Plan a physical AI pilot that can prove where it fails
A practical introduction to robotics boundaries, simulation evidence, and operational acceptance before a physical deployment.
Intermediate Systems thinking
Systems thinking
Make the boundaries of a system visible before claiming that it works. Start with planning a physical AI pilot: define the operating conditions, test expected failures in simulation, and identify when a person must intervene. This is a planning framework with illustrative tests, not evidence that a robot or safety-critical system has been validated.
The map is the deliverable
Before buying software for a stalled initiative, map how the work actually flows: steps, handoffs, touch time, waiting and rework.
Intermediate Systems thinking