Drones play a pivotal role in modern logistics by enhancing efficiency in several areas, including last-mile delivery, inventory management, and security inspections. They can optimize delivery routes, allowing for faster and more reliable service, particularly in remote areas difficult for traditional transportation methods to reach. Drones equipped with sensors can also monitor environmental conditions, ensuring compliance with safety standards during storage and shipment handling [2][5].

Research indicates a rising trend in deploying drones for optimizing last-mile delivery and humanitarian logistics [4]. The potential of drones to reduce logistical costs and improve productivity aligns with the increasing demand for efficient supply chain solutions in today’s fast-paced market [5].

Future of Freight: Use of Drones in Logistics | DHL Freight

Drone Applications in Logistics and Supply Chain Management: A Systematic Review Using Latent Dirichlet Allocation - Arabian Journal for Science and Engineering

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