diff --git a/apps/docs/scripts/auth-cli.ts b/apps/docs/scripts/auth-cli.ts index abe5800..f943bef 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, 1858); - assert.equal(research.observations.length, 237); + assert.equal(research.evidence.length, 1896); + assert.equal(research.observations.length, 242); 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 ff08234..5caebf7 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, 1858); - assert.equal(initial.observations.length, 237); + assert.equal(initial.evidence.length, 1896); + assert.equal(initial.observations.length, 242); 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, 115); + assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 118); 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), 43); + assert.equal(summary.reduce((n, c) => n + c.self, 0), 45); 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), 987); + assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 985); 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, 59); + assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 61); 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 c461883..7b058ee 100644 --- a/content/research/ai-companies.seed.json +++ b/content/research/ai-companies.seed.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-sales-models-1", + "version": "2026-10-31-industry-1", "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": [ @@ -2788,62 +2788,67 @@ "id": "YC30297", "name": "OpenIntake", "url": "https://www.ycombinator.com/companies/openintake", - "cat": "C07", + "cat": "C06", "year": 2025, "team": 2, "location": "New York City, NY", - "business": "公司简介：The AI Front Door For Law 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": "为律师事务所接听咨询电话并将来电转为潜在客户。", + "buyer": "律所获客及接待团队", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "移客户运营；旧TripleZip商业地产会计发布分开。官网本次只返回JS外壳，未据此补造收入、产品能力或停业结论。 原成立和团队仍为YC发现快照；采用与规模自述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-30297" + "YC-E-30297", + "INDUSTRY1-CAT-YC30297", + "INDUSTRY1-OPENINTAKE-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为律师事务所接听咨询电话并将来电转为潜在客户。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "SaaS", "B2B", "Sales", "Legal", "LegalTech" - ] + ], + "businessModel": "法律客户接待软件或服务；通话、线索及人工费用待拆" }, { "id": "YC30299", "name": "Miyagi Labs", "url": "https://www.ycombinator.com/companies/miyagi-labs", - "cat": "C07", + "cat": "C09", "year": 2025, "team": 2, "location": "New York City, NY", - "business": "公司简介：AI tutors for exam prep", - "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": "为个人学生提供标准化考试辅导、练习材料及学习分析。", + "buyer": "备考学生及家庭", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "移个人应用；考试覆盖表为自述，不等已获学校合同、认证或独立提分。旧YouTube转课程与现备考主业分开。 原成立和团队仍为YC发现快照；采用与规模自述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-30299" + "YC-E-30299", + "INDUSTRY1-CAT-YC30299" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为个人学生提供标准化考试辅导、练习材料及学习分析。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "AI-Enhanced Learning", "Education", "eLearning", "Edtech" - ] + ], + "businessModel": "个人考试学习应用；订阅、课程、模型和辅导费待拆" }, { "id": "YC30302", @@ -2961,58 +2966,62 @@ "year": 2025, "team": 2, "location": "Salt Lake City, UT", - "business": "公司简介：AI co-pilot for building plan review and building code compliance", - "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": "辅助城市建筑部门审核建筑图纸及许可。", + "buyer": "城市建筑及图审部门", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留建筑许可行业；十倍效率为自述，地方政府最盈利部门论断未独立核，不当采购预算或Permitify收入。 原成立和团队仍为YC发现快照；采用与规模自述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-30317" + "YC-E-30317", + "INDUSTRY1-CAT-YC30317" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：辅助城市建筑部门审核建筑图纸及许可。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "Generative AI", "GovTech", "Computer Vision", "Construction" - ] + ], + "businessModel": "政府行业审图软件；许可、部署及专家审核费待核" }, { "id": "YC30318", "name": "Wildcard", "url": "https://www.ycombinator.com/companies/wildcard", - "cat": "C07", + "cat": "C06", "year": 2025, "team": null, "location": "San Francisco", - "business": "公司简介：AEO/GEO for E-Commerce and Retail", - "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": "为电商及零售品牌分析并执行AI搜索可见度和内容获客工作。", + "buyer": "电商及零售品牌营销团队", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "移营销运营；20品牌和五倍客户搜索收入不作自身营收。创始人在Scale AI帮助成交1500万合同属旧雇主，不归Wildcard。ACP/UCP支持程度未独立核。 原成立和团队仍为YC发现快照；采用与规模自述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-30318" + "YC-E-30318", + "INDUSTRY1-CAT-YC30318" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为电商及零售品牌分析并执行AI搜索可见度和内容获客工作。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "Generative AI", "E-commerce", "Marketing", "Retail Tech", "AI" - ] + ], + "businessModel": "AEO/GEO软件加营销执行；订阅、内容、代理及模型成本待拆" }, { "id": "YC30324", @@ -3312,26 +3321,32 @@ "id": "YC30364", "name": "Wayline", "url": "https://www.ycombinator.com/companies/wayline", - "cat": "C07", + "cat": "C06", "year": 2025, "team": 5, "location": "San Francisco", - "business": "公司简介：AI voice for property 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": "以AI及可选人工接听物业电话消息，处理租赁、维护及催收沟通。", + "buyer": "物业管理接待和租赁运营团队", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "移客户运营；官网明确人工备援，不当纯无人SaaS。