Artificial Intelligence in Pharma: What’s Actually Changed in the Last 12 Months (For GxP, PV, QA & RA Teams)

AI in pharma has shifted from pilots to real operational use across pharmacovigilance, quality, clinical, and regulatory workflows. This article explains the move from deterministic systems to probabilistic AI, why governance and human oversight now matter more than ever, and how to manage validation, drift, and defensibility under GxP expectations.