The Adapt-AI project aims to integrate generative AI into education by developing structured learning and assessment models. Objectives include defining an AI framework, creating a prompting model for AI-supported learning and AI-Agents, compiling best practices, piloting AI-supported teaching strategies, and launching a self-learning course for teachers. This ensures AI is used ethically, effectively, and inclusively to enhance adaptive and personalized education.