adverse event processing

AI signal detection tools are cutting ICSR processing time by 40 to 60 percent and enabling continuous literature monitoring that manual processes cannot match. The global PV market reached $8.99 billion in 2025. This article explains how biotech PV teams can deploy AI surveillance tools within GxP compliance requirements and where the firm data boundaries sit.