Dedicated to Professor John Conway on the occasion of his retirement.Abstract. Given commuting families of Hermitian matrices {A1, . . . , A k } and {B1, . . . , B k }, conditions for the existence of a completely positive map Φ, such that Φ(Aj) = Bj for j = 1, . . . , k, are studied. Additional properties such as unital or / and trace preserving on the map Φ are also considered. Connections of the study to dilation theory, matrix inequalities, unitary orbits, and quantum information science are mentioned.