A Real Encounter is a story set in the state of Gujarat in 2002 where terrorist threats targeted key officials, leading to counter-operations by officers like ADG Rathore (Ehsan Khan). During an encounter, an innocent college girl from Mumbai, Muskan (Bratuti Ganguly), was killed. Trapped by one of her associations named Waseem, Muskan is forced into terrorist activities, despite her attempts to escape. What follows next forms the remaining plot of this action thriller.