The partnership between Idiap and F&P Robotics is pioneering the integration of advanced conversational AI into Lio, an assistive healthcare robot, through two innovative projects. The LioGPT project leverages large language models for natural voice interactions, aiming to significantly improve patient engagement through nuanced dialogues tailored to individual needs and preferences.