补核2026安全组13项并核实 HODOR 法国登记

2026-10-31 19:17:04 +08:00
parent c0924df7c4
commit 9c08d9dc0f
5 changed files with 835 additions and 28 deletions
@@ -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, 1164);
+  assert.equal(research.companies.length, 1168);
  assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 3967);
+  assert.equal(research.evidence.length, 3999);
  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 });
@@ -47,8 +47,8 @@ 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, 1164);
-    assert.equal(initial.evidence.length, 3967);
+    assert.equal(initial.companies.length, 1168);
+    assert.equal(initial.evidence.length, 3999);
    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, 61);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 63);
  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"]);
@@ -109,11 +109,11 @@ 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), 1164);
+  assert.equal(summary.reduce((n, c) => n + c.count, 0), 1168);
  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), 1085);
+  assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 1089);
  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"));
@@ -148,7 +148,7 @@ 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, 149);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 153);
  assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 24);
  assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1);
  assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown");
@@ -430,7 +430,7 @@ 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, 87);
+  assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 89);
 });

 test("product pivots and founder histories do not become new company years or current revenue", () => {
@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-31-tc26-enterprise-3",
+  "version": "2026-10-31-tc26-cyber-1",
  "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": [
@@ -36282,6 +36282,164 @@
          "TC26ENT2-EASYMATE-ABOUT"
        ]
      }
+    },
+    {
+      "id": "TC-HARDSHELL",
+      "name": "Hardshell",
+      "url": "https://hardshell.ai/",
+      "channel": "S02",
+      "cat": "C03",
+      "year": 2025,
+      "team": null,
+      "location": "Charlottesville, Virginia（公司自述）",
+      "business": "在企业数据与AI工作流之间执行授权、敏感标识处理和检索记录。",
+      "buyer": "有私有/敏感数据的企业安全及AI平台团队",
+      "delivery": "公司描述云/私有/离线部署及查询时权限检查，提供泄露风险测试与记录。",
+      "notes": "公司自报2025；SEC融资材料与团队/所在地对应，融资不算收入，实际交付和效果未独立核验。",
+      "cohort": "2025（公司公开页自报；精确注册待核）",
+      "teamBasis": "原始公司页2—10范围，不取中点，精确团队未知",
+      "price": "联系演示；金额、计费单位与合同周期未公开。",
+      "stage": "公开材料可读；实际合同、付费和独立交付效果未核",
+      "sourceType": "竞赛名单发现、公司原始材料及逐项补证",
+      "evidenceIds": [
+        "TC26AG-INDEX",
+        "TC26CYBER-HARDSHELL-HOME",
+        "TC26CYBER-HARDSHELL-YEAR",
+        "TC26CYBER-HARDSHELL-SEC"
+      ],
+      "revenueStatus": "unknown",
+      "extraUrl": "https://www.linkedin.com/company/hardshell-ai",
+      "businessModel": "企业数据/AI安全软件及私有部署，实施、策略配置、模型/云成本和人工服务净费待核。",
+      "entityBasis": "公司自报2025；HardshellInc融资申报同地/团队对应，精确注册日期与集团沿革未知。",
+      "classificationBasis": "人工复核：在企业数据与AI工作流之间执行授权、敏感标识处理和检索记录。 按实际任务暂分，不按竞赛标签直接分类。",
+      "technicalReview": {
+        "level": "description",
+        "reviewedAt": "2026-10-31",
+        "summary": "厂商技术与产品描述可读；本轮未运行产品、接入客户系统或独立复测效果，未将营销宣称升级独立测试。",
+        "evidenceIds": [
+          "TC26CYBER-HARDSHELL-HOME",
+          "TC26CYBER-HARDSHELL-YEAR",
+          "TC26CYBER-HARDSHELL-SEC"
+        ]
+      }
+    },
+    {
