This paper aims at the application of artificial intelligence technology in the field of electric energy metering. Starting from the research progress of artificial intelligence platform construction project of China Southern Power Grid Electric Energy Data Center, this paper builds an interactive big data artificial intelligence platform. The platform mainly classifies the structure into electric energy data access layer, intelligent algorithm layer and interactive business application layer. Firstly, through the overall overview of the platform architecture, this paper clarifies the hierarchical relationship and the main contents contained in each layer. Secondly, it introduces the function, design concept and internal logic of electric energy data access layer and intelligent algorithm layer. Finally, the paper focuses on the interactive business application layer and briefly describes the implementation of the system. The interactive business application layer describes in detail several main interactive modes used in the system, and explains how to combine with the electric energy artificial intelligence platform business to improve the convenience and interactivity for the electric power workers using the system.