With the rapid development of the power industry, the supervision of power production safety is becoming more and more important. How to strengthen the safety management of the power industry and effectively prevent and curb the occurrence of various safety accidents has become a problem that the safety management department of the power industry needs to think about. However, the traditional power supervision method has the defects of inefficiency, high cost and passivity, and the development of artificial intelligence technology provides new ideas and new methods for realizing “smart supervision”. This paper will study the application of artificial intelligence technology in the field of safety production supervision in the power industry.