In the dynamic world of e-commerce and on-demand services, final delivery has emerged as a critical component. This final stage in the supply chain significantly influences customer satisfaction. To ensure efficient deliveries, businesses continuously refine innovative solutions. Streamlining routes, implementing real-time tracking, and providing