Part 4 – Adapting Validation for AI

Extending CSV and CSA for Systems that Learn and Adapt

Executive Summary

This is Part 4 in our series on pragmatic AI implementation in life sciences. We've established why organizations need deliberate AI strategies (Part 1), how those strategies must align with organizational role and risk tolerance (Part 2), and what governance frameworks can handle AI's post-deployment evolution (Part 3).

Part 4 addresses…