research: link Sava trust workflows and review service revenue boundaries

apps/docs/scripts/auth-cli.ts

@@ -182,9 +182,9 @@ async function main() {
   assert.equal(researchResponse.status, 200, "authenticated research API");
   assert.ok(researchResponse.headers.get("cache-control")?.includes("no-store"));
   const research = await researchResponse.json();
-  assert.equal(research.companies.length, 1189);
+  assert.equal(research.companies.length, 1190);
   assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 4434);
+  assert.equal(research.evidence.length, 4443);
   assert.equal(research.observations.length, 453);
   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 });

apps/docs/tests/research.test.ts

@@ -104,8 +104,8 @@ test("research revisions share the authentication database and preserve replay l
     for (let i = 0; i < 20; i++) consumeCode(config, "invalid");
     assert.equal(consumeCode(config, "invalid"), "limited");
     const initial = readResearchSnapshot();
-    assert.equal(initial.companies.length, 1189);
-    assert.equal(initial.evidence.length, 4434);
+    assert.equal(initial.companies.length, 1190);
+    assert.equal(initial.evidence.length, 4443);
     assert.equal(initial.observations.length, 453);
     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");
@@ -145,8 +145,8 @@ 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, 200);
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 115);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 201);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 116);
   assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 44);
   const review = snapshot.reviews.find((r) => r.id === "R4")!;
   assert.deepEqual(reviewCompanyIds(snapshot, review), ["AI007", "AI013", "AI021", "AI034"]);
@@ -166,11 +166,11 @@ test("reviews link explicit companies without turning global or excluded cases i
 test("disclosure counts exclude client income, biographies, targets and duplicate milestones", () => {
   const snapshot = seed as ResearchSnapshot;
   const summary = categorySummary(snapshot);
-  assert.equal(summary.reduce((n, c) => n + c.count, 0), 1189);
+  assert.equal(summary.reduce((n, c) => n + c.count, 0), 1190);
   assert.equal(summary.reduce((n, c) => n + c.self, 0), 58);
   assert.equal(summary.reduce((n, c) => n + c.estimate, 0), 2);
   assert.equal(summary.reduce((n, c) => n + c.platform, 0), 19);
-  assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 1110);
+  assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 1111);
   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"));
@@ -205,7 +205,7 @@ test("service run rates, legacy freight revenue and paid adoption do not become
 
 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, 174);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 175);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 25);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1);
   assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown");
@@ -609,8 +609,8 @@ test("the third uncertain cohort retains shutdowns, unknown scale and mixed data
   const original = coverageAudit.records.filter((r) => r.status === "ai-unclear").slice(48, 72);
   assert.equal(batch.complete, false);
