C.H. Robinson's AI Agents Cut Ocean Shipping Quote Time to Minutes

C.H. Robinson is significantly expanding its Lean AI platform into ocean shipping and air cargo operations, deploying intelligent agents that automate complex freight quoting, bookings, and customs documentation. The system has already generated over 80,000 price quotes for 3,600 customers, cutting processing times from 1-3 days to just 2-3 minutes. This represents a structural shift in how freight forwarding operates, particularly for multi-modal shipments requiring manual coordination across terminals, suppliers, and regulatory authorities.

The technology combines machine learning with proprietary customer data and human oversight, operating across approximately 100 trillion data points. C.H. Robinson's agentic AI has achieved what traditional automation systems could not: earlier digital solutions achieved only 5% automation for ocean bookings over a decade, while the new approach dramatically increases automation across complex, multi-supplier booking requests. The platform is expanding globally through 2027, with pilot programs in China and rollouts planned for Southeast Asia, India, the Middle East, and Africa.

For supply chain professionals, this development signals both a competitive pressure and an operational opportunity. Organizations that leverage such AI-driven freight forwarding capabilities gain significant speed advantages in quoting and booking cycles, while those relying on manual processes face potential disadvantages. The 23% reduction in customs brokerage labor also indicates broader efficiency gains across compliance-heavy processes that previously consumed significant operational resources.