In a GMP environment, I’m honestly a bit torn on AI tools. On one hand, the potential to reduce human error in documentation, deviations, and scheduling is huge, but on the other, every “smart” suggestion or auto-filled field raises questions about data integrity. Makes me wonder whether regulators would see it as an unvalidated system. How do you feel about this shift?

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Most teams that are using AI in GMP settings keep it strictly on the “assistive” side and don't let it directly generate or modify GxP records without human review and a clear validation/qualification story. They route AI use through controlled pilots, get QA buy-in early and treat outputs like informal working notes that must be checked and formally re-entered

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