diff --git a/apps/docs/scripts/auth-cli.ts b/apps/docs/scripts/auth-cli.ts index 3369639..ad17459 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, 1047); assert.equal(research.categories.length, 11); - assert.equal(research.evidence.length, 1548); - assert.equal(research.observations.length, 219); + assert.equal(research.evidence.length, 1579); + assert.equal(research.observations.length, 220); 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 c47e95a..53d1677 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, 1047); - assert.equal(initial.evidence.length, 1548); - assert.equal(initial.observations.length, 219); + assert.equal(initial.evidence.length, 1579); + assert.equal(initial.observations.length, 220); 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, 95); + assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 97); assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 11); assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 41); 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), 1047); - assert.equal(summary.reduce((n, c) => n + c.self, 0), 37); + assert.equal(summary.reduce((n, c) => n + c.self, 0), 38); assert.equal(summary.reduce((n, c) => n + c.estimate, 0), 2); assert.equal(summary.reduce((n, c) => n + c.platform, 0), 16); - assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 992); + assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 991); 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")); @@ -97,7 +97,7 @@ 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, 47); + assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 48); assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 8); 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 7a6b25c..b393f6e 100644 --- a/content/research/ai-companies.seed.json +++ b/content/research/ai-companies.seed.json @@ -1,5 +1,5 @@ { - "version": "2026-10-30-speedrun-2025-models-1", + "version": "2026-10-30-agent-classification-1", "asOf": "2026-10-30", "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": [ @@ -4196,25 +4196,27 @@ "year": 2025, "team": 10, "location": "San Francisco", - "business": "公司简介：Test, monitor, and improve your voice and chat AI agents", - "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": "模拟客户对话，测试、监控和评估语音及聊天Agent。", + "buyer": "语音/对话Agent开发及质量团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "模拟规模与速度为自述；融资、招聘薪资和旧创业利润不是当前收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-30451" + "YC-E-30451", + "AGENT-CAT-YC30451" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：模拟客户对话，测试、监控和评估语音及聊天Agent。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "AI", "Conversational AI" - ] + ], + "businessModel": "测试与可观测平台，软件和配套质量服务收费待拆分" }, { "id": "YC30455", @@ -5157,22 +5159,24 @@ "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：Recursive self improving harnesses and models", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "构建用于递归自我改进、可修改界面及模型后训练的工具。", + "buyer": "Agent与模型研发团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "当前简介为工具研发，同页Saffron Health转诊旧发布与现主营分开，不转移旧医疗效果或创始人此前客户收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-30515" + "YC-E-30515", + "AGENT-CAT-YC30515" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：构建用于递归自我改进、可修改界面及模型后训练的工具。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", + "directoryTags": [], + "businessModel": "自我改进开发工具；开源声明、许可和商业合同待核" }, { "id": "YC30517", @@ -5622,22 +5626,24 @@ "year": 2025, "team": 7, "location": "San Francisco", - "business": "公司简介：The open-source context retrieval layer for agents", - "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": "连接工作应用与私有数据源，为Agent提供可检索上下文、REST/MCP接口。", + "buyer": "Agent产品与开发团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "本轮只读YC，未打开所链接代码或SDK；不把开源宣传当已验证材料或独立性能。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-30549" + "YC-E-30549", + "AGENT-CAT-YC30549" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：连接工作应用与私有数据源，为Agent提供可检索上下文、REST/MCP接口。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", + "directoryTags": [], + "businessModel": "上下文检索和连接设施，托管/开源收费边界待核" }, { "id": "YC30552", @@ -6064,22 +6070,24 @@ "year": 2025, "team": 6, "location": "Pittsburgh, PA", - "business": "公司简介：Enterprise Voice Agents", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "供企业构建和部署云端或本地语音Agent。", + "buyer": "企业语音自动化及开发团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "YC当前状态Inactive，停用原因和时间未知，不等依法注销。