The ability to predict catalytic behavior is crucial for several reasons. Firstly, it aids in the optimization of industrial processes, leading to cost savings and enhanced efficiency. Secondly, it supports the development of new catalysts by providing insights into their potential performance before they are synthesized and tested experimentally. This accelerates the innovation cycle in catalysis.