Inventory distortion and automation gaps threaten global supply chain efficiency

Effective demand forecasting and end-of-line automation are critical to preventing significant financial losses in manufacturing and distribution. According to IHL Group, the global cost of inventory distortion—comprising both stockouts and overstocks—is projected to reach $1.77 trillion in 2025. This includes $1.2 trillion lost to stockouts and $572 billion due to overstocks.

While many operations focus on upstream warehouse management and AI-driven scheduling, bottlenecks often occur at the end of the production line. Inefficiencies in case sealing, stretch wrapping, and palletizing can cause upstream automation to wait for packaging, leading to missed shipping windows and increased labor costs.

A NIST analysis suggests that maintaining efficient work-in-process flow is vital for productivity; had flow times remained at 2005 levels, U.S. manufacturing productivity would have grown by 1.7% to 3.4% rather than declining by 2.2%.