research: audit 2026 energy roster and industrial revenue scope

This commit is contained in:
2026-10-31 20:27:48 +08:00
parent 4269d05b2e
commit 91d4734763
5 changed files with 527 additions and 20 deletions
+1 -1
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@@ -184,7 +184,7 @@ async function main() {
const research = await researchResponse.json();
assert.equal(research.companies.length, 1180);
assert.equal(research.categories.length, 11);
assert.equal(research.evidence.length, 4191);
assert.equal(research.evidence.length, 4214);
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 });
+2 -2
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@@ -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, 1180);
assert.equal(initial.evidence.length, 4191);
assert.equal(initial.evidence.length, 4214);
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, 83);
assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 85);
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"]);
+476 -1
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@@ -1,5 +1,5 @@
{
"version": "2026-10-31-tc26-consumer-1",
"version": "2026-10-31-tc26-energy-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": [
@@ -90145,6 +90145,259 @@
"kind": "官方/公司自述:2026消费组原始资料复核",
"summary": "2026-10-20条款列YOPISAS、Rouen及RCS883377863,销售机器人及猫食。",
"limitation": "登记号为公司条款自述未独立登记复核,股本不是营收;新Yomy品牌不重置旧YOPI主体成立。"
},
{
"id": "TC26ENE-ADDEN-1",
"companyId": null,
"title": "Adden当前电池原始官网",
"url": "http://AddenEnergy.com",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "Harvard衍生动态稳定电池,面向EV、机器人和数据中心等应用。",
"limitation": "性能/不燃/寿命为厂商主张未独立验证;电池/材料/授权及客户能源节省不是软件ARR。"
},
{
"id": "TC26ENE-ADDEN-2",
"companyId": null,
"title": "Adden原始公司年",
"url": "https://www.linkedin.com/company/adden-energy",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "同域公司自报2021、Harvardspinout及2—10范围。",
"limitation": "公司自述非独立注册;24关联账户不当精确团队,旧大学研究年非公司成立,AI应用不等AI模型产品。"
},
{
"id": "TC26ENE-CHARGE-1",
"companyId": null,
"title": "ChargeMate原始AI充电运营平台",
"url": "https://www.chargemate.ai",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "面向充电站司机问题排查、客服与网络运营,展示客户Logo及恢复充电场次。",
"limitation": "恢复充电款、运营方客服省工和解决率为厂商自述,不当自身营收或独立测试;未连接设备。"
},
{
"id": "TC26ENE-CHARGE-2",
"companyId": null,
"title": "ChargeMate原始公司年",
"url": "https://www.linkedin.com/company/chargemate-ai/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "同域公司自报2024、SF Bay Area及2—10范围。",
"limitation": "公司自报非独立登记;99%车型等覆盖/Logo不等收入或付费合同,客户能源销售非软件ARR。"
},
{
"id": "TC26ENE-CLIMA-1",
"companyId": null,
"title": "Climasel原始相变材料与访问差异",
"url": "https://climasel.info/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "直达网页无正文,原域搜索缓存及about/product描述相变材料吊顶/墙板储热,减少空调使用。",
