Road safety is an issue of great importance in present-day society. The group NEO has joined forces with the driving school company TORCAL Innovación y Seguridad S.L. to use advanced AI (deep learning, bio-inspired optimisation and hybrid methods) in order to improve new driver instruction by means of the automated analysis of their driving. The system will enable analysing students’ driving (in an anonymous manner and with their consent) during their practice classes, allowing instructors to study in detail the manoeuvres and levels of difficulty students handle and provide them with training assessment that is more productive than the one currently offered by driving schools. The system will improve teaching and its resulting road safety, innovating on the aggregated agent to be more competitive. This collaboration is being carried out during the years 2020 and 2021 (21 months duration) through the AI4Drive project (UMA-CEIATECH-08), a Unique Transfer Action Project of the Andalusian Government.