The results of the analysis of the use of scenarios in the management of real-time. Showing the problems arising from the application of scenarios and the direction of their solutions. Estimates are obtained by the method of quality control scenarios and conditions to simplify the solution of the problem of clustering. The results may be useful to developers of control systems with a large number of states of the object management.