Require update impact assessment before production | AIGP
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Require update impact assessment before production: Which control is most direct?

AIGP Understanding How to Govern AI Development Medium

Supplier updates require impact assessment before acceptance, because changed behavior may alter safety-related priorities.

The question

An energy company uses a supplier model to prioritize maintenance inspections. All current monitoring, testing, oversight, risk treatment, and supplier documentation are complete. The supplier announces a model update, but the company lacks a process to determine whether changed behavior affects safety-related priorities before production use. Which control is most direct?

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  1. Ask maintenance supervisors to report unusual outputs.
    Supervisor feedback can supplement monitoring, but an informal reporting request does not establish structured pre-use change assessment.
  2. Archive the supplier’s update notice.
    Archiving notice preserves evidence of communication, but does not evaluate behavioral changes or their consequences for safety-related priorities.
  3. Require update impact assessment before production acceptance. ✓
    A pre-acceptance impact assessment directly evaluates changed behavior against the safety use case before the update enters production.
  4. Compare updated outputs with prior production outputs.
    Output comparison can identify differences, but alone does not determine whether changed priorities remain safe and acceptable for deployment.
The trap
A supplier update is a change event; require use-case-specific impact assessment before accepting it into production.

How to remember it

Supplier updates require impact assessment before acceptance, because changed behavior may alter safety-related priorities.

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