The designated accountable risk authority: Who should resolve | AIGP
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The designated accountable risk authority: Who should resolve the approval uncertainty before deployment?

AIGP Understanding How to Govern AI Development Easy

Residual-risk approval belongs to the designated accountable authority, not automatically to technical, procurement, or documentation personnel.

The question

A housing administrator’s application-screening model has mitigations in place, but some residual disparate-impact risk remains. Who should resolve the approval uncertainty before deployment?

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  1. The procurement officer who negotiated the vendor contract.
    Procurement can address contractual matters but is not necessarily authorized to decide whether residual impact risk is acceptable.
  2. The reviewer who checked application-level documentation.
    Documentation review supports oversight, but reviewing evidence does not itself establish authority to approve residual disparate-impact risk.
  3. The designated accountable risk authority.
    Residual risk requires an authorized decision-maker who can accept, reject, or require further treatment within organizational governance.
  4. The model developer who tuned the mitigation.
    The developer can provide technical evidence but may lack authority and independence to accept residual organizational risk.
The trap
Ask who is empowered to accept residual risk, rather than who produced or reviewed the supporting analysis.

How to remember it

Residual-risk approval belongs to the designated accountable authority, not automatically to technical, procurement, or documentation personnel.

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