The RoboTUNN research project is revolutionizing subway tunnel inspections by using robotics and artificial intelligence. Its goal is to autonomously detect damages and create digital twins that enable predictive maintenance. StatSoft plays a key role in data integration and the development of AI models for predictive maintenance. The project is funded by the mFUND initiative.