Shifa Medical Group's call center handles 2,000+ calls daily across 12 clinics. 65% of calls are routine — appointment booking, insurance queries, and direction requests. Wait times during peak hours exceed 8 minutes, and the entirely phone-based system has no Arabic digital alternative for the majority of patients who prefer messaging.
This concept deploys a bilingual chatbot that handles the 65% routine inquiry volume with medical-grade intent detection. The bot doesn't diagnose — it triages intent, routes to the right department, checks insurance eligibility, and books appointments. Every conversation that exceeds confidence threshold triggers a warm handoff to a human agent with full context preserved.
What this concept engagement would include.
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