Depends on the polarity of your compound. Say you are aminating a heterocycle using tosylhydroxylamine. The resultant amino compound has a high aqueous solubility, and anything taking it out of water also ends up taking excessive tosylate salts. It took columns with really weird solvent mixtures to purify it.
But if your compound is mostly C and H, yeah that should work.