旧家居服务客服和地产排程发布与当前平台简介分开，六客户不等当前付费或收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", - "stage": "目录公开，商业成熟度待核验", + "stage": "YC标Inactive，停用时间和原因待核；保留历史公司研究记录", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30606" + "YC-E-30606", + "AGENT-CAT-YC30606" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：供企业构建和部署云端或本地语音Agent。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", + "directoryTags": [], + "businessModel": "语音Agent构建/部署平台；定制服务与平台收费未核" }, { "id": "YC30607", @@ -6371,25 +6379,27 @@ "year": 2025, "team": 2, "location": "New York City, NY", - "business": "公司简介：Independent AI evaluations lab", - "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": "提供模型基准、排行榜和评估服务，帮助比较AI系统表现。", + "buyer": "模型研发与Agent产品团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "同页保留ZeroEval开发工具旧发布；独立/防污染是机构页自述，未复现测试，不自动给本公司记第三方独立评测级别。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-30625" + "YC-E-30625", + "AGENT-CAT-YC30625" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：提供模型基准、排行榜和评估服务，帮助比较AI系统表现。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "Infrastructure", "AI" - ] + ], + "businessModel": "评测研究及工具，广告、服务与软件收入模式未核" }, { "id": "YC30626", @@ -6399,25 +6409,27 @@ "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：Visibility and Controls for Browser Agents", - "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": "记录浏览器Agent动作并对高风险操作及跨站数据泄漏施加控制。", + "buyer": "企业安全与Agent部署团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "当前简介为浏览器安全，旧建筑图纸审查与RFI发布另属沿革，客户节省工期不作当前收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-30626" + "YC-E-30626", + "AGENT-CAT-YC30626" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：记录浏览器Agent动作并对高风险操作及跨站数据泄漏施加控制。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "Cybersecurity", "AI" - ] + ], + "businessModel": "浏览器Agent运行控制扩展；收费未核" }, { "id": "YC30628", @@ -6788,22 +6800,24 @@ "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：Human experts as API for AI Agents", - "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MCP/API将遇到难题的Agent接入实时人类领域专家。", + "buyer": "Agent开发者及企业Agent产品团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "匹配30秒、专业资质及可用性均为自述；专家交易额、旧语音产品分钟数和创始人2021旧创业不归新公司收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-30646" + "YC-E-30646", + "AGENT-CAT-YC30646" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：通过MCP/API将遇到难题的Agent接入实时人类领域专家。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", + "directoryTags": [], + "businessModel": "人工专家转接市场与Agent工具接口；平台费和专家报酬分摊待核" }, { "id": "YC30647", @@ -8122,28 +8136,30 @@ "year": 2025, "team": 5, "location": "San Francisco", - "business": "公司简介：Cloud infrastructure for MCP servers and Claude / ChatGPT plugins.", - "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MCP服务和应用提供云部署、鉴权、测试、监控及发布支持。", + "buyer": "MCP应用和Agent产品开发团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "页面列原名mcp-use；星标、下载和创始人旧项目金额不等公司收入，本轮未打开代码、运行SDK或核官方推荐宣传。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-30710" + "YC-E-30710", + "AGENT-CAT-YC30710" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为MCP服务和应用提供云部署、鉴权、测试、监控及发布支持。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "Developer Tools", "B2B", "Open Source", "Infrastructure", "AI" - ] + ], + "businessModel": "开源SDK加托管MCP云；具体合同及用量收费待核" }, { "id": "YC30712", @@ -8739,22 +8755,24 @@ "year": 2025, "team": 13, "location": "San Francisco", - "business": "公司简介：Infrastructure to build reliable agents", - "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": "为生产Agent可靠完成复杂任务提供运行基础设施。", + "buyer": "Agent产品与开发团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "YC状态Acquired，买方、交易金额和独立业务连续性本轮未核；不把被收购当收入或当前仍独立运营。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", - "stage": "目录公开，商业成熟度待核验", + "stage": "YC标Acquired，买方与交易时间待核；不确认当前独立运营", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30740" + "YC-E-30740", + "AGENT-CAT-YC30740" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为生产Agent可靠完成复杂任务提供运行基础设施。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", + "directoryTags": [], + "businessModel": "Agent可靠性设施；当前独立产品与交易后的收费模式待核" }, { "id": "YC30741", @@ -8989,27 +9007,29 @@ "year": 2025, "team": 5, "location": "San Francisco", - "business": "公司简介：Browser infra for AI agents: sessions, auth, proxies, payments", - "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Agent提供云浏览器会话、身份、代理、支付和相邻运行环境。", + "buyer": "浏览器Agent与自动化开发团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "旧Nottelabs名称和工作流发布保留沿革；支付交易额、安全与性能宣传未独立核，不等公司收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-30756" + "YC-E-30756", + "AGENT-CAT-YC30756" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为Agent提供云浏览器会话、身份、代理、支付和相邻运行环境。