同YC附载2023 Second旧发布，现条款Wayline Inc.，旧主体沿革未核；不单由旧帖改成立年或继承旧收入。 原成立和团队仍为YC发现快照；采用与规模自述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-30364" + "YC-E-30364", + "INDUSTRY1-CAT-YC30364", + "INDUSTRY1-WAYLINE-HOME", + "INDUSTRY1-WAYLINE-TERMS", + "INDUSTRY1-WAYLINE-OLD", + "INDUSTRY1-SECOND-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当前主营与相关发布节选：以AI及可选人工接听物业电话消息，处理租赁、维护及催收沟通。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", + "directoryTags": [], + "businessModel": "物业客户运营软件加人工呼叫中心；订阅、通话、值守及系统费用待拆" }, { "id": "YC30384", @@ -3608,53 +3623,57 @@ "year": 2025, "team": 7, "location": "New York City, NY", - "business": "公司简介：AI agents for insurance claims operations", - "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": "处理保险理赔中的日常电话及文档任务。", + "buyer": "保险公司、理赔管理员及服务团队", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留保险行业流程；理赔员薪酬和创始人此前FINN 1500万ARR不归Avallon，未核处理准确率及保险公司合同。 原成立和团队仍为YC发现快照；采用与规模自述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-30415" + "YC-E-30415", + "INDUSTRY1-CAT-YC30415" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：处理保险理赔中的日常电话及文档任务。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", + "directoryTags": [], + "businessModel": "保险理赔运营软件；案件、通话、文档及人工服务待拆" }, { "id": "YC30418", "name": "Kanava AI", "url": "https://www.ycombinator.com/companies/kanava-ai", - "cat": "C07", + "cat": "C06", "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：Your First AI Sales Hire for Wholesale Distributors", - "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": "为批发分销商处理销售电话、库存价格查询及CRM更新。", + "buyer": "批发分销销售及收入团队", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "移客户销售运营；全销售、教练及唤回账户是后续升级愿景，不全当已交付。YC标Inactive，不推法律注销；行业9万亿销售额非Kanava收入。 原成立和团队仍为YC发现快照；采用与规模自述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", + "stage": "YC当前标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-30418" + "YC-E-30418", + "INDUSTRY1-CAT-YC30418" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为批发分销商处理销售电话、库存价格查询及CRM更新。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "Sales", "Supply Chain", "AI", "AI Assistant", "Industrial" - ] + ], + "businessModel": "销售语音软件；通话、订单、ERP连接及人工成本待拆" }, { "id": "YC30419", @@ -3664,47 +3683,52 @@ "year": 2025, "team": 5, "location": "San Francisco", - "business": "公司简介：AI native financial institution", - "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": "提供面向小企业的AI会计及财务服务，当前范围仍待核。", + "buyer": "小企业及财务服务客户", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留专业财务服务；官网称AI-native financial institution，但未取得牌照或主体证明，不把名称当已验证受监管金融机构。旧AI Accountant能力及实际人工比例未核。 原成立和团队仍为YC发现快照；采用与规模自述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-30419" + "YC-E-30419", + "INDUSTRY1-CAT-YC30419", + "INDUSTRY1-MINERVA-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当前主营与相关发布节选：提供面向小企业的AI会计及财务服务，当前范围仍待核。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", + "directoryTags": [], + "businessModel": "会计及金融服务；软件、专业人员、交易和服务费用待核" }, { "id": "YC30422", "name": "Galen AI", "url": "https://www.ycombinator.com/companies/galen-ai", - "cat": "C07", + "cat": "C09", "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：Personal AI healthcare agent, powered by clinical and wearable data.", - "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": "为个人连接病历及可穿戴数据，提供健康信息整理和辅助理解。", + "buyer": "个人患者及健康应用用户", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "移消费者应用；YC标Acquired，收购方及交割未核；旧beta未来上架说明不当当前可用性。800机构、设备连接及医疗支持为自述，不等付费客户或临床效果。 原成立和团队仍为YC发现快照；采用与规模自述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", + "stage": "YC当前标Acquired；收购方、交割及现产品可用性未独立核", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30422" + "YC-E-30422", + "INDUSTRY1-CAT-YC30422" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为个人连接病历及可穿戴数据，提供健康信息整理和辅助理解。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", + "directoryTags": [], + "businessModel": "消费者健康应用；订阅、数据接入和人工支持费待核" }, { "id": "YC30423", @@ -4067,26 +4091,28 @@ "year": 2025, "team": 1, "location": "San Francisco", - "business": "公司简介：Units builds full-stack AI education infrastructure.", - "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": "提供高中课程、学分及项目作品教育路径。", + "buyer": "高中学生、家庭及教育合作方", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留教育服务；一年完成和认证学分为公司主张，未核独立认证或结果。旧VibeGrade教师评分工具与现Units教育业务分期。 原成立和团队仍为YC发现快照；采用与规模自述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-30443" + "YC-E-30443", + "INDUSTRY1-CAT-YC30443" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：提供高中课程、学分及项目作品教育路径。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "Education", "Consumer", "AI" - ] + ], + "businessModel": "教育课程和学校服务；学费、授课及认证成本待核" }, { "id": "YC30444", @@ -4293,26 +4319,28 @@ "id": "YC30458", "name": "Jeevy Fabrication", "url": "https://www.ycombinator.com/companies/jeevy-fabrication", - "cat": "C07", + "cat": "C10", "year": 2025, "team": 3, "location": "Cleburne, TX", - "business": "公司简介：AI Driven EPC - Weld Fabrication Contractor", - "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": "以软件协调焊接件采购、加工厂排程、质量及项目交付。", + "buyer": "焊接制造采购方及加工厂", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "移实体产业；公司实际定位承包商，不把整笔制造项目款当软件ARR或以软件毛利估整体。