Frost Sullivan Smart City Leaderboard has become a benchmark for cities globally, showcasing the most innovative initiatives aimed at enhancing citizen well-being. The periodic report evaluates cities across a range of {keyperformance indicators, including {smart governance, sustainability, public safety, and citizen engagement.{ Municipalities