Al Pacino was originally going to play Brasco. When he switched to Lefty, he recommended Johnny Depp.

To prepare for his role, Johnny Depp met with the actual Joseph D. Pistone several times, and took shooting lessons from the FBI.

Joseph D. Pistone claimed that the movie is 85 percent accurate. "It portrayed the mob the way it is."