Applying the philosophy of the “manoeuvrist approach” to the conduct of operations, which is the recommended approach in NATO doctrine and focuses on disrupting the enemy's will to fight and its coherence, can also be seen as a still relevant way of responding to the hybrid adversary. Changes in the operating environment and the hybridization of conflicts lead to situations in which the primary objective of allied forces can be seen as maintaining “freedom of action” and “freedom of movement”, while limiting the freedom of action and movement of enemy forces. And it is the support of planning activities within the OODA loop, which require the collection and processing of large amounts of data and the creation of models that can later be used in the planning of mobility support in military operations, that can be an interesting application of AI. The article presents theoretical approaches to integrating AI into OODA loop activities, focusing on terrain and enemy analysis. In addition, the article defines simplified conceptual models of how AI can be integrated and which activities it should provide during military mobility support planning.