商内部38/89任务、187试次的42.2到52.4比较，非榜单提交/独立复现；warmup及验证提示变化的泛化需另核。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31438,
      "originalStatus": "ai-unclear",
      "companyId": "AI001",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31438-YC",
        "UNCLEAR5-31438-LAUNCH1",
        "UNCLEAR5-31438-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，复用已有公司。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31439,
      "originalStatus": "ai-unclear",
      "companyId": "YC31439",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31439-YC",
        "UNCLEAR5-31439-LAUNCH1",
        "UNCLEAR5-31439-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，补证入表，2026-06自述两门店各签30K年合同，未给服务期/回款，不推60K ARR；官网15K客户月增收也不是Parrot收入。现场学习与实际人工介入、准确率待核。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31448,
      "originalStatus": "ai-unclear",
      "companyId": "YC31448",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31448-YC",
        "UNCLEAR5-31448-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，补证入表，YC简介泛化，本轮官网明确RL分叉/评分及持久Agent用途，据此补AI设施关联。100赠额、默认资源与小于200ms比较是厂商信息，未运行或验证隔离/性能。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31457,
      "originalStatus": "ai-unclear",
      "companyId": "YC31457",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31457-YC",
        "UNCLEAR5-31457-HOME"
      ],
      "reason": "当前或历史资料明确AI/Agent任务，补证入表，YC当前详细描述提供AI任务，官网只有标语/联系。模型定价做市为建设方向，未取得实盘、许可、收入或可靠定价验证，不将流动性和客户押注当公司收入。 原1428发现审计与928初始新增计数不回写。"
    },
    {
      "ycId": 31460,
      "originalStatus": "ai-unclear",
      "companyId": "YC31460",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR6-31460-YC",
        "UNCLEAR6-31460-LAUNCH1",
        "UNCLEAR6-31460-HOME"
      ],
      "reason": "当前可读资料明确AI任务/专用运行交付，补证入表。YC当前300亿及5月发布200亿为平台所涉工程价值，不是营业收入；官网明确模拟演示，展示估价和节省也不是实际客户回款。 不回写1428发现审计/928初始新增计数。"
    },
    {
      "ycId": 31475,
      "originalStatus": "ai-unclear",
      "companyId": "YC31475",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR6-31475-YC",
        "UNCLEAR6-31475-LAUNCH1",
        "UNCLEAR6-31475-HOME",
        "UNCLEAR6-31475-PRICE"
      ],
      "reason": "当前可读资料明确AI任务/专用运行交付，补证入表。旧AI Data Engineer产品近200K ARR流失是失败/转型证据，不是当前数据库分支产品ARR，也不推当前零收入。6秒和隔离为厂商自述，未连接数据库或实测。 不回写1428发现审计/928初始新增计数。"
    },
    {
      "ycId": 31478,
      "originalStatus": "ai-unclear",
      "companyId": "YC31478",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR6-31478-YC",
        "UNCLEAR6-31478-LAUNCH1",
        "UNCLEAR6-31478-HOME"
      ],
      "reason": "当前可读资料明确AI任务/专用运行交付，补证入表。YC2800万和官网6800万/2000万为估计避免损失，不是销售；比较基准、低延迟、漏洞案例和认证均未独立核验，示例执行轨迹不是本研究实际运行。 不回写1428发现审计/928初始新增计数。"
    },
    {
      "ycId": 31482,
      "originalStatus": "ai-unclear",
      "companyId": "YC31482",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR6-31482-YC",
        "UNCLEAR6-31482-LAUNCH1",
        "UNCLEAR6-31482-HOME"
      ],
      "reason": "当前可读资料明确AI任务/专用运行交付，补证入表。当前Memory Store官网跳转Mem Store，按成员150美元符号/月；页面示例简报不作真实客户业绩。Julep旧项目stars不迁入，法律主体与品牌迁移仍待核。 不回写1428发现审计/928初始新增计数。"
    },
    {
      "ycId": 31485,
      "originalStatus": "ai-unclear",
