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AI Speak is a practice-based research project exploring how AI-driven dialogue systems can enhance students’ oral language proficiency in foreign languages (English, French or Spanish). Building on previous studies, the method for practising has been found effective, engaging, and supportive for both students and teachers. Through collaboration between researchers and language teachers, the project generates new insights into how conversational AI can support speaking practice, boost learners' confidence, and aid teachers in assessment. The project is especially timely as AI becomes increasingly relevant in education and society.