80%排程节省是自述，质量和交付待核。 原成立和团队仍为YC发现快照；采用与规模自述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-30458" + "YC-E-30458", + "INDUSTRY1-CAT-YC30458" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：以软件协调焊接件采购、加工厂排程、质量及项目交付。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", + "directoryTags": [], + "businessModel": "实体制造承包加供应网络；项目款、材料、加工、软件和质检成本待拆" }, { "id": "YC30461", @@ -4322,22 +4350,24 @@ "year": 2025, "team": 8, "location": "London, United Kingdom", - "business": "公司简介：AI Coworker for Accountants", - "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": "为会计师事务所处理记账、增值税、工资、税务和账务工作。", + "buyer": "会计及税务事务所", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留会计行业工作，50多个Agent是功能自述，不等50付费客户或全自动报税保证。事务所增加收入不归Combinely。 原成立和团队仍为YC发现快照；采用与规模自述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-30461" + "YC-E-30461", + "INDUSTRY1-CAT-YC30461" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为会计师事务所处理记账、增值税、工资、税务和账务工作。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", + "directoryTags": [], + "businessModel": "专业会计软件；客户、工作流、许可和人工复核待拆" }, { "id": "YC30462", @@ -4376,26 +4406,28 @@ "year": 2025, "team": 1, "location": "San Francisco", - "business": "公司简介：Your new AI-powered math tutor.", - "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": "面向中学数学课程设计交互式教学内容，并规划消费者数学产品。", + "buyer": "学校、教师及学生", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留学校教育；与湾区高中合作为自述，消费者产品仍在开发，两者不混作已付费采用。未核学习效果或课程采购合同。 原成立和团队仍为YC发现快照；采用与规模自述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-30463" + "YC-E-30463", + "INDUSTRY1-CAT-YC30463" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：面向中学数学课程设计交互式教学内容，并规划消费者数学产品。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "Education", "Consumer", "AI" - ] + ], + "businessModel": "学校教学软件，兼消费者产品方向；许可、课程和服务待拆" }, { "id": "YC30464", @@ -4692,26 +4724,28 @@ "year": 2025, "team": 7, "location": "London, United Kingdom", - "business": "公司简介：The AI Associate for Litigation Lawyers", - "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": "为复杂诉讼整理案件上下文，辅助法律分析、起草和案件管理。", + "buyer": "诉讼律师及法律团队", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留法律行业应用；AI associate是产品比喻，不等具备律师资格或独立法律判断；合同、正确率和实际收费待核。 原成立和团队仍为YC发现快照；采用与规模自述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-30479" + "YC-E-30479", + "INDUSTRY1-CAT-YC30479" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为复杂诉讼整理案件上下文，辅助法律分析、起草和案件管理。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "SaaS", "Legal", "AI" - ] + ], + "businessModel": "诉讼专业软件；席位、案件、文档与实施费待拆" }, { "id": "YC30480", @@ -4721,27 +4755,42 @@ "year": 2025, "team": 2, "location": "Paris, France", - "business": "公司简介：AI-native operating system for vehicle fleet management", - "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": "为车队交叉检查运营记录、费用及真实行程，辅助调查成本差异。", + "buyer": "运输及车队运营商", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留运输行业；官网现重核对差异，旧综合车队平台发布和200k ARR自述分期，准确截至日、币种和经常性定义未核。页面示例油量差异不是已审客户欺诈。 原成立和团队仍为YC发现快照；采用与规模自述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", + "stage": "有历史ARR自述；现合同、经常性及交付范围未独立核", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30480" + "YC-E-30480", + "INDUSTRY1-CAT-YC30480", + "INDUSTRY1-FLOTT-HOME", + "INDUSTRY1-FLOTT-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当前主营与相关发布节选：为车队交叉检查运营记录、费用及真实行程，辅助调查成本差异。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "Logistics", "Transportation", "Operations", "AI Assistant" - ] + ], + "businessModel": "车队运营软件；车辆、连接、许可和实施成本待拆", + "directoryOrigin": "yc-2025-2026", + "entityBasis": "YC公司与官网产品关联；精确注册、全部签约主体及合并范围待核。", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "已读当前产品及相关交付自述，未运行产品、查运行源码或核独立效果；现官网与旧发布分期，收入不等技术验证。", + "evidenceIds": [ + "INDUSTRY1-CAT-YC30480", + "INDUSTRY1-FLOTT-LAUNCH" + ] + } }, { "id": "YC30482", @@ -4751,55 +4800,59 @@ "year": 2025, "team": 17, "location": "Paris, France", - "business": "公司简介：Function Health for Europe", - "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": "结合血液检测、医疗专业人员及AI分析提供预防健康服务。", + "buyer": "个人健康客户及医疗合作方", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留医疗检测服务，与仅个人健康软件分开。同行五万欧年费不是Lucis定价，百岁健康愿景不当临床效果或已实现收入。 原成立和团队仍为YC发现快照；采用与规模自述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-30482" + "YC-E-30482", + "INDUSTRY1-CAT-YC30482" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：结合血液检测、医疗专业人员及AI分析提供预防健康服务。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "Telehealth", "Digital Health", "Health & Wellness", "AI" - ] + ], + "businessModel": "检测加医疗专业服务；检测套餐、专业人员与软件成本待拆" }, { "id": "YC30485", "name": "Anana", "url": "https://www.ycombinator.com/companies/anana", - "cat": "C07", + "cat": "C06", "year": 2025, "team": 2, "location": "New York City, NY", - "business": "公司简介：AI Workspace for Hospitality Commercial 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": "连接酒店预订、沟通及市场数据，辅助收入、营销和销售团队行动。", + "buyer": "酒店集团商业及收入团队", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "移客户收入运营；预订和客人数据为营销上下文，不因hotel标签全归行业应用。客户营收、入住率和渠道转化不归Anana收入。 原成立和团队仍为YC发现快照；采用与规模自述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-30485" + "YC-E-30485", + "INDUSTRY1-CAT-YC30485" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：连接酒店预订、沟通及市场数据，辅助收入、营销和销售团队行动。