With the rapid development of artificial intelligence technology, command information system intellectualization has become a research hot spot in related fields. In order to promote the further development of command information system intellectualization, based on the “deep green” plan of the US army, this paper firstly analyzes the difficulties faced by the command information system intellectualization, and then puts forward the corresponding solutions, namely the modern artificial intelligence technology represented by deep learning. Command information system intellectualization is currently in the stage of theoretical research, this paper can provide some ideas to solve the problems in the research of command information system intellectualization.