In this paper, we propose the concept for creating a multi-expert system (MES) as a distributed decision support system. We identify the fundamental differences between MES and multi-agent systems, and present options for MES structure and formalized models for their description. Furthermore, we consider examples of MES use in management problems of multidimensional non-stationary processes characteristic of unstable immersion environments.