The ability to alter proteins to refine control over binding affinity and specificity can create tailored therapeutics with reduced side effects, highly sensitive diagnostic tools, efficient biocatalysis, targeted drug delivery systems and sustainable bioremediation solutions. However, various approaches to such protein redesign have time-consuming drawbacks. Researchers now offer a simplified method they call ProteinReDiff that uses artificial intelligence to speed the redesign of ligand-binding proteins.