Abstract: This paper presents the latest collaborative achievements of Tsinghua University and QDDF Intelligent Technology Co., Ltd., highlighting the innovative application of the "TuZhi 2.0: Construction Drawing Fire Protection AI Review System" within a real-world drawing review project management system. The AI review functionality is integrated into the operational process of fire drawing reviews, and a comprehensive AI drawing review robot solution is proposed for complete sets of construction drawings. The AI robot has been applied in actual fire protection review projects. Preliminary results show that the AI review robot can automatically receive review tasks, conduct fully automated reviews, and submit standardized results. The robot has been applied to fire review projects for civil buildings such as kindergartens, schools, and residential buildings, significantly improving objectivity and efficiency. Furthermore, the proposed AI-integrated fire protection review solution provides a valuable reference for the application of AI technology in the fire protection review industry.