Last-mile delivery is the final and often most critical step in the logistics chain, involving the transportation of goods from a distribution hub to the end customer. While it represents only a small portion of the overall journey, it can account for a significant portion of shipping costs and directly impact customer satisfaction. In the fast-evolving world of global logistics, tackling the complexities of last-mile delivery has become a priority for businesses aiming to enhance operational efficiency and meet rising consumer expectations.