Our goal is to enhance vocational education by integrating Artificial Intelligence (AI) with Content and Language Integrated Learning (CLIL) methodologies, providing educators with tools and skills to deliver more engaging, effective lessons, particularly aiding migrant students in overcoming language barriers and achieving academic success.