In the July issue of Modern Materials Handling, Roberto Michel explores how artificial intelligence and machine learning are reshaping warehouse management systems (WMS) and warehouse execution systems (WES). With dynamic optimization, intelligent orchestration and even generative AI capabilities emerging, warehouse software is shifting from static planning to real-time, data-driven decision-making.
GreyOrange co-founder and CEO Akash Gupta shared his thoughts, highlighting how multiagent orchestration powered by machine learning delivers faster, smarter and more adaptive fulfillment. These capabilities don’t just automate — they orchestrate across systems, people and robots, transforming how goods flow through the supply chain.