The film depicts a non-traditional bond between a drug addict and a sex worker. While it avoids explicit queer labels, it moves away from standard heteronormative family structures.

Women like Rani and an unnamed prostitute are portrayed as active participants in a gritty urban landscape. This subverts idealized femininity by focusing on survival in high-risk environments.

The narrative builds a textured social tapestry through regional identities, such as Rani's Gujarati background. It prioritizes a multi-ethnic urban working class over an elite demographic.

The story critiques systemic corruption by focusing on the informal economy and protection taxes. It portrays characters driven by necessity rather than traditional moral virtues.

The character Dominic introduces themes of addiction and neurochemical dependency. This acknowledges the complexities of invisible disabilities and the social marginalization that often accompanies them.