The AI governance pocket deck
Recall the core questions for quickly screening a government AI use case.
First question What public decision, service, or workflow could this AI output influence? Name the actual agency action, not the tool category. A summarizer, ranker, recommender, and decision engine need different controls even if they use the same model. Assistance vs. reliance Is this staff assistance or public-impacting reliance? The lane depends on operational reliance, not where the screen appears. Common objection The vendor says the model is already validated. You are in an intake call and the team wants to skip local evidence. Your line Good. We still need validation for our use, data, population, workflow, and monitoring plan.…
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