Let T be a bounded quaternionic normal operator on a right quaternionic Hilbert space H. We show that T can be factorized in a strongly irreducible sense, that is, for any δ > 0 there exist a compact operator K with K < δ, a partial isometry W and a strongly irreducible operator S on H such thatWe illustrate our result with an example. We also prove a quaternionic version of the Riesz decomposition theorem and as a consequence, show that if the spherical spectrum of a bounded quaternionic operator (need not be normal) is disconnected by a pair of disjoint axially symmetric closed subsets, then it is strongly reducible.