{"id":"51f1abba-a33d-42fb-ad45-1f9828252ecd","kind":"companies","code":"UB-C2591","name":"Snorkel AI","nameBasis":"source-english","summary":"Snorkel helps frontier labs and AI teams develop specialized training data and environments that set their m…","description":"Snorkel helps frontier labs and AI teams develop specialized training data and environments that set their models and agents apart.","country":"United States","category":null,"originalName":"Snorkel AI","eventDate":null,"website":"https://snorkel.ai/","sourceUpdatedAt":"2026-10-05T00:00:00.000Z","englishUpdatedAt":"2026-10-15T18:24:24.606Z","reviewedAt":"2026-10-15T18:24:24.606Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"1c592b7409cce8fb56bab0c10aca24bccda0fb026ad31e138a79436a15c39e39","companyId":null,"foundedYear":2019,"logoUrl":"https://c.ux-cdn.com/1863156737900573-5aba7b40bf5e48ca8be5896e57b70eca/uniquebase%2Flogos%2Fcompany%2FrecuMA88emeRhX%2F3a0a71b76a604ef86080316f1699215d32204f9866f2b15f0703ea152dcc1129.png","originalText":"Snorkel helps frontier labs and AI teams develop specialized training data and environments that set their m…\n\nSnorkel helps frontier labs and AI teams develop specialized training data and environments that set their models and agents apart.","sources":[],"related":[{"id":"57240978-c80b-424d-a377-6c7c569aa3db","kind":"institutions","code":"UB-I809","name":"Addition","nameBasis":"original-brand","summary":"A growth-stage investment firm founded by Lee Fixel.","description":"A growth-stage investment firm founded by Lee Fixel.","country":null,"category":null,"originalName":"Addition","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:16:21.645Z","englishUpdatedAt":"2026-10-15T21:02:48.766Z","reviewedAt":"2026-10-15T21:02:48.766Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"b45ff3e7625373cbcfa06be9103b0b7775d8dafb6a76862fe000d0f0b3157759","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/addition"},{"id":"4cefb020-65bb-43cd-aedb-8e51bd169e89","kind":"people","code":"UB-P868","name":"Alexander Ratner","nameBasis":"original-brand","summary":"Co-founder","description":"","country":null,"category":null,"originalName":"Alexander Ratner","eventDate":null,"website":"https://www.linkedin.com/in/alexander-ratner-038ba239","sourceUpdatedAt":"2026-10-09T07:08:40.151Z","englishUpdatedAt":"2026-10-15T17:35:40.122Z","reviewedAt":"2026-10-15T17:35:40.122Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"1066ab015a838962a883ff7d70b0a6c591daff32079d37ee3713a6e73ad1a5d3","companyId":"51f1abba-a33d-42fb-ad45-1f9828252ecd","foundedYear":null,"logoUrl":null,"path":"/people/alexander-ratner"},{"id":"7aed9293-c071-40e1-a02c-5e009ea16b40","kind":"institutions","code":"UB-I998","name":"Allegis Capital","nameBasis":"original-brand","summary":"Early-stage technology and life sciences investment firm.","description":"Early-stage technology and life sciences investment firm.","country":null,"category":null,"originalName":"Allegis Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.433Z","englishUpdatedAt":"2026-10-15T20:18:30.613Z","reviewedAt":"2026-10-15T20:18:30.613Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"0758be946e92037f303ae1391d961b50cc0c80f00ae4011072e72aee78dea7f7","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/allegis-capital"},{"id":"64d56287-7d10-440d-8c8f-24bb63931e90","kind":"institutions","code":"UB-I981","name":"Blumberg Capital","nameBasis":"original-brand","summary":"Early-stage technology and financial technology investment firm.","description":"Early-stage technology and financial technology investment firm.","country":null,"category":null,"originalName":"Blumberg Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.280Z","englishUpdatedAt":"2026-10-15T20:18:30.586Z","reviewedAt":"2026-10-15T20:18:30.586Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"df5bd51aa7126a6ce89d308d2b116bf89eaf5de67298c5a30f1318b034abfb98","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/blumberg-capital"},{"id":"e7aa28a9-2516-4a66-a025-7f93dd2267ba","kind":"institutions","code":"UB-I823","name":"Factory","nameBasis":"original-brand","summary":"A European early-stage technology investment firm.","description":"A European early-stage technology investment firm.","country":null,"category":null,"originalName":"Factory","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:19.103Z","englishUpdatedAt":"2026-10-15T18:21:17.344Z","reviewedAt":"2026-10-15T18:21:17.344Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"eaec03f20fb1a4e29b477753c995fdd5c8ece8ec265ed9295e7f2f73a176067c","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/factory"},{"id":"645be498-25f1-4968-876c-41687f0ffee4","kind":"institutions","code":"UB-I1008","name":"Frontline Ventures","nameBasis":"original-brand","summary":"Frontline Ventures, a European venture capital firm focused on startup investments.","description":"Frontline Ventures, a European venture capital firm focused on startup investments.","country":null,"category":null,"originalName":"Frontline Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:28.334Z","englishUpdatedAt":"2026-10-15T21:37:02.682Z","reviewedAt":"2026-10-15T21:37:02.682Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"067768abe002506cbcc57343c64544c5539740d7babd4f765af66d5629a4c7b9","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/frontline-ventures"},{"id":"f8c88419-8f6c-4a71-85d4-e2adf1902d93","kind":"institutions","code":"UB-I126","name":"Google Ventures","nameBasis":"original-brand","summary":"Also known as GV, Alphabet's venture capital firm focused on early- and growth-stage technology investments.","description":"Also known as GV, Alphabet's venture capital firm focused on early- and growth-stage technology investments.","country":null,"category":null,"originalName":"Google Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.604Z","englishUpdatedAt":"2026-10-15T21:41:18.695Z","reviewedAt":"2026-10-15T21:41:18.695Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d04bb12f5ac7eb0ced51f43024c0a2c575f0d09b884de34c37a2a8c878fbb39e","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/google-ventures"},{"id":"6bffac6c-244b-4aa5-98a6-1e98e315500c","kind":"institutions","code":"UB-I476","name":"Greylock Partners","nameBasis":"original-brand","summary":"An established US venture capital firm focused on consumer and enterprise technology.","description":"An established US venture capital firm focused on consumer and enterprise technology.","country":null,"category":null,"originalName":"Greylock Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:54:26.950Z","englishUpdatedAt":"2026-10-15T20:44:29.415Z","reviewedAt":"2026-10-15T20:44:29.415Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d6a3813aaee0a54bc355b34b335b8efce242ab8ed450ca92fd44b7191905a7c2","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/greylock-partners"},{"id":"10eab593-16d3-4f37-ae9c-64d51d8a9475","kind":"institutions","code":"UB-I043","name":"Insight Partners","nameBasis":"original-brand","summary":"A globally prominent growth-stage venture capital firm in software and SaaS, focused on high-growth technology enterprises.","description":"A globally prominent growth-stage venture capital firm in software and SaaS, focused on high-growth technology enterprises.","country":null,"category":null,"originalName":"Insight Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.736Z","englishUpdatedAt":"2026-10-15T21:38:48.439Z","reviewedAt":"2026-10-15T21:38:48.439Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"f4565a4fbf5ccce8d45edcc38b4e9ca6483d45a13dafad48a0f5844df2121da1","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/insight-partners"},{"id":"f021e728-d47d-42a3-b9cf-92267d04a380","kind":"institutions","code":"UB-I071","name":"Lightspeed Venture Partners","nameBasis":"original-brand","summary":"A globally prominent venture capital firm covering early- and growth-stage technology investments in the US, China, Israel, and other markets.","description":"A globally prominent venture capital firm covering early- and growth-stage technology investments in the US, China, Israel, and other markets.","country":null,"category":null,"originalName":"Lightspeed Venture Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.631Z","englishUpdatedAt":"2026-10-15T21:39:21.284Z","reviewedAt":"2026-10-15T21:39:21.284Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"5160c93d7c9474e6252c37972398e454fa4235b5fb5b334024802b653f584d0f","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/lightspeed-venture-partners"},{"id":"f1a5e775-cf6a-4818-ae3d-b3e7a78adb80","kind":"institutions","code":"UB-I307","name":"March Capital","nameBasis":"original-brand","summary":"A US venture capital firm focused on early- and growth-stage technology investments.","description":"A US venture capital firm focused on early- and growth-stage technology investments.","country":null,"category":null,"originalName":"March Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:18:20.854Z","englishUpdatedAt":"2026-10-15T21:06:35.450Z","reviewedAt":"2026-10-15T21:06:35.450Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"3bb6c32a45c5887a5cd49c9d1f95448ab72260b3b9d09a4994a0842f12857725","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/march-capital"},{"id":"b7616e47-2fc8-4f1d-b72e-4e2746506c3f","kind":"institutions","code":"UB-I516","name":"Prosperity7 