Delivering items to customers' doorsteps is a crucial aspect of e-commerce success. The last mile delivery experience can greatly impact customer satisfaction and brand loyalty. In order to optimize this process, businesses should focus on utilizing strategies that boost delivery speed, consistency, and customer engagement. Leveraging real-time tra