Nick Barrow plans and sells heists to the highest bidder but is forced to take his daughter Cate, who he hasn't had a relationship with her whole life, on the lam when a job goes bad. Cate has had to fend for herself because her mother Lucy is an alcoholic. Cate gives her father a hard time because his criminal activity has now disrupted her life. Nick is trying to connect the dots and hunt down who double-crossed him. With the aid of an elderly man Harper, he gets the inside scoop and comes to the conclusion that it was an undercover officer Captain Keenan who is out to kill Nick.
In the meantime, Nick and Cate bond and she asks how he does his heists: "learn how to get out before you get in, evaluate the security of a location, whether they have CCTV or the owner is the one that responds, and always make sure to have a workable exit plan." Cate was initially irritated that her father knows so much about her and has taken pictures of her throughout her life and has kept it in a box but she also enjoys the birthday gift he gets for her, taking her to the carnival and teaching her how to shoot. Keenan now needs to clean up his corrupt team who is ratting him out to Internal Affairs and kills Detective Matty and a hooker and fingers Nick as the guy who did the killing.
Hunted by mob bosses, contract killers and dirty cops, he takes out a life insurance policy on himself to leave something for her. Nick educates Cate on how to separate and survive. In the meantime, Nick gets arrested by the local sheriff responding to an APB and the Spanish mob springs him out of jail to kill him but Cate comes to the rescue. Cate and Nick argue and Cate abandons Nick on the side of the road. Keenan abducts Cate and uses her as bait to try to get Nick and in the shoot-out, Nick and Cate escape. Even though Nick was unwilling to listen to Cate's plan, Cate executed a plan that got rid of Keenan, evidence pointed to him for multiple murders and exonerated Nick, and Nick and Cate choose to live together and bond as father and daughter.
Production came to an abrupt halt when Universal decided to cancel the film in October 2013, just a month after casting Hailee Steinfeld.[9] The film was then revived a month later by QED International and PalmStar Entertainment, who co-financed and produced the film with Universal on board to handle U.S. distribution.[10][11] Filming began on March 1, 2014,[6] with a casting call issued in Grantville, Georgia,[12] and concluded on April 22, 2014.