+      "id": "TC-HODOR",
+      "name": "HODOR",
+      "url": "https://www.hodor.ai/",
+      "channel": "S02",
+      "cat": "C03",
+      "year": 2025,
+      "team": null,
+      "location": "Neuilly-sur-Seine, France（官方登记/条款）",
+      "business": "在AI Agent与企业应用之间管理身份、权限、载荷策略和审计。",
+      "buyer": "使用Agent/MCP的工程、平台和企业安全团队",
+      "delivery": "托管MCP网关按用户授权并记录调用；企业档支持自托管/BYOK，若干设备与CLI功能仍待上线。",
+      "notes": "官方API与条款编号对应2025-07-02成立；未独立运行或核付费，不把未来功能当现有能力。",
+      "cohort": "2025（官方企业API2025-07-02与条款编号对应）",
+      "teamBasis": "本轮未取得原始精确团队；公司LinkedIn反链429，不用聚合站零雇员填零",
+      "price": "公开Team€12/用户/月，Business€10，企业年度定制；以订单为准。",
+      "stage": "公开材料可读；实际合同、付费和独立交付效果未核",
+      "sourceType": "竞赛名单发现、公司原始材料及逐项补证",
+      "evidenceIds": [
+        "TC26AG-INDEX",
+        "TC26CYBER-HODOR-HOME",
+        "TC26CYBER-HODOR-TERMS",
+        "TC26CYBER-HODOR-PRICE",
+        "TC26CYBER-HODOR-REGISTER"
+      ],
+      "revenueStatus": "unknown",
+      "extraUrl": "https://recherche-entreprises.api.gouv.fr/search?q=988928891",
+      "businessModel": "按用户软件订阅，调用/Agent身份不据此额外计价；企业自托管、策略实施、支持与基础设施成本待拆。",
+      "entityBasis": "HODOR为COLIBRISAS品牌，条款SIREN988928891与法国官方API同名同址，datecreation2025-07-02。",
+      "classificationBasis": "人工复核：在AI Agent与企业应用之间管理身份、权限、载荷策略和审计。 按实际任务暂分，不按竞赛标签直接分类。",
+      "technicalReview": {
+        "level": "description",
+        "reviewedAt": "2026-10-31",
+        "summary": "厂商技术与产品描述可读；本轮未运行产品、接入客户系统或独立复测效果，未将营销宣称升级独立测试。",
+        "evidenceIds": [
+          "TC26CYBER-HODOR-HOME",
+          "TC26CYBER-HODOR-TERMS",
+          "TC26CYBER-HODOR-PRICE",
+          "TC26CYBER-HODOR-REGISTER"
+        ]
+      }
+    },
+    {
+      "id": "TC-PSYBERCOG",
+      "name": "PsyberCog Labs",
+      "url": "https://www.psybercog.com/",
+      "channel": "S02",
+      "cat": "C05",
+      "year": 2025,
+      "team": null,
+      "location": "Katy, Texas（公司自述）",
+      "business": "结合行为研究、风险评估和AI决策辅助改进企业安全决策。",
+      "buyer": "企业安全、风险及治理负责人",
+      "delivery": "公司公开页描述PATHMap决策引擎、PATHScan行为评估与治理/学习干预；当前官网简页和案例入口可读。",
+      "notes": "2025为公司自报；AI辅助、专业咨询和伙伴干预分开，效果/匿名案例未独立核验。",
+      "cohort": "2025（公司公开页自报；精确注册待核）",
+      "teamBasis": "公司主页2—10范围，不取中点，精确团队未知",
+      "price": "未公开可核金额、收费单位或周期；投资案例计算器不等收费表。",
+      "stage": "公开材料可读；实际合同、付费和独立交付效果未核",
+      "sourceType": "竞赛名单发现、公司原始材料及逐项补证",
+      "evidenceIds": [
+        "TC26AG-INDEX",
+        "TC26CYBER-PSYBERCOG-HOME",
+        "TC26CYBER-PSYBERCOG-YEAR"
+      ],
+      "revenueStatus": "unknown",
+      "extraUrl": "https://www.linkedin.com/company/psybercoglabs",
+      "businessModel": "安全决策平台、评估/咨询和干预服务混合；人力与学习伙伴费用、一次性项目与续订软件须拆。",
+      "entityBasis": "同域PsyberCogLabs品牌和DustinSachs团队可对应；精确Inc注册日期、合同主体与沿革未知。",
+      "classificationBasis": "人工复核：结合行为研究、风险评估和AI决策辅助改进企业安全决策。 按实际任务暂分，不按竞赛标签直接分类。",
+      "technicalReview": {
+        "level": "description",
+        "reviewedAt": "2026-10-31",
+        "summary": "厂商技术与产品描述可读；本轮未运行产品、接入客户系统或独立复测效果，未将营销宣称升级独立测试。",
+        "evidenceIds": [
+          "TC26CYBER-PSYBERCOG-HOME",
+          "TC26CYBER-PSYBERCOG-YEAR"
+        ]
+      }
+    },
+    {
+      "id": "TC-TROTTA",
+      "name": "Trotta",
+      "url": "https://www.trotta.io/",
+      "channel": "S02",
+      "cat": "C05",
+      "year": 2025,
+      "team": null,
+      "location": null,
+      "business": "以AI模拟/防护社会工程攻击为目标的企业安全方案。",
+      "buyer": "企业安全与员工风险负责人",
+      "delivery": "公司原始主页缓存描述AI攻击模拟；当前官网为认知安全文章和预约入口，具体产品部署/执行范围未公开核实。",
+      "notes": "公司自报2025仅原始搜索缓存可读，精确法人/日期待核；当前文章中的事故损失未逐条验证，不归收入。",
