The 2012 Robert Morris Colonials football team represented Robert Morris University in the 2012 NCAA Division I FCS football season.

They were led by 19th-year head coach Joe Walton and played their home games at Joe Walton Stadium.

They are a member of the Northeast Conference.

They finished the season 4–7, 3–5 in NEC play to finish in a tie for sixth place.