diff --git a/apps/docs/scripts/auth-cli.ts b/apps/docs/scripts/auth-cli.ts index 2f2244f..ae6eca1 100644 --- a/apps/docs/scripts/auth-cli.ts +++ b/apps/docs/scripts/auth-cli.ts @@ -184,8 +184,8 @@ async function main() { const research = await researchResponse.json(); assert.equal(research.companies.length, 1051); assert.equal(research.categories.length, 11); - assert.equal(research.evidence.length, 1925); - assert.equal(research.observations.length, 246); + assert.equal(research.evidence.length, 1958); + assert.equal(research.observations.length, 251); assert.equal((await request("/api/research/ai-companies", { method: "POST", headers })).status, 405); const researchPage = await request("/docs/other-research/ai-company-research/overview", { headers }); assert.equal(researchPage.status, 200); diff --git a/apps/docs/tests/research.test.ts b/apps/docs/tests/research.test.ts index aa2d17c..7fe6eff 100644 --- a/apps/docs/tests/research.test.ts +++ b/apps/docs/tests/research.test.ts @@ -24,8 +24,8 @@ test("research revisions share the authentication database and preserve replay l assert.equal(consumeCode(config, "invalid"), "limited"); const initial = readResearchSnapshot(); assert.equal(initial.companies.length, 1051); - assert.equal(initial.evidence.length, 1925); - assert.equal(initial.observations.length, 246); + assert.equal(initial.evidence.length, 1958); + assert.equal(initial.observations.length, 251); assert.deepEqual(initial.candidateBatches, seed.candidateBatches, "candidate gaps persist in the same database metadata"); assert.deepEqual(initial.directoryRechecks, seed.directoryRechecks, "follow-up classifications persist without rewriting the discovery audit"); assert.deepEqual(readResearchSnapshot(), initial, "reopening does not duplicate records"); @@ -64,7 +64,7 @@ test("research validation rejects broken evidence and unsafe source links", () = test("reviews link explicit companies without turning global or excluded cases into companies", () => { const snapshot = structuredClone(seed) as ResearchSnapshot; - assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 119); + assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 120); assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 12); assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 44); const review = snapshot.reviews.find((r) => r.id === "R4")!; diff --git a/content/research/ai-companies.seed.json b/content/research/ai-companies.seed.json index a28e02c..a6177e0 100644 --- a/content/research/ai-companies.seed.json +++ b/content/research/ai-companies.seed.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-industry-2", + "version": "2026-10-31-industry-3", "asOf": "2026-10-31", "scope": "全球公开资料研究：保留首批个案，并扩展核查2025—2026八个YC批次候选池；成立年份以官方公司页面字段为依据。", "limitations": [ @@ -8871,22 +8871,24 @@ "year": 2025, "team": 3, "location": "New York City, NY", - "business": "公司简介：We audit medical claims for self-insured employers and health plans.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为自保雇主及健康计划核查医疗索赔及支付差错。", + "buyer": "自保雇主及健康计划运营团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留医疗支付行业；旧个人账单工具与现付款方业务分开。60患者减少30万账单是客户成果，3至7%节省是自述，不归Avelis收入；旧Zuvy收购不作本公司退出。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30734" + "YC-E-30734", + "INDUSTRY3-CAT-YC30734" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为自保雇主及健康计划核查医疗索赔及支付差错。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", + "directoryTags": [], + "businessModel": "医疗支付核查软件及回收服务；许可、按节省收费和专业人员待拆" }, { "id": "YC30735", @@ -8896,26 +8898,28 @@ "year": 2026, "team": 2, "location": "New York City, NY", - "business": "公司简介：Instant healthcare for all, starting with work comp", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为工伤管理及康复网络自动处理电话和照护协调。", + "buyer": "工伤管理、专业康复及相关服务机构", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留工伤照护行业；年50万电话为运行/目标口径，未核已实现全年总量，60%降本和40%完成改善不当收入。旧Newfront13亿收购值不归Evergrove。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2026年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30735" + "YC-E-30735", + "INDUSTRY3-CAT-YC30735" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为工伤管理及康复网络自动处理电话和照护协调。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", "directoryTags": [ "Healthcare", "Insurance", "AI" - ] + ], + "businessModel": "行业协调软件与运营服务；电话、工作流、实施及人工费待拆" }, { "id": "YC30736", @@ -8925,27 +8929,30 @@ "year": 2025, "team": 3, "location": "Los Angeles, CA", - "business": "公司简介：AI-native real estate services firm", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为地产投资销售及物业运营提供AI工具和专业服务。", + "buyer": "地产所有者、投资者、经纪及物业团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留地产行业；YC强调服务公司，官网强调软件OS，两种范围并列而不强推单一SaaS。官网20亿分析项目与创始人旧5亿基金均非PARES收入或实际自有资产。