Increase reviewer capacity: Which missing control most directly | AIGP
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Increase reviewer capacity: Which missing control most directly addresses this condition?

AIGP Understanding How to Govern AI Deployment and Use Medium

Human oversight fails when authorized reviewers lack time; increasing capacity directly fixes the stated workload gap.

The question

An energy company uses an AI maintenance triage tool. Monitoring, documentation, permissions, escalation rules, supplier information, and fallback procedures are satisfied. Reviewers now receive more alerts than they can evaluate within required operating windows. Which missing control most directly addresses this condition?

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  1. Increase reviewer capacity.
    Effective oversight requires people with sufficient time; increasing capacity directly addresses the stated inability to review alerts promptly.
  2. Add more detailed alert explanations for reviewers.
    Explanations can improve information quality, but they do not directly resolve an insufficient number of available review hours.
  3. Transfer alert review to the software supplier.
    Delegation might alter staffing, but it does not itself establish competent, authorized reviewers with adequate time and accountability.
  4. Improve the model’s maintenance prediction benchmark.
    Better benchmark performance may help accuracy, but it does not provide reviewers the time needed for required decisions.
The trap
When the stated defect is insufficient review time, choose a capacity remedy rather than an accuracy or documentation remedy.

How to remember it

Human oversight fails when authorized reviewers lack time; increasing capacity directly fixes the stated workload gap.

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