Ventures","nameBasis":"original-brand","summary":"Diversified venture capital fund under Saudi Aramco.","description":"Diversified venture capital fund under Saudi Aramco.","country":null,"category":null,"originalName":"Prosperity7 Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:54:25.829Z","englishUpdatedAt":"2026-10-15T20:18:30.681Z","reviewedAt":"2026-10-15T20:18:30.681Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"9d4920334f17a7daa3aa400c352ef9696489b7f719cfaf5f2a48e49ec23b8327","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/prosperity7-ventures"},{"id":"ed7f25f2-63dd-4e02-8bd0-f50f09fe7e13","kind":"institutions","code":"UB-I092","name":"S32","nameBasis":"original-brand","summary":"S32 is a U.S. venture capital firm, focused on investment in early- and growth-stage technology companies.","description":"S32 is a U.S. venture capital firm, focused on investment in early- and growth-stage technology companies.","country":null,"category":null,"originalName":"S32","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:24.706Z","englishUpdatedAt":"2026-10-15T18:26:25.218Z","reviewedAt":"2026-10-15T18:26:25.218Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d3c4eb9bf4eaeec7db425890d6065d5307d7ae9f36dc87ff0b116197e0c530ee","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/s32"},{"id":"fdccc5e4-1e49-4b7d-9bae-f1ec2d8f6d6d","kind":"products","code":"UB-D5797","name":"Snorkel","nameBasis":"original-brand","summary":"Snorkel helps frontier labs and AI teams develop specialized training data and environments that set their models and agents apart.","description":"Snorkel helps frontier labs and AI teams develop specialized training data and environments that set their models and agents apart.","country":null,"category":null,"originalName":"Snorkel","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-11T16:58:41.762Z","englishUpdatedAt":"2026-10-15T18:24:25.197Z","reviewedAt":"2026-10-15T18:24:25.197Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"9439a86cba0146c8a458936b36708b1255a3e5b84010cc46f9717e1504b7d05f","companyId":"51f1abba-a33d-42fb-ad45-1f9828252ecd","foundedYear":null,"logoUrl":null,"path":"/products/snorkel"},{"id":"0bcbf508-406d-48d3-b940-feeb6f67cbc4","kind":"news","code":"0bcbf508-406d-48d3-b940-feeb6f67cbc4","name":"Snorkel AI raises $350M Series E at $3.5B valuation","nameBasis":"translated-title","summary":"On 2026-9-22, according to Snorkel AI official / TechCrunch reporting, Snorkel AI completed a USD 350 million Series E financing at a USD 3.5 billion valuation","description":"","country":null,"category":null,"originalName":"Snorkel AI完成3.5亿美元E轮融资，估值35亿美元","eventDate":"2026-09-22T00:00:00.000Z","website":"https://snorkel.ai/press/snorkel-ai-raises-350m-to-scale-the-data-factory-for-frontier-ai/","sourceUpdatedAt":"2026-10-17T23:00:21.211Z","englishUpdatedAt":"2026-10-18T08:53:21.619Z","reviewedAt":"2026-10-18T08:53:21.619Z","snapshotAt":"2026-10-18T08:51:49.337Z","sourceHash":"466d5269171f60d99bc6925576d6b1d4ed03b98358998df521ddd2e97d30f88b","companyId":"51f1abba-a33d-42fb-ad45-1f9828252ecd","foundedYear":null,"logoUrl":null,"path":"/news/0bcbf508-406d-48d3-b940-feeb6f67cbc4"},{"id":"029a4839-cd36-4d4e-bb4b-f389031570c2","kind":"news","code":"029a4839-cd36-4d4e-bb4b-f389031570c2","name":"Snorkel AI raises USD 100 million in Series D financing","nameBasis":"translated-title","summary":"","description":"","country":null,"category":null,"originalName":"Snorkel AI完成1亿美元D轮融资","eventDate":"2025-05-30T00:00:00.000Z","website":null,"sourceUpdatedAt":"2026-10-14T11:08:18.323Z","englishUpdatedAt":"2026-10-15T17:19:59.183Z","reviewedAt":"2026-10-15T17:19:59.183Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"678381c46b3abf574a8485c4855f7ec326747f9a6c62d7b41f68871b008387ad","companyId":"51f1abba-a33d-42fb-ad45-1f9828252ecd","foundedYear":null,"logoUrl":null,"path":"/news/029a4839-cd36-4d4e-bb4b-f389031570c2"},{"id":"94a3e10e-ffc0-4802-b7ce-62a9938971b0","kind":"news","code":"94a3e10e-ffc0-4802-b7ce-62a9938971b0","name":"Snorkel AI reaches USD 375 million in ARR","nameBasis":"translated-title","summary":"On 2026/9/23, Snorkel AI reported that Snorkel AI disclosed annual recurring revenue (ARR) of USD 375 million in the AI Data & Analytics sector.","description":"","country":null,"category":null,"originalName":"Snorkel AI ARR达到3.75亿美元","eventDate":"2026-09-23T00:00:00.000Z","website":"https://snorkel.ai/blog/data-2-0-and-the-research-era-of-ai-data/","sourceUpdatedAt":"2026-10-10T18:51:54.709Z","englishUpdatedAt":"2026-10-15T22:28:01.912Z","reviewedAt":"2026-10-15T22:28:01.912Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"1ae78124ab6122527679cf986299a0ebdc74978739efa9fee62d873bde3cd0c3","companyId":"51f1abba-a33d-42fb-ad45-1f9828252ecd","foundedYear":null,"logoUrl":null,"path":"/news/94a3e10e-ffc0-4802-b7ce-62a9938971b0"},{"id":"0d6f5c27-ee64-415d-a2e0-78699f9b3fb0","kind":"institutions","code":"UB-I993","name":"Standard","nameBasis":"original-brand","summary":"Standard is a U.S. venture capital firm, focused on early-stage innovation projects.","description":"Standard is a U.S. venture capital firm, focused on early-stage innovation projects.","country":null,"category":null,"originalName":"Standard","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:28.246Z","englishUpdatedAt":"2026-10-15T18:43:03.498Z","reviewedAt":"2026-10-15T18:43:03.498Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d0df5c7a0ef1b93e1fe62ff5ee2d03e161048673f33d3c0c1071d8a69f43d25a","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/standard"},{"id":"add441d1-ec16-4fd0-b85e-c5a9f9088e66","kind":"institutions","code":"UB-I1022","name":"Third Point Ventures","nameBasis":"original-brand","summary":"Third Point's early-stage technology investment division.","description":"Third Point's early-stage technology investment division.","country":null,"category":null,"originalName":"Third Point Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.722Z","englishUpdatedAt":"2026-10-15T20:58:45.588Z","reviewedAt":"2026-10-15T20:58:45.588Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"3daf2a63bfc05c4e468bc76b95283d7b7b1c14976e7a315a210dc1dd2ea95d7d","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/third-point-ventures"},{"id":"00ae9377-64af-437a-b32f-de3576ecf7c3","kind":"institutions","code":"UB-I1037","name":"Walden Catalyst","nameBasis":"original-brand","summary":"Early-stage AI and deep technology investment firm.","description":"Early-stage AI and deep technology investment firm.","country":null,"category":null,"originalName":"Walden Catalyst","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.936Z","englishUpdatedAt":"2026-10-15T20:13:55.761Z","reviewedAt":"2026-10-15T20:13:55.761Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"2a3573d22f4ef22f605e8967e3159c469f962e25cb903e535d5bce6e6d5c8d4e","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/walden-catalyst"},{"id":"a2c8e9c2-cb4d-4fb5-af67-a21bf75fd481","kind":"institutions","code":"UB-I963","name":"Wells Fargo","nameBasis":"original-brand","summary":"Corporate strategic investment division of a large U.S. bank.","description":"Corporate strategic investment division of a large U.S. bank.","country":null,"category":null,"originalName":"Wells Fargo","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:20.975Z","englishUpdatedAt":"2026-10-15T20:27:18.807Z","reviewedAt":"2026-10-15T20:27:18.807Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"6e2385d511bedc7ea038753c014baf104c32e29ecc339b61063874ebc2d714c8","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/wells-fargo"}],"finance":{"funding":{"metric":"funding","count":2,"latest":{"value":350000000,"text":"3.5亿美元","date":"2026-09-22T00:00:00.000Z","round":"Series E","estimate":"$350M"},"years":[2025,2026],"points":[{"year":2025,"date":"2025-05-30T00:00:00.000Z","round":"Series D","value":100000000,"eventIds":["029a4839-cd36-4d4e-bb4b-f389031570c2"]},{"year":2026,"date":"2026-09-22T00:00:00.000Z","round":"Series E","value":350000000,"eventIds":["0bcbf508-406d-48d3-b940-feeb6f67cbc4"]}],"linePoints":[],"conflictGroups":0,"omittedRecordCount":0,"records":[{"id":"0bcbf508-406d-48d3-b940-feeb6f67cbc4","date":"2026-09-22T00:00:00.000Z","round":"Series E","amountText":"3.5亿美元","estimateUsd":350000000,"estimateLabel":"$350M","estimateNote":null,"investors":"Insight Partners、S32 联合领投，Addition 跟投，新进 March Capital、Blumberg Capital、Allegis Capital、Frontline、Standard、Third Point Ventures，老股东 Greylock、Lightspeed、GV、Factory、Prosperity7、Walden Catalyst、Wells Fargo","institutions":[{"id":"57240978-c80b-424d-a377-6c7c569aa3db","kind":"institutions","code":"UB-I809","name":"Addition","nameBasis":"original-brand","summary":"A growth-stage investment firm founded by Lee Fixel.","description":"A growth-stage investment firm founded by Lee