As an ecological middle ground created by Cloudwalk for users in various industries, Qingzhou Platform is a comprehensive solution based on the scenarized, industrialized and personalized needs advocated by Cloudwalk, forming a closed loop of AI values at three levels, i.e. human-machine interaction based on perception, man-machine fusion based on cognition and man-machine co-creation based on auxiliary decision-making. Compatible with data, applications and devices from different industrial perspectives and based on different scenario demands, Qingzhou platform drives the realization of scenarios and usage patterns that truly bring business value, while iterating with the variation of business models. Qingzhou Platform, integrating the data middle ground, the business middle ground and the AI capability middle ground, is the basis for different types of industrial development and ecological construction.