research: distinguish treatment, diagnostic and audio revenue

apps/docs/scripts/auth-cli.ts

@@ -184,7 +184,7 @@ async function main() {
   const research = await researchResponse.json();
   assert.equal(research.companies.length, 1187);
   assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 4340);
+  assert.equal(research.evidence.length, 4351);
   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

@@ -48,7 +48,7 @@ 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, 1187);
-    assert.equal(initial.evidence.length, 4340);
+    assert.equal(initial.evidence.length, 4351);
     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");
@@ -89,7 +89,7 @@ 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, 198);
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 97);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 99);
   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"]);

content/research/ai-companies.seed.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-31-tc26-health-3",
+  "version": "2026-10-31-tc26-health-4",
   "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": [
@@ -92065,6 +92065,127 @@
       "kind": "官方/公司自述：2026健康组原始资料复核",
       "summary": "同域公司自报2024、SanRamon及2—10范围，MythiliSubharam/SreeRamanan等；自述12份生物样本不同模型正确10或11份。",
       "limitation": "12份早期样本非全人群准确率/独立验证，未来CLIALDT计划非已完成许可；SBIR资助、论文或会议展示不是检测销售/软件ARR。"
+    },
+    {
+      "id": "TC26HW4-PREDICTHEON-1",
+      "companyId": null,
+      "title": "Predictheon原始当前监测交付",
+      "url": "https://www.predictheon.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026健康组原始资料复核",
+      "summary": "数学模型算法嵌入临床监护、输液泵与EHR，麻醉/镇静及PDA预测监测。",
+      "limitation": "提前3—5分钟及安全/节约为厂商描述，非独立临床或监管验证；设备/整合和软件许可净费分开，报价/合同金额缺。"
+    },
+    {
+      "id": "TC26HW4-PREDICTHEON-2",
+      "companyId": null,
+      "title": "Predictheon原始公司年与研究起点",
+      "url": "https://www.linkedin.com/company/predictheon",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026健康组原始资料复核",
+      "summary": "同域公司自报研究团队2015启动、2019公司化，Barcelona及2—10范围；经典建模与AI方法。",
+      "limitation": "研究开始不当成立年，公司自报非独立登记；融资180万欧元不是ARR，15关联账户不当全职精确人数。"
+    },
+    {
+      "id": "TC26HW4-PROVISION-1",
+      "companyId": null,
+      "title": "Provision原始手术导航阶段",
+      "url": "https://www.provisionsurgical.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026健康组原始资料复核",
+      "summary": "PAIRGuide无骨固定标记AR导航及SurgeonPortal；官网明确研发中、无FDAclearance/approval，不可在美国销售，另有教育Academy。",
+      "limitation": "0.75mm/0.71度误差及医院年省292500美元/耗材省150000美元为厂商描述，不作自身收入或独立临床结果；FDAreviewedtestplan非许可。"
+    },
+    {
+      "id": "TC26HW4-PROVISION-2",
+      "companyId": null,
+      "title": "Provision原始公司年及AI作用",
+      "url": "https://www.linkedin.com/company/provision-surgical",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026健康组原始资料复核",
+      "summary": "同域公司自报2024、Nashville及2—10范围，AbdullahBahour等；ML分析医学影像以支持规划/AR。",
+      "limitation": "自报非独立登记/技术测试；50000美元AWS资源奖不是销售收入；2031收入机会3200万美元是投资机构转述预测非当前ARR，器械/集成/教育软件与术中许可分列。"
+    },
+    {
+      "id": "TC26HW4-SAMA-1",
+      "companyId": null,
+      "title": "Sama原始SimpleIVF报价与服务",
+      "url": "https://simple.sama.life/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026健康组原始资料复核",
+      "summary": "Sama×CNY居家监测/医生护士指导，IVF原$6000加药物；取卵/移植需至CNY，App提供AI优化方案指引，列可选NoBabyNoPayment融资计划。",
