Use GOVERN throughout and revisit roles as context changes | AIGP
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Use GOVERN throughout and revisit roles as context changes: Which approach reflects the framework

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

GOVERN remains active across functions, especially when users, impacts, and escalation needs change during deployment.

The question

A travel-support chatbot initially served domestic travelers, then expanded to multilingual international users and began receiving safety-related complaints. The team completed an initial MAP analysis and proposes waiting for all MEASURE work before revisiting governance. Which approach reflects the framework relationship?

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  1. Complete MAP once, then sequence MEASURE before any governance activity.
    NIST presents GOVERN as cross-cutting, not a one-time step that must wait for completion of measurement activities.
  2. Apply MANAGE only after every affected population has identical evidence.
    MANAGE can proceed with documented uncertainty and proportional responses; identical evidence across populations is not a framework prerequisite.
  3. Use GOVERN throughout and revisit roles as context changes.
    GOVERN is cross-cutting across MAP, MEASURE, and MANAGE, so changed users and complaints can require governance updates during ongoing work.
  4. Use MEASURE alone because complaints are performance evidence.
    Complaints may inform measurement, but changed population, language, and safety context also require governance and contextual reassessment.
The trap
A changed context can trigger renewed work in several functions; do not assume completed MAP ends governance.

How to remember it

GOVERN remains active across functions, especially when users, impacts, and escalation needs change during deployment.

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