Fixel.","country":null,"category":null,"originalName":"Addition","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:16:21.645Z","englishUpdatedAt":"2026-10-15T21:02:48.766Z","reviewedAt":"2026-10-15T21:02:48.766Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"b45ff3e7625373cbcfa06be9103b0b7775d8dafb6a76862fe000d0f0b3157759","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/addition"},{"id":"7aed9293-c071-40e1-a02c-5e009ea16b40","kind":"institutions","code":"UB-I998","name":"Allegis Capital","nameBasis":"original-brand","summary":"Early-stage technology and life sciences investment firm.","description":"Early-stage technology and life sciences investment firm.","country":null,"category":null,"originalName":"Allegis Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.433Z","englishUpdatedAt":"2026-10-15T20:18:30.613Z","reviewedAt":"2026-10-15T20:18:30.613Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"0758be946e92037f303ae1391d961b50cc0c80f00ae4011072e72aee78dea7f7","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/allegis-capital"},{"id":"64d56287-7d10-440d-8c8f-24bb63931e90","kind":"institutions","code":"UB-I981","name":"Blumberg Capital","nameBasis":"original-brand","summary":"Early-stage technology and financial technology investment firm.","description":"Early-stage technology and financial technology investment firm.","country":null,"category":null,"originalName":"Blumberg Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.280Z","englishUpdatedAt":"2026-10-15T20:18:30.586Z","reviewedAt":"2026-10-15T20:18:30.586Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"df5bd51aa7126a6ce89d308d2b116bf89eaf5de67298c5a30f1318b034abfb98","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/blumberg-capital"},{"id":"e7aa28a9-2516-4a66-a025-7f93dd2267ba","kind":"institutions","code":"UB-I823","name":"Factory","nameBasis":"original-brand","summary":"A European early-stage technology investment firm.","description":"A European early-stage technology investment firm.","country":null,"category":null,"originalName":"Factory","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:19.103Z","englishUpdatedAt":"2026-10-15T18:21:17.344Z","reviewedAt":"2026-10-15T18:21:17.344Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"eaec03f20fb1a4e29b477753c995fdd5c8ece8ec265ed9295e7f2f73a176067c","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/factory"},{"id":"645be498-25f1-4968-876c-41687f0ffee4","kind":"institutions","code":"UB-I1008","name":"Frontline Ventures","nameBasis":"original-brand","summary":"Frontline Ventures, a European venture capital firm focused on startup investments.","description":"Frontline Ventures, a European venture capital firm focused on startup investments.","country":null,"category":null,"originalName":"Frontline Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:28.334Z","englishUpdatedAt":"2026-10-15T21:37:02.682Z","reviewedAt":"2026-10-15T21:37:02.682Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"067768abe002506cbcc57343c64544c5539740d7babd4f765af66d5629a4c7b9","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/frontline-ventures"},{"id":"f8c88419-8f6c-4a71-85d4-e2adf1902d93","kind":"institutions","code":"UB-I126","name":"Google Ventures","nameBasis":"original-brand","summary":"Also known as GV, Alphabet's venture capital firm focused on early- and growth-stage technology investments.","description":"Also known as GV, Alphabet's venture capital firm focused on early- and growth-stage technology investments.","country":null,"category":null,"originalName":"Google Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.604Z","englishUpdatedAt":"2026-10-15T21:41:18.695Z","reviewedAt":"2026-10-15T21:41:18.695Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d04bb12f5ac7eb0ced51f43024c0a2c575f0d09b884de34c37a2a8c878fbb39e","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/google-ventures"},{"id":"6bffac6c-244b-4aa5-98a6-1e98e315500c","kind":"institutions","code":"UB-I476","name":"Greylock Partners","nameBasis":"original-brand","summary":"An established US venture capital firm focused on consumer and enterprise technology.","description":"An established US venture capital firm focused on consumer and enterprise technology.","country":null,"category":null,"originalName":"Greylock Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:54:26.950Z","englishUpdatedAt":"2026-10-15T20:44:29.415Z","reviewedAt":"2026-10-15T20:44:29.415Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d6a3813aaee0a54bc355b34b335b8efce242ab8ed450ca92fd44b7191905a7c2","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/greylock-partners"},{"id":"10eab593-16d3-4f37-ae9c-64d51d8a9475","kind":"institutions","code":"UB-I043","name":"Insight Partners","nameBasis":"original-brand","summary":"A globally prominent growth-stage venture capital firm in software and SaaS, focused on high-growth technology enterprises.","description":"A globally prominent growth-stage venture capital firm in software and SaaS, focused on high-growth technology enterprises.","country":null,"category":null,"originalName":"Insight Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.736Z","englishUpdatedAt":"2026-10-15T21:38:48.439Z","reviewedAt":"2026-10-15T21:38:48.439Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"f4565a4fbf5ccce8d45edcc38b4e9ca6483d45a13dafad48a0f5844df2121da1","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/insight-partners"},{"id":"f021e728-d47d-42a3-b9cf-92267d04a380","kind":"institutions","code":"UB-I071","name":"Lightspeed Venture Partners","nameBasis":"original-brand","summary":"A globally prominent venture capital firm covering early- and growth-stage technology investments in the US, China, Israel, and other markets.","description":"A globally prominent venture capital firm covering early- and growth-stage technology investments in the US, China, Israel, and other markets.","country":null,"category":null,"originalName":"Lightspeed Venture Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.631Z","englishUpdatedAt":"2026-10-15T21:39:21.284Z","reviewedAt":"2026-10-15T21:39:21.284Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"5160c93d7c9474e6252c37972398e454fa4235b5fb5b334024802b653f584d0f","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/lightspeed-venture-partners"},{"id":"f1a5e775-cf6a-4818-ae3d-b3e7a78adb80","kind":"institutions","code":"UB-I307","name":"March Capital","nameBasis":"original-brand","summary":"A US venture capital firm focused on early- and growth-stage technology investments.","description":"A US venture capital firm focused on early- and growth-stage technology investments.","country":null,"category":null,"originalName":"March Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:18:20.854Z","englishUpdatedAt":"2026-10-15T21:06:35.450Z","reviewedAt":"2026-10-15T21:06:35.450Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"3bb6c32a45c5887a5cd49c9d1f95448ab72260b3b9d09a4994a0842f12857725","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/march-capital"},{"id":"b7616e47-2fc8-4f1d-b72e-4e2746506c3f","kind":"institutions","code":"UB-I516","name":"Prosperity7 Ventures","nameBasis":"original-brand","summary":"Diversified venture capital fund under Saudi Aramco.","description":"Diversified venture capital fund under Saudi Aramco.","country":null,"category":null,"originalName":"Prosperity7 Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:54:25.829Z","englishUpdatedAt":"2026-10-15T20:18:30.681Z","reviewedAt":"2026-10-15T20:18:30.681Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"9d4920334f17a7daa3aa400c352ef9696489b7f719cfaf5f2a48e49ec23b8327","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/prosperity7-ventures"},{"id":"ed7f25f2-63dd-4e02-8bd0-f50f09fe7e13","kind":"institutions","code":"UB-I092","name":"S32","nameBasis":"original-brand","summary":"S32 is a U.S. venture capital firm, focused on investment in early- and growth-stage technology companies.","description":"S32 is a U.S. venture capital firm, focused on investment in early- and growth-stage technology companies.","country":null,"category":null,"originalName":"S32","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:24.706Z","englishUpdatedAt":"2026-10-15T18:26:25.218Z","reviewedAt":"2026-10-15T18:26:25.218Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d3c4eb9bf4eaeec7db425890d6065d5307d7ae9f36dc87ff0b116197e0c530ee","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/s32"},{"id":"0d6f5c27-ee64-415d-a2e0-78699f9b3fb0","kind":"institutions","code":"UB-I993","name":"Standard","nameBasis":"original-brand","summary":"Standard is a U.S. venture capital firm, focused on early-stage innovation projects.","description":"Standard is a U.S. venture capital firm, focused on early-stage innovation projects.","country":null,"category":null,"originalName":"Standard","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:28.246Z","englishUpdatedAt":"2026-10-15T18:43:03.498Z","reviewedAt":"2026-10-15T18:43:03.498Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d0df5c7a0ef1b93e1fe62ff5ee2d03e161048673f33d3c0c1071d8a69f43d25a","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/standard"},{"id":"add441d1-ec16-4fd0-b85e-c5a9f9088e66","kind":"institutions","code":"UB-I1022","name":"Third Point Ventures","nameBasis":"original-brand","summary":"Third Point's early-stage technology investment