(VLR) In an era where e-commerce is booming, "last mile" logistics the final stage of delivery where goods are transported from distribution centers to consumers has become more than just a part of the supply chain; it is a critical factor determining the success or failure of businesses. This stage directly impacts customer satisfaction, as delivery speed, accuracy, and the overall receiving experience rely heavily on its efficiency.