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "B2B", "AI" - ] + ], + "businessModel": "酒店营销和商业运营软件；物业、连接、模型与实施费待拆" }, { "id": "YC30488", @@ -5222,22 +5275,24 @@ "year": 2025, "team": 2, "location": "New York City, NY", - "business": "公司简介：Valuemate automates real estate appraisals with 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": "以LiDAR扫描物业并生成估价相关报告。", + "buyer": "银行、估价管理机构及估价师", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留估价行业工作；三分钟扫描、80%效率和regulator-ready是自述。旧发布的未来几月格式切换不能沿访问日推现行法规，未独立核监管接受或估价准确性。 原成立和团队仍为YC发现快照；采用与规模自述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-30517" + "YC-E-30517", + "INDUSTRY1-CAT-YC30517" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：以LiDAR扫描物业并生成估价相关报告。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", + "directoryTags": [], + "businessModel": "地产估价软件及数据采集；报告、许可、设备和专业复核成本待拆" }, { "id": "YC30518", @@ -5370,28 +5425,30 @@ "year": 2025, "team": 5, "location": "San Clemente, CA", - "business": "公司简介：chrt is a logistics platform for time-critical shipping", - "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": "为紧急货运提供接单、派送、航班及追踪协调，兼售跟踪设备。", + "buyer": "紧急货运代理、专业快递及货主", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留物流行业；30B市场和20%增长是问题背景，不归chrt收入。软件、运费和设备分开，是否作为承运人和净额确认待核。 原成立和团队仍为YC发现快照；采用与规模自述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-30526" + "YC-E-30526", + "INDUSTRY1-CAT-YC30526" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为紧急货运提供接单、派送、航班及追踪协调，兼售跟踪设备。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "Autonomous Shipping", "Logistics", "Healthcare", "Manufacturing", "Industrial" - ] + ], + "businessModel": "物流协调软件加设备；软件费、运费转付、硬件及客服成本待拆" }, { "id": "YC30527", @@ -5431,28 +5488,44 @@ "year": 2025, "team": 5, "location": "San Francisco", - "business": "公司简介：Real-time AI Compliance & Revenue Integrity for Medical Providers", - "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": "为医疗机构处理文书、编码、授权和拒赔，兼提供账单托管服务。", + "buyer": "医疗机构及医疗收入完整性团队", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留医疗专业运营；54k ARR旧自述与现免费/100月费/企业定制分期，报价不推收入。自助不含EHR集成，AI Web Agent是企业层，不把所有套餐表述为全系统自动化。 原成立和团队仍为YC发现快照；采用与规模自述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": "官网原文100/月自助、25项每类用量；免费样本和企业年度定制另列。EHR接入及CSM为企业层，实际合同、币种及收入未核", + "stage": "有历史ARR自述；现合同、经常性及交付范围未独立核", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30529" + "YC-E-30529", + "INDUSTRY1-CAT-YC30529", + "INDUSTRY1-ADENTRIS-HOME", + "INDUSTRY1-ADENTRIS-PRICE", + "INDUSTRY1-ADENTRIS-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当前主营与相关发布节选：为医疗机构处理文书、编码、授权和拒赔，兼提供账单托管服务。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "Health Tech", "B2B", "Compliance", "Enterprise Software", "AI" - ] + ], + "businessModel": "医疗软件订阅加企业实施与账单服务；平台、人力和回款服务成本待拆", + "directoryOrigin": "yc-2025-2026", + "entityBasis": "YC公司与官网产品关联；精确注册、全部签约主体及合并范围待核。", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "已读当前产品及相关交付自述，未运行产品、查运行源码或核独立效果；现官网与旧发布分期，收入不等技术验证。", + "evidenceIds": [ + "INDUSTRY1-CAT-YC30529", + "INDUSTRY1-ADENTRIS-LAUNCH" + ] + } }, { "id": "YC30532", @@ -5523,28 +5596,30 @@ "year": 2025, "team": 5, "location": "San Francisco", - "business": "公司简介：AI Digital Workers for Supply Chain", - "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": "自动处理直接材料采购、报价请求、订单跟催及供应链协作。", + "buyer": "制造及实体供应链采购团队", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留实体供应链行业；数百Agent、Fortune 500及前Stripe支付量为自述/履历，不当收入、客户合同或已证独立能力。 原成立和团队仍为YC发现快照；采用与规模自述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-30540" + "YC-E-30540", + "INDUSTRY1-CAT-YC30540" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：自动处理直接材料采购、报价请求、订单跟催及供应链协作。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "B2B", "Manufacturing", "Supply Chain", "Operations", "AI" - ] + ], + "businessModel": "供应链执行软件；采购工作流、连接、运行和实施费用待拆" }, { "id": "YC30541", @@ -5579,31 +5654,34 @@ "id": "YC30542", "name": "Linewise", "url": "https://www.ycombinator.com/companies/linewise", - "cat": "C07", + "cat": "C02", "year": 2025, "team": 25, "location": "San Francisco", - "business": "公司简介：Industrial data layer for physical RSI", - "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": "采集设计、加工和装配工作，交付模型训练用工业数据。", + "buyer": "前沿AI及机器人模型团队", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "移模型数据基础设施；旧制造copilot与现Vision Lab数据交付分开。官网称许可及专家检查，实际权利链/模型训练收益未核，不把客户模型成绩当自身测试。 原成立和团队仍为YC发现快照；采用与规模自述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-30542" + "YC-E-30542", + "INDUSTRY1-CAT-YC30542", + "INDUSTRY1-LINEWISE-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：采集设计、加工和装配工作，交付模型训练用工业数据。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "Robotics", "Manufacturing", "Data Engineering", "AI" - ] + ], + "businessModel": "训练数据与采集质量服务；授权、采集、标注及专业审核成本待拆" }, { "id": "YC30545", @@ -5728,28 +5806,30 @@ "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：The AI-Native Consumer + Plaintiff 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": "通过软件接入及律师团队提供法律指导、代理与诉讼服务。", + "buyer": "个人法律服务客户及需代理的当事方", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留法律服务，律师实际承办，不当纯软件SaaS。未核执业实体/地域和结果，AI接口入口不等取得律师资格或全无人法律服务。 