Driven by acute labor shortages, Japan is scaling physical AI deployments in factories and warehouses, aiming for 30% of the global physical AI market.

Enterprise leaders shift from selecting single best AI models to portfolio-based approach matching capabilities to specific tasks, risks, and business outcomes in 2026.