In the dynamic world of e-commerce and on-demand services, final delivery has emerged as a critical factor. This crucial hurdle in the supply chain directly impacts customer satisfaction. To ensure seamless deliveries, businesses must leverage innovative solutions. Enhancing routes, utilizing real-