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "Developer Tools", "API", "Automation", "AI" - ] + ], + "businessModel": "浏览器运行基础设施API；具体计费和合同待核" }, { "id": "YC30759", @@ -9270,28 +9290,31 @@ "id": "YC30782", "name": "TectoAI", "url": "https://www.ycombinator.com/companies/tectoai", - "cat": "C03", + "cat": "C05", "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：A Platform for AI Governance", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "帮助企业选择和引入AI工具，评估上线后的行为、合规及治理。", + "buyer": "企业GRC、信息安全、IT和AI采用团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "按当前主要买家与治理任务归企业工作，非通用Agent运行时；YC状态Inactive，原因与时间未核，官网读取超时。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", - "stage": "目录公开，商业成熟度待核验", + "stage": "YC标Inactive，停用时间和原因待核；保留历史公司研究记录", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30782" + "YC-E-30782", + "AGENT-CAT-YC30782", + "AGENT-HOME-YC30782" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：帮助企业选择和引入AI工具，评估上线后的行为、合规及治理。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "AI" - ] + ], + "businessModel": "企业AI治理与供应商采用/监督工作流；服务和软件收费未核" }, { "id": "YC30785", @@ -10009,25 +10032,27 @@ "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：Payment infrastructure for AI agents", - "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Agent提供资金访问、支付权限和支出限制，衔接支付及API工具。", + "buyer": "Agent开发者与企业自动化团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "同页Locus Founder是叠加基础设施的经营应用，不新增公司；标价和用户盈利承诺不作已实现公司收入，产品线须拆分。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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": "YC Locus Founder发布称$50/月，利润超过$1,000/月部分抽5%；仅该产品当时标价，基础设施及当前已签合同未核", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30859" + "YC-E-30859", + "AGENT-CAT-YC30859" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为Agent提供资金访问、支付权限和支出限制，衔接支付及API工具。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "Finance", "AI" - ] + ], + "businessModel": "Agent支付/交易执行设施；另有Locus Founder终端应用与数据API，收入比例待核" }, { "id": "YC30860", @@ -11859,22 +11884,24 @@ "year": 2025, "team": 4, "location": "Vienna, Austria", - "business": "公司简介：Agentic infrastructure to power AI-native 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": "连接和托管MCP工具，为员工、Agent及AI客户端提供权限治理和追踪。", + "buyer": "企业AI平台与Agent开发团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "Magic MCP集成数量、冷启动速度、部署数与可用性均为自述；不把接入量、旧公司项目或客户融资当收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-30960" + "YC-E-30960", + "AGENT-CAT-YC30960" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：连接和托管MCP工具，为员工、Agent及AI客户端提供权限治理和追踪。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", + "directoryTags": [], + "businessModel": "MCP部署、工具连接及运行平台；合同与具体收费未核" }, { "id": "YC30962", @@ -12165,22 +12192,24 @@ "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：Real-time web intelligence API for AI agents and GTM 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": "以统一API提供网页搜索、人员和公司数据、研究、抓取与信号监测。", + "buyer": "Agent开发团队及GTM数据使用者", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "当前交付为API，旧GTM指挥台作为产品沿革；创始人把别家公司从900K到7M ARR的业绩不归The Hog。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-30986" + "YC-E-30986", + "AGENT-CAT-YC30986" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：以统一API提供网页搜索、人员和公司数据、研究、抓取与信号监测。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", + "directoryTags": [], + "businessModel": "按积分统一结算的数据/工具API；供应商成本和毛利待核" }, { "id": "YC30987", @@ -14828,26 +14857,28 @@ "year": 2025, "team": 3, "location": "Bengaluru, India", - "business": "公司简介：Train, eval and build autonomous agents", - "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": "提供自主Agent训练、基准评估及部署平台。", + "buyer": "Agent研发和企业部署团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "简介较短，训练是否包含独立模型/环境销售未核；W2026批次不等成立年，原Founded 2025保留。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-31200" + "YC-E-31200", + "AGENT-CAT-YC31200" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：提供自主Agent训练、基准评估及部署平台。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "B2B", "Operations", "AI" - ] + ], + "businessModel": "Agent开发评测平台，具体交付和收费合同待核" }, { "id": "YC31201", @@ -14932,26 +14963,29 @@ "id": "YC31206", "name": "Samora AI", "url": "https://www.ycombinator.com/companies/samora-ai", - "cat": "C03", + "cat": "C06", "year": 2025, "team": 8, "location": null, - "business": "公司简介：Multilingual voice agents that outperform humans", - "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": "托管多语言呼入/呼出Agent、工作流更新及人工升级接管。", + "buyer": "高通话量企业的客服、外联及运营团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "客户无需自建呼叫或工程团队，按当前运营服务归C06；已付费、呼叫量及客户效果为自述，没有自身收入金额，不从用户数或收款改善推ARR。