diff --git a/apps/docs/scripts/auth-cli.ts b/apps/docs/scripts/auth-cli.ts index f576737..e17f21f 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, 2064); - assert.equal(research.observations.length, 276); + assert.equal(research.evidence.length, 2127); + assert.equal(research.observations.length, 293); 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 960913b..774737c 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, 2064); - assert.equal(initial.observations.length, 276); + assert.equal(initial.evidence.length, 2127); + assert.equal(initial.observations.length, 293); 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, 127); + assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 133); assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 12); assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 44); const review = snapshot.reviews.find((r) => r.id === "R4")!; diff --git a/content/research/ai-companies.seed.json b/content/research/ai-companies.seed.json index 08ccc01..c64ff56 100644 --- a/content/research/ai-companies.seed.json +++ b/content/research/ai-companies.seed.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-industry-6", + "version": "2026-10-31-industry-8", "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": [ @@ -23540,31 +23540,34 @@ "id": "YC32717", "name": "Neuron Industries", "url": "https://www.ycombinator.com/companies/neuron-industries", - "cat": "C07", + "cat": "C10", "year": 2026, "team": 2, "location": "Los Angeles, CA", - "business": "公司简介：Industrial Controllers built for 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": "提供集成AI编程、HMI及数据功能的工业控制器。", + "buyer": "设备制造商及工厂控制工程团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "移实体工业控制，非纯办公软件。旧发布硬件可试点与当前Q1 2027上市分期，50订金不等设备收入；现场案例、实时参数和安全认证未独立核，旧PLC5000价非自身收入。 原成立及团队快照保留；业务分类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": "官网预订原文$50订金，软硬件Q1 2027可用；软件/runtime许可标0。设备最终价、币种、交付和实收未知，不作MRR", "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-32717" + "YC-E-32717", + "INDUSTRY7-CAT-YC32717", + "INDUSTRY7-NEURON-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：提供集成AI编程、HMI及数据功能的工业控制器。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "Robotic Process Automation", "Manufacturing", "Automation", "Industrial" - ] + ], + "businessModel": "工业硬件与软件；设备、部署、试点及售后成本待拆" }, { "id": "YC32749", @@ -23637,25 +23640,27 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：AI native platform for real estate closings", - "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": "为产权服务机构处理房产交易文件、产权及交割流程。", + "buyer": "产权服务及房产交割团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "保留房产专业服务；每步需人批准，平行试用客户月度百万成交值不是Vestris收入。产权保险利润率背景不代表公司毛利，专业资格、收费和准确率未核。 原成立及团队快照保留；业务分类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-32751" + "YC-E-32751", + "INDUSTRY7-CAT-YC32751" ], "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：为产权服务机构处理房产交易文件、产权及交割流程。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "Workflow Automation", "Home Services" - ] + ], + "businessModel": "产权处理软件加服务；案件、实施及人审费用待拆" }, { "id": "YC32752", @@ -23725,27 +23730,29 @@ "year": 2025, "team": 1, "location": "San Francisco", - "business": "公司简介：Fortune 500 Dental Benefits", - "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": "为雇主组织自筹资金牙科福利并自动处理理赔。", + "buyer": "雇主福利及牙科参保群体", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "保留健康福利；自筹保险计划区别自营承保，秒付和25%便宜为主张。行业千亿保费及250亿管理费不当Denta收入，承保、托管、实际费率及牌照未核。 原成立及团队快照保留；业务分类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-32782" + "YC-E-32782", + "INDUSTRY7-CAT-YC32782" ], "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：为雇主组织自筹资金牙科福利并自动处理理赔。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "Fintech", "Healthcare", "Health Insurance", "AI" - ] + ], + "businessModel": "牙科福利管理；计划费、理赔转付及专业服务成本待拆" }, { "id": "YC32815", @@ -23800,27 +23807,30 @@ "year": 2025, "team": 5, "location": "San Francisco", - "business": "公司简介：API-first tax engine for CPA firms and developers", - "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": "为会计师事务所和开发者提供税务计算、资料流程及电子申报。", + "buyer": "CPA事务所及税务产品开发者", + "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、财务及能力待核。", + "notes": "保留税务应用，不因API入口归通用Agent设施。发布明确AI不做税务数学、确定性引擎计算，现官网每份申报由事务所审核且有CPA支持；IRS授权和100%正确未独立核，等待名单不当付费。 原成立及团队快照保留；业务分类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-32848" + "YC-E-32848", + "INDUSTRY7-CAT-YC32848", + "INDUSTRY7-LUCA-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为会计师事务所和开发者提供税务计算、资料流程及电子申报。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "B2B", "API", "Infrastructure", "AI" - ] + ], + "businessModel": "专业税务软件与API；申报、实施、支持及CPA人审费用待拆" }, { "id": "YC32914", @@ -23830,26 +23840,28 @@ "year": 2026, "team": 3, "location": "Helsinki, Finland", - "business": "公司简介：AI-native accounting 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": "以代理处理记账和报税，并由认证会计师审核。", + "buyer": "企业会计及税务客户", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "保留专业会计服务；Bear原名Last Accounting Company，认证会计师签字是交付组成，不作无人纯SaaS。准时、更快更便宜为主张，资格、合同及营收未核。 原成立及团队快照保留；业务分类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-32914" + "YC-E-32914", + "INDUSTRY7-CAT-YC32914" ], "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：以代理处理记账和报税，并由认证会计师审核。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "Fintech", "Finance", "AI" - ] + ], + "businessModel": "会计事务服务加AI；账簿、申报、专业工时及软件成本待拆" }, { "id": "YC32947", @@ -23888,26 +23900,28 @@ "year": 2026, "team": 3, "location": "Bengaluru, India", - "business": "公司简介：Agentic procurement & inventory for deep tech teams.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为硬件团队采购零件、处理付款物流通关并更新库存。", + "buyer": "硬件及深科技采购团队", + "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、财务及能力待核。", + "notes": "保留专业采购运营，发布明确agents与humans共同交付。商品价、物流及旧雇主跨境货值不作服务净收入，PCB等未来扩展另记，不推软件毛利。 原成立及团队快照保留；业务分类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-32948" + "YC-E-32948", + "INDUSTRY7-CAT-YC32948" ], "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：为硬件团队采购零件、处理付款物流通关并更新库存。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "Logistics", "Procurement", "AI" - ] + ], + "businessModel": "采购运营服务加AI；采购费、货款转付、运输与人工成本待拆" }, { "id": "YC32979", @@ -23917,26 +23931,28 @@ "year": 2026, "team": 5, "location": "San Francisco", - "business": "公司简介：Full Stack Pharmaceutical Company for Personalized Peptides and GLP-1s", - "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": "结合远程医疗及自述自营药品制造，为患者提供个性化处方和配送。", + "buyer": "患者、医生及个性化药物需求方", + "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、财务及能力待核。", + "notes": "保留医药专业交付并注明实物制造，不作纯软件。33州许可、50%周增长、疗效与安全未独立核；创始人此前1亿融资及5000万医疗制造业务规模不归当前收入，适应症和处方范围待核。 原成立及团队快照保留；业务分类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-32979" + "YC-E-32979", + "INDUSTRY7-CAT-YC32979" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：结合远程医疗及自述自营药品制造，为患者提供个性化处方和配送。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "Health Tech", "Telehealth", "Therapeutics" - ] + ], + "businessModel": "医药制造和医疗服务；药品、医生、药房、实验及配送成本待拆" }, { "id": "YC32981", @@ -24096,30 +24112,33 @@ "id": "YC33017", "name": "ProvenMetal", "url": "https://www.ycombinator.com/companies/provenmetal", - "cat": "C07", + "cat": "C10", "year": 2026, "team": 4, "location": "San Francisco", - "business": "公司简介：AI-native electronics manufacturing for the American industrial base", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "通过制造伙伴网络交付PCB制造、组装与零件采购。", + "buyer": "硬件团队及工业电子客户", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "移实体电路板交付，官网说明路由至合作工厂，不认定自有工厂。AI审核范围和传统规则引擎分开，特定受控设计不走AI审查为自述；速度、制造地点及合规资质未独立核。 原成立及团队快照保留；业务分类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-33017" + "YC-E-33017", + "INDUSTRY7-CAT-YC33017", + "INDUSTRY7-PROVEN-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：通过制造伙伴网络交付PCB制造、组装与零件采购。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "Hardware", "Manufacturing", "Electronics" - ] + ], + "businessModel": "电子制造网络；电路板交付、零件、合作工厂及协调成本待拆" }, { "id": "YC33020", @@ -24338,28 +24357,30 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：AI Brokers for Industrial Trade", - "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": "为硬件及商品企业梳理并执行采购、制造协调和分销物流。", + "buyer": "硬件、工业商品及食品供应链团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "保留专业供应链服务；已处理1500万货运的金额口径、主体和期间未给，不当ARR。旧雇主4.5亿船队及创始人此前六位数ARR不归Derya，risk-free进口主张未核。 