High-throughput screening (HTS) allows researchers to test thousands of catalyst candidates simultaneously. This dramatically speeds up the identification of effective catalysts. HTS can also be combined with robotic automation to further enhance efficiency, enabling rapid and systematic exploration of large chemical spaces.