Analyze complaints alongside weather-specific performance | AIGP
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Analyze complaints alongside weather-specific performance: Which missing control most directly addresses this

AIGP Understanding How to Govern AI Deployment and Use Medium

Use complaints as monitoring inputs, then compare suitable performance measures in the changed weather context.

The question

A logistics company’s scheduling assistant is deployed. Governance, access controls, human authority, logging, supplier oversight, and response procedures are already established. Repeated dispatcher complaints indicate that route recommendations become unreliable during severe weather. Which missing control most directly addresses this monitoring signal?

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  1. Increase dispatcher training on interpreting weather-related recommendations.
    Training may improve interpretation, but it does not measure changing performance or determine whether corrective action is needed.
  2. Analyze complaints alongside weather-specific performance measurements. ✓
    Combining complaints with suitable context-specific measurements tests whether performance changed and supports documented corrective action.
  3. Require dispatchers to approve every generated route before release.
    Approval can control consequential use, but it does not directly establish whether weather caused measurable performance deterioration.
  4. Replace the scheduling model with a separately benchmarked vendor system.
    Replacement is a remediation option, yet selecting another system does not first establish the nature or extent of the issue.
The trap
Feedback identifies where to investigate; suitable measurements establish whether the system actually changed or caused harm.

How to remember it

Use complaints as monitoring inputs, then compare suitable performance measures in the changed weather context.

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