原成立及团队快照保留；业务分类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-33050" + "YC-E-33050", + "INDUSTRY7-CAT-YC33050" ], "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：为硬件及商品企业梳理并执行采购、制造协调和分销物流。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "AIOps", "Logistics", "Supply Chain", "Procurement", "Automation" - ] + ], + "businessModel": "供应链运营服务；货运、采购转付、服务及人力成本待拆" }, { "id": "YC33051", @@ -24519,31 +24540,34 @@ "id": "YC33059", "name": "Palisade", "url": "https://www.ycombinator.com/companies/palisade-2", - "cat": "C07", + "cat": "C05", "year": 2026, "team": 1, "location": "San Francisco", - "business": "公司简介：AI that finds and fixes OS-level vulnerabilities across device fleets", - "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": "从内核事件发现并缓解企业终端机群的操作系统漏洞。", + "buyer": "企业安全与基础设施团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "移企业通用安全运营，不按行业分类或代码生成分类。内核规则缓解不等原始漏洞已修复，示例CVE、实时控制与分钟部署未运行核；官网不可读，未核生产可靠性或付费。 原成立及团队快照保留；业务分类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-33059" + "YC-E-33059", + "INDUSTRY7-CAT-YC33059", + "INDUSTRY7-PALISADE-ACCESS" ], "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：从内核事件发现并缓解企业终端机群的操作系统漏洞。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "SaaS", "B2B", "Cybersecurity", "AI" - ] + ], + "businessModel": "通用企业端点防护；终端、部署、响应及维护费待拆" }, { "id": "YC33062", @@ -24553,25 +24577,27 @@ "year": 2026, "team": 2, "location": "Seattle, WA", - "business": "公司简介：AI-native retrieval engine for medical records", - "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": "为获授权的医疗资料请求跨系统检索和汇集病历。", + "buyer": "医疗资料使用者及相关服务机构", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "保留医疗专业检索，不因API归通用基础设施。前Grow/One Medical数百万患者非当前Hubble采用，单授权完整病历为目标，授权权利、覆盖、准确及收费未核。 原成立及团队快照保留；业务分类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-33062" + "YC-E-33062", + "INDUSTRY7-CAT-YC33062" ], "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：为获授权的医疗资料请求跨系统检索和汇集病历。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "B2B", "Healthcare" - ] + ], + "businessModel": "医疗数据检索；授权、记录、连接及人审成本待拆" }, { "id": "YC33111", @@ -24643,27 +24669,29 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：AI agents for compliance at institutional trading 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": "为机构交易合规团队提供代理和金融系统连接。", + "buyer": "机构交易及券商合规团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "保留金融专业合规，六代理、30余连接和头部券商采用为自述，不等付费或监管认可。客户现场共建成本及模型判断由谁批准未核，不推自动化覆盖率。 原成立及团队快照保留；业务分类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-33178" + "YC-E-33178", + "INDUSTRY7-CAT-YC33178" ], "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：为机构交易合规团队提供代理和金融系统连接。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "Fintech", "Compliance", "Regtech", "AI" - ] + ], + "businessModel": "金融合规软件；流程、数据、连接及实施费用待拆" }, { "id": "YC33179", @@ -24673,26 +24701,28 @@ "year": 2026, "team": 4, "location": "Tel Aviv-Yafo, Israel", - "business": "公司简介：AI cybersecurity for financial institutions' digital assets", - "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": "盘点金融机构链上资产并在执行前评估交易风险与安全控制。", + "buyer": "金融机构、数字资产及支付风控团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "保留金融专业安全；PoC及大银行评估不当签约付费，客户每周数十亿交易非供应商收入。行业失窃和其他公司估值不归本公司，法律要求及防攻击效果未独立核。 原成立及团队快照保留；业务分类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-33179" + "YC-E-33179", + "INDUSTRY7-CAT-YC33179" ], "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：盘点金融机构链上资产并在执行前评估交易风险与安全控制。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "Crypto / Web3", "Security", "AI" - ] + ], + "businessModel": "金融链上安全软件；交易、钱包、数据及专业评估费待拆" }, { "id": "YC33248", @@ -24823,26 +24853,28 @@ "year": 2026, "team": 3, "location": "San Francisco", - "business": "公司简介：Florin is an AI-native insurance company that runs autonomously", - "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": "以公开资料和模拟为商业保险风险定价并提供可绑定报价。", + "buyer": "商业风险投保企业及保险合作方", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "保留保险专业服务；零核保员和秒级报价为主张，尚未核承保主体、资本、牌照及真实保单，不能仅靠carrier措辞认定合法承保。前Terrafirma融资不归Florin，保费不等SaaS ARR。 原成立及团队快照保留；业务分类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-33282" + "YC-E-33282", + "INDUSTRY7-CAT-YC33282" ], "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：以公开资料和模拟为商业保险风险定价并提供可绑定报价。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "Fintech", "Insurance", "AI" - ] + ], + "businessModel": "自述全栈承保服务；保费、再保险、资本、理赔与系统成本待拆" }, { "id": "YC33283", @@ -24911,27 +24943,31 @@ "year": 2025, "team": 4, "location": "San Francisco", - "business": "公司简介：AI-native procurement services for the physical economy", - "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": "承接实体商品企业从需求计划、采购签约到异常和对账的运营。", + "buyer": "制造、分销及其他实体商品采购团队", + "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、财务及能力待核。", + "notes": "保留采购服务，平台主要供内部执行。4亿年度采购管理额、多个六位数合同、12万客户年节省及10亿未来目标分开；合同期间/币种/收入确认未核，不把合同、支出或目标作当前ARR。 原成立及团队快照保留；业务分类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-33311" + "YC-E-33311", + "INDUSTRY7-CAT-YC33311", + "INDUSTRY7-SPACEFLOW-LAUNCH", + "INDUSTRY7-SPACEFLOW-ACCESS" ], "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：承接实体商品企业从需求计划、采购签约到异常和对账的运营。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "Fintech", "Logistics", "Manufacturing", "Supply Chain" - ] + ], + "businessModel": "采购运营服务；服务合同、采购转付、实施及专业人力成本待拆" }, { "id": "YC33314", @@ -24941,26 +24977,28 @@ "year": 2026, "team": 6, "location": "San Francisco", - "business": "公司简介：The AI operating system for radiology networks", - "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": "结合临床与设备约束为放射检查网络处理转诊、预约及患者沟通。", + "buyer": "放射检查诊所及网络运营团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "保留医疗专业预约，扫描设备和临床流程约束区别通用获客。未接电话比例及填满产能是背景和主张，诊疗收费与平台收入分开，集成效果和合同待核。 原成立及团队快照保留；业务分类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-33314" + "YC-E-33314", + "INDUSTRY7-CAT-YC33314" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：结合临床与设备约束为放射检查网络处理转诊、预约及患者沟通。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "Healthcare", "Enterprise Software", "Healthcare IT" - ] + ], + "businessModel": "医疗预约专业软件；地点、交互、系统接入及人审成本待拆" }, { "id": "YC33316", @@ -25030,26 +25068,29 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：Agents to help utilities make better buying decisions.", - "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": "提供辅助公用事业采购决策的AI代理。", + "buyer": "公用事业采购及运营团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "短简介暂留行业，未取得官网正文。尚缺代理实际任务、系统、付费、技术作用及合同，不能从标题推已自主采购或具体节省。 原成立及团队快照保留；业务分类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-33318" + "YC-E-33318", + "INDUSTRY7-CAT-YC33318", + "INDUSTRY7-HILLSTAR-ACCESS" ], "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：提供辅助公用事业采购决策的AI代理。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "GovTech", "Big Data", "AI" - ] + ], + "businessModel": "公用事业采购软件或服务；交付、部署及收费待核" }, { "id": "YC33342", @@ -25086,28 +25127,31 @@ "id": "YC33344", "name": "Dawn Industries", "url": "https://www.ycombinator.com/companies/dawn-industries", - "cat": "C07", + "cat": "C10", "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：Automatic Diagnosis & Fix for Industrial Automation Cells", - "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": "连接工业控制器、机器人和CNC，诊断故障并准备经批准的恢复动作。", + "buyer": "工厂控制、制造及质量工程团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "移实体工业闭环；发布从只读到一键批准再到特定无人恢复分阶段，安全联锁能力未独立核。单故障节省1.5万为客户成本自述，非收入；发布四人和目录两人为异时点团队口径，保留原快照。 原成立及团队快照保留；业务分类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-33344" + "YC-E-33344", + "INDUSTRY7-CAT-YC33344", + "INDUSTRY7-DAWN-ACCESS" ], "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：连接工业控制器、机器人和CNC，诊断故障并准备经批准的恢复动作。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "AI" - ] + ], + "businessModel": "实体设备控制软件；连接、部署、传感、审批及维护成本待拆" }, { "id": "YC33345", @@ -25210,57 +25254,66 @@ "year": 2025, "team": 3, "location": "San Francisco", - "business": "公司简介：AI-Native Medical Group for Mental Health", - "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": "提供精神健康EHR及独立诊所共享临床和支付方合同的网络。", + "buyer": "精神健康诊所、临床人员及健康计划", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际合同、财务及能力待核。", + "notes": "保留精神健康行业；官网EHR开放免费，网络成员保持独立所有权，不能把8000临床人员都算员工或付费席位。5000万以上为签约年化护理产能、非已核ARR；成员医疗收入与平台收费及主体并表分开，创始人ARC分数不作本公司独立能力验证。 