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-31206" + "YC-E-31206", + "AGENT-CAT-YC31206", + "AGENT-HOME-YC31206" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：托管多语言呼入/呼出Agent、工作流更新及人工升级接管。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", + "directoryTags": [], + "businessModel": "托管呼叫运营软件与人工支持服务；按量/订阅/人工收费待拆分" }, { "id": "YC31207", @@ -15197,22 +15231,24 @@ "year": 2026, "team": 6, "location": "San Francisco", - "business": "公司简介：Simulation environments to train & evaluate long-horizon AI agents", - "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": "构建真实工具和应用组成的长期任务模拟环境，用于训练与评估Agent。", + "buyer": "前沿模型及Agent研发团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "Horizon-SWE分数是本公司基准自述，未读方法全文或复现；环境业务不按模型研究者履历直接归基础模型。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-31217" + "YC-E-31217", + "AGENT-CAT-YC31217" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：构建真实工具和应用组成的长期任务模拟环境，用于训练与评估Agent。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", + "directoryTags": [], + "businessModel": "训练/评测环境与基准服务；许可、数据和软件收费待核" }, { "id": "YC31219", @@ -15456,24 +15492,26 @@ "year": 2025, "team": 1, "location": "San Francisco", - "business": "公司简介：Evals for frontier research agents", - "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": "组织领域专家设计原始真实任务，提供定制Agent评测集及评分。", + "buyer": "模型及Agent产品团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "服务型评测不直接当纯软件订阅；基准构建、专家资质及评分质量未独立测试。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-31231" + "YC-E-31231", + "AGENT-CAT-YC31231" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：组织领域专家设计原始真实任务，提供定制Agent评测集及评分。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "Reinforcement Learning" - ] + ], + "businessModel": "专家参与的定制评测服务；项目与经常性合同待核" }, { "id": "YC31232", @@ -15781,22 +15819,24 @@ "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：Payments for Conversational Agents", - "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API让语音或聊天Agent在对话中收取卡支付并衔接支付网关。", + "buyer": "语音/聊天Agent与电话支付业务开发团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "不按电话客服买家归客服运营服务；支付金额和PCI合规宣传不等收入或已审计安全结论。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-31253" + "YC-E-31253", + "AGENT-CAT-YC31253" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：通过API让语音或聊天Agent在对话中收取卡支付并衔接支付网关。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", + "directoryTags": [], + "businessModel": "Agent支付接入及处理设施；手续费、交易额及净收入待核" }, { "id": "YC31254", @@ -16032,28 +16072,31 @@ "id": "YC31262", "name": "Talking Computers", "url": "https://www.ycombinator.com/companies/talking-computers", - "cat": "C03", + "cat": "C01", "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：Real-time interaction models for voice agents", - "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": "研发面向语音Agent的多模态实时交互模型。", + "buyer": "语音Agent及交互AI研发团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "当前官网和YC强调模型研究，同页TC-1/Facility旧应用描述分开；交互性能、类人能力及自主性尚未独立测试。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-31262" + "YC-E-31262", + "AGENT-CAT-YC31262", + "AGENT-HOME-YC31262" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：研发面向语音Agent的多模态实时交互模型。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "AI" - ] + ], + "businessModel": "交互模型研究；模型许可、调用与应用收费比例待核" }, { "id": "YC31263", @@ -16837,32 +16880,46 @@ "id": "YC31343", "name": "Multiplier", "url": "https://www.ycombinator.com/companies/multiplier", - "cat": "C03", + "cat": "C07", "year": 2026, "team": 3, "location": "New York City, NY", - "business": "公司简介：Agent harnesses for asset 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": "结合机构数据、知识和Agent，为资产管理团队部署股票研究及组合管理平台。", + "buyer": "对冲基金及机构资产管理团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "当前面向金融买家，按行业专业应用归C07；WithAI与Multiplier同页沿革保留，客户资产规模不是公司收入，100K以上ARR仅自述且无日历时点。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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", + "price": "定制部署/咨询；本轮未取得公开套餐或已签收费拆分", + "stage": "YC自述已服务六家对冲基金；独立付费核验和收入合同待补", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-31343" + "YC-E-31343", + "AGENT-CAT-YC31343", + "AGENT-HOME-YC31343" ], - "revenueStatus": "unknown", - "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "revenueStatus": "self", + "profileOnly": false, + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：结合机构数据、知识和Agent，为资产管理团队部署股票研究及组合管理平台。