Factory raises $200M at a $5B valuation, tripling in five months
Two stories today: the enterprise coding-agent market repriced again, and South Korea's chip giants started signing students before they graduate.
Factory raised $200 million at a $5 billion valuation, more than tripling the $1.5 billion mark it took in April — a five-month reprice that says enterprise buyers, not consumers, are setting the pace in AI software. The round was backed by Blackstone, Khosla Ventures, Sequoia Capital, Insight Partners, Evantic Capital, Sound Ventures, NEA, Mantis VC and Clearlake, and takes the three-year-old company past $400 million raised in total. Factory's pitch is not a better autocomplete box. It sells a governed "software factory" spanning the whole development lifecycle, with the enterprise deciding which models it uses and where the work runs — cloud, on-premises, or fully air-gapped. The customer list is the argument: Nvidia, Blackstone, Royal Bank of Canada, Palo Alto Networks, Adobe and T-Mobile. Co-founder and CEO Matan Grinberg frames the shift as enterprises moving "from individual coding agents to software factories that serve as the core foundation from which an entire software company operates." The comparison that matters is Cognition, which took $2 billion at a $48 billion valuation earlier this month. Factory's mark is roughly a tenth of that — and the gap is now the story, because both companies are selling the same thesis to the same buyers while the models underneath them commoditize. We covered how fast these marks move in Cognition's valuation nearly doubles to $47B in a new $1B round, and Cursor's 7.5x renewal ask showed what happens when a vendor treats the seat as the product. Factory is betting the durable margin sits in the governance and air-gap layer, not the assistant.
South Korea's chip makers have stopped waiting for graduation: applications to university programs that come with a job at Samsung or SK Hynix jumped 19.4% this year to a record 5,992 for the 2027 early-admissions cycle — 28.53 students competing for every seat, up from 23.90 a year earlier. Those "contract departments" are co-designed and part-funded by the companies, and for qualifying students they guarantee employment. SK Hynix-linked programs at Korea, Sogang and Hanyang universities drew 3,152 applications, up 675, while Samsung-linked programs at Yonsei and Sungkyunkwan drew 2,840, up 297, according to data from Seoul-based Jongro Academy. The scholarship comes with obligations. Students in Sogang's program get tuition covered plus a monthly allowance of about 300,000 won, must hold a 2.3 GPA to keep the scholarship and 2.7 to keep the job offer, owe SK Hynix a work period equal to the length of the support, and repay the money if they drop out. Samsung's five-year Sungkyunkwan program covers three years of tuition and routes students into a separate hiring process in their third year; fail it and the full funding stops. Meanwhile US entrepreneurs keep asking whether graduate degrees are still worth it. Korea's answer is to price the seat like medical school — regional physician track cutoffs are the benchmark admissions officers now expect these departments to approach — because the AI chip boom made a guaranteed job the scarcest asset in the country's talent market.
What to watch: whether an air-gapped enterprise lane holds its pricing when Cognition and Cursor cut again.
Would you trade three years of where you work for a guaranteed job at 19 — or is that just a bet on one chip cycle?
