Retiring in 2012, Graf began his coaching career in April 2014, where he was hired as a youth coach in
Lanús. In 2016, he joined
Talleres in a similar youth coach position. They left the club in February 2019. In September 2019, Graf was once again appointed assistant coach Coyette, this time at Chilean club
Unión La Calera. They only lasted until the end of 2019. In June 2020, Graf followed
Walter Coyette to
Alvarado, once again as an assistant coach. ==Honors==