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AI-BIAS-MITIGATION5 MIN READ

Commit To A Vendor Evidence Request

Commit to requesting specific fairness evidence from an AI vendor before a pilot or renewal.

commitment-card battlecard evidence-checklist Request bias-mitigation evidence before a third-party AI pilot, renewal, or expansion. Use this for a vendor model that will affect customers, employees, applicants, claims, cases, leads, support routing, or other consequential workflows. Vendor AI evidence request Use case we are evaluating: [our workflow and decision] Affected population: [customers, employees, applicants, or users] Please provide evidence for: Intended use and out-of-scope use for this model or system. Evaluation data coverage and subgroup performance relevant to our population. Known limitations, failure modes, and conditions where human review is required. Bias mitigation steps already applied and evidence that they worked.…

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