The film lacks visible LGBTQ+ characters or narratives. The social landscape focuses on traditional masculine hierarchies within the 1970s underworld, offering no subversion of heteronormative structures.

The narrative is heavily anchored in male-centric power dynamics. Female characters occupy secondary roles that support the male protagonist, reinforcing traditional masculine leadership and physical dominance.

The cast is culturally homogenous, reflecting the demographic reality of 1970s Mumbai. While it lacks intentional ethnic blending, the representation feels authentic to its specific historical setting.

The film critiques institutional integrity by portraying the state and capitalism as corrupt. It frames the protagonist's criminality as a survivalist response to a broken, oppressive system.

There is no significant evidence of characters with disabilities being afforded agency. The focus remains strictly on the physical prowess required by the action genre.