Rob the Mob chronicles the lives of a real-life Bonnie and Clyde who made the bold move to rob and humiliate some of New York Citys most powerful mobsters. Fresh from prison for a small-time crime, reunited lovers Thomas (Pitt) and Rosie (Arianda) find themselves in need of cash. After hearing testimony from John Gotti's high profile trial that mob social clubs are gun-free, Thomas and Rosie brazenly rob these underground spots operated by major crime families in the City. Unwittingly, they come across something much more valuable than money: a list of every mobster in the families. Now the feds, family members, and rival mobsters are on the hunt for the most notorious lovers since Romeo & Juliet.