+      "limitation": "疗程报价/担保不当实际销售或软件订阅ARR；首页零clinictrips是监测步骤，不能扩成全疗程无需到诊所；CNY30000出生非Sama用户/收入。"
+    },
+    {
+      "id": "TC26HW4-SAMA-2",
+      "companyId": null,
+      "title": "Sama原始公司年与域名对应",
+      "url": "https://www.linkedin.com/company/sama-fertility",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026健康组原始资料复核",
+      "summary": "公司自报2021、NewYork及11—50范围，SarthakSawarkar/MeirOlcha等；简介明确sama.life与居家生育服务。",
+      "limitation": "公司自报非独立登记；samafertility.com和sama.life交叉说明保留，7关联账户非精确员工，不混Sama标注/AI服务公司。"
+    },
+    {
+      "id": "TC26HW4-SOUND-1",
+      "companyId": null,
+      "title": "SoundAiSleep原始网页与主体缺项",
+      "url": "https://www.soundaisleep.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026健康组原始资料复核",
+      "summary": "首页/About可读仅导航页脚，列L&CPartnersLTD及©2023。",
+      "limitation": "页脚版权不是独立成立依据，产品/报价未从站内正文取得；声音授权、故事IP/制作与软件订阅需分别核。"
+    },
+    {
+      "id": "TC26HW4-SOUND-2",
+      "companyId": null,
+      "title": "SoundAiSleep原始公司年及当前内容机制",
+      "url": "https://www.linkedin.com/company/soundaisleep",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026健康组原始资料复核",
+      "summary": "同域公司自报2023及2—10范围，CocoShellim；父母录音后声音AI朗读，创始人明确故事由人写不使用AI生成；牙科合作早期。",
+      "limitation": "公司自报非独立登记，20余国可用/IP覆盖1.55亿家庭非付费数；免费转付费50%和30天留存58%是厂商比例、分母/样本缺，不推收入；募集375000英镑不是ARR。"
+    },
+    {
+      "id": "TC26HW4-TIMETELLER-1",
+      "companyId": null,
+      "title": "TimeTeller原始当前测试与研究",
+      "url": "https://www.timeteller-health.com/en/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026健康组原始资料复核",
+      "summary": "唾液取样、分子/计算分析与个人昼夜节律报告；优化医疗时机仍在临床研究验证，首页提供测试订购。",
+      "limitation": "生活方式与癌症治疗研究适应范围分列；IVD/CE及改善疗效为厂商描述未独立监管/临床核实，检测费不是软件ARR。"
+    },
+    {
+      "id": "TC26HW4-TIMETELLER-2",
+      "companyId": null,
+      "title": "TimeTeller原始大学成立公告",
+      "url": "https://www.bihealth.org/de/aktuell/timetellerr-gmbh-kiso-health-und-uniwearables-erhalten-gruendungspreis",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026健康组原始资料复核",
+      "summary": "ChariteBIH2023-12-04公告明确2023-03由AngelaRelogio/BenjaminDose及Ascenion成立，32000欧元创业奖。",
+      "limitation": "大学技术转移原始资料非实时注册摘录；研究/奖励资金非销售收入，原始公司同期叙述一致，不混Augsburg同名摄影公司。"
+    },
+    {
+      "id": "TC26HW4-TIMETELLER-3",
+      "companyId": null,
+      "title": "TimeTeller原始订购范围及路径缺项",
+      "url": "https://www.timeteller-health.com/en/order-test-kit",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026健康组原始资料复核",
+      "summary": "原首页相对链接解析为en/en路径404；正确en/order-test-kit可读，分TK保险特定患者和自费/机构入口。",
+      "limitation": "没有可核公开金额或订阅期限，不将测试/保险合作年化；纠正路径不当已下单，部分适应症和参保条件不扩为人人保险覆盖。"
     }
   ],
   "reviews": [
@@ -99861,6 +99982,40 @@
         "TC26HW3-OMICX-1"
       ],
       "handling": "不混Mutinex/OmicX同名公司，不把AI新交付重置年。Nervotec未核论文原文不升独立技术测试，OmicX12样本自报不作前瞻临床验证；具名191登记/10健康待登记及Nunatak空锚，全来源研究未完成。"
+    },
+    {
+      "id": "TC26HW4-R-REVENUE",
+      "type": "IVF疗程、医院节省、检测与声音内容净费",
+      "company": "2026健康第13—17项",
+      "scope": "dataset",
+      "summary": "医疗疗程/药物/融资，手术硬件/耗材及集成，昼夜节律检测实验、声音授权/人工IP制作与软件净费分开。",
+      "evidenceIds": [
+        "TC26HW4-PREDICTHEON-1",
+        "TC26HW4-PROVISION-1",
+        "TC26HW4-SAMA-1",
+        "TC26HW4-SOUND-1",
+        "TC26HW4-TIMETELLER-1",
+        "TC26HW4-SOUND-2",
+        "TC26HW4-TIMETELLER-3"
+      ],
+      "handling": "无收入观测新增。Sama6000疗程/CNY出生总数、Provision医院节约/未来收入机会/AWS资源、Sound试用转化和IP覆盖、TimeTeller奖项与保险合作均不是可比软件ARR；实际合同/净费和经常性仍缺。"