原成立及团队快照保留；业务分类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", + "price": "官网称EHR开放免费；网络经济条款需另行协议，具体网络费、RCM及诊疗收入归属未知，不等公司零收入", "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-33441" + "YC-E-33441", + "INDUSTRY7-CAT-YC33441", + "INDUSTRY7-ALLIA-HOME", + "INDUSTRY7-ALLIA-PAYERS", + "INDUSTRY7-ALLIA-NETWORK", + "INDUSTRY7-ALLIA-LAUNCH" ], "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：提供精神健康EHR及独立诊所共享临床和支付方合同的网络。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "Healthcare", "Mental Health", "AI" - ] + ], + "businessModel": "医疗网络加软件；诊疗款、网络费、RCM、专业人员及软件成本待拆" }, { "id": "YC33540", "name": "Osseus", "url": "https://www.ycombinator.com/companies/osseus", - "cat": "C07", + "cat": "C02", "year": 2026, "team": 2, "location": "London, United Kingdom", - "business": "公司简介：The frontier data platform for aligned health and biological 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": "提供生物医疗数据、评估及强化学习环境供实验室训练模型。", + "buyer": "前沿AI实验室及生物医疗模型团队", + "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、财务及能力待核。", + "notes": "按当前训练交付移模型基础设施，superintelligence是愿景而非已证明通用模型。患者和生物数据许可、隐私、实际效果及收入未核，官网背景论文不直接证明当前产品效果。 原成立及团队快照保留；业务分类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-33540" + "YC-E-33540", + "INDUSTRY7-CAT-YC33540", + "INDUSTRY7-OSSEUS-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：提供生物医疗数据、评估及强化学习环境供实验室训练模型。 按当前买家和交付分类，实物控制、专业服务、企业防护及模型数据分开。", "directoryTags": [ "B2B", "Biotech", "Healthcare", "Data Engineering", "AI" - ] + ], + "businessModel": "模型数据与环境供给；数据许可、定制任务及专业审核费待拆" }, { "id": "YC33573", @@ -25436,26 +25489,28 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：AI that works for in-house legal teams", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "在企业邮件及业务系统中整理法务请求，形成供律师批准的结果。", + "buyer": "企业内部法务团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "保留法律专业工作；律师仍审阅批准，不将HR/销售入口误作通用文档工具。政策和先例应用、完整正确及收入未独立核。 原成立及团队快照保留；主营分类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-33804" + "YC-E-33804", + "INDUSTRY8-CAT-YC33804" ], "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：在企业邮件及业务系统中整理法务请求，形成供律师批准的结果。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "SaaS", "B2B", "Legal" - ] + ], + "businessModel": "法律工作流软件；连接、案件、部署及律师审核费待拆" }, { "id": "YC33805", @@ -25465,26 +25520,29 @@ "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：AI That Operates Energy 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": "结合建筑能耗及设备资料诊断问题、模拟干预并协调维修和效果核验。", + "buyer": "设施、能源及建筑运营团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "保留设施运营应用；关键动作先经人员批准，数据中心合作仍初期，不把world model宣传当基础模型销售。旧40万可避免成本与官网40万verified savings分开且不相加，未独立核实际实现和平台收费。 原成立及团队快照保留；主营分类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-33805" + "YC-E-33805", + "INDUSTRY8-CAT-YC33805", + "INDUSTRY8-EDVIRO-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：结合建筑能耗及设备资料诊断问题、模拟干预并协调维修和效果核验。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Deep Learning", "B2B", "Energy" - ] + ], + "businessModel": "设施运营专业软件；连接、模型、工单、现场技术员及服务费待拆" }, { "id": "YC33806", @@ -26060,26 +26118,29 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：AI-native schools", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "以AI配合教师提供课后写作教学，计划扩展完整学校。", + "buyer": "学生家庭及学校教育需求方", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "保留教育专业服务，当前说明从未认证课后班起步，完整认证学校是计划。官网无法读取，不把规划当已获办学认证、学生采用或课程收入。 原成立及团队快照保留；主营分类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-35092" + "YC-E-35092", + "INDUSTRY8-CAT-YC35092", + "INDUSTRY8-CARDINAL-ACCESS" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：以AI配合教师提供课后写作教学，计划扩展完整学校。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Education", "Consumer", "AI" - ] + ], + "businessModel": "教育服务；课程、教师、场地及系统成本待拆" }, { "id": "YC35094", @@ -26148,26 +26209,28 @@ "year": 2025, "team": 4, "location": "Austin, TX", - "business": "公司简介：Stripe for 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": "为独立医疗机构承接保险账单流程，以账单员处理代理例外。", + "buyer": "医疗诊所及收入运营团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "保留专业账单服务；定理证明器对照保险规则为主张，不证明所有规则和输入正确。账单员处理失败是交付组成，医生收款不是Altair收入，Stripe类比不当支付许可。 原成立及团队快照保留；主营分类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-35125" + "YC-E-35125", + "INDUSTRY8-CAT-YC35125" ], "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：为独立医疗机构承接保险账单流程，以账单员处理代理例外。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Health Tech", "Healthcare", "AI" - ] + ], + "businessModel": "医疗账单服务加AI；索赔、实施、专家例外及系统费用待拆" }, { "id": "YC35126", @@ -26778,26 +26841,28 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：AI agents that run law firm 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": "为律所处理收案、客户资料、文档追踪、账单和催款后台。", + "buyer": "中小律师事务所", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "保留律所全流程，律师监督批准每步，不能按前雇主付费客户数估本公司客户。客户损失35万每年和每案1万非Praxis收入，完整效率和合同待核。 原成立及团队快照保留；主营分类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-35422" + "YC-E-35422", + "INDUSTRY8-CAT-YC35422" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为律所处理收案、客户资料、文档追踪、账单和催款后台。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Legal", "LegalTech", "AI" - ] + ], + "businessModel": "律所运营软件；工作流、部署及律师审批成本待拆" }, { "id": "YC35454", @@ -27021,26 +27086,28 @@ "year": 2026, "team": 4, "location": "San Francisco", - "business": "公司简介：AI-native commercial real estate brokerage", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为企业寻找工业和办公空间并协助谈判及交付。", + "buyer": "商业地产租户及企业选址团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "保留商业经纪服务，初始California工业/办公与全国愿景分开。两周交钥匙是主张，房产价值和租金不是全部经纪收入，AI作用、执照及具体收费待核。 原成立及团队快照保留；主营分类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-35685" + "YC-E-35685", + "INDUSTRY8-CAT-YC35685" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为企业寻找工业和办公空间并协助谈判及交付。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Real Estate", "B2B", "Proptech" - ] + ], + "businessModel": "商业房产经纪；佣金、研究、人力及服务费用待核" }, { "id": "YC35751", @@ -27199,27 +27266,29 @@ "year": 2026, "team": 6, "location": "San Francisco", - "business": "公司简介：Sentry for errors in construction documents", - "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": "交叉核对建筑文档版本并追踪合同、技术及规范风险。", + "buyer": "建筑项目及风险管理团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "保留建筑专业文档，未涉及实际承包施工。七位数潜在争议是客户风险背景，非软件收入或实际追回金额，规范解释及技术准确率待核。 原成立及团队快照保留；主营分类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-35983" + "YC-E-35983", + "INDUSTRY8-CAT-YC35983" ], "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：交叉核对建筑文档版本并追踪合同、技术及规范风险。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Documents", "Real Estate", "Construction", "AI" - ] + ], + "businessModel": "建筑文档软件；项目、文件、集成及专业审阅费待拆" }, { "id": "YC36015", @@ -27350,28 +27419,30 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：AI-native OS for insurance brokers", - "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": "在保险代理AMS及邮箱中整理投保、报价、客户服务和续期。", + "buyer": "独立财产意外保险代理机构", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "保留保险专业软件，团队审阅每项动作且记录责任险轨迹。五分钟报价、每周十小时和20%增单为自述，未核分母或独立效果；前Simio收购不归Covera收入。 原成立及团队快照保留；主营分类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-36084" + "YC-E-36084", + "INDUSTRY8-CAT-YC36084" ], "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：在保险代理AMS及邮箱中整理投保、报价、客户服务和续期。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "AIOps", "SaaS", "B2B", "Insurance", "AI Assistant" - ] + ], + "businessModel": "保险代理运营软件；账户、工作流、系统和人工审核成本待拆" }, { "id": "YC36086", @@ -27381,26 +27452,28 @@ "year": 2026, "team": 2, "location": "New York City, NY", - "business": "公司简介：AI Claims Investigator for 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": "读取保险索赔资料、检查篡改和事实并整理调查案卷。", + "buyer": "保险公司、MGA、TPA理赔及SIU团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "保留保险专业调查；audit-ready不等已审计，不据异常标记判定客户欺诈。准确率、误报、覆盖、人工责任及收费未知。 原成立及团队快照保留；主营分类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-36086" + "YC-E-36086", + "INDUSTRY8-CAT-YC36086" ], "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：读取保险索赔资料、检查篡改和事实并整理调查案卷。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Insurance", "Fraud Detection", "AI" - ] + ], + "businessModel": "保险调查软件；案件、数据核验及专业审核费待拆" }, { "id": "YC36147", @@ -27776,28 +27849,30 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：The AI decision engine for factories, warehouses and fleets", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为工厂、仓库和车队定制规划、排班、库存及路径优化模型。", + "buyer": "供应链及实体运营规划团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "保留供应链规划，输出计划而非交付自有机器人或通用基础模型。