Patient engagement within healthcare information technology is undergoing a structural transformation. First-generation digital front doors, characterised by rigid, rule-based chatbots and linear Interactive Voice Response (IVR) systems, are rapidly giving way to intelligent, agentic communication platforms. Driven by advancements in Natural Language Processing (NLP), Large Language Model (LLM) constellations and deep integration with Electronic Health Record (EHR) environmen