TAILOR is an EU project with the aim build the capacity to provide the scientific foundations for Trustworthy AI in Europe. TAILOR develops a network of research excellence centres, leveraging and combining learning, optimisation, and reasoning (LOR) with the key concepts of Trustworthy AI (TAI). These systems are meant to provide descriptive, predictive, and prescriptive systems integrating data-driven and knowledge-based approaches.