38%运费下降及其他客户效果未独立核，研究数据结果与上线回款分开，不作自身营收。 原成立及团队快照保留；主营分类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-36577" + "YC-E-36577", + "INDUSTRY8-CAT-YC36577" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为工厂、仓库和车队定制规划、排班、库存及路径优化模型。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Logistics", "Manufacturing", "Supply Chain", "Operations", "AI" - ] + ], + "businessModel": "行业决策软件；优化模型、系统接入、实施和支持费用待拆" }, { "id": "YC36643", @@ -27834,30 +27909,33 @@ "id": "YC36644", "name": "Vouch", "url": "https://www.ycombinator.com/companies/vouchwealth", - "cat": "C07", + "cat": "C09", "year": 2026, "team": null, "location": null, - "business": "公司简介：The AI wealth manager for every Indian", - "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": "为印度个人用户整合资产、投资选择及税务规划。", + "buyer": "印度中产个人财富管理用户", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "移个人应用；行业财富增长不等Vouch资产或收入，官网无法读取。实际投资顾问/交易角色、托管、许可和税务效果待核，不据愿景认定自动资产管理已实现。 原成立及团队快照保留；主营分类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-36644" + "YC-E-36644", + "INDUSTRY8-CAT-YC36644", + "INDUSTRY8-VOUCH-ACCESS" ], "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：为印度个人用户整合资产、投资选择及税务规划。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Fintech", "Consumer", "Consumer Finance" - ] + ], + "businessModel": "个人财富应用；订阅、顾问、分销或交易收费待核" }, { "id": "YC36741", @@ -28197,31 +28275,34 @@ "id": "YC37203", "name": "Volaren Inc.", "url": "https://www.ycombinator.com/companies/volaren-inc", - "cat": "C07", + "cat": "C09", "year": 2026, "team": 4, "location": "San Francisco", - "business": "公司简介：The investing agent that comes to 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": "为个人整合账户、解释组合变化并在所设限制内辅助投资行动。", + "buyer": "个人投资者及部分基金用户", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "移个人应用；官网明确账户、余额和订单为示例，回测不等实盘回报，900用户/基金混合采用不作付费客户。交易与连接能力未运行核，许可、资金保管及收费待核。 原成立及团队快照保留；主营分类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": "官网免费层无需卡；收费层、实际付费、交易及数据费用未知，演示交易预算不是套餐价格", "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-37203" + "YC-E-37203", + "INDUSTRY8-CAT-YC37203", + "INDUSTRY8-VOLAREN-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为个人整合账户、解释组合变化并在所设限制内辅助投资行动。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Fintech", "Finance", "Trading", "AI" - ] + ], + "businessModel": "个人投资软件；免费层、订阅、数据或交易费用待核" }, { "id": "YC37238", @@ -28291,57 +28372,66 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：Your health plan should get better year-round. Not just once a year.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为小企业比较医疗保险方案并持续协调健康计划。", + "buyer": "小企业雇主及福利团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "保留专业经纪，现运营者Decent Labs Inc.；官网明确创始人第二家同名公司，2026公告称新主体/团队，不仅凭旧品牌历史改年。旧4200万融资及客户节省不归现收入，客户免费不等无佣金。 原成立及团队快照保留；主营分类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": "保险方、PEO或计划管理方支付佣金，部分可能含奖金；随公司/方案变化，无实际结算或统一费率，不因客户免费填零收入", "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-37274" + "YC-E-37274", + "INDUSTRY8-CAT-YC37274", + "INDUSTRY8-DECENT-HOME", + "INDUSTRY8-DECENT-ABOUT", + "INDUSTRY8-DECENT-TERMS", + "INDUSTRY8-DECENT-NEW" ], "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：为小企业比较医疗保险方案并持续协调健康计划。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Fintech", "Health Tech", "B2B", "Health Insurance", "AI" - ] + ], + "businessModel": "保险经纪；保险公司、PEO或计划方支付佣金及可能奖金，费率待核" }, { "id": "YC37401", "name": "Theseus Robotics", "url": "https://www.ycombinator.com/companies/theseus-robotics", - "cat": "C07", + "cat": "C10", "year": 2026, "team": 7, "location": "Switzerland", - "business": "公司简介：Humanoids to restock retail shelves & pick orders", - "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": "开发用于零售补货、库存轮换及订单拣选的人形机器人系统。", + "buyer": "超市及零售履约团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "移实体机器人，官网当前提供私下预览。预览入口不等大规模生产部署；昼夜作业、可靠性、安全、硬件所有权及实收待核。 原成立及团队快照保留；主营分类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-37401" + "YC-E-37401", + "INDUSTRY8-CAT-YC37401", + "INDUSTRY8-THESEUS-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：开发用于零售补货、库存轮换及订单拣选的人形机器人系统。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Hard Tech", "Robotics", "Retail Tech" - ] + ], + "businessModel": "机器人系统；设备、部署、运维及按工作收费待拆" }, { "id": "YC37435", @@ -28407,30 +28497,33 @@ "id": "YC37533", "name": "HABU", "url": "https://www.ycombinator.com/companies/habu", - "cat": "C07", + "cat": "C10", "year": 2026, "team": 2, "location": "Phoenix, AZ", - "business": "公司简介：Like Crosby, but for real estate 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": "作为开发服务商为投资者选地、组织设计建造并交付出售住宅。", + "buyer": "机构投资者及住宅开发资金方", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "移实体资产建设服务，内部OS非外售SaaS；自述不是长期房产持有者也不证明零资本或无担保。前3.1亿项目与行业1600亿投资排除现营收，速度、成本及风险改善未独立核。 原成立及团队快照保留；主营分类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-37533" + "YC-E-37533", + "INDUSTRY8-CAT-YC37533", + "INDUSTRY8-HABU-ACCESS" ], "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：作为开发服务商为投资者选地、组织设计建造并交付出售住宅。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Hard Tech", "Real Estate", "Housing" - ] + ], + "businessModel": "实体地产开发服务；开发费、项目款、承包和专业成本待拆" }, { "id": "YC37566", @@ -28471,25 +28564,27 @@ "year": 2026, "team": null, "location": "Salt Lake City, UT", - "business": "公司简介：Commercial insurance for small businesses", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为小企业提供商业保险代理服务。", + "buyer": "小企业及商业投保需求方", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "短简介暂留保险代理，未明确自营承保。机器处理与经验学习为AI线索，实际授权、费率、AI任务及收入缺项保留；目录0人不当真的无人经营。 原成立及团队快照保留；主营分类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-37600" + "YC-E-37600", + "INDUSTRY8-CAT-YC37600" ], "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：为小企业提供商业保险代理服务。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Insurance", "AI" - ] + ], + "businessModel": "保险代理服务；佣金、承保转付及人工服务费待核" }, { "id": "YC37601", @@ -28499,26 +28594,28 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：AI agents that automate workflows for 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": "为分销企业定制采购、预测、库存、销售及数据代理。", + "buyer": "分销商及运营团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "保留分销全运营，销售只是模块，企业保留审批界限。首客户每周50小时节省为自述，未核实际工时、质量或收入，整运营代理目标不当全自动已实现。 原成立及团队快照保留；主营分类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-37601" + "YC-E-37601", + "INDUSTRY8-CAT-YC37601" ], "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：为分销企业定制采购、预测、库存、销售及数据代理。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "B2B", "Supply Chain", "AI" - ] + ], + "businessModel": "分销运营软件加部署；连接、定制、权限和维护成本待拆" }, { "id": "YC37602", @@ -28647,26 +28744,28 @@ "year": 2026, "team": 4, "location": "San Francisco", - "business": "公司简介：AI front desk that fills every chair 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": "在牙科诊所系统中处理患者召回预约、来电及保险核验。", + "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，收入、实际合同及能力待核。", + "notes": "保留医疗患者运营，16地点不等付费客户；客户月产出增加20000未给币种，不当Kairos收入。179来电、46预约及终身折扣是历史发布自述，实际结果、价格与保险准确性待核。 原成立及团队快照保留；主营分类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-37831" + "YC-E-37831", + "INDUSTRY8-CAT-YC37831" ], "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：在牙科诊所系统中处理患者召回预约、来电及保险核验。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "SaaS", "Health Tech", "Conversational AI" - ] + ], + "businessModel": "医疗前台专业软件；地点、交互、系统接入及人工升级费待拆" }, { "id": "YC37863", @@ -28731,30 +28830,33 @@ "id": "YC37995", "name": "Sintropix", "url": "https://www.ycombinator.com/companies/sintropix", - "cat": "C07", + "cat": "C05", "year": 2026, "team": 2, "location": "Santiago, Chile", - "business": "公司简介：Autonomous accounting platform for global 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": "为多国LATAM企业提供财务ERP、对账、会计合并和AI问答。", + "buyer": "跨国企业内部财务团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，收入、实际合同及能力待核。", + "notes": "按现官网移企业通用工作，非会计事务所执业的充分证明。首页420万ARR、现金、合同及Acme账目为产品界面示例，不作Sintropix收入；AI问答与会计判断、人审及实际合同待核。 原成立及团队快照保留；主营分类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-37995" + "YC-E-37995", + "INDUSTRY8-CAT-YC37995", + "INDUSTRY8-SINTROPIX-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-31人工复核YC当前主营及相关发布节选：为多国LATAM企业提供财务ERP、对账、会计合并和AI问答。 