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30736" + "YC-E-30736", + "INDUSTRY3-CAT-YC30736", + "INDUSTRY3-PARES-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为地产投资销售及物业运营提供AI工具和专业服务。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", "directoryTags": [ "Real Estate", "Proptech", "AI", "Conversational AI" - ] + ], + "businessModel": "地产软件与经纪/物业服务双线；许可、佣金、管理费及人工待拆" }, { "id": "YC30737", @@ -9065,26 +9072,28 @@ "id": "YC30742", "name": "Sira", "url": "https://www.ycombinator.com/companies/sira", - "cat": "C07", + "cat": "C05", "year": 2025, "team": 4, "location": "San Francisco", - "business": "公司简介：AI Native Rippling for Deskless Workers", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为小时制员工团队处理排班、工时、工资及HR。", + "buyer": "跨行业小时制用工企业", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "移企业HR通用工作，小时制不是单一行业。自动补班和工时检查为自述，不当实测合规保证或处理工资等同收入。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30742" + "YC-E-30742", + "INDUSTRY3-CAT-YC30742" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为小时制员工团队处理排班、工时、工资及HR。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", + "directoryTags": [], + "businessModel": "通用劳动力管理软件；员工、通话、工资处理和服务费待拆" }, { "id": "YC30743", @@ -9158,26 +9167,28 @@ "year": 2025, "team": 4, "location": "San Francisco", - "business": "公司简介：The world's first AI-maximalist pharma company", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "以AI辅助筛选药物、规划临床并推进资产交易。", + "buyer": "药物研发及药品资产投资运营团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留医药研发；买药、试验、出售获利是商业方向，10倍/20倍为自述，未核已获资产、临床试验、审批或利润。模型调用不是自研基础模型销售。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30747" + "YC-E-30747", + "INDUSTRY3-CAT-YC30747" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以AI辅助筛选药物、规划临床并推进资产交易。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", "directoryTags": [ "AI-powered Drug Discovery", "Biotech", "Drug Delivery" - ] + ], + "businessModel": "药物资产与临床研发业务；许可交易、研发、试验及专业人员成本待拆" }, { "id": "YC30748", @@ -9217,22 +9228,25 @@ "year": 2025, "team": 5, "location": "New York City, NY", - "business": "公司简介：AI-native insurance brokerage.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "以AI配合持牌经纪人员为企业配置复杂保险。", + "buyer": "建筑、安防及技工企业保险客户", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留保险专业服务；500企业是管理风险采用自述，不等付费数或保费净收入。执照及合同未独立核，官网本次不可读。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30749" + "YC-E-30749", + "INDUSTRY3-CAT-YC30749", + "INDUSTRY3-FERNSTONE-ACCESS" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以AI配合持牌经纪人员为企业配置复杂保险。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", + "directoryTags": [], + "businessModel": "保险经纪服务；佣金、保费转付、人工与软件成本待拆" }, { "id": "YC30754", @@ -9242,22 +9256,24 @@ "year": 2025, "team": 4, "location": "New York City, NY", - "business": "公司简介：AI Referral Automation for Primary Care Clinics", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为基层医疗机构处理转诊、授权、状态更新及患者跟进。", + "buyer": "基层医疗及区域健康机构", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留医疗流程；两周签区域机构及100小时节省为自述，未给合同收入。前Google十亿用户和全国转诊量不归Locata客户或规模。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30754" + "YC-E-30754", + "INDUSTRY3-CAT-YC30754" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为基层医疗机构处理转诊、授权、状态更新及患者跟进。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", + "directoryTags": [], + "businessModel": "医疗转诊软件；工作流、集成、机构及人工支持费用待拆" }, { "id": "YC30756", @@ -9503,27 +9519,29 @@ "year": 2025, "team": 11, "location": "New York City, NY", - "business": "公司简介：Optimizing fleet planning with data driven algorithms", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "结合车队数据及司机限制优化卡车装载与调度。", + "buyer": "中大型卡车车队及调度团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留运输行业，算法适配为产品方式，不当通用模型供给。每错误数千成本及智能调度宣传未独立核，不当收入或保证无违规。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30775" + "YC-E-30775", + "INDUSTRY3-CAT-YC30775" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：结合车队数据及司机限制优化卡车装载与调度。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", "directoryTags": [ "Logistics", "Supply Chain", "Data Science", "AI" - ] + ], + "businessModel": "运输优化软件；车辆、计划、数据及实施费待拆" }, { "id": "YC30779", @@ -9533,22 +9551,24 @@ "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：AI-native ERP for manufacturers", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为制造企业管理ERP及采购订单录入。", + "buyer": "制造企业订单和运营团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留制造运营，旧发布明确人复核批准订单，不当全自动。YC标Inactive，仅为目录状态；创始人旧项目200万融资不归当前收入。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", - "stage": "目录公开，商业成熟度待核验", + "stage": "YC标Inactive；实际经营及法律状态未独立核", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30779" + "YC-E-30779", + "INDUSTRY3-CAT-YC30779" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为制造企业管理ERP及采购订单录入。