Revalidate the changed version for the intended use | AIGP
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Revalidate the changed version for the intended use: What is the decisive requirement before deployment?

AIGP Understanding How to Govern AI Development Medium

A changed supplier model must be revalidated for the actual intended use because earlier evidence may no longer apply.

The question

A company procuring a vendor’s updated forecasting model learns that the model version changed, but receives no evidence that its prior validation still applies to the new version. What is the decisive requirement before deployment?

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  1. Deploy the update while collecting validation evidence afterward.
    Post-deployment monitoring is valuable, but unresolved evidence gaps should not be bypassed when predeployment evaluation is required.
  2. Accept the update under the supplier’s existing warranty.
    A warranty does not show that prior validation remains applicable to a changed model version or this procurement use case.
  3. Compare the vendor’s benchmark score with the previous version.
    A benchmark comparison may inform review, but it does not establish contextual suitability or cover all relevant risks.
  4. Revalidate the changed version for the intended use.
    A changed model version requires evaluation in context, with evidence supporting reliability, limitations, and acceptance for the intended use.
The trap
A version change creates an evidence question; do not assume prior testing transfers automatically.

How to remember it

A changed supplier model must be revalidated for the actual intended use because earlier evidence may no longer apply.

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