This paper proposes an IoT and AI-driven framework for secure and sustainable green mobility, leveraging multimodal data fusion to enhance traffic management, energy efficiency, and emissions reduction. Intelligent systems, the Internet of Things, smart factory, and artificial intelligence are just some of the pillars for the 4th industrial revolution. Using publicly available datasets, including METR-LA for traffic flow and OpenWeatherMap for. Digitalisation & Energy is the International Energy Agency's first comprehensive effort to depict how digitalisation could transform the world's energy systems.