Machine learning and artificial intelligence (AI) have revolutionized analytics in catalysis. These technologies can analyze vast amounts of data to identify patterns, predict outcomes, and optimize reaction conditions. For instance, machine learning algorithms can predict the performance of new catalysts, reducing the need for extensive experimental trials.