{"id":4533,"date":"2026-07-30T09:40:15","date_gmt":"2026-07-30T09:40:15","guid":{"rendered":"https:\/\/crosscountrymovingteams.com\/?p=4533"},"modified":"2026-07-30T09:40:15","modified_gmt":"2026-07-30T09:40:15","slug":"forget-robots-on-assembly-lines-foundational-industries-wants-ai-to-run-the-entire-factory","status":"publish","type":"post","link":"https:\/\/crosscountrymovingteams.com\/?p=4533","title":{"rendered":"Forget robots on assembly lines. Foundational Industries wants AI to run the entire factory"},"content":{"rendered":"<div>\n<p>His startup, Foundational Industries, just raised a $25 million seed round, <em>Fortune<\/em> learned exclusively, to build factories where AI runs the whole operation rather than bolting automation onto an old assembly line. The round was led by BoxGroup and Zigg Ventures, with Abstract Ventures, Adverb Ventures, Buckley Ventures, and Offline Ventures participating.\u00a0<\/p>\n<p>Read more <a href=\"https:\/\/crosscountrymovingteams.com\/?p=4531\">Mamdani\u2019s pied-\u00e0-terre tax was designed to hit the wealthy, but it\u2019s sending most New Yorkers to their estate lawyers<\/a><\/p>\n<p>Rather than retrofitting a factory with a robot arm here and a vision sensor there, Foundational makes physical products, starting with data-center hardware, using factories designed from scratch to be run by software.\u00a0<\/p>\n<div>\n<div>\n<div><\/div>\n<\/div>\n<\/div>\n<p>Winer, who spent 25 years at Alphabet\u2019s Sidewalk Infrastructure Partners deploying over $1 billion in capital, told me the seed money isn\u2019t meant to fund a giant factory yet. \u201cWhat this is allowing us to do is to sort of build a minimum viable product,\u201d he said. \u201cWe\u2019ve actually built the entire factory in software already using software emulators.\u201d<\/p>\n<p>Foundational\u2019s first customers are data-center developers, neoclouds, and chipmakers who need custom rack enclosures now that new AI silicon runs at different voltages and cooling requirements. They declined to disclose customer names.<\/p>\n<p>But Winer\u2019s real argument is about China. The common wisdom in Washington is that China\u2019s manufacturing dominance is built on cheap labor and lower-quality copying. Winer says that\u2019s outdated. \u201cMany of their factories are some of the most advanced automated factories in the world, and they are increasingly using not just international industrial automation, but also homegrown and home produced solutions,\u201d he told me. China has poured over $1 trillion into advanced manufacturing over the past decade, backed by state subsidies and what Winer calls \u201ca really dense industrial ecosystem\u201d that lets new products get designed and launched fast.<\/p>\n<p>That density is precisely why he thinks a head-on copy of China\u2019s approach won\u2019t work. \u201cWe just don\u2019t have the people or the skill sets to do it,\u201d he said. \u201cAnd even if we did, it\u2019s probably not economically competitive to China.\u201d<\/p>\n<div>\n<div><\/div>\n<\/div>\n<p>So Winer\u2019s thesis is to skip that fight entirely and build a different kind of factory. His argument rests on two American advantages: sophisticated AI models and researchers (which is now a shrinking talent gap) and far more AI compute. That combination, he says, lets Foundational\u2019s system take a customer\u2019s \u201cproduct intent\u201d and almost instantly generate a bill of materials and manufacturing process (a step that traditionally took months of manual design work).\u00a0<\/p>\n<p>There\u2019s also a structural weakness in China\u2019s model that Winer is betting against. He argues China\u2019s factories, however advanced, are still built around older-style automation that needs constant utilization to justify state subsidies. \u201cThey kind of need to feed the beast now,\u201d he said. His wager is that AI-native factories\u2014cheaper and faster with each one built\u2014can give the U.S. a much-needed edge.\u00a0<\/p>\n<div>\n<div>\n<div><\/div>\n<\/div>\n<\/div>\n<p>See you tomorrow,<\/p>\n<div>\n<div><\/div>\n<\/div>\n<p> @LilyMaeLazarus<br \/>lily.lazarus@fortune.com<br \/>Submit a deal for the Term Sheet newsletter\u00a0here.<\/p>\n<div>\n<div><\/div>\n<\/div>\n<div>\n<div><\/div>\n<\/div>\n<p><em>Joey Abrams curated the deals section of today\u2019s newsletter.<\/em> Subscribe here.