原成立和团队仍为YC发现快照；采用与规模自述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-30553" + "YC-E-30553", + "INDUSTRY1-CAT-YC30553" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：通过软件接入及律师团队提供法律指导、代理与诉讼服务。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "Consumer", "B2B", "Legal", "LegalTech", "AI" - ] + ], + "businessModel": "全栈律师事务所服务加AI工具；案件、律师工时及软件成本待拆" }, { "id": "YC30554", @@ -5789,22 +5869,24 @@ "year": 2025, "team": 3, "location": "San Francisco", - "business": "公司简介：AI Agents to win denied health insurance claims.", - "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": "为医疗机构处理拒赔发现、申诉生成、提交和追踪。", + "buyer": "医疗机构及医疗账单团队", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留医疗收入流程；追回客户款项不等Aegis收入，行业2600亿拒赔及200亿抗辩成本不是公司规模，实际服务合同和确认政策待核。 原成立和团队仍为YC发现快照；采用与规模自述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-30557" + "YC-E-30557", + "INDUSTRY1-CAT-YC30557" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为医疗机构处理拒赔发现、申诉生成、提交和追踪。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", + "directoryTags": [], + "businessModel": "医疗申诉软件；案件、回款服务、集成及专业复核待拆" }, { "id": "YC30559", @@ -6018,25 +6100,28 @@ "year": 2025, "team": 8, "location": "New York City, NY", - "business": "公司简介：Superintelligent financial advisor", - "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": "为个人组织财务信息并提供投资、税务和规划辅助。", + "buyer": "个人财富管理及财务顾问服务客户", + "delivery": "已读YC当前主营与相关发布节选；选定官网及原始声明另列，实际合同、财务及产品效果未独立核。", + "notes": "保留专业财富服务；0%顾问费不等公司零收入，演示资产/税损/转账不当AUM、收入或可执行承诺。superintelligence和机构策略为营销主张，未独立核牌照、收益或模型。 原成立和团队仍为YC发现快照；采用与规模自述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-30591" + "YC-E-30591", + "INDUSTRY1-CAT-YC30591", + "INDUSTRY1-AUTONOMOUS-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营与相关发布节选：为个人组织财务信息并提供投资、税务和规划辅助。 按当前买家、成果和具体交付分类；软件、专业服务、实体合同及数据供给分开。", "directoryTags": [ "Consumer Finance", "AI" - ] + ], + "businessModel": "财富服务与AI软件；顾问费、订阅、交易和其他渠道待核" }, { "id": "YC30602", @@ -34513,6 +34598,83 @@ "reason": "GMV不等平台收入或ARR；未核佣金、退款和确认政策，不由交易额反推收费，不与公司经常性收入混比", "bound": ">", "comparisonGroup": null + }, + { + "id": "INDUSTRY1-O-FLOTT", + "company": "YC30480", + "name": "Flott HQ", + "kind": "旧发布200k ARR", + "value": 200000, + "unit": "原文$，币种待核", + "timing": "历史发布展示2025-05-27；准确经营截至日未给", + "scope": "Flott业务，法律主体合并范围未核", + "selection": "historical", + "reason": "旧厂商自述，币种与经常性定义未核；官网现产品核对定位不把旧数当当前ARR", + "evidence": "INDUSTRY1-FLOTT-LAUNCH", + "bound": "=", + "comparisonGroup": null, + "metric": "arr" + }, + { + "id": "INDUSTRY1-O-ADENTRIS", + "company": "YC30529", + "name": "Adentris", + "kind": "旧发布54k ARR", + "value": 54000, + "unit": "原文$，币种待核", + "timing": "历史发布展示2025-05-08，称自YC开始；准确经营截至日未给", + "scope": "Adentris业务，软件与实施/服务收入未拆", + "selection": "historical", + "reason": "厂商自述，试点与PoC不直接当付费；旧金额与现套餐不能反推客户数，不入同期ARR比较", + "evidence": "INDUSTRY1-ADENTRIS-LAUNCH", + "bound": "=", + "comparisonGroup": null, + "metric": "arr" + }, + { + "id": "INDUSTRY1-O-WILDCARD-OLD", + "company": "YC30318", + "name": "Wildcard", + "kind": "前雇主帮助成交合同额", + "value": 15000000, + "unit": "原文$，币种待核", + "timing": "2026-07-20发布中的此前经历，实际合同期间未给", + "scope": "创始人在Scale AI的客户合同，非Wildcard收入", + "selection": "excluded", + "reason": "旧雇主合同及客户五倍搜索收入不归当前公司，不推ARR", + "evidence": "INDUSTRY1-CAT-YC30318", + "bound": ">", + "comparisonGroup": null + }, + { + "id": "INDUSTRY1-O-WAYLINE-OLD-ARR", + "company": "YC30364", + "name": "Wayline", + "kind": "创始人前物业公司ARR", + "value": 1000000, + "unit": "原文$，币种待核", + "timing": "2025-08-22发布中的此前经历，实际经营截至日未给", + "scope": "创始人此前物业管理公司，非Wayline收入", + "selection": "excluded", + "reason": "前物业公司、WeWork产品及旧Second均不自动归当前公司收入，未核转移或并表", + "evidence": "INDUSTRY1-CAT-YC30364", + "bound": "=", + "comparisonGroup": null + }, + { + "id": "INDUSTRY1-O-AVALLON-OLD-ARR", + "company": "YC30415", + "name": "Avallon AI", + "kind": "创始人前FINN业务ARR", + "value": 15000000, + "unit": "原文$，币种待核", + "timing": "2025-05-27发布中的此前经历，实际经营期间未给", + "scope": "创始人在FINN US参与扩展的业务，非Avallon收入", + "selection": "excluded", + "reason": "前雇主ARR、理赔员薪酬和客户索赔额不归本公司，不推软件ARR", + "evidence": "INDUSTRY1-CAT-YC30415", + "bound": "=", + "comparisonGroup": null } ], "evidence": [ @@ -54953,6 +55115,424 @@ "kind": "YC官方页面中的公司自述复核", "summary": "发布称从批次开始带来原文$2.7M以上GMV。", "limitation": "GMV为客户市场交易量，佣金、退款、确认收入和币种未核，不当Palisade收入或ARR，不反推抽成。" + }, + { + "id": "INDUSTRY1-CAT-YC30297", + "companyId": "YC30297", + "title": "OpenIntake行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/openintake", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "为律师事务所接听咨询电话并将来电转为潜在客户。 移客户运营；旧TripleZip商业地产会计发布分开。官网本次只返回JS外壳，未据此补造收入、产品能力或停业结论。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30299", + "companyId": "YC30299", + "title": "Miyagi Labs行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/miyagi-labs", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "为个人学生提供标准化考试辅导、练习材料及学习分析。 移个人应用；考试覆盖表为自述，不等已获学校合同、认证或独立提分。旧YouTube转课程与现备考主业分开。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30317", + "companyId": "YC30317", + "title": "Permitify行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/permitify", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "辅助城市建筑部门审核建筑图纸及许可。 保留建筑许可行业；十倍效率为自述，地方政府最盈利部门论断未独立核，不当采购预算或Permitify收入。