Sanofi used Seeq to reconstruct a loss-of-sterility incident in aseptic processing.

A loss of sterility during aseptic processing required investigation. Sanofi used Seeq to rebuild the timeline, correlate datasets and simulate scenarios. The page states the findings strengthened system design and influenced regulatory decisions, showing analytics can support GMP compliance.

Seeq is an industrial analytics software vendor used by pharma and biotech engineers for batch analysis, deviation investigation and scale-up

This sits in the Ship stage of the AI use-case lifecycle: Named examples from the vendors pharma teams use to get an AI system live inside a real, regulated production workflow — validation, CRM, safety and clinical systems of record.