<\/p>\n<h3>VENTURE DEALS<\/h3>\n<p><span>&#8211; <\/span><b>CAIS<\/b><span>, a New York City-based alternative investment platform for independent financial advisors, raised $170 million in Series D funding. <\/span><b>Vista<\/b> <b>Equity<\/b> <b>Partners<\/b><span> led the round and was joined by <\/span><b>AllianceBernstein<\/b><span> and others.<\/span><\/p>\n<p><span>&#8211; <\/span><b>Eliyan<\/b><span>, a Santa Clara, Calif.-based developer of connectivity technologies designed for AI compute, memory, and networking systems, raised $145 million in Series C funding. <\/span><b>Seligman<\/b> <b>Ventures<\/b><span> led the round and was joined by <\/span><b>Cisco<\/b> <b>Investments<\/b><span> and <\/span><b>Lumentum<\/b><span>.\u00a0<\/span><\/p>\n<div>\n<div>\n<div><\/div>\n<\/div>\n<\/div>\n<div>\n<div><\/div>\n<\/div>\n<p><span>&#8211; <\/span><b>Onyx<\/b> <b>Security<\/b><span>, a Tel Aviv, Israel and New York City-based AI control company, raised $113 million in Series B funding. <\/span><b>Bessemer<\/b> <b>Venture<\/b> <b>Partners<\/b><span> led the round and was joined by <\/span><b>Cyberstarts<\/b><span>, <\/span><b>TCV<\/b><span>, <\/span><b>Conviction<\/b><span>, <\/span><b>FirstMark<\/b><span>, <\/span><b>Vintage<\/b><span>, <\/span><b>QuantumLight<\/b><span>, and <\/span><b>G<\/b> <b>Squared<\/b><span>.<\/span><\/p>\n<p><span>&#8211; <\/span><b>groundcover<\/b><span>, a Tel Aviv, Israel-based observability platform, raised $100 million in Series C funding. <\/span><b>One<\/b> <b>Peak<\/b><span> led the round and was joined by <\/span><b>Morgan<\/b> <b>Stanley<\/b> <b>Expansion<\/b> <b>Capital<\/b><span> and existing investors <\/span><b>Zeev<\/b> <b>Ventures<\/b><span>, <\/span><b>Angular<\/b> <b>Ventures<\/b><span>, <\/span><b>Heavybit<\/b><span>, and <\/span><b>Jibe<\/b><span>.<\/span><\/p>\n<p><span>&#8211; <\/span><b>ChipAgents<\/b><span>, a Santa Clara, Calif.-based agentic AI platform for semiconductor design, raised $60 million in Series A2 funding from <\/span><b>B Capital<\/b><span>, <\/span><b>Bessemer<\/b> <b>Venture<\/b> <b>Partners<\/b><span>,<\/span><b> Micron<\/b><span>, and others.<\/span><\/p>\n<p><span>&#8211; <\/span><b>P-1<\/b> <b>AI<\/b><span>, a San Mateo, Calif.-based developer of an AI mechanical and electrical engineer designed for industrial teams, raised $50 million in Series A funding. <\/span><b>New<\/b> <b>Enterprise<\/b> <b>Associates<\/b><span> led the round.\u00a0<\/span><\/p>\n<p>Read more <a href=\"https:\/\/crosscountrymovingteams.com\/?p=4529\">Warren Buffett is handing $140 billion to his family\u2019s foundations. The way he\u2019s doing it reveals how billionaire philanthropy really works<\/a><\/p>\n<div>\n<div><\/div>\n<\/div>\n<p><span>&#8211; <\/span><b>Terminal<\/b><span>, a Toronto, Canada-based provider of a unified telematics-integration platform for insurance, fleet-management, and logistics companies, raised $20 million in Series A funding. <\/span><b>Battery Ventures<\/b><span> led the round.<\/span><\/p>\n<p><span>&#8211; <\/span><b>Centralize<\/b><span>, a San Francisco-based relationship intelligence platform for enterprise revenue teams, raised $19 million in funding. <\/span><b>NEA<\/b><span> led the round and was joined by <\/span><b>Salesforce<\/b> <b>Ventures<\/b><span>, <\/span><b>Y Combinator<\/b><span>, <\/span><b>20SALES<\/b><span>, <\/span><b>Ritual<\/b> <b>Capital<\/b><span>, and others.<\/span><\/p>\n<div>\n<div>\n<div><\/div>\n<\/div>\n<\/div>\n<p><span>&#8211; <\/span><b>Henry<\/b> <b>AI<\/b><span>, a New York City-based AI platform automating back-office knowledge work for commercial real estate teams, raised $16.5 million in Series A funding. <\/span><b>FirstMark<\/b> <b>Capital<\/b><span> led the round and was joined by <\/span><b>Thomson<\/b> <b>Reuters<\/b> <b>Ventures<\/b><span> and existing investors.<\/span><\/p>\n<p><span>&#8211; <\/span><b>UnitAI<\/b><span>, a Boston, Mass.-based physical AI company developing warehouse-automation technology, raised $12 million in seed funding. <\/span><b>Prologis<\/b> <b>Ventures<\/b><span>, <\/span><b>Dynamo<\/b> <b>Ventures<\/b><span>, and <\/span><b>Ground Up Ventures<\/b><span> led the round and were joined by <\/span><b>eGateway<\/b> <b>Capital<\/b><span>, <\/span><b>Recursive<\/b> <b>Ventures<\/b><span>, <\/span><b>Think +<\/b> <b>Ventures<\/b><span>, <\/span><b>ZEP<\/b> <b>Fund<\/b><span>, and <\/span><b>Crosscourt<\/b><span>.