   assert.deepEqual(batch.records.map((r) => r.url), original.map((r) => r.source));
-  assert.equal(batch.records.filter((r) => r.status === "linked").length, 12);
-  assert.equal(batch.records.filter((r) => r.status === "pending-ai").length, 12);
+  assert.equal(batch.records.filter((r) => r.status === "linked").length, 13);
+  assert.equal(batch.records.filter((r) => r.status === "pending-ai").length, 11);
   for (const name of ["Voltair", "Mirabelle", "ZeroSettle", "Kyten Technologies"]) {
     assert.equal(batch.records.find((r) => r.name === name)!.companyId, undefined);
   }
@@ -790,8 +790,8 @@ test("all original AI-unclear candidates retain a unique follow-up without count
   assert.equal(rows.length, 192);
   assert.equal(new Set(rows.map((r) => r.url)).size, 192);
   assert.deepEqual(rows.map((r) => r.url), original.map((r) => r.source));
-  assert.equal(rows.filter((r) => r.status === "linked").length, 111);
-  assert.equal(rows.filter((r) => r.status === "pending-ai").length, 81);
+  assert.equal(rows.filter((r) => r.status === "linked").length, 112);
+  assert.equal(rows.filter((r) => r.status === "pending-ai").length, 80);
   assert.equal(snapshot.directoryRechecks!.filter((r) => r.ycId === 36088).length, 1);
   const everyapp = rows.find((r) => r.name === "EveryApp")!;
   assert.equal(everyapp.companyId, "AI074");

content/research/ai-companies.seed.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-31-yc-ai-revisit-4",
+  "version": "2026-10-31-yc-ai-revisit-5",
   "asOf": "2026-10-31",
   "scope": "全球公开资料研究：保留首批个案，并扩展核查2025—2026八个YC批次候选池；成立年份以官方公司页面字段为依据。",
   "limitations": [
@@ -37306,6 +37306,45 @@
           "YCAIRE3-DEEP-REPO"
         ]
       }
+    },
+    {
+      "id": "YC30964",
+      "name": "Sava Trust Company",
+      "url": "https://www.ycombinator.com/companies/sava-trust-company",
+      "channel": "S01",
+      "cat": "C07",
+      "year": 2025,
+      "team": 8,
+      "location": "New York；受托子公司自述Nevada",
+      "business": "AI辅助信托行政：文书、合规与账务流程由Agent处理，人工信托官审核并承担受托责任。",
+      "buyer": "信托家庭、律师、财务顾问与信托官",
+      "delivery": "信托行政软件加人工/受托服务，公司自述已推出；嵌入式API仍开发中。",
+      "notes": "公司原始发布补足AI核心任务描述，尚无公开技术产物或独立效果验证。软件母体Sava与受托子公司Sava Trust Company, LLC按同业务链记录，不能将受托资产/旧机构AUM或融资当收入；实际客户、合同和净软件收入待核。",
+      "cohort": "2025成立据既有YC公司自述，法律注册待核；2026-10发布非成立证据",
+      "teamBasis": "既有YC2026-10-31自报Team8；本轮YC无正文不称实时人数复核",
+      "price": "公司发布称按每个信托固定年费，未给金额；软件/人工/受托服务分摊待核",
+      "stage": "2026-10-28公司宣布推出，独立经营、特许登记及实际部署未独立核验；API开发中",
+      "sourceType": "既有YC公司自述及公司发布者原始新闻稿",
+      "evidenceIds": [
+        "UNCLEAR3-30964-YC",
+        "UNCLEAR3-30964-LAUNCH1",
+        "UNCLEAR3-30964-HOME",
+        "YCAIRE5-SAVA-PRESS",
+        "YCAIRE5-SAVA-ACCESS"
+      ],
+      "revenueStatus": "unknown",
+      "businessModel": "按信托年度固定服务费；含软件、人工审核与受托服务，净软件占比待核",
+      "entityBasis": "按YC品牌业务链关联；公司稿称母体研发软件、Nevada LLC子公司提供受托服务，注册/股权与特许详情未独立核验",
+      "classificationBasis": "按当前信托行政专业金融交付归C07；不将全部年度受托费归软件ARR",
+      "extraUrl": "https://www.savatrustcompany.com/",
+      "technicalReview": {
+        "level": "description",
+        "reviewedAt": "2026-10-31",
+        "summary": "公司稿明确Agent任务与人工审核，未取得架构/公开代码或独立测试；开户速度与减少错误为自述目标，API仍开发中。",
+        "evidenceIds": [
+          "YCAIRE5-SAVA-PRESS"
+        ]
