United StatesLogistics and transport2025 – ongoingC.H. Robinson
Paired AI agents for missed LTL pickup recovery
C.H. Robinson said AI automated 95% of missed-pickup checks
Problem
Employees spent hours investigating missed freight pickups. Uncertain shipment status could trigger unnecessary return trips.
Approach
C.H. Robinson built an agent that called carriers and another that selected follow-up actions. It first deployed them for Freightquote customers, then began expanding across LTL customers in July 2025.
Results
Takeaway
The agents connected shipment-status checks with recovery decisions. The reported reduction in return trips covered operational consequences beyond administrative time.
Categories
- Size
- Large enterprise
- Industry
- Logistics and transport
- Business function
- Logistics and supply chain
- Innovation type
- Process innovation
- AI technology
- AI agentsConversational and voice AI
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
C.H. Robinson described paired agents investigating and resolving missed pickups. It reported 95% automation of checks, over 350 work hours saved daily and 42% fewer unnecessary return trips.
Full details are in the original sources.
