During the month of May 1994, Rutherford officially retired from racing. At the inception of the Indy Racing League in 1996, Rutherford took a full-time position as an official, serving as pace car driver (until 2016) and driver coach. Rutherford also served as a racing consultant for Team Pennzoil.