After three years of hunting, FBI special agent Peter Burke captures a renowned forger and thief Neal Caffrey, and sends him to prison for four years. After an unsuccessful attempt to escape, they make a deal: Neal helps Burke apprehend white collar criminals, and gets freedom as a reward.