Sectors · Logistics & distribution

Every freight invoice, checked on arrival.

Logistics and distribution run on purchase orders, proof of delivery and invoices that rarely match line by line. Agents reconcile them as they arrive, and your team only sees the exceptions.

The evidence

US$53B

forecast spend on supply-chain software with agentic AI by 2030, up from under US$2B in 2025.

Source: Gartner, Apr 2026

5% → 60%

of enterprises using supply-chain software expected to adopt agentic AI features, from 2025 to 2030.

Source: Gartner, Apr 2026

31.8% → 35.7%

adjusted operating margin at a freight leader that credits custom-built AI agents for productivity gains of 15% or more.

Source: C.H. Robinson Q2 2026 earnings, SEC filing

Where agents pay back

  • Purchase order, proof of delivery and invoice reconciliation.
  • Freight audit and accrual management.
  • Carrier document chasing.
  • Tracking-exception handling and customer updates.

In every case the agent prepares and a named person on your team decides.

Decision card · freight invoiceIllustrative
LineFinding
Base freightMatches PO and rate card
DetentionGPS dwell shows 2 h billable, not 6 h
Fuel surchargeNot in the lane contract

Proposed: short-pay, with proof of delivery, GPS log and rate card attached, plus a draft note to the carrier. Routed to a reviewer.

Example of an agent built for a freight technology platform. Figures are illustrative.

Start with a fixed-fee assessment. Prove it with a paid pilot.

We find the two or three workflows where an agent pays back fastest, and tell you plainly where it won’t.