Recently, Weimob unveiled the evolution of its AI offering, WAI, into “Weimob Xingyuan,” an AI-native intelligent operating system that is currently undergoing internal testing. This innovative product marks a shift from conventional graphical user interfaces to natural language interaction (LUI), allowing merchants to effortlessly accomplish tasks—such as data queries, operational analysis, store configuration, and content generation—through simple dialogues. Weimob has dissected the industry expertise gained from serving thousands of retail brands into standardized, independently invokable Skill modules. These modules are managed by Agents, which handle task decomposition and resource allocation. Moreover, the system seamlessly integrates various communication platforms, including WeChat, WeCom, Feishu, and DingTalk, enabling merchants to establish a comprehensive closed loop for intelligent content creation, management, operations, and diagnostics.