Is this an experimental result, or a hypothetical question? That is, is your question one of yield, as in why isn't the yield higher?
I don't think solubility is required, though helpful. Reaction can occur at interface, but more slowly. What is the mole ratio of KMnO4 to cmpd? How are you...