Artificial Intelligence(AI)is a rapidly growing field,and applying AI to the management of diabetes can benefit both medical professionals and patients.The use of AI to build digital blood glucose management in the whole hospital can predict the occurrence and development of diabetes and intervene in time,which can make more compre-hensive and efficient use of medical resources.Based on the research and analysis of more than thirty research papers,this paper concluded that intelligent technology reform can well control the blood glucose level of non-endocrinology inpatients in general hospitals,and transform the traditional blood glucose management strategy into the establishment of targeted data-driven precision treatment.