Catalysis involves complex chemical reactions where intermediates and transition states play a crucial role. The accuracy of predicting these states directly affects the understanding of catalytic mechanisms and the design of new catalysts. Post Hartree-Fock methods provide an enhanced level of accuracy that is essential for reliable predictions in catalytic studies.