A large share of patient inquiries to any clinic are genuinely repetitive — operating hours, whether a specific service is offered, insurance and NHIS acceptance, directions to the location — questions that don't need a human, but currently only get answered during office hours because a human is the only option.
An AI chat assistant trained on the clinic's actual information (services, hours, accepted insurance, location) can answer these instantly, any time of day, and hand off to a human for anything genuinely clinical or specific to a patient's situation — the assistant's job is triage and information, not diagnosis.
The design detail that matters most for healthcare specifically: the assistant needs clear, hard boundaries around what it won't attempt — no medical advice, no diagnosis suggestions — with an immediate, honest redirect to book an appointment or call the clinic directly for anything beyond general information.
Done well, this reduces after-hours call volume and frees front-desk staff from repeating the same five answers throughout the day, without pretending an AI assistant is a substitute for an actual consultation.