The automotive industry in Penang, Malaysia has taken significant strides in recent years, primarily due to innovations and advancements in technology. Among the myriad of technological interventions, Artificial Intelligence (AI) and Warehouse Management Systems (WMS) have proven to be game-changers. As manufacturers and businesses within the automotive sector seek more efficient and streamlined operations,