diff --git a/apps/docs/scripts/auth-cli.ts b/apps/docs/scripts/auth-cli.ts index 76f67f5..09c8ec9 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, 1991); - assert.equal(research.observations.length, 258); + assert.equal(research.evidence.length, 2033); + assert.equal(research.observations.length, 270); 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 2d36d2c..6e38942 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, 1991); - assert.equal(initial.observations.length, 258); + assert.equal(initial.evidence.length, 2033); + assert.equal(initial.observations.length, 270); 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, 121); + assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 124); 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")!; @@ -86,10 +86,10 @@ test("disclosure counts exclude client income, biographies, targets and duplicat const snapshot = seed as ResearchSnapshot; const summary = categorySummary(snapshot); assert.equal(summary.reduce((n, c) => n + c.count, 0), 1051); - assert.equal(summary.reduce((n, c) => n + c.self, 0), 45); + assert.equal(summary.reduce((n, c) => n + c.self, 0), 47); assert.equal(summary.reduce((n, c) => n + c.estimate, 0), 2); assert.equal(summary.reduce((n, c) => n + c.platform, 0), 19); - assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 985); + assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 983); assert.equal(snapshot.companies.find((c) => c.name === "Rork")?.revenueStatus, "unknown"); assert.equal(snapshot.companies.find((c) => c.name === "Result")?.revenueStatus, "unknown"); assert.ok(snapshot.observations.filter((o) => o.selection === "signal").every((o) => o.scope === "公司整体")); @@ -101,7 +101,7 @@ test("disclosure counts exclude client income, biographies, targets and duplicat test("technical reviews keep accessible materials separate from tested capabilities", () => { const snapshot = structuredClone(seed) as ResearchSnapshot; - assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 61); + assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 63); assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 9); assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1); assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown"); diff --git a/content/research/ai-companies.seed.json b/content/research/ai-companies.seed.json index faad5ae..8ff4a05 100644 --- a/content/research/ai-companies.seed.json +++ b/content/research/ai-companies.seed.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-industry-4", + "version": "2026-10-31-industry-5", "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": [ @@ -14712,22 +14712,24 @@ "year": 2026, "team": 4, "location": "Stockholm, Sweden", - "business": "公司简介：Agentic AI for intellectual property", - "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": "为专利诉讼与知识产权团队检索证据并生成带来源的分析。", + "buyer": "律所及企业知识产权团队", + "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、财务和技术效果待核。", + "notes": "保留知识产权应用；可追溯不等准确性或独立审计。创始人此前创业的百万ARR不归Stilta，四名工程师为目录团队快照。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31167" + "YC-E-31167", + "INDUSTRY5-CAT-YC31167" ], "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：为专利诉讼与知识产权团队检索证据并生成带来源的分析。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "专业法律软件；案件、检索、数据及律师审核费待拆" }, { "id": "YC31168", @@ -15033,22 +15035,37 @@ "year": 2025, "team": 5, "location": null, - "business": "公司简介：AI front & back office agent for dental practices", - "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": "为牙科诊所处理来电预约、保险核验、理赔和诊所运营。", + "buyer": "牙科诊所及诊所集团", + "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、财务和技术效果待核。", + "notes": "保留诊所全流程；历史17k至50k MRR与180万客户增收分开。创始人此前两年营销代理与呼叫中心和现主体的关系待核，保留原成立快照，不把旧业务自动并表。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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", + "price": "官网澳元含GST：呼入A$350/500/750每地点每月；呼出套餐及成果费另列，Full Buildout A$20000含六个月营销，广告支出另付。当前价不确定历史MRR币种", + "stage": "有历史MRR自述，确认口径待核", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-31183" + "YC-E-31183", + "INDUSTRY5-CAT-YC31183", + "INDUSTRY5-PATIENTDESK-PRICE", + "INDUSTRY5-PATIENTDESK-LAUNCH" ], - "revenueStatus": "unknown", - "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "revenueStatus": "self", + "profileOnly": false, + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为牙科诊所处理来电预约、保险核验、理赔和诊所运营。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "诊所运营软件加营销服务；地点月费、成果费、建设项目及广告费分开", + "directoryOrigin": "yc-2025-2026", + "entityBasis": "YC与官网产品关联；精确注册、签约主体、历史业务和收入确认范围待核。", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "已读公开产品、交付及收入表述；未运行产品、读基准代码或核独立效果，收入线索不等技术审计。", + "evidenceIds": [ + "INDUSTRY5-CAT-YC31183", + "INDUSTRY5-PATIENTDESK-LAUNCH" + ] + } }, { "id": "YC31184", @@ -15140,25 +15157,27 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：AI agents for banks", - "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": "为银行后台工作提供AI代理。", + "buyer": "传统金融机构及银行管理团队", + "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、财务和技术效果待核。", + "notes": "保留银行应用，但简介短，Legora类比不足以证明具体交付、模型或收入，待实际流程和合同。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31187" + "YC-E-31187", + "INDUSTRY5-CAT-YC31187" ], "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：为银行后台工作提供AI代理。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", "directoryTags": [ "Fintech", "AI" - ] + ], + "businessModel": "银行专业软件；具体任务、部署及服务收费待核" }, { "id": "YC31189", @@ -15257,22 +15276,24 @@ "year": 2025, "team": 1, "location": "San Francisco", - "business": "公司简介：AI-native, hardware procurement marketplace", - "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": "通过采购市场为硬件团队寻找标准及定制零件供应商。", + "buyer": "硬件研发及采购团队", + "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、财务和技术效果待核。", + "notes": "保留专业采购，代理寻找供应商不等自营工厂。供应商履历、采购额和商品价不等Reframe收入，可靠性未独立核。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31195" + "YC-E-31195", + "INDUSTRY5-CAT-YC31195" ], "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：通过采购市场为硬件团队寻找标准及定制零件供应商。