Effective traffic management requires a multi-faceted approach that includes real-time monitoring, efficient resource allocation, and responsive intervention. Traffic Tool 10, a sophisticated traffic management system, is designed to address these challenges by providing a comprehensive platform for monitoring and managing traffic flow. However, the effectiveness of such tools is often contingent upon the availability of adequate resources, including personnel and vehicles. In many urban areas, the existing fleet of traffic management vehicles is insufficient to cover the extensive road networks, leading to delayed responses to traffic incidents and an inability to effectively manage traffic flow.