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Using 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.

4.8(0 reviews)
1 hourMonday, August 24, 2026
Charles H. Paul

Instructor

Charles H. Paul

President, CHP Consulting LLC — Regulatory Compliance & Operational Excellence

What You'll Learn

Understand how EU GMP Annex 22 applies to AI-enabled systems in regulated environments
Classify AI systems by risk level and establish appropriate oversight mechanisms
Establish validation traceability frameworks for AI systems with adaptive and probabilistic behavior
Apply lifecycle management practices including retraining controls and performance monitoring
Manage training data governance, source data reliability, and model transparency requirements
Maintain audit trails, electronic records, and change control for AI-generated outputs
Identify and mitigate model drift, performance degradation, and compliance vulnerabilities
Prepare AI governance documentation for regulatory inspections and audits

About This Event

Artificial Intelligence is transforming how regulated organizations manage quality systems, manufacturing operations, compliance activities, and business processes. AI-enabled technologies now support activities ranging from document generation and data analysis to predictive maintenance, process optimization, quality investigations, and decision support. As adoption accelerates, regulatory expectations regarding governance, validation, traceability, and data integrity continue to evolve. This webinar examines the practical implications of EU GMP expectations as they relate to AI systems operating within regulated environments. Participants will explore how traditional GMP principles intersect with emerging AI technologies and how organizations can establish governance structures that maintain compliance while supporting innovation. The session focuses on the unique challenges associated with validating AI-enabled systems. Unlike traditional software applications, AI models may demonstrate adaptive behavior, rely on large training datasets, generate probabilistic outputs, and require ongoing monitoring throughout their operational lifecycle. Participants will learn how validation traceability can be established and maintained despite these complexities and how organizations can create evidence demonstrating continued fitness for intended use. Special attention will be given to data integrity considerations, including training data governance, source data reliability, auditability, model transparency, output verification, electronic records management, and change control requirements. The webinar will also address governance structures necessary to support AI implementation, including roles and responsibilities, lifecycle management practices, risk assessment methodologies, performance monitoring programs, retraining controls, and inspection readiness activities. Code: FDB1608

Curriculum

Introduction to AI Within Regulated GMP Environments
8 min
Emerging EU Regulatory Expectations for AI Governance (Annex 22)
8 min
AI System Classification and Risk-Based Oversight Approaches
7 min
Validation Challenges Unique to AI-Enabled Systems
7 min

Requirements

  • Working in EU GMP-regulated pharmaceutical, biotechnology, medical device, or advanced therapy environments
  • Applicable to QA, validation, IT, digital transformation, regulatory affairs, and compliance professionals

Who Should Attend

Quality Assurance Directors, Quality Systems Managers, GMP Compliance Professionals, Validation Managers, Computer System Validation Specialists, Digital Transformation Leaders, Manufacturing Directors, Operations Directors, Regulatory Affairs Professionals, Data Integrity Specialists, IT Quality Managers, Automation Engineers, Quality Risk Management Leaders, Internal Auditors, AI Governance Teams, Compliance Consultants, and Executive Leadership Teams.

Areas Covered

Introduction to AI Within Regulated GMP Environments
Emerging EU Regulatory Expectations for AI Governance
AI System Classification and Risk-Based Oversight
Validation Challenges Unique to AI-Enabled Systems
Establishing Validation Traceability Requirements
AI Lifecycle Management and Governance Frameworks
Training Data Governance and Control Strategies
Data Integrity Implications of AI Technologies
Audit Trails and Electronic Record Requirements
Human Oversight and Decision Accountability
Change Management and Model Retraining Controls
Managing Model Drift and Performance Degradation Risks
Supplier Qualification and Third-Party AI Oversight
Inspection Readiness and Documentation for AI Validation
Future Regulatory Trends Impacting AI Governance

Meet Your Instructor

Charles H. Paul

Charles H. Paul

President, CHP Consulting LLC — Regulatory Compliance & Operational Excellence

Charles H. Paul is President of CHP Consulting LLC, a regulatory compliance, operational excellence, training, and technical documentation consulting firm supporting pharmaceutical, biotechnology, medical device, and advanced therapy organizations worldwide. With more than 30 years of experience in regulated manufacturing environments, Charles specializes in helping organizations build sustainable quality systems that support compliance, operational performance, workforce effectiveness, and inspection readiness.

30+ Years Regulatory ConsultingAdvanced Therapy GMP SpecialistSOP & Documentation ExpertLife Sciences Trainer & Author
Quantity
1

Single Access

$240.00
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Secure payment via Stripe
Certificate of completion

Event Details

Format

Live Webinar

Duration

1 hour

Certificate

Included

Date

Monday, August 24, 2026

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