按当前买家及交付分类，个人应用、实体建设、通用财务和专业服务分开。", "directoryTags": [ "Fintech", "B2B", "AI" - ] + ], + "businessModel": "通用企业财务软件及服务；多主体、连接、实施和会计支持成本待拆" }, { "id": "YC37997", @@ -35497,6 +35599,261 @@ "evidence": "INDUSTRY6-PRODIGY-HOME", "selection": "excluded", "comparisonGroup": null + }, + { + "id": "INDUSTRY7-O-SPACEFLOW-CONTRACT", + "company": "YC33311", + "name": "SpaceFlow Technologies, Inc.", + "kind": "六位数合同单份量级下限", + "value": 100000, + "bound": ">=", + "unit": "币种未注明", + "timing": "2026-08-06发布称多个已签合同，覆盖期未给", + "scope": "SpaceFlow服务合同，非确认收入", + "selection": "crosscheck", + "reason": "未给合同数量或总值，不将下限当精确收入；未核币种、经常性和履约", + "evidence": "INDUSTRY7-SPACEFLOW-LAUNCH", + "comparisonGroup": null + }, + { + "id": "INDUSTRY7-O-SPACEFLOW-SPEND", + "company": "YC33311", + "name": "SpaceFlow Technologies, Inc.", + "kind": "年度供应商支出管理额", + "value": 400000000, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "2026-08-06发布，精确经营截至日未给", + "scope": "客户年度采购支出，非SpaceFlow收入", + "selection": "excluded", + "reason": "管理支出不是采购服务费或ARR，不按假设费率估收入", + "evidence": "INDUSTRY7-SPACEFLOW-LAUNCH", + "comparisonGroup": null + }, + { + "id": "INDUSTRY7-O-SPACEFLOW-TARGET", + "company": "YC33311", + "name": "SpaceFlow Technologies, Inc.", + "kind": "未来收入目标", + "value": 1000000000, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "2026-08-06发布愿景，目标日期未给", + "scope": "未来目标，非已实现收入", + "selection": "excluded", + "reason": "目标并非收入披露，100人上限及Rule-of-60不是已核单位经济", + "evidence": "INDUSTRY7-SPACEFLOW-LAUNCH", + "comparisonGroup": null + }, + { + "id": "INDUSTRY7-O-SPACEFLOW-SAVING", + "company": "YC33311", + "name": "SpaceFlow Technologies, Inc.", + "kind": "客户年度节省", + "value": 120000, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "2026-08-06发布单客户案例，业务年度未给", + "scope": "客户采购成本节省", + "selection": "excluded", + "reason": "客户节省与服务收入分开，未核实际采购量和净节省", + "evidence": "INDUSTRY7-SPACEFLOW-LAUNCH", + "comparisonGroup": null + }, + { + "id": "INDUSTRY7-O-SPACEFLOW-OLD-REV", + "company": "YC33311", + "name": "SpaceFlow Technologies, Inc.", + "kind": "创始人此前广告服务收入", + "value": 40000, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "2026-08-06发布追述16岁时经历，财务期未给", + "scope": "创始人此前Reddit广告自动化服务，非SpaceFlow", + "selection": "excluded", + "reason": "旧业务收入不继承为当前采购服务收入", + "evidence": "INDUSTRY7-SPACEFLOW-LAUNCH", + "comparisonGroup": null + }, + { + "id": "INDUSTRY7-O-ALLIA-CAPACITY", + "company": "YC33441", + "name": "Allia Health", + "kind": "签约保险合同下年化护理产能", + "value": 50000000, + "bound": ">", + "unit": "原文$，币种待核", + "timing": "2026-08-20发布，当时计划2026-09开始交付", + "scope": "Allia网络的合同护理产能，非已核确认营收", + "selection": "excluded", + "reason": "产能、保费和已交付服务费不同；缺履约、实际护理量、净收款及并表边界，不标ARR", + "evidence": "INDUSTRY7-ALLIA-LAUNCH", + "comparisonGroup": null + }, + { + "id": "INDUSTRY7-O-DERYA-FREIGHT", + "company": "YC33050", + "name": "Derya", + "kind": "此前处理的货运金额", + "value": 15000000, + "bound": ">", + "unit": "原文$，币种待核", + "timing": "2026-08-10发布称拓展全供应链前，精确期间未给", + "scope": "此前货运处理规模，主体及货值/运费口径未清", + "selection": "excluded", + "reason": "货运规模不当净收入，未核是否同主体；不按假设抽成估ARR", + "evidence": "INDUSTRY7-CAT-YC33050", + "comparisonGroup": null + }, + { + "id": "INDUSTRY7-O-RONAN-OLD-BUSINESS", + "company": "YC32979", + "name": "RonanRx Inc.", + "kind": "创始人此前制造业务规模", + "value": 50000000, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "2026-07-24发布追述此前经历，金额指标及期间未给", + "scope": "此前医疗制造业务，非RonanRx", + "selection": "excluded", + "reason": "原文仅称5000万业务，不能补成收入、估值或ARR，也不转给当前药物业务", + "evidence": "INDUSTRY7-CAT-YC32979", + "comparisonGroup": null + }, + { + "id": "INDUSTRY7-O-DAWN-SAVING", + "company": "YC33344", + "name": "Dawn Industries", + "kind": "单故障避免成本自述", + "value": 15000, + "bound": ">", + "unit": "原文$，币种待核", + "timing": "当前简介，案例及实际业务时点未给", + "scope": "大型工厂客户每故障节省，非Dawn收入", + "selection": "excluded", + "reason": "成本节省不等供应商收费或累计已实现收益，效率与安全未独立核", + "evidence": "INDUSTRY7-CAT-YC33344", + "comparisonGroup": null + }, + { + "id": "INDUSTRY8-O-EDVIRO-IDENTIFIED", + "company": "YC33805", + "name": "Edviro", + "kind": "已识别可避免能源成本", + "value": 400000, + "bound": ">", + "unit": "原文$，币种待核", + "timing": "2026-08-26发布称34设施，累计期间未给", + "scope": "客户可避免成本，非Edviro收入", + "reason": "未必全部实现节省；不与官网相同量级verified表述相加", + "evidence": "INDUSTRY8-CAT-YC33805", + "selection": "excluded", + "comparisonGroup": null + }, + { + "id": "INDUSTRY8-O-EDVIRO-VERIFIED", + "company": "YC33805", + "name": "Edviro", + "kind": "官网称已核节省", + "value": 400000, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "当前官网34站点快照，节省期间未给", + "scope": "客户节省自述，非独立验证或公司营收", + "reason": "未见仪表账单和基线，identified与verified可能重叠，不重复算成果", + "evidence": "INDUSTRY8-EDVIRO-HOME", + "selection": "excluded", + "comparisonGroup": null + }, + { + "id": "INDUSTRY8-O-EDVIRO-OVERBILLING", + "company": "YC33805", + "name": "Edviro", + "kind": "创始人早期识别天然气多收费", + "value": 360000, + "bound": "≈", + "unit": "原文$，币种待核", + "timing": "2026-08-26追述17岁时分析一年账单，具体年份未给", + "scope": "学区多收费发现，非供应商服务收入", + "reason": "发现多收费不等已追回或公司营收，也可能与后续可避免成本重叠", + "evidence": "INDUSTRY8-CAT-YC33805", + "selection": "excluded", + "comparisonGroup": null + }, + { + "id": "INDUSTRY8-O-EDVIRO-OLD-AGENCY", + "company": "YC33805", + "name": "Edviro", + "kind": "创始人此前代理业务收入", + "value": 20000, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "2026-07-07发布中的此前经历，财务期未给", + "scope": "此前数字代理业务，非Edviro", + "reason": "前公司收入不归设施软件或年化为ARR", + "evidence": "INDUSTRY8-CAT-YC33805", + "selection": "excluded", + "comparisonGroup": null + }, + { + "id": "INDUSTRY8-O-PRAXIS-CLIENT-LOSS", + "company": "YC35422", + "name": "Praxis", + "kind": "客户称每年流失的法律业务", + "value": 350000, + "bound": ">=", + "unit": "原文$，币种待核", + "timing": "2026-10-15发布引述单家律所，实际年度未给", + "scope": "客户可能流失的案件收入", + "reason": "客户损失非Praxis收入，不从每案金额和客户数估平台收费", + "evidence": "INDUSTRY8-CAT-YC35422", + "selection": "excluded", + "comparisonGroup": null + }, + { + "id": "INDUSTRY8-O-HABU-OLD-PROJECTS", + "company": "YC37533", + "name": "HABU", + "kind": "创始人此前经手项目价值", + "value": 310000000, + "bound": ">", + "unit": "原文$，币种待核", + "timing": "2026-09-29发布中的此前经历，项目期间未给", + "scope": "此前工业、土地及住宅项目，非HABU收入", + "reason": "经手开发项目值不等服务费或当前公司收入，旧雇主融资亦排除", + "evidence": "INDUSTRY8-CAT-YC37533", + "selection": "excluded", + "comparisonGroup": null + }, + { + "id": "INDUSTRY8-O-KAIROS-CLIENT-PRODUCTION", + "company": "YC37831", + "name": "Kairos Health", + "kind": "每地点月均诊疗产出增加自述", + "value": 20000, + "bound": "=", + "unit": "币种未注明", + "timing": "2026-10-19发布，观察月份及样本分母未详", + "scope": "牙科客户产出，非Kairos收入", + "reason": "原文未给币种，产出不等实际收款；16地点和预约数不能反推平台MRR", + "evidence": "INDUSTRY8-CAT-YC37831", + "selection": "excluded", + "comparisonGroup": null + }, + { + "id": "INDUSTRY8-O-SINTROPIX-DEMO-ARR", + "company": "YC37995", + "name": "Sintropix", + "kind": "官网示例界面ARR", + "value": 4200000, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "产品看板显示2026-06-20，非公司财务截至日", + "scope": "产品演示示例，非Sintropix收入", + "reason": "Acme、多国账户和合同是产品界面内容，无公司财务归属证明，不标本公司ARR", + "evidence": "INDUSTRY8-SINTROPIX-HOME", + "selection": "excluded", + "comparisonGroup": null } ], "evidence": [ @@ -58203,6 +58560,699 @@ "kind": "公司公开资料复核", "summary": "发布说明团队飞赴客户现场、逐一培训并持续支持，工程交付由工程师审核批准后才改变。", "limitation": "部署及培训不是零成本软件；75%提速未独立核，工程责任与软件/服务合同分配未知。" + }, + { + "id": "INDUSTRY7-CAT-YC32717", + "companyId": "YC32717", + "title": "Neuron Industries主营及收入范围", + "url": "https://www.ycombinator.com/companies/neuron-industries", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "提供集成AI编程、HMI及数据功能的工业控制器。 移实体工业控制，非纯办公软件。旧发布硬件可试点与当前Q1 2027上市分期，50订金不等设备收入；现场案例、实时参数和安全认证未独立核，旧PLC5000价非自身收入。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC32751", + "companyId": "YC32751", + "title": "Vestris主营及收入范围", + "url": "https://www.ycombinator.com/companies/vestris", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为产权服务机构处理房产交易文件、产权及交割流程。 保留房产专业服务；每步需人批准，平行试用客户月度百万成交值不是Vestris收入。产权保险利润率背景不代表公司毛利，专业资格、收费和准确率未核。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC32782", + "companyId": "YC32782", + "title": "Denta主营及收入范围", + "url": "https://www.ycombinator.com/companies/denta", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为雇主组织自筹资金牙科福利并自动处理理赔。 保留健康福利；自筹保险计划区别自营承保，秒付和25%便宜为主张。行业千亿保费及250亿管理费不当Denta收入，承保、托管、实际费率及牌照未核。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC32848", + "companyId": "YC32848", + "title": "Luca IQ主营及收入范围", + "url": "https://www.ycombinator.com/companies/luca-iq", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为会计师事务所和开发者提供税务计算、资料流程及电子申报。 