The present invention provides economically feasible process for commercial production of fumarate salt of N-(2-Hydroxy-5-{1- hydroxy-2-[2-(4-methoxy-phenyl)-1-methyl-ethylamino]-ethyl}-phenyl)-formamide i.e. Formoterol fumarate dehydrate of formula II. Formula II