Expand Chinese SME AI delivery models and physical-AI candidates

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, 1029);
+  assert.equal(research.companies.length, 1031);
   assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 1412);
+  assert.equal(research.evidence.length, 1424);
   assert.equal(research.observations.length, 192);
   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

@@ -23,8 +23,8 @@ 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, 1029);
-    assert.equal(initial.evidence.length, 1412);
+    assert.equal(initial.companies.length, 1031);
+    assert.equal(initial.evidence.length, 1424);
     assert.equal(initial.observations.length, 192);
     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");
@@ -64,9 +64,9 @@ 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, 74);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 76);
   assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 10);
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 37);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 38);
   const review = snapshot.reviews.find((r) => r.id === "R4")!;
   assert.deepEqual(reviewCompanyIds(snapshot, review), ["AI007", "AI013", "AI021", "AI034"]);
   assert.deepEqual(reviewCompanyIds(snapshot, snapshot.reviews.find((r) => r.id === "CN-R-PSI")!), []);
@@ -85,11 +85,11 @@ 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), 1029);
+  assert.equal(summary.reduce((n, c) => n + c.count, 0), 1031);
   assert.equal(summary.reduce((n, c) => n + c.self, 0), 28);
   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), 983);
+  assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 985);
   assert.equal(snapshot.companies.find((c) => c.name === "Rork")?.revenueStatus, "unknown");
   assert.equal(snapshot.companies.find((c) => c.name === "Result")?.revenueStatus, "unknown");
   assert.ok(snapshot.observations.filter((o) => o.selection === "signal").every((o) => o.scope === "公司整体"));
@@ -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, 28);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 30);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 7);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1);
   assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown");
@@ -307,7 +307,7 @@ test("unreconciled directory financials remain source reviews instead of income
   assert.ok(review.evidenceIds.includes("PH-TANA-DR"));
   assert.equal(reviewCompanyIds(snapshot, review).length, 0);
   assert.ok(!snapshot.observations.some((o) => o.evidence === "PH-TANA-DR"));
-  assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 10);
+  assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 13);
 });
 
 test("product pivots and founder histories do not become new company years or current revenue", () => {

content/research/ai-companies.seed.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-30-tc-p56-1",
+  "version": "2026-10-30-cn-sme-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": [