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "Fintech", "Productivity", "Investing", "AI", "Stocks" - ] + ], + "businessModel": "金融研究软件与前线部署、定制连接及持续支持服务；合同拆分待核", + "directoryOrigin": "yc-2025-2026", + "entityBasis": "YC原WithAI发布、Multiplier现主营及multiplier.ai官网对应同一创始人和产品；精确法律注册和新旧品牌签约主体未独立核。", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-30", + "summary": "已读YC和官网金融工作台、数据连接及部署自述；未独立运行、测试投资效果或复现技术性能。", + "evidenceIds": [ + "AGENT-CAT-YC31343", + "AGENT-HOME-YC31343" + ] + } }, { "id": "YC31346", @@ -19182,26 +19239,29 @@ "id": "YC31518", "name": "Runtime", "url": "https://www.ycombinator.com/companies/runtime", - "cat": "C03", + "cat": "C07", "year": 2026, "team": 7, "location": "San Francisco", - "business": "公司简介：The AI agent harness for payment 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": "为金融科技支付、风险及合规团队将SOP转为有权限控制、审批和审计轨迹的Agent。", + "buyer": "金融科技公司的支付、风险及合规团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "当前官网/YC以支付及风险运营为主，同页编码Agent旧发布另列沿革；客户Rain估值、节约成本、交易量与创始人旧公司退出不归Runtime收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-31518" + "YC-E-31518", + "AGENT-CAT-YC31518", + "AGENT-HOME-YC31518" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", - "directoryTags": [] + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为金融科技支付、风险及合规团队将SOP转为有权限控制、审批和审计轨迹的Agent。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", + "directoryTags": [], + "businessModel": "行业Agent部署与运行软件；平台、实施与支持收费待拆分" }, { "id": "YC31520", @@ -19854,26 +19914,28 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：OpenRouter for Agent Tools", - "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Agent统一发现、付费及调用工具、数据、技能和API，并按任务路由到供应商。", + "buyer": "Agent开发者与工具/API供应商", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "Agentmuxer是当前产品名，旧个性化销售Demo业务保留沿革；预存余额、供应商采购与免费额度不当ARR。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-31557" + "YC-E-31557", + "AGENT-CAT-YC31557" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：为Agent统一发现、付费及调用工具、数据、技能和API，并按任务路由到供应商。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "Marketplace", "B2B", "AI" - ] + ], + "businessModel": "能力市场与按使用量工具路由，平台净收费和转付额待核" }, { "id": "YC31562", @@ -25913,26 +25975,28 @@ "year": 2026, "team": 2, "location": "Vancouver, Canada", - "business": "公司简介：Continuously improving evals for agentic commerce", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "通过购物Agent任务、验证者和动态问题构建电商评测与训练数据。", + "buyer": "购物Agent与电商AI研发团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "行业是电商，但当前交付为评测设施，非代运营销售服务；奖励、代币与旧项目吞吐量不当公司经常性收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-35521" + "YC-E-35521", + "AGENT-CAT-YC35521" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：通过购物Agent任务、验证者和动态问题构建电商评测与训练数据。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "Crypto / Web3", "Consumer Products", "AI" - ] + ], + "businessModel": "电商Agent基准与验证网络；奖励、数据及服务收费待核" }, { "id": "YC35522", @@ -26325,28 +26389,30 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：Turn any website into an MCP for your agents, in minutes", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "将网站和旧系统变成托管API/MCP，供Agent接入并管理鉴权和权限。", + "buyer": "Agent开发与企业系统集成团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "速度、价格、覆盖范围及自愈效果仅自述，本轮未打开所链接代码或独立复测；创始人过去F500项目不当当前公司客户或收入。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-36016" + "YC-E-36016", + "AGENT-CAT-YC36016" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：将网站和旧系统变成托管API/MCP，供Agent接入并管理鉴权和权限。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "Developer Tools", "B2B", "Workflow Automation", "API", "AI" - ] + ], + "businessModel": "网站接口生成、托管及连接设施，实际计费合同待核" }, { "id": "YC36048", @@ -26964,31 +27030,33 @@ "id": "YC36777", "name": "Sona8", "url": "https://www.ycombinator.com/companies/sona8", - "cat": "C03", + "cat": "C05", "year": 2026, "team": 5, "location": "San Francisco", - "business": "公司简介：Voice agents survey employees to map, improve & automate workflows", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "用语音Agent访谈员工、整理流程问题，并支持跨部门比较与改进追踪。", + "buyer": "咨询、企业转型、战略与企业发展团队", + "delivery": "YC主营及相关长简介已读；实际合同、交付与付费状态尚未独立核验。", + "notes": "按当前买家和访谈任务归企业工作；context layer/基础设施是后续方向，10000次访谈与签约咨询客户不等收入金额。 成立和团队字段仍为原YC快照，不当工商/最新人数核验。", "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-36777" + "YC-E-36777", + "AGENT-CAT-YC36777" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "主营简介的规则初分", + "classificationBasis": "2026-10-30人工复核YC当前主营及相关发布：用语音Agent访谈员工、整理流程问题，并支持跨部门比较与改进追踪。 