Advances in analytical techniques, such as in situ spectroscopy and microscopy, are providing unprecedented insights into catalytic processes. These techniques generate large volumes of data that can be analyzed to understand the mechanisms of catalysis at an atomic level. The integration of these techniques with data analytics tools is enabling the development of more efficient and selective catalysts.