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AI-ready · Stakeholder Communication

A customer’s quality team asks whether AI was involved in generating the certificate of analysis for a shipped lot. Walk me through how you’d answer, and what you’d want documented beforehand.

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I’d answer directly — if AI touched any part of that COA’s generation, the customer gets a straight, specific account of where, not a vague reassurance.…

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