Governance · AI governance and assurance · 03
NIST AI RMF alignment
NIST AI RMF alignment organizes an organization’s AI governance around the AI Risk Management Framework’s four functions, Govern, Map, Measure and Manage, so that AI risks are identified, measured and managed in a way that boards, customers and regulators recognize. It is needed when leadership wants AI governed against a recognized model without pursuing certification, when customers or federal contracts reference the framework, when AI use has outpaced any structured risk process, or when several teams manage AI risk differently. Alignment produces a current profile of how each function is performed today, a target profile agreed with leadership, the gaps ranked by consequence, and a roadmap that builds the governance the organization can sustain rather than the governance a template prescribes.
Scope
What the review covers.
- Current profile across Govern, Map, Measure and Manage
- Governance structures, roles, policies and accountability for AI
- Mapping of AI systems, contexts and risks
- Measurement approaches for trustworthiness characteristics
- Risk treatment, monitoring and incident handling for AI
- Target profile and roadmap
Deliverables
What you receive.
| Deliverable | Form |
|---|---|
| Current profile | Evidence-based status by function and category |
| Target profile | Agreed with leadership |
| Gap analysis and roadmap | Ranked and sequenced |
| Governance structure | Roles, forums and decision rights for AI |
Prerequisites
What we need from you.
- The AI use inventory, or agreement to build it first
- Leadership participation in setting the target profile
- Existing risk management processes the AI program should connect to
Related
Where this sits.
By David Selakovic · Published 2026-10-16 · Revised 2026-10-16 · Reviewed every 180 days
Questions
Asked before engaging.
Is the framework mandatory?
It is voluntary, but it is widely referenced in federal procurement, state regulation and customer requirements, which makes alignment a practical expectation.
How does it relate to ISO/IEC 42001?
The framework organizes risk management; the standard certifies a management system. Alignment can be a step toward certification or stand alone.
How is progress measured?
By re-measuring the profile on a schedule. The roadmap defines what changes between measurements.