Despite the benefits, integrating catalysis with existing tools presents several challenges. These include the compatibility of different systems, the need for specialized expertise to manage and interpret complex datasets, and the initial cost of upgrading equipment. Ensuring that all components communicate effectively and that data is consistently reliable can be difficult but is essential for successful integration.