保留税务应用，不因API入口归通用Agent设施。发布明确AI不做税务数学、确定性引擎计算，现官网每份申报由事务所审核且有CPA支持；IRS授权和100%正确未独立核，等待名单不当付费。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC32914", + "companyId": "YC32914", + "title": "Bear主营及收入范围", + "url": "https://www.ycombinator.com/companies/bear-inc", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "以代理处理记账和报税，并由认证会计师审核。 保留专业会计服务；Bear原名Last Accounting Company，认证会计师签字是交付组成，不作无人纯SaaS。准时、更快更便宜为主张，资格、合同及营收未核。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC32948", + "companyId": "YC32948", + "title": "Waybill主营及收入范围", + "url": "https://www.ycombinator.com/companies/waybill", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为硬件团队采购零件、处理付款物流通关并更新库存。 保留专业采购运营，发布明确agents与humans共同交付。商品价、物流及旧雇主跨境货值不作服务净收入，PCB等未来扩展另记，不推软件毛利。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC32979", + "companyId": "YC32979", + "title": "RonanRx Inc.主营及收入范围", + "url": "https://www.ycombinator.com/companies/ronanrx-inc", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "结合远程医疗及自述自营药品制造，为患者提供个性化处方和配送。 保留医药专业交付并注明实物制造，不作纯软件。33州许可、50%周增长、疗效与安全未独立核；创始人此前1亿融资及5000万医疗制造业务规模不归当前收入，适应症和处方范围待核。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC33017", + "companyId": "YC33017", + "title": "ProvenMetal主营及收入范围", + "url": "https://www.ycombinator.com/companies/provenmetal", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "通过制造伙伴网络交付PCB制造、组装与零件采购。 移实体电路板交付，官网说明路由至合作工厂，不认定自有工厂。AI审核范围和传统规则引擎分开，特定受控设计不走AI审查为自述；速度、制造地点及合规资质未独立核。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC33050", + "companyId": "YC33050", + "title": "Derya主营及收入范围", + "url": "https://www.ycombinator.com/companies/derya", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为硬件及商品企业梳理并执行采购、制造协调和分销物流。 保留专业供应链服务；已处理1500万货运的金额口径、主体和期间未给，不当ARR。旧雇主4.5亿船队及创始人此前六位数ARR不归Derya，risk-free进口主张未核。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC33059", + "companyId": "YC33059", + "title": "Palisade主营及收入范围", + "url": "https://www.ycombinator.com/companies/palisade-2", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "从内核事件发现并缓解企业终端机群的操作系统漏洞。 移企业通用安全运营，不按行业分类或代码生成分类。内核规则缓解不等原始漏洞已修复，示例CVE、实时控制与分钟部署未运行核；官网不可读，未核生产可靠性或付费。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC33062", + "companyId": "YC33062", + "title": "Hubble主营及收入范围", + "url": "https://www.ycombinator.com/companies/hubble-ai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为获授权的医疗资料请求跨系统检索和汇集病历。 保留医疗专业检索，不因API归通用基础设施。前Grow/One Medical数百万患者非当前Hubble采用，单授权完整病历为目标，授权权利、覆盖、准确及收费未核。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC33178", + "companyId": "YC33178", + "title": "TovenAI主营及收入范围", + "url": "https://www.ycombinator.com/companies/tovenai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为机构交易合规团队提供代理和金融系统连接。 保留金融专业合规，六代理、30余连接和头部券商采用为自述，不等付费或监管认可。客户现场共建成本及模型判断由谁批准未核，不推自动化覆盖率。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC33179", + "companyId": "YC33179", + "title": "Verdict Machine主营及收入范围", + "url": "https://www.ycombinator.com/companies/verdict-machine", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "盘点金融机构链上资产并在执行前评估交易风险与安全控制。 保留金融专业安全；PoC及大银行评估不当签约付费，客户每周数十亿交易非供应商收入。行业失窃和其他公司估值不归本公司，法律要求及防攻击效果未独立核。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC33282", + "companyId": "YC33282", + "title": "Florin主营及收入范围", + "url": "https://www.ycombinator.com/companies/florin", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "以公开资料和模拟为商业保险风险定价并提供可绑定报价。 保留保险专业服务；零核保员和秒级报价为主张，尚未核承保主体、资本、牌照及真实保单，不能仅靠carrier措辞认定合法承保。前Terrafirma融资不归Florin，保费不等SaaS ARR。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC33311", + "companyId": "YC33311", + "title": "SpaceFlow Technologies, Inc.主营及收入范围", + "url": "https://www.ycombinator.com/companies/spaceflow-technologies-inc", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "承接实体商品企业从需求计划、采购签约到异常和对账的运营。 保留采购服务，平台主要供内部执行。4亿年度采购管理额、多个六位数合同、12万客户年节省及10亿未来目标分开；合同期间/币种/收入确认未核，不把合同、支出或目标作当前ARR。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC33314", + "companyId": "YC33314", + "title": "Avoca Systems主营及收入范围", + "url": "https://www.ycombinator.com/companies/avoca-systems", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "结合临床与设备约束为放射检查网络处理转诊、预约及患者沟通。 保留医疗专业预约，扫描设备和临床流程约束区别通用获客。未接电话比例及填满产能是背景和主张，诊疗收费与平台收入分开，集成效果和合同待核。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC33318", + "companyId": "YC33318", + "title": "HillStar主营及收入范围", + "url": "https://www.ycombinator.com/companies/hillstar", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "提供辅助公用事业采购决策的AI代理。 短简介暂留行业，未取得官网正文。尚缺代理实际任务、系统、付费、技术作用及合同，不能从标题推已自主采购或具体节省。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC33344", + "companyId": "YC33344", + "title": "Dawn Industries主营及收入范围", + "url": "https://www.ycombinator.com/companies/dawn-industries", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "连接工业控制器、机器人和CNC，诊断故障并准备经批准的恢复动作。 移实体工业闭环；发布从只读到一键批准再到特定无人恢复分阶段，安全联锁能力未独立核。单故障节省1.5万为客户成本自述，非收入；发布四人和目录两人为异时点团队口径，保留原快照。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC33441", + "companyId": "YC33441", + "title": "Allia Health主营及收入范围", + "url": "https://www.ycombinator.com/companies/allia-health", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "提供精神健康EHR及独立诊所共享临床和支付方合同的网络。 保留精神健康行业；官网EHR开放免费，网络成员保持独立所有权，不能把8000临床人员都算员工或付费席位。5000万以上为签约年化护理产能、非已核ARR；成员医疗收入与平台收费及主体并表分开，创始人ARC分数不作本公司独立能力验证。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-CAT-YC33540", + "companyId": "YC33540", + "title": "Osseus主营及收入范围", + "url": "https://www.ycombinator.com/companies/osseus", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "提供生物医疗数据、评估及强化学习环境供实验室训练模型。 按当前训练交付移模型基础设施，superintelligence是愿景而非已证明通用模型。患者和生物数据许可、隐私、实际效果及收入未核，官网背景论文不直接证明当前产品效果。", + "limitation": "仅公开主营及相关发布；采用、试点、客户资产/支出/节省、旧业务、产能、合同及未来目标不当已实现ARR。专业资格和实际技术效果未独立核。" + }, + { + "id": "INDUSTRY7-NEURON-HOME", + "companyId": "YC32717", + "title": "Neuron控制器上市与试点分期", + "url": "https://neuronindustries.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网列Cortex/Synapse硬件软件，Q1 2027可用，50订金入口；展示木材加工客户切换案例。", + "limitation": "早期试点不等普遍现货或实收，订金不当已交付设备收入；参数、安全和客户结果未独立核。" + }, + { + "id": "INDUSTRY7-PROVEN-HOME", + "companyId": "YC33017", + "title": "ProvenMetal制造网络", + "url": "https://provenmetal.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网明确路由至合作PCB工厂及组装厂，协调报价、DFM、采购和交付，并区分受控设计不走AI审查的范围。", + "limitation": "不把制造网络认定为自有工厂，规则审核与模型作用仍待核；ITAR、美国制造及速度为自述，未取得独立资质或实际订单。" + }, + { + "id": "INDUSTRY7-ALLIA-HOME", + "companyId": "YC33441", + "title": "Allia当前EHR与医疗网络", + "url": "https://allia.health/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网主推精神健康EHR、就诊记录与账单，仍列8000以上临床人员及网络入口。", + "limitation": "采用不等员工、独立付费席位或本公司确认收入，页面演示24.8k收款不是Allia真实营收；临床效果和实际合同待核。" + }, + { + "id": "INDUSTRY7-ALLIA-PAYERS", + "companyId": "YC33441", + "title": "Allia健康计划服务", + "url": "https://allia.health/for-payers", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网为健康计划提供以共享基础设施、结局数据及激励连接的临床网络。", + "limitation": "未取得保险合同或已交付护理量，不把网络覆盖等同已实现诊疗收入、保证疗效或软件ARR。" + }, + { + "id": "INDUSTRY7-ALLIA-NETWORK", + "companyId": "YC33441", + "title": "Allia独立成员与免费EHR", + "url": "https://allia.health/network", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网称成员诊所保持独立所有权，EHR对所有人开放免费，网络含账单、护理协调及医生团队支持。", + "limitation": "成员医疗款不自动并入Allia收入；网络合同、收费、临床人力和控制范围待核，官网法律结构说明未独立验证。" + }, + { + "id": "INDUSTRY7-ALLIA-LAUNCH", + "companyId": "YC33441", + "title": "Allia年化合同与护理产能", + "url": "https://www.ycombinator.com/launches/SzE-allia-the-first-full-stack-ai-native-mental-health-group", + "publishedAt": "2026-08-20", + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "历史发布开头称5000万以上年化保险合同，正文进一步称签约合同下的年化护理产能，当时计划2026-09开始交付。", + "limitation": "历史计划不证明现已交付；未见履约、实际护理量、净收款、主体及收入确认资料，不当已实现ARR。" + }, + { + "id": "INDUSTRY7-SPACEFLOW-LAUNCH", + "companyId": "YC33311", + "title": "SpaceFlow支出、合同及目标", + "url": "https://www.ycombinator.com/launches/SSl-spaceflow-ai-native-procurement-services-for-the-physical-economy", + "publishedAt": "2026-08-06", + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "发布分列年度4亿供应商支出管理额、多个六位数已签合同、客户每年12万节省、未来10亿收入目标及创始人此前4万广告服务收入。", + "limitation": "六位数合同未给币种、数量、覆盖期、软件/服务及确认方式；合同不当ARR，支出/节省/目标/此前收入分别排除。" + }, + { + "id": "INDUSTRY7-SPACEFLOW-ACCESS", + "companyId": "YC33311", + "title": "SpaceFlow官网正文缺项", + "url": "https://spaceflow.tech/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "本轮官网工具返回无可读正文，当前主营与合同线索仍据YC发布。", + "limitation": "不可读不等停业或未交付；未取得现定价或合同，不用空页验证收入。" + }, + { + "id": "INDUSTRY7-LUCA-HOME", + "companyId": "YC32848", + "title": "Luca IQ人审及软件/API", + "url": "https://lucaiq.