The film follows a strictly heteronormative structure. There is no presence of non-cisnormative identities or same-sex intimacy within the narrative.

The story is driven by a male-dominated ensemble. Female characters are relegated to peripheral, secondary roles that lack autonomy or central agency.

The cast is predominantly South Asian, reflecting the film's Indian production context. It maintains cultural consistency without attempting to subvert ethnic hierarchies.

The heist narrative focuses on individual greed rather than systemic critique. It utilizes commercial crime tropes instead of challenging established social or ideological orders.

The film features an entirely able-bodied cast. There is no representation of physical, sensory, or neurodivergent disabilities.