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30318", + "companyId": "YC30318", + "title": "Wildcard行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/wildcard", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "为电商及零售品牌分析并执行AI搜索可见度和内容获客工作。 移营销运营；20品牌和五倍客户搜索收入不作自身营收。创始人在Scale AI帮助成交1500万合同属旧雇主，不归Wildcard。ACP/UCP支持程度未独立核。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30364", + "companyId": "YC30364", + "title": "Wayline行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/wayline", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "以AI及可选人工接听物业电话消息，处理租赁、维护及催收沟通。 移客户运营；官网明确人工备援，不当纯无人SaaS。同YC附载2023 Second旧发布，现条款Wayline Inc.，旧主体沿革未核；不单由旧帖改成立年或继承旧收入。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30415", + "companyId": "YC30415", + "title": "Avallon AI行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/avallon-ai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "处理保险理赔中的日常电话及文档任务。 保留保险行业流程；理赔员薪酬和创始人此前FINN 1500万ARR不归Avallon，未核处理准确率及保险公司合同。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30418", + "companyId": "YC30418", + "title": "Kanava AI行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/kanava-ai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "为批发分销商处理销售电话、库存价格查询及CRM更新。 移客户销售运营；全销售、教练及唤回账户是后续升级愿景，不全当已交付。YC标Inactive，不推法律注销；行业9万亿销售额非Kanava收入。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30419", + "companyId": "YC30419", + "title": "Minerva行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/minerva", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "提供面向小企业的AI会计及财务服务，当前范围仍待核。 保留专业财务服务；官网称AI-native financial institution，但未取得牌照或主体证明，不把名称当已验证受监管金融机构。旧AI Accountant能力及实际人工比例未核。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30422", + "companyId": "YC30422", + "title": "Galen AI行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/galen-ai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "为个人连接病历及可穿戴数据，提供健康信息整理和辅助理解。 移消费者应用；YC标Acquired，收购方及交割未核；旧beta未来上架说明不当当前可用性。800机构、设备连接及医疗支持为自述，不等付费客户或临床效果。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30443", + "companyId": "YC30443", + "title": "Units行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/units", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "提供高中课程、学分及项目作品教育路径。 保留教育服务；一年完成和认证学分为公司主张，未核独立认证或结果。旧VibeGrade教师评分工具与现Units教育业务分期。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30458", + "companyId": "YC30458", + "title": "Jeevy Fabrication行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/jeevy-fabrication", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "以软件协调焊接件采购、加工厂排程、质量及项目交付。 移实体产业；公司实际定位承包商，不把整笔制造项目款当软件ARR或以软件毛利估整体。80%排程节省是自述，质量和交付待核。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30461", + "companyId": "YC30461", + "title": "Combinely行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/combinely", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "为会计师事务所处理记账、增值税、工资、税务和账务工作。 保留会计行业工作，50多个Agent是功能自述，不等50付费客户或全自动报税保证。事务所增加收入不归Combinely。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30463", + "companyId": "YC30463", + "title": "Tegore行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/tegore", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "面向中学数学课程设计交互式教学内容，并规划消费者数学产品。 保留学校教育；与湾区高中合作为自述，消费者产品仍在开发，两者不混作已付费采用。未核学习效果或课程采购合同。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30479", + "companyId": "YC30479", + "title": "Crimson行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/crimson", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "为复杂诉讼整理案件上下文，辅助法律分析、起草和案件管理。 保留法律行业应用；AI associate是产品比喻，不等具备律师资格或独立法律判断；合同、正确率和实际收费待核。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30480", + "companyId": "YC30480", + "title": "Flott HQ行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/flott-hq", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "为车队交叉检查运营记录、费用及真实行程，辅助调查成本差异。 保留运输行业；官网现重核对差异，旧综合车队平台发布和200k ARR自述分期，准确截至日、币种和经常性定义未核。页面示例油量差异不是已审客户欺诈。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30482", + "companyId": "YC30482", + "title": "Lucis行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/lucis", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "结合血液检测、医疗专业人员及AI分析提供预防健康服务。 保留医疗检测服务，与仅个人健康软件分开。同行五万欧年费不是Lucis定价，百岁健康愿景不当临床效果或已实现收入。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30485", + "companyId": "YC30485", + "title": "Anana行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/anana", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "连接酒店预订、沟通及市场数据，辅助收入、营销和销售团队行动。 移客户收入运营；预订和客人数据为营销上下文，不因hotel标签全归行业应用。客户营收、入住率和渠道转化不归Anana收入。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30517", + "companyId": "YC30517", + "title": "ValueMate行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/valuemate", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "以LiDAR扫描物业并生成估价相关报告。 保留估价行业工作；三分钟扫描、80%效率和regulator-ready是自述。旧发布的未来几月格式切换不能沿访问日推现行法规，未独立核监管接受或估价准确性。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30526", + "companyId": "YC30526", + "title": "chrt行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/chrt", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "为紧急货运提供接单、派送、航班及追踪协调，兼售跟踪设备。 保留物流行业；30B市场和20%增长是问题背景，不归chrt收入。软件、运费和设备分开，是否作为承运人和净额确认待核。