The First 10 Metrics Every Enterprise Needs for AI Governance (And Why None of Them Exist Today)

By Dan Fradley, Founder & CEO, Veratrace · 2026-03-29

AI Governance Metrics · Enterprise AI · Measurement · ROI

Executives don't buy governance frameworks. They buy metrics. Here are the ten measurements every enterprise needs for AI governance — and why almost none of them exist in current deployments.