This 3-page overview outlines how GenAI optimizes pharmaceutical manufacturing and compliance. Page 1 covers pressures around batch failures, documentation, and workforce shortages. Pages 2–3 describe AI models that learn from batch data, improve quality, accelerate deviation resolution, and transfer institutional knowledge to new staff. The document emphasizes compliance-friendly AI, GxP readiness, and predictive insights across equipment, historical batches, and regulatory filings. A success story shows reduced investigations, improved quality events, and 41% lower unplanned downtime.

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