按主要买家、任务及交付分类；Agent标签、功能实现或未来愿景不直接等运行基础设施。", "directoryTags": [ "HR Tech", "Infrastructure", "AI", "Conversational AI" - ] + ], + "businessModel": "企业流程研究/访谈软件，定制服务与后续上下文设施收费待核" }, { "id": "YC36840", @@ -33445,6 +33513,21 @@ "reason": "客户交易额不等Loops收费、净收入或经常性ARR", "bound": ">", "comparisonGroup": null + }, + { + "id": "MULTIPLIER-O-ARR", + "company": "YC31343", + "name": "Multiplier", + "kind": "WithAI/Multiplier发布自述ARR", + "value": 100000, + "unit": "原文$，币种待核", + "timing": "自述三个月后里程碑，未给日历财务截至日；2026-10-30读取", + "evidence": "AGENT-CAT-YC31343", + "scope": "公司整体", + "selection": "signal", + "reason": "公司发布自述，软件与定制部署/服务收入未拆；品牌/法律主体边界、币种和合同底表待核，不进入同期比较", + "bound": ">", + "comparisonGroup": null } ], "evidence": [ @@ -50475,6 +50558,347 @@ "kind": "机构名录访问缺项", "summary": "静态读取仅返回搜索/筛选外壳；浏览器导航和后续读取连续超时，未取得公司卡片全集。", "limitation": "不将定向详情页样本当完整SR005/006/007批次或2025—2026年公司目录；登录完整投资者资料仍未读取。" + }, + { + "id": "AGENT-CAT-YC30451", + "companyId": "YC30451", + "title": "BluejayAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/bluejay", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "模拟客户对话，测试、监控和评估语音及聊天Agent。 模拟规模与速度为自述；融资、招聘薪资和旧创业利润不是当前收入。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC30515", + "companyId": "YC30515", + "title": "Cashew LabsAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/cashew-labs", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "构建用于递归自我改进、可修改界面及模型后训练的工具。 当前简介为工具研发，同页Saffron Health转诊旧发布与现主营分开，不转移旧医疗效果或创始人此前客户收入。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC30549", + "companyId": "YC30549", + "title": "AirweaveAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/airweave", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "连接工作应用与私有数据源，为Agent提供可检索上下文、REST/MCP接口。 本轮只读YC，未打开所链接代码或SDK；不把开源宣传当已验证材料或独立性能。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC30606", + "companyId": "YC30606", + "title": "AcrelyAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/acrely", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "供企业构建和部署云端或本地语音Agent。 YC当前状态Inactive，停用原因和时间未知，不等依法注销。旧家居服务客服和地产排程发布与当前平台简介分开，六客户不等当前付费或收入。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC30625", + "companyId": "YC30625", + "title": "LLM StatsAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/llm-stats", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "提供模型基准、排行榜和评估服务，帮助比较AI系统表现。 同页保留ZeroEval开发工具旧发布；独立/防污染是机构页自述，未复现测试，不自动给本公司记第三方独立评测级别。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC30626", + "companyId": "YC30626", + "title": "ContextFortAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/contextfort", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "记录浏览器Agent动作并对高风险操作及跨站数据泄漏施加控制。 当前简介为浏览器安全，旧建筑图纸审查与RFI发布另属沿革，客户节省工期不作当前收入。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC30646", + "companyId": "YC30646", + "title": "HumworkAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/humwork", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "通过MCP/API将遇到难题的Agent接入实时人类领域专家。 匹配30秒、专业资质及可用性均为自述；专家交易额、旧语音产品分钟数和创始人2021旧创业不归新公司收入。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC30710", + "companyId": "YC30710", + "title": "ManufactAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/manufact", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "为MCP服务和应用提供云部署、鉴权、测试、监控及发布支持。 页面列原名mcp-use；星标、下载和创始人旧项目金额不等公司收入，本轮未打开代码、运行SDK或核官方推荐宣传。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC30740", + "companyId": "YC30740", + "title": "MetisAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/metis", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "为生产Agent可靠完成复杂任务提供运行基础设施。 YC状态Acquired，买方、交易金额和独立业务连续性本轮未核；不把被收购当收入或当前仍独立运营。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC30756", + "companyId": "YC30756", + "title": "NotteAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/notte", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "为Agent提供云浏览器会话、身份、代理、支付和相邻运行环境。 旧Nottelabs名称和工作流发布保留沿革；支付交易额、安全与性能宣传未独立核，不等公司收入。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC30782", + "companyId": "YC30782", + "title": "TectoAIAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/tectoai", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "帮助企业选择和引入AI工具，评估上线后的行为、合规及治理。 按当前主要买家与治理任务归企业工作，非通用Agent运行时；YC状态Inactive，原因与时间未核，官网读取超时。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC30859", + "companyId": "YC30859", + "title": "LocusAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/locus", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "为Agent提供资金访问、支付权限和支出限制，衔接支付及API工具。 同页Locus Founder是叠加基础设施的经营应用，不新增公司；标价和用户盈利承诺不作已实现公司收入，产品线须拆分。