Multi-step reaction systems involve a series of sequential or parallel chemical reactions, where intermediates are formed and consumed before the final product is obtained. These systems are prevalent in both homogeneous and heterogeneous catalysis, where catalysts facilitate the transformation of reactants through multiple intermediate stages.