Artificial intelligence (AI) is a new industry ecosystem formed under the rapid development of science and technology, with extremely high intelligence. Against the backdrop of the country's strong promotion and in-depth development of AI technology, strengthening the application of computer communication technology and traditional Chinese medicine is an important guarantee for empowering hospital development with advanced technology and promoting the development of the times. This article first analyzes the current situation of computer communication technology and the application of traditional Chinese medicine in the field of AI. Then, it explores application strategies by strengthening technology integration and innovation, expanding rich application scenarios, and building a security guarantee system. Combining with the characteristics of the traditional Chinese medicine industry, it explores its specific practice in the smart traditional Chinese medicine scene, hoping to provide effective ideas for the development of technology integration and innovation in the AI field.