"limitation": "自动相变不是AI证据;23%/25%/最高30%节能不同页面条件未核,不当独立测试或自身软件收入。"
},
{
"id": "TC26ENE-CLIMA-2",
"companyId": null,
"title": "Climasel原始公司年",
"url": "https://www.linkedin.com/company/climasel",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "原始公司页自报2019、Baku及2—10范围,Elmar/Aysel/Fatima团队和材料板业务对应原域缓存。",
"limitation": "自述非独立登记,英国联系地址不自动新集团年;客户节约5000美元/年不是企业ARR。"
},
{
"id": "TC26ENE-CUBE-1",
"companyId": null,
"title": "CubeNexus原名单访问缺项",
"url": "https://www.cubenexus.xyz",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "原名单网址网页工具不可访问。",
"limitation": "不当停业/零收入;商业交付依据另列原始同域公司页,不下载任何软件。"
},
{
"id": "TC26ENE-CUBE-2",
"companyId": null,
"title": "CubeNexus原始公司年与数据业务",
"url": "https://www.linkedin.com/company/cubenexus/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "同域公司自报2024、Tulsa及2—10范围,StevenBrandt等,空间/传感/时间序列整合并可供AI使用。",
"limitation": "自报非独立登记/性能验证;加速器/电力机构参与不等付费合同,空间数据价值和客户资产不是软件ARR。"
},
{
"id": "TC26ENE-DANU-1",
"companyId": null,
"title": "Danu原始公司时间线",
"url": "https://www.danuwater.com/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "官网列2025-01成立、KyraSedranskCampbell/JackLedingham及2026工业纸厂试点。",
"limitation": "2024离开学界不当精确公司年;60立方米/日现处理与400设计容量分列,95%回收/TRL为自报未独立验证。"
},
{
"id": "TC26ENE-DANU-2",
"companyId": null,
"title": "Danu原始技术与交付",
"url": "https://www.danuwater.com/technology/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "选择膜/电场移除离子,随入水变化调节,按场地交付预处理/控制/模块系统,试验/现场试点按需。",
"limitation": "自适应控制/多物理模型不自动机器学习;设备/现场工程/水资源节省与独立软件净费分开,无实际ARR。"
},
{
"id": "TC26ENE-DANU-3",
"companyId": null,
"title": "Danu英国原始登记",
"url": "https://find-and-update.company-information.service.gov.uk/company/16179774",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "DANUWATERLTD 16179774,2025-01-13注册,Sheffield,业务为设备安装和工业工程设计。",
"limitation": "登记证明公司字段不证明AI/合同或财务,官网同名与双董事另作对应;不读未提供财报金额。"
},
{
"id": "TC26ENE-DANU-4",
"companyId": null,
"title": "Danu英国董事原始对应",
"url": "https://find-and-update.company-information.service.gov.uk/company/16179774/officers",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "同登记的KyraLaurenSedranskCampbell及JackSamuelPeterLedingham两董事与官网团队相符。",
"limitation": "董事兼秘书的3职务记录非3个人/精确员工;公司身份核验不等产品效果、收入或独立AI技术验证。"
},
{
"id": "TC26ENE-GINNO-1",
"companyId": null,
"title": "GinnoLab原始主体/年份与材料交付",
"url": "https://www.ginnolab.com",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "官网列GinnoLabCoLtd、2021、YoonJinho及337-86-02146,主营防火/散热无机涂层、工业PoC。",
"limitation": "注册号为公司自述未独立登记;视频/研究合作/专利数量不证明本产品分类或独立效果,₩1.05T行业损失非收入,AI核心未见证据。"
},
{
"id": "TC26ENE-HELIX-1",
"companyId": null,
"title": "Helix当前原始电化学原料业务",
"url": "https://helixcarbon.co/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "官网简短描述以电化学给重工业供原料、关闭碳循环。",
"limitation": "页脚2026不是成立;化工原料、装置及工艺授权/硬件服务与净软件费分开,AI核心未见证据。"