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "硬件采购市场；撮合费、商品转付、质检及人工成本待拆" }, { "id": "YC31196", @@ -15307,25 +15328,27 @@ "year": 2025, "team": 1, "location": "San Francisco", - "business": "公司简介：We automate the inventory process in insurance", - "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": "自动处理保险财物清单、内容盘点及估价相关流程。", + "buyer": "保险机构、公估及灾后修复团队", + "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、财务和技术效果待核。", + "notes": "简介短暂留保险应用；行业人力成本不当自身收入，估价准确率、实际交付人力及合同未知。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31197" + "YC-E-31197", + "INDUSTRY5-CAT-YC31197" ], "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：自动处理保险财物清单、内容盘点及估价相关流程。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", "directoryTags": [ "Insurance", "AI" - ] + ], + "businessModel": "保险专业软件或服务；案件、清单与人审费待核" }, { "id": "YC31198", @@ -15335,26 +15358,28 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：AI-native personal injury law 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": "由律师带领AI代理处理人身伤害索赔法律服务。", + "buyer": "事故受伤者及人身伤害案件客户", + "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、财务和技术效果待核。", + "notes": "保留法律专业服务；索赔获偿不是全部律师收入，牌照及合同未核。创始人旧公司35万及旧律所5000万案件额不归本公司，成功费不是固定SaaS订阅。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31198" + "YC-E-31198", + "INDUSTRY5-CAT-YC31198" ], "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：由律师带领AI代理处理人身伤害索赔法律服务。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", "directoryTags": [ "Generative AI", "Legal", "LegalTech" - ] + ], + "businessModel": "律师服务；胜诉或回收后收费，律师工时及案件成本待拆" }, { "id": "YC31200", @@ -16099,22 +16124,24 @@ "year": 2026, "team": 40, "location": null, - "business": "公司简介：Elite AI law firm for high growth companies", - "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": "为成长公司提供商业、公司及劳动法律服务。", + "buyer": "成长公司法务及经营团队", + "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、财务和技术效果待核。", + "notes": "保留法律服务；历史每合同500报价和速度承诺不等实收收入或经常性收入，执照、法域和律师工时未独立核。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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", + "price": "2026-02-03发布称每合同审阅加谈判原文$500固定价；现合同、币种及实收未核", "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-31240" + "YC-E-31240", + "INDUSTRY5-CAT-YC31240" ], "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：为成长公司提供商业、公司及劳动法律服务。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "律师服务；固定合同事项费和律师审核成本待拆" }, { "id": "YC31241", @@ -16269,22 +16296,24 @@ "year": 2025, "team": 3, "location": "San Francisco", - "business": "公司简介：AI Agents for Government Affairs", - "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": "监测法案及监管提案并交付企业政策影响和倡议建议。", + "buyer": "企业政府事务及政策团队", + "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、财务和技术效果待核。", + "notes": "保留政策专业服务；500每小时、3万月费为传统顾问背景，客户千万合规成本风险不是Fed10收入。立法解释和覆盖范围未独立核。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31247" + "YC-E-31247", + "INDUSTRY5-CAT-YC31247" ], "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：监测法案及监管提案并交付企业政策影响和倡议建议。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "专业政策研究咨询；监测、咨询与人审费待拆" }, { "id": "YC31248", @@ -16453,27 +16482,30 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：The AI-native property management company for short-term rentals", - "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": "管理短租物业的客人沟通、清洁维护、定价和房东报告。", + "buyer": "短租物业业主", + "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、财务和技术效果待核。", + "notes": "保留物业服务；YC近零现场人力与官网当地运营/资深人员监督分别记录，不能只凭AI自述推软件毛利。房东增收不是管理公司收入。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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", + "price": "官网10%管理费；租金、清洁维护转付及实际合同和人员成本待核", "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-31257" + "YC-E-31257", + "INDUSTRY5-CAT-YC31257", + "INDUSTRY5-ATLIA-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：管理短租物业的客人沟通、清洁维护、定价和房东报告。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", "directoryTags": [ "Real Estate", "Proptech", "Big Data", "AI" - ] + ], + "businessModel": "物业管理服务加AI；管理费、当地人员、清洁维护及租金转付待拆" }, { "id": "YC31258", @@ -16662,26 +16694,28 @@ "id": "YC31264", "name": "Vela", "url": "https://www.ycombinator.com/companies/vela", - "cat": "C07", + "cat": "C05", "year": 2026, "team": 15, "location": "San Francisco", - "business": "公司简介：AI Recruiting Coordinator for Executive Search", - "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": "通过邮件、短信及WhatsApp安排和改期多人面试等日程。", + "buyer": "企业招聘及跨行业行政协调团队", + "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、财务和技术效果待核。", + "notes": "移企业通用工作；当前招聘协调为主要入口，不是代雇主完成招聘的代理事务所。传统助理8万年薪不是Vela收入，旧创业用户不归当前产品。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31264" + "YC-E-31264", + "INDUSTRY5-CAT-YC31264" ], "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：通过邮件、短信及WhatsApp安排和改期多人面试等日程。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "通用日程协调软件；任务、渠道及人工升级成本待核" }, { "id": "YC31268", @@ -16691,26 +16725,29 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：Financial infrastructure for family caregiving", - "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": "帮助家庭照护者申请报酬并交付居家护理服务。", + "buyer": "居家护理家庭、照护者及支付方", + "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、财务和技术效果待核。", + "notes": "保留护理服务；自述无非照护者FTE并不等无人工，官网Care Guide及家访职责另记。Michigan牌照和支付计划资格未独立核，不能把护理总额全作软件收入。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31268" + "YC-E-31268", + "INDUSTRY5-CAT-YC31268", + "INDUSTRY5-COVA-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：帮助家庭照护者申请报酬并交付居家护理服务。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", "directoryTags": [ "Consumer Health Services", "Healthcare", "AI" - ] + ], + "businessModel": "居家护理服务；支付方回款、照护者工资、协调及系统成本待拆" }, { "id": "YC31272", @@ -17094,22 +17131,24 @@ "year": 2026, "team": 3, "location": "Paris, France", - "business": "公司简介：Software for enterprise energy procurement.", - "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": "整合能耗与市场数据以优化大型企业电力采购。", + "buyer": "工业商业用电及数据中心采购团队", + "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、财务和技术效果待核。", + "notes": "保留能源行业；数据中心客户不代表销售算力，电费与节省金额不是平台收入，实际交易执行、效果及合同未核。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31303" + "YC-E-31303", + "INDUSTRY5-CAT-YC31303" ], "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：整合能耗与市场数据以优化大型企业电力采购。