The Republic of Turkey has an outstanding ability to wage war in both conventional war and hybrid war, where Artificial Intelligence technologies are applied. Accordingly, within the scope of this study, we aimed to put forth the general ongoing efforts to integrate the war capabilities of Artificial Intelligence technologies. Within the context of this conceptual article, we analyzed the attempt to construct the military capability of the Turkish armed forces and the effort to strengthen technological armament through the integration of Artificial Intelligence. We introduced the applications of artificial intelligence, which is the most important technological improvement that Industry 4.0 brought about in the applications carried out in the Turkish military sector. In this conceptual article according to the findings of the theoretical analysis of the factors identified, the Republic of Turkey has obtained successful results on the application of Artificial Intelligence technological improvements in a variety of war areas. The impact of these benefits makes Artificial Intelligence an essential part of modern war technologies in our time.