How is a controlled pilot different from a prototype?

A prototype may show an idea. A controlled pilot tests a scoped workflow with acceptance criteria, safety boundaries, and decision evidence.

When should a pilot move to production build?

Move forward when users validate the workflow, risk is understood, data boundaries are clear, and the next release can be measured against business outcomes.

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