research: separate enterprise workflows and speech model evidence

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, 1874);
-  assert.equal(research.observations.length, 237);
+  assert.equal(research.evidence.length, 1898);
+  assert.equal(research.observations.length, 240);
   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);

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, 1874);
-    assert.equal(initial.observations.length, 237);
+    assert.equal(initial.evidence.length, 1898);
+    assert.equal(initial.observations.length, 240);
     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, 116);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 118);
   assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 12);
   assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 44);
   const review = snapshot.reviews.find((r) => r.id === "R4")!;
@@ -101,8 +101,8 @@ test("disclosure counts exclude client income, biographies, targets and duplicat
 
 test("technical reviews keep accessible materials separate from tested capabilities", () => {
   const snapshot = structuredClone(seed) as ResearchSnapshot;
-  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 59);
-  assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 9);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 60);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 10);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1);
   assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown");
   assert.match(snapshot.companies.find((c) => c.id === "AI051")!.technicalReview!.testScope!, /Sep 2026/);

content/research/ai-companies.sources.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-31-2",
+  "version": "2026-10-31-3",
   "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31条深化为个案并保留来源；当前基础项408条主营分类人工复核。本轮原C05首批15项：5项暂留通用工作、10项按现交付迁移，Rebolt官网已转航空维修而YC仍为Company OS；Percival标Inactive，短简介和旧发布差异保留。无新增可比收入。C05尚余74项规则初分、C07及其他非人工资料仍待核；主体、财务及技术逐项推进，不把主营复核当完整来源覆盖。",
+      "nextCheck": "原新增目录32条深化为个案并保留来源；基础项422条主营人工复核。原C05累计30项已复核，8项暂留通用、22项迁移。Pollen现金融专业工作、Freya项目交付/模型材料双线及Rovr Inactive另记；Codyco酒店预订、Imagine客户归因收入、Trelium前项目ARR排除。原C05尚余59项规则初分；C07及其他非人工资料、主体、技术与财务仍待核，不把分类或公开材料可访问当完整覆盖或独立评测。",
       "limitation": "批次不等于成立年；不代表全部公司"
     },
     {

content/research/ai-income-analysis.json

@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-31-enterprise-1",
+  "sourceVersion": "2026-10-31-enterprise-2",
   "asOf": "2026-10-31",
   "metric": "platform-mrr-usd",
   "sampleUnit": "product-or-business",