This innovative tool uses machine learning and big data to predict with high accuracy the long-term deterioration of road pavement. We developed this project in collaboration with Tyris AI, the winning startup of the 2018 Sacyr Innovation Awards. The system is based on a machine learning module. Through a massive intake of data and sources on asphalt imperfections, this module modifies equations and calculations of pavement deterioration on roads.