C.H. Robinson Launches AI System That Operates and Optimizes Supply Chains

C.H. Robinson has launched Lean AI Engineer, a new artificial intelligence system designed to continuously assess, improve, and operate customer supply chains while shipments are moving through the network.

The Eden Prairie, Minnesota-based logistics company said the technology is now serving customers using its 4PL Managed Solutions offering and works alongside the Lean AI Planner platform introduced in 2025. Together, the systems form what C.H. Robinson describes as a closed-loop AI environment that can manage supply-chain execution while simultaneously identifying opportunities for improvement.

According to C.H. Robinson, Lean AI Engineer can evaluate an entire supply chain in 25 to 30 minutes, compared with traditional assessments that can take several weeks and often focus on historical performance rather than current operations.

“The breakthrough here is that it’s one closed-loop AI system,” Jordan Kass, President of Managed Solutions at C.H. Robinson, said in the announcement. “It will run continuously, improve the operation it’s running and heal itself when something breaks — without an alert or a human noticing a problem first.”