division.","description":"Third Point's early-stage technology investment division.","country":null,"category":null,"originalName":"Third Point Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.722Z","englishUpdatedAt":"2026-10-15T20:58:45.588Z","reviewedAt":"2026-10-15T20:58:45.588Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"3daf2a63bfc05c4e468bc76b95283d7b7b1c14976e7a315a210dc1dd2ea95d7d","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/third-point-ventures"},{"id":"00ae9377-64af-437a-b32f-de3576ecf7c3","kind":"institutions","code":"UB-I1037","name":"Walden Catalyst","nameBasis":"original-brand","summary":"Early-stage AI and deep technology investment firm.","description":"Early-stage AI and deep technology investment firm.","country":null,"category":null,"originalName":"Walden Catalyst","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.936Z","englishUpdatedAt":"2026-10-15T20:13:55.761Z","reviewedAt":"2026-10-15T20:13:55.761Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"2a3573d22f4ef22f605e8967e3159c469f962e25cb903e535d5bce6e6d5c8d4e","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/walden-catalyst"},{"id":"a2c8e9c2-cb4d-4fb5-af67-a21bf75fd481","kind":"institutions","code":"UB-I963","name":"Wells Fargo","nameBasis":"original-brand","summary":"Corporate strategic investment division of a large U.S. bank.","description":"Corporate strategic investment division of a large U.S. bank.","country":null,"category":null,"originalName":"Wells Fargo","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:20.975Z","englishUpdatedAt":"2026-10-15T20:27:18.807Z","reviewedAt":"2026-10-15T20:27:18.807Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"6e2385d511bedc7ea038753c014baf104c32e29ecc339b61063874ebc2d714c8","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/wells-fargo"}],"newsUrl":"https://snorkel.ai/press/snorkel-ai-raises-350m-to-scale-the-data-factory-for-frontier-ai/","evidence":{"headline":"Snorkel AI raises $350M Series E at $3.5B valuation","brief":"On 2026-9-22, according to Snorkel AI official / TechCrunch reporting, Snorkel AI completed a USD 350 million Series E financing at a USD 3.5 billion valuation","basis":"translated-source-brief","newsPath":"/news/0bcbf508-406d-48d3-b940-feeb6f67cbc4","sourceCount":1}},{"id":"029a4839-cd36-4d4e-bb4b-f389031570c2","date":"2025-05-30T00:00:00.000Z","round":"Series D","amountText":"1亿美元","estimateUsd":100000000,"estimateLabel":"$100M","estimateNote":null,"investors":"Addition","institutions":[{"id":"57240978-c80b-424d-a377-6c7c569aa3db","kind":"institutions","code":"UB-I809","name":"Addition","nameBasis":"original-brand","summary":"A growth-stage investment firm founded by Lee Fixel.","description":"A growth-stage investment firm founded by Lee Fixel.","country":null,"category":null,"originalName":"Addition","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:16:21.645Z","englishUpdatedAt":"2026-10-15T21:02:48.766Z","reviewedAt":"2026-10-15T21:02:48.766Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"b45ff3e7625373cbcfa06be9103b0b7775d8dafb6a76862fe000d0f0b3157759","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/addition"}],"newsUrl":null,"evidence":{"headline":"Snorkel AI raises USD 100 million in Series D financing","brief":null,"basis":null,"newsPath":"/news/029a4839-cd36-4d4e-bb4b-f389031570c2","sourceCount":0}}],"totalRaised":null},"valuation":{"metric":"valuation","count":2,"latest":{"value":3500000000,"text":"35亿美元","date":"2026-09-22T00:00:00.000Z","round":"Series E","estimate":"$3.5B"},"years":[2026],"points":[{"year":2026,"date":"2026-09-22T00:00:00.000Z","round":"Series E","value":3500000000,"eventIds":["0bcbf508-406d-48d3-b940-feeb6f67cbc4"]}],"linePoints":[{"year":2026,"date":"2026-09-22T00:00:00.000Z","round":"Series E","value":3500000000,"eventIds":["0bcbf508-406d-48d3-b940-feeb6f67cbc4"]}],"conflictGroups":0,"omittedRecordCount":1,"records":[{"id":"0bcbf508-406d-48d3-b940-feeb6f67cbc4","date":"2026-09-22T00:00:00.000Z","round":"Series E","amountText":"35亿美元","estimateUsd":3500000000,"estimateLabel":"$3.5B","estimateNote":null,"investors":"Insight Partners、S32 联合领投，Addition 跟投，新进 March Capital、Blumberg Capital、Allegis Capital、Frontline、Standard、Third Point Ventures，老股东 Greylock、Lightspeed、GV、Factory、Prosperity7、Walden Catalyst、Wells Fargo","institutions":[{"id":"57240978-c80b-424d-a377-6c7c569aa3db","kind":"institutions","code":"UB-I809","name":"Addition","nameBasis":"original-brand","summary":"A growth-stage investment firm founded by Lee Fixel.","description":"A growth-stage investment firm founded by Lee Fixel.","country":null,"category":null,"originalName":"Addition","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:16:21.645Z","englishUpdatedAt":"2026-10-15T21:02:48.766Z","reviewedAt":"2026-10-15T21:02:48.766Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"b45ff3e7625373cbcfa06be9103b0b7775d8dafb6a76862fe000d0f0b3157759","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/addition"},{"id":"7aed9293-c071-40e1-a02c-5e009ea16b40","kind":"institutions","code":"UB-I998","name":"Allegis Capital","nameBasis":"original-brand","summary":"Early-stage technology and life sciences investment firm.","description":"Early-stage technology and life sciences investment firm.","country":null,"category":null,"originalName":"Allegis Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.433Z","englishUpdatedAt":"2026-10-15T20:18:30.613Z","reviewedAt":"2026-10-15T20:18:30.613Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"0758be946e92037f303ae1391d961b50cc0c80f00ae4011072e72aee78dea7f7","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/allegis-capital"},{"id":"64d56287-7d10-440d-8c8f-24bb63931e90","kind":"institutions","code":"UB-I981","name":"Blumberg Capital","nameBasis":"original-brand","summary":"Early-stage technology and financial technology investment firm.","description":"Early-stage technology and financial technology investment firm.","country":null,"category":null,"originalName":"Blumberg Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.280Z","englishUpdatedAt":"2026-10-15T20:18:30.586Z","reviewedAt":"2026-10-15T20:18:30.586Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"df5bd51aa7126a6ce89d308d2b116bf89eaf5de67298c5a30f1318b034abfb98","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/blumberg-capital"},{"id":"e7aa28a9-2516-4a66-a025-7f93dd2267ba","kind":"institutions","code":"UB-I823","name":"Factory","nameBasis":"original-brand","summary":"A European early-stage technology investment firm.","description":"A European early-stage technology investment firm.","country":null,"category":null,"originalName":"Factory","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:19.103Z","englishUpdatedAt":"2026-10-15T18:21:17.344Z","reviewedAt":"2026-10-15T18:21:17.344Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"eaec03f20fb1a4e29b477753c995fdd5c8ece8ec265ed9295e7f2f73a176067c","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/factory"},{"id":"645be498-25f1-4968-876c-41687f0ffee4","kind":"institutions","code":"UB-I1008","name":"Frontline Ventures","nameBasis":"original-brand","summary":"Frontline Ventures, a European venture capital firm focused on startup investments.","description":"Frontline Ventures, a European venture capital firm focused on startup investments.","country":null,"category":null,"originalName":"Frontline Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:28.334Z","englishUpdatedAt":"2026-10-15T21:37:02.682Z","reviewedAt":"2026-10-15T21:37:02.682Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"067768abe002506cbcc57343c64544c5539740d7babd4f765af66d5629a4c7b9","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/frontline-ventures"},{"id":"f8c88419-8f6c-4a71-85d4-e2adf1902d93","kind":"institutions","code":"UB-I126","name":"Google Ventures","nameBasis":"original-brand","summary":"Also known as GV, Alphabet's venture capital firm focused on early- and growth-stage technology investments.","description":"Also known as GV, Alphabet's venture capital firm focused on early- and growth-stage technology investments.","country":null,"category":null,"originalName":"Google Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.604Z","englishUpdatedAt":"2026-10-15T21:41:18.695Z","reviewedAt":"2026-10-15T21:41:18.695Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d04bb12f5ac7eb0ced51f43024c0a2c575f0d09b884de34c37a2a8c878fbb39e","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/google-ventures"},{"id":"6bffac6c-244b-4aa5-98a6-1e98e315500c","kind":"institutions","code":"UB-I476","name":"Greylock Partners","nameBasis":"original-brand","summary":"An established US venture capital firm focused on consumer and enterprise technology.","description":"An established US venture capital firm focused on consumer and enterprise technology.","country":null,"category":null,"originalName":"Greylock Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:54:26.950Z","englishUpdatedAt":"2026-10-15T20:44:29.415Z","reviewedAt":"2026-10-15T20:44:29.415Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d6a3813aaee0a54bc355b34b335b8efce242ab8ed450ca92fd44b7191905a7c2","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/greylock-partners"},{"id":"10eab593-16d3-4f37-ae9c-64d51d8a9475","kind":"institutions","code":"UB-I043","name":"Insight