NIST's AI Risk Management Framework sounds heavy. Here is how startups apply GOVERN, MAP, MEASURE, and MANAGE in a week.
GOVERN: Name an AI risk owner (often CTO or Head of Eng). One-page charter: what AI you use, what you will not do, and who approves new tools.
MAP: Inventory AI touchpoints — customer data in prompts? Agents with write access? Third-party embeddings? Draw a simple data flow.
MEASURE: Score risks (likelihood × impact). Use OWASP LLM Top 10 as a checklist. Our health checks produce a numeric posture score teams can track monthly.
MANAGE: Prioritize fixes in 30/90-day buckets. Not every gap needs immediate remediation — document accepted risk with executive sign-off where appropriate.
NIST alignment is a sales asset, not just compliance. Include a one-slide RMF summary in your data room.
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