This talk presents AI technologies that promote mental well-being through the development of emotionally supportive chatbots. It focuses on designing conversational agents that understand users’ emotional needs and encourage positive behavioral change. The session also introduces an automated framework for evaluating emotional support dialogues and showcases machine learning-based approaches to training such systems, emphasizing human-centered AI design.