AI SecurityGovernanceRisk

AI Security Program Build-Out

Stood up an enterprise AI security program from zero, covering third-party AI tooling intake, model risk assessment, and acceptable-use policy. Reduced shadow-AI exposure while keeping teams moving.

Challenge

The organization needed a scalable AI security foundation that supported both rapid tool adoption and model development without creating shadow risk.

Approach

I designed controls for third-party AI procurement, introduced model risk classification, and aligned acceptable use with existing cloud and identity controls.

Outcome

The program reduced unmanaged AI exposure and created a repeatable approval workflow for new AI services and internal model releases.

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