      "companyId": "YC31485",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR6-31485-YC",
        "UNCLEAR6-31485-LAUNCH1",
        "UNCLEAR6-31485-HOME"
      ],
      "reason": "当前可读资料明确AI任务/专用运行交付，补证入表。5月仅少量早期原型用户，官网仍早期访问；情绪识别和150信号相关性为厂商主张，未取得独立心理/临床效度或成品交付证明，不按成熟健康产品估值。 不回写1428发现审计/928初始新增计数。"
    },
    {
      "ycId": 31505,
      "originalStatus": "ai-unclear",
      "companyId": "YC31505",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR6-31505-YC",
        "UNCLEAR6-31505-LAUNCH1",
        "UNCLEAR6-31505-HOME",
        "UNCLEAR6-31505-PRICE",
        "UNCLEAR6-31505-README",
        "UNCLEAR6-31505-LICENSE",
        "UNCLEAR6-31505-EE-LICENSE"
      ],
      "reason": "当前可读资料明确AI任务/专用运行交付，补证入表。README及许可可读；桌面MIT与ee目录受限许可分别保存，不能笼统称全栈MIT。下载/stars不是付费用户；计划中功能、厂商认证与实际运行未核。 不回写1428发现审计/928初始新增计数。"
    },
    {
      "ycId": 31516,
      "originalStatus": "ai-unclear",
      "companyId": "YC31516",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR6-31516-YC",
        "UNCLEAR6-31516-LAUNCH1",
        "UNCLEAR6-31516-HOME"
      ],
      "reason": "当前可读资料明确AI任务/专用运行交付，补证入表。运行于现有调度器旁而非替代；官网800万月计算浪费是客户资源估计。页面示例参数明确illustrative，内部基准和数据不出网主张未独立验证。 不回写1428发现审计/928初始新增计数。"
    },
    {
      "ycId": 31530,
      "originalStatus": "ai-unclear",
      "companyId": "YC31530",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR6-31530-YC",
        "UNCLEAR6-31530-LAUNCH1",
        "UNCLEAR6-31530-LAUNCH2",
        "UNCLEAR6-31530-HOME",
        "UNCLEAR6-31530-PRICE"
      ],
      "reason": "当前可读资料明确AI任务/专用运行交付，补证入表。YC当前Acquired；2026-06自述18k MRR及近30台机器人仅历史口径。当前官网仍可读不证明收购后的独立经营；软件/按量/托管人工拆分，100% uptime非独立测试。 不回写1428发现审计/928初始新增计数。"
    },
    {
      "ycId": 31547,
      "originalStatus": "ai-unclear",
      "companyId": "YC31547",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR6-31547-YC",
        "UNCLEAR6-31547-LAUNCH1",
        "UNCLEAR6-31547-HOME"
      ],
      "reason": "当前可读资料明确AI任务/专用运行交付，补证入表。YC页保留旧InsForge后端平台发布，当前InstaBox文档SDK仍用insforge命名空间；品牌/法律连续待核，未因改名重复建公司。未安装CLI、开VM、执行安装示例或发起构建。 不回写1428发现审计/928初始新增计数。"
    },
    {
      "ycId": 31560,
      "originalStatus": "ai-unclear",
      "companyId": "YC31560",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR6-31560-YC",
        "UNCLEAR6-31560-LAUNCH1",
        "UNCLEAR6-31560-HOME"
      ],
      "reason": "当前可读资料明确AI任务/专用运行交付，补证入表。自有手套与数据采集、模型训练、硬件重定向及部署分开；40到99成功率是厂商目标/叙述，不当实测通用性能或已达商业规模。 不回写1428发现审计/928初始新增计数。"
    },
    {
      "ycId": 31725,
      "originalStatus": "ai-unclear",
      "companyId": "YC31725",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR6-31725-YC",
        "UNCLEAR6-31725-HOME"
      ],
      "reason": "当前可读资料明确AI任务/专用运行交付，补证入表。官网明确专家配置、团队复核和批准；10倍效率及独立模型验证/认证字样只是公司主张，本轮未取得审计报告或监管接受证明。 不回写1428发现审计/928初始新增计数。"
    },
    {
      "ycId": 32123,
      "originalStatus": "ai-unclear",
      "companyId": "YC32123",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR6-32123-YC",
        "UNCLEAR6-32123-LAUNCH1",
        "UNCLEAR6-32123-HOME",
        "UNCLEAR6-32123-PRODUCT",
        "UNCLEAR6-32123-JOB"
      ],
      "reason": "当前可读资料明确AI任务/专用运行交付，补证入表。官方招聘正文明确AI平台及AI/LLM集成，支持当前主营；与AI025自然语言视频工具Hera为不同YC页/创始团队/官网，不复用ID。标准检查是辅助审查，仍需工程师确认。 不回写1428发现审计/928初始新增计数。"
