05 Forward-thinking smart cities are implementing advanced technologies to improve the efficiency, effectiveness, and sustainability of their transportation infrastructure. Many of these investments have already benefited their citizens directly with much improved services, all while supporting economic development and innovation. However, the growth of these technologies has also created an ever-increasing volume of information that smart cities must take into account. Built over time and managed in isolation, the data generated by assets, equipment and monitoring systems are at risk of overwhelming planners, operators, and city officials. To operate effectively, smart cities now require a more unified, real-time view of all data and available resources across both geographical

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