Currently developing artificial intelligence(AI) and autonomous systems(AS) predict another revolutionary changes in military affairs. Innovation of AI technologies based on high level of computing power, big data, and deep learning ushers us to new intelligentized war beyond current informatized war. In the upcoming age of AI, military should understand the new form of war based on AI/AS and define proper concept to exploit such new technologies. By doing so, military can discern weapon systems that should be developed with priority, and reform exiting organizations to employ AI based weapon systems effectively. This article will examine the characteristics of intelligentized war comparing with informatized war, and identify the concept of ‘command of the intelligence’ which would be the decisive factor for winning the future war. Also, this article will suggest that, for intelligence superiority, military should build intelligent joint battlefield network architecture, and have capabilities to perform various types of ‘intelligent warfare’ to defend our architecture and attack enemies’.