The role of AI is increasing in every sector. One of them is road maintenance. At HTWK Leipzig and FTZ Leipzig, geotechnical specialists and electrical engineers are developing an AI-driven sensor system designed to monitor real traffic loads and support the prediction of road renovation needs.