AI is important in catalysis because it addresses several key challenges, such as the complexity of catalytic systems, the need for high-throughput screening, and the optimization of reaction conditions. AI can accelerate the discovery of new catalysts, reduce the cost and time associated with experimental trials, and provide deeper insights into reaction mechanisms.