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网列税务工作流及API，明确事务所审核每份报表、CPA支持，并提供等待名单。", + "limitation": "未执行申报或核IRS授权；审计轨迹不保证所有输入和税务判断正确，等待名单不等付费。" + }, + { + "id": "INDUSTRY7-DAWN-ACCESS", + "companyId": "YC33344", + "title": "Dawn官网读取缺项", + "url": "https://www.dawnxr.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网工具未取得可读正文，当前闭环与分阶段批准按YC发布记录。", + "limitation": "不把页面标题当已验证机器动作、安全认证或交付；未运行控制产品。" + }, + { + "id": "INDUSTRY7-PALISADE-ACCESS", + "companyId": "YC33059", + "title": "Palisade官网读取缺项", + "url": "https://palisade-ai.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "本轮工具无法访问官网，未取得当前产品正文。", + "limitation": "不可访问不等不存在；内核缓解、原生补丁、运行可靠性和具体版本效果继续待核。" + }, + { + "id": "INDUSTRY7-OSSEUS-HOME", + "companyId": "YC33540", + "title": "Osseus数据、评估及环境", + "url": "https://www.osseus.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网从现成/定制生物医疗数据集、互动任务和强化学习环境入手服务前沿实验室。", + "limitation": "数据授权、匿名化、模型效果与实际收入未核；背景遗传研究引用不是公司独立技术评测。" + }, + { + "id": "INDUSTRY7-HILLSTAR-ACCESS", + "companyId": "YC33318", + "title": "HillStar官网读取缺项", + "url": "https://hillstar.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "本轮网页工具无法读取官网，仅YC短简介可用。", + "limitation": "具体交付、用户、报价、收入和AI实现仍缺，不由行业标题补全。" + }, + { + "id": "INDUSTRY8-CAT-YC33804", + "companyId": "YC33804", + "title": "Neomatter主营及数字归属", + "url": "https://www.ycombinator.com/companies/neomatter", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "在企业邮件及业务系统中整理法务请求，形成供律师批准的结果。 保留法律专业工作；律师仍审阅批准，不将HR/销售入口误作通用文档工具。政策和先例应用、完整正确及收入未独立核。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC33805", + "companyId": "YC33805", + "title": "Edviro主营及数字归属", + "url": "https://www.ycombinator.com/companies/edviro", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "结合建筑能耗及设备资料诊断问题、模拟干预并协调维修和效果核验。 保留设施运营应用；关键动作先经人员批准，数据中心合作仍初期，不把world model宣传当基础模型销售。旧40万可避免成本与官网40万verified savings分开且不相加，未独立核实际实现和平台收费。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC35092", + "companyId": "YC35092", + "title": "Cardinal Square主营及数字归属", + "url": "https://www.ycombinator.com/companies/cardinal-square", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "以AI配合教师提供课后写作教学，计划扩展完整学校。 保留教育专业服务，当前说明从未认证课后班起步，完整认证学校是计划。官网无法读取，不把规划当已获办学认证、学生采用或课程收入。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC35125", + "companyId": "YC35125", + "title": "Altair Health主营及数字归属", + "url": "https://www.ycombinator.com/companies/altair-health", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为独立医疗机构承接保险账单流程，以账单员处理代理例外。 保留专业账单服务；定理证明器对照保险规则为主张，不证明所有规则和输入正确。账单员处理失败是交付组成，医生收款不是Altair收入，Stripe类比不当支付许可。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC35422", + "companyId": "YC35422", + "title": "Praxis主营及数字归属", + "url": "https://www.ycombinator.com/companies/praxis", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为律所处理收案、客户资料、文档追踪、账单和催款后台。 保留律所全流程，律师监督批准每步，不能按前雇主付费客户数估本公司客户。客户损失35万每年和每案1万非Praxis收入，完整效率和合同待核。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC35685", + "companyId": "YC35685", + "title": "Obia主营及数字归属", + "url": "https://www.ycombinator.com/companies/obia", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为企业寻找工业和办公空间并协助谈判及交付。 保留商业经纪服务，初始California工业/办公与全国愿景分开。两周交钥匙是主张，房产价值和租金不是全部经纪收入，AI作用、执照及具体收费待核。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC35983", + "companyId": "YC35983", + "title": "Telamont主营及数字归属", + "url": "https://www.ycombinator.com/companies/telamont", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "交叉核对建筑文档版本并追踪合同、技术及规范风险。 保留建筑专业文档，未涉及实际承包施工。七位数潜在争议是客户风险背景，非软件收入或实际追回金额，规范解释及技术准确率待核。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC36084", + "companyId": "YC36084", + "title": "Covera主营及数字归属", + "url": "https://www.ycombinator.com/companies/covera", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "在保险代理AMS及邮箱中整理投保、报价、客户服务和续期。 保留保险专业软件，团队审阅每项动作且记录责任险轨迹。五分钟报价、每周十小时和20%增单为自述，未核分母或独立效果；前Simio收购不归Covera收入。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC36086", + "companyId": "YC36086", + "title": "Hesper AI主营及数字归属", + "url": "https://www.ycombinator.com/companies/hesper-ai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "读取保险索赔资料、检查篡改和事实并整理调查案卷。 保留保险专业调查；audit-ready不等已审计，不据异常标记判定客户欺诈。准确率、误报、覆盖、人工责任及收费未知。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC36577", + "companyId": "YC36577", + "title": "OpEra主营及数字归属", + "url": "https://www.ycombinator.com/companies/opera", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为工厂、仓库和车队定制规划、排班、库存及路径优化模型。 保留供应链规划，输出计划而非交付自有机器人或通用基础模型。38%运费下降及其他客户效果未独立核，研究数据结果与上线回款分开，不作自身营收。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC36644", + "companyId": "YC36644", + "title": "Vouch主营及数字归属", + "url": "https://www.ycombinator.com/companies/vouchwealth", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为印度个人用户整合资产、投资选择及税务规划。 移个人应用；行业财富增长不等Vouch资产或收入，官网无法读取。实际投资顾问/交易角色、托管、许可和税务效果待核，不据愿景认定自动资产管理已实现。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC37203", + "companyId": "YC37203", + "title": "Volaren Inc.主营及数字归属", + "url": "https://www.ycombinator.com/companies/volaren-inc", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为个人整合账户、解释组合变化并在所设限制内辅助投资行动。 移个人应用；官网明确账户、余额和订单为示例，回测不等实盘回报，900用户/基金混合采用不作付费客户。交易与连接能力未运行核，许可、资金保管及收费待核。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC37274", + "companyId": "YC37274", + "title": "Decent主营及数字归属", + "url": "https://www.ycombinator.com/companies/decent-com", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为小企业比较医疗保险方案并持续协调健康计划。 保留专业经纪，现运营者Decent Labs Inc.；官网明确创始人第二家同名公司，2026公告称新主体/团队，不仅凭旧品牌历史改年。旧4200万融资及客户节省不归现收入，客户免费不等无佣金。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC37401", + "companyId": "YC37401", + "title": "Theseus Robotics主营及数字归属", + "url": "https://www.ycombinator.com/companies/theseus-robotics", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "开发用于零售补货、库存轮换及订单拣选的人形机器人系统。 移实体机器人，官网当前提供私下预览。预览入口不等大规模生产部署；昼夜作业、可靠性、安全、硬件所有权及实收待核。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC37533", + "companyId": "YC37533", + "title": "HABU主营及数字归属", + "url": "https://www.ycombinator.com/companies/habu", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "作为开发服务商为投资者选地、组织设计建造并交付出售住宅。 移实体资产建设服务，内部OS非外售SaaS；自述不是长期房产持有者也不证明零资本或无担保。前3.1亿项目与行业1600亿投资排除现营收，速度、成本及风险改善未独立核。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC37600", + "companyId": "YC37600", + "title": "Redoubt Insurance主营及数字归属", + "url": "https://www.ycombinator.com/companies/redoubt-insurance", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为小企业提供商业保险代理服务。 短简介暂留保险代理，未明确自营承保。机器处理与经验学习为AI线索，实际授权、费率、AI任务及收入缺项保留；目录0人不当真的无人经营。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC37601", + "companyId": "YC37601", + "title": "Lark主营及数字归属", + "url": "https://www.ycombinator.com/companies/lark-2", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为分销企业定制采购、预测、库存、销售及数据代理。 保留分销全运营，销售只是模块，企业保留审批界限。首客户每周50小时节省为自述，未核实际工时、质量或收入，整运营代理目标不当全自动已实现。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC37831", + "companyId": "YC37831", + "title": "Kairos Health主营及数字归属", + "url": "https://www.ycombinator.com/companies/kairos-health", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "在牙科诊所系统中处理患者召回预约、来电及保险核验。 保留医疗患者运营，16地点不等付费客户；客户月产出增加20000未给币种，不当Kairos收入。179来电、46预约及终身折扣是历史发布自述，实际结果、价格与保险准确性待核。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-CAT-YC37995", + "companyId": "YC37995", + "title": "Sintropix主营及数字归属", + "url": "https://www.ycombinator.com/companies/sintropix", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为多国LATAM企业提供财务ERP、对账、会计合并和AI问答。 按现官网移企业通用工作，非会计事务所执业的充分证明。首页420万ARR、现金、合同及Acme账目为产品界面示例，不作Sintropix收入；AI问答与会计判断、人审及实际合同待核。", + "limitation": "采用、行业规模、客户收入/节省、旧雇主业绩及演示数值不作自身收入；专业资质、技术效果和实际交付成本仍未独立核。" + }, + { + "id": "INDUSTRY8-DECENT-HOME", + "companyId": "YC37274", + "title": "Decent经纪与客户节省", + "url": "https://www.decent.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网列现运营者Decent Labs Inc.，服务小企业健康计划，保险方支付佣金；6万与10万年节省为客户案例。", + "limitation": "客户节省非经纪收入，页面个人执照为自述未查登记；多年客户引语不能独自证明现公司成立或旧业务合并。" + }, + { + "id": "INDUSTRY8-DECENT-ABOUT", + "companyId": "YC37274", + "title": "Decent同名新业务与佣金", + "url": "https://www.decent.com/about", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "关于页明确这是Nick第二家同名公司；选定保险、PEO或计划方从客户支付中付佣金及可能奖金，金额随方案变化。", + "limitation": "旧品牌和旧计划业绩不自动归现公司，合同与法律主体完整沿革待核，客户免费不等公司无收入。" + }, + { + "id": "INDUSTRY8-DECENT-TERMS", + "companyId": "YC37274", + "title": "Decent现运营者及承保边界", + "url": "https://www.decent.com/terms", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "条款列Decent Labs Inc.