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30529", + "companyId": "YC30529", + "title": "Adentris行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/adentris", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "为医疗机构处理文书、编码、授权和拒赔，兼提供账单托管服务。 保留医疗专业运营；54k ARR旧自述与现免费/100月费/企业定制分期，报价不推收入。自助不含EHR集成，AI Web Agent是企业层，不把所有套餐表述为全系统自动化。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30540", + "companyId": "YC30540", + "title": "Lumari行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/lumari", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "自动处理直接材料采购、报价请求、订单跟催及供应链协作。 保留实体供应链行业；数百Agent、Fortune 500及前Stripe支付量为自述/履历，不当收入、客户合同或已证独立能力。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30542", + "companyId": "YC30542", + "title": "Linewise行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/linewise", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "采集设计、加工和装配工作，交付模型训练用工业数据。 移模型数据基础设施；旧制造copilot与现Vision Lab数据交付分开。官网称许可及专家检查，实际权利链/模型训练收益未核，不把客户模型成绩当自身测试。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30553", + "companyId": "YC30553", + "title": "Blueshoe行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/blueshoe", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "通过软件接入及律师团队提供法律指导、代理与诉讼服务。 保留法律服务，律师实际承办，不当纯软件SaaS。未核执业实体/地域和结果，AI接口入口不等取得律师资格或全无人法律服务。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30557", + "companyId": "YC30557", + "title": "Aegis行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/aegis", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "为医疗机构处理拒赔发现、申诉生成、提交和追踪。 保留医疗收入流程；追回客户款项不等Aegis收入，行业2600亿拒赔及200亿抗辩成本不是公司规模，实际服务合同和确认政策待核。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-CAT-YC30591", + "companyId": "YC30591", + "title": "Autonomous Technologies Group行业业务与交付复核", + "url": "https://www.ycombinator.com/companies/autonomous-technologies-group", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "为个人组织财务信息并提供投资、税务和规划辅助。 保留专业财富服务；0%顾问费不等公司零收入，演示资产/税损/转账不当AUM、收入或可执行承诺。superintelligence和机构策略为营销主张，未独立核牌照、收益或模型。", + "limitation": "主营与相关发布节选不等独立技术、合同或财务验证；患者、学生、项目、客户追回款项、前公司业绩及行业支出不归本公司收入。" + }, + { + "id": "INDUSTRY1-LINEWISE-HOME", + "companyId": "YC30542", + "title": "Linewise工业训练数据交付", + "url": "https://linewise.io/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司官方资料", + "summary": "官网现为设计、加工和装配数据供给，面向前沿模型与机器人训练，区分工程、机器人数据和研究质量控制。", + "limitation": "许可、来源及专业审核是公司流程主张，未查原始协议或数据样本，Physical RSI愿景不等已实现自改进机器人。" + }, + { + "id": "INDUSTRY1-MINERVA-HOME", + "companyId": "YC30419", + "title": "Minerva财务服务定位及信息缺项", + "url": "https://www.joinminerva.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司官方资料", + "summary": "官网仅称从会计开始的AI-native financial institution，并提供联系入口。", + "limitation": "未取得牌照、法律主体、详细产品、报价或财务，不把金融机构标签当已验证资质。" + }, + { + "id": "INDUSTRY1-FLOTT-HOME", + "companyId": "YC30480", + "title": "Flott现车队核对与成本控制", + "url": "https://www.flotthq.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司官方资料", + "summary": "官网当前连接费用、任务、GPS及车队活动，发现记录差异并交由人核查。", + "limitation": "示例行程/油量不是实际客户欺诈，未取得客户合同、实测性能或当前收入；与旧统一车队平台分期。" + }, + { + "id": "INDUSTRY1-ADENTRIS-HOME", + "companyId": "YC30529", + "title": "Adentris软件及专业服务", + "url": "https://www.adentris.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司官方资料", + "summary": "官网提供文书、编码、授权及申诉模块，另列由团队交付的应收诊断、合规监测和审计准备服务。", + "limitation": "准确率、拒赔率及部署效果为客户/厂商数据，未独立核；与实际账单托管和软件收费须按合同拆分。" + }, + { + "id": "INDUSTRY1-ADENTRIS-PRICE", + "companyId": "YC30529", + "title": "Adentris套餐与集成差异", + "url": "https://www.adentris.com/pricing", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司官方资料", + "summary": "免费和100/月自助主要为文件上传；企业年度定价按机构、模块及部署范围，才含EHR接入、配置、CSM和SLA。", + "limitation": "自助报价不能代表企业ARPA或实收，广告式50k企业例子不当统一合同额；人工、实施与经常性费用待拆。" + }, + { + "id": "INDUSTRY1-WAYLINE-HOME", + "companyId": "YC30364", + "title": "Wayline AI及人工呼叫中心", + "url": "https://www.wayline.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司官方资料", + "summary": "官网现为物业电话及消息运营，明确AI处理常规、人工处理需要判断的情况，兼租赁、维护和催收。", + "limitation": "呼叫量、客户引语及页面初始零值/示例不是收入、独立成功率或审计；人工成本和实际定价未核。" + }, + { + "id": "INDUSTRY1-WAYLINE-TERMS", + "companyId": "YC30364", + "title": "Wayline现行运营者与订阅", + "url": "https://www.wayline.com/terms-privacy", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司官方资料", + "summary": "条款列Wayline Inc.为Delaware公司，服务包括AI物业沟通和可选人工支持，按订阅及订单收费。", + "limitation": "2026-06-25条款生效不当成立日；尚未核现Wayline与旧Second的主体/资产转移链，不仅凭附载旧帖改2025字段或继承收入。" + }, + { + "id": "INDUSTRY1-WAYLINE-OLD", + "companyId": "YC30364", + "title": "同YC附载Second旧发布", + "url": "https://www.ycombinator.com/launches/J1C-second-the-world-s-first-fully-automated-codebase-migration-platform", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司官方资料", + "summary": "2023-07-16旧发布称Second来自W23，重做代码迁移，作者及当前Wayline团队有Eric Rowell。", + "limitation": "同页旧帖及共同创始人不充分证明相同法律主体或收入连续；当前Wayline Inc.未见完整登记链，旧业务不自动归Wayline。" + }, + { + "id": "INDUSTRY1-SECOND-ACCESS", + "companyId": "YC30364", + "title": "Second旧域名访问缺项", + "url": "https://www.second.dev/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司官方资料", + "summary": "旧发布所链second.dev本次读取超时，未取得当前条款或跳转正文。", + "limitation": "不可读不当不存在、已并入Wayline或已停业；保留主体沿革缺项，不猜法律成立日。" + }, + { + "id": "INDUSTRY1-OPENINTAKE-HOME", + "companyId": "YC30297", + "title": "OpenIntake官网JS外壳", + "url": "https://www.openintake.