Martin Snyder

A practical guide to building an AI usage register for SaaS applications, including owners, users, data types, training exposure, and controls.

The compliance industry built beautiful dashboards on top of a foundation everyone politely pretends is solid. It isn't. Discovery is the hole in the middle.

Auditors have grown more sophisticated about SaaS and identity controls. This guide describes how to assemble a defensible evidence package that survives the new questions.