Building an AI Model Oversight Framework That Outlasts the Team Who Built It

By Aidan Woolley, Founder, Veratrace · 2026-02-13

ai-oversight · model-governance · enterprise-ai · compliance · risk-management

Model oversight frameworks fail when they depend on the people who wrote them. The ones that endure are embedded in operations, not tribal knowledge.