Recently, KUSA Technology's self-developed unmanned sweeping robots have been deployed in Hangzhou's Binjiang and Gongshu districts, and the company has once again obtained dedicated licenses for autonomous driving equipment in Hangzhou. This marks another milestone achievement for KUSA Technology in Hangzhou, following the large-scale deployment of its robots in Yuhang, Xihu, and Qiantang districts. These advancements not only further validate the safety and stable operational capabilities of unmanned sweeping robots in open-road environments but also provide new support for the construction of urban intelligent sanitation systems.

As one of the pilot cities for the national "Vehicle-Road-Cloud Integration" application of intelligent connected vehicles, Hangzhou continues to deepen its digital reforms. Aligned with the goal of "empowering urban governance modernization with digital intelligence," the city is accelerating the application of autonomous driving technologies in the public service sector. Hangzhou is a city that has clearly defined the on-road process for autonomous vehicles through local legislation and is also the first city in China to enact laws for low-speed unmanned vehicles. This provides a solid institutional foundation and innovative space for the testing, demonstration, and commercial application of autonomous driving equipment.

In this policy environment, KUSA Technology is steadily advancing the large-scale application of its unmanned sweeping robots. The company's self-developed unmanned sweeping robots leverage a multimodal perception system centered on visual AI, combined with deep reinforcement learning algorithms and end-to-end models, effectively enhancing the robots' autonomous decision-making and task completion capabilities in open-road environments. Relying on an intelligent cloud control platform, the robots achieve systematic task scheduling, operational monitoring, and closed-loop data management, ensuring consistency in sweeping operations.

As the robots are deployed and operated across multiple districts, the multi-dimensional environmental data they collect is uploaded to the cloud in real time, forming dynamic datasets from real-world scenarios. This continuously drives the optimization of algorithmic models, creating a virtuous cycle of "real scenarios, data feedback, and technological evolution," steadily improving the robots' operational performance and decision-making precision in complex environments.

Currently, Hangzhou's intelligent urban governance system is being rapidly developed. The multi-point deployment of unmanned sweeping robots not only enhances the efficiency and safety of urban cleaning operations but also provides practical support for the deep integration of intelligent infrastructure and urban public services. In the future, KUSA Technology will continue to steadily advance the deployment and operation of unmanned sweeping robots in more cities, allowing intelligent technology to unleash its governance value in broader urban spaces and contributing to sustainable urban development.