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AI for Logistics & Transportation

17 ready-to-build AI use cases for logistics & transportation teams, each built and tested on sample data. Open any kit to see how it was measured and where it fails.

Measured on sample data, not asserted. Every number lives on the kit’s own board.
17use casesfor Logistics & Transportation
6kinds of jobthe bars below
1,060sample documentsin these kits’ data
1,060test casesgraded by code
98failures namedcase by case

What these kits do

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Where they slip, and where to watch

Across 98 named failures

  • Applied the wrong rule · 30%
  • Added or dropped an item · 24%
  • Dates, numbers and arithmetic · 17%

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All 17 kits

Logistics & TransportationUC0038Check proof-of-delivery records for short, damaged or unsigned shipments55 delivery records measuredLogistics & TransportationUC0078Catch a carrier's fuel surcharge billed off the wrong week50 carrier fuel invoices measuredLogistics & TransportationUC0093Catch a yard trailer's free time before it runs out120 yard snapshots measuredLogistics & TransportationUC0182Check which freight audit findings count toward a month's recovery24 freight audit recovery packs measuredLogistics & TransportationUC0256Check freight accessorial charges against the signed contract60 accessorial code packs measuredLogistics & TransportationUC0285Catch a freight booking that breaks the routing guide62 outbound bookings measuredLogistics & TransportationUC0312Check a contractor's invoice against the contract and log60 contractor service invoices measuredLogistics & TransportationUC0313Check a shipment's invoice against its packing list60 shipment document sets measuredLogistics & TransportationUC0341Catch every special-handling need in a freight booking62 booking packets measuredLogistics & TransportationUC0387Check a trucking carrier's extra charges against the contract58 trip files measuredLogistics & TransportationUC0423Check a freight damage claim against its shipment64 claim files measuredLogistics & TransportationUC0458Check a carrier's fuel-card statement against route and card records64 reconciliation packs measuredLogistics & TransportationUC0484Find why a carrier's freight bill disagrees with its pre-rate64 mismatched freight bills measuredLogistics & TransportationUC0515Draft the reply to a customs query, or hold it64 query packets measuredLogistics & TransportationUC0547Find the cause of a shipment delay and its owner65 in-transit exceptions measuredLogistics & TransportationUC0551Turn freight delivery voicemails and photos into damage reportsmixed64 deliveries measured · 21.3 minutesLogistics & TransportationUC0581Draft a carrier rate amendment from what the negotiation agreed64 rate negotiations measured

Rebuilt from the kit files at every deploy · last deploy before this build: 18 Oct 2026