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "能源采购专业软件；数据、咨询、项目与交易款项待拆" }, { "id": "YC31304", @@ -17268,22 +17307,24 @@ "year": 2026, "team": 1, "location": "New York City, NY", - "business": "公司简介：Hedge fund where AI researches and executes every trade end-to-end", - "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研究及执行交易的对冲基金。", + "buyer": "合资格投资人及基金出资方", + "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、财务和技术效果待核。", + "notes": "保留金融资产管理；投资本金、资产与投资回报不当ARR。费用及赎回条款仅供合资格者索取，未取得文件，不推许可、收益或收费水平。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31330" + "YC-E-31330", + "INDUSTRY5-CAT-YC31330" ], "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研究及执行交易的对冲基金。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "资产管理；管理费、业绩费、基金资产及交易损益分开" }, { "id": "YC31332", @@ -17373,32 +17414,34 @@ "id": "YC31340", "name": "Illume Labs", "url": "https://www.ycombinator.com/companies/illume-labs", - "cat": "C07", + "cat": "C09", "year": 2026, "team": 3, "location": "San Francisco", - "business": "公司简介：24/7 Personal Health & Longevity Companion", - "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": "整合个人可穿戴、血检及基因资料并提供健康趋势与问答。", + "buyer": "个人健康及长寿管理用户", + "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、财务和技术效果待核。", + "notes": "移个人应用；个性化建议、隐私与健康效果均为自述，未核医疗资格或临床准确性，不当获批医疗服务。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31340" + "YC-E-31340", + "INDUSTRY5-CAT-YC31340" ], "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：整合个人可穿戴、血检及基因资料并提供健康趋势与问答。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", "directoryTags": [ "Generative AI", "Health Tech", "Biotech", "Health & Wellness", "AI" - ] + ], + "businessModel": "个人健康软件；订阅、数据及专业支持费用待核" }, { "id": "YC31341", @@ -17981,26 +18024,28 @@ "id": "YC31383", "name": "Juno", "url": "https://www.ycombinator.com/companies/juno-chat", - "cat": "C07", + "cat": "C09", "year": 2025, "team": 5, "location": "London, United Kingdom", - "business": "公司简介：AI Health Assistant for Chronic Illness", - "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": "为慢性病个人用户提供AI健康助手。", + "buyer": "慢性病个人用户", + "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、财务和技术效果待核。", + "notes": "移个人应用；30万患者是自述采用规模，不是付费用户或收入。简介仅称October上线，未从该相对措辞推具体年份，医疗效果未核。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31383" + "YC-E-31383", + "INDUSTRY5-CAT-YC31383" ], "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：为慢性病个人用户提供AI健康助手。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "个人健康助手；订阅、专业服务及付费转化待核" }, { "id": "YC31385", @@ -18060,22 +18105,24 @@ "year": 2026, "team": null, "location": "Paris, France", - "business": "公司简介：AI-native platform for wealth managers", - "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": "为财富管理人员提供AI工作平台。", + "buyer": "财富管理机构及顾问", + "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、财务和技术效果待核。", + "notes": "暂留财富管理应用，简介及发布仍缺具体交付与价格。90万亿行业资产不是Wealor收入，牌照、客户和效果未核。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31390" + "YC-E-31390", + "INDUSTRY5-CAT-YC31390" ], "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：为财富管理人员提供AI工作平台。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "专业金融软件；任务、数据与合同费待核" }, { "id": "YC31393", @@ -18222,26 +18269,28 @@ "id": "YC31402", "name": "Standout", "url": "https://www.ycombinator.com/companies/standout", - "cat": "C07", + "cat": "C05", "year": 2025, "team": 7, "location": "San Francisco", - "business": "公司简介：Agentic hiring marketplace", - "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": "以代表人才与公司的代理做匹配、评估和招聘介绍。", + "buyer": "企业招聘团队及人才市场参与者", + "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、财务和技术效果待核。", + "notes": "移通用招聘；万人才、60公司、百次介绍不是付费客户或成功入职。创始人此前Zealy的300万ARR及150万MAU不归Standout。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31402" + "YC-E-31402", + "INDUSTRY5-CAT-YC31402" ], "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：以代表人才与公司的代理做匹配、评估和招聘介绍。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "招聘市场软件；介绍、订阅或成功费以及人审费待核" }, { "id": "YC31404", @@ -18358,26 +18407,28 @@ "year": 2026, "team": 4, "location": "San Francisco", - "business": "公司简介：AI-native tax 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": "为美国、英国及澳大利亚客户提供研发税抵扣服务。", + "buyer": "企业税务及研发抵扣申请客户", + "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、财务和技术效果待核。", + "notes": "保留税务服务；抵扣额与税款不等公司服务费，不据AI-native认定纯软件收入，执业资格与各法域实际服务范围未核。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31412" + "YC-E-31412", + "INDUSTRY5-CAT-YC31412" ], "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：为美国、英国及澳大利亚客户提供研发税抵扣服务。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", "directoryTags": [ "Finance", "B2B", "AI" - ] + ], + "businessModel": "专业税务事务；项目、成果、专业人员及软件费用待核" }, { "id": "YC31413", @@ -18465,22 +18516,24 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：Autonomous medical billing", - "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": "为医疗诊所编码、提交保险账单并追踪拒赔。", + "buyer": "医疗机构及账单运营团队", + "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、财务和技术效果待核。", + "notes": "保留医疗账单服务；诊所保险收款不是Taiga收入，每笔拒赔跟进是服务主张，不等实际成功率或已确认收入。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31418" + "YC-E-31418", + "INDUSTRY5-CAT-YC31418" ], "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：为医疗诊所编码、提交保险账单并追踪拒赔。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "医疗账单软件与服务；索赔、实施及人工处理成本待拆" }, { "id": "YC31419", @@ -18514,31 +18567,34 @@ "id": "YC31420", "name": "Kimpton", "url": "https://www.ycombinator.com/companies/kimpton", - "cat": "C07", + "cat": "C02", "year": 2025, "team": 5, "location": "New York City, NY", - "business": "公司简介：Live Evaluation Arenas for Financial 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": "以真实数据构建模型训练环境、评估任务及运行接口。", + "buyer": "前沿AI实验室及金融投资团队", + "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、财务和技术效果待核。", + "notes": "按当前官网训练环境移C02；旧投资OS与现Koliseum/EvalRouter分期，不能据金融场景全算行业软件。旧基金1000万募集、3500万资产和客户33亿AUM均排除营收，未运行基准或核评分完整性。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31420" + "YC-E-31420", + "INDUSTRY5-CAT-YC31420", + "INDUSTRY5-KIMPTON-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：以真实数据构建模型训练环境、评估任务及运行接口。