Physical AI is reaching the edge of its first real commercial deployment window. It is not perfect or ready for every task, but it is good enough to begin serious pilots. This guide gives business leaders a practical framework: how to choose the right first task, structure a minimum viable deployment, score readiness, manage exceptions with humans in the loop, measure ROI in stages, and choose partners who can bridge the gap from demo to deployment.