@@ -29279,6 +29279,82 @@
           "AIMOGA-WRC"
         ]
       }
+    },
+    {
+      "id": "AI086",
+      "name": "企智芯",
+      "url": "https://vipqzx.com/",
+      "cat": "C05",
+      "year": 2025,
+      "team": null,
+      "location": "中国北京（公司官网自述）",
+      "business": "面向企业将AI文案、SCRM、人事、财务与项目工作流集成到管理软件。",
+      "buyer": "企业管理、运营及业务团队；具体付费客户未核",
+      "delivery": "公开模块说明和流程演示；本轮未登录或实际运行。",
+      "cohort": "官网自述2025年成立，精确注册未独立核验",
+      "teamBasis": "本轮未取得完整员工数，不以官网团队背景、案例或服务客户数字代替",
+      "price": "本轮未取得明确收费标准或签约价格",
+      "stage": "官网公开产品/服务，成立与能力为公司自述，未核实际履约及收入",
+      "sourceType": "公司官网定向检索及公开原始自述",
+      "revenueStatus": "unknown",
+      "evidenceIds": [
+        "QZX-ABOUT",
+        "QZX-HOME"
+      ],
+      "notes": "采用和效率宣传缺少底表；流程演示中的合同、收款、利润与客户经营数据不作企智芯收入。",
+      "businessModel": "企业管理软件及AI功能；收费、部署与实施合同未核，不能先定为已实现订阅ARR",
+      "entityBasis": "官网关于页及页脚列企智芯（北京）科技有限公司；未独立核验注册代码及域名归属链。",
+      "classificationBasis": "按企业经营与通用工作流交付归C05；面向业务用户的落地服务不按技术术语归为模型基础设施。",
+      "technicalReview": {
+        "level": "description",
+        "reviewedAt": "2026-10-30",
+        "summary": "已读官网模块与AI功能自述；未核独立测试、实际客户验收或源代码。",
+        "evidenceIds": [
+          "QZX-ABOUT",
+          "QZX-HOME"
+        ]
+      }
+    },
+    {
+      "id": "AI087",
+      "name": "九昇智能（NineRise Intelligence）",
+      "url": "https://www.9shengai.com/",
+      "cat": "C05",
+      "year": 2025,
+      "team": null,
+      "location": "中国杭州（官网自述南湖未来科学园）",
+      "business": "以诊断咨询、企业培训、智能体定制与持续陪跑帮助中小企业部署AI业务流程。",
+      "buyer": "中小企业经营团队，另承接政企与私有化场景；付费客户清单未核",
+      "delivery": "公开套餐、技术说明及案例；交付形式混合专业服务、工具建设和运营。",
+      "cohort": "官网自述2025年6月成立，精确注册未独立核验",
+      "teamBasis": "本轮未取得完整员工数，不以官网团队背景、案例或服务客户数字代替",
+      "price": "公开诊断/培训/定制/陪跑分档标价；例如年度顾问¥59800，币种未另确认，均不是收入",
+      "stage": "官网公开产品/服务，成立与能力为公司自述，未核实际履约及收入",
+      "sourceType": "公司官网定向检索及公开原始自述",
+      "revenueStatus": "unknown",
+      "evidenceIds": [
+        "NR-ABOUT",
+        "NR-SERVICES",
+        "NR-TECH",
+        "NR-CASES",
+        "NR-PARTNER"
+      ],
+      "notes": "官网注明案例经营数据未经第三方审计；案例成果、包价及年度服务不作已确认ARR，未核收入数值。",
+      "businessModel": "咨询培训、定制实施与30/90天及年度陪跑服务；经常性软件许可、顾问与项目费须分开核",
+      "entityBasis": "官网列杭州九昇智能科技有限公司与英文品牌；原始登记代码、当前股权及法律沿革未核。",
+      "classificationBasis": "按企业经营与通用工作流交付归C05；面向业务用户的落地服务不按技术术语归为模型基础设施。",
+      "technicalReview": {
+        "level": "description",
+        "reviewedAt": "2026-10-30",
+        "summary": "已读RAG、模型适配、编排、评测等技术自述及官网案例；没有独立运行或评测记录。",
+        "evidenceIds": [
+          "NR-ABOUT",
+          "NR-SERVICES",
+          "NR-TECH",
+          "NR-CASES",
+          "NR-PARTNER"
+        ]
+      }
     }
   ],
   "observations": [
@@ -47925,6 +48001,138 @@
       "kind": "媒体栏目发现入口",
       "summary": "已读取栏目卡片入口，定向登记本批候选。",
       "limitation": "动态分页；只登记本批4项，不代表全部卡片、全部参赛者或两年档案已核。"
+    },
+    {
+      "id": "QZX-ABOUT",
+      "companyId": "AI086",
+      "title": "企智芯官网成立与运营名称",
+      "url": "https://vipqzx.com/about.html",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方自述",
