The paper introduces the research status of Artificial Intelligence (AI) and big data at home and abroad, expounds the theoretical research status of AI and big data in respiratory infectious diseases, and proposes that the established quality monitoring platform for infectious diseases can monitor and warn key signs, symptoms and events, and has achieved certain results. Further research and improvement of this platform will be carried out in the future.