The premise draws directly from the real 1989–1990 Gang des Amazones heists, using the all-female crew and male disguises as a practical plot device rather than ideological statement. Financial hardship and empowerment themes stay aligned with standard heist-comedy conventions instead of activist messaging, and the series introduces no prominent LGBTQ+ elements, systemic-oppression lectures, or creator statements pushing social justice priorities. Casting reflects contemporary French demographics through new roles without established-character gender or race swaps, yet this diversity remains incidental to the story structure and does not generate forced clashes or identity-focused subplots. The overall approach keeps progressive elements minimal and subordinate to entertainment, resulting in a low woke score.