Challenge
Digital campaigns can generate large volumes of patient enquiries. Because they arrive through different channels, at different hours and in different formats, response time and process quality became unpredictable.
Solution architecture
Advertising channels, messaging channels and the patient relations process were unified into a single operational flow. AI handles the first contact, understands the patient's initial requirement, collects the necessary information and routes to the appropriate human team.
Human + AI workflow
AI handles first contact, needs analysis and information collection. Medical routing, appointment confirmation and critical communication stay with the human team.
Business impact
Enquiries are handled with the same structure regardless of channel, and the patient relations team works only with structured, qualified requests. Campaign sources became traceable at the enquiry level.
Future development
Deeper specialty-level flows, automatic follow-up of patients who did not book, and managing campaign budgets by enquiry quality.
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