On July 16, NVIDIA announced it is partnering with Noetra Corp. — backed by Japan’s Ministry of Economy, Trade and Industry — to build what has been formally designated the world’s first national AI infrastructure for physical AI. The hardware: 13,750 NVIDIA Vera CPUs and 27,500 Rubin GPUs delivering 140 megawatts of data centre capacity. The software mission is specific: open multimodal foundation models to power AI agents, digital twins, robotics, and physical AI applications across Japanese manufacturing, logistics, healthcare, and telecoms.
Jensen Huang’s framing at the announcement was deliberate: “Japan invented modern manufacturing. Now, it is building the AI factories that will power the next industrial revolution.” Japan’s AI Robotics Strategy, released in March 2026, sets a concrete target: capture more than 30% of the global AI robotics market by 2040 — a $133 billion opportunity. METI’s FRONTia Project is the institutional structure designed to get there, and the Noetra AI factory is its computational foundation.
- The NVIDIA Vera Rubin AI factory will support trillion-parameter-scale AI model training — one of the most advanced AI environments available anywhere
- Pretrained model weights will be made broadly available to Japanese enterprises and developers, compounding the national brand effect
- Japan’s AI Robotics Strategy targets 30%+ of the global AI robotics market by 2040, worth an estimated $133 billion
- Separate announcements confirmed SoftBank’s SB Intuitions, Stockmark, and the Institution of Science Tokyo are all building on NVIDIA Nemotron to develop Japan-specific AI models
- Noetra is a new company established specifically to build and operate this infrastructure under the FRONTia Project government mandate
National brands are built through deliberate, coordinated infrastructure investments — not just campaigns. Japan’s post-war manufacturing reputation wasn’t the result of a tagline; it was the result of systemic investment in quality, process, and technology over decades. The FRONTia Project is the same logic applied to AI. The brand position being staked — “Japan is where physical AI gets built” — will only be credible if the infrastructure and output follow. Right now, the investment suggests serious intent.
