Predictive analytics involves using statistical techniques and machine learning algorithms to analyze current and historical data to make predictions about future events. In the context of catalysis, predictive analytics can be used to foresee how catalysts will behave under different conditions, enabling the design of more efficient and effective catalytic processes.