Yes, AI can help in understanding reaction mechanisms by analyzing complex datasets from experiments and simulations. Machine learning models can be trained to recognize patterns in reaction pathways and predict intermediate species and transition states. This detailed understanding can guide the rational design of catalysts and improve the efficiency of catalytic processes.