Intermediates are transient species that form during the catalytic cycle. These species are often stabilized on the catalyst surface through interactions with surface atoms. The stability and reactivity of intermediates depend on the nature of the catalyst and the reaction conditions. The transformation of intermediates into products involves a series of bond-making and bond-breaking steps, which are facilitated by the catalyst's active sites.