AI Governance

Know what AI you have, how risky it is, and what it takes to govern it

A 3–4 week assessment that turns AI uncertainty into an inventory, a risk-tiered gap analysis, and a roadmap your board and examiners can follow.

AI Governance Readiness Assessment

Most organizations already use more AI than they can account for: copilots in productivity suites, AI features embedded in vendor platforms, internal experiments, and models in production decisioning. Governance usually lags behind.

This assessment establishes the baseline. It inventories AI use, classifies each use case by impact and autonomy, assesses controls across the NIST AI RMF functions, and maps the results to the programs you already run — model risk, third-party risk, data governance, and information security — so AI governance extends what exists instead of creating a parallel bureaucracy.

What you receive

  • AI use-case inventory, including shadow AI and AI embedded in third-party platforms
  • Risk tiering of each use case by impact, autonomy, and data sensitivity
  • 26-control gap assessment with L1–L5 maturity scores and named owners
  • Crosswalk to NIST AI RMF, ISO/IEC 42001, the EU AI Act, and your existing control framework
  • Draft AI governance policy and AI acceptable use policy
  • Prioritized 90/180/365-day remediation roadmap
  • Executive and board readout
  • Working comply program workspace with generated artifacts

How the engagement runs

Mobilize and scope

Kickoff, stakeholder map, document request, and confirmation of in-scope business units and obligations.

Inventory and classify

Structured interviews and system review to build the AI inventory; each use case is risk-tiered.

Assess controls

Evidence-based review of 26 controls across Govern, Map, Measure, and Manage, scored for maturity.

Roadmap and readout

Gap prioritization by regulatory exposure and business impact; executive readout and handover.

Frameworks and standards

NIST AI RMF 1.0NIST AI 600-1 (GenAI Profile)ISO/IEC 42001ISO/IEC 23894EU AI ActOCC 2011-12 / SR 11-7Interagency TPRM Guidance

Questions

We have no AI policy yet. Is it too early?

No — that is the best time. The assessment produces the inventory and draft policies you need to start, sized to your actual use.

How much of our team's time does this need?

Typically 8–12 interviews of 45–60 minutes, plus document requests coordinated by a single point of contact.

Does this replace our model risk management program?

No. It extends model risk, third-party risk, and data governance to cover AI-specific risk and shows where each program owns which control.

Know where your AI governance program stands

A free 30-minute gap check with a written one-page readout. No sales deck.

Request a Free AI Governance Gap Check