From 2010 to 2011, Graves worked for Steven Spielberg to direct and executive produce the pilot of the Fox adventure series Terra Nova. The series premiered September 26, 2011. In 2010, he directed and executive produced the ABC pilot The Whole Truth for Jerry Bruckheimer. This pilot also went on to become a series. In 2011, Graves directed a pilot for ABC entitled Poe, a re-imagining of the life of author Edgar Allan Poe, starring Natalie Dormer and Christopher Egan, which did not go to series. Graves then directed and executive produced the ABC pilot 666 Park Avenue.