+    },
+    {
+      "id": "TC26HW4-R-ROSTER",
+      "type": "2026健康第13—17项旧成立与交付验证",
+      "company": "2026总入口具名201URL",
+      "scope": "dataset",
+      "summary": "5项范围前原始成立资料；研究起点、版权年、新产品/临床合作或参赛不替首次成立。",
+      "evidenceIds": [
+        "TC26AG-INDEX",
+        "TC26HW4-PREDICTHEON-2",
+        "TC26HW4-PROVISION-2",
+        "TC26HW4-SAMA-2",
+        "TC26HW4-SOUND-2",
+        "TC26HW4-TIMETELLER-2",
+        "TC26HW4-TIMETELLER-3"
+      ],
+      "handling": "Provision明确未获FDA许可，测试计划评审非批准；Sound故事由人写/声音用AI，牙科早期合作不当临床验证；TimeTeller错误相对路径和可读正确路径分列。具名196登记/5健康待登记及Nunatak空锚，全部来源未完成。"
     }
   ],
   "coverage": {
@@ -111848,6 +112003,92 @@
           ]
         }
       ]
+    },
+    {
+      "id": "TC-2026-battlefield-health-4",
+      "sourceId": "S02",
+      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
+      "accessedAt": "2026-10-31",
+      "scope": "健康第13—17项原网址核对：Predictheon2019、Provision2024、Sama2021、SoundAiSleep2023、TimeTeller2023暂范围外；具名196登记/5待登记，无公司或收入新增。",
+      "complete": false,
+      "records": [
+        {
+          "id": "TC26-HW4-PREDICTHEON",
+          "name": "Predictheon Medical",
+          "url": "https://www.predictheon.com/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "公司自报2019、研究始于2015暂范围外；麻醉/不良事件预测软件与器械整合分别核，不用页脚2020当成立。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26HW4-PREDICTHEON-1",
+            "TC26HW4-PREDICTHEON-2"
+          ]
+        },
+        {
+          "id": "TC26-HW4-PROVISION",
+          "name": "Provision Surgical",
+          "url": "https://www.provisionsurgical.com/",
+          "categoryId": "C10",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "同域公司自报2024暂范围外，PAIRGuide影像/ML/AR术中导航及教育平台分列，不混Provision其他行业公司。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26HW4-PROVISION-1",
+            "TC26HW4-PROVISION-2"
+          ]
+        },
+        {
+          "id": "TC26-HW4-SAMA",
+          "name": "Sama Fertility",
+          "url": "https://simple.sama.life/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "原始公司2021暂范围外，SimpleIVF为Sama×CNY医疗服务，不由居家AI新协议重置成立。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26HW4-SAMA-1",
+            "TC26HW4-SAMA-2"
+          ]
+        },
+        {
+          "id": "TC26-HW4-SOUND",
+          "name": "Sound AiSleep",
+          "url": "https://www.soundaisleep.com/",
+          "categoryId": "C08",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "同域公司自报2023暂范围外，父母声音AI朗读授权/人工故事暂C08，新牙科试点不改旧公司年。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26HW4-SOUND-1",
+            "TC26HW4-SOUND-2"
+          ]
+        },
+        {
+          "id": "TC26-HW4-TIMETELLER",
+          "name": "TimeTeller GmbH",
+          "url": "https://www.timeteller-health.com/en/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "公司及ChariteBIH原始资料均2023-03成立暂范围外，唾液检测/分子分析/计算模型与软件收入分开。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26HW4-TIMETELLER-1",
+            "TC26HW4-TIMETELLER-2",
+            "TC26HW4-TIMETELLER-3"
+          ]
+        }
+      ]
     }
   ],
   "directoryRechecks": [

content/research/ai-income-analysis.json

@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-31-tc26-health-3",
+  "sourceVersion": "2026-10-31-tc26-health-4",
   "asOf": "2026-10-31",
   "metric": "platform-mrr-usd",
   "sampleUnit": "product-or-business",