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", + "directoryTags": [], + "businessModel": "制造ERP及订单软件；单据、集成、许可和实施成本待拆" }, { "id": "YC30782", @@ -9708,22 +9728,25 @@ "year": 2025, "team": 17, "location": "Austin, TX", - "business": "公司简介：Secure frontier AI for government & adjacent knowledge work", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为政府及相关法律政策团队提供知识Agent和公众办事助手。", + "buyer": "政府机构及企业法律政策团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留政务行业；最大数据库、Virginia法律要求和政府logo均未本轮独立核法律原文或采购。FedRAMP Ready展示不扩写成全部产品已获授权，不推合同额。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30794" + "YC-E-30794", + "INDUSTRY3-CAT-YC30794", + "INDUSTRY3-VULCAN-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为政府及相关法律政策团队提供知识Agent和公众办事助手。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", + "directoryTags": [], + "businessModel": "政府行业软件；许可、部署、数据及服务成本待拆" }, { "id": "YC30795", @@ -9814,26 +9837,28 @@ "id": "YC30799", "name": "Avent", "url": "https://www.ycombinator.com/companies/avent", - "cat": "C07", + "cat": "C06", "year": 2025, "team": 5, "location": "San Francisco", - "business": "公司简介：AI agents for industrial commerce", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为工业销售团队处理销售邮箱、产品报价及订单录入。", + "buyer": "制造及工业分销销售团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "移客户销售运营；每日20万报价是客户潜在订单金额，非Avent成交或收入。报价、采购及库存协调不等自营商品销售或平台抽成已核。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30799" + "YC-E-30799", + "INDUSTRY3-CAT-YC30799" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为工业销售团队处理销售邮箱、产品报价及订单录入。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", + "directoryTags": [], + "businessModel": "销售订单自动化；报价量、单据、平台及实施费用待拆" }, { "id": "YC30802", @@ -9956,28 +9981,30 @@ "id": "YC30818", "name": "Nox Metals", "url": "https://www.ycombinator.com/companies/nox-metals", - "cat": "C07", + "cat": "C10", "year": 2025, "team": 52, "location": "Detroit, MI", - "business": "公司简介：Supplying America's Industrial Base", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "供应制造用金属材料，并建设自动化加工交付能力。", + "buyer": "制造企业金属材料采购方", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "移实体产业；自动化工厂在建/规划与已交付材料分开，项目销售额不当软件ARR，AI使用未独立核，不按轻资产SaaS估整体毛利。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30818" + "YC-E-30818", + "INDUSTRY3-CAT-YC30818" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：供应制造用金属材料，并建设自动化加工交付能力。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", "directoryTags": [ "Manufacturing" - ] + ], + "businessModel": "金属供应及加工实体业务；材料、加工、仓储、物流和自动化成本待拆" }, { "id": "YC30822", @@ -10150,27 +10177,29 @@ "year": 2025, "team": 11, "location": "New York City, NY", - "business": "公司简介：The AI drawing review platform for architects and engineers.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为建筑工程PDF及Revit图纸执行QA、规范检查及协调复核。", + "buyer": "建筑师及工程设计团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留工程行业；最准/千页数分钟为自述，未复测或验证规范适用。行业1770亿返工成本不归公司市场份额或收入。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30845" + "YC-E-30845", + "INDUSTRY3-CAT-YC30845" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为建筑工程PDF及Revit图纸执行QA、规范检查及协调复核。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", "directoryTags": [ "Computer Vision", "Construction", "Architecture", "AI" - ] + ], + "businessModel": "建筑图纸质量软件；项目、图页、许可和专业审核费用待拆" }, { "id": "YC30847", @@ -10769,22 +10798,24 @@ "year": 2025, "team": 8, "location": "San Francisco", - "business": "公司简介：AI Tax prep and accounting software for CPA firms", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为CPA事务所处理税务准备、底稿及持续记账。", + "buyer": "会计及税务事务所", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留专业事务所业务；明确提交人类审核，未核税务资格、账目准确性或付费。未来事务所完整系统方向与当前税务/账务交付分开。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30878" + "YC-E-30878", + "INDUSTRY3-CAT-YC30878" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为CPA事务所处理税务准备、底稿及持续记账。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", + "directoryTags": [], + "businessModel": "会计行业软件及辅助服务；客户、税表、许可及人复核成本待拆" }, { "id": "YC30879", @@ -10984,29 +11015,31 @@ "id": "YC30889", "name": "Alder", "url": "https://www.ycombinator.com/companies/alder", - "cat": "C07", + "cat": "C05", "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：AI employees for finance, starting with accounts receivable.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为企业财务团队跟进应收、整理单据、对账并处理例外。", + "buyer": "跨行业企业内部财务团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "移企业通用财务；发送客户内容须人同意，免费两周不作已付费。旧Uber每周500万司机的支付系统是履历，不归Alder客户或交易量。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30889" + "YC-E-30889", + "INDUSTRY3-CAT-YC30889" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业财务团队跟进应收、整理单据、对账并处理例外。