Perform impact analysis and obtain change approval before | AIGP
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Perform impact analysis and obtain change approval before: Which action should occur before deployment?

AIGP Understanding the Foundations of AI Governance Medium

A behavior-changing update affecting route priorities requires impact analysis and approval before deployment.

The question

A logistics vendor announces a model update to its scheduling service. The update changes how delivery-time predictions are generated and may alter route priorities, although the interface remains unchanged. The organization’s workflow requires stronger review for changes affecting operational decisions. Which action should occur before deployment?

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  1. Repeat the original acceptance test without new impact analysis.
    The original test may not cover changed prediction behavior, route priorities, or newly affected operational risks.
  2. Perform impact analysis and obtain change approval before deployment. ✓
    Impact analysis identifies changed risks, while approval ensures the update meets the workflow’s requirement for decision-affecting changes.
  3. Ask the supplier to confirm backward-compatible interface behavior.
    Interface compatibility does not establish that predictions and route priorities remain behaviorally or operationally equivalent.
  4. Record the vendor’s release note in the inventory.
    Recording the release improves traceability, but it does not assess changed behavior or determine whether stronger approval is required.
The trap
Assess behavioral and decision impact, not just whether the software interface changed.

How to remember it

A behavior-changing update affecting route priorities requires impact analysis and approval before deployment.

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