Partners","nameBasis":"original-brand","summary":"A globally prominent growth-stage venture capital firm in software and SaaS, focused on high-growth technology enterprises.","description":"A globally prominent growth-stage venture capital firm in software and SaaS, focused on high-growth technology enterprises.","country":null,"category":null,"originalName":"Insight Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.736Z","englishUpdatedAt":"2026-10-15T21:38:48.439Z","reviewedAt":"2026-10-15T21:38:48.439Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"f4565a4fbf5ccce8d45edcc38b4e9ca6483d45a13dafad48a0f5844df2121da1","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/insight-partners"},{"id":"f021e728-d47d-42a3-b9cf-92267d04a380","kind":"institutions","code":"UB-I071","name":"Lightspeed Venture Partners","nameBasis":"original-brand","summary":"A globally prominent venture capital firm covering early- and growth-stage technology investments in the US, China, Israel, and other markets.","description":"A globally prominent venture capital firm covering early- and growth-stage technology investments in the US, China, Israel, and other markets.","country":null,"category":null,"originalName":"Lightspeed Venture Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.631Z","englishUpdatedAt":"2026-10-15T21:39:21.284Z","reviewedAt":"2026-10-15T21:39:21.284Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"5160c93d7c9474e6252c37972398e454fa4235b5fb5b334024802b653f584d0f","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/lightspeed-venture-partners"},{"id":"f1a5e775-cf6a-4818-ae3d-b3e7a78adb80","kind":"institutions","code":"UB-I307","name":"March Capital","nameBasis":"original-brand","summary":"A US venture capital firm focused on early- and growth-stage technology investments.","description":"A US venture capital firm focused on early- and growth-stage technology investments.","country":null,"category":null,"originalName":"March Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:18:20.854Z","englishUpdatedAt":"2026-10-15T21:06:35.450Z","reviewedAt":"2026-10-15T21:06:35.450Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"3bb6c32a45c5887a5cd49c9d1f95448ab72260b3b9d09a4994a0842f12857725","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/march-capital"},{"id":"b7616e47-2fc8-4f1d-b72e-4e2746506c3f","kind":"institutions","code":"UB-I516","name":"Prosperity7 Ventures","nameBasis":"original-brand","summary":"Diversified venture capital fund under Saudi Aramco.","description":"Diversified venture capital fund under Saudi Aramco.","country":null,"category":null,"originalName":"Prosperity7 Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:54:25.829Z","englishUpdatedAt":"2026-10-15T20:18:30.681Z","reviewedAt":"2026-10-15T20:18:30.681Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"9d4920334f17a7daa3aa400c352ef9696489b7f719cfaf5f2a48e49ec23b8327","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/prosperity7-ventures"},{"id":"ed7f25f2-63dd-4e02-8bd0-f50f09fe7e13","kind":"institutions","code":"UB-I092","name":"S32","nameBasis":"original-brand","summary":"S32 is a U.S. venture capital firm, focused on investment in early- and growth-stage technology companies.","description":"S32 is a U.S. venture capital firm, focused on investment in early- and growth-stage technology companies.","country":null,"category":null,"originalName":"S32","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:24.706Z","englishUpdatedAt":"2026-10-15T18:26:25.218Z","reviewedAt":"2026-10-15T18:26:25.218Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d3c4eb9bf4eaeec7db425890d6065d5307d7ae9f36dc87ff0b116197e0c530ee","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/s32"},{"id":"0d6f5c27-ee64-415d-a2e0-78699f9b3fb0","kind":"institutions","code":"UB-I993","name":"Standard","nameBasis":"original-brand","summary":"Standard is a U.S. venture capital firm, focused on early-stage innovation projects.","description":"Standard is a U.S. venture capital firm, focused on early-stage innovation projects.","country":null,"category":null,"originalName":"Standard","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:28.246Z","englishUpdatedAt":"2026-10-15T18:43:03.498Z","reviewedAt":"2026-10-15T18:43:03.498Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d0df5c7a0ef1b93e1fe62ff5ee2d03e161048673f33d3c0c1071d8a69f43d25a","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/standard"},{"id":"add441d1-ec16-4fd0-b85e-c5a9f9088e66","kind":"institutions","code":"UB-I1022","name":"Third Point Ventures","nameBasis":"original-brand","summary":"Third Point's early-stage technology investment division.","description":"Third Point's early-stage technology investment division.","country":null,"category":null,"originalName":"Third Point Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.722Z","englishUpdatedAt":"2026-10-15T20:58:45.588Z","reviewedAt":"2026-10-15T20:58:45.588Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"3daf2a63bfc05c4e468bc76b95283d7b7b1c14976e7a315a210dc1dd2ea95d7d","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/third-point-ventures"},{"id":"00ae9377-64af-437a-b32f-de3576ecf7c3","kind":"institutions","code":"UB-I1037","name":"Walden Catalyst","nameBasis":"original-brand","summary":"Early-stage AI and deep technology investment firm.","description":"Early-stage AI and deep technology investment firm.","country":null,"category":null,"originalName":"Walden Catalyst","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.936Z","englishUpdatedAt":"2026-10-15T20:13:55.761Z","reviewedAt":"2026-10-15T20:13:55.761Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"2a3573d22f4ef22f605e8967e3159c469f962e25cb903e535d5bce6e6d5c8d4e","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/walden-catalyst"},{"id":"a2c8e9c2-cb4d-4fb5-af67-a21bf75fd481","kind":"institutions","code":"UB-I963","name":"Wells Fargo","nameBasis":"original-brand","summary":"Corporate strategic investment division of a large U.S. bank.","description":"Corporate strategic investment division of a large U.S. bank.","country":null,"category":null,"originalName":"Wells Fargo","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:20.975Z","englishUpdatedAt":"2026-10-15T20:27:18.807Z","reviewedAt":"2026-10-15T20:27:18.807Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"6e2385d511bedc7ea038753c014baf104c32e29ecc339b61063874ebc2d714c8","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/wells-fargo"}],"newsUrl":"https://snorkel.ai/press/snorkel-ai-raises-350m-to-scale-the-data-factory-for-frontier-ai/","evidence":{"headline":"Snorkel AI raises $350M Series E at $3.5B valuation","brief":"On 2026-9-22, according to Snorkel AI official / TechCrunch reporting, Snorkel AI completed a USD 350 million Series E financing at a USD 3.5 billion valuation","basis":"translated-source-brief","newsPath":"/news/0bcbf508-406d-48d3-b940-feeb6f67cbc4","sourceCount":1}},{"id":"029a4839-cd36-4d4e-bb4b-f389031570c2","date":"2025-05-30T00:00:00.000Z","round":"Series D","amountText":null,"estimateUsd":null,"estimateLabel":null,"estimateNote":null,"investors":"Addition","institutions":[{"id":"57240978-c80b-424d-a377-6c7c569aa3db","kind":"institutions","code":"UB-I809","name":"Addition","nameBasis":"original-brand","summary":"A growth-stage investment firm founded by Lee Fixel.","description":"A growth-stage investment firm founded by Lee Fixel.","country":null,"category":null,"originalName":"Addition","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:16:21.645Z","englishUpdatedAt":"2026-10-15T21:02:48.766Z","reviewedAt":"2026-10-15T21:02:48.766Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"b45ff3e7625373cbcfa06be9103b0b7775d8dafb6a76862fe000d0f0b3157759","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/addition"}],"newsUrl":null,"evidence":{"headline":"Snorkel AI raises USD 100 million in Series D financing","brief":null,"basis":null,"newsPath":"/news/029a4839-cd36-4d4e-bb4b-f389031570c2","sourceCount":0}}]},"revenue":{"metric":"revenue","count":1,"latest":{"value":375000000,"text":"3.75亿美元（ARR）","date":"2026-09-23T00:00:00.000Z","round":null,"estimate":"$375M (ARR)"},"years":[2026],"points":[{"year":2026,"date":"2026-09-23T00:00:00.000Z","round":null,"value":375000000,"eventIds":["94a3e10e-ffc0-4802-b7ce-62a9938971b0"]}],"linePoints":[],"conflictGroups":0,"omittedRecordCount":0,"records":[{"id":"94a3e10e-ffc0-4802-b7ce-62a9938971b0","date":"2026-09-23T00:00:00.000Z","round":null,"amountText":"3.75亿美元（ARR）","estimateUsd":375000000,"estimateLabel":"$375M (ARR)","estimateNote":null,"investors":null,"institutions":[],"newsUrl":"https://snorkel.ai/blog/data-2-0-and-the-research-era-of-ai-data/","evidence":{"headline":"Snorkel AI reaches USD 375 million in ARR","brief":"On 2026/9/23, Snorkel AI reported that Snorkel AI disclosed annual recurring revenue (ARR) of USD 375 million in the AI Data & Analytics