After a distant second-place finish to teammate Alexander Rossi in the 2016 Indianapolis 500, Muñoz left Andretti Autosport after the 2016 IndyCar season ended. Muñoz joined A. J. Foyt Enterprises for the 2017 IndyCar season, lasting one season.