Letterman, Bobby Rahal, and Mike Lanigan co-own Rahal Letterman Lanigan Racing, an auto racing team competing in the WeatherTech SportsCar Championship and NTT IndyCar series. The team has twice won the Indianapolis 500: in 2004 with driver Buddy Rice, and in 2020 with Takuma Sato.