The narrative draws on classic anti-hero redemption arcs, mafia crime drama, and social commentary about organized crime and media fame-seeking, all rooted in traditional Italian genre conventions rather than contemporary activist framing. Casting features an all-Italian ensemble (Claudio Santamaria as Enzo, Ilenia Pastorelli as Alessia, Luca Marinelli as the flamboyant villain The Gipsy) that matches the Roman setting with no established-character race or gender swaps.

An incidental Brazilian transsexual loanshark appears in one subplot but serves no ideological purpose and has drawn criticism for the film's raw, non-PC handling of such elements. Mental health themes around Alessia drive emotional beats but remain character-focused without systemic oppression narratives or lecture moments. Reception praised the film's authentic Italian flavor and performances without any notable discourse around progressive messaging or backlash for insufficient inclusion.