Last-mile delivery refers to the final step in the delivery process where goods are transported from a distribution center to the end customer, often seen as the most costly and inefficient segment of the supply chain. It is crucial for enhancing customer satisfaction and competitive advantage, especially in e-commerce, where timely and accurate delivery can significantly impact customer loyalty.