Use-case assurance evidence: What evidence is still decisive? | AIGP
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Use-case assurance evidence: What evidence is still decisive?

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

ISO/IEC 42001 certification informs organizational governance; the insurer still needs evidence specific to claims-triage deployment.

The question

An insurer’s vendor presents ISO/IEC 42001 certification for its AI claims-triage organization. The insurer must decide whether the deployed triage use case has adequate assurance. What evidence is still decisive?

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  1. A general statement that the model passed validation.
    Validation claims without defined context, limits, representative evidence, and applicable requirements cannot establish adequate assurance for this use.
  2. The vendor’s certification certificate alone.
    A certificate does not establish that this claims-triage use is safe, effective, or legally compliant in the insurer’s context.
  3. A procurement checklist confirming the vendor has governance policies.
    Policy evidence may support governance review, but does not replace evidence about the deployed claims-triage system and its impacts.
  4. Use-case assurance evidence. ✓
    Certification addresses the organization’s scoped management system, so deployment-specific performance, impact, and risk evidence remains necessary.
The trap
Ask what the evidence actually covers: organizational processes or the deployed system and its consequences.

How to remember it

ISO/IEC 42001 certification informs organizational governance; the insurer still needs evidence specific to claims-triage deployment.

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