Last mile delivery refers to the final step in the supply chain, where goods are transported from a distribution center or a local hub to their ultimate destination, typically a customer's doorstep. It is a critical and often the most challenging phase of the delivery process, as it can significantly impact customer satisfaction and operational costs.