    },
    {
      "ycId": 32128,
      "originalStatus": "ai-unclear",
      "companyId": "YC32128",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR6-32128-YC",
        "UNCLEAR6-32128-LAUNCH1",
        "UNCLEAR6-32128-HOME"
      ],
      "reason": "当前可读资料明确AI任务/专用运行交付，补证入表。不是因为机器人客户入表，而是官网明确AI分选环节；合金销售、磁体预购与未来烧结产能分开。3分钟/60秒宣传工序及合规/性能未独立核，预购不作ARR。 不回写1428发现审计/928初始新增计数。"
    },
    {
      "ycId": 32164,
      "originalStatus": "ai-unclear",
      "companyId": "YC32164",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-32164-YC",
        "UNCLEAR7-32164-LAUNCH1",
        "UNCLEAR7-32164-LAUNCH2",
        "UNCLEAR7-32164-HOME",
        "UNCLEAR7-32164-PRICE"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。当前云devbox与7月内部工具生成器分别保留；定价页明确旧工具另有tools.prized.dev。套餐转为额度、余额最多滚存两月，不把每月充值当MRR或实际资源消费。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 32170,
      "originalStatus": "ai-unclear",
      "companyId": "YC32170",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-32170-YC",
        "UNCLEAR7-32170-LAUNCH1",
        "UNCLEAR7-32170-HOME"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。官网明确Hybrid Mechanistic-AI，故补证入表；只是公司自述模型和补充剂，未取得独立临床效果。旧药房400万年收入不等本产品收入，订金、退费承诺与已确认订阅分开。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 32260,
      "originalStatus": "ai-unclear",
      "companyId": "YC32260",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-32260-YC",
        "UNCLEAR7-32260-LAUNCH1",
        "UNCLEAR7-32260-HOME"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。官网明确AI自主栈和远程操作员；500万picks为正在部署以执行的量，未证明已完成/已付。零前期费不等无资本/人工成本，目标参数与模拟画面不作独立性能。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 32518,
      "originalStatus": "ai-unclear",
      "companyId": "YC32518",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-32518-YC",
        "UNCLEAR7-32518-LAUNCH1",
        "UNCLEAR7-32518-HOME"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。官网明确可部署模型及LeRobot/CUDA等机器人栈，作为AI机器人部署设施入表而非自研模型；Deploy为beta，Build标Coming soon，不把YC第二产品描述或演示CI结果当正式可用/本项目授权runner。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 32527,
      "originalStatus": "ai-unclear",
      "companyId": "YC32527",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-32527-YC",
        "UNCLEAR7-32527-LAUNCH1",
        "UNCLEAR7-32527-HOME"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。明确Agent专用接口，仍可托管通用负载；99.99% uptime和隔离未实测，挂起仍计镜像存储。旧Upflow多百万ARR及Hike用户不迁入，月价是连续用量估计不是MRR。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 32553,
      "originalStatus": "ai-unclear",
      "companyId": "YC32553",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-32553-YC",
        "UNCLEAR7-32553-LAUNCH1",
        "UNCLEAR7-32553-HOME",
        "UNCLEAR7-32553-BETA"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。YC自述六周440K+ sales、首台部署，官网1688全价非订金、秋季发货；不清楚sales含预售/已履约比例，不当ARR或已全部交付。与YC30657个人健康应用Nori不同公司，不能按同名复用。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 32583,
      "originalStatus": "ai-unclear",
      "companyId": "YC32583",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-32583-YC",
        "UNCLEAR7-32583-LAUNCH1",
