Stolen is a suspenseful action thriller set in India's hinterlands against a bleak, rocky backdrop. The narrative begins with Gautam at a railway station who early in the morning goes to pick up his brother Raman for an extravagant wedding. However, when they encounter Jhumpa, a desperate mother looking for her abducted child, their preparations fall apart. Gautam refuses to assist, while Raman is adamant about helping. They are then drawn into a lethal pursuit where their lives are at stake due to a case of mistaken identity.