+      "cohort": "2025（公司公开页自报；精确注册待核）",
+      "teamBasis": "公司原始搜索缓存2—10范围；直达不可读，不取关联人数作团队",
+      "price": "当前官网无可核价格、收费单位或合同周期。",
+      "stage": "公开材料可读；实际合同、付费和独立交付效果未核",
+      "sourceType": "竞赛名单发现、公司原始材料及逐项补证",
+      "evidenceIds": [
+        "TC26AG-INDEX",
+        "TC26CYBER-TROTTA-HOME",
+        "TC26CYBER-TROTTA-YEAR"
+      ],
+      "revenueStatus": "unknown",
+      "extraUrl": "https://www.linkedin.com/company/trotta",
+      "businessModel": "企业社会工程风险软件/评估或服务，交付范围、人工演练/服务占比、用量/订阅与实际净收入均待核。",
+      "entityBasis": "同域Trotta公司页与FelaAkinse署名对应；精确法律主体、地区和公司化起点未核。",
+      "classificationBasis": "人工复核：以AI模拟/防护社会工程攻击为目标的企业安全方案。 按实际任务暂分，不按竞赛标签直接分类。",
+      "technicalReview": {
+        "level": "description",
+        "reviewedAt": "2026-10-31",
+        "summary": "厂商技术与产品描述可读；本轮未运行产品、接入客户系统或独立复测效果，未将营销宣称升级独立测试。",
+        "evidenceIds": [
+          "TC26CYBER-TROTTA-HOME",
+          "TC26CYBER-TROTTA-YEAR"
+        ]
+      }
    }
  ],
  "observations": [
@@ -87038,6 +87196,358 @@
      "kind": "官方/公司自述：2026企业组原始资料复核",
      "summary": "2026-04-23生效条款称按月/年收费、第三方支付平台处理。",
      "limitation": "生效日不当成立年；实际席位/用量单位和退款/履约应以订单核，条款本身不证明付费规模或收入。"
+    },
+    {
+      "id": "TC26CYBER-APATE-HOME",
+      "companyId": null,
+      "title": "Apate当前反诈业务",
+      "url": "https://www.apate.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "公司向金融机构、电信等提供语音/文本机器人与诈骗者对话、收集情报/干扰活动。",
+      "limitation": "诈骗损失总额、对话次数和宣称防止损失不作自身收入；未执行对抗通话或独立核效果。"
+    },
+    {
+      "id": "TC26CYBER-APATE-YEAR",
+      "companyId": null,
+      "title": "Apate公司主页成立字段",
+      "url": "https://www.linkedin.com/company/apate-ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "同域公司页自报2024成立、MacquarieParkNSW及11—50范围。",
+      "limitation": "公司自述非精确法人登记；美国新主体/融资不重置澳洲旧业务，关联人数不当精确团队。"
+    },
+    {
+      "id": "TC26CYBER-CERBERUS-HOME",
+      "companyId": null,
+      "title": "Cerberus AI安全测试产品",
+      "url": "https://c7-security.com/cerberus",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "C7的Cerberus提供AI辅助安全测试，自述机器可核作用域限制；公开Professional原$999/年及免费层。",
+      "limitation": "数学保证/效率为厂商描述，未读完整形式证明或运行漏洞测试；报价不当ARR，人工渗透测试/培训与软件产品净费需拆。"
+    },
+    {
+      "id": "TC26CYBER-CERBERUS-YEAR",
+      "companyId": null,
+      "title": "C7原始公司沿革",
+      "url": "https://c7-security.com/about-us",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "公司About明确C7Cybersecurity集团于2021年8月在乌兹别克斯坦创办，Cerberus为研发产品。",
+      "limitation": "集团业务起点非全部子体精确登记；150安全评估/300学员是累计采用，非经常客户或收入；不把新产品当独立新公司。"
+    },
+    {
+      "id": "TC26CYBER-CUDE-HOME",
+      "companyId": null,
+      "title": "CUDE原域当前产品与访问差异",
+      "url": "https://thecude.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "网页工具首轮超时；普通HTTP200原始正文可读，NEED2KNOW/EnterpriseVisibility关注授权后人和AI可见内容，仍处验证/生态建设。",
+      "limitation": "可读产品说明不是已完成独立安全验证、商用部署或付费；未凭另域/新研究合作重置公司年。"
+    },
+    {
+      "id": "TC26CYBER-CUDE-YEAR",
+      "companyId": null,
+      "title": "CUDE同域公司页成立字段",
+      "url": "https://www.linkedin.com/company/cudelabs",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "公司页website为thecude.com，自报2023、Birmingham及2—10范围，描述安全协作/AI治理。",
+      "limitation": "原始公司自述不等注册核验；大学合作探索不当已出独立效果结论，未确认合同/现价格。"
+    },
+    {
+      "id": "TC26CYBER-DETECTIF-HOME",
+      "companyId": null,
+      "title": "Detectif当前语音验证模型",
+      "url": "https://detectif.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "当前四产品覆盖音频伪造、说话人匹配、通话状态及语音Agent，提供云/VPC/本地/端侧交付入口。",
+      "limitation": "模型/部署入口不证明当前付费或所有环境可用；银行/设备OEM未来分发与实际合同分开，未执行语音识别或提交音频。"
+    },
+    {
