Executive Brief

AI doesn't fail on models. It fails on data.

Why enterprise AI programs stall before they ship, what data governance for AI actually requires, and how to shorten the path to yes.
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Three questions that stall an AI review

What data do we actually hold?

Including the copies nobody registered.

What in it is sensitive?

Current as of today, not last quarter.

What can the AI reach?

Every model, agent, and assistant, mapped.

Five capabilities

What the requirement actually is, and why the handoffs between the parts decide it.

The strategic case

The version of this argument that has nothing to do with risk.

Six questions

Three that disqualify a vendor, three that differentiate one.

01
What data do we actually hold?
Including the copies nobody registered.
02
What in it is sensitive?
Current as of today, not last quarter.
03
What can the AI reach?
Every model, agent, and assistant, mapped.

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