Tokyo is getting its own AI factory — and it's ordering 27,500 Nvidia chips to build it. On July 16, Japan unveiled the project: state-backed company Noetra will build a data center running Nvidia's next-generation Rubin chips, funded by a government grant of 387.3 billion yen, roughly $2.4 billion.
Noetra's backers include Sony, SoftBank, NEC and Honda. The company's job is to train a homegrown multimodal model from scratch — one that understands not just text but the physical world: video, motion, space. It's part of the FRONTia project, Japan's push for an open foundation model that can power robots, digital twins and industrial AI agents, rather than leaning on American or Chinese technology.
Construction starts in April 2027, with the data center going live in June 2028. Alongside that deal, Nvidia signed a separate partnership with Fujitsu and Japan's three biggest industrial robot makers — Fanuc, Yaskawa and Kawasaki Heavy Industries — to develop "physical AI": robots that don't just follow a script but make decisions on their own, in factories, homes and hospitals.
This isn't a vanity project. Japan's population is aging fast, the labor pool is shrinking, and elder-care robots are no longer science fiction — they're part of a government plan. Prime Minister Takaichi's administration has pledged over 370 trillion yen (about $2.3 trillion) in tech investment by 2040, and the Nvidia chip order is just the opening bill.
Nvidia is running the same playbook elsewhere, helping governments build "sovereign AI" on their own soil instead of renting American cloud capacity. The open question is whether Japan's robotics bet pays off before cheaper fixes close the labor gap first.
