The formation of intermediate complexes is important because it often determines the efficiency and selectivity of a catalytic reaction. By stabilizing intermediates that are high in energy, the catalyst effectively lowers the overall activation energy of the reaction, making it proceed faster. In essence, the catalyst provides an alternative reaction pathway with a lower energy barrier.