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC30960", + "companyId": "YC30960", + "title": "MetorialAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/metorial", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "连接和托管MCP工具，为员工、Agent及AI客户端提供权限治理和追踪。 Magic MCP集成数量、冷启动速度、部署数与可用性均为自述；不把接入量、旧公司项目或客户融资当收入。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC30986", + "companyId": "YC30986", + "title": "The HogAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/the-hog", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "以统一API提供网页搜索、人员和公司数据、研究、抓取与信号监测。 当前交付为API，旧GTM指挥台作为产品沿革；创始人把别家公司从900K到7M ARR的业绩不归The Hog。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC31200", + "companyId": "YC31200", + "title": "Ressl AIAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/ressl-ai", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "提供自主Agent训练、基准评估及部署平台。 简介较短，训练是否包含独立模型/环境销售未核；W2026批次不等成立年，原Founded 2025保留。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC31206", + "companyId": "YC31206", + "title": "Samora AIAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/samora-ai", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "托管多语言呼入/呼出Agent、工作流更新及人工升级接管。 客户无需自建呼叫或工程团队，按当前运营服务归C06；已付费、呼叫量及客户效果为自述，没有自身收入金额，不从用户数或收款改善推ARR。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC31217", + "companyId": "YC31217", + "title": "PolymathAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/polymath", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "构建真实工具和应用组成的长期任务模拟环境，用于训练与评估Agent。 Horizon-SWE分数是本公司基准自述，未读方法全文或复现；环境业务不按模型研究者履历直接归基础模型。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC31231", + "companyId": "YC31231", + "title": "AnchorheadAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/anchorhead", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "组织领域专家设计原始真实任务，提供定制Agent评测集及评分。 服务型评测不直接当纯软件订阅；基准构建、专家资质及评分质量未独立测试。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC31253", + "companyId": "YC31253", + "title": "MavenAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/maven", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "通过API让语音或聊天Agent在对话中收取卡支付并衔接支付网关。 不按电话客服买家归客服运营服务；支付金额和PCI合规宣传不等收入或已审计安全结论。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC31262", + "companyId": "YC31262", + "title": "Talking ComputersAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/talking-computers", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "研发面向语音Agent的多模态实时交互模型。 当前官网和YC强调模型研究，同页TC-1/Facility旧应用描述分开；交互性能、类人能力及自主性尚未独立测试。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC31343", + "companyId": "YC31343", + "title": "MultiplierAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/multiplier", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "结合机构数据、知识和Agent，为资产管理团队部署股票研究及组合管理平台。 当前面向金融买家，按行业专业应用归C07；WithAI与Multiplier同页沿革保留，客户资产规模不是公司收入，100K以上ARR仅自述且无日历时点。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC31518", + "companyId": "YC31518", + "title": "RuntimeAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/runtime", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "为金融科技支付、风险及合规团队将SOP转为有权限控制、审批和审计轨迹的Agent。 当前官网/YC以支付及风险运营为主，同页编码Agent旧发布另列沿革；客户Rain估值、节约成本、交易量与创始人旧公司退出不归Runtime收入。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC31557", + "companyId": "YC31557", + "title": "Amorphic LabsAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/amorphic-labs", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "为Agent统一发现、付费及调用工具、数据、技能和API，并按任务路由到供应商。 Agentmuxer是当前产品名，旧个性化销售Demo业务保留沿革；预存余额、供应商采购与免费额度不当ARR。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC35521", + "companyId": "YC35521", + "title": "ORO AIAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/oro-ai", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "通过购物Agent任务、验证者和动态问题构建电商评测与训练数据。 行业是电商，但当前交付为评测设施，非代运营销售服务；奖励、代币与旧项目吞吐量不当公司经常性收入。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC36016", + "companyId": "YC36016", + "title": "PomeradoAgent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/pomerado", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "将网站和旧系统变成托管API/MCP，供Agent接入并管理鉴权和权限。 速度、价格、覆盖范围及自愈效果仅自述，本轮未打开所链接代码或独立复测；创始人过去F500项目不当当前公司客户或收入。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-CAT-YC36777", + "companyId": "YC36777", + "title": "Sona8Agent设施初分类与业务沿革复核", + "url": "https://www.ycombinator.com/companies/sona8", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "YC官方页面中的公司自述复核", + "summary": "用语音Agent访谈员工、整理流程问题，并支持跨部门比较与改进追踪。 