+      }
     }
   ],
   "observations": [
@@ -93199,6 +93238,105 @@
       "kind": "公司/政府原始资料及访问边界",
       "summary": "公司新闻稿正文称获DFSA原则性批准并融资450万美元；创始人旧Huspy处理70余亿美元交易及埃及汇款市场规模分别出现。",
       "limitation": "公司稿不是监管原始登记，原则批准不扩大为正式全部许可；融资、前公司交易额与目标市场体量不是Munify收入或ARR。首页列表日期与正文25日差异不用于推注册年。"
+    },
+    {
+      "id": "YCAIRE5-RUVO-PRICE",
+      "companyId": null,
+      "title": "Ruvo当前交易费率及客户收益边界",
+      "url": "https://ruvo.com/pricing",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司/投资方原始资料及访问边界",
+      "summary": "当前价表无维护费，按转换/转账收取费用：雷亚尔转美元0.5%、反向个人0.9%/企业0.3%，其他币种刷卡1%；客户余额收益为最高4.3%可变年率。",
+      "limitation": "报价不是已收净收入，交易本金/客户余额及收益不属于平台ARR；免费收款不等平台无收入，合作方分成及合同待核。税费说法仅记录厂商描述，不作独立税务核验。"
+    },
+    {
+      "id": "YCAIRE5-RUVO-TERMS",
+      "companyId": null,
+      "title": "Ruvo/Cacao法律运营链自述",
+      "url": "https://ruvo.com/terms",
+      "publishedAt": "2026-09-22",
+      "accessedAt": "2026-10-31",
+      "kind": "公司/投资方原始资料及访问边界",
+      "summary": "条款列Ruvo Financial Inc.由Cacao Financial Intermediate Holdings LLC持有，再由Cacao Financial Holdings Limited持有，描述自托管钱包及第三方金融基础设施。",
+      "limitation": "条款自述加强品牌/集团对应，但不是实时登记或独立财务；集团/运营子公司不重复计公司，客户资产不归平台营收，金融工作流不证明AI主营。"
+    },
+    {
+      "id": "YCAIRE5-SELFIN-LI",
+      "companyId": null,
+      "title": "Selfin当前机构交易交付与旧路线",
+      "url": "https://www.linkedin.com/company/selfinltd",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司/投资方原始资料及访问边界",
+      "summary": "原公司页自报2025，当前为事件风险/预测市场机构流动性，创始人说明电子交易台连接订单与潜在流动性提供者，反链selfin.app。",
+      "limitation": "示例大额交易/敞口不是实际成交、平台净费或ARR；机器学习specialty和AI算力客户讨论不证当前面客AI交付。原域本轮仍无正文，旧AI助手路线不直接当现业务。"
+    },
+    {
+      "id": "YCAIRE5-SELFIN-INVEST",
+      "companyId": null,
+      "title": "Selfin投资机构原始旧AI银行定位",
+      "url": "https://www.rippleimpactinvestments.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司/投资方原始资料及访问边界",
+      "summary": "投资机构组合页将同名Selfin反链selfin.app，描述聚合消费金融产品与AI优化个人财务的路线。",
+      "limitation": "原始投资方自述但无业务截至日；与公司较新机构流动性定位并列，不将旧规划当当前AI产品，投资关系/组合规模不证明收入。"
+    },
+    {
+      "id": "YCAIRE5-SAVA-PRESS",
+      "companyId": "YC30964",
+      "title": "Sava公司发布的AI信托服务与主体分工",
+      "url": "https://www.prnewswire.com/news-releases/sava-raises-10-million-and-launches-sava-trust-company-an-ai-native-nevada-chartered-trust-company-302921562.html",
+      "publishedAt": "2026-10-28",
+      "accessedAt": "2026-10-31",
+      "kind": "公司/投资方原始资料及访问边界",
+      "summary": "发布者为Sava Trust Company，说明AI Agent处理信托文书/合规/账务并由人工信托官审核，按信托收固定年费；软件母体与受托子公司分工，另披露1000万美元融资，API仍开发中。",
+      "limitation": "公司新闻稿非独立测试/监管登记。未给收费金额、付费数或ARR，融资、行业资产及人员旧机构AUM不归本公司；受托/人工与软件净费需拆分，API规划不当已开放。"
+    },
+    {
+      "id": "YCAIRE5-SAVA-ACCESS",
+      "companyId": "YC30964",
+      "title": "Sava官网与当轮YC访问限制",
+      "url": "https://www.savatrustcompany.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司/投资方原始资料及访问边界",
+      "summary": "本轮www及根域直达均不可读；YC当前直达也未返回可读正文，旧YC成立2025/团队8自报证据保留。新AI任务依据发布者原始新闻稿。",
+      "limitation": "不把不可读当公司关闭或当已读官网，未独立复核注册/特许牌照；公司化与子公司注册时点待核，不以2026新闻发布重置成立年份。"
+    },
+    {
+      "id": "YCAIRE5-GENERAL-HOME",
+      "companyId": null,
+      "title": "General Astronautics官网当前及索引正文差异",
+      "url": "https://generalastro.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司/投资方原始资料及访问边界",
