Resources

Access articles, webinars and whitepapers that examine compliance, quality and safety in pharmacovigilance and AI-enabled systems. Each resource is designed to inform thinking, share experience, and support continual improvement.

Algorithmovigilance: Echoes of Experience in Post-Deployment AI Monitoring

AI assurance ensures that a system can be deployed responsibly. We can establish desired AI system outcomes and validate pre-deployment, but we cannot fully determine how the system will behave once deployed.

AI Assurance: Leading the Tango with Algorithms

Explore how AI assurance operates within AI governance, enabling oversight, accountability and transparency across the lifecycle of AI systems.

The Quiet Architecture of Pharmacovigilance: Why Audits Hold the PV Ecosystem Together

Explore how GVP / PV audits strengthen pharmacovigilance systems, support compliance and protect patient safety.