Chase is an action drama. The movie revolves around an ex-BSF commando, Sohail Ansari (Anuj Saxena), who is on a run as he possesses a piece of vital information about the assassination of the State Industries Minister Vishwajeet Rana. Inspector Siddharth (Sameer Kochhar) and other policemen are chasing Sohail and monitoring his actions. However, there are few more characters other than police who are interested in the manhunt and are somehow connected to the murder of the Minister.