The complexity in catalysis arises from the multitude of factors that influence the catalytic process. These factors include the nature of the catalyst, the reactants, the reaction conditions, and the environment. Additionally, the catalytic mechanisms often involve multiple steps, each with its own kinetics and dynamics, making it challenging to understand and optimize the overall process.