This paper considers system theoretic conditions for the solvability of the so-called constrained Lyapunov problem for non-square systems. These problems commonly appear in the control systems literature. Both a static output feedback problem and an observer problem are considered. The basis for the work described here is a new canonical form which simplifies the analysis and deals with the equality constraint in a simple way