using ai respond to this That last-mile delivery is probably one of the most important and you have pointed out that well within their system, which is both cost-intensive and time-consuming. This recognition at their level is crucial as it directly impacts the efficiency and effectiveness of the overall supply chain. I agree that overcoming this bottleneck by investing in innovative delivery methods such as autonomous vehicles or drones is forward-thinking and aligns well with current trends in logistics optimization, but I do think it takes a lot of front-end investment and these forms of technologies could indeed reduce delivery costs and enhance speed, addressing the core issues of last-mile delivery. The last important part is that partnership piece, we see more and more companies going this route globally. Creating partnerships for centralized pickup locations like local businesses or lockers is a strategic approach that could further streamline distribution and reduce the complexity of last-mile logistics