+      "summary": "官网列企智芯（北京）科技有限公司成立于2025年，定位企业数字化管理系统。",
+      "limitation": "未取得精确登记或独立主体核验；采用规模、效率与投入占比均未给可复算底表，不由此反推收入或团队人数。"
+    },
+    {
+      "id": "QZX-HOME",
+      "companyId": "AI086",
+      "title": "企智芯官网模块和流程展示",
+      "url": "https://vipqzx.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方产品自述",
+      "summary": "展示获客、SCRM、人事、财务、工单、审批等模块及AI文案/汇报功能。",
+      "limitation": "仅读公开页面，未进入登录、执行交易或测试功能。流程中的50000元合同/收款及利润是演示路径，非公司自身收入；不能把产品功能当实际客户财务或合规认证。"
+    },
+    {
+      "id": "NR-ABOUT",
+      "companyId": "AI087",
+      "title": "九昇智能官网成立与主体",
+      "url": "https://www.9shengai.com/about/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方自述",
+      "summary": "官网列杭州九昇智能科技有限公司、NineRise Intelligence及2025年6月成立，面向中小企业AI落地。",
+      "limitation": "原始登记未独立查询；创始背景、官网经营定位和总部自述不证明员工规模或财务业绩。"
+    },
+    {
+      "id": "NR-SERVICES",
+      "companyId": "AI087",
+      "title": "九昇智能产品服务与公开标价",
+      "url": "https://www.9shengai.com/services/index.html",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方定价资料",
+      "summary": "公开诊断、培训、智能体定制和陪跑方案；页面分别标价，企业/私有化定制标128000起。",
+      "limitation": "原文¥未另确认币种；标价不是成交、回款或已确认收入，实施、培训、订阅和持续顾问服务需拆分，不以价目表反推ARR。"
+    },
+    {
+      "id": "NR-TECH",
+      "companyId": "AI087",
+      "title": "九昇智能技术架构自述",
+      "url": "https://www.9shengai.com/technology/index.html",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方技术自述",
+      "summary": "公开RAG、模型适配、流程编排和权限/评测/日志等能力说明。",
+      "limitation": "本轮未运行智能体、查看源代码/模型权重或独立复现评测；术语和案例速度不转为技术强弱排名。"
+    },
+    {
+      "id": "NR-CASES",
+      "companyId": "AI087",
+      "title": "九昇智能案例及证据边界",
+      "url": "https://www.9shengai.com/cases/index.html",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方案例自述",
+      "summary": "页面列政府和企业场景，并注明经营数据未经第三方审计、效果受项目条件影响。",
+      "limitation": "案例主体多为匿名或行业描述，未取合同/验收/付款或客户独立确认；客户经营成效不是供应商公司收入，案例条数不作独立付费客户数。"
+    },
+    {
+      "id": "NR-PARTNER",
+      "companyId": "AI087",
+      "title": "九昇智能持续陪跑服务",
+      "url": "https://www.9shengai.com/services/partner/index.html",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方定价与交付自述",
+      "summary": "陪跑按30天、90天和年度顾问提供，年度顾问页面标¥59800，以项目推进和复盘为交付。",
+      "limitation": "期限一年不证明自动续订或软件ARR；未核实际订单、服务工时、续约及收入分摊，未把包价新增为收入观测。"
+    },
+    {
+      "id": "KR-HEMU",
+      "companyId": null,
+      "title": "合木智能：硬氪发现线索",
+      "url": "https://eu.36kr.com/zh/p/3963006194728324",
+      "publishedAt": "2026-09-02",
+      "accessedAt": "2026-10-30",
+      "kind": "中文媒体报道相关段落",
+      "summary": "报道列2026年5月成立，定位模具制造语义计算，提供陪跑服务和智能体软硬件。",
+      "limitation": "仅核相关成立与业务段落，未取得公司/孵化方原始成立资料；不把融资或创始人旧团队、论文和模型成绩当新公司收入或独立能力验证。"
+    },
+    {
+      "id": "KR-QUANTUM",
+      "companyId": null,
+      "title": "昆腾动力：硬氪发现线索",
+      "url": "https://www.36kr.com/p/3917874427555457",
+      "publishedAt": "2026-07-31",
+      "accessedAt": "2026-10-30",
+      "kind": "中文媒体报道相关段落",
+      "summary": "报道列2026年上半年成立，从物流仓储任务切入具身智能平台。",
