A 44-company Japanese consortium named Noetra, led by SoftBank, NEC, Sony Group and Honda, has formally launched to develop a domestic multimodal foundation model, staking its strategy on proprietary industrial "field data" as the country's best path to compete against U.S. and Chinese AI giants.
Japan · Noetra Consortium
44 Japanese Companies Bet on Factory Data to Build a Sovereign AI
Led by SoftBank, NEC, Sony Group and Honda, the Noetra consortium is building a domestic multimodal foundation model — staking its strategy on proprietary industrial "field data" rather than the already-decided race for general-purpose generative AI.
44
companies — 28 manufacturers + 16 non-manufacturers
¥387.3bn
subsidies slated for fiscal 2026
~1tn
parameter scale targeted — among Japan's largest
27,500
NVIDIA Rubin GPUs in the compute base
Government backing at scale
A one-trillion-yen support plan over five years dwarfs the single-year outlay.
~¥1tn
planned over 5 years
The staged roadmap to 2030
Building from language reasoning toward AI that grasps physical laws.
FY2026
Reasoning foundation model — Japanese understanding, logic, instruction-following
→
FY2028
Omni-modal model integrating text, images, video and audio
→
2030
"Real-world native" AI that grasps physical laws
Compute base construction begins April 2027 · operations expected June 2028.
The advantage
Decades of industrial "field data" from factories — robotics know-how (Fanuc, Yaskawa, Kawasaki), Toyota-style kaizen, plus datasets on aging, disaster response and nuclear decommissioning. Keeping it domestic doubles as economic security.
The caution
Open questions on data governance and security — handling of trade secrets, personal and security-sensitive data. With full deployment targeted for 2030, concrete use cases and performance figures remain to be demonstrated.
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