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", "directoryTags": [ "B2B", "AI" - ] + ], + "businessModel": "通用财务Agent软件；任务、单据、实施及运营费用待拆" }, { "id": "YC30891", @@ -11286,28 +11319,30 @@ "year": 2025, "team": 2, "location": "New York City, NY", - "business": "公司简介：Automatic Construction Drawing Clash Detection", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "检查施工前多专业图纸差错并生成澄清请求草稿。", + "buyer": "建设项目协调及施工团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留建筑行业；节省数百万项目成本为自述，不当Helonic收入。RFI草稿仍需团队解决，不当已签工程责任或无需专家。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30911" + "YC-E-30911", + "INDUSTRY3-CAT-YC30911" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：检查施工前多专业图纸差错并生成澄清请求草稿。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", "directoryTags": [ "Construction", "B2B", "Workflow Automation", "Architecture", "AI" - ] + ], + "businessModel": "建筑协调软件；项目、图页、集成和专业审核成本待拆" }, { "id": "YC30912", @@ -11431,63 +11466,67 @@ "id": "YC30917", "name": "Bravi", "url": "https://www.ycombinator.com/companies/bravi", - "cat": "C07", + "cat": "C06", "year": 2025, "team": 8, "location": "New York City, NY", - "business": "公司简介：AI operating system for home improvement manufacturers", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为门窗及家装产品销售和客服连接技术资料、配置产品并生成报价。", + "buyer": "制造商及安装商销售客服团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "移客户运营；旧语音聊天助手与现技术商业数据工具分期。欧洲美国使用及减少漏单为自述，客户销售额不归Bravi收入。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30917" + "YC-E-30917", + "INDUSTRY3-CAT-YC30917" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为门窗及家装产品销售和客服连接技术资料、配置产品并生成报价。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", "directoryTags": [ "B2B", "Manufacturing", "Automation", "Home Services", "AI Assistant" - ] + ], + "businessModel": "行业销售客服软件；会话、配置、连接及实施费待拆" }, { "id": "YC30918", "name": "ComplyDo", "url": "https://www.ycombinator.com/companies/complydo", - "cat": "C07", + "cat": "C05", "year": 2025, "team": 17, "location": "Berlin, Germany", - "business": "公司简介：Global Compliance for Enterprises", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为跨行业企业提取合规要求、映射控制并监测差距变化。", + "buyer": "企业GRC及内控团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "移通用企业治理，与实际法律代理服务分开。10倍效率及最大欧企采用未核，合规建议不是已核法律意见或保证。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30918" + "YC-E-30918", + "INDUSTRY3-CAT-YC30918" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为跨行业企业提取合规要求、映射控制并监测差距变化。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", "directoryTags": [ "B2B", "Compliance", "LegalTech", "Cybersecurity", "AI" - ] + ], + "businessModel": "通用企业合规软件；法规、文档、许可及服务费待拆" }, { "id": "YC30919", @@ -11525,28 +11564,30 @@ "year": 2025, "team": 15, "location": "San Francisco", - "business": "公司简介：AI Operating System for Legal Teams", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为法律团队提供研究、起草、合同审阅及案件工作流。", + "buyer": "律师事务所及企业法务团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留法律专业工作；500万文档、20万案件及200组织为处理和采用自述，不等独立客户或收入。引用验证、安全和每周10小时节省未独立核。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30920" + "YC-E-30920", + "INDUSTRY3-CAT-YC30920" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为法律团队提供研究、起草、合同审阅及案件工作流。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", "directoryTags": [ "SaaS", "B2B", "Legal", "LegalTech", "AI" - ] + ], + "businessModel": "法律工作软件；席位、文档、案件和部署成本待拆" }, { "id": "YC30923", @@ -11585,22 +11626,25 @@ "year": 2025, "team": 5, "location": "San Francisco", - "business": "公司简介：Casey is an AI-native commercial insurance brokerage", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "由保险经纪人员面向企业提供投保、报价比较及续保服务。", + "buyer": "企业商业保险客户", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留专业经纪；现官网与YC称经纪公司，旧发布为分销基础设施，两线分期。100保险商覆盖不是客户数或自身保费收入，牌照未独立核。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30924" + "YC-E-30924", + "INDUSTRY3-CAT-YC30924", + "INDUSTRY3-CASEY-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：由保险经纪人员面向企业提供投保、报价比较及续保服务。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", + "directoryTags": [], + "businessModel": "保险经纪加AI运营；佣金、服务费、保费转付和人工待拆" }, { "id": "YC30925", @@ -11610,52 +11654,57 @@ "year": 2025, "team": 3, "location": "Boulder, CO", - "business": "公司简介：Biospecimen logistics & operations layer to accelerate drug dev", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为药企和研究团队提供样本收集、处理、存储及运输运营。", + "buyer": "生物医药及临床研究团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留专业科研运营；24小时报价不等签约、完成采样或临床成功。当前AI具体作用未充分核，不把实物及物流项目款当软件ARR。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30925" + "YC-E-30925", + "INDUSTRY3-CAT-YC30925", + "INDUSTRY3-PACELINE-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为药企和研究团队提供样本收集、处理、存储及运输运营。