In this difficult time in which our country found itself, information technology has become the force that is successfully used against the aggressive actions of the enemy. The armed forces, in addition to the necessary physical assistance, are quite significantly helped in the information sphere, in particular, from the side of the scientific community. Different directions and branches of computer science are combined to get an effective way to achieve the desired victory and the long-awaited peace and prosperity. In this article, the authors offer their vision in the implementation of technology for evaluating information coming from various media sources. For this, one of the most widely used areas of information technology – artificial intelligence – was involved in the research. As you know, AI includes a sufficiently wide and complete set of models and methods for working out various practical problems. In particular, the authors focused on "soft" calculations, that is, the use of neural networks, fuzzy sets, and genetic algorithms in combination with methods from another area of AI – intelligent data analysis. All the above-mentioned ideas are suggested to be considered in the rationale before creating a scientific project. In this article, foreign and domestic sources will be analyzed in detail in order to identify common and distinctive features with the author's ideas. Particular attention will be paid to those components that are not disclosed in other works and are proposed for development in this project. The object, the subject of research, the goal will also be indicated, the scientific and practical novelty of the implementation of the ideas disclosed in this work will be revealed. In addition, the advantages of using the proposed methods for solving not only the task of processing and evaluating information from various media sources will be described, but also the benefit of their application in other critical military tasks will be shown. Thus, the authors set themselves the goal of helping our defenders implement an approach based on the application of artificial intelligence. This article covers only proposals with their detailed scientific justification. So, summarizing all of the above, the work reveals a theoretical-applied approach at the level of revealing the basic ideas for creating a project. In the following works by the authors, after the presentation of the research base, more attention will be paid to already mathematical methods of description and coverage of the conducted experimental studies.