AI Agents Cut Freight Quote Times to Minutes
Shippers and forwarders should expect faster ocean and air pricing and customs processing as AI agents spread across global freight operations.
Updated on Nov. 2, 2026 in Transportation
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CH Robinson has expanded its AI agents into global freight forwarding, covering ocean shipping, air freight and customs brokerage. The quotation tool has already generated more than 80,000 quotations for over 3,600 customers, with ocean booking agents launched in China in August.
Why it matters
Pricing and booking work that once took a day or several days for air and ocean freight now runs through automated agents, shifting how forwarders and their customers manage time-sensitive cargo. The move follows earlier digital booking efforts that automated only about 5% of ocean and air booking requests over roughly a decade.
CH Robinson serves 75,000 customers and 450,000 carriers and manages 37 million shipments and $23 billion in freight annually. Its AI quotation tool has generated more than 80,000 quotations for 3,600 customers, and customs processing time has fallen 23%.
The players
CH Robinson
A global third-party logistics company that manages 37 million shipments and $23 billion in freight annually for 75,000 customers and 450,000 carriers.
The details
AI agents interpret customer requirements, gather information from external parties, assess origin and destination variables and determine routing options. They also monitor terminal websites and email notifications for changing fees, and in one example assessed 43 terminals for a Shanghai shipment. A separate customs processing system handles more than four dozen document types, and the company employs 450 in-house software engineers and data scientists to build and run these tools.
Timeline
2025: Quotation technology first introduced for less-than-container-load ocean freight for US and Canada customers.
August 2026: Ocean booking agents launched in China.
Q4 2026: Quotation technology deployment and Asia booking expansion planned.
Q1 2027: Global ocean booking agent deployment expected.
Market Landscape
Earlier digital booking initiatives automated only about 5% of ocean and air booking requests over roughly a decade, a pace that AI agents now aim to surpass. CH Robinson's rollout positions it ahead of that prior trajectory as it extends the tools from North American less-than-container-load freight into China and then Asia, the Middle East and Africa.
Shippers and forwarders should expect faster quotes and booking turnaround as AI agents spread, and should watch whether pricing transparency and service levels hold up under automation. Operators handling customs paperwork may see processing time shrink, though these gains are company-reported and should be confirmed in their own shipping data.
The takeaway
Freight operators should track whether AI quotation and booking tools deliver the reported speed gains in their own lanes as the rollout reaches Asia and other regions in late 2026 and early 2027. Operators can ask forwarding partners for their automation timelines and measure quote turnaround before committing to new contracts.
What happens next
Quotation technology deployment in Southeast Asia, India, the Middle East and Africa is planned for Q4 2026, with global ocean booking agent deployment expected in Q1 2027.
Further reading
For broader context on how automation is reshaping freight, see the Transportation section.
Source note: This article includes information reported by Themachinemaker.
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