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", "directoryTags": [ "AI-powered Drug Discovery", "Biotech", "Drug discovery", "Biotechnology" - ] + ], + "businessModel": "专业样本物流及实验运营服务；套件、处理、存储、运输和人力待拆" }, { "id": "YC30927", "name": "Oxus", "url": "https://www.ycombinator.com/companies/oxus", - "cat": "C07", + "cat": "C05", "year": 2025, "team": 3, "location": "San Francisco", - "business": "公司简介：AI-powered automation for internal audit workflows", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为跨行业上市及拟上市企业自动处理内部审计工作。", + "buyer": "企业SOX及内部审计团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "移企业通用审计；200至800时薪及每年30万至百万是外包成本背景，不当Oxus报价或收入。10倍效率和审计有效性未核。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30927" + "YC-E-30927", + "INDUSTRY3-CAT-YC30927" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为跨行业上市及拟上市企业自动处理内部审计工作。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", + "directoryTags": [], + "businessModel": "通用内审软件；控制、流程、许可和实施费待拆" }, { "id": "YC30928", @@ -11909,53 +11958,59 @@ "year": 2025, "team": 3, "location": "London, United Kingdom", - "business": "公司简介：AI-native recruiting agency", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为企业承接岗位搜索、候选人筛选及招聘交付。", + "buyer": "企业招聘及人才团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "保留专业招聘服务；官网现500美元/月加首年底薪15%，旧发布500启动费条件分期。报价不是已收收入，候选人薪资不是营收；自测搜索成绩未独立核。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", - "price": "本轮未逐一核验", + "price": "官网US$500/月招聘期间加首年底薪15%签约成功费；旧发布500启动费口径分期。实际合同、退款、触发及回款未核", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30944" + "YC-E-30944", + "INDUSTRY3-CAT-YC30944", + "INDUSTRY3-PRISM-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业承接岗位搜索、候选人筛选及招聘交付。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", + "directoryTags": [], + "businessModel": "专业招聘代理服务；月招聘费加签约成功费，人力与搜索成本待拆" }, { "id": "YC30945", "name": "Zalos", "url": "https://www.ycombinator.com/companies/zalos", - "cat": "C07", + "cat": "C05", "year": 2025, "team": 10, "location": "London, United Kingdom", - "business": "公司简介：Hire Zalos AI workers to run your finance department", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为企业财务团队映射流程并执行应付、账单、对账及控制工作。", + "buyer": "跨行业企业财务团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "移企业通用工作；财务harness和Computer Agent是实现方式，不归通用开发设施。零集成、78%自动解决及自学习为厂商示例或主张，不等已核控制有效或收入。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30945" + "YC-E-30945", + "INDUSTRY3-CAT-YC30945", + "INDUSTRY3-ZALOS-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业财务团队映射流程并执行应付、账单、对账及控制工作。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", "directoryTags": [ "Fintech", "Finance", "Enterprise", "Billing", "AI Assistant" - ] + ], + "businessModel": "通用财务自动化；按成果收费自述，平台、运行、实施及人力待拆" }, { "id": "YC30947", @@ -12050,26 +12105,29 @@ "year": 2025, "team": 2, "location": "Los Angeles, CA", - "business": "公司简介：AI Legal OS", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为律师事务所连接客户接待、案件、文档、沟通和计费流程。", + "buyer": "律师事务所及专业法律团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及效果未独立核。", + "notes": "YC简介很短，官网现为全所LegalOS，补具体行业交付后保留C07。白手套配置和训练不推全软件毛利，律所标识、示例案件及时间记录不是独立收入证据。 原成立和团队快照保留；主营分类不等产品、财务或技术审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30953" + "YC-E-30953", + "INDUSTRY3-CAT-YC30953", + "INDUSTRY3-RELAW-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为律师事务所连接客户接待、案件、文档、沟通和计费流程。 按买家、交付和服务边界分类，不将客户金额或旧业务成果当公司收入。", "directoryTags": [ "SaaS", "Legal", "AI" - ] + ], + "businessModel": "法律实践管理软件加配置培训；许可、实施和支持费待拆" }, { "id": "YC30954", @@ -34784,6 +34842,81 @@ "evidence": "INDUSTRY2-CAT-YC30726", "selection": "excluded", "comparisonGroup": null + }, + { + "id": "INDUSTRY3-O-AVELIS-SAVING", + "company": "YC30734", + "name": "Avelis Health", + "kind": "客户规模或旧业务成果边界", + "value": 300000, + "unit": "原文$，币种待核", + "bound": ">", + "scope": "旧消费者患者账单减少，非Avelis收入", + "timing": "2025-08-19发布及当前简介称数月内，准确期间未给", + "reason": "60患者累计减免/减少不是供应商收费，不推公司ARR", + "evidence": "INDUSTRY3-CAT-YC30734", + "selection": "excluded", + "comparisonGroup": null + }, + { + "id": "INDUSTRY3-O-AVENT-QUOTES", + "company": "YC30799", + "name": "Avent", + "kind": "客户规模或旧业务成果边界", + "value": 200000, + "unit": "原文$，币种待核", + "bound": ">", + "scope": "客户日均报价潜在订单金额，非Avent收入", + "timing": "2025-08-15发布称每天，准确经营截至日未给", + "reason": "报价不等签约、成交或平台净收入，不反推抽成", + "evidence": "INDUSTRY3-CAT-YC30799", + "selection": "excluded", + "comparisonGroup": null + }, + { + "id": "INDUSTRY3-O-PARES-PROJECTS", + "company": "YC30736", + "name": "PARES AI", + "kind": "客户规模或旧业务成果边界", + "value": 2000000000, + "unit": "原文$，币种待核", + "bound": ">", + "scope": "官网项目分析/承销估算规模，非PARES收入", + "timing": "官网当前展示，统计期间未给", + "reason": "项目价值不是公司收费或持有资产，软件及经纪模式范围待核", + "evidence": "INDUSTRY3-PARES-HOME", + "selection": "excluded", + "comparisonGroup": null + }, + { + "id": "INDUSTRY3-O-PARES-OLD-FUND", + "company": "YC30736", + "name": "PARES AI", + "kind": "客户规模或旧业务成果边界", + "value": 500000000, + "unit": "原文$，币种待核", + "bound": ">", + "scope": "创始人此前管理基金规模，非PARES资产或收入", + "timing": "2025-07-14发布中的旧经历，具体基金日期未给", + "reason": "旧Motiva基金规模和39项目不转移当前公司，不作为ARR", + "evidence": "INDUSTRY3-CAT-YC30736", + "selection": "excluded", + "comparisonGroup": null + }, + { + "id": "INDUSTRY3-O-EVERGROVE-OLD-ACQ", + "company": "YC30735", + "name": "Evergrove", + "kind": "客户规模或旧业务成果边界", + "value": 1300000000, + "unit": "原文$，币种待核", + "bound": "=", + "scope": "前Newfront收购交易值，非Evergrove收入或退出", + "timing": "2026-08-26发布引用旧Newfront交易，非本公司经营期", + "reason": "旧雇主收购值不归新公司；技术被提及不等当前公司取得交易款或合同", + "evidence": "INDUSTRY3-CAT-YC30735", + "selection": "excluded", + "comparisonGroup": null } ], "evidence": [ @@ -55961,6 +56094,369 @@ "kind": "公司公开资料复核", "summary": "发布称正收购服务约20家救护车提供方的传统账单机构，年度客户索赔超过50M，收入/人接近翻倍。", "limitation": "正收购不等交割完成；索赔和收入/人增长不提供公司收入金额，不能与100M现官网加总或乘假设佣金。" + }, + { + "id": "INDUSTRY3-CAT-YC30734", + "companyId": "YC30734", + "title": "Avelis Health行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/avelis-health", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为自保雇主及健康计划核查医疗索赔及支付差错。 保留医疗支付行业；旧个人账单工具与现付款方业务分开。60患者减少30万账单是客户成果，3至7%节省是自述，不归Avelis收入；旧Zuvy收购不作本公司退出。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30735", + "companyId": "YC30735", + "title": "Evergrove行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/evergrove", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为工伤管理及康复网络自动处理电话和照护协调。 保留工伤照护行业；年50万电话为运行/目标口径，未核已实现全年总量，60%降本和40%完成改善不当收入。旧Newfront13亿收购值不归Evergrove。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30736", + "companyId": "YC30736", + "title": "PARES AI行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/pares-ai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为地产投资销售及物业运营提供AI工具和专业服务。 保留地产行业；YC强调服务公司，官网强调软件OS，两种范围并列而不强推单一SaaS。官网20亿分析项目与创始人旧5亿基金均非PARES收入或实际自有资产。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30742", + "companyId": "YC30742", + "title": "Sira行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/sira", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为小时制员工团队处理排班、工时、工资及HR。 移企业HR通用工作，小时制不是单一行业。自动补班和工时检查为自述，不当实测合规保证或处理工资等同收入。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30747", + "companyId": "YC30747", + "title": "Convexia行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/convexia", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "以AI辅助筛选药物、规划临床并推进资产交易。 保留医药研发；买药、试验、出售获利是商业方向，10倍/20倍为自述，未核已获资产、临床试验、审批或利润。模型调用不是自研基础模型销售。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30749", + "companyId": "YC30749", + "title": "Fernstone行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/fernstone", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "以AI配合持牌经纪人员为企业配置复杂保险。 保留保险专业服务；500企业是管理风险采用自述，不等付费数或保费净收入。执照及合同未独立核，官网本次不可读。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30754", + "companyId": "YC30754", + "title": "Locata行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/locata", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为基层医疗机构处理转诊、授权、状态更新及患者跟进。 保留医疗流程；两周签区域机构及100小时节省为自述，未给合同收入。前Google十亿用户和全国转诊量不归Locata客户或规模。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30775", + "companyId": "YC30775", + "title": "Fleetline行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/fleetline", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "结合车队数据及司机限制优化卡车装载与调度。 保留运输行业，算法适配为产品方式，不当通用模型供给。每错误数千成本及智能调度宣传未独立核，不当收入或保证无违规。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30779", + "companyId": "YC30779", + "title": "Smartbase行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/smartbase", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为制造企业管理ERP及采购订单录入。 保留制造运营，旧发布明确人复核批准订单，不当全自动。YC标Inactive，仅为目录状态；创始人旧项目200万融资不归当前收入。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30794", + "companyId": "YC30794", + "title": "Vulcan Technologies行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/vulcan-technologies", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为政府及相关法律政策团队提供知识Agent和公众办事助手。 保留政务行业；最大数据库、Virginia法律要求和政府logo均未本轮独立核法律原文或采购。FedRAMP Ready展示不扩写成全部产品已获授权，不推合同额。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30799", + "companyId": "YC30799", + "title": "Avent行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/avent", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为工业销售团队处理销售邮箱、产品报价及订单录入。 移客户销售运营；每日20万报价是客户潜在订单金额，非Avent成交或收入。报价、采购及库存协调不等自营商品销售或平台抽成已核。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30818", + "companyId": "YC30818", + "title": "Nox Metals行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/nox-metals", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "供应制造用金属材料，并建设自动化加工交付能力。 移实体产业；自动化工厂在建/规划与已交付材料分开，项目销售额不当软件ARR，AI使用未独立核，不按轻资产SaaS估整体毛利。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30845", + "companyId": "YC30845", + "title": "Structured AI行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/structured-ai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为建筑工程PDF及Revit图纸执行QA、规范检查及协调复核。 