AI Lane·FreightWaves·Jul 24, 2026

YMX Logistics reduced a top-five U.S. grocery distributor's yard truck fleet by 36%, cutting 8 units from 22 to 14, using its Autonomous Yard Operating System.

The brief

This reduction, achieved at multiple sites, is attributed to YMX's AI-powered system, which optimizes yard operations through simulation, computer vision, and a digital twin. Operators implementing similar solutions can expect 15-30% lower dwell time, 10-25% higher driver productivity, and 20-40% less congestion. This highlights the measurable ROI possible by applying AI to the historically under-optimized yard space bridging transportation and warehousing.

Takeaway

Evaluate current yard operations for technology gaps beyond basic visibility; identify areas where AI-driven orchestration can actively reduce asset requirements or improve throughput.

Original source
Read the original at FreightWaves

https://www.freightwaves.com/news/ymx-logistics-reduced-a-grocery-distributors-yard-fleet-by-36-with-its-autonomous-yard-operating-system