+      "id": "TC26CYBER-DETECTIF-COMPANY",
+      "companyId": null,
+      "title": "Detectif原始团队与用途",
+      "url": "https://detectif.ai/company",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "公司页列AyushSahu、TariniSaiPadmanabhuni等研究人员，语音真实性/身份及电话场景；可读页无明确成立年。",
+      "limitation": "研究作者不当精确团队总数；公司化/法人及旧项目年未知，未将媒体人物介绍替成注册年份。"
+    },
+    {
+      "id": "TC26CYBER-DETECTIF-BENCHMARK",
+      "companyId": null,
+      "title": "Detectif基准指标归属与范围",
+      "url": "https://detectif.ai/benchmark",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "厂商页引Podonos4524音频评分，准确率94.47%、合成检测97.3%；24ms延迟明确vendorreported。",
+      "limitation": "延迟非独立测量；来源GitHub固定提交87673d5本轮Cachemiss，未核源码/原始结果或独立运行；22/23系统口径不强行统一，不推广到真实电话/所有语言。"
+    },
+    {
+      "id": "TC26CYBER-DETECTIF-YEAR-ACCESS",
+      "companyId": null,
+      "title": "Detectif成立原始补证缺项",
+      "url": "https://www.linkedin.com/in/tarini-padmanabhuni",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "原始公开主页缓存与成立补证缺项",
+      "summary": "创办者原主页搜索缓存转载媒体文章称2025创办；候选公司LinkedIn路径不可读，官网公司页本身未列成立年。",
+      "limitation": "转载媒体的年份不是直接原始注册/独立创办确认；保留pending-year，不能用2026参赛/CEO履历起点推年。"
+    },
+    {
+      "id": "TC26CYBER-HARDSHELL-HOME",
+      "companyId": "TC-HARDSHELL",
+      "title": "Hardshell数据安全/授权检索",
+      "url": "https://hardshell.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "企业数据留原处，按用户权限检索，向外部模型发送前替换敏感标识，并记录检索/测试泄露风险；提供云、私有或离线方案。",
+      "limitation": "攻击/保护演示与ATLAS映射为厂商描述，不等独立认证或已部署效果；模型训练保护与当前检索产品边界分开。"
+    },
+    {
+      "id": "TC26CYBER-HARDSHELL-YEAR",
+      "companyId": "TC-HARDSHELL",
+      "title": "Hardshell原始公司页成立字段",
+      "url": "https://www.linkedin.com/company/hardshell-ai",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "同域公司页自报2025、CharlottesvilleVA及2—10范围。",
+      "limitation": "公司自填年非独立注册；第三方2024旧数据/描述未作为原始成立依据，关联人数不作精确团队。"
+    },
+    {
+      "id": "TC26CYBER-HARDSHELL-SEC",
+      "companyId": "TC-HARDSHELL",
+      "title": "Hardshell原始融资申报",
+      "url": "https://www.sec.gov/Archives/edgar/data/2087718/000208771825000001/primary_doc.xml",
+      "publishedAt": "2025-09-23",
+      "accessedAt": "2026-10-31",
+      "kind": "官方SEC原始XML搜索正文",
+      "summary": "原始FormD搜索正文列HardshellInc、Charlottesville及AndrewSchoka，2025-09-23证券融资已售200000。",
+      "limitation": "XML搜索正文可读不称实时注册核验；融资200000/计划800000和资金用途不作销售/ARR，成立精确日期及财务确认仍待核。"
+    },
+    {
+      "id": "TC26CYBER-HODOR-HOME",
+      "companyId": "TC-HODOR",
+      "title": "HODOR Agent身份与权限网关",
+      "url": "https://www.hodor.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "MCP网关提供Agent身份、载荷策略、PII处理和审计，部分CLI/设备功能标comingsoon。",
+      "limitation": "即将上线与现有网关分开；页面动画日志非真实客户结果，未部署或接入SaaS，token节省不是自身收入。"
+    },
+    {
+      "id": "TC26CYBER-HODOR-TERMS",
+      "companyId": "TC-HODOR",
+      "title": "HODOR条款运营者与合同货币",
+      "url": "https://www.hodor.ai/terms",
+      "publishedAt": "2026-04-14",
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "条款列COLIBRISAS、SIREN988928891、Neuilly-sur-Seine地址；HODOR为品牌。合同价格以欧元不含税，按单独报价/订单为准，可固定/周期/用量。",
+      "limitation": "2026-04-14更新不当成立；公开标价不等实际签约，99.5%SLA为承诺而非观测；股本500欧不是收入。"
+    },
+    {
+      "id": "TC26CYBER-HODOR-PRICE",
+      "companyId": "TC-HODOR",
+      "title": "HODOR按用户月费",
+      "url": "https://www.hodor.ai/pricing",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "Team1—250用户€12/人/月，Business250—500用户€10，Enterprise年度定制；Agent身份和调用数不设同类计价。",
+      "limitation": "席位档与年约是报价，不证明付费席位/MRR；私有部署、BYOK和支持在企业档范围，实际采购与实施成本待核。"
+    },
+    {
+      "id": "TC26CYBER-HODOR-REGISTER",
+      "companyId": "TC-HODOR",
