Physical AI: Physical operations are broken, a new kind of intelligence is needed

Every company that depends on physical operations is dealing with the same set of problems today. The infrastructure that was built years ago demands changes faster than operations teams can adapt. Repetitive tasks done by humans at high speed produce errors. The system wasn't designed to be monitored at scale. On top of all that, competitive pressure keeps growing, regulatory requirements are increasingly strict, and many organizations are locked into rigid automation systems that can't evolve