Artificial intelligence (AI) is among the forefront science in recent years. The rapid development of intelligent medicine based on AI, a new concept in the medical field, has resulted in a large impact on traditional medicine. AI poses a great opportunity and also many challenges for clinical physicians. Recently, researches in the development and application of AI are increasingly published in the field of endocrinology, such as the diagnosis and prediction of diabetes and its complications, the optimizing treatment and blood glucose management, the development of artificial pancreas, the diagnosis and treatment of obesity, the prognosis of bariatric surgery, osteoporosis and fracture prediction, bone age analysis, non-invasive assessment of liver steatosis and fibrosis, diagnosis of acromegaly, pathological diagnosis of thyroid and pituitary tumors. Nevertheless, the clinical applications of AI for medicine are still at an initial stage. With the rapid development of AI, we are expecting that it will play a pivotal role in the field of endocrinology and metabolism in the future. This is a new era for medical community to embrace new technology. Only with the properly dealing with the innovation of AI, a win-win result could be achieved.