        "UNCLEAR7-32583-HOME",
        "UNCLEAR7-32583-PRICE",
        "UNCLEAR7-32583-README",
        "UNCLEAR7-32583-LICENSE",
        "UNCLEAR7-32583-MIT",
        "UNCLEAR7-32583-BENCH",
        "UNCLEAR7-32583-PROOF"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。公开README/许可/基准可读；代码AST确定性解析与文档语义模型分开。proven只针对求解器模型中的函数、预算耗尽为unknown；非整库功能正确或本研究独立实测，下载/stars/注册不等付费。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 32621,
      "originalStatus": "ai-unclear",
      "companyId": "YC32621",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-32621-YC",
        "UNCLEAR7-32621-LAUNCH1",
        "UNCLEAR7-32621-HOME"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。官网明确向训练实验室供数据，不只是泛用远控；40ms旧跨国宣传与官网130ms线路/5ms本地口径分别保留。没有把操作员劳动当全自主/纯软件毛利，数据样本可见不等已售或授权已核。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 33013,
      "originalStatus": "ai-unclear",
      "companyId": "YC33013",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-33013-YC",
        "UNCLEAR7-33013-HOME"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。官网首月工程师进入客户公司、3周上线且人工批准；单笔down payment覆盖一轮，不默认经常性订阅。平均280万年节省是客户价值非Operon ARR；YC团队0只原字段，不代表无人交付。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 33018,
      "originalStatus": "ai-unclear",
      "companyId": "YC33018",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-33018-YC",
        "UNCLEAR7-33018-LAUNCH1",
        "UNCLEAR7-33018-LAUNCH2",
        "UNCLEAR7-33018-HOME",
        "UNCLEAR7-33018-PRICE"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。当前主打代客户存卡/购买，保留6月独立借记卡旧发布；Vault免费额度、Issuing月费与1% revenue share分别保存，不臆定分成方向/费率净额。语音早期访问、Purchase Agent beta免费，成功率/合规仅自述。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 33144,
      "originalStatus": "ai-unclear",
      "companyId": "YC33144",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-33144-YC",
        "UNCLEAR7-33144-LAUNCH1",
        "UNCLEAR7-33144-HOME"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。YC正文明确从成功/失败抓取学习，官网仅简短标语；客户行业损失/工厂数不作收入，产品吞吐、实际部署与持续付费未核，不把未来所有垃圾覆盖当已交付。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 33313,
      "originalStatus": "ai-unclear",
      "companyId": "YC33313",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-33313-YC",
        "UNCLEAR7-33313-LAUNCH1",
        "UNCLEAR7-33313-HOME"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。8月发布明确机器学习/Agent任务，官网无可读正文；1500亿行业浪费和1400万/日云厂延期损失是客户/行业成本。精度/100倍细度/速度自述未独立核，不将采集点或节省当收入。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 33408,
      "originalStatus": "ai-unclear",
      "companyId": "YC33408",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-33408-YC",
        "UNCLEAR7-33408-LAUNCH1",
        "UNCLEAR7-33408-HOME"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。官网明确physical AI；确定性运动保证与环境动态/现场风险边界分开，未独立验证安全或监管接受。合同洽谈不是销售，200K闲置机器人是客户资产价，派技术员测绘与后续维护成本需拆。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 34828,
      "originalStatus": "ai-unclear",
      "companyId": "YC34828",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-34828-YC",