},
{
"id": "TC26ENE-HELIX-2",
"companyId": null,
"title": "Helix原始MIT衍生目录缓存",
"url": "https://deshpande.mit.edu/spinouts/helix-carbon/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "MIT衍生公司目录缓存Year2024,模块化CO2转原料方案,同域反链;追溯2022研究项目。",
"limitation": "直达502/原始缓存可读分列;Year是衍生目录非精确注册,2022旧研究不直接当公司年;前大学研究不当独立商业测试。"
},
{
"id": "TC26ENE-LICUBE-1",
"companyId": null,
"title": "Licube原域访问与研究索引",
"url": "https://licube3.com",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "官网直达工具UnexpectedStatusCode;原域研究PDF索引可读,正文产品业务依公司页另列。",
"limitation": "不称完整PDF已读或独立商业效果验证,不以旧论文发表年重置公司年,访问失败不当停业。"
},
{
"id": "TC26ENE-LICUBE-2",
"companyId": null,
"title": "Licube原始公司年与试产",
"url": "https://www.linkedin.com/company/licube",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "同域公司自报2024、Houston及2—10范围,电渗析提纯锂及美日试产/可供样品。",
"limitation": "公司自述非独立登记;纯度/速度未独立实测,全球投资承诺、样品量和化学品销售不是软件ARR。"
},
{
"id": "TC26ENE-LNK-1",
"companyId": null,
"title": "LNK原始释氢装置与团队",
"url": "https://lnkenergies.com/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "SayandeepBiswas/AlexisHuynh团队,由LOHC经HRU按需释氢,MIT研究转重型运输动力设备。",
"limitation": "2023研究与2025公司衍生分列;专利/低成本主张不证明AI,柴油市场规模/排碳减少/客户燃料费不是自身软件收入。"
},
{
"id": "TC26ENE-LNK-2",
"companyId": null,
"title": "LNK原始孵化机构名录",
"url": "https://greentown.org/members/lnk-energies",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "GreentownBoston会员原始资料列Founded2025,反链lnkenergies.com及CEOSayandeepBiswas。",
"limitation": "机构资料非独立法律登记;会员/加速和氢能研发非AI产品证明,不混印度LNKGreenEnergy或lnk.energy。"
},
{
"id": "TC26ENE-NOBLE-1",
"companyId": null,
"title": "Noble当前断路器和App",
"url": "https://noblecarbon.io",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "官网提供改装智能断路器及按回路监控/控制电力App、预约入口。",
"limitation": "安全、性能与节约为厂商描述未独立验证;监控/优化不单独证明AI核心,硬件安装与软件净费分开。"
},
{
"id": "TC26ENE-NOBLE-2",
"companyId": null,
"title": "Noble原始公司年",
"url": "https://www.linkedin.com/company/noble-carbon",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "同域公司自报2023、Pittsfield及2—10范围,MegDelaney/JaredLebos等对应。",
"limitation": "公司自报非独立登记;电力公司激励、客户账单/储能交易及关联账户不当本公司软件ARR或精确员工。"
},
{
"id": "TC26ENE-PETRA-1",
"companyId": null,
"title": "Petra当前发电设备原始官网",
"url": "https://www.PetraPower.com",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "官网面向数据中心/工业/备用发电、燃料适应及效率,原域跳petrapower.com。",
"limitation": "100GW标题/燃料节约和up-time为市场/厂商主张,不当已售容量/收入或独立工程验证;AI客户应用非AI核心。"
},
{
"id": "TC26ENE-PETRA-2",
"companyId": null,
"title": "Petra原始公司年",
"url": "https://www.linkedin.com/company/petra-power-llc",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方/公司自述:2026能源组原始资料复核",
"summary": "同域公司自报2017、SolonOhio及11—50范围,固体氧化物发电/电解技术。",
"limitation": "自述非独立注册;设备/装置服务/发电收入与软件费分开,专利/客户燃料成本降低不当ARR。"
}
],
"reviews": [
