Demoted for insubordination, Umesh, an eccentric genius and the youngest inspector in the history of UP Police, undertakes the doomed posting at a fictional sleepy town 'Jhaagi', infamous for unsolved crimes and mysterious sightings. Together with Pyaare, an opinionated young kid with heightened olfactory senses, Madhuri, a sincere yet undervalued female constable, the loud, superstitious cop Balram, and the mysterious Barkha - the woman with many disguises, Umesh encounters villainous schemers and sociopathic people, as his sleuth skills and instincts are pushed to their limit.