The Living Lab includes a Renault Twizy electric vehicle that serves as an experimental platform for developing and validating advanced energy management solutions adapted to Moroccan driving conditions. The vehicle is instrumented to support research on energy consumption modeling, battery monitoring, predictive energy management, and vehicle connectivity. It also facilitates the evaluation of AI-driven and data-centric approaches for intelligent transportation systems and sustainable electro-mobility in real-world environments.