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", "directoryTags": [ "B2B", "Investments", "Trading", "AI" - ] + ], + "businessModel": "模型训练和评估环境；定制环境、评估API及投资OS合同待拆" }, { "id": "YC31421", @@ -18661,22 +18717,24 @@ "year": 2026, "team": 3, "location": "San Francisco", - "business": "公司简介：The agentic OS for medical labs", - "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": "为医疗实验室管理样本接收、报告、编码和合规工作。", + "buyer": "医疗实验室及病理团队", + "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、财务和技术效果待核。", + "notes": "保留完整实验室OS；旧语音病理助手为模块。25病理医生采用及20%效率提升自述不是付费收入或独立临床效果，行业账单及漏收不归本公司。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31430" + "YC-E-31430", + "INDUSTRY5-CAT-YC31430" ], "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：为医疗实验室管理样本接收、报告、编码和合规工作。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "实验室运营软件；系统、语音、实施及专业审核费待拆" }, { "id": "YC31432", @@ -19177,22 +19235,25 @@ "year": 2025, "team": 3, "location": "New York City, NY", - "business": "公司简介：AI Financial Research Terminal built for Healthcare (and beyond)", - "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": "为投资者构建有行业专家复核的财务研究终端及数据接口。", + "buyer": "对冲基金、银行及资产管理机构", + "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、财务和技术效果待核。", + "notes": "保留金融研究，初始医疗数据不等患者诊疗，API也不等通用基础设施。客户万亿资产及同行20万年费不作Soria收入，官网本轮无可读正文。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31464" + "YC-E-31464", + "INDUSTRY5-CAT-YC31464", + "INDUSTRY5-SORIA-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：为投资者构建有行业专家复核的财务研究终端及数据接口。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "专业投资研究软件与数据；终端、数据、API及专家成本待拆" }, { "id": "YC31466", @@ -19298,26 +19359,29 @@ "id": "YC31477", "name": "BioStack Platforms", "url": "https://www.ycombinator.com/companies/biostack-platforms", - "cat": "C07", + "cat": "C02", "year": 2025, "team": 11, "location": "San Francisco", - "business": "公司简介：Real world training envs for healthcare AI models", - "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": "将临床及实验资料整理为生物医疗模型训练数据和环境。", + "buyer": "AI实验室及生物医药模型团队", + "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、财务和技术效果待核。", + "notes": "移模型训练供给，医疗为数据领域。数据质量、患者授权、效果及模型收益未独立核，不把10倍等宣传当测试结果。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31477" + "YC-E-31477", + "INDUSTRY5-CAT-YC31477", + "INDUSTRY5-BIOSTACK-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：将临床及实验资料整理为生物医疗模型训练数据和环境。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "模型数据及训练环境供给；许可、实验、数据处理及专业审核成本待拆" }, { "id": "YC31480", @@ -19757,22 +19821,25 @@ "year": 2025, "team": 13, "location": "New York City, NY", - "business": "公司简介：Adaptive AI built 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": "为制造企业定制报价、订单、排产及财务办公代理。", + "buyer": "制造企业运营团队", + "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、财务和技术效果待核。", + "notes": "保留制造行业办公；2035自动化万家工厂及未来机器控制为目标，不当已实现实体自动化。150万避免人工成本为客户节省，官网430万融资不是收入，工程师到厂成本另记。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31511" + "YC-E-31511", + "INDUSTRY5-CAT-YC31511", + "INDUSTRY5-ARZANA-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：为制造企业定制报价、订单、排产及财务办公代理。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "制造运营软件加驻场实施；模型、项目、工程师及持续服务成本待拆" }, { "id": "YC31515", @@ -19916,26 +19983,28 @@ "id": "YC31525", "name": "Arden", "url": "https://www.ycombinator.com/companies/arden", - "cat": "C07", + "cat": "C05", "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：AI-native internal audit 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": "为内审及SOX团队取证、测试控制并生成底稿。", + "buyer": "跨行业企业内部审计团队", + "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、财务和技术效果待核。", + "notes": "移企业通用工作；AI-native firm与平台交付并列，实际专业人力待核。传统顾问高时费不是Arden定价或收入，audit-ready不等审计结论已验证。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31525" + "YC-E-31525", + "INDUSTRY5-CAT-YC31525" ], "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：为内审及SOX团队取证、测试控制并生成底稿。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "通用内审软件与专业服务；控制、项目及人工费待拆" }, { "id": "YC31526", @@ -20005,22 +20074,24 @@ "year": 2025, "team": 10, "location": "San Francisco", - "business": "公司简介：AI recruiters for staffing agencies", - "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": "为人才中介执行寻访、电话筛选、外联及提交候选草稿。", + "buyer": "专业招聘及人力中介机构", + "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、财务和技术效果待核。", + "notes": "保留专业招聘软件，区别企业通用日程协调和人工代理事务所。克隆招聘员判断为主张，招聘员仍复核提交，2000亿市场不作收入。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31528" + "YC-E-31528", + "INDUSTRY5-CAT-YC31528" ], "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：为人才中介执行寻访、电话筛选、外联及提交候选草稿。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "招聘中介专业软件；职位、通信、实施与招聘员复核费待拆" }, { "id": "YC31531", @@ -20055,26 +20126,41 @@ "year": 2026, "team": 3, "location": "San Francisco", - "business": "公司简介：AI-native 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": "通过生物数据、模型和科研代理发现已有药物的新用途。", + "buyer": "药企、AI实验室及罕见病研究机构", + "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、财务和技术效果待核。", + "notes": "保留医药研发；六位数合同金额与八位数意向书分开，未核币种、确认、付款或经常性。论文会议、模型倍数和基金会测试不当独立复测或获批临床成果。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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", + "stage": "有合同金额自述；确认营收、收款及经常性未核", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-31532" + "YC-E-31532", + "INDUSTRY5-CAT-YC31532", + "INDUSTRY5-ATLAS-HOME", + "INDUSTRY5-ATLAS-LAUNCH" ], - "revenueStatus": "unknown", - "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "revenueStatus": "self", + "profileOnly": false, + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：通过生物数据、模型和科研代理发现已有药物的新用途。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", "directoryTags": [ "AI-powered Drug Discovery", "Drug discovery", "Biotechnology" - ] + ], + "businessModel": "医药研发及数据合作；数据合同、模型、项目和临床成本待拆", + "directoryOrigin": "yc-2025-2026", + "entityBasis": "YC与官网产品关联；精确注册、签约主体、历史业务和收入确认范围待核。", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "已读公开产品、交付及收入表述；未运行产品、读基准代码或核独立效果，收入线索不等技术审计。", + "evidenceIds": [ + "INDUSTRY5-CAT-YC31532", + "INDUSTRY5-ATLAS-LAUNCH" + ] + } }, { "id": "YC31533", @@ -20084,25 +20170,28 @@ "year": 2026, "team": 1, "location": "San Francisco", - "business": "公司简介：Monitoring and governance for deployed medical imaging AI", - "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": "监测医院影像AI漂移、读片一致性及群体表现。", + "buyer": "医院影像AI安全及治理团队", + "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、财务和技术效果待核。", + "notes": "保留医疗专业治理；产品观察而非控制影像模型。