Early planning in catalysis is not without challenges. Predicting catalyst behavior under real-world conditions can be difficult, and unexpected side reactions may occur. Additionally, the development of new catalysts often requires a multidisciplinary approach, involving expertise in material science, chemistry, and engineering.