Task structure
Repeatability, process knowledge and bounded variation.

Physical AI Readiness Check / Initial screening
Repeatability, process knowledge and bounded variation.
Environment, hardware position and measurable acceptance criteria.
Frequency, capacity, cost, risk and accountable ownership.
The result helps prioritize the next conversation. A production decision still requires process observation, robot and tooling review, safety analysis, data planning and agreed acceptance criteria.