LEADER AI aims to address the need for effective Higher Education (HE) digital learning that responds to students’ needs, strengths, and skills, through the proper exploitation of advanced technologies. The main results include a Toolkit with practical guidelines, scenario-based training and an interactive eLearning platform with digital resources on how Higher Education Institutions can use AI-based and data-driven tools and approaches for personalised instruction.