AI-driven control systems utilize artificial intelligence to automatically control and optimize various processes. In the field of catalysis, these systems can be employed to enhance reaction conditions, monitor catalyst performance, and predict outcomes with high accuracy. These systems rely on algorithms and machine learning models to analyze vast amounts of data and make real-time decisions.