The story centers on a triad of male archetypes: a cop, a conman, and a romantic. There is no visible evidence of non-cisnormative identities or narratives challenging heteronormativity.

The plot is driven by a male-centric trio focused on a scam and professional camaraderie. This structure lacks visible female agency within the core character dynamics.

Set within the Indian cinematic landscape, the film provides a non-Western perspective. The narrative is deeply embedded in local socio-economic realities during the demonetization era.

The film uses the economic upheaval of demonetization as a central backdrop. It explores situational ethics through a scam that disrupts systemic order.

The narrative provides no evidence of characters with physical or neurodivergent disabilities.