保留工程行业；最准/千页数分钟为自述，未复测或验证规范适用。行业1770亿返工成本不归公司市场份额或收入。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30878", + "companyId": "YC30878", + "title": "Cranston AI行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/cranston-ai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为CPA事务所处理税务准备、底稿及持续记账。 保留专业事务所业务；明确提交人类审核，未核税务资格、账目准确性或付费。未来事务所完整系统方向与当前税务/账务交付分开。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30889", + "companyId": "YC30889", + "title": "Alder行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/alder", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为企业财务团队跟进应收、整理单据、对账并处理例外。 移企业通用财务；发送客户内容须人同意，免费两周不作已付费。旧Uber每周500万司机的支付系统是履历，不归Alder客户或交易量。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30911", + "companyId": "YC30911", + "title": "Helonic行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/helonic", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "检查施工前多专业图纸差错并生成澄清请求草稿。 保留建筑行业；节省数百万项目成本为自述，不当Helonic收入。RFI草稿仍需团队解决，不当已签工程责任或无需专家。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30917", + "companyId": "YC30917", + "title": "Bravi行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/bravi", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为门窗及家装产品销售和客服连接技术资料、配置产品并生成报价。 移客户运营；旧语音聊天助手与现技术商业数据工具分期。欧洲美国使用及减少漏单为自述，客户销售额不归Bravi收入。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30918", + "companyId": "YC30918", + "title": "ComplyDo行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/complydo", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为跨行业企业提取合规要求、映射控制并监测差距变化。 移通用企业治理，与实际法律代理服务分开。10倍效率及最大欧企采用未核，合规建议不是已核法律意见或保证。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30920", + "companyId": "YC30920", + "title": "Lexi行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/lexi", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为法律团队提供研究、起草、合同审阅及案件工作流。 保留法律专业工作；500万文档、20万案件及200组织为处理和采用自述，不等独立客户或收入。引用验证、安全和每周10小时节省未独立核。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30924", + "companyId": "YC30924", + "title": "Casey行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/casey", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "由保险经纪人员面向企业提供投保、报价比较及续保服务。 保留专业经纪；现官网与YC称经纪公司，旧发布为分销基础设施，两线分期。100保险商覆盖不是客户数或自身保费收入，牌照未独立核。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30925", + "companyId": "YC30925", + "title": "Paceline Bio行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/paceline-bio", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为药企和研究团队提供样本收集、处理、存储及运输运营。 保留专业科研运营；24小时报价不等签约、完成采样或临床成功。当前AI具体作用未充分核，不把实物及物流项目款当软件ARR。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30927", + "companyId": "YC30927", + "title": "Oxus行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/oxus", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为跨行业上市及拟上市企业自动处理内部审计工作。 移企业通用审计；200至800时薪及每年30万至百万是外包成本背景，不当Oxus报价或收入。10倍效率和审计有效性未核。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30944", + "companyId": "YC30944", + "title": "Prism行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/tryprism", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为企业承接岗位搜索、候选人筛选及招聘交付。 保留专业招聘服务；官网现500美元/月加首年底薪15%，旧发布500启动费条件分期。报价不是已收收入，候选人薪资不是营收；自测搜索成绩未独立核。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30945", + "companyId": "YC30945", + "title": "Zalos行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/zalos", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为企业财务团队映射流程并执行应付、账单、对账及控制工作。 移企业通用工作；财务harness和Computer Agent是实现方式，不归通用开发设施。零集成、78%自动解决及自学习为厂商示例或主张，不等已核控制有效或收入。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-CAT-YC30953", + "companyId": "YC30953", + "title": "Relaw行业交付及收费模式复核", + "url": "https://www.ycombinator.com/companies/relaw", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为律师事务所连接客户接待、案件、文档、沟通和计费流程。 YC简介很短，官网现为全所LegalOS，补具体行业交付后保留C07。白手套配置和训练不推全软件毛利，律所标识、示例案件及时间记录不是独立收入证据。", + "limitation": "主营及相关发布节选不是独立能力或财务证据；报价、客户节省、资产、保费、引语和旧公司估值/收入均按归属拆分。" + }, + { + "id": "INDUSTRY3-VULCAN-HOME", + "companyId": "YC30794", + "title": "Vulcan政务产品及采购边界", + "url": "https://vulcan.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网分别描述Justinian政府知识工作Agent与Trajan公众办事助手，并展示部署机构及FedRAMP Ready入口。", + "limitation": "未核政府合同、法律强制条款原文或认证范围，展示不等收入；未访问非公开数据。" + }, + { + "id": "INDUSTRY3-ZALOS-HOME", + "companyId": "YC30945", + "title": "Zalos财务流程与控制交付", + "url": "https://www.zalos.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网面向企业财务，包含流程图、GUI操作、控制和追溯，仍需人处理例外。", + "limitation": "演示7610发票、78%自动解决和学习效果不是实际收入或独立复测；成果收费合同及实施人工未核。" + }, + { + "id": "INDUSTRY3-CASEY-HOME", + "companyId": "YC30924", + "title": "Casey现保险经纪模式", + "url": "https://caseyinsure.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网以企业保险服务为主，由专业人员了解需求并比较保险商报价，后续处理证书、索赔和续保。", + "limitation": "与旧纯分销基础设施发布分开，保险商覆盖及保费不是平台收入；佣金、执照和保险合同未独立核。" + }, + { + "id": "INDUSTRY3-RELAW-HOME", + "companyId": "YC30953", + "title": "Relaw全所LegalOS及服务", + "url": "https://www.relaw.