+      "title": "法国官方企业API编号核验",
+      "url": "https://recherche-entreprises.api.gouv.fr/search?q=988928891",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方企业公开API与公司条款唯一编号对应",
+      "summary": "官方公开API普通HTTP200返回COLIBRI、SIREN988928891、datecreation2025-07-02，地址17RueSaintJames92200与条款一致。",
+      "limitation": "公开登记数据而非收入审计；annuaire网页本轮无可读正文，不把商业聚合站零员工或股本当团队/收入，未查询受限个人数据。"
+    },
+    {
+      "id": "TC26CYBER-INDORA-HOME",
+      "companyId": null,
+      "title": "Indora Arbiter企业AI授权",
+      "url": "https://www.indoralabs.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "Arbiter发现组织AI活动、分类敏感内容并对支持动作执行策略，面向安全/合规团队。",
+      "limitation": "支持范围/执行效果为厂商描述；只见请求演示，无可核价格、合同和实际部署结果。"
+    },
+    {
+      "id": "TC26CYBER-INDORA-PROFILE",
+      "companyId": null,
+      "title": "Indora同域公司页缺年",
+      "url": "https://www.linkedin.com/company/indora-labs/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "原始公司页网址indoralabs.com、2—10范围，当前可读页无Founded。",
+      "limitation": "第三方2025和融资数字不替原始成立依据；相近IndoraAI商业/其他产品年份不套用。"
+    },
+    {
+      "id": "TC26CYBER-INDORA-ACCELERATOR",
+      "companyId": null,
+      "title": "Techstars原始2026队列介绍",
+      "url": "https://www.techstars.com/newsroom/meet-the-startups-joining-techstars-spring-2026-accelerator-programs",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "原始春季2026名单列Indora为受监管数据工作流合规基础设施。",
+      "limitation": "批次证明参与而非2026成立；本轮不把不同Techstars标签/资金合并为收入或全目录覆盖，精确注册/成立仍缺。"
+    },
+    {
+      "id": "TC26CYBER-MAGIER-HOME",
+      "companyId": null,
+      "title": "MagierAI当前治理/合规产品",
+      "url": "https://magier.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "网页工具超时，普通HTTP200正文可读：AI治理、风险、第三方监控、问卷及审计证据，含数据保护。",
+      "limitation": "仪表盘合规百分比/Acme示例不当实际合规认证或付费；人工治理、顾问服务和软件净费未拆，未独立测试。"
+    },
+    {
+      "id": "TC26CYBER-MAGIER-YEAR",
+      "companyId": null,
+      "title": "Magier公司原始主页",
+      "url": "https://www.linkedin.com/company/magier",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "公司页精确同域，自报2024成立、SanDiego、2—10范围。",
+      "limitation": "投资/合作和过往奖项不重置公司年或当收入，旧隐私API定位与当前治理平台分开。"
+    },
+    {
+      "id": "TC26CYBER-PSYBERCOG-HOME",
+      "companyId": "TC-PSYBERCOG",
+      "title": "PsyberCog当前决策生态定位",
+      "url": "https://www.psybercog.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "原域/公司About可读内容较简：分析造成不安全网络决策的条件，并有案例、研究、投资案例计算器入口。",
+      "limitation": "当前简页不证明完整AI产品部署；ROI计算器/匿名案例不是自身收入，不把安全咨询全部当软件订阅。"
+    },
+    {
+      "id": "TC26CYBER-PSYBERCOG-YEAR",
+      "companyId": "TC-PSYBERCOG",
+      "title": "PsyberCog公司页AI作用及成立字段",
+      "url": "https://www.linkedin.com/company/psybercoglabs",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "同域公司页自报2025、KatyTX及2—10范围；PATHMap为AI辅助决策引擎，PATHScan为行为风险评估，包含咨询/干预伙伴。",
+      "limitation": "AI与效果为厂商说明、未独立测试；关联8人不作精确团队。安全票据减少/客户ROI非自身ARR，项目和平台收入待拆。"
+    },
+    {
+      "id": "TC26CYBER-REIN-HOME",
+      "companyId": null,
+      "title": "Rein当前Agent运行安全",
+      "url": "https://reinsec.io/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "发现Agent/MCP并记录动作/数据访问，在运行环境检测和阻断偏离；部署强调数据留在组织。",
+      "limitation": "100%可见/零停机是厂商主张非独立核验；首页$25M轮/$35M融资不作经营收入，创始人旧产品收入不继承。"
+    },
+    {
+      "id": "TC26CYBER-REIN-YEAR",
+      "companyId": null,
+      "title": "Rein同域公司页成立字段",
+      "url": "https://www.linkedin.com/company/rein-security/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "同域公司页自报2024成立、11—50范围，当前Agent安全与MatanBarEfrat/NetanelRubin团队对应。",
+      "limitation": "非工商实时核验；岗位/关联人数和客户标识不作精确团队或收入，旧软件App运行安全到Agent定位沿革不重置成立。"
+    },