+      "summary": "原域当前直达只有招聘/联系入口，搜索索引可读较长机器人太空制造愿景，提到感知/决策及轨道实验自动化。",
+      "limitation": "缓存与当前正文分列，愿景并非已部署证明；当前反链招聘跳Ashby未能读取，未据失败推停业。暂无具体AI交付/收费或独立运行结果。"
+    },
+    {
+      "id": "YCAIRE5-GENERAL-YC",
+      "companyId": null,
+      "title": "General Astronautics当前YC产品与成立字段",
+      "url": "https://www.ycombinator.com/companies/generalastro",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司/投资方原始资料及访问边界",
+      "summary": "本轮YC正文可读，仍为太空科研/制造自主机器人，创始人为Bram Schork；公司字段自报2025、Team4，批次2026。",
+      "limitation": "批次不覆盖成立年份；宇航员工时成本/微重力研究效益不是公司收入，superintelligent口号和自主实验流程未补足当前AI模型证据。"
+    },
+    {
+      "id": "YCAIRE5-GENERAL-LI",
+      "companyId": null,
+      "title": "General Astronautics公司页与活动边界",
+      "url": "https://www.linkedin.com/company/generalastronautics",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司/投资方原始资料及访问边界",
+      "summary": "公司页反链generalastro.com，列微重力研究/制造机器人及2—10人；发布参会、赞助与招聘动态。",
+      "limitation": "关联账号不等精确员工数，NASA人员参加同一活动/致辞和公司参会不作政府采购、合同或产品实测证据；未取得具体AI架构或实际收入。"
     }
   ],
   "reviews": [
@@ -101322,6 +101460,40 @@
         "YCAIRE4-MUNIFY-PRESS"
       ],
       "handling": "继续AI主营待核；不年化未知周期报价，不把客户资金、融资、Huspy交易或市场规模作ARR。原则性批准公司自述不等已正式全面持牌，产品Soon/下载阶段并存不等各地实际可用；待净费分摊、实际合同及AI产品证据。"
+    },
+    {
+      "id": "YCAIRE5-R-CURRENT",
+      "type": "现产品与旧路线、品牌及活动归属",
+      "company": "Ruvo / Selfin / General Astronautics / Sava",
+      "scope": "dataset",
+      "summary": "补Ruvo/Cacao条款控股链、Selfin旧AI理财与当前机构流动性区别、General原站/索引和活动边界；Sava新原始发布补足AI任务。",
+      "evidenceIds": [
+        "YCAIRE5-RUVO-PRICE",
+        "YCAIRE5-RUVO-TERMS",
+        "YCAIRE5-SELFIN-LI",
+        "YCAIRE5-SELFIN-INVEST",
+        "YCAIRE5-SAVA-PRESS",
+        "YCAIRE5-SAVA-ACCESS",
+        "YCAIRE5-GENERAL-HOME",
+        "YCAIRE5-GENERAL-YC",
+        "YCAIRE5-GENERAL-LI"
+      ],
+      "handling": "Sava关联C07，另三项继续pending-ai。自托管客户资产/收益、名义交易、宇航员工时及政府参会致辞不作自身收入或订单；访问失败/旧愿景不证停业或当前AI部署，不回写原发现计数。"
+    },
+    {
+      "id": "YCAIRE5-R-SAVA-MODEL",
+      "type": "AI信托服务的年费与受托责任初评",
+      "company": "Sava Trust Company",
+      "scope": "companies",
+      "companyIds": [
+        "YC30964"
+      ],
+      "summary": "年度按信托固定收费，软件Agent提升行政流程效率，人工信托官审核和受托责任仍在；以服务合同量扩展，不能只按软件席位估收入。",
+      "evidenceIds": [
+        "YCAIRE5-SAVA-PRESS",
+        "UNCLEAR3-30964-YC"
+      ],
+      "handling": "初评关注每个信托的服务工时、异常/责任成本、合同期限/退出退款、合规与受托实体分摊。金额、实际合同/客户/留存及净软件占比均缺，不给毛利/ARR估算；融资与行业/旧机构AUM排除，技术仅公司描述。"
     }
   ],
   "coverage": {
@@ -104404,9 +104576,11 @@
           "evidenceIds": [
             "UNCLEAR2-30798-YC",
             "UNCLEAR2-30798-LAUNCH1",
-            "UNCLEAR2-30798-HOME"
+            "UNCLEAR2-30798-HOME",
+            "YCAIRE5-RUVO-PRICE",
+            "YCAIRE5-RUVO-TERMS"
           ],
-          "note": "原ai-unclear，YC当前自报2025成立。Ruvo/Cacao同一YC业务链为美元/雷亚尔账户与支付；币种转换和自动结算不等AI主营，历史费率与客户资金不作ARR。 未入公司表，继续AI主营待核，不是确认范围外或成立年缺失。"
+          "note": "原ai-unclear，YC当前自报2025成立。Ruvo/Cacao同一YC业务链为美元/雷亚尔账户与支付；币种转换和自动结算不等AI主营，历史费率与客户资金不作ARR。 未入公司表，继续AI主营待核，不是确认范围外或成立年缺失。 后续条款列Ruvo Financial Inc./Cacao两级控股，补品牌法律链自述但非独立登记；现按交易收费、无维护费，客户4.3%可变收益不是平台ARR，实际净费和AI交付未核。"
         },
         {
           "id": "YC-AI2-30821",
@@ -104532,9 +104706,11 @@
           "evidenceIds": [
