Ugly is a crime thriller drama that revolves around a ten-year-old girl named Kali (Anshika Shrivastava) who goes missing, Rahul (Rahul Bhat), a struggling actor and Kali’s biological father, reports the missing complaint of his daughter. When Police Chief Shoumik Bose (Ronit Roy), Kali’s stepfather, finds out about the case, he accuses Rahul of kidnapping Kali. As the movie progresses, the characters show their real self and ego and repressed emotions take over them and make them do all the wrong things.