Developing new catalysts requires large-scale, repetitive experiments with frequent changes to catalyst composition and reaction conditions. Manual experiments are time-consuming and error prone. A team has automated this process and significantly increased reproducibility by employing robots to manage reagent compositions and run the repeated tests.