Event Catalog
Browse 71 professional development events
AI in GMP: What the FDA Is Already Expecting - Before You Ask
FDA already expects GMP compliance for AI systems. Learn how existing validation, data integrity, and oversight rules apply—before regulators come calling.
Dr. Ginette Collazo
IQ, OQ & PQ in 2026: What Now Counts as Sufficient Validation Evidence
Understand what constitutes sufficient and defensible IQ, OQ, PQ, and PPQ validation evidence in modern GMP environments — with real-world examples.
Meredith CrabtreeAnnex 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 Troiano
Digital Quality Metrics and AI/ML Analytics: Building a Continuous-Improvement Framework that Aligns with Regulatory Expectations
Learn how AI/ML and real-time digital quality metrics build a continuous-improvement framework aligned with FDA regulatory expectations, 21 CFR Part 11, and GAMP®5.
Carolyn TroianoAcceptance 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 Troiano