+      "limitation": "仅核相关成立与业务段落，未取得公司/孵化方原始成立资料；不把融资或创始人旧团队、论文和模型成绩当新公司收入或独立能力验证。"
+    },
+    {
+      "id": "KR-WORLDMIND",
+      "companyId": null,
+      "title": "寰宇心生（WorldMind）：硬氪发现线索",
+      "url": "https://www.36kr.com/p/3973553316081920",
+      "publishedAt": "2026-09-08",
+      "accessedAt": "2026-10-30",
+      "kind": "中文媒体报道相关段落",
+      "summary": "报道列2026年9月成立，描述具身智能与神经认知世界模型。",
+      "limitation": "仅核相关成立与业务段落，未取得公司/孵化方原始成立资料；不把融资或创始人旧团队、论文和模型成绩当新公司收入或独立能力验证。"
+    },
+    {
+      "id": "HEMU-REG-LEAD",
+      "companyId": null,
+      "title": "合木智能：第三方工商字段",
+      "url": "https://vc.pedaily.cn/company/902387.html",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "第三方公开企业目录",
+      "summary": "公开页列2026-05-18成立和91510100MAKDFXM749；概览与工商区字段完整度不同。",
+      "limitation": "本轮只取得检索返回相关内容，未独立核验登记原件或确认当前字段。两日相邻融资记录可能重复，不相加，不当收入。"
+    },
+    {
+      "id": "QUANTUM-REG-LEAD",
+      "companyId": null,
+      "title": "昆腾动力：第三方主体线索",
+      "url": "https://www.gasgoo.com/robot/data/6113-%E6%9D%AD%E5%B7%9E%E6%98%86%E8%85%BE%E5%8A%A8%E5%8A%9B%E6%99%BA%E8%83%BD%E6%9C%89%E9%99%90%E5%85%AC%E5%8F%B8/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "第三方公开企业目录",
+      "summary": "公开检索列杭州昆腾动力智能有限公司、2026-03-17及91330110MAK9DCMB56。",
+      "limitation": "未直接核对注册原件或公司原始沿革；与quantum.com存储业务及同名新能源企业分开，不把投资或母体财务归新公司。"
     }
   ],
   "reviews": [
@@ -49740,6 +49948,54 @@
         "DH-COMPANY"
       ],
       "handling": "两项继续成立待核。客户交易示例、客户企业价值、融资、创始人旧业务和建设项目总价均不新增公司收入观测；Dream发布稿检索/直达差异留缺。"
+    },
+    {
+      "id": "AI086-R-MODEL",
+      "type": "企业AI软件与专业服务收入边界核查",
+      "company": "企智芯",
+      "scope": "companies",
+      "companyIds": [
+        "AI086"
+      ],
+      "summary": "企业管理软件及AI功能；收费、部署与实施合同未核，不能先定为已实现订阅ARR",
+      "evidenceIds": [
+        "QZX-ABOUT",
+        "QZX-HOME"
+      ],
+      "handling": "采用和效率宣传缺少底表；流程演示中的合同、收款、利润与客户经营数据不作企智芯收入。 成立仅据公司官网自述，未独立注册核查；不新增收入观测，不把缺项当零收入。"
+    },
+    {
+      "id": "AI087-R-MODEL",
+      "type": "企业AI软件与专业服务收入边界核查",
+      "company": "九昇智能（NineRise Intelligence）",
+      "scope": "companies",
+      "companyIds": [
+        "AI087"
+      ],
+      "summary": "咨询培训、定制实施与30/90天及年度陪跑服务；经常性软件许可、顾问与项目费须分开核",
+      "evidenceIds": [
+        "NR-ABOUT",
+        "NR-SERVICES",
+        "NR-TECH",
+        "NR-CASES",
+        "NR-PARTNER"
+      ],
+      "handling": "官网注明案例经营数据未经第三方审计；案例成果、包价及年度服务不作已确认ARR，未核收入数值。 成立仅据公司官网自述，未独立注册核查；不新增收入观测，不把缺项当零收入。"
+    },
+    {
+      "id": "KR-R-PHYSICAL-PENDING",
+      "type": "中文行业AI候选原始成立缺项",
+      "company": "合木智能、昆腾动力、寰宇心生",
+      "scope": "excluded-candidate",
+      "summary": "三项媒体发现的主营初分类与成立线索已登记，原始主体核验仍缺。",
+      "evidenceIds": [
+        "KR-HEMU",
+        "HEMU-REG-LEAD",
+        "KR-QUANTUM",
+        "QUANTUM-REG-LEAD",
+        "KR-WORLDMIND"
+      ],
+      "handling": "不把媒体/目录重复发布当多项独立确认；研究院早期积累、创始人履历、融资、客户产出和公司实际收入分别保留，不新增财务观测。"
     }
   ],
   "coverage": {
@@ -51222,6 +51478,57 @@
