Route contested assignments to an authorized supervisor | AIGP
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Route contested assignments to an authorized supervisor: What escalation design best addresses the changed

AIGP Understanding How to Govern AI Deployment and Use Hard

Contested assignments require informed human authority, usable records, intervention power, and a fallback for the imminent dispatch cycle.

The question

A logistics scheduler was validated for salaried drivers with predictable routes. It is now assigning shifts to contractors who can contest allocations through a portal, but supervisors receive only a score and lack explanation details. Several contractors report implausible assignments, and the next dispatch cycle is imminent. What escalation design best addresses the changed population and evidence gap?

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  1. Ask supervisors to approve contested assignments using their general scheduling experience.
    General experience is insufficient when supervisors lack assignment evidence and a structured fallback for imminent dispatch decisions.
  2. Have the portal automatically resubmit contested assignments for another model score.
    A second score does not provide competent human authority, explain the assignment, or address potentially unreliable evidence for contractors.
  3. Pause contractor scheduling until the vendor explains the score methodology in detail.
    Vendor explanation may help later, but this does not establish immediate contest handling, human authority, records, or operational fallback.
  4. Route contested assignments to an authorized supervisor with records, authority, and a manual fallback.
    This supplies human authority, relevant records, intervention capacity, and continuity while the changed use and unsupported assignments are investigated.
The trap
A human reviewer is not enough; verify access to information, authority to override, and a workable fallback.

How to remember it

Contested assignments require informed human authority, usable records, intervention power, and a fallback for the imminent dispatch cycle.

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