Core Insights - The "Shanxi Provincial Taxation Bureau Tax and Fee Analysis Model Project" was recognized as a typical case of government large models by the China Academy of Information and Communications Technology, supported by Inspur Technology [1] - This project is the only solution focused on tax governance among the 22 benchmark cases, demonstrating a successful transition from laboratory to practical application in government services [1] - The project utilizes Inspur's "Yanyu" industry large model as its technical foundation, achieving a semantic conversion accuracy rate exceeding 95%, significantly enhancing response efficiency to taxpayer inquiries [1] Data Integration and Efficiency - The project addresses the issue of fragmented tax inquiry information across multiple channels, creating the first provincial-level tax "data lake" in China for real-time aggregation of all inquiry information [2] - The system can transcribe voice calls into structured text and automatically label key emotional tags, reducing manual review and data entry workload [2] - A dynamic heat map monitors inquiry distribution in real-time, and a trend prediction engine can identify potential issues seven days in advance, improving taxpayer satisfaction in Taiyuan [2] Competitive Advantage and Policy Optimization - The project's core competitiveness lies in the deep collaboration between industry knowledge and AI reasoning capabilities, addressing potential issues with general models in specialized fields [3] - A comprehensive knowledge service platform incorporates a vast amount of tax regulations and judicial precedents, enhancing the model's professional capabilities [3] - The project has identified 15 ambiguous policy clauses, leading to optimized regulations and a reduction in inquiry repetition and case transfer rates, while promoting a shift from passive response to proactive governance [3]