The objective of the contribution is an analysis of companies active in agriculture of the Czech Republic using Kohonen network and the subsequent prediction of their development. Subsequently, the individual clusters are subjected to analysis of absolute and selected indicators and the results are interpreted. It can be stated that the agriculture companies show very favorable values – optimal assets level, acceptable fi nancing structure and adequate economic result.