Gathers, processes, and analyzes vast amounts of information from various sources, such as sensors, cameras, and GPS devices, to gain insights into traffic patterns and congestion.

Enables immediate response to incidents, accidents, or congestion, reducing traffic bottlenecks and enhancing overall road safety.

Dynamically adjust traffic signals, manage lane usage, and optimize traffic flow to reduce congestion and improve travel times.

Often employs predictive modeling to forecast traffic conditions and plan for future infrastructure improvements or traffic management strategies.

Deployment of smart infrastructure which assimilates real-time traffic information and historic trends to support decision-making on traffic management strategies.

​Plays a crucial role by enabling applications that enhance transportation systems' efficiency, sustainability, and safety. AI can be used for traffic flow analysis, traveler information, and vehicle control.