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AI, Punch Lists & GMP Dreams: Notes from the (Digital) Field

There’s always that moment—usually around week two of a greenfield project—when someone gets starry-eyed and says, “What if we just let AI write the protocols?” Cue the collective nods. Cue the excitement. Cue… the same old paper-based FAT, SAT, and Excel punch list. Let’s be honest: AI-generated anything sounds sexy. But in our world—where a…

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7 Key Lessons from the Field on AI and Pharma Document Silos

Since September 2023, No deviation has been collaborating with Arc53, aimed at developing alternatives to ChatGPT for use in the pharmaceutical industry, ensuring that the security of internal data remains uncompromised. AI integrations are becoming increasingly common, with almost weekly announcements of new startups claiming their AI models are ready for production. Yet, beyond the

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