The future of catalysis in drug design looks promising with the ongoing advancements in computational chemistry and machine learning. These technologies are being used to predict and design new catalysts with improved properties. Additionally, the integration of green chemistry principles is driving the development of more sustainable catalytic processes. The continued exploration of new catalytic materials and mechanisms will further enhance the efficiency and specificity of drug design.