Automating Freight Brokerage Workflows
Convoy
Algorithmic matching only matters in trucking if the software can do the boring work that human brokers normally do, price the load, find a trusted carrier, track the truck, collect paperwork, and trigger payment. Convoy built that full workflow, not just a load board, which is why faster matching could translate into lower take rates and why the platform later remained valuable even after the brokerage shut down.
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The practical wedge was dense lanes. Convoy first locked in repeat freight on a few high volume routes from large shippers, then used that predictable demand to attract small carriers who could book through an app instead of fielding broker calls. That made automation more accurate because the platform saw the same lanes and prices over and over.
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This model looks more like a thin margin exchange than a classic broker. Revenue comes from the spread between shipper price and carrier payout, but enterprise freight pushes take rates down, which is why peers like Uber Freight and Transfix also ran at very low margins despite large revenue bases.
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The strongest proof that the software itself had value is what happened after the company failed. Flexport bought the technology in October 2023, relaunched it as a neutral marketplace in April 2024, and DAT agreed to acquire it in July 2025, with nearly 30,000 carriers using the app and automation handling most transactions.
Freight brokerage is heading toward a split market where large networks still matter, but the winning product increasingly looks like software that automates negotiation, tracking, documents, and pay. That shifts value away from armies of phone based reps and toward the platform that sits inside the daily workflow of brokers and carriers.