sector.","basis":"translated-source-brief","newsPath":"/news/94a3e10e-ffc0-4802-b7ce-62a9938971b0","sourceCount":1}}]}},"events":[{"id":"94a3e10e-ffc0-4802-b7ce-62a9938971b0","kind":"other","eventDate":"2026-09-23T00:00:00.000Z","revenueDate":"2026-09-23T00:00:00.000Z","round":null,"amountText":null,"valuationText":null,"revenueText":"3.75亿美元（ARR）","cumulativeFundingText":"","amountEstimateUsd":null,"valuationEstimateUsd":null,"revenueEstimateUsd":375000000,"cumulativeFundingEstimateUsd":null,"investors":null,"newsUrl":"https://snorkel.ai/blog/data-2-0-and-the-research-era-of-ai-data/","newsTypes":["收入"],"institutions":[],"roundName":null,"amountLabel":null,"valuationLabel":null,"revenueLabel":"$375M (ARR)","cumulativeFundingLabel":null},{"id":"0bcbf508-406d-48d3-b940-feeb6f67cbc4","kind":"funding","eventDate":"2026-09-22T00:00:00.000Z","revenueDate":null,"round":"E轮","amountText":"3.5亿美元","valuationText":"35亿美元","revenueText":"","cumulativeFundingText":"","amountEstimateUsd":350000000,"valuationEstimateUsd":3500000000,"revenueEstimateUsd":null,"cumulativeFundingEstimateUsd":null,"investors":"Insight Partners、S32 联合领投，Addition 跟投，新进 March Capital、Blumberg Capital、Allegis Capital、Frontline、Standard、Third Point Ventures，老股东 Greylock、Lightspeed、GV、Factory、Prosperity7、Walden Catalyst、Wells Fargo","newsUrl":"https://snorkel.ai/press/snorkel-ai-raises-350m-to-scale-the-data-factory-for-frontier-ai/","newsTypes":["融资","估值"],"institutions":[{"id":"57240978-c80b-424d-a377-6c7c569aa3db","kind":"institutions","code":"UB-I809","name":"Addition","nameBasis":"original-brand","summary":"A growth-stage investment firm founded by Lee Fixel.","description":"A growth-stage investment firm founded by Lee Fixel.","country":null,"category":null,"originalName":"Addition","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:16:21.645Z","englishUpdatedAt":"2026-10-15T21:02:48.766Z","reviewedAt":"2026-10-15T21:02:48.766Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"b45ff3e7625373cbcfa06be9103b0b7775d8dafb6a76862fe000d0f0b3157759","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/addition"},{"id":"7aed9293-c071-40e1-a02c-5e009ea16b40","kind":"institutions","code":"UB-I998","name":"Allegis Capital","nameBasis":"original-brand","summary":"Early-stage technology and life sciences investment firm.","description":"Early-stage technology and life sciences investment firm.","country":null,"category":null,"originalName":"Allegis Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.433Z","englishUpdatedAt":"2026-10-15T20:18:30.613Z","reviewedAt":"2026-10-15T20:18:30.613Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"0758be946e92037f303ae1391d961b50cc0c80f00ae4011072e72aee78dea7f7","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/allegis-capital"},{"id":"64d56287-7d10-440d-8c8f-24bb63931e90","kind":"institutions","code":"UB-I981","name":"Blumberg Capital","nameBasis":"original-brand","summary":"Early-stage technology and financial technology investment firm.","description":"Early-stage technology and financial technology investment firm.","country":null,"category":null,"originalName":"Blumberg Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.280Z","englishUpdatedAt":"2026-10-15T20:18:30.586Z","reviewedAt":"2026-10-15T20:18:30.586Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"df5bd51aa7126a6ce89d308d2b116bf89eaf5de67298c5a30f1318b034abfb98","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/blumberg-capital"},{"id":"e7aa28a9-2516-4a66-a025-7f93dd2267ba","kind":"institutions","code":"UB-I823","name":"Factory","nameBasis":"original-brand","summary":"A European early-stage technology investment firm.","description":"A European early-stage technology investment firm.","country":null,"category":null,"originalName":"Factory","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:19.103Z","englishUpdatedAt":"2026-10-15T18:21:17.344Z","reviewedAt":"2026-10-15T18:21:17.344Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"eaec03f20fb1a4e29b477753c995fdd5c8ece8ec265ed9295e7f2f73a176067c","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/factory"},{"id":"645be498-25f1-4968-876c-41687f0ffee4","kind":"institutions","code":"UB-I1008","name":"Frontline Ventures","nameBasis":"original-brand","summary":"Frontline Ventures, a European venture capital firm focused on startup investments.","description":"Frontline Ventures, a European venture capital firm focused on startup investments.","country":null,"category":null,"originalName":"Frontline Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:28.334Z","englishUpdatedAt":"2026-10-15T21:37:02.682Z","reviewedAt":"2026-10-15T21:37:02.682Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"067768abe002506cbcc57343c64544c5539740d7babd4f765af66d5629a4c7b9","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/frontline-ventures"},{"id":"f8c88419-8f6c-4a71-85d4-e2adf1902d93","kind":"institutions","code":"UB-I126","name":"Google Ventures","nameBasis":"original-brand","summary":"Also known as GV, Alphabet's venture capital firm focused on early- and growth-stage technology investments.","description":"Also known as GV, Alphabet's venture capital firm focused on early- and growth-stage technology investments.","country":null,"category":null,"originalName":"Google Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.604Z","englishUpdatedAt":"2026-10-15T21:41:18.695Z","reviewedAt":"2026-10-15T21:41:18.695Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d04bb12f5ac7eb0ced51f43024c0a2c575f0d09b884de34c37a2a8c878fbb39e","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/google-ventures"},{"id":"6bffac6c-244b-4aa5-98a6-1e98e315500c","kind":"institutions","code":"UB-I476","name":"Greylock Partners","nameBasis":"original-brand","summary":"An established US venture capital firm focused on consumer and enterprise technology.","description":"An established US venture capital firm focused on consumer and enterprise technology.","country":null,"category":null,"originalName":"Greylock Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:54:26.950Z","englishUpdatedAt":"2026-10-15T20:44:29.415Z","reviewedAt":"2026-10-15T20:44:29.415Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d6a3813aaee0a54bc355b34b335b8efce242ab8ed450ca92fd44b7191905a7c2","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/greylock-partners"},{"id":"10eab593-16d3-4f37-ae9c-64d51d8a9475","kind":"institutions","code":"UB-I043","name":"Insight Partners","nameBasis":"original-brand","summary":"A globally prominent growth-stage venture capital firm in software and SaaS, focused on high-growth technology enterprises.","description":"A globally prominent growth-stage venture capital firm in software and SaaS, focused on high-growth technology enterprises.","country":null,"category":null,"originalName":"Insight Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.736Z","englishUpdatedAt":"2026-10-15T21:38:48.439Z","reviewedAt":"2026-10-15T21:38:48.439Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"f4565a4fbf5ccce8d45edcc38b4e9ca6483d45a13dafad48a0f5844df2121da1","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/insight-partners"},{"id":"f021e728-d47d-42a3-b9cf-92267d04a380","kind":"institutions","code":"UB-I071","name":"Lightspeed Venture Partners","nameBasis":"original-brand","summary":"A globally prominent venture capital firm covering early- and growth-stage technology investments in the US, China, Israel, and other markets.","description":"A globally prominent venture capital firm covering early- and growth-stage technology investments in the US, China, Israel, and other markets.","country":null,"category":null,"originalName":"Lightspeed Venture Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.631Z","englishUpdatedAt":"2026-10-15T21:39:21.284Z","reviewedAt":"2026-10-15T21:39:21.284Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"5160c93d7c9474e6252c37972398e454fa4235b5fb5b334024802b653f584d0f","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/lightspeed-venture-partners"},{"id":"f1a5e775-cf6a-4818-ae3d-b3e7a78adb80","kind":"institutions","code":"UB-I307","name":"March Capital","nameBasis":"original-brand","summary":"A US venture capital firm focused on early- and growth-stage technology investments.","description":"A US venture capital firm focused on early- and growth-stage technology investments.","country":null,"category":null,"originalName":"March Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:18:20.854Z","englishUpdatedAt":"2026-10-15T21:06:35.450Z","reviewedAt":"2026-10-15T21:06:35.450Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"3bb6c32a45c5887a5cd49c9d1f95448ab72260b3b9d09a4994a0842f12857725","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/march-capital"},{"id":"b7616e47-2fc8-4f1d-b72e-4e2746506c3f","kind":"institutions","code":"UB-I516","name":"Prosperity7 Ventures","nameBasis":"original-brand","summary":"Diversified venture capital fund under Saudi Aramco.","description":"Diversified venture capital fund under Saudi Aramco.","country":null,"category":null,"originalName":"Prosperity7 Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:54:25.829Z","englishUpdatedAt":"2026-10-15T20:18:30.681Z","reviewedAt":"2026-10-15T20:18:30.681Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"9d4920334f17a7daa3aa400c352ef9696489b7f719cfaf5f2a48e49ec23b8327","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/prosperity7-ventures"},{"id":"ed7f25f2-63dd-4e02-8bd0-f50f09fe7e13","kind":"institutions","code":"UB-I092","name":"S32","nameBasis":"original-brand","summary":"S32 