One of the main challenges is the complexity of catalytic systems. Many reactions involve multiple steps and intermediates, making it difficult to isolate and study each one. Additionally, the conditions under which catalysts operate can be harsh, complicating the use of certain analytical techniques. Computational methods, while powerful, also have limitations in terms of accuracy and computational cost.