Core Viewpoint - The integration of AI technology in road inspection and maintenance is significantly improving efficiency and accuracy in municipal operations, allowing workers to focus on quality repairs rather than logistical challenges [8][10][12]. Group 1: AI Integration in Road Inspection - Over 900 road inspection vehicles in Hangzhou are equipped with smart sensing devices and AI algorithms for automatic identification and collection of road surface damage [8]. - The "Cloud Road Inspection" system allows for continuous monitoring and immediate reporting of road issues, reducing the need for manual inspections [10][11]. - The AI system has evolved through multiple iterations, now capable of identifying over 20 types of road issues, enhancing the accuracy of inspections [13]. Group 2: Impact on Workforce - The AI tools have reduced the number of personnel required for inspections, allowing experienced workers to concentrate on the quality of repairs rather than the logistics of inspection [12][15]. - Older workers initially found the new technology challenging, but training has shown that the system simplifies their tasks, improving overall efficiency [10][12]. - The shift towards AI has led to a reallocation of human resources, enabling workers to focus on specialized tasks and improve the quality of road maintenance [12][15]. Group 3: Future Developments - The company is exploring further advancements in road inspection technology, including the development of robotic systems and unmanned inspection vehicles [15]. - Continuous upgrades to the "Cloud Road Inspection" system are aimed at enhancing its capabilities and expanding its application across all municipal roadwork [13][14].