AI and Digital Twins Reshaping Heavy Industry

Kawasaki Heavy Industries partnered with NVIDIA for a digital twin shipyard using quadruped robots for welding, and a new 'Agentic Manufacturing OS' captures institutional knowledge and automates engineering-to-production. These join earlier signals like Rockwell's software-defined control and OMRON's virtual twins, indicating a broad shift toward AI-driven automation and digital twins in heavy machinery, shipbuilding, and manufacturing. Labor shortages and productivity gains are key drivers. Japan's robotics push (45% of global industrial robot output) and humanoid robot market growth (35%) further underscore the automation trend.