Covalent intermediates are transient species formed during a catalytic reaction where a covalent bond is temporarily established between the catalyst and the substrate. These intermediates play a crucial role in the mechanism of various catalytic processes, facilitating the transformation of reactants into products in a more efficient and selective manner.