，明确平台不承保或发行保险，报价须保险方或PEO批准才生效。", + "limitation": "条款更新2026-10-05不是成立日期；未验证许可登记及真实佣金，不把网站报价当已生效保单。" + }, + { + "id": "INDUSTRY8-DECENT-NEW", + "companyId": "YC37274", + "title": "Decent创始人新主体说明", + "url": "https://www.decent.com/blog/run-it-back", + "publishedAt": "2026-09-29", + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "2026-09-29创始人公告称再次用Decent名称创办新公司，说明新主体、新团队及经纪模式。", + "limitation": "为创始人原始陈述而非工商登记；支持区别旧同名业务，精确注册及资产转移链仍未取得。" + }, + { + "id": "INDUSTRY8-VOLAREN-HOME", + "companyId": "YC37203", + "title": "Volaren账户示例与免费层", + "url": "https://www.volaren.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网提供个人组合、代理交易及免费入口，明确展示的账户、余额和订单为示例，另列策略回测。", + "limitation": "191120账户合计、5000预算、交易和回报演示不当AUM、公司营收或实际用户结果；未连接账户、运行交易或核牌照。" + }, + { + "id": "INDUSTRY8-SINTROPIX-HOME", + "companyId": "YC37995", + "title": "Sintropix多国ERP及示例账目", + "url": "https://sintropix.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "西语官网服务LATAM多国企业财务，包含多主体、多币种、对账、总账和AI Erwin，示例Acme公司及420万ARR看板。", + "limitation": "产品看板日期、合同和账目不是已核公司财务，不据界面ARR或Stripe示例反推真实客户收入，数字仅排除比较。" + }, + { + "id": "INDUSTRY8-THESEUS-HOME", + "companyId": "YC37401", + "title": "Theseus零售机器人预览", + "url": "https://theseus.bot/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网面向货架补货、轮换和拣选，提供私下预览入口。", + "limitation": "未见公开生产部署数量、合同或独立可靠性测试，不把预览当规模化交付。" + }, + { + "id": "INDUSTRY8-EDVIRO-HOME", + "companyId": "YC33805", + "title": "Edviro人审工单及节省口径", + "url": "https://edviroenergy.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网工作流明确人审计划、技术员派工及仪表验证；列34站点及40万verified savings。", + "limitation": "旧发布40万identified avoidable costs与现verified表述不相加，未核实际账单、基线、净节省或供应商费用，演示工单不当现场审计。" + }, + { + "id": "INDUSTRY8-VOUCH-ACCESS", + "companyId": "YC36644", + "title": "Vouch官网缺项", + "url": "https://vouchwealth.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "工具无法读取官网，个人财富定位暂据YC当前描述。", + "limitation": "收费、投资许可、代理权限、托管和当前实际产品继续未知。" + }, + { + "id": "INDUSTRY8-HABU-ACCESS", + "companyId": "YC37533", + "title": "HABU官网缺项", + "url": "https://buildhabu.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "本轮工具未取得官网正文，开发服务与非长期持有定位据YC发布。", + "limitation": "不把不可读当停业，需后续合同核开发费、项目资金、担保及资本占用。" + }, + { + "id": "INDUSTRY8-CARDINAL-ACCESS", + "companyId": "YC35092", + "title": "Cardinal Square官网缺项", + "url": "https://cardinalsquare.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "本轮工具无法读取官网，YC说明从未认证课后写作班开始。", + "limitation": "不推已开设完整认证学校，课程交付、资质、学生、教师及收费尚缺。" } ], "reviews": [ @@ -61811,6 +62861,180 @@ "INDUSTRY6-MAINGEN-BENCH" ], "handling": "厂商报告未独立复测或读运行源码，模拟盈亏不当真实部署收益或公司收入，前支付吞吐亦排除。" + }, + { + "id": "INDUSTRY7-R-20", + "type": "行业第七批实体控制及专业服务复核", + "company": "原C07第七批20家公司", + "scope": "companies", + "companyIds": [ + "YC32717", + "YC32751", + "YC32782", + "YC32848", + "YC32914", + "YC32948", + "YC32979", + "YC33017", + "YC33050", + "YC33059", + "YC33062", + "YC33178", + "YC33179", + "YC33282", + "YC33314", + "YC33318", + "YC33344", + "YC33540" + ], + "summary": "20项主营及相关发布节选已读，15留C07，Neuron/ProvenMetal/Dawn移实体产业，Palisade移企业防护，Osseus移模型数据环境；13项官网或发布补证。", + "evidenceIds": [ + "INDUSTRY7-CAT-YC32717", + "INDUSTRY7-CAT-YC32751", + "INDUSTRY7-CAT-YC32782", + "INDUSTRY7-CAT-YC32848", + "INDUSTRY7-CAT-YC32914", + "INDUSTRY7-CAT-YC32948", + "INDUSTRY7-CAT-YC32979", + "INDUSTRY7-CAT-YC33017", + "INDUSTRY7-CAT-YC33050", + "INDUSTRY7-CAT-YC33059", + "INDUSTRY7-CAT-YC33062", + "INDUSTRY7-CAT-YC33178", + "INDUSTRY7-CAT-YC33179", + "INDUSTRY7-CAT-YC33282", + "INDUSTRY7-CAT-YC33314", + "INDUSTRY7-CAT-YC33318", + "INDUSTRY7-CAT-YC33344", + "INDUSTRY7-CAT-YC33540", + "INDUSTRY7-NEURON-HOME", + "INDUSTRY7-PROVEN-HOME", + "INDUSTRY7-LUCA-HOME", + "INDUSTRY7-DAWN-ACCESS", + "INDUSTRY7-PALISADE-ACCESS", + "INDUSTRY7-OSSEUS-HOME", + "INDUSTRY7-HILLSTAR-ACCESS" + ], + "handling": "工业上市与试点分期，制造网络不当自营工厂；人审、临床及实物成本与软件分开，AI不作税务数学、操作员审批、安全核验和具体资格不作独立保证。" + }, + { + "id": "INDUSTRY7-R-ALLIA", + "type": "合同、产能及确认收入复核", + "company": "Allia Health", + "scope": "companies", + "companyIds": [ + "YC33441" + ], + "summary": "签约下5000万以上年化护理产能不当ARR；旧计划九月交付与当前EHR/独立临床网络分开。", + "evidenceIds": [ + "INDUSTRY7-CAT-YC33441", + "INDUSTRY7-ALLIA-HOME", + "INDUSTRY7-ALLIA-PAYERS", + "INDUSTRY7-ALLIA-NETWORK", + "INDUSTRY7-ALLIA-LAUNCH" + ], + "handling": "8000采用者不当员工或付费数，免费EHR不等公司无其他收费；成员诊所收入不自动并表，合同、护理量、净回款及创始人模型表现归属待核。" + }, + { + "id": "INDUSTRY7-R-SPACEFLOW", + "type": "合同、产能及确认收入复核", + "company": "SpaceFlow Technologies, Inc.", + "scope": "companies", + "companyIds": [ + "YC33311" + ], + "summary": "采购服务的4亿管理支出、六位数合同、客户节省、未来10亿目标及创始人旧服务收入分别记录。", + "evidenceIds": [ + "INDUSTRY7-CAT-YC33311", + "INDUSTRY7-SPACEFLOW-LAUNCH", + "INDUSTRY7-SPACEFLOW-ACCESS" + ], + "handling": "未取得合同、币种、覆盖期、履约和确认口径，不将已签或目标收入年化；平台内部运营和专业服务成本待核，官网可读缺项保留。" + }, + { + "id": "INDUSTRY8-R-19", + "type": "行业末批买家、交付及数字归属复核", + "company": "原C07末批19家公司", + "scope": "companies", + "companyIds": [ + "YC33804", + "YC33805", + "YC35092", + "YC35125", + "YC35422", + "YC35685", + "YC35983", + "YC36084", + "YC36086", + "YC36577", + "YC36644", + "YC37203", + "YC37401", + "YC37533", + "YC37600", + "YC37601", + "YC37831" + ], + "summary": "19项主营及相关发布节选已读，14留C07，个人财富2项移C09、机器人及开发建设2项移C10、通用财务1项移C05；11项官网/条款/公告补证。", + "evidenceIds": [ + "INDUSTRY8-CAT-YC33804", + "INDUSTRY8-CAT-YC33805", + "INDUSTRY8-CAT-YC35092", + "INDUSTRY8-CAT-YC35125", + "INDUSTRY8-CAT-YC35422", + "INDUSTRY8-CAT-YC35685", + "INDUSTRY8-CAT-YC35983", + "INDUSTRY8-CAT-YC36084", + "INDUSTRY8-CAT-YC36086", + "INDUSTRY8-CAT-YC36577", + "INDUSTRY8-CAT-YC36644", + "INDUSTRY8-CAT-YC37203", + "INDUSTRY8-CAT-YC37401", + "INDUSTRY8-CAT-YC37533", + "INDUSTRY8-CAT-YC37600", + "INDUSTRY8-CAT-YC37601", + "INDUSTRY8-CAT-YC37831", + "INDUSTRY8-VOLAREN-HOME", + "INDUSTRY8-THESEUS-HOME", + "INDUSTRY8-EDVIRO-HOME", + "INDUSTRY8-VOUCH-ACCESS", + "INDUSTRY8-HABU-ACCESS", + "INDUSTRY8-CARDINAL-ACCESS" + ], + "handling": "Edviro识别成本与自述节省不重复累加；HABU为实体开发服务、Cardinal未认证课程、Theseus预览阶段和Volaren演示账户分开。客户产出、损失、节省、旧项目和收入均不作当前营收。" + }, + { + "id": "INDUSTRY8-R-DECENT", + "type": "主体沿革及演示数字复核", + "company": "Decent", + "scope": "companies", + "companyIds": [ + "YC37274" + ], + "summary": "创始人2026-09-29称新主体新团队，关于页明确第二家同名公司；现条款列Decent Labs Inc.并非承保人。", + "evidenceIds": [ + "INDUSTRY8-CAT-YC37274", + "INDUSTRY8-DECENT-HOME", + "INDUSTRY8-DECENT-ABOUT", + "INDUSTRY8-DECENT-TERMS", + "INDUSTRY8-DECENT-NEW" + ], + "handling": "保留2026目录字段并补原始来源，不仅凭旧品牌改年，也不将条款更新当注册日。现佣金与旧融资、计划业绩及客户节省分开；完整法律沿革及结算待核。" + }, + { + "id": "INDUSTRY8-R-SINTROPIX", + "type": "主体沿革及演示数字复核", + "company": "Sintropix", + "scope": "companies", + "companyIds": [ + "YC37995" + ], + "summary": "现官网为LATAM跨国财务ERP，移通用企业工作；420万ARR、Acme合同与账户仅产品界面，不能当公司收入。", + "evidenceIds": [ + "INDUSTRY8-CAT-YC37995", + "INDUSTRY8-SINTROPIX-HOME" + ], + "handling": "演示日期不能充当财务截至日；收入继续未知，不将界面Stripe、客户账目或自动态样例当已核收款，收费、财务和技术作用另待核。" } ], "coverage": { diff --git a/content/research/ai-companies.sources.json b/content/research/ai-companies.sources.json index fbe8571..2911597 100644 --- a/content/research/ai-companies.sources.json +++ b/content/research/ai-companies.sources.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-industry-6", + "version": "2026-10-31-industry-8", "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35条深化并保留发现来源；本快照基础项534条主营人工复核。原C07累计145项已读主营及相关发布：106保留、39迁移，余39项规则初分。Rational现服务/企业软件及人审与旧无人宣传分期，创业入口仍等待；Risklytics保费和经纪佣金分开，Maingen模拟环境及Prodigy交易收益不作ARR。Elite旧Stratum与现医疗主体沿革待核；本快照C05仍89项原规则初分，另分支成果待整合。主体、技术、财务及全部公开来源覆盖仍有缺项。", + "nextCheck": "原新增目录35条深化并保留发现来源；本快照基础项573条主营人工复核。原C07规则初分184项已逐条读主营及相关发布：135保留、49迁移，原池规则项剩余0；不表示全部公司财务/技术已验证。末批补Decent同名新主体和佣金、Sintropix示例ARR排除、Edviro节省口径、个人财富、实体机器人/开发及未认证教育交付。本快照C05仍89项原规则初分，另分支成果待整合；其他基础条目、主体、付费、技术、财务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 df4d646..dfca949 100644 --- a/content/research/ai-income-analysis.json +++ b/content/research/ai-income-analysis.json @@ -1,5 +1,5 @@ { - "sourceVersion": "2026-10-31-industry-6", + "sourceVersion": "2026-10-31-industry-8", "asOf": "2026-10-31", "metric": "platform-mrr-usd", "sampleUnit": "product-or-business",