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New

2-Day Virtual Seminar - From CSV to CSA: AI Validation, Data Integrity & FDA Inspection Readiness Boot Camp (ONLINE EVENT: December 3-4, 2026)

  • Training

  • 2 Days
  • Dec 3rd 10:00 - Dec 4th 16:00 EST
  • World Compliance Seminar
  • ID: 6290516
Organizations can begin applying many Computer Software Assurance (CSA) principles today, even outside the current scope of the FDA's final guidance. This is possible provided they can adequately explain and defend their approach in relation to 21 CFR Part 11, Data Integrity, the Quality Management System (QMS), Computer System Validation (CSV) requirements, and other applicable regulatory documents, quality programs, and industry best practices.

In this CSV to CSA Training Seminar, participants will receive a practical overview of the transition from Computer System Validation (CSV) to Computer Software Assurance (CSA). The seminar provides a step-by-step guide to implementing the transition within any FDA-regulated organization. Each transition step, required documentation, validation deliverables, supporting artifacts, and potential implementation challenges will be explained in detail to help organizations successfully adopt a risk-based CSA approach.

The seminar includes an interactive Q&A session at the end of each day, allowing participants to discuss real-world validation challenges and CSA implementation strategies. The course materials also include comprehensive appendices containing regulatory references and supporting resources related to FDA CSA Guidance, GAMP® 5, Data Integrity, and computerized system validation, which participants can review after the seminar. In addition, attendees will receive review questions with detailed answers and explanations to reinforce learning and support the successful implementation of Computer Software Assurance (CSA) within their organizations.

Course Content

Day 1: Building the Foundation for CSA & Digital Validation
Core CSA concepts, risk-based validation, data integrity, and right-sized documentation.
Session 1: Regulatory Landscape & Why CSA Matters
  • FDA CSA Guidance and industry expectations
  • Evolution from CSV to CSA
  • GAMP® 5 Second Edition overview
  • FDA 21 CFR Part 11
  • Annex 11
  • Data Integrity Guidance
  • ICH Q9 & Q10
  • Current inspection trends
  • Common validation deficiencies cited by FDA
Session 2: Understanding Computer Software Assurance (CSA)
  • CSA principles
  • Critical Thinking approach
  • Risk-Based Validation
  • Assurance activities
  • Software lifecycle under CSA
  • Identifying high-risk functions
  • When documentation can be reduced
  • Transition strategy from CSV to CSA
Workshop: Convert an existing CSV project into CSA
Session 3: Risk Assessment & Critical Thinking
  • System categorization
  • Intended use
  • Patient safety
  • Product quality
  • Data integrity risks
  • Risk ranking methods
  • FMEA
  • Hazard Analysis
  • Defining acceptance criteria
Exercise: Perform a complete CSA Risk Assessment
Session 4: Data Integrity Fundamentals
  • ALCOA+
  • Audit Trails
  • Electronic Records
  • Electronic Signatures
  • Metadata
  • Backup & Disaster Recovery
  • Cloud systems
  • Hybrid environments
  • Common FDA observations
Case Study: FDA Warning Letters involving Data Integrity failures
Session 5: CSA Documentation
  • Validation Planning
  • User Requirements
  • Risk Assessment
  • Test Strategy
  • Traceability
  • Summary Reports
  • Leveraging vendor documentation
  • Right-sizing documentation
Workshop: Develop CSA deliverables for a GxP application
Day 2: AI Validation, Inspection Readiness & Practical Implementation
AI/ML validation, cloud compliance, vendor qualification, inspection strategy, and CSA implementation planning.
Session 6: Artificial Intelligence & Machine Learning Validation
  • AI in regulated environments
  • FDA expectations
  • AI governance
  • Large Language Models (LLMs)
  • Generative AI risks
  • Model lifecycle
  • Bias
  • Explainability
  • Continuous learning systems
  • AI Change Control
Session 7: Validating AI & Software Applications
  • AI Risk Assessment
  • Validation strategy
  • Testing AI outputs
  • Training datasets
  • Performance qualification
  • Drift monitoring
  • Revalidation
  • Supplier documentation
Workshop: Create an AI Validation Plan
Session 8: Vendor Qualification & Cloud Compliance
  • SaaS validation
  • Supplier qualification
  • Vendor audits
  • Service Level Agreements
  • Cybersecurity considerations
  • Shared responsibility model
  • Third-party software documentation
Session 9: FDA Inspection Readiness
  • Preparing validation packages
  • Inspection strategy
  • Responding to investigator questions
  • Documentation expectations
  • Mock FDA interview
  • Common FDA 483 observations
  • Best practices for inspection success
Interactive Exercise: FDA Mock Inspection
Session 10: Implementation Roadmap
  • Building a CSA Program
  • Governance structure
  • SOP updates
  • Team responsibilities
  • Metrics & KPIs
  • Change Management
  • Organizational readiness
  • Continuous improvement roadmap
Interactive Workshops Included
  • CSV to CSA Transition Exercise
  • CSA Risk Assessment Workshop
  • Data Integrity Gap Assessment
  • AI Validation Planning Workshop
  • Vendor Qualification Exercise
  • FDA Mock Inspection
  • Documentation Review Session
  • Group Case Studies

Speaker

Carolyn Troiano

Who Should Attend

This Computer Software Assurance (CSA) and Computer System Validation (CSV) training is designed for professionals involved in computerized systems, software validation, quality assurance, regulatory compliance, data integrity, and Quality Management Systems (QMS) in pharmaceutical, biotechnology, medical device, and other FDA-regulated industries.

The course is ideal for:
  • Information Technology (IT) Analysts, Developers, and Testers
  • Software Quality Assurance (SQA) Professionals
  • Quality Assurance (QA) and Quality Control (QC) Managers and Analysts
  • Computer System Validation (CSV) and Computer Software Assurance (CSA) Specialists
  • Validation Engineers and Automation Professionals
  • Analytical Chemists and Laboratory Managers
  • Compliance, Audit, and Risk Management Professionals
  • Manufacturing and Supply Chain Managers
  • Regulatory Affairs and Regulatory Submissions Specialists
  • Clinical Data Analysts, Clinical Data Managers, and Clinical Trial Sponsors
  • GMP Training Specialists