The future of catalysis lies in the development of nanotechnology-based catalysts, which offer higher surface areas and unique properties. The integration of artificial intelligence and machine learning in catalyst design and process optimization is another promising area. Sustainable catalysts, such as those based on abundant and non-toxic materials, are also gaining significant attention.