For the past five years, the Endelman lab has been working toward the goal of implementing genomic selection for potato breeding, and it is finally ready to use! Details can be found in our new publication in Genetics, but the main practical message is we were able to predict yield, specific gravity, and fry color with accuracies of 0.4–0.5 based on a training population of 400 chip processing clones. Breeding value predictions were used to select parents after 3 years of field testing in early 2018, rather than waiting 4 or 5 years like before. We are now extending this research to other market types and traits.