As autonomous systems move from pilot programs to full-scale industrial operations, CEOs face a new category of strategic decisions. Physical AI strategy—governing AI systems that act in the physical world—demands rigorous capital allocation, operating model redesign, and workforce leadership that goes far beyond software AI deployment.