Mechanism insight refers to a detailed understanding of how catalytic reactions proceed. This includes identifying the intermediates, transition states, and the energy profile of the reaction pathway. Mechanism studies often employ a combination of experimental techniques such as spectroscopy, kinetic measurements, and computational methods to provide a comprehensive picture.