CSV • CSA • GxP • AI Assurance
Risk-based assurance for regulated digital systems
From Computer System Validation to Computer Software Assurance
Risk-based assurance for regulated digital systems
A Practical Knowledge Hub for Regulated Technology
Clear guidance. Risk-based thinking. Patient-focused outcomes.
CSV to CSA Knowledge Hub translates complex regulatory and industry guidance into practical learning for life sciences professionals. Explore computer system validation, computer software assurance, 21 CFR Parts 11 and 820, EU GMP Annex 11, GAMP 5, data integrity, and AI assurance. Content is educational, evidence-informed, and designed to support defensible decisions—not replace company procedures or regulatory advice.
Knowledge Library
CSV to CSA: What Changes
CSV establishes documented evidence that a system consistently performs as intended. CSA applies critical thinking and risk-based testing so effort is concentrated on functions that can affect product quality, patient safety, and data integrity.
21 CFR Part 11 & Part 820
Understand expectations for electronic records and signatures, trustworthy data, system controls, and quality-system governance within FDA-regulated operations.
EU GMP Annex 11 & Data Integrity
Explore lifecycle controls for computerized systems, including validation, security, audit trails, supplier oversight, business continuity, and reliable electronic records.
GAMP 5 in Practice
Use scalable lifecycle activities, supplier assessment, risk-based specifications, testing, change control, and governance to build confidence without unnecessary documentation.
AI Assurance for GxP
Define intended use, assess data and model risks, establish human oversight, control changes, monitor performance, and preserve traceability across the AI lifecycle.
Practical Tools & Learning
Turn principles into action with checklists, decision trees, examples, and implementation patterns for quality, validation, IT, engineering, and business teams.