Event Catalog
Browse 71 professional development events
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 Troiano
Risk-Based CSV/CSA for Modern GxP Systems: Making Defensible Validation Decisions in Practice
A two-day, risk-based framework for CSV/CSA and GAMP® 5 validation decisions on modern GxP systems — cloud, SaaS, configurable, and AI-enabled platforms — built for inspection readiness.
Carolyn Troiano
Risk-based Excel Spreadsheet Validation - 2026 Updates
Master risk-based Excel spreadsheet validation for FDA-regulated environments — covering GAMP 5, SDLC, 21 CFR Part 11, data integrity, and inspection readiness.
Carolyn TroianoCSA in Practice: How to Build Defensible Evidence the FDA Actually Wants to See
Break through CSV conditioning — learn how to build FDA-defensible evidence using CSA, size effort with risk-based thinking, and align with GAMP 5 (2nd Edition) without the paperwork burden.
Carolyn TroianoThe Smart Way to Classify Cloud GxP Systems Before You Validate — 3-Hour Course
A 3-hour course on classifying cloud GxP systems with precision using CSA — assess intended use, GxP relevance, risk, and shared responsibility before validation begins.
Carolyn Troiano
The CSA Playbook for SaaS, PaaS & Modern Digital Platforms — 3-Hour Course
A 3-hour CSA playbook for SaaS and PaaS validation — learn to evaluate vendor evidence, interpret SOC reports, separate responsibility, and build FDA-defensible documentation.
Carolyn TroianoHow to Validate Automated Pipelines Under CSA — 3-Hour Course
A 3-hour course on validating CI/CD pipelines and automated workflows under CSA — challenge-based testing, automated evidence, and maintaining audit readiness in rapid-release environments.
Carolyn TroianoPart 11, Data Integrity & Documentation for SaaS/PaaS Validation — 3-Hour Course
A 3-hour deep dive into 21 CFR Part 11 and data integrity for SaaS/PaaS cloud systems — covering audit trails, shared responsibility, change management, and FDA inspection readiness.
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
Audit Trail Review by Exception: Reducing Reviewer Burden Without Weakening Detection
Learn how to implement a risk-based audit trail review-by-exception strategy that reduces reviewer fatigue while strengthening detection of critical compliance, data integrity, and cybersecurity risks.
Carolyn TroianoLeveraging AI in Risk Assessment for Smarter Computer Systems Validation
Apply AI responsibly to CSV risk assessment — build defensible, inspection-ready risk models that align with CSA, GAMP 5, and FDA data integrity expectations.
Carolyn TroianoCybersecurity Expectations for GxP Systems
Translate FDA cybersecurity expectations into inspection-ready GxP actions — covering SDLC touchpoints, cloud/SaaS responsibilities, access control, and audit trail requirements.
Carolyn Troiano