           "note": "检索公司主页有2025字段，但直达429、官网不可读，原始成立和创始人更早建筑业务主体边界未核；保留候选，不把媒体价格或旧业务转为新公司收入。"
         }
       ]
+    },
+    {
+      "id": "KR-2026-targeted-2",
+      "sourceId": "S11",
+      "url": "https://www.36kr.com/p/3973553316081920",
+      "accessedAt": "2026-10-30",
+      "scope": "三项硬氪报道相关段落定向补查，媒体及目录有2026线索但原始成立/主体仍待核，不新增主公司表。不是全部文章、榜单或两年档案。",
+      "complete": false,
+      "records": [
+        {
+          "id": "KR26B-01",
+          "name": "合木智能",
+          "url": "https://eu.36kr.com/zh/p/3963006194728324",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "KR-HEMU",
+            "HEMU-REG-LEAD"
+          ],
+          "note": "报道和第三方目录有2026年5月线索，仍缺公司/孵化方原始成立与旧研究项目主体边界；模具服务、硬件和软件须拆分，融资不当收入。"
+        },
+        {
+          "id": "KR26B-02",
+          "name": "昆腾动力（Quantum Dynamics）",
+          "url": "https://www.36kr.com/p/3917874427555457",
+          "categoryId": "C10",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "KR-QUANTUM",
+            "QUANTUM-REG-LEAD"
+          ],
+          "note": "报道与第三方目录有2026年线索，未取得公司或投资人原始成立资料；不与同名存储/新能源企业合并，旧任职团队及交易业务不继承。"
+        },
+        {
+          "id": "KR26B-03",
+          "name": "寰宇心生（WorldMind）",
+          "url": "https://www.36kr.com/p/3973553316081920",
+          "categoryId": "C10",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "KR-WORLDMIND"
+          ],
+          "note": "报道列2026年9月，原始登记和公司官网未取得；创始人论文、实验室成果、模型竞赛及融资须分别归属。"
+        }
+      ]
     }
   ],
   "directoryRechecks": [

content/research/ai-companies.sources.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-30-29",
+  "version": "2026-10-30-30",
   "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。",
@@ -221,8 +221,8 @@
         "eu.36kr.com"
       ],
       "initialAccess": "安全检测，内容未核验",
-      "boundary": "此前首页安全检测仍保留；本轮4项定向检索及相关段落补查，3项据政府/公司/交易当事方资料关联、1项按原始登记归范围外。清析检索与直达正文不一致未确认关联，其他文章为平台发布/授权转载，不代表两年全量。",
-      "nextCheck": "墨甲已由交易当事方原始公告补足2025成立及历史期间收入，母公司项目沿革和当前财务仍待核；继续补清析发现文章关联及未读正文，建两年公开文章台账，不绕过访问保护。",
+      "boundary": "此前首页安全检测仍保留；本轮4项定向检索及相关段落补查，3项据政府/公司/交易当事方资料关联、1项按原始登记归范围外。清析检索与直达正文不一致未确认关联，其他文章为平台发布/授权转载，不代表两年全量。 另登记合木、昆腾动力、寰宇心生3项报道相关段落，原始成立/主体留缺，未新增主公司表；不是全量。",
+      "nextCheck": "墨甲已由交易当事方原始公告补足2025成立及历史期间收入，母公司项目沿革和当前财务仍待核；继续补清析发现文章关联及未读正文，建两年公开文章台账，不绕过访问保护。 补本组三项公司/孵化/投资原始资料，避免融资与研究院、母体业绩归属混淆。",
       "limitation": "仅核具体相关段落，检索和直达差异、转载与原始披露分别记录。",
       "accessRecheckedAt": "2026-10-30"
     },
@@ -234,7 +234,7 @@
       "status": "per-company",
       "hosts": [],
       "initialAccess": "按公司逐一核验",
-      "boundary": "公司官网和官方材料逐条绑定证据；不是可预先列尽的全站候选池。",
+      "boundary": "公司官网和官方材料逐条绑定证据；不是可预先列尽的全站候选池。 定向新增企智芯与九昇智能的2025成立自述及交付资料，精确注册、实际客户与收入未核；两个官网不代表中文公司全集。",
       "nextCheck": "核定价、主体、交付与收入定义，自述与独立验证分开。",
       "limitation": "自述不等于独立审计"
     },

content/research/ai-income-analysis.json

@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-30-tc-p56-1",
+  "sourceVersion": "2026-10-30-cn-sme-1",
   "asOf": "2026-10-30",
   "metric": "platform-mrr-usd",
   "sampleUnit": "product-or-business",