Across the dynamic automotive industry, automotive badges play a crucial role in defining identity. Within diverse branding approaches, winged automotive logos stand out as some of the most elegant and symbolic designs. Wing-inspired design elements has long been associated with movement, elegance, and performance. In the automotive context,