<\/span><\/p>\n<div>\n<div><\/div>\n<\/div>\n<p><span>&#8211; <\/span><b>Pangram<\/b> <b>Labs<\/b><span>, a Brooklyn, N.Y.-based AI detection platform, raised $9 million in funding. <\/span><b>Menlo Ventures<\/b><span> led the round and was joined by <\/span><b>Haystack<\/b><span>, <\/span><b>ScOp<\/b> <b>Venture<\/b> <b>Capital<\/b><span>, <\/span><b>Script<\/b> <b>Capital<\/b><span>, and <\/span><b>Cadenza<\/b><span>.<\/span><\/p>\n<p><span>&#8211; <\/span><b>Mirae<\/b><span>, a New York City-based AI-driven continuous care platform for autoimmune disease and other complex chronic conditions, raised $5.4 million in funding. <\/span><b>Oxford<\/b> <b>Science<\/b> <b>Enterprises<\/b><span> led the round.<\/span><\/p>\n<p><span>&#8211; <\/span><b>FAST<\/b> <b>Metals<\/b><span>, a Stamford, Conn.-based mining technology company, raised $4.3 million in pre-seed funding. <\/span><b>New<\/b> <b>Climate<\/b> <b>Ventures<\/b><span> led the round.<\/span><\/p>\n<p><span>&#8211; <\/span><b>CopySight<\/b><span>, a Los Angeles, Calif.-based AI IP governance company, raised $3 million in seed funding. <\/span><b>Mucker<\/b> <b>Capital<\/b><span> led the round and was joined by <\/span><b>Taisu<\/b> <b>VC<\/b><span>, <\/span><b>Flint<\/b> <b>Capital<\/b><span>, and <\/span><b>Yellow Rocks!<\/b><\/p>\n<div>\n<div>\n<div><\/div>\n<\/div>\n<\/div>\n<p><span>&#8211; <\/span><b>MASAJ<\/b><span>, a London, U.K.-based bodywork brand, raised \u00a31.5 million in funding. <\/span><b>FIGR<\/b> <b>Ventures<\/b><span> and <\/span><b>Sorven<\/b> <b>Capital<\/b><span> led the round.<\/span><\/p>\n<p><span>&#8211; <\/span><b>Dimension<\/b><span>, a Los Angeles, Calif.-based social commerce tech company, raised $1.7 million in seed funding from<\/span><b> Science Inc.<\/b><span>, <\/span><b>UpscaleX<\/b><span>, <\/span><b>OpenSky<\/b><span>, and others.<\/span><\/p>\n<h3>PRIVATE EQUITY<\/h3>\n<p><span>&#8211; <\/span><b>CHAOS<\/b> <b>Industries<\/b><span>, backed by <\/span><b>Valor<\/b> <b>Equity<\/b> <b>Partners<\/b><span>, acquired <\/span><b>Atropos Group<\/b><span>, a New York City-based defense technology company specializing in autonomous aircraft systems. Financial terms were not disclosed.<\/span><\/p>\n<p><span>&#8211; <\/span><b>Lafayette<\/b> <b>Instrument<\/b><span>, backed by <\/span><b>Branford<\/b> <b>Castle<\/b><span>, acquired <\/span><b>Avisoft<\/b> <b>Bioacoustics<\/b><span>, a Glienicke\/Nordbahn-based bioacoustics company. Financial terms were not disclosed.<\/span><\/p>\n<div>\n<div><\/div>\n<\/div>\n<p><span>&#8211; <\/span><b>Vista<\/b> <b>Equity<\/b> <b>Partners<\/b><span> agreed to acquire <\/span><b>Quantios<\/b><span>, a London, U.K.-based provider of SaaS solutions to the trust and corporate services industry. Financial terms were not disclosed.\u00a0<\/span><\/p>\n<h3>FUNDS + FUNDS OF FUNDS<\/h3>\n<p><span>&#8211; <\/span><b>Jump<\/b> <b>Capital<\/b><span>, a Chicago, Ill.-based venture capital firm, raised $350 million for its eighth fund focused on tech companies.<\/span><\/p>\n<p>Read more <a href=\"https:\/\/crosscountrymovingteams.com\/?p=4527\">RFK says he found Fauci\u2019s diary in government archives as Fauci invokes the Fifth Amendment over 100 times<\/a><\/p>\n<div>\n<div>\n<div><\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>The startup says software-native factories can leapfrog China\u2019s highly automated manufacturing base rather than trying to replicate it.<\/p>\n","protected":false},"author":1,"featured_media":4532,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[31],"tags":[],"class_list":["post-4533","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-term-sheet"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Forget robots on assembly lines. Foundational Industries wants AI to run the entire factory - Cross Country Moving Team<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/crosscountrymovingteams.com\/?p=4533\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Forget robots on assembly lines. 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Foundational Industries wants AI to run the entire factory - Cross Country Moving Team","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/crosscountrymovingteams.com\/?p=4533","og_locale":"en_US","og_type":"article","og_title":"Forget robots on assembly lines. 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