Deviation Reduction

Improve product quality

Improve product quality, reduce quality effort and costs, and prevent out-of-specification batches by detecting outliers and unexpected behaviors in real time
Use validated AI/ML models that are based on combined QMS and process data.

▲ Product quality
▼ Deviations
▼ Open CAPAs
▼ Decrease operational costs

Decrease the risks to product quality, increase patient and sponsor confidence, and deliver product on time by reducing the number of deviations.
Achieve KPI targets like open number of CAPAs, investigation timelines, on-time batch release, and more by moving closer to the target of zero deviations.
Reduce COGS by decrease materials waste, product write-offs, and re-process by leveraging AI to reduce deviations.