Nowadays, we are witnessing several paradigm shifts in mobility systems and services. Cities are decarbonizing the transportation sector and are moving from car-centric mobility to multimodal mobility; from restricted mobility in two-dimensional streets to 3D mobility; from rigid schedule mobility to mobility on demand and on an as-needed basis and from fragmented unconnected mobility to seamless integrated mobility. Mobility companies move from manufacturing and trade economy to service economy or servitization such as Mobility-as-a-Service (MaaS) and from the unsustainable “number of vehicles sold”’-based revenue model to vehicle miles traveled (VMT)-based, infonomics-based data and customer experience monetization and passenger economy-based revenue…

Alaa Khamis

Senior AI Expert at General Motors Canada | Former Professor of AI and Robotics

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