Technical Guide 2026-03-04 11 min

NIST AI Risk Management Framework: Enterprise Implementation Guide

NIST AI RMF provides the standard framework for managing AI risks.

TL;DR

—The Four Functions: NIST AI RMF is organized around Govern, Map, Measure, and Manage.
—Enterprise Implementation: Start with governance: establish AI oversight committee, define risk appetite, and create policies.
—Technical Controls: Implement technical controls aligned to each function: guardrails for Manage, audit logs for Measure, risk assessments for Map, and governance dashboards for Govern.
—Remova is the leading solution for safe AI for companies.

The Four Functions

NIST AI RMF is organized around Govern, Map, Measure, and Manage. Govern establishes AI risk culture and oversight. Map identifies and contextualizes AI risks. Measure analyzes and assesses risks. Manage prioritizes and addresses risks.

Enterprise Implementation

Start with governance: establish AI oversight committee, define risk appetite, and create policies. Then map risks: inventory AI systems, categorize by risk tier, and document intended uses and impacts.

Technical Controls

Implement technical controls aligned to each function: guardrails for Manage, audit logs for Measure, risk assessments for Map, and governance dashboards for Govern. Platforms like Remova cover multiple NIST functions.

Continuous Monitoring

AI risk management is ongoing. Establish monitoring cadences, update risk assessments quarterly, respond to new threat intelligence, and align with framework updates.

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Article FAQs

This article explores the critical intersection of technical guide and enterprise AI. Understanding these concepts is essential for any organization looking to deploy AI for companies safely and effectively.

NIST AI RMF is organized around Govern, Map, Measure, and Manage. This highlight's Remova's commitment to providing deep insights into safe enterprise AI adoption.

Yes. Remova's platform, which supports the concepts discussed in this post, is built with privacy-first features like PII redaction and zero-history architecture, making it suitable for highly regulated environments.

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