             "UNCLEAR2-30922-YC",
             "UNCLEAR2-30922-LAUNCH1",
-            "UNCLEAR2-30922-HOME"
+            "UNCLEAR2-30922-HOME",
+            "YCAIRE5-SELFIN-LI",
+            "YCAIRE5-SELFIN-INVEST"
           ],
-          "note": "原ai-unclear，YC当前自报2025成立。预测市场流动性及事件风险合同；服务AI云客户的风险示例不证明Selfin自身AI主营，合约资金、名义敞口和估值目标不等公司收入。 未入公司表，继续AI主营待核，不是确认范围外或成立年缺失。"
+          "note": "原ai-unclear，YC当前自报2025成立。预测市场流动性及事件风险合同；服务AI云客户的风险示例不证明Selfin自身AI主营，合约资金、名义敞口和估值目标不等公司收入。 未入公司表，继续AI主营待核，不是确认范围外或成立年缺失。 后续投资方原组合页旧AI银行/个人理财路线与公司较新机构流动性电子交易台定位分列，原域仍无正文。大额交易示例/客户AI算力敞口不是成交或自身AI主营，合同净费待核。"
         },
         {
           "id": "YC-AI2-30933",
@@ -104585,13 +104761,16 @@
           "categoryId": "C07",
           "kind": "company",
           "profileStatus": "readable",
-          "status": "pending-ai",
+          "status": "linked",
           "evidenceIds": [
             "UNCLEAR3-30964-YC",
             "UNCLEAR3-30964-LAUNCH1",
-            "UNCLEAR3-30964-HOME"
+            "UNCLEAR3-30964-HOME",
+            "YCAIRE5-SAVA-PRESS",
+            "YCAIRE5-SAVA-ACCESS"
           ],
-          "note": "原ai-unclear，YC自报2025年成立。信托与遗产服务；当前YC和极短发布未给AI核心任务，官网无法读取，继续待核。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。"
+          "note": "原ai-unclear初查仅信托短描述；后续2026-10-28发布者原始新闻稿明确AI Agent信托行政任务并经人工信托官审核，按专业金融服务C07关联。原YC公司自报2025/Team8保留，当前直达官网不可读/YC无正文，不称本轮注册复核。软件母体与受托LLC分列但不重复计公司，固定年费含受托/人工、金额/合同/付费数/实际ARR仍缺；融资/市场及旧机构AUM不归本公司。",
+          "companyId": "YC30964"
         },
         {
           "id": "YC-AI3-30973",
@@ -104604,9 +104783,12 @@
           "evidenceIds": [
             "UNCLEAR3-30973-YC",
             "UNCLEAR3-30973-LAUNCH1",
-            "UNCLEAR3-30973-HOME"
+            "UNCLEAR3-30973-HOME",
+            "YCAIRE5-GENERAL-HOME",
+            "YCAIRE5-GENERAL-YC",
+            "YCAIRE5-GENERAL-LI"
           ],
-          "note": "原ai-unclear，YC自报2025年成立。太空实验/制造机器人，当前口号含superintelligent，但官网只有联系入口，历史仅自主实验流程；学习模型/AI核心业务仍需补证。宇航员工时成本不作公司收入。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。"
+          "note": "原ai-unclear，YC自报2025年成立。太空实验/制造机器人，当前口号含superintelligent，但官网只有联系入口，历史仅自主实验流程；学习模型/AI核心业务仍需补证。宇航员工时成本不作公司收入。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。 后续YC原文仍自报2025/4人；原域直达短页与索引长愿景不同，招聘跳转不可读。公司参会/赞助和NASA人员致辞不等采购；感知决策愿景、旧机构研究或宇航员工时不替AI产品与收入证据。"
         },
         {
           "id": "YC-AI3-30978",
@@ -114935,6 +115117,20 @@
         "YCAIRE3-DEEP-REPO"
       ],
       "reason": "原初查只有口号，后续公司发布、模型卡及反链推理仓库明确AI模型研发，按C01关联。公开产物未独立验证，保留YC2025自报/法律与商业合同缺项；不回写原1428/928发现快照。"
+    },
+    {
+      "ycId": 30964,
+      "originalStatus": "ai-unclear",
+      "companyId": "YC30964",
+      "reviewedAt": "2026-10-31",
+      "evidenceIds": [
+        "UNCLEAR3-30964-YC",
+        "UNCLEAR3-30964-LAUNCH1",
+        "UNCLEAR3-30964-HOME",
+        "YCAIRE5-SAVA-PRESS",
+        "YCAIRE5-SAVA-ACCESS"
+      ],
+      "reason": "原始公司发布明确Agent信托行政流程及人工受托审核，补足AI任务后C07关联；保留既有YC2025/8人自报，注册/特许与软件母体-服务子公司分摊待核。原1428/928发现快照不改，融资与资产规模非收入。"
     }
   ]
 }

content/research/ai-income-analysis.json

@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-31-yc-ai-revisit-4",
+  "sourceVersion": "2026-10-31-yc-ai-revisit-5",
   "asOf": "2026-10-31",
   "metric": "platform-mrr-usd",
   "sampleUnit": "product-or-business",