Require independent review before deployment: Which approach | AIGP
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Require independent review before deployment: Which approach best respects that constraint?

AIGP Understanding the Foundations of AI Governance Easy

Independent challenge must occur before deployment when policy identifies unresolved safety concerns as a gating constraint.

The question

An energy company can either accelerate deployment of a maintenance model or add independent risk review. Both approaches are feasible, but company policy requires unresolved safety concerns to receive challenge before operational use. Which approach best respects that constraint?

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  1. Ask executives to approve the maintenance team’s deployment recommendation.
    Executive approval may assign accountability, but it does not itself provide independent challenge of unresolved technical risk.
  2. Require independent review before deployment.
    Independent review directly addresses the stated constraint by challenging unresolved safety concerns before the model enters operations.
  3. Pilot the model while documenting unresolved concerns for later governance review.
    A pilot can generate evidence, but proceeding before required challenge leaves the stated pre-deployment constraint unmet.
  4. Deploy after the maintenance team confirms acceptable performance.
    This preserves operational speed but lacks the independent challenge required when safety concerns remain unresolved before deployment.
The trap
When a stated constraint requires challenge, do not substitute owner approval or documentation.

How to remember it

Independent challenge must occur before deployment when policy identifies unresolved safety concerns as a gating constraint.

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