This structure contains no subplots involving identity politics, systemic critiques, or social justice framing, keeping the narrative grounded in operational details and patriotic service. The creator's background as an ex-IAF officer, combined with reviews that highlight technical accuracy and patriotic focus, reinforces the absence of contemporary ideological overlays and prioritizes historical military realism over any modern messaging. Supporting female characters remain limited to wives and girlfriends in ancillary domestic roles that establish pilots' personal stakes without expanded agency or thematic agenda.

Dia Mirza portrays Kamalpreet Dhanoa as a supportive wife, while Prajakta Koli appears as Madhavi Reddy, a pilot's girlfriend; both function strictly to humanize the airmen rather than challenge traditional norms or introduce identity-based elements. This casting choice aligns with the overall emphasis on squadron operations and avoids any forced diversity or messaging that would elevate the woke score.