C.H. Robinson, the largest US freight broker, has rolled out a set of AI "agents" that run parts of its freight operation on their own, the clearest sign yet that the company is rebuilding its business around automation.
What it does: The broker says its agentic supply chain software can size up a full supply chain in 25 to 30 minutes, against roughly four weeks before, and that AI now autonomously manages 92% of its 4PL, or managed-transportation, shipments.
A separate set of agents works a narrower task, spotting missed less-than-truckload pickups and chasing them down before they become late loads. Robinson says the tools run on the data from the 37 million shipments it handles a year.
The backdrop: The push comes out of a brutal stretch for brokers.
A multi-year downturn squeezed the spread between what they charge shippers and pay carriers, while digital upstarts spent the last decade arguing software could gut the broker's cost base.
Robinson, under CEO Dave Bozeman, has answered by automating the manual steps inside a freight transaction, the quoting, booking, tracking, and invoice checks that used to keep large teams busy.
The big picture: Robinson is the biggest name to claim it has moved AI from advising people to running live execution, and the figures, though unverified by outsiders, set a marker rivals will be measured against.
Most large 3PLs and transportation-software vendors are building in the same direction.
What's next: The real test is a freight upcycle. Automation is easiest to trust in a slow market with steady volumes, and harder when demand spikes, capacity tightens, and exceptions pile up.
Robinson's coming earnings calls will show whether it is holding margin as well as cutting headcount.