签名报告不等内容为真或监管认可，未验证报告签名、运行模型或核合规资质。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31533" + "YC-E-31533", + "INDUSTRY5-CAT-YC31533", + "INDUSTRY5-LATTICE-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：监测医院影像AI漂移、读片一致性及群体表现。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", "directoryTags": [ "Healthcare", "Healthcare IT" - ] + ], + "businessModel": "医疗模型治理软件；模型、报告、集成及专业审核费待拆" }, { "id": "YC31534", @@ -20112,22 +20201,24 @@ "year": 2026, "team": 6, "location": "San Francisco", - "business": "公司简介：AI Operating System for Clinical Development", - "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": "将临床试验资料映射为标准数据、分析输出和质量复核流程。", + "buyer": "二三期试验申办及临床生物统计团队", + "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、财务和技术效果待核。", + "notes": "保留临床专业应用；FDA-ready及CDISC输出为自述，不等已获批准，未读实际试验数据或独立复核。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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-31534" + "YC-E-31534", + "INDUSTRY5-CAT-YC31534" ], "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：将临床试验资料映射为标准数据、分析输出和质量复核流程。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "临床研发软件；研究、数据、部署及统计编程成本待拆" }, { "id": "YC31536", @@ -20216,22 +20307,25 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：Liability insurance for AI Agents. You deploy agents, we cover you.", - "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AI代理部署提供风险评估、认证、担保及责任保险方案。", + "buyer": "部署AI代理的企业及保险需求方", + "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、财务和技术效果待核。", + "notes": "保留保险服务；100万保障与按客户收入档位的示例报价不是Klaimee收入。旧SafetyWing的500万至6000万收入及承保经历不归当前公司，法规、执照、承保和理赔能力未独立核。 原成立和团队快照保留；主营复核不等财务或技术审计。", "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", + "price": "官网说明性报价：100万年度保障，早期客户月等值1850/年22200；币种及实际保单待核。按客户收入分档，非公司营收", "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-31539" + "YC-E-31539", + "INDUSTRY5-CAT-YC31539", + "INDUSTRY5-KLAIMEE-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AI代理部署提供风险评估、认证、担保及责任保险方案。 按当前买家及交付分类，专业服务、个人应用与模型数据分开。", + "directoryTags": [], + "businessModel": "专业保险服务；评估费、保费、转付承保及人工成本待拆" }, { "id": "YC31540", @@ -35080,6 +35174,188 @@ "evidence": "INDUSTRY4-PRESCIENCE-HOME", "selection": "excluded", "comparisonGroup": null + }, + { + "id": "INDUSTRY5-O-PATIENTDESK-MRR-START", + "company": "YC31183", + "name": "Patientdesk.ai", + "kind": "历史八周增长起点MRR", + "value": 17000, + "unit": "原文$，币种待核", + "bound": "=", + "timing": "2026-03-21发布中的八周起点，精确财务日未给", + "scope": "Patientdesk业务，主体和服务组成未核", + "selection": "historical", + "reason": "历史起点不能与终点相加；币种和精确财务截至日未核，不换算或推年ARR", + "evidence": "INDUSTRY5-PATIENTDESK-LAUNCH", + "comparisonGroup": null, + "metric": "mrr" + }, + { + "id": "INDUSTRY5-O-PATIENTDESK-MRR-END", + "company": "YC31183", + "name": "Patientdesk.ai", + "kind": "历史八周增长终点MRR", + "value": 50000, + "unit": "原文$，币种待核", + "bound": "=", + "timing": "2026-03-21发布中的八周终点，精确财务日未给", + "scope": "Patientdesk业务，主体和服务组成未核", + "selection": "historical", + "reason": "厂商历史自述；不按访问日当当前MRR，未核币种、确认与经常性，不入平台分布", + "evidence": "INDUSTRY5-PATIENTDESK-LAUNCH", + "comparisonGroup": null, + "metric": "mrr" + }, + { + "id": "INDUSTRY5-O-PATIENTDESK-CUSTOMER", + "company": "YC31183", + "name": "Patientdesk.ai", + "kind": "客户累计增收，非Patientdesk收入", + "value": 1800000, + "unit": "原文$，币种待核", + "bound": "=", + "timing": "发布称自2025-09起，终点未明", + "scope": "牙科客户收入", + "selection": "excluded", + "reason": "客户增收与公司收费分开，不按假设抽成或客户数估MRR", + "evidence": "INDUSTRY5-PATIENTDESK-LAUNCH", + "comparisonGroup": null + }, + { + "id": "INDUSTRY5-O-ATLAS-CONTRACT", + "company": "YC31532", + "name": "Atlas Discovery", + "kind": "六位数合同金额下限", + "value": 100000, + "unit": "币种未注明", + "bound": ">=", + "timing": "2026-07-24发布称三个月，合同覆盖期及财务截至日未给", + "scope": "Atlas数据合同，非已核确认收入", + "selection": "crosscheck", + "reason": "六位数只存量级下限，非精确金额；未核币种、确认、收款及经常性，不标ARR", + "evidence": "INDUSTRY5-ATLAS-LAUNCH", + "comparisonGroup": null + }, + { + "id": "INDUSTRY5-O-ATLAS-LOI", + "company": "YC31532", + "name": "Atlas Discovery", + "kind": "八位数意向书金额下限", + "value": 10000000, + "unit": "币种未注明", + "bound": ">=", + "timing": "2026-07-24发布称三个月，意向覆盖期未给", + "scope": "与AI实验室的数据合作意向", + "selection": "excluded", + "reason": "意向不等签约收入或回款，也不与六位数合同金额相加", + "evidence": "INDUSTRY5-ATLAS-LAUNCH", + "comparisonGroup": null + }, + { + "id": "INDUSTRY5-O-KIMPTON-OLD-CAPITAL", + "company": "YC31420", + "name": "Kimpton", + "kind": "前基金家族办公室募集资金", + "value": 10000000, + "unit": "原文$，币种待核", + "bound": "=", + "timing": "当前简介追述创始人21/22岁时经历，非本公司财务期", + "scope": "此前基金募集，非Kimpton收入", + "selection": "excluded", + "reason": "募集本金不是营收，旧基金主体及资产不自动归公司", + "evidence": "INDUSTRY5-CAT-YC31420", + "comparisonGroup": null + }, + { + "id": "INDUSTRY5-O-KIMPTON-OLD-ASSETS", + "company": "YC31420", + "name": "Kimpton", + "kind": "前基金四年后资产", + "value": 35000000, + "unit": "原文$，币种待核", + "bound": "=", + "timing": "当前简介追述此前四年，准确资产截至日未给", + "scope": "此前基金资产，非Kimpton收入", + "selection": "excluded", + "reason": "资产及投资损益不是软件费，不与募集本金相加估收入", + "evidence": "INDUSTRY5-CAT-YC31420", + "comparisonGroup": null + }, + { + "id": "INDUSTRY5-O-KIMPTON-CLIENT-AUM", + "company": "YC31420", + "name": "Kimpton", + "kind": "首个机构客户管理资产", + "value": 3300000000, + "unit": "原文$，币种待核", + "bound": "=", + "timing": "当前简介，客户资产截至日未给", + "scope": "客户基金AUM，非Kimpton资产或收入", + "selection": "excluded", + "reason": "客户规模不等签约额，不按假设费率推软件ARR", + "evidence": "INDUSTRY5-CAT-YC31420", + "comparisonGroup": null + }, + { + "id": "INDUSTRY5-O-SORIA-CLIENT-AUM", + "company": "YC31464", + "name": "Soria", + "kind": "客户团队管理资产", + "value": 1000000000000, + "unit": "原文$，币种待核", + "bound": ">", + "timing": "相关发布自述，资产截至日未给", + "scope": "客户团队AUM，非Soria收入", + "selection": "excluded", + "reason": "客户资产及同行终端价格不当本公司收入", + "evidence": "INDUSTRY5-CAT-YC31464", + "comparisonGroup": null + }, + { + "id": "INDUSTRY5-O-ARZANA-SAVING", + "company": "YC31511", + "name": "Arzana", + "kind": "客户避免的人工成本", + "value": 