@@ -97643,6 +97896,52 @@
"TC26CON-YOPI-3"
],
"handling": "原www不可读/根域可读及外壳/原始搜索缓存分列。Prolo名单Inc与CGTechnologyCorp、Hotline与ShaysReflections、Yopi/Yomy对应保留边界,不混同名老企业。收购/参赛/政策/产品发布不替成立;具名128登记/73待登记,原空锚1待核,全部来源未完成。"
},
{
"id": "TC26ENE-R-REVENUE",
"type": "能源材料、工业装置与客户节省边界",
"company": "2026能源清洁技术11项",
"scope": "dataset",
"summary": "电池/涂层/相变板/高纯锂、碳转化原料、释氢/发电装置、安装工程/维修与软件净费分列;充电客户恢复收入不作ChargeMate收入。",
"evidenceIds": [
"TC26ENE-ADDEN-1",
"TC26ENE-CHARGE-1",
"TC26ENE-CLIMA-1",
"TC26ENE-CUBE-1",
"TC26ENE-DANU-1",
"TC26ENE-GINNO-1",
"TC26ENE-HELIX-1",
"TC26ENE-LICUBE-1",
"TC26ENE-LNK-1",
"TC26ENE-NOBLE-1",
"TC26ENE-PETRA-1",
"TC26ENE-DANU-2"
],
"handling": "无收入观测新增。客户节水/电费/燃料节约、行业损失、处理流量/设计容量、发电市场GW、融资/投资承诺与真实营收不同;一次设备工程和持续服务/软件合同需分别核实,材料试产不等经常订阅。"
},
{
"id": "TC26ENE-R-ROSTER",
"type": "2026能源11项旧年与AI缺项",
"company": "2026总入口具名201URL",
"scope": "dataset",
"summary": "Adden2021/ChargeMate2024/Climasel2019/CubeNexus2024/Ginno2021/HelixMIT2024/Licube2024/Noble2023/Petra2017暂范围外;Danu2025英国登记/双创始人及LNK孵化机构2025对应但AI核心待核。",
"evidenceIds": [
"TC26AG-INDEX",
"TC26ENE-ADDEN-2",
"TC26ENE-CHARGE-2",
"TC26ENE-CLIMA-2",
"TC26ENE-CUBE-2",
"TC26ENE-DANU-2",
"TC26ENE-HELIX-2",
"TC26ENE-LICUBE-2",
"TC26ENE-LNK-2",
"TC26ENE-NOBLE-2",
"TC26ENE-PETRA-2",
"TC26ENE-DANU-3",
"TC26ENE-DANU-4",
"TC26ENE-GINNO-1"
],
"handling": "自动控制/相变/电化学、供电AI设备及多物理模型不自动机器学习;新应用/参赛不重置成立,原始缓存与直达失败分列。具名139登记/62待登记及Nunatak空锚待核,全部来源未完成。"
}
],
"coverage": {
@@ -108585,6 +108884,182 @@
]
}
]
},
{
"id": "TC-2026-battlefield-energy-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能源清洁技术11原网址逐项核对:9旧年/衍生公司暂范围外,Danu/LNK2025但AI核心待核,无新增主公司/收入。具名139登记/62待登记。",
"complete": false,
"records": [
{
"id": "TC26-ENE-ADDEN",
"name": "Adden Energy",
"url": "http://AddenEnergy.com",
"categoryId": "C10",
"kind": "company",
"profileStatus": "readable",
"status": "outside-cohort",
"note": "公司自报2021暂范围外,固态电池供应/授权不自动AI主营;为AI设备供电与自身AI核心分开。",
"evidenceIds": [
"TC26AG-INDEX",
"TC26ENE-ADDEN-1",
"TC26ENE-ADDEN-2"
]
},
{
"id": "TC26-ENE-CHARGE",
"name": "ChargeMate",
"url": "https://www.chargemate.ai",
"categoryId": "C07",
"kind": "company",
"profileStatus": "readable",
"status": "outside-cohort",
"note": "公司自报2024暂范围外,AI充电客服/运营归C07;找回客户充电收入与自身软件费分开。",
"evidenceIds": [
"TC26AG-INDEX",
"TC26ENE-CHARGE-1",
"TC26ENE-CHARGE-2"
]
},
{
"id": "TC26-ENE-CLIMA",
"name": "Climasel Ltd.",
"url": "https://climasel.info/",
"categoryId": "C10",
"kind": "company",
"profileStatus": "unavailable",
"status": "outside-cohort",
"note": "原始公司2019暂范围外,相变材料板供货/安装及AI核心缺项分开,不由2026加速项目重置年。",
"evidenceIds": [
"TC26AG-INDEX",
"TC26ENE-CLIMA-1",
"TC26ENE-CLIMA-2"
]
},
{
"id": "TC26-ENE-CUBE",
"name": "CubeNexus",
"url": "https://www.cubenexus.xyz",
"categoryId": "C02",
"kind": "company",