+    {
+      "id": "TC26CYBER-SPEKTRUM-HOME",
+      "companyId": null,
+      "title": "Spektrum安全韧性/恢复证据",
+      "url": "https://spektrum.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "连接安全控制、恢复测试、合规与保险要求，提供可分享证据；部分ClaimsDefense/旅程标comingsoon。",
+      "limitation": "证明/加密证据与保险赔付承诺分开，未独立测试；保额、避免损失、客户投资组合与服务项目不是自身ARR。"
+    },
+    {
+      "id": "TC26CYBER-SPEKTRUM-YEAR",
+      "companyId": null,
+      "title": "Spektrum原始公司页成立字段",
+      "url": "https://www.linkedin.com/company/spektrumlabs",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "官网反链公司页自报2021成立，描述安全、可保性与恢复证据。",
+      "limitation": "公司自填年份非精确注册；原tokenization/保险等旧定位不重置成立，关联22人不当独立团队审计。"
+    },
+    {
+      "id": "TC26CYBER-STRAIKER-HOME",
+      "companyId": null,
+      "title": "StraikerAgent发现/对抗与运行防护",
+      "url": "https://www.straiker.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "当前发现Agent/MCP/Skills、对抗评估、运行检测/阻断与停止开关。",
+      "limitation": "STARLabs攻击比例属厂商研究范围，不泛化所有系统或当本轮独立横测；金融客户损失/融资和市场规模不当收入。"
+    },
+    {
+      "id": "TC26CYBER-STRAIKER-YEAR",
+      "companyId": null,
+      "title": "Straiker同域公司公开页",
+      "url": "https://www.linkedin.com/company/straikerai",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "同域公司页正文明确Founded2024、AI原生安全团队，和保龄球straiker.com/2012为不同主体。",
+      "limitation": "2025产品launch不等公司2025成立；公司规模范围与关联人数/外部不同规模不选一当精确团队，未核合同。"
+    },
+    {
+      "id": "TC26CYBER-TROTTA-HOME",
+      "companyId": "TC-TROTTA",
+      "title": "Trotta当前原始首页范围",
+      "url": "https://www.trotta.io/",
+      "publishedAt": "2026-10-30",
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026安全组原始资料复核",
+      "summary": "当前主页为FelaAkinse署名2026-10-30认知/社会工程风险文章和预约入口，非完整产品/收费文档。",
+      "limitation": "文章引述事故损失、行业估算和新闻未经本轮逐条核验，不作为事实重述或公司收入；思想文章不证明已运行防护产品。"
+    },
+    {
+      "id": "TC26CYBER-TROTTA-YEAR",
+      "companyId": "TC-TROTTA",
+      "title": "Trotta公司原始主页搜索缓存",
+      "url": "https://www.linkedin.com/company/trotta",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司公开主页搜索缓存与直达访问缺项",
+      "summary": "原始公司页搜索正文可读：网址trotta.io，自报2025、2—10范围、AI模拟网络攻击；列FelaAkinse等。",
+      "limitation": "直达本轮UnexpectedStatus/Cachemiss，记录仅搜索缓存可读；奖项/融资不是客户销售，精确法人及当前自动防护交付未核。"
    }
  ],
  "reviews": [
@@ -94099,6 +94609,50 @@
        "TC26ENT3-YOUNIFIED-SEC"
      ],
      "handling": "企业26只代表具名原网址都有尝试/记录，不证明所有候选成立/AI/收入完成，2025与2026来源全覆盖仍缺。原3空锚保留，其中Spiky与具名同URL对应、其余2待核；主公司不重复新增。"
+    },
+    {
+      "id": "TC26CYBER-R-FINANCE",
+      "type": "安全软件、人工服务及损失/融资隔离",
+      "company": "2026网络安全13项",
+      "scope": "dataset",
+      "summary": "Cerberus软件年费与C7评估/培训、HODOR按用户欧元合同、PsyberCog咨询/干预伙伴、融资/事故损失/保额/客户ROI及攻击样本均不混入已实现自身ARR。",
+      "evidenceIds": [
+        "TC26CYBER-CERBERUS-HOME",
+        "TC26CYBER-CERBERUS-YEAR",
+        "TC26CYBER-HODOR-TERMS",
+        "TC26CYBER-HODOR-PRICE",
+        "TC26CYBER-HARDSHELL-SEC",
+        "TC26CYBER-PSYBERCOG-YEAR",
+        "TC26CYBER-REIN-HOME",
+        "TC26CYBER-SPEKTRUM-HOME",
+        "TC26CYBER-TROTTA-HOME"
+      ],
+      "handling": "4新公司收入未知、无新增财务观测。报价、资本、使用/对话/攻击计数不年化；后续核合同、净费、续订、外包与通话/模型/实施成本，缺项与离散性不直接推出造假。"
+    },
+    {
+      "id": "TC26CYBER-R-ROSTER",
+      "type": "2026安全组13项有限名单与原始证据范围",
+      "company": "2026总入口具名201URL",
+      "scope": "dataset",
+      "summary": "原始名单安全13网址全有访问/候选记录，4新关联、7旧范围外、2原始年份缺；公司帖14类别数量不改原名单13。现52登记、149未登记。HODOR条款与法国官方API2025唯一编号对应。",
+      "evidenceIds": [
+        "TC26AG-INDEX",
+        "TC26CYBER-APATE-HOME",
+        "TC26CYBER-CERBERUS-YEAR",
+        "TC26CYBER-CUDE-HOME",
+        "TC26CYBER-DETECTIF-COMPANY",