        "UNCLEAR7-34828-HOME"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。当前同一YC所链官网暂按C10，保留原C01模型方向；7天试点、无capex不等持续收入或无人工成本。未取得可核Marlin权重/模型卡/许可及独立对比，不把open-weights自述当已读公开模型。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 34897,
      "originalStatus": "ai-unclear",
      "companyId": "YC34897",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-34897-YC",
        "UNCLEAR7-34897-LAUNCH1",
        "UNCLEAR7-34897-HOME"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。旧多款app合计500K ARR和创始人个人投资收益不当AnyAlpha收入；回测与示例策略不能证明实盘净收益，官网交易所Logo不自动证明集成可用/合作。未交易、开户或作投资建议。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 34899,
      "originalStatus": "ai-unclear",
      "companyId": "YC34899",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR7-34899-YC",
        "UNCLEAR7-34899-HOME"
      ],
      "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。YC称增长编码Agent/harness，官网当前更明确营销原语，按C06；100+teams为采用自述。Acme/214家Stripe验证等为明确fictional/illustrative演示，不作真实客户付款或收入，未执行页面命令或发信。 不回写1428原发现审计及928初始新增。"
    },
    {
      "ycId": 35127,
      "originalStatus": "ai-unclear",
      "companyId": "YC35127",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR8-35127-YC",
        "UNCLEAR8-35127-LAUNCH1",
        "UNCLEAR8-35127-HOME"
      ],
      "reason": "当前资料补足AI任务/专用运行设施，补证入表。当前官网明确AI companion、99 USD/月从确认交付后计期，2027-01-20至31预计发货且尚未就绪；与10月发布1099买断加两年Plus不同方案分别保留。读数为非医疗估计，任务演示不证明药物已配发或护理替代。 不回写1428原审计及928初始新增。"
    },
    {
      "ycId": 35261,
      "originalStatus": "ai-unclear",
      "companyId": "YC35261",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR8-35261-YC",
        "UNCLEAR8-35261-LAUNCH1",
        "UNCLEAR8-35261-HOME"
      ],
      "reason": "当前资料补足AI任务/专用运行设施，补证入表。官网明确训练于手写资料的AI和搜索，不只创始人Gemini经历；有歧义先交人工，零错误/精度比较为自述。客户节省40%工时、60单/日不作Asakana收入或自身订单量。 不回写1428原审计及928初始新增。"
    },
    {
      "ycId": 35396,
      "originalStatus": "ai-unclear",
      "companyId": "YC35396",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR8-35396-YC",
        "UNCLEAR8-35396-LAUNCH1",
        "UNCLEAR8-35396-HOME"
      ],
      "reason": "当前资料补足AI任务/专用运行设施，补证入表。YC当前强调市政债，官网仍将Municipal/ABS/Corporate列Coming next，按已显示MBS/利率交付保留差异。15+机构desk为采用而非付费；创始人旧350B/17B资产组合及示例2.8B不是公司收入/AUM。 不回写1428原审计及928初始新增。"
    },
    {
      "ycId": 35455,
      "originalStatus": "ai-unclear",
      "companyId": "YC35455",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR8-35455-YC",
        "UNCLEAR8-35455-LAUNCH1",
        "UNCLEAR8-35455-HOME"
      ],
      "reason": "当前资料补足AI任务/专用运行设施，补证入表。当前官网聚焦退货、kitting及FBA prep，YC发布明确模型/人工干预训练。保证吞吐、24/7和无capex是公司主张，未独立核实际履约；不是出售机器人或纯软件毛利。 不回写1428原审计及928初始新增。"
    },
    {
      "ycId": 36114,
      "originalStatus": "ai-unclear",
      "companyId": "YC36114",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR8-36114-YC",
        "UNCLEAR8-36114-LAUNCH1",
        "UNCLEAR8-36114-HOME"
      ],
      "reason": "当前资料补足AI任务/专用运行设施，补证入表。YC发布明确AI调查；官网普通HTTP403未读正文。court-ready和法条匹配为厂商主张，不代表法院接受/违规已认定；未检查第三方网站或替政府发起行动。 不回写1428原审计及928初始新增。"
    },
    {
      "ycId": 36411,
      "originalStatus": "ai-unclear",
      "companyId": "YC36411",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR8-36411-YC",
        "UNCLEAR8-36411-HOME"
      ],