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网说明客户沟通、案件、文档、时间、账单及信托会计整合，含配置和培训支持。", + "limitation": "律所logo、示例案件和效率不是已核付费或准确性，实际人工比例、合同及收入未知。" + }, + { + "id": "INDUSTRY3-PARES-HOME", + "companyId": "YC30736", + "title": "PARES软件与专业服务口径差异", + "url": "https://www.pares.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网强调地产OS和软件工作流，列20亿以上项目分析量；YC当前简介则为经纪和物业服务公司。", + "limitation": "两个模式并列待合同确认；20亿项目、旧5亿基金和客户管理单位不归公司收入或自有资产。" + }, + { + "id": "INDUSTRY3-FERNSTONE-ACCESS", + "companyId": "YC30749", + "title": "Fernstone官网访问缺项", + "url": "https://www.fernstone.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "网页工具本次未取得官网正文，分类及经纪/人工模式依据YC当前简介。", + "limitation": "访问失败不等停业或未持牌，执照、合同、佣金与实际收入留缺，不能把AI-native称呼当全无人。" + }, + { + "id": "INDUSTRY3-PRISM-HOME", + "companyId": "YC30944", + "title": "Prism按月招聘与成功收费", + "url": "https://tryprism.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网明确端到端招聘服务，无须客户建招聘软件或团队；US$500/月加首年底薪15%的签约成功费。", + "limitation": "与旧500启动费报价分期；标价不是实收或ARR，薪资不是平台收入。PeopleSearchBench成绩仍为公司自测，未读取论文或复测。" + }, + { + "id": "INDUSTRY3-PACELINE-HOME", + "companyId": "YC30925", + "title": "Paceline样本及物流服务", + "url": "https://paceline.bio/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网提供采集套件、运输、处理和存储运营，按客户研究需求报价。", + "limitation": "AI实际作用未充分核；24小时报价不等签约或履约，样本许可、临床资质、收入与专业成本未独立核。" } ], "reviews": [ @@ -59234,6 +59730,76 @@ "INDUSTRY2-OVERDRIVE-LAUNCH" ], "handling": "Overdrive人工账单及拟收购、b12科研软件/实验交付、Alara商品采购分别记业务模式。索赔、旧雇主增收/节省、客户AUM、演示资产、数据索引和科研宣传不当自身收入或独立技术验证。无新增可比MRR。" + }, + { + "id": "INDUSTRY3-R-25", + "type": "行业第三批专业服务与通用工作分类复核", + "company": "原C07第三批25家公司", + "scope": "companies", + "companyIds": [ + "YC30734", + "YC30735", + "YC30736", + "YC30742", + "YC30747", + "YC30749", + "YC30754", + "YC30775", + "YC30779", + "YC30794", + "YC30799", + "YC30818", + "YC30845", + "YC30878", + "YC30889", + "YC30911", + "YC30917", + "YC30918", + "YC30920", + "YC30924", + "YC30925", + "YC30927", + "YC30944", + "YC30945", + "YC30953" + ], + "summary": "25项主营及相关发布节选已读，补8项官网资料或访问缺项；17保留C07、8迁通用工作/销售/实体产业。经纪、招聘、样本服务与行业软件并列收费及成本边界。", + "evidenceIds": [ + "INDUSTRY3-CAT-YC30734", + "INDUSTRY3-CAT-YC30735", + "INDUSTRY3-CAT-YC30736", + "INDUSTRY3-CAT-YC30742", + "INDUSTRY3-CAT-YC30747", + "INDUSTRY3-CAT-YC30749", + "INDUSTRY3-CAT-YC30754", + "INDUSTRY3-CAT-YC30775", + "INDUSTRY3-CAT-YC30779", + "INDUSTRY3-CAT-YC30794", + "INDUSTRY3-CAT-YC30799", + "INDUSTRY3-CAT-YC30818", + "INDUSTRY3-CAT-YC30845", + "INDUSTRY3-CAT-YC30878", + "INDUSTRY3-CAT-YC30889", + "INDUSTRY3-CAT-YC30911", + "INDUSTRY3-CAT-YC30917", + "INDUSTRY3-CAT-YC30918", + "INDUSTRY3-CAT-YC30920", + "INDUSTRY3-CAT-YC30924", + "INDUSTRY3-CAT-YC30925", + "INDUSTRY3-CAT-YC30927", + "INDUSTRY3-CAT-YC30944", + "INDUSTRY3-CAT-YC30945", + "INDUSTRY3-CAT-YC30953", + "INDUSTRY3-VULCAN-HOME", + "INDUSTRY3-ZALOS-HOME", + "INDUSTRY3-CASEY-HOME", + "INDUSTRY3-RELAW-HOME", + "INDUSTRY3-PARES-HOME", + "INDUSTRY3-FERNSTONE-ACCESS", + "INDUSTRY3-PRISM-HOME", + "INDUSTRY3-PACELINE-HOME" + ], + "handling": "PARES现YC服务与官网软件口径并列，Prism新旧招聘报价分期，Casey实际经纪与旧基础设施发布分开。患者减免、客户报价/项目、旧基金及旧雇主收购值均排除公司收入；没有新增可比MRR，政府法律/资质及模型效果均未独立验。" } ], "coverage": { diff --git a/content/research/ai-companies.sources.json b/content/research/ai-companies.sources.json index ede27e0..7a47822 100644 --- a/content/research/ai-companies.sources.json +++ b/content/research/ai-companies.sources.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-industry-2", + "version": "2026-10-31-industry-3", "scopeConfirmedAt": "2026-10-30", "acceptance": "以确认的公开来源清单为边界，逐条核对并标明缺项。", "provenance": "S01—S12恢复自已提交用户的《AI公司研究_来源与分类模板》来源清单；S13—S16单列后续已使用的补充证据渠道，不将使用次数当作全量覆盖。", @@ -15,7 +15,7 @@ ], "initialAccess": "官网目录可访问", "boundary": "已读取八个2025—2026批次镜像候选池1428条，再核YC官方页面；不声称覆盖全部YC历年或未公开公司。", - "nextCheck": "原新增目录33条深化并保留来源；本快照基础项436条主营人工复核。原C07累计45项已读主营与相关发布：28保留、17按交付迁移，尚余139项规则初分。训练数据/环境、专用模型研发、实体承包、人工账单及科研制造与行业软件分开；Overdrive客户年度索赔50M/100M不当收入、不相加，旧雇主成果和客户资产排除。本快照C05仍89项规则初分，继续纳入后续复核。主体、定价、技术及同口径财务和非YC来源缺项继续保留。", + "nextCheck": "原新增目录33条深化并保留来源；本快照基础项461条主营人工复核。原C07累计70项已读主营与相关发布：45保留、25按交付迁移，尚余114项规则初分。保险/地产经纪、招聘和样本物流与软件分开，PARES双模式待合同核，Prism月费/成功费与旧启动费分期；患者减免、客户报价/项目、基金、索赔和旧雇主成果不作公司收入。本快照C05仍89项规则初分，继续纳入后续结果；其他非人工资料、主体、财务、技术及非YC来源覆盖仍缺。", "limitation": "批次不等于成立年；不代表全部公司" }, { diff --git a/content/research/ai-income-analysis.json b/content/research/ai-income-analysis.json index 5d9a104..8dd5118 100644 --- a/content/research/ai-income-analysis.json +++ b/content/research/ai-income-analysis.json @@ -1,5 +1,5 @@ { - "sourceVersion": "2026-10-31-industry-2", + "sourceVersion": "2026-10-31-industry-3", "asOf": "2026-10-31", "metric": "platform-mrr-usd", "sampleUnit": "product-or-business",