1500000, + "unit": "原文$，币种待核", + "bound": ">", + "timing": "当前简介累计自述，期间未给", + "scope": "制造企业客户节省", + "selection": "excluded", + "reason": "避免成本不是平台收入，不乘假设分成估ARR", + "evidence": "INDUSTRY5-CAT-YC31511", + "comparisonGroup": null + }, + { + "id": "INDUSTRY5-O-STANDOUT-OLD-ARR", + "company": "YC31402", + "name": "Standout", + "kind": "创始人前Zealy ARR", + "value": 3000000, + "unit": "原文$，币种待核", + "bound": "=", + "timing": "2026-05-07发布中的旧创业十二个月经历", + "scope": "此前公司收入，非Standout", + "selection": "excluded", + "reason": "旧公司ARR和用户规模不转移给招聘市场，不算当前营收", + "evidence": "INDUSTRY5-CAT-YC31402", + "comparisonGroup": null + }, + { + "id": "INDUSTRY5-O-KLAIMEE-OLD-REV", + "company": "YC31539", + "name": "Klaimee", + "kind": "创始人前SafetyWing收入终值", + "value": 60000000, + "unit": "原文$，币种待核", + "bound": "=", + "timing": "当前简介中的此前五年经历，精确财务期未给", + "scope": "前雇主保险产品收入，非Klaimee", + "selection": "excluded", + "reason": "前雇主收入及承保经验不证明当前营收或牌照，不能直接作ARR", + "evidence": "INDUSTRY5-CAT-YC31539", + "comparisonGroup": null } ], "evidence": [ @@ -56983,6 +57259,468 @@ "kind": "公司公开资料复核", "summary": "官网服务雇主健康福利，展示87.5万客户节省及多种说明性保费/福利方案。", "limitation": "案例节省不是公司收入；报价比较注明示例，不能把零免赔、药物福利或20%节省推为所有客户条件，承保/服务主体与合同未核。" + }, + { + "id": "INDUSTRY5-CAT-YC31167", + "companyId": "YC31167", + "title": "Stilta主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/stilta", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为专利诉讼与知识产权团队检索证据并生成带来源的分析。 保留知识产权应用；可追溯不等准确性或独立审计。创始人此前创业的百万ARR不归Stilta，四名工程师为目录团队快照。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31183", + "companyId": "YC31183", + "title": "Patientdesk.ai主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/patientdeskai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为牙科诊所处理来电预约、保险核验、理赔和诊所运营。 保留诊所全流程；历史17k至50k MRR与180万客户增收分开。创始人此前两年营销代理与呼叫中心和现主体的关系待核，保留原成立快照，不把旧业务自动并表。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31187", + "companyId": "YC31187", + "title": "Fenrock AI主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/fenrock-ai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为银行后台工作提供AI代理。 保留银行应用，但简介短，Legora类比不足以证明具体交付、模型或收入，待实际流程和合同。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31195", + "companyId": "YC31195", + "title": "Reframe主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/usereframe", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "通过采购市场为硬件团队寻找标准及定制零件供应商。 保留专业采购，代理寻找供应商不等自营工厂。供应商履历、采购额和商品价不等Reframe收入，可靠性未独立核。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31197", + "companyId": "YC31197", + "title": "InventoryQuant主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/inventoryquant", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "自动处理保险财物清单、内容盘点及估价相关流程。 简介短暂留保险应用；行业人力成本不当自身收入，估价准确率、实际交付人力及合同未知。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31198", + "companyId": "YC31198", + "title": "Wingman Law主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/wingman-law", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "由律师带领AI代理处理人身伤害索赔法律服务。 保留法律专业服务；索赔获偿不是全部律师收入，牌照及合同未核。创始人旧公司35万及旧律所5000万案件额不归本公司，成功费不是固定SaaS订阅。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31240", + "companyId": "YC31240", + "title": "General Legal主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/general-legal", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为成长公司提供商业、公司及劳动法律服务。 保留法律服务；历史每合同500报价和速度承诺不等实收收入或经常性收入，执照、法域和律师工时未独立核。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31247", + "companyId": "YC31247", + "title": "Fed10主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/fed10", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "监测法案及监管提案并交付企业政策影响和倡议建议。 保留政策专业服务；500每小时、3万月费为传统顾问背景，客户千万合规成本风险不是Fed10收入。立法解释和覆盖范围未独立核。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31257", + "companyId": "YC31257", + "title": "Atlia主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/atlia", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "管理短租物业的客人沟通、清洁维护、定价和房东报告。 保留物业服务；YC近零现场人力与官网当地运营/资深人员监督分别记录，不能只凭AI自述推软件毛利。房东增收不是管理公司收入。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31264", + "companyId": "YC31264", + "title": "Vela主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/vela", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "通过邮件、短信及WhatsApp安排和改期多人面试等日程。 移企业通用工作；当前招聘协调为主要入口，不是代雇主完成招聘的代理事务所。传统助理8万年薪不是Vela收入，旧创业用户不归当前产品。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31268", + "companyId": "YC31268", + "title": "Cova主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/cova", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "帮助家庭照护者申请报酬并交付居家护理服务。 保留护理服务；自述无非照护者FTE并不等无人工，官网Care Guide及家访职责另记。Michigan牌照和支付计划资格未独立核，不能把护理总额全作软件收入。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31303", + "companyId": "YC31303", + "title": "Condor Energy主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/condor-energy", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "整合能耗与市场数据以优化大型企业电力采购。 保留能源行业；数据中心客户不代表销售算力，电费与节省金额不是平台收入，实际交易执行、效果及合同未核。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31330", + "companyId": "YC31330", + "title": "Standard Signal主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/standard-signal", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "以AI研究及执行交易的对冲基金。 保留金融资产管理；投资本金、资产与投资回报不当ARR。费用及赎回条款仅供合资格者索取，未取得文件，不推许可、收益或收费水平。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31340", + "companyId": "YC31340", + "title": "Illume Labs主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/illume-labs", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "整合个人可穿戴、血检及基因资料并提供健康趋势与问答。 移个人应用；个性化建议、隐私与健康效果均为自述，未核医疗资格或临床准确性，不当获批医疗服务。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31383", + "companyId": "YC31383", + "title": "Juno主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/juno-chat", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为慢性病个人用户提供AI健康助手。 移个人应用；30万患者是自述采用规模，不是付费用户或收入。简介仅称October上线，未从该相对措辞推具体年份，医疗效果未核。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31390", + "companyId": "YC31390", + "title": "Wealor主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/wealor", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为财富管理人员提供AI工作平台。 暂留财富管理应用，简介及发布仍缺具体交付与价格。90万亿行业资产不是Wealor收入，牌照、客户和效果未核。