  Let $\{V_1, \dots, V_n \}$ be a set of mutually commuting matrices. We show
that if $V_1^* V_1 + \cdots +V_n^* V_n = {\rm Id}$ then the matrices are normal
and, in particular, simultaneously diagonalizable.
