Use an iterative: Which plan better reflects the NIST AI RMF | AIGP
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Use an iterative: Which plan better reflects the NIST AI RMF distinction?

AIGP Understanding How Laws, Standards and Frameworks Apply to AI Easy

NIST uses an iterative model in which GOVERN remains cross-cutting across MAP, MEASURE, and MANAGE.

The question

A software procurement team is comparing two governance plans. Plan One performs MAP, MEASURE, and MANAGE once in that order, with governance ending after initial approval. Plan Two keeps governance active while those functions inform one another and circumstances change. Which plan better reflects the NIST AI RMF distinction?

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  1. Complete contextual mapping only after measurement confirms system performance.
    MAP establishes intended purpose, affected people, impacts, and limits; it is not postponed until technical measurement is complete.
  2. Use a fixed stage-gate sequence for procurement approval.
    A stage-gate process may be an internal control, but it does not reflect the framework’s iterative relationship among its functions or continuing GOVERN role.
  3. Use an iterative, cross-cutting governance model. ✓
    NIST GOVERN remains active across MAP, MEASURE, and MANAGE, which can inform one another and be revisited as context, evidence, or impacts change.
  4. Assign governance to compliance after approval and revisit the other functions only when a major incident occurs.
    GOVERN is not limited to compliance or post-incident review, and MAP, MEASURE, and MANAGE may need iteration before an incident when context or evidence changes.
The trap
Reject plans that end governance after approval or impose an inflexible order on the functions.

How to remember it

NIST uses an iterative model in which GOVERN remains cross-cutting across MAP, MEASURE, and MANAGE.

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