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31402", + "companyId": "YC31402", + "title": "Standout主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/standout", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "以代表人才与公司的代理做匹配、评估和招聘介绍。 移通用招聘；万人才、60公司、百次介绍不是付费客户或成功入职。创始人此前Zealy的300万ARR及150万MAU不归Standout。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31412", + "companyId": "YC31412", + "title": "ClaimKit主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/claimkit", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为美国、英国及澳大利亚客户提供研发税抵扣服务。 保留税务服务；抵扣额与税款不等公司服务费，不据AI-native认定纯软件收入，执业资格与各法域实际服务范围未核。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31418", + "companyId": "YC31418", + "title": "Taiga主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/taiga", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为医疗诊所编码、提交保险账单并追踪拒赔。 保留医疗账单服务；诊所保险收款不是Taiga收入，每笔拒赔跟进是服务主张，不等实际成功率或已确认收入。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31420", + "companyId": "YC31420", + "title": "Kimpton主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/kimpton", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "以真实数据构建模型训练环境、评估任务及运行接口。 按当前官网训练环境移C02；旧投资OS与现Koliseum/EvalRouter分期，不能据金融场景全算行业软件。旧基金1000万募集、3500万资产和客户33亿AUM均排除营收，未运行基准或核评分完整性。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31430", + "companyId": "YC31430", + "title": "Voquill主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/voquill", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为医疗实验室管理样本接收、报告、编码和合规工作。 保留完整实验室OS；旧语音病理助手为模块。25病理医生采用及20%效率提升自述不是付费收入或独立临床效果，行业账单及漏收不归本公司。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31464", + "companyId": "YC31464", + "title": "Soria主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/soria", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为投资者构建有行业专家复核的财务研究终端及数据接口。 保留金融研究，初始医疗数据不等患者诊疗，API也不等通用基础设施。客户万亿资产及同行20万年费不作Soria收入，官网本轮无可读正文。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31477", + "companyId": "YC31477", + "title": "BioStack Platforms主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/biostack-platforms", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "将临床及实验资料整理为生物医疗模型训练数据和环境。 移模型训练供给，医疗为数据领域。数据质量、患者授权、效果及模型收益未独立核，不把10倍等宣传当测试结果。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31511", + "companyId": "YC31511", + "title": "Arzana主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/arzana", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为制造企业定制报价、订单、排产及财务办公代理。 保留制造行业办公；2035自动化万家工厂及未来机器控制为目标，不当已实现实体自动化。150万避免人工成本为客户节省，官网430万融资不是收入，工程师到厂成本另记。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31525", + "companyId": "YC31525", + "title": "Arden主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/arden", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为内审及SOX团队取证、测试控制并生成底稿。 移企业通用工作；AI-native firm与平台交付并列，实际专业人力待核。传统顾问高时费不是Arden定价或收入，audit-ready不等审计结论已验证。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31528", + "companyId": "YC31528", + "title": "Asendia AI主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/asendia-ai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为人才中介执行寻访、电话筛选、外联及提交候选草稿。 保留专业招聘软件，区别企业通用日程协调和人工代理事务所。克隆招聘员判断为主张，招聘员仍复核提交，2000亿市场不作收入。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31532", + "companyId": "YC31532", + "title": "Atlas Discovery主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/atlas-discovery", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "通过生物数据、模型和科研代理发现已有药物的新用途。 保留医药研发；六位数合同金额与八位数意向书分开，未核币种、确认、付款或经常性。论文会议、模型倍数和基金会测试不当独立复测或获批临床成果。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31533", + "companyId": "YC31533", + "title": "Lattice Health主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/lattice-health", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "监测医院影像AI漂移、读片一致性及群体表现。 保留医疗专业治理；产品观察而非控制影像模型。签名报告不等内容为真或监管认可，未验证报告签名、运行模型或核合规资质。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31534", + "companyId": "YC31534", + "title": "Astraea主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/astraea", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "将临床试验资料映射为标准数据、分析输出和质量复核流程。 保留临床专业应用；FDA-ready及CDISC输出为自述，不等已获批准，未读实际试验数据或独立复核。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-CAT-YC31539", + "companyId": "YC31539", + "title": "Klaimee主营及收入归属复核", + "url": "https://www.ycombinator.com/companies/klaimee", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为AI代理部署提供风险评估、认证、担保及责任保险方案。 保留保险服务；100万保障与按客户收入档位的示例报价不是Klaimee收入。旧SafetyWing的500万至6000万收入及承保经历不归当前公司，法规、执照、承保和理赔能力未独立核。", + "limitation": "仅公开主营及相关发布节选；行业规模、客户收入/节省/资产、融资、旧雇主收入和报价不作本公司实收。技术、专业资质及交付成本未独立核。" + }, + { + "id": "INDUSTRY5-PATIENTDESK-PRICE", + "companyId": "YC31183", + "title": "Patientdesk当前澳元收费结构", + "url": "https://www.patientdesk.ai/pricing", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "当前页面明确澳元含GST：呼入按地点月费350/500/750，呼出另有套餐及成果费；整套建设20000含六个月营销，广告支出另付，PMS免费有适用条件及短信使用费。", + "limitation": "现澳元报价不能确定历史原文$的币种；月费、成果、项目与转付广告费分开，价格不当实际客户数或MRR。" + }, + { + "id": "INDUSTRY5-ATLIA-HOME", + "companyId": "YC31257", + "title": "Atlia管理费与人工运营", + "url": "https://www.atlia.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网列10%管理费，并称资深运营者监督，Fort Lauderdale与San Diego有当地人员。", + "limitation": "未核具体合同、当地员工或承包商成本；与YC近零现场人员宣传分期，租金与房东增收不等管理收入或软件毛利。" + }, + { + "id": "INDUSTRY5-COVA-HOME", + "companyId": "YC31268", + "title": "Cova家庭护理与人工支持", + "url": "https://cova.care/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网说明Care Guide回电、申请、家访及照护者入职流程。", + "limitation": "护理人力及人工协调不因AI后台消失；无非照护FTE可能仍有合同人员，未核组织、牌照、报销资格或单位经济。" + }, + { + "id": "INDUSTRY5-KIMPTON-HOME", + "companyId": "YC31420", + "title": "Kimpton当前环境供给与投资OS", + "url": "https://kimpton.ai/home", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网主推为前沿AI定制评估及RL环境，列Koliseum及EvalRouter，页脚仍列Kimpton OS。", + "limitation": "当前主页不充分证明合同收入构成，按主要交付暂归模型训练环境；未运行API或验证奖励、泄漏、评分和公开预测记录。" + }, + { + "id": "INDUSTRY5-SORIA-ACCESS", + "companyId": "YC31464", + "title": "Soria官网读取缺项", + "url": "https://www.soriaanalytics.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "本轮官网工具未取得可读正文，主营暂据YC当前研究终端及专家复核描述。", + "limitation": "不可读不等不存在或停业；合同、定价及当前首页交付仍缺，客户资产不得转成收入。" + }, + { + "id": "INDUSTRY5-BIOSTACK-HOME", + "companyId": "YC31477", + "title": "BioStack训练数据和环境", + "url": "https://www.getbiostack.