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司官方资料", + "summary": "官网本次响应仅要求启用JavaScript，未取得产品正文。", + "limitation": "不把外壳当已验证产品能力；按YC当前律所来电转化主营暂分，旧TripleZip会计发布另列。" + }, + { + "id": "INDUSTRY1-AUTONOMOUS-HOME", + "companyId": "YC30591", + "title": "Autonomous个人财富服务及演示边界", + "url": "https://becomeautonomous.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司官方资料", + "summary": "官网展示统一财务资料、投资税务及规划流程，含资产、税损及转账的产品示例。", + "limitation": "演示数字不当真实AUM、收入、交易记录或收益承诺；0%顾问费不等无其他收费，牌照、合同、资金托管及模型能力未核。" + }, + { + "id": "INDUSTRY1-FLOTT-LAUNCH", + "companyId": "YC30480", + "title": "Flott HQ历史ARR原始自述", + "url": "https://www.ycombinator.com/launches/Nbv-flott-hq-ai-native-operating-system-for-fleet-management", + "publishedAt": "2025-05-27", + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "发布称原文$200k ARR、月增长45%，来自口碑。", + "limitation": "发布日不是精确财务截至日，正文可更新；币种、经常性定义、付费合同与账单未核，不按访问日刷新为当前ARR。" + }, + { + "id": "INDUSTRY1-ADENTRIS-LAUNCH", + "companyId": "YC30529", + "title": "Adentris历史ARR原始自述", + "url": "https://www.ycombinator.com/launches/NSr-adentris-ai-compliance-autopilot-for-hospitals-and-clinics", + "publishedAt": "2025-05-08", + "accessedAt": "2026-10-31", + "kind": "YC官方页面中的公司自述复核", + "summary": "发布称自YC开始达到原文$54k ARR，另有试点及PoC。", + "limitation": "发布日不是精确财务截至日，正文可更新；币种、经常性定义、付费合同与账单未核，不按访问日刷新为当前ARR。" } ], "reviews": [ @@ -58066,6 +58646,105 @@ "SALES-LAUNCH-NATIVE" ], "handling": "不能把2026 YC或Norn发布日期当新公司成立。2M ARR仅待交叉核对的自述，财务截至日、新旧业务与主体边界未核；官网7人与旧YC6人分开，未擅改历史团队，不推虚报。" + }, + { + "id": "INDUSTRY1-R-25", + "type": "行业专业应用首批分类及交付模式复核", + "company": "原C07规则初分首批25家公司", + "scope": "companies", + "companyIds": [ + "YC30297", + "YC30299", + "YC30317", + "YC30318", + "YC30364", + "YC30415", + "YC30418", + "YC30419", + "YC30422", + "YC30443", + "YC30458", + "YC30461", + "YC30463", + "YC30479", + "YC30482", + "YC30485", + "YC30517", + "YC30526", + "YC30540", + "YC30542", + "YC30553", + "YC30557", + "YC30591" + ], + "summary": "25项当前主营与相关发布节选已读，16项留C07、9项转销售/消费者/模型数据/实体产业；另核11项官网或旧发布资料，Flott/Adentris收入专项分列。", + "evidenceIds": [ + "INDUSTRY1-CAT-YC30297", + "INDUSTRY1-CAT-YC30299", + "INDUSTRY1-CAT-YC30317", + "INDUSTRY1-CAT-YC30318", + "INDUSTRY1-CAT-YC30364", + "INDUSTRY1-CAT-YC30415", + "INDUSTRY1-CAT-YC30418", + "INDUSTRY1-CAT-YC30419", + "INDUSTRY1-CAT-YC30422", + "INDUSTRY1-CAT-YC30443", + "INDUSTRY1-CAT-YC30458", + "INDUSTRY1-CAT-YC30461", + "INDUSTRY1-CAT-YC30463", + "INDUSTRY1-CAT-YC30479", + "INDUSTRY1-CAT-YC30482", + "INDUSTRY1-CAT-YC30485", + "INDUSTRY1-CAT-YC30517", + "INDUSTRY1-CAT-YC30526", + "INDUSTRY1-CAT-YC30540", + "INDUSTRY1-CAT-YC30542", + "INDUSTRY1-CAT-YC30553", + "INDUSTRY1-CAT-YC30557", + "INDUSTRY1-CAT-YC30591", + "INDUSTRY1-LINEWISE-HOME", + "INDUSTRY1-MINERVA-HOME", + "INDUSTRY1-WAYLINE-HOME", + "INDUSTRY1-WAYLINE-TERMS", + "INDUSTRY1-WAYLINE-OLD", + "INDUSTRY1-SECOND-ACCESS", + "INDUSTRY1-OPENINTAKE-HOME", + "INDUSTRY1-AUTONOMOUS-HOME" + ], + "handling": "保留原发现、成立及团队快照；Wayline同页Second旧帖与当前不同运营者关联未充分核，不强行改年或转移收入。Kanava Inactive、Galen Acquired仅列YC状态。医疗/法律/教育/金融宣传和客户成果不当资格、收益或公司收入。" + }, + { + "id": "INDUSTRY1-R-FLOTT", + "type": "历史ARR与现交付边界复核", + "company": "Flott HQ", + "scope": "companies", + "companyIds": [ + "YC30480" + ], + "summary": "旧车队平台200k ARR与现核对成本/活动产品分期，客户油量及行程示例不是财务审计。", + "evidenceIds": [ + "INDUSTRY1-CAT-YC30480", + "INDUSTRY1-FLOTT-HOME", + "INDUSTRY1-FLOTT-LAUNCH" + ], + "handling": "只保留历史自述，币种、财务截至日、经常性定义及法律主体/收入确认未核，不纳入可比同期ARR或平台MRR，未做独立技术测试。" + }, + { + "id": "INDUSTRY1-R-ADENTRIS", + "type": "历史ARR与现交付边界复核", + "company": "Adentris", + "scope": "companies", + "companyIds": [ + "YC30529" + ], + "summary": "旧54k ARR、当前文件自助/企业集成及专业账单服务分开，不从100月费或试点数量推总收入。", + "evidenceIds": [ + "INDUSTRY1-CAT-YC30529", + "INDUSTRY1-ADENTRIS-HOME", + "INDUSTRY1-ADENTRIS-PRICE", + "INDUSTRY1-ADENTRIS-LAUNCH" + ], + "handling": "只保留历史自述，币种、财务截至日、经常性定义及法律主体/收入确认未核，不纳入可比同期ARR或平台MRR，未做独立技术测试。" } ], "coverage": { diff --git a/content/research/ai-companies.sources.json b/content/research/ai-companies.sources.json index 7937053..fdac2de 100644 --- a/content/research/ai-companies.sources.json +++ b/content/research/ai-companies.sources.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-1", + "version": "2026-10-31-industry-1", "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": "原新增目录中31条深化为个案并保留来源；当前基础项393条主营分类人工复核。本轮23项C06规则初分已读，22项保留、Bluma转创意制作，8项官网资料与Native政府接口缺项分开。软件/人工托管/制作代理及广告预算拆分；Native官网旧经营与YC2026成立冲突，当前year=null，原发现审计保留；2M ARR仅交叉核对。继续核C05/C07及其他非人工资料、主体、技术和财务，不把主营复核当完整来源覆盖。", + "nextCheck": "原新增目录33条深化个案并保留来源；当前基础项416条主营人工复核。本分支新增原C07首批25项复核：16保留、9按现买家与交付迁移，Flott/Adentris历史ARR单列。Linewise现训练数据，实体承包、专业服务和个人应用分开。Wayline附载Second旧帖未充分核主体延续，不强改2025年或继承前业务。原C07尚余159项规则初分；本快照原C05仍有89项规则初分，继续补充人工结果；继续其他非人工资料与来源缺项，不把分类当财务/技术全量验证。", "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 fa5ce66..10855e4 100644 --- a/content/research/ai-income-analysis.json +++ b/content/research/ai-income-analysis.json @@ -1,5 +1,5 @@ { - "sourceVersion": "2026-10-31-sales-models-1", + "sourceVersion": "2026-10-31-industry-1", "asOf": "2026-10-31", "metric": "platform-mrr-usd", "sampleUnit": "product-or-business",