+        "TC26CYBER-DETECTIF-BENCHMARK",
+        "TC26CYBER-HARDSHELL-YEAR",
+        "TC26CYBER-HODOR-REGISTER",
+        "TC26CYBER-INDORA-PROFILE",
+        "TC26CYBER-MAGIER-YEAR",
+        "TC26CYBER-PSYBERCOG-YEAR",
+        "TC26CYBER-REIN-YEAR",
+        "TC26CYBER-SPEKTRUM-YEAR",
+        "TC26CYBER-STRAIKER-YEAR",
+        "TC26CYBER-TROTTA-YEAR"
+      ],
+      "handling": "原始名单/2025对账不回写，访问登记不等主体/AI/财务全核。CUDE/Magier普通HTML可读与网页工具失败分列，Trotta公司缓存与直达不同；Detectif评分归属与厂商延迟分开，未读GitHub结果不升级技术等级，未执行外部攻击/安装或接入。"
    }
  ],
  "coverage": {
@@ -103530,6 +104084,221 @@
          ]
        }
      ]
+    },
+    {
+      "id": "TC-2026-battlefield-cybersecurity-1",
+      "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": "2026网络安全组13具名原网址全部访问：Hardshell/HODOR/PsyberCog/Trotta4关联新公司，7旧成立或旧业务暂范围外，Detectif/Indora2原始成立待核；无收入新增。2026现52具名登记、149未登记，3原空锚保留（Spiky同URL已对应、2待核）。",
+      "complete": false,
+      "records": [
+        {
+          "id": "TC26-CYBER-APATE",
+          "name": "Apate.ai",
+          "url": "https://www.apate.ai/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "公司同域页自报2024，暂范围外；面向金融/电信反诈。对话机器人、情报订阅、运营/通话成本与软件净费待拆，诈骗损失/融资非收入。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CYBER-APATE-HOME",
+            "TC26CYBER-APATE-YEAR"
+          ]
+        },
+        {
+          "id": "TC26-CYBER-CERBERUS",
+          "name": "Cerberus",
+          "url": "https://c7-security.com/cerberus",
+          "categoryId": "C04",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "原始About明确C7集团2021起步；Cerberus是产品，暂范围外而不新增2026公司。年费报价、评估/顾问/培训和软件收入分开，未独立验证机器证明或攻击安全。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CYBER-CERBERUS-HOME",
+            "TC26CYBER-CERBERUS-YEAR"
+          ]
+        },
+        {
+          "id": "TC26-CYBER-CUDE",
+          "name": "Cude Labs",
+          "url": "https://thecude.com",
+          "categoryId": "C03",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "公司原始页2023且website精确对应，暂范围外；普通HTML可读而网页工具超时分列。访问后可见性/AI协作安全设施，研究合作、试点和精确商用合同仍待核。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CYBER-CUDE-HOME",
+            "TC26CYBER-CUDE-YEAR"
+          ]
+        },
+        {
+          "id": "TC26-CYBER-DETECTIF",
+          "name": "DetectifAI, Inc.",
+          "url": "https://detectif.ai/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "原始技术/团队页可读，创办者页转载2025媒体年但独立成立/法人原始依据缺，待核；厂商基准把Podonos评分与自报延迟分开，固定提交不可读，未升级独立验证或补ARR。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CYBER-DETECTIF-HOME",
+            "TC26CYBER-DETECTIF-COMPANY",
+            "TC26CYBER-DETECTIF-BENCHMARK",
+            "TC26CYBER-DETECTIF-YEAR-ACCESS"
+          ]
+        },
+        {
+          "id": "TC26-CYBER-HARDSHELL",
+          "name": "Hardshell",
+          "url": "https://www.hardshell.ai",
+          "categoryId": "C03",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "linked",
+          "note": "公司原始页2025关联；数据访问/权限和AI安全设施归C03。融资申报非ARR，报价、合同和独立泄露防护效果未知；未混入同名服装或军用装备公司。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CYBER-HARDSHELL-HOME",
+            "TC26CYBER-HARDSHELL-YEAR",
+            "TC26CYBER-HARDSHELL-SEC"
+          ],
+          "companyId": "TC-HARDSHELL"
+        },
+        {
+          "id": "TC26-CYBER-HODOR",
+          "name": "HODOR",
+          "url": "https://www.hodor.ai/",
+          "categoryId": "C03",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "linked",
+          "note": "条款COLIBRI唯一编号与法国官方API对应2025-07-02，关联主表；按用户月费与实际经常收入分开，未凭同名品牌套用其他主体。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CYBER-HODOR-HOME",
