The AI governance industry has produced impressive frameworks. They're being applied to a registry that's mostly empty. Until discovery happens, the rest is theatre.

Most organizations underestimate their AI footprint by an order of magnitude. This guide walks through a 60-minute exercise to surface what's really in use.

Modern SaaS breaches rarely involve dramatic intrusions. Most follow a quiet, predictable arc through identity, OAuth, and SaaS-to-SaaS access. Here is the composite arc.

It's the security claim with the gap between confidence and reality wider than any other. "We have SSO everywhere." No, you really don't.