Overnight routing agent
Logistics · Automation · Systems
An overnight routing agent that plans the day before the depot opens.
Challenge
Dispatchers arriving before dawn to hand-build routes from a spreadsheet. One person on leave can delay a full day of deliveries.
Approach
We model the routing rules explicitly instead of hiding them in a model, then build an agent that runs overnight: it pulls the day's orders, checks vehicle capacity and driver hours, proposes routes, and surfaces only the exceptions for a person to approve in the morning.
Outcome
Dispatchers review rather than build. Daily planning shrinks from hours to minutes, and routes tend to tighten as the rules are applied consistently.
- Overnight Route planning
- Hrs → min Daily planning
- Exceptions Only, to humans
- Rules-first Explicit, auditable
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