is a U.S. venture capital firm, focused on investment in early- and growth-stage technology companies.","description":"S32 is a U.S. venture capital firm, focused on investment in early- and growth-stage technology companies.","country":null,"category":null,"originalName":"S32","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:24.706Z","englishUpdatedAt":"2026-10-15T18:26:25.218Z","reviewedAt":"2026-10-15T18:26:25.218Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d3c4eb9bf4eaeec7db425890d6065d5307d7ae9f36dc87ff0b116197e0c530ee","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/s32"},{"id":"0d6f5c27-ee64-415d-a2e0-78699f9b3fb0","kind":"institutions","code":"UB-I993","name":"Standard","nameBasis":"original-brand","summary":"Standard is a U.S. venture capital firm, focused on early-stage innovation projects.","description":"Standard is a U.S. venture capital firm, focused on early-stage innovation projects.","country":null,"category":null,"originalName":"Standard","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:28.246Z","englishUpdatedAt":"2026-10-15T18:43:03.498Z","reviewedAt":"2026-10-15T18:43:03.498Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d0df5c7a0ef1b93e1fe62ff5ee2d03e161048673f33d3c0c1071d8a69f43d25a","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/standard"},{"id":"add441d1-ec16-4fd0-b85e-c5a9f9088e66","kind":"institutions","code":"UB-I1022","name":"Third Point Ventures","nameBasis":"original-brand","summary":"Third Point's early-stage technology investment division.","description":"Third Point's early-stage technology investment division.","country":null,"category":null,"originalName":"Third Point Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.722Z","englishUpdatedAt":"2026-10-15T20:58:45.588Z","reviewedAt":"2026-10-15T20:58:45.588Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"3daf2a63bfc05c4e468bc76b95283d7b7b1c14976e7a315a210dc1dd2ea95d7d","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/third-point-ventures"},{"id":"00ae9377-64af-437a-b32f-de3576ecf7c3","kind":"institutions","code":"UB-I1037","name":"Walden Catalyst","nameBasis":"original-brand","summary":"Early-stage AI and deep technology investment firm.","description":"Early-stage AI and deep technology investment firm.","country":null,"category":null,"originalName":"Walden Catalyst","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.936Z","englishUpdatedAt":"2026-10-15T20:13:55.761Z","reviewedAt":"2026-10-15T20:13:55.761Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"2a3573d22f4ef22f605e8967e3159c469f962e25cb903e535d5bce6e6d5c8d4e","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/walden-catalyst"},{"id":"a2c8e9c2-cb4d-4fb5-af67-a21bf75fd481","kind":"institutions","code":"UB-I963","name":"Wells Fargo","nameBasis":"original-brand","summary":"Corporate strategic investment division of a large U.S. bank.","description":"Corporate strategic investment division of a large U.S. bank.","country":null,"category":null,"originalName":"Wells Fargo","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:20.975Z","englishUpdatedAt":"2026-10-15T20:27:18.807Z","reviewedAt":"2026-10-15T20:27:18.807Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"6e2385d511bedc7ea038753c014baf104c32e29ecc339b61063874ebc2d714c8","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/wells-fargo"}],"roundName":"Series E","amountLabel":"$350M","valuationLabel":"$3.5B","revenueLabel":null,"cumulativeFundingLabel":null},{"id":"029a4839-cd36-4d4e-bb4b-f389031570c2","kind":"funding","eventDate":"2025-05-30T00:00:00.000Z","revenueDate":null,"round":"D轮","amountText":"1亿美元","valuationText":null,"revenueText":"","cumulativeFundingText":"","amountEstimateUsd":100000000,"valuationEstimateUsd":null,"revenueEstimateUsd":null,"cumulativeFundingEstimateUsd":null,"investors":"Addition","newsUrl":null,"newsTypes":["融资"],"institutions":[{"id":"57240978-c80b-424d-a377-6c7c569aa3db","kind":"institutions","code":"UB-I809","name":"Addition","nameBasis":"original-brand","summary":"A growth-stage investment firm founded by Lee Fixel.","description":"A growth-stage investment firm founded by Lee Fixel.","country":null,"category":null,"originalName":"Addition","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:16:21.645Z","englishUpdatedAt":"2026-10-15T21:02:48.766Z","reviewedAt":"2026-10-15T21:02:48.766Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"b45ff3e7625373cbcfa06be9103b0b7775d8dafb6a76862fe000d0f0b3157759","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/addition"}],"roundName":"Series D","amountLabel":"$100M","valuationLabel":null,"revenueLabel":null,"cumulativeFundingLabel":null}],"team":[{"id":"4cefb020-65bb-43cd-aedb-8e51bd169e89","kind":"people","code":"UB-P868","name":"Alexander Ratner","nameBasis":"original-brand","summary":"Co-founder","description":"","country":null,"category":null,"originalName":"Alexander Ratner","eventDate":null,"website":"https://www.linkedin.com/in/alexander-ratner-038ba239","sourceUpdatedAt":"2026-10-09T07:08:40.151Z","englishUpdatedAt":"2026-10-15T17:35:40.122Z","reviewedAt":"2026-10-15T17:35:40.122Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"1066ab015a838962a883ff7d70b0a6c591daff32079d37ee3713a6e73ad1a5d3","companyId":"51f1abba-a33d-42fb-ad45-1f9828252ecd","foundedYear":null,"logoUrl":null,"path":"/people/alexander-ratner"}],"productsRelated":[{"id":"fdccc5e4-1e49-4b7d-9bae-f1ec2d8f6d6d","kind":"products","code":"UB-D5797","name":"Snorkel","nameBasis":"original-brand","summary":"Snorkel helps frontier labs and AI teams develop specialized training data and environments that set their models and agents apart.","description":"Snorkel helps frontier labs and AI teams develop specialized training data and environments that set their models and agents apart.","country":null,"category":null,"originalName":"Snorkel","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-11T16:58:41.762Z","englishUpdatedAt":"2026-10-15T18:24:25.197Z","reviewedAt":"2026-10-15T18:24:25.197Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"9439a86cba0146c8a458936b36708b1255a3e5b84010cc46f9717e1504b7d05f","companyId":"51f1abba-a33d-42fb-ad45-1f9828252ecd","foundedYear":null,"logoUrl":null,"path":"/products/snorkel"}],"investors":[{"id":"57240978-c80b-424d-a377-6c7c569aa3db","kind":"institutions","code":"UB-I809","name":"Addition","nameBasis":"original-brand","summary":"A growth-stage investment firm founded by Lee Fixel.","description":"A growth-stage investment firm founded by Lee Fixel.","country":null,"category":null,"originalName":"Addition","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:16:21.645Z","englishUpdatedAt":"2026-10-15T21:02:48.766Z","reviewedAt":"2026-10-15T21:02:48.766Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"b45ff3e7625373cbcfa06be9103b0b7775d8dafb6a76862fe000d0f0b3157759","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/addition"},{"id":"7aed9293-c071-40e1-a02c-5e009ea16b40","kind":"institutions","code":"UB-I998","name":"Allegis Capital","nameBasis":"original-brand","summary":"Early-stage technology and life sciences investment firm.","description":"Early-stage technology and life sciences investment firm.","country":null,"category":null,"originalName":"Allegis Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.433Z","englishUpdatedAt":"2026-10-15T20:18:30.613Z","reviewedAt":"2026-10-15T20:18:30.613Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"0758be946e92037f303ae1391d961b50cc0c80f00ae4011072e72aee78dea7f7","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/allegis-capital"},{"id":"64d56287-7d10-440d-8c8f-24bb63931e90","kind":"institutions","code":"UB-I981","name":"Blumberg Capital","nameBasis":"original-brand","summary":"Early-stage technology and financial technology investment firm.","description":"Early-stage technology and financial technology investment firm.","country":null,"category":null,"originalName":"Blumberg Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.280Z","englishUpdatedAt":"2026-10-15T20:18:30.586Z","reviewedAt":"2026-10-15T20:18:30.586Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"df5bd51aa7126a6ce89d308d2b116bf89eaf5de67298c5a30f1318b034abfb98","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/blumberg-capital"},{"id":"e7aa28a9-2516-4a66-a025-7f93dd2267ba","kind":"institutions","code":"UB-I823","name":"Factory","nameBasis":"original-brand","summary":"A European early-stage technology investment firm.","description":"A European early-stage technology investment firm.","country":null,"category":null,"originalName":"Factory","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:19.103Z","englishUpdatedAt":"2026-10-15T18:21:17.344Z","reviewedAt":"2026-10-15T18:21:17.344Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"eaec03f20fb1a4e29b477753c995fdd5c8ece8ec265ed9295e7f2f73a176067c","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/factory"},{"id":"645be498-25f1-4968-876c-41687f0ffee4","kind":"institutions","code":"UB-I1008","name":"Frontline