An LTL shipment declared at 1,200 pounds that the carrier weighs in at 1,600 pounds is reclassified at pickup. The shipper receives a supplemental invoice. The accounts payable team disputes it. The logistics coordinator spends hours tracing the discrepancy. The carrier stands firm because their scale is the authority. The freight cost is 20 to 30 percent higher than planned. All of this is preventable if the weight discrepancy is caught before the carrier arrives.
How Weight Discrepancies Happen
Weight discrepancies in LTL freight almost always come from one of three sources: the shipper's estimate was based on product specs that do not account for packaging and pallet weight, the shipper added items to the shipment after the PO was created, or the declared dimensions are incorrect and the carrier is applying cubic capacity pricing. The AI shipping coordinator addresses all three by asking the shipper to confirm actual weight and dimensions at the time of the confirmation email — before the carrier is scheduled.
The Confirmation Question That Catches Discrepancies
The AI-generated shipper confirmation email includes a specific data verification request: "Please confirm the actual loaded weight of this shipment, including packaging and pallet weight, and the actual outer dimensions per pallet." The shipper's reply either confirms the declared figures or provides corrections. If corrections are provided, the AI flags the discrepancy, updates the shipment record, and alerts the coordinator to obtain a revised carrier quote before pickup.
The AI Shipping Coordinator runs this weight and dimension verification as a standard part of every outbound confirmation — flagging discrepancies automatically and updating the shipment record with the shipper-confirmed figures.