Event Catalog
Browse 71 professional development events
AI Errors May Be Impossible to Eliminate — What That Means for Its Use in the FDA
AI errors may be statistically unavoidable. Learn how to build controls, oversight, and governance models that make AI safe, compliant, and inspection-ready in FDA-regulated environments.
Dr. Ginette CollazoAnnex 22 and AI Governance for GMP: Human Review, Model Monitoring, and Change Control
Meet EU Annex 22 AI governance requirements in GMP — covering human review, model monitoring, change control, CSV vs CSA, GAMP®5, and inspection readiness for AI/ML systems.
Carolyn TroianoAI and Decision Making in GMP: Resolving Conflicts Between Human Judgment and AI Recommendations
Learn how to govern AI-assisted decisions in GMP operations — when to trust AI recommendations, when human judgment must override them, and how to document it all for inspection readiness.
Dr. Ginette CollazoAcceptance Criteria for AI Validation: Determining What "Reliable" Actually Means in GxP Systems
Learn how to define meaningful, risk-based acceptance criteria for AI systems in GxP environments — covering reliability thresholds, hallucination controls, human guardrails, and CSA-aligned validation strategies.
Carolyn TroianoUsing EU GMP Annex 22 as the Framework for Governing AI Systems, Validation Traceability, and Data Integrity Controls
Learn how to apply EU GMP Annex 22 as a practical framework for AI system governance, validation traceability, lifecycle management, and data integrity controls in regulated pharmaceutical and biotech environments.
Charles H. Paul