Eli Lilly used PI Event Frames and Seeq Vantage AI for faster deviation investigations and monitoring.

Deviation investigations were slow and asset qualification monitoring was manual, about 10 hours a month per asset. Lilly applied investigative analytics with PI Event Frames and Seeq Vantage AI for exception-based monitoring. The page states equipment cleanliness checks took 2 hours instead of 2 days and 40 relevant batches were isolated from 3,000.

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.