In the rapidly evolving landscape of urban air mobility (UAM), the dream of skies bustling with electric vertical takeoff and landing (eVTOL) vehicles, drones, and flying cars is inching closer to reality. Yet, as we navigate toward this futuristic vista, a complex web of interoperability challenges emerges, raising pivotal questions about the seamless integration of these varied air vehicles.