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AI-ANALYSIS5 MIN READ

Apply and Commit: Run a Two-Day Vendor Evidence Review

Commit to a concrete AI vendor evidence review using context, failure, and control questions.

Run a two-day AI vendor or model-selection evidence review before a real recommendation is made. Use AI RMF-style context questions and ask the vendor or internal owner what use cases were excluded, what failure mode performed worst, and what controls the reported results assumed. For [vendor/model], I will ask: (1) which workflows or edge cases were excluded, (2) which failure category performed worst, and (3) what human review, escalation, or policy constraints the result assumed. I will then recommend [pilot / constrained pilot / no-buy / more evidence] because ____. A vendor is pitching an assistant as enterprise-ready before Procurement…

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