The main components and capabilities of the Smart Mining software system for automating geological and surveying works are considered. The relevance of developing such a system is justified. The advantages of the developed spatial model of coal deposit data representation within this complex over other existing models are described. The effective software methods and algorithms of automated construction of the spatial model are described. The relevance is substantiated and the basic principles and possibility of introducing intelligent neural network methods in the Smart Mining system are considered.