"profileStatus": "unavailable",
"status": "outside-cohort",
"note": "同域公司2024暂范围外;空间/时间序列数据软件暂C02,原域访问失败与原始公司缓存分列。",
"evidenceIds": [
"TC26AG-INDEX",
"TC26ENE-CUBE-1",
"TC26ENE-CUBE-2"
]
},
{
"id": "TC26-ENE-DANU",
"name": "Danu Water",
"url": "https://www.danuwater.com/",
"categoryId": "C10",
"kind": "company",
"profileStatus": "readable",
"status": "pending-ai",
"note": "官网2025及英国登记2025-01-13/双创始人对应;自适应电膜水处理明确,但AI核心未见原始证明,暂候选不入AI主表。",
"evidenceIds": [
"TC26AG-INDEX",
"TC26ENE-DANU-1",
"TC26ENE-DANU-2",
"TC26ENE-DANU-3",
"TC26ENE-DANU-4"
]
},
{
"id": "TC26-ENE-GINNO",
"name": "GinnoLab",
"url": "https://www.ginnolab.com",
"categoryId": "C10",
"kind": "company",
"profileStatus": "readable",
"status": "outside-cohort",
"note": "官网明确2021及韩国主体暂范围外,石墨烯/纳米陶瓷涂层与AI业务分开,材料PoC不作SaaS。",
"evidenceIds": [
"TC26AG-INDEX",
"TC26ENE-GINNO-1"
]
},
{
"id": "TC26-ENE-HELIX",
"name": "Helix Carbon",
"url": "https://helixcarbon.co/",
"categoryId": "C10",
"kind": "company",
"profileStatus": "readable",
"status": "outside-cohort",
"note": "MIT原始衍生目录Year2024暂范围外,与2022研究项目分列;不混德国1990螺旋桨HelixCarbonGmbH。",
"evidenceIds": [
"TC26AG-INDEX",
"TC26ENE-HELIX-1",
"TC26ENE-HELIX-2"
]
},
{
"id": "TC26-ENE-LICUBE",
"name": "Licube, Inc.",
"url": "https://licube3.com",
"categoryId": "C10",
"kind": "company",
"profileStatus": "unavailable",
"status": "outside-cohort",
"note": "同域公司2024暂范围外,电渗析高纯锂试产;大学研究和材料样品不是AI软件或已实现ARR。",
"evidenceIds": [
"TC26AG-INDEX",
"TC26ENE-LICUBE-1",
"TC26ENE-LICUBE-2"
]
},
{
"id": "TC26-ENE-LNK",
"name": "LNK Energies",
"url": "https://lnkenergies.com/",
"categoryId": "C10",
"kind": "company",
"profileStatus": "readable",
"status": "pending-ai",
"note": "Greentown原始名录2025成立,同域/CEO对应;LOHC释氢动力装置明确、AI主营缺,暂候选不入主表。",
"evidenceIds": [
"TC26AG-INDEX",
"TC26ENE-LNK-1",
"TC26ENE-LNK-2"
]
},
{
"id": "TC26-ENE-NOBLE",
"name": "Noble Carbon",
"url": "https://noblecarbon.io",
"categoryId": "C10",
"kind": "company",
"profileStatus": "readable",
"status": "outside-cohort",
"note": "原始公司2023暂范围外;智能断路器/能耗监控与独立软件收入分列,不把碳/电力交易或省电当ARR。",
"evidenceIds": [
"TC26AG-INDEX",
"TC26ENE-NOBLE-1",
"TC26ENE-NOBLE-2"
]
},
{
"id": "TC26-ENE-PETRA",
"name": "Petra Power",
"url": "https://www.PetraPower.com",
"categoryId": "C10",
"kind": "company",
"profileStatus": "readable",
"status": "outside-cohort",
"note": "同域公司2017暂范围外;固体氧化物发电面向数据中心不自动AI企业,不混其他国家2025同名太阳能公司。",
"evidenceIds": [
"TC26AG-INDEX",
"TC26ENE-PETRA-1",
"TC26ENE-PETRA-2"
]
}
]
}
],
"directoryRechecks": [
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{
"sourceVersion": "2026-10-31-tc26-consumer-1",
"sourceVersion": "2026-10-31-tc26-energy-1",
"asOf": "2026-10-31",
"metric": "platform-mrr-usd",
"sampleUnit": "product-or-business",