The Intelligent Systems Laboratory (LSI) is part of the consortium of the project “SEGVAUTO 5Gen. Innovating for the mobility of the future” in the framework of the Call for aid for R&D projects carried out in collaboration between research groups in the Madrid region. LSI leads the objective related to the design of advanced traffic and mobility management systems for micro and macro decision-making based on hybrid intelligence and collective data.