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网列供AI及生物医药团队训练前后使用的临床实验数据与强化学习环境。", + "limitation": "未取得数据许可、隐私授权、模型运行或独立性能记录，质量和倍数仅自述。" + }, + { + "id": "INDUSTRY5-ARZANA-HOME", + "companyId": "YC31511", + "title": "Arzana制造办公与驻场实施", + "url": "https://www.arzana.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网服务报价、订单、排产及财务等ERP工作，工程师到工厂了解流程，列430万种子融资。", + "limitation": "驻场工程交付成本未核，融资不计收入；未来机器自动化愿景不当当前能力。" + }, + { + "id": "INDUSTRY5-ATLAS-HOME", + "companyId": "YC31532", + "title": "Atlas当前医药研发定位", + "url": "https://atlasdiscovery.bio/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网简述用生物知识及AI研究罕见疾病治疗。", + "limitation": "本轮未核论文全文、基准代码、临床批准或合同，发现候选药物不等已证明疗效。" + }, + { + "id": "INDUSTRY5-LATTICE-HOME", + "companyId": "YC31533", + "title": "Lattice报告与医疗模型治理", + "url": "https://www.latticehealthai.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网展示漂移、一致性、群体及治理证据和带签名角色报告。", + "limitation": "未验证签名或实际临床数据；HIPAA/IHE/FDA相关宣传不当独立资质，演示模型数不当真实付费医院。" + }, + { + "id": "INDUSTRY5-KLAIMEE-HOME", + "companyId": "YC31539", + "title": "Klaimee示例保费及保障范围", + "url": "https://www.klaimee.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网列550万融资及按客户收入档位的保险示例，如100万年度保障、月等值1850/年度22200报价。", + "limitation": "示例非实际签约，客户年收入分档不是Klaimee收入，保障额度和融资均排除营收；承保主体、条款、除外和资质仍缺。" + }, + { + "id": "INDUSTRY5-PATIENTDESK-LAUNCH", + "companyId": "YC31183", + "title": "Patientdesk.ai财务原始表述", + "url": "https://www.ycombinator.com/launches/Pka-patientdesk-ai-ai-native-operating-system-for-dental-clinics", + "publishedAt": "2026-03-21", + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "发布自述八周从原文$17K增至$50K MRR，另为客户带来$1.8M增收；此前有两年牙科营销及呼叫中心经历。", + "limitation": "发布日非精确财务截至日，正文可更新；历史币种、收入确认、经常性定义和主体沿革待核，60家采用不能反推付费MRR。" + }, + { + "id": "INDUSTRY5-ATLAS-LAUNCH", + "companyId": "YC31532", + "title": "Atlas Discovery财务原始表述", + "url": "https://www.ycombinator.com/launches/RqJ-atlas-discovery-ai-native-pharma-company", + "publishedAt": "2026-07-24", + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "发布自述三个月获得六位数contracted revenue及与AI实验室的八位数LOI，未给具体数值或币种。", + "limitation": "合同金额不等确认营收、已收款或经常性；LOI为意向，不能相加，模型及临床成果未独立核。" } ], "reviews": [ @@ -60396,6 +61134,114 @@ "INDUSTRY4-PRESCIENCE-HOME" ], "handling": "客户基金AUM、律师经手交易、客户节省和旧雇主税款/并购/ARR均排除营收。无新增可比MRR；模型论文关联、医学疗效、保险牌照、监管旧表述和软件/服务比例不作独立验证。" + }, + { + "id": "INDUSTRY5-R-30", + "type": "行业第五批主营、人工及主体复核", + "company": "原C07第五批30家公司", + "scope": "companies", + "companyIds": [ + "YC31167", + "YC31187", + "YC31195", + "YC31197", + "YC31198", + "YC31240", + "YC31247", + "YC31257", + "YC31264", + "YC31268", + "YC31303", + "YC31330", + "YC31340", + "YC31383", + "YC31390", + "YC31402", + "YC31412", + "YC31418", + "YC31420", + "YC31430", + "YC31464", + "YC31477", + "YC31511", + "YC31525", + "YC31528", + "YC31533", + "YC31534", + "YC31539" + ], + "summary": "30项主营及相关发布已读，23保留行业专业应用，7项转通用企业、个人健康或模型环境；选定官网另列，Patientdesk与Atlas收入专项分别记。", + "evidenceIds": [ + "INDUSTRY5-CAT-YC31167", + "INDUSTRY5-CAT-YC31187", + "INDUSTRY5-CAT-YC31195", + "INDUSTRY5-CAT-YC31197", + "INDUSTRY5-CAT-YC31198", + "INDUSTRY5-CAT-YC31240", + "INDUSTRY5-CAT-YC31247", + "INDUSTRY5-CAT-YC31257", + "INDUSTRY5-CAT-YC31264", + "INDUSTRY5-CAT-YC31268", + "INDUSTRY5-CAT-YC31303", + "INDUSTRY5-CAT-YC31330", + "INDUSTRY5-CAT-YC31340", + "INDUSTRY5-CAT-YC31383", + "INDUSTRY5-CAT-YC31390", + "INDUSTRY5-CAT-YC31402", + "INDUSTRY5-CAT-YC31412", + "INDUSTRY5-CAT-YC31418", + "INDUSTRY5-CAT-YC31420", + "INDUSTRY5-CAT-YC31430", + "INDUSTRY5-CAT-YC31464", + "INDUSTRY5-CAT-YC31477", + "INDUSTRY5-CAT-YC31511", + "INDUSTRY5-CAT-YC31525", + "INDUSTRY5-CAT-YC31528", + "INDUSTRY5-CAT-YC31533", + "INDUSTRY5-CAT-YC31534", + "INDUSTRY5-CAT-YC31539", + "INDUSTRY5-ATLIA-HOME", + "INDUSTRY5-COVA-HOME", + "INDUSTRY5-KIMPTON-HOME", + "INDUSTRY5-SORIA-ACCESS", + "INDUSTRY5-BIOSTACK-HOME", + "INDUSTRY5-ARZANA-HOME", + "INDUSTRY5-LATTICE-HOME", + "INDUSTRY5-KLAIMEE-HOME" + ], + "handling": "Atlia当地运营、Cova护理和人工支持、Arzana驻场、律师服务与软件费用分开。客户资产、节省、旧雇主业绩和示例报价不作营收；专业许可、医疗及模型效果未独立核。" + }, + { + "id": "INDUSTRY5-R-PATIENTDESK", + "type": "收入自述与确认边界复核", + "company": "Patientdesk.ai", + "scope": "companies", + "companyIds": [ + "YC31183" + ], + "summary": "历史17k和50k MRR为同一八周起终点，180万客户增收另记；现澳元报价不能确定旧币种。此前营销代理与现签约主体关系未核。", + "evidenceIds": [ + "INDUSTRY5-CAT-YC31183", + "INDUSTRY5-PATIENTDESK-PRICE", + "INDUSTRY5-PATIENTDESK-LAUNCH" + ], + "handling": "未核财务截至日、账单、收款、收入确认、主体及经常性；不入可比同期MRR/ARR，技术仅公开描述层，未做独立效果复测。" + }, + { + "id": "INDUSTRY5-R-ATLAS", + "type": "收入自述与确认边界复核", + "company": "Atlas Discovery", + "scope": "companies", + "companyIds": [ + "YC31532" + ], + "summary": "六位数合同与八位数意向分别保留下限，币种及具体金额未给；合同不等确认营收，意向不等签约，不合计或年化。", + "evidenceIds": [ + "INDUSTRY5-CAT-YC31532", + "INDUSTRY5-ATLAS-HOME", + "INDUSTRY5-ATLAS-LAUNCH" + ], + "handling": "未核财务截至日、账单、收款、收入确认、主体及经常性；不入可比同期MRR/ARR，技术仅公开描述层，未做独立效果复测。" } ], "coverage": { diff --git a/content/research/ai-companies.sources.json b/content/research/ai-companies.sources.json index bc45b82..a9435a4 100644 --- a/content/research/ai-companies.sources.json +++ b/content/research/ai-companies.sources.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-industry-4", + "version": "2026-10-31-industry-5", "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486条主营人工复核。原C07累计95项已读主营与相关发布：65保留、30按交付迁移，尚余89项规则初分。Origin数据许可、Vector法律/平台主体、Moritz事项费、Perfectly招聘服务及医疗保险双线分别待合同核；客户AUM/交易/节省和旧雇主税款/并购/ARR排除营收。本快照C05仍89项规则初分，后续结果另纳入。主体、付费、财务、技术以及全部公开来源覆盖缺项继续保留。", + "nextCheck": "原新增目录35条深化并保留发现来源；本快照基础项514条主营人工复核。原C07累计125项已读主营及相关发布：88保留、37迁移，余59项规则初分。Patientdesk历史MRR与客户增收分开，Atlas合同/意向不当确认或经常性收入；Atlia、Cova、Arzana人工交付及Kimpton/BioStack环境数据供给另记。本快照C05仍89项原规则初分，另分支成果待整合。主体、财务、技术以及全部公开来源覆盖仍有缺项。", "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 eb45e72..9f10f81 100644 --- a/content/research/ai-income-analysis.json +++ b/content/research/ai-income-analysis.json @@ -1,5 +1,5 @@ { - "sourceVersion": "2026-10-31-industry-4", + "sourceVersion": "2026-10-31-industry-5", "asOf": "2026-10-31", "metric": "platform-mrr-usd", "sampleUnit": "product-or-business",