 During casting, Beatty wanted Annette Bening to play the role of Virginia Hill.Before "Bugsy", Bening was a candidate to play Tess Trueheart in Beatty's "Dick Tracy".After seeing her audition, Beatty phoned Levinson and told him, "She's terrific.