Record a scoped performance claim: For this internal | AIGP
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Record a scoped performance claim: For this internal procurement decision, with any applicable EU AI Act

AIGP Understanding the Foundations of AI Governance Medium

The evidence supports only a scoped benchmark claim, not fitness for the intended travelers.

The question

A travel-support vendor reports 96% accuracy on a benchmark and supplies a certification. The benchmark population differs from your travelers, and training-data provenance is undocumented. For this internal procurement decision, with any applicable EU AI Act review handled separately, what conclusion should be recorded?

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  1. Record a scoped performance claim, not deployment fitness. ✓
    The observations support only performance under the stated benchmark conditions; fitness for the intended travelers and data provenance remain unresolved.
  2. Treat the certification as deployment assurance.
    The certification may be relevant evidence, but it does not establish fitness for the different traveler population or resolve provenance.
  3. Approve conditionally after a general procurement review.
    A general review does not specify or resolve the documented population mismatch and provenance gap.
  4. Use the benchmark score as the main deployment-risk evidence.
    The score supports a claim under the benchmark conditions, but it cannot substitute for population and provenance evidence.
The trap
Separate what a benchmark demonstrates from what remains unknown about the proposed deployment.

How to remember it

The evidence supports only a scoped benchmark claim, not fitness for the intended travelers.

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