In the paper a synthesis of control law for a large scale stochastic system is presented. The large scale system composed of M static coupled linear subsystems and a quadratic performance index are considered. A two-level hierarchical control structure is assumed, in which a coordinator and local controllers have access to different information. A simple example is presented.