Event Catalog
Browse 117 professional development events
Acceptance 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 TroianoAnnex 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 Troiano
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 Crabtree
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 CollazoDigital 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 TroianoRecording available
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 CollazoRecording available
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 CrabtreeRecording available
Annex 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 TroianoRecording available
Acceptance 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 TroianoRecording available