The current warehouse is experiencing a significant revolution driven by logistics automation. Various systems are now deployed to optimize operations. These encompass everything from autonomous mobile robots (AMRs) for item transport, advanced warehouse management systems (WMS) for instant visibility , and automated storage and retrieval systems (