      "reason": "当前资料补足AI任务/专用运行设施，补证入表。官网95591 creators为采用自述非付费，展示播放量也非收入；MCP套餐24/65与内置AI54/129美元符号/月不混算。三日试用、额度和外部模型成本待核，未上传/生成或运行示例。 不回写1428原审计及928初始新增。"
    },
    {
      "ycId": 36444,
      "originalStatus": "ai-unclear",
      "companyId": "YC36444",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR8-36444-YC",
        "UNCLEAR8-36444-LAUNCH1",
        "UNCLEAR8-36444-HOME"
      ],
      "reason": "当前资料补足AI任务/专用运行设施，补证入表。官方明确trained models/LLM与学习式技能；试点满意才收费、后续月租/买断分开。演示有2/2.5/3倍速且文字不完全一致，未观看或独立测量吞吐、安全/可靠性。 不回写1428原审计及928初始新增。"
    },
    {
      "ycId": 36774,
      "originalStatus": "ai-unclear",
      "companyId": "YC36774",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR8-36774-YC",
        "UNCLEAR8-36774-LAUNCH1",
        "UNCLEAR8-36774-HOME",
        "UNCLEAR8-36774-PRICE"
      ],
      "reason": "当前资料补足AI任务/专用运行设施，补证入表。官网明确Agent隔离只读计算/MCP，分支沙盒Early access、自动伸缩/scale-to-zero Coming with2.0。50TB客户数据及百万请求不是收入；4090 USD/月为默认估算非实际MRR，厂商基准未独立复现。 不回写1428原审计及928初始新增。"
    },
    {
      "ycId": 37105,
      "originalStatus": "ai-unclear",
      "companyId": "YC37105",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR8-37105-YC",
        "UNCLEAR8-37105-HOME"
      ],
      "reason": "当前资料补足AI任务/专用运行设施，补证入表。YC称每天百万级Agent操作，官网只有候补/联系及愿景；规模/自修复/无监督为自述，未取得运行记录、价格/付费或可靠性验证，没有测试访问限制。 不回写1428原审计及928初始新增。"
    },
    {
      "ycId": 37272,
      "originalStatus": "ai-unclear",
      "companyId": "YC37272",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR8-37272-YC",
        "UNCLEAR8-37272-LAUNCH1",
        "UNCLEAR8-37272-HOME"
      ],
      "reason": "当前资料补足AI任务/专用运行设施，补证入表。10月30发布仍是半便携原型/小数据集，官网最终外形为目标；199美元符号预约不是完整最终价或收入。200+WPM及短校准通用模型未独立核，官网无可读正文/预约页不可访问，不按示意图认定已量产。 不回写1428原审计及928初始新增。"
    },
    {
      "ycId": 31278,
      "originalStatus": "year-outside-or-missing",
      "companyId": "YC31278",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "MISSINGYEAR3-31278-YC",
        "MISSINGYEAR3-31278-HOME",
        "MISSINGYEAR3-31278-LAUNCH1",
        "MISSINGYEAR3-31278-REGISTER",
        "MISSINGYEAR3-31278-OFFICERS"
      ],
      "reason": "原缺年目录经英国官方登记与董事关联补足2025注册线索，保留原Newton Education名称及全球主体待核，不回写原发现。"
    },
    {
      "ycId": 36513,
      "originalStatus": "year-outside-or-missing",
      "companyId": "YC36513",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "MISSINGYEAR7-36513-YC",
        "MISSINGYEAR7-36513-HOME",
        "MISSINGYEAR7-36513-TERMS"
      ],
      "reason": "原缺年池本轮复读YC官方字段补2026及Team2，现主营CI/评审按C04关联；保留原图形IDE/缺年快照，不回写原发现，精确注册与独立性能仍待核。"
    },
    {
      "ycId": 30656,
      "originalStatus": "ai-unclear",
      "companyId": "YC30656",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR2-30656-YC",
        "UNCLEAR2-30656-HOME",
        "YCAIRE3-DEEP-YC",
        "YCAIRE3-DEEP-LI",
        "YCAIRE3-DEEP-CARD",
        "YCAIRE3-DEEP-REPO"
      ],
      "reason": "原初查只有口号，后续公司发布、模型卡及反链推理仓库明确AI模型研发，按C01关联。公开产物未独立验证，保留YC2025自报/法律与商业合同缺项；不回写原1428/928发现快照。"
    },
    {
      "ycId": 30964,
      "originalStatus": "ai-unclear",
      "companyId": "YC30964",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-30964-YC",
        "UNCLEAR3-30964-LAUNCH1",
