The transportation sector is one of the foci of societal and environmental debate on energy consumption due to a broad range of central themes. The rise of global supply chains and an increased stakeholder consciousness has led to an increased interest in sustainability, influenced by a growing concern about climate change, its CO2 emissions, and the growing concern to become “lean and green.” AI is a crucial technology to de-carbonize transportation by providing data, gaining knowledge from data, planning, and automation. Moreover, AI is fundamental to shared mobility, AVs, EVs, and innovative public transit, which, with the right incentives, can enable significant reductions in GHG emissions.