<p dir="ltr">This article explores the transformative potential of AI-driven predictive analytics and big data in revolutionizing traffic management in Guatemala City. </p><p dir="ltr">By developing an intelligent traffic management system that utilizes realtime data and advanced predictive modeling, we aim to optimize traffic flow and significantly reduce congestion, particularly during peak hours.</p>