        "UNCLEAR3-30964-HOME",
        "YCAIRE5-SAVA-PRESS",
        "YCAIRE5-SAVA-ACCESS"
      ],
      "reason": "原始公司发布明确Agent信托行政流程及人工受托审核，补足AI任务后C07关联；保留既有YC2025/8人自报，注册/特许与软件母体-服务子公司分摊待核。原1428/928发现快照不改，融资与资产规模非收入。"
    },
    {
      "ycId": 31003,
      "originalStatus": "ai-unclear",
      "companyId": "YC31003",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-31003-YC",
        "UNCLEAR3-31003-LAUNCH1",
        "UNCLEAR3-31003-LAUNCH2",
        "UNCLEAR3-31003-HOME",
        "YCAIRE6-VOLTAIR-HOME",
        "YCAIRE6-VOLTAIR-UW",
        "YCAIRE6-VOLTAIR-CLIENT",
        "YCAIRE6-VOLTAIR-HN"
      ],
      "reason": "大学原始项目明确AI引导，结合同品牌当前巡检、创始人服务说明及客户原稿按C10关联；技术仅描述，当前模型沿革/法人与合同待核，Firescape AI不归本公司。原1428/928发现快照不回写。"
    },
    {
      "ycId": 31119,
      "originalStatus": "ai-unclear",
      "companyId": "YC31119",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR3-31119-YC",
        "UNCLEAR3-31119-LAUNCH1",
        "YCAIRE8-ZERO-YC",
        "YCAIRE8-ZERO-AGENT",
        "YCAIRE8-ZERO-PRICING",
        "YCAIRE8-ZERO-TERMS",
        "YCAIRE8-ZERO-BILLING"
      ],
      "reason": "原YC反链现域明确公司托管AI消息代理，按C06厂商描述关联；旧计费产品另有AI实验，同品牌合同/收费分开，注册及当前模型/实际收入未知。原1428/928发现快照不改。"
    },
    {
      "ycId": 31227,
      "originalStatus": "ai-unclear",
      "companyId": "YC31227",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31227-YC",
        "UNCLEAR4-31227-LAUNCH1",
        "UNCLEAR4-31227-HOME",
        "YCAIRE9-SEQUENCE-HOME",
        "YCAIRE9-SEQUENCE-MCP",
        "YCAIRE9-SEQUENCE-API"
      ],
      "reason": "原站缓存明确训练模型的跨市场语义匹配任务，仅厂商描述；MCP客户模型另列，未获模型产物/数据集/实测，直接网站只有标题。 原1428/928发现快照不改，收入未知。"
    },
    {
      "ycId": 31239,
      "originalStatus": "ai-unclear",
      "companyId": "YC31239",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR4-31239-YC",
        "UNCLEAR4-31239-LAUNCH1",
        "UNCLEAR4-31239-LAUNCH2",
        "UNCLEAR4-31239-HOME",
        "YCAIRE9-FORT-YC",
        "YCAIRE9-FORT-MODEL",
        "YCAIRE9-FORT-SHOP",
        "YCAIRE9-FORT-TERMS",
        "YCAIRE9-FORT-REFUND"
      ],
      "reason": "公司说明动作数据20K重复与睡眠训练/验证夜数，支持训练模型任务关联，仅description；未给独立评测/医学验证，负重仍需用户补录。 原1428/928发现快照不改，收入未知。"
    },
    {
      "ycId": 31367,
      "originalStatus": "ai-unclear",
      "companyId": "YC31367",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31367-YC",
        "UNCLEAR5-31367-HOME",
        "YCAIRE11-AND-YC",
        "YCAIRE11-AND-HOME",
        "YCAIRE11-AND-ABOUT",
        "YCAIRE11-AND-TERMS",
        "YCAIRE11-AND-IMPRINT",
        "YCAIRE11-AND-LI"
      ],
      "reason": "可读www明确AI供应商搜索且about与YC创始人对应，按C07描述关联；保留金融实验室/Trading、创始人现状态及Inc./GmbH沿革缺项。原1428/928发现不改，无收入观测。"
    },
    {
      "ycId": 31391,
      "originalStatus": "ai-unclear",
      "companyId": "YC31391",
      "reviewedAt": "2026-10-31",
      "evidenceIds": [
        "UNCLEAR5-31391-YC",
        "UNCLEAR5-31391-LAUNCH1",
        "UNCLEAR5-31391-HOME",
        "YCAIRE12-HEVN-PRICE",
        "YCAIRE12-HEVN-TERMS",
        "YCAIRE12-HEVN-ENTITIES",
        "YCAIRE12-HEVN-YCJOB"
      ],
      "reason": "公司价表/合同明确自身第三方LLM财务助手及用户审核，按C07描述关联；美港主体、金融伙伴/人工与交易净费分开。原1428/928发现不改，收入未知。"
    }
  ]
}