Introduction In the ever-evolving landscape of smart infrastructure solutions and IoT product engineering, warehouses are rapidly transforming into intelligent, connected ecosystems. Efficient and accurate order fulfilment remains a cornerstone of success in logistics, and innovative technologies like Bluetooth-based tags are now driving this digital shift. By integrating embedded systems development, Edge AI embedded devices, and Industrial IoT and automation, modern warehou