Ventures","nameBasis":"original-brand","summary":"Frontline Ventures, a European venture capital firm focused on startup investments.","description":"Frontline Ventures, a European venture capital firm focused on startup investments.","country":null,"category":null,"originalName":"Frontline Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:28.334Z","englishUpdatedAt":"2026-10-15T21:37:02.682Z","reviewedAt":"2026-10-15T21:37:02.682Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"067768abe002506cbcc57343c64544c5539740d7babd4f765af66d5629a4c7b9","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/frontline-ventures"},{"id":"f8c88419-8f6c-4a71-85d4-e2adf1902d93","kind":"institutions","code":"UB-I126","name":"Google Ventures","nameBasis":"original-brand","summary":"Also known as GV, Alphabet's venture capital firm focused on early- and growth-stage technology investments.","description":"Also known as GV, Alphabet's venture capital firm focused on early- and growth-stage technology investments.","country":null,"category":null,"originalName":"Google Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.604Z","englishUpdatedAt":"2026-10-15T21:41:18.695Z","reviewedAt":"2026-10-15T21:41:18.695Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d04bb12f5ac7eb0ced51f43024c0a2c575f0d09b884de34c37a2a8c878fbb39e","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/google-ventures"},{"id":"6bffac6c-244b-4aa5-98a6-1e98e315500c","kind":"institutions","code":"UB-I476","name":"Greylock Partners","nameBasis":"original-brand","summary":"An established US venture capital firm focused on consumer and enterprise technology.","description":"An established US venture capital firm focused on consumer and enterprise technology.","country":null,"category":null,"originalName":"Greylock Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:54:26.950Z","englishUpdatedAt":"2026-10-15T20:44:29.415Z","reviewedAt":"2026-10-15T20:44:29.415Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d6a3813aaee0a54bc355b34b335b8efce242ab8ed450ca92fd44b7191905a7c2","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/greylock-partners"},{"id":"10eab593-16d3-4f37-ae9c-64d51d8a9475","kind":"institutions","code":"UB-I043","name":"Insight Partners","nameBasis":"original-brand","summary":"A globally prominent growth-stage venture capital firm in software and SaaS, focused on high-growth technology enterprises.","description":"A globally prominent growth-stage venture capital firm in software and SaaS, focused on high-growth technology enterprises.","country":null,"category":null,"originalName":"Insight Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.736Z","englishUpdatedAt":"2026-10-15T21:38:48.439Z","reviewedAt":"2026-10-15T21:38:48.439Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"f4565a4fbf5ccce8d45edcc38b4e9ca6483d45a13dafad48a0f5844df2121da1","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/insight-partners"},{"id":"f021e728-d47d-42a3-b9cf-92267d04a380","kind":"institutions","code":"UB-I071","name":"Lightspeed Venture Partners","nameBasis":"original-brand","summary":"A globally prominent venture capital firm covering early- and growth-stage technology investments in the US, China, Israel, and other markets.","description":"A globally prominent venture capital firm covering early- and growth-stage technology investments in the US, China, Israel, and other markets.","country":null,"category":null,"originalName":"Lightspeed Venture Partners","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-14T11:22:28.631Z","englishUpdatedAt":"2026-10-15T21:39:21.284Z","reviewedAt":"2026-10-15T21:39:21.284Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"5160c93d7c9474e6252c37972398e454fa4235b5fb5b334024802b653f584d0f","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/lightspeed-venture-partners"},{"id":"f1a5e775-cf6a-4818-ae3d-b3e7a78adb80","kind":"institutions","code":"UB-I307","name":"March Capital","nameBasis":"original-brand","summary":"A US venture capital firm focused on early- and growth-stage technology investments.","description":"A US venture capital firm focused on early- and growth-stage technology investments.","country":null,"category":null,"originalName":"March Capital","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:18:20.854Z","englishUpdatedAt":"2026-10-15T21:06:35.450Z","reviewedAt":"2026-10-15T21:06:35.450Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"3bb6c32a45c5887a5cd49c9d1f95448ab72260b3b9d09a4994a0842f12857725","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/march-capital"},{"id":"b7616e47-2fc8-4f1d-b72e-4e2746506c3f","kind":"institutions","code":"UB-I516","name":"Prosperity7 Ventures","nameBasis":"original-brand","summary":"Diversified venture capital fund under Saudi Aramco.","description":"Diversified venture capital fund under Saudi Aramco.","country":null,"category":null,"originalName":"Prosperity7 Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:54:25.829Z","englishUpdatedAt":"2026-10-15T20:18:30.681Z","reviewedAt":"2026-10-15T20:18:30.681Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"9d4920334f17a7daa3aa400c352ef9696489b7f719cfaf5f2a48e49ec23b8327","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/prosperity7-ventures"},{"id":"ed7f25f2-63dd-4e02-8bd0-f50f09fe7e13","kind":"institutions","code":"UB-I092","name":"S32","nameBasis":"original-brand","summary":"S32 is a U.S. venture capital firm, focused on investment in early- and growth-stage technology companies.","description":"S32 is a U.S. venture capital firm, focused on investment in early- and growth-stage technology companies.","country":null,"category":null,"originalName":"S32","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:24.706Z","englishUpdatedAt":"2026-10-15T18:26:25.218Z","reviewedAt":"2026-10-15T18:26:25.218Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d3c4eb9bf4eaeec7db425890d6065d5307d7ae9f36dc87ff0b116197e0c530ee","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/s32"},{"id":"0d6f5c27-ee64-415d-a2e0-78699f9b3fb0","kind":"institutions","code":"UB-I993","name":"Standard","nameBasis":"original-brand","summary":"Standard is a U.S. venture capital firm, focused on early-stage innovation projects.","description":"Standard is a U.S. venture capital firm, focused on early-stage innovation projects.","country":null,"category":null,"originalName":"Standard","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T11:34:28.246Z","englishUpdatedAt":"2026-10-15T18:43:03.498Z","reviewedAt":"2026-10-15T18:43:03.498Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"d0df5c7a0ef1b93e1fe62ff5ee2d03e161048673f33d3c0c1071d8a69f43d25a","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/standard"},{"id":"add441d1-ec16-4fd0-b85e-c5a9f9088e66","kind":"institutions","code":"UB-I1022","name":"Third Point Ventures","nameBasis":"original-brand","summary":"Third Point's early-stage technology investment division.","description":"Third Point's early-stage technology investment division.","country":null,"category":null,"originalName":"Third Point Ventures","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.722Z","englishUpdatedAt":"2026-10-15T20:58:45.588Z","reviewedAt":"2026-10-15T20:58:45.588Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"3daf2a63bfc05c4e468bc76b95283d7b7b1c14976e7a315a210dc1dd2ea95d7d","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/third-point-ventures"},{"id":"00ae9377-64af-437a-b32f-de3576ecf7c3","kind":"institutions","code":"UB-I1037","name":"Walden Catalyst","nameBasis":"original-brand","summary":"Early-stage AI and deep technology investment firm.","description":"Early-stage AI and deep technology investment firm.","country":null,"category":null,"originalName":"Walden Catalyst","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:21.936Z","englishUpdatedAt":"2026-10-15T20:13:55.761Z","reviewedAt":"2026-10-15T20:13:55.761Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"2a3573d22f4ef22f605e8967e3159c469f962e25cb903e535d5bce6e6d5c8d4e","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/walden-catalyst"},{"id":"a2c8e9c2-cb4d-4fb5-af67-a21bf75fd481","kind":"institutions","code":"UB-I963","name":"Wells Fargo","nameBasis":"original-brand","summary":"Corporate strategic investment division of a large U.S. bank.","description":"Corporate strategic investment division of a large U.S. bank.","country":null,"category":null,"originalName":"Wells Fargo","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-15T10:56:20.975Z","englishUpdatedAt":"2026-10-15T20:27:18.807Z","reviewedAt":"2026-10-15T20:27:18.807Z","snapshotAt":"2026-10-15T14:23:27.067Z","sourceHash":"6e2385d511bedc7ea038753c014baf104c32e29ecc339b61063874ebc2d714c8","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/institutions/wells-fargo"}],"path":"/companies/snorkel-ai","structured":{"city":"Palo Alto","country":"United States","location":null,"role":null,"category":null,"company":null},"definition":"Snorkel AI is a company in the MaaS sector headquartered in Palo Alto, United States, founded in 2019.","summaryBasis":"translated","thin":false,"canonical":"https://uniquebase.ai/companies/snorkel-ai"}