Background. According to the UN FAO recommendations, it is necessary to produce one ton of grain for each inhabitant of the Earth for the production of bread and feed for livestock and poultry farming in order to obtain meat, milk, eggs, etc. However, the current level is 3 times lower, which confirms the relevance of the research.
 Methods and means. In the article, based on a systematic analysis of existing approaches in agriculture, a systematic synthesis of high-tech technological processes in agriculture, as well as fire protection of farmland and forests, was carried out. Examples of modern solutions in this area are given, including monitoring of farmland and forests using unmanned drones, small aircraft and helicopters. The latest developments in the development of airships for these purposes are described, including methods patented by the authors for detecting and fighting fires using gas separation nanotechnology to replace water with atmospheric nitrogen.
 Results. The conditions for self-organization of technological processes in agriculture are determined, on the basis of which the synthesis of the model of an "agro-fire combine-airship" is carried out, which combines "inside itself" not only the functions of fire extinguishing with separated atmospheric nitrogen, but also all agricultural technologies and precision farming techniques - "without tractors, seeders, combine harvesters, trucks and land reclamation systems. The results of the "energy assessment" of the effectiveness of the introduction of domestic innovations in this area are presented.
 Conclusion. As a result of the research, it was concluded that agro-fire combines-airships can implement not only technologies for extinguishing landscape and forest fires, but also have an unrivaled quality in the organization of agriculture, due to the proposed integration of these innovative solutions.