+            "TC26CYBER-HODOR-TERMS",
+            "TC26CYBER-HODOR-PRICE",
+            "TC26CYBER-HODOR-REGISTER"
+          ],
+          "companyId": "TC-HODOR"
+        },
+        {
+          "id": "TC26-CYBER-INDORA",
+          "name": "Indora Labs",
+          "url": "https://www.indoralabs.com/",
+          "categoryId": "C03",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "当前ArbiterAI授权和原始加速器材料可读，但公司页无Founded，第三方2025未替原始证据，待核成立/精确主体；合同与价格未知。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CYBER-INDORA-HOME",
+            "TC26CYBER-INDORA-PROFILE",
+            "TC26CYBER-INDORA-ACCELERATOR"
+          ]
+        },
+        {
+          "id": "TC26-CYBER-MAGIER",
+          "name": "Magier AI",
+          "url": "https://magier.ai/",
+          "categoryId": "C05",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "公司原始页2024暂范围外；原站普通HTML可读/网页工具超时区别保留。治理/合规工作流归C05，仪表盘示例与审计证据整理不当独立认证或软件ARR。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CYBER-MAGIER-HOME",
+            "TC26CYBER-MAGIER-YEAR"
+          ]
+        },
+        {
+          "id": "TC26-CYBER-PSYBERCOG",
+          "name": "PsyberCog Labs, Inc.",
+          "url": "https://www.psybercog.com",
+          "categoryId": "C05",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "linked",
+          "note": "公司原始页2025及PATHMap的AI作用关联；安全决策/治理归C05。保留咨询/评估/伙伴干预人力，原名单13项不按该公司帖称14强改；无自身收入披露。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CYBER-PSYBERCOG-HOME",
+            "TC26CYBER-PSYBERCOG-YEAR"
+          ],
+          "companyId": "TC-PSYBERCOG"
+        },
+        {
+          "id": "TC26-CYBER-REIN",
+          "name": "Rein Security",
+          "url": "https://reinsec.io",
+          "categoryId": "C03",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "公司原始页2024，暂范围外；运行安全设施归C03。融资和创始人旧产品收入非本公司ARR；实际计费、净费和独立效果待核。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CYBER-REIN-HOME",
+            "TC26CYBER-REIN-YEAR"
+          ]
+        },
+        {
+          "id": "TC26-CYBER-SPEKTRUM",
+          "name": "Spektrum Labs",
+          "url": "https://spektrum.ai/",
+          "categoryId": "C05",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "原始公司页2021暂范围外；现安全韧性/控制及恢复证据，未上市功能单列。保额/保险赔付、组合规模与软件净费分开，未知不当零。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CYBER-SPEKTRUM-HOME",
+            "TC26CYBER-SPEKTRUM-YEAR"
+          ]
+        },
+        {
+          "id": "TC26-CYBER-STRAIKER",
+          "name": "Straiker",
+          "url": "https://www.straiker.ai/",
+          "categoryId": "C03",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "公司公开页2024暂范围外；不以2025发布重置，也不混保龄球同名主体。安全研究与商业套餐、实际效果及自身收入分别留缺。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CYBER-STRAIKER-HOME",
+            "TC26CYBER-STRAIKER-YEAR"
+          ]
+        },
+        {
+          "id": "TC26-CYBER-TROTTA",
+          "name": "Trotta",
+          "url": "https://www.trotta.io",
+          "categoryId": "C05",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "linked",
+          "note": "原始公司搜索缓存自报2025，按AI社会工程风险方案关联但标交付待核；现官网文章不是产品证据或已实现收入。直达公司页失败与缓存分开，事故损失/奖项不作ARR。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CYBER-TROTTA-HOME",
+            "TC26CYBER-TROTTA-YEAR"
+          ],
+          "companyId": "TC-TROTTA"
+        }
+      ]
    }
  ],
  "directoryRechecks": [
@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-31-tc26-enterprise-3",
+  "sourceVersion": "2026-10-31-tc26-cyber-1",
  "asOf": "2026-10-31",
  "metric": "platform-mrr-usd",
  "sampleUnit": "product-or-business",