按当前买家和访谈任务归企业工作；context layer/基础设施是后续方向，10000次访谈与签约咨询客户不等收入金额。", + "limitation": "只据已读当前主营与相关发布判断，品牌与法律主体未独立核；未运行产品或复现性能，不将名录状态当依法注销、收购完成文件或持续收入证明。" + }, + { + "id": "AGENT-HOME-YC31343", + "companyId": "YC31343", + "title": "官网资产管理AI平台及服务", + "url": "https://www.multiplier.ai/", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "公司官方资料", + "summary": "机构研究平台结合客户数据、模型、连接与white-glove部署，官网当前定位与YC金融买家一致。", + "limitation": "连接方和投资人标识不证明实际付费，数据使用许可、法律运营者、报价及收入合同未核。" + }, + { + "id": "AGENT-HOME-YC31518", + "companyId": "YC31518", + "title": "Runtime当前支付风险运营交付", + "url": "https://www.runtm.com/", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "公司官方资料", + "summary": "当前官网描述支付/风险团队Agent，在客户云中以审批、权限和审计处理业务。", + "limitation": "客户估值、节省成本与网页转款演示不是Runtime收入；安全及性能宣传未独立验证。" + }, + { + "id": "AGENT-HOME-YC31262", + "companyId": "YC31262", + "title": "Talking Computers当前交互模型研究", + "url": "https://talkingcomputers.ai/", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "公司官方资料", + "summary": "官网自述隐身期AI研究实验室，研发面向语音Agent的多模态交互模型。", + "limitation": "类人性和性能前沿为公司宣传，无独立测评；不把同页旧Facility应用直接当当前主营。" + }, + { + "id": "AGENT-HOME-YC31206", + "companyId": "YC31206", + "title": "Samora托管语音运营", + "url": "https://samora.ai/", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "公司官方资料", + "summary": "官网描述呼叫设计、测试、部署、监控和人工接管，由Samora承担运营环节。", + "limitation": "客户标识、累计呼叫及性能宣传不等自身收入；当前付费和人工支持成本未独立核。" + }, + { + "id": "AGENT-HOME-YC30782", + "companyId": "YC30782", + "title": "Tecto官网读取缺项", + "url": "https://www.tecto.ai/", + "publishedAt": null, + "accessedAt": "2026-10-30", + "kind": "公司官网访问缺项", + "summary": "官网直达超时，未取得当前正文。", + "limitation": "不把访问失败当停业证明；YC Inactive状态单列，当前合同及经营状态未知。" } ], "reviews": [ @@ -52760,6 +53184,87 @@ "SR25-DIRECTORY-ACCESS" ], "handling": "保留目录外壳及浏览器超时缺项，8项来自公开详情页定向核查；收入声明不作独立验证，未补币种和日历时点前均不进入同期分布。" + }, + { + "id": "AGENT-CAT-R-26", + "type": "Agent设施与实际交付分类复核", + "company": "原Agent设施规则初分中的26家公司", + "scope": "companies", + "companyIds": [ + "YC30451", + "YC30515", + "YC30549", + "YC30606", + "YC30625", + "YC30626", + "YC30646", + "YC30710", + "YC30740", + "YC30756", + "YC30782", + "YC30859", + "YC30960", + "YC30986", + "YC31200", + "YC31206", + "YC31217", + "YC31231", + "YC31253", + "YC31262", + "YC31518", + "YC31557", + "YC35521", + "YC36016", + "YC36777" + ], + "summary": "26项均重读YC当前主营及相关发布：20项保留C03，6项移为模型、呼叫运营、行业金融或企业流程应用；Multiplier成立/品牌和收入单列，本记录关联其余25项。", + "evidenceIds": [ + "AGENT-CAT-YC30451", + "AGENT-CAT-YC30515", + "AGENT-CAT-YC30549", + "AGENT-CAT-YC30606", + "AGENT-CAT-YC30625", + "AGENT-CAT-YC30626", + "AGENT-CAT-YC30646", + "AGENT-CAT-YC30710", + "AGENT-CAT-YC30740", + "AGENT-CAT-YC30756", + "AGENT-CAT-YC30782", + "AGENT-CAT-YC30859", + "AGENT-CAT-YC30960", + "AGENT-CAT-YC30986", + "AGENT-CAT-YC31200", + "AGENT-CAT-YC31206", + "AGENT-CAT-YC31217", + "AGENT-CAT-YC31231", + "AGENT-CAT-YC31253", + "AGENT-CAT-YC31262", + "AGENT-CAT-YC31518", + "AGENT-CAT-YC31557", + "AGENT-CAT-YC35521", + "AGENT-CAT-YC36016", + "AGENT-CAT-YC36777", + "AGENT-HOME-YC31518", + "AGENT-HOME-YC31262", + "AGENT-HOME-YC31206", + "AGENT-HOME-YC30782" + ], + "handling": "法律主体、实际交付和技术性能未独立核；Tecto/Acrely的Inactive与Metis的Acquired注明来源，不推断注销或持续经营。旧发布、标价、客户项目及创始人历史业绩不作公司收入。" + }, + { + "id": "MULTIPLIER-R-COHORT", + "type": "金融专业交付、品牌沿革与收入口径", + "company": "Multiplier", + "scope": "companies", + "companyIds": [ + "YC31343" + ], + "summary": "从目录深化为金融研究软件加定制部署的个案，YC旧WithAI发布与当前Multiplier官网对应；保留原始2026成立快照，精确主体未核。", + "evidenceIds": [ + "AGENT-CAT-YC31343", + "AGENT-HOME-YC31343" + ], + "handling": "100K以上ARR仅自述，未给日历截至日或币种，不纳入同期收入；六基金使用、250M—5B客户资产范围和客户效率不是公司ARR。保留原始目录来源，不新增第二家公司。" } ], "coverage": { diff --git a/content/research/ai-companies.sources.json b/content/research/ai-companies.sources.json index fefe21c..e58dca1 100644 --- a/content/research/ai-companies.sources.json +++ b/content/research/ai-companies.sources.json @@ -1,5 +1,5 @@ { - "version": "2026-10-30-36", + "version": "2026-10-30-37", "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23条深化为个案并保留来源；当前基础项177条主营分类人工复核。Dayjob成立/转型冲突已留缺；继续核其余资料与财务，客户收益、代采货值不当公司ARR。", + "nextCheck": "原新增目录中24条深化为个案并保留来源；当前基础项202条主营分类人工复核。26项Agent设施规则初分已逐项重读，6项按交付移类；Inactive/Acquired、历史发布与现主营、Multiplier客户资产与自身ARR边界注明。继续核其余资料、经营状态与财务，保留原始审计，不把客户收益或采购/交易量当收入。", "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 cd78690..3c9d211 100644 --- a/content/research/ai-income-analysis.json +++ b/content/research/ai-income-analysis.json @@ -1,5 +1,5 @@ { - "sourceVersion": "2026-10-30-speedrun-2025-models-1", + "sourceVersion": "2026-10-30-agent-classification-1", "asOf": "2026-10-30", "metric": "platform-mrr-usd", "sampleUnit": "product-or-business",