Frost Sullivan Smart City Leaderboard has become a standard for cities globally, highlighting the leading innovative initiatives aimed at enhancing citizen well-being. The annual analysis evaluates cities across a range of {keyperformance indicators, including {smart governance, sustainability, public safety, and citizen engagement.{ Cities are