Readiness is a management system, not a maturity badge
Distinguish a one-off AI pilot from an organization-level AI management system.
The move: look for governed repetition. ISO/IEC 42001 treats AI as something organizations manage through a system, not a collection of disconnected experiments. That is useful for readiness work because AI failure often comes from the handoffs around the model: unclear authority, undocumented data, no performance review, no change process, or no path to correct harm. Pilot readiness A pilot can be ready when the scope is narrow, the data is bounded, and humans understand how to use the output. This is useful, but fragile. It depends on the people in the room. Scale readiness Scale readiness asks whether the…
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