Frost & Smart City Index has become a standard for cities globally, highlighting the top innovative initiatives aimed at improving citizen well-being. The periodic analysis evaluates cities across a range of {keyfactors, including {smart governance, sustainability, public safety, and citizen engagement.{ Municipalities compete evaluated for u