AI can optimize catalytic reactions by predicting the best reaction conditions, such as temperature, pressure, and reactant concentrations. This capability is particularly valuable in industrial settings where optimizing these parameters can lead to significant cost savings and improved efficiency. AI models can also forecast the lifetime and deactivation patterns of catalysts, aiding in better maintenance and replacement strategies.