Innovative AI Solutions | AI Development, Web & Mobile Apps – Delhi, India
Healthcare • Delhi

How a Delhi Multi-Clinic Network
Reduced Support Tickets by 70% with AI Chatbot

A custom RAG chatbot trained on clinic data — handling appointment booking, report queries, billing FAQs, and insurance questions — automatically, 24/7.

70%Fewer Tickets
₹8LAnnual Savings
4.8★Patient Satisfaction
60%Fewer No-Shows

The Problem

A network of 5 clinics across Delhi was receiving 400+ patient queries per day — about appointments, test results, doctor availability, billing, and insurance claims. Their front desk staff of 8 was overwhelmed. Patients were waiting 20-30 minutes on hold. Staff morale was low, errors were happening, and the clinic was losing patients to competitors with better communication.

The Challenge in Numbers

Before our engagement, we analysed 3 months of their support ticket data. The breakdown was striking:

  • 38% of queries — Appointment booking & rescheduling
  • 24% — Test report status and delivery timelines
  • 18% — Doctor availability and consultation fees
  • 12% — Billing, insurance, and payment queries
  • 8% — Miscellaneous (directions, parking, visiting hours)

All of these were answerable without a human — they just needed the right information, delivered instantly.

Our Solution

We built a RAG (Retrieval-Augmented Generation) chatbot trained on the clinic's entire knowledge base: doctor profiles, fee structures, test catalogues, appointment schedules, insurance panel lists, and FAQs. Deployed on their website and WhatsApp Business. The chatbot answers in both Hindi and English, and escalates complex cases to human staff with full context.

Key Features Built

  • Real-time appointment booking integrated with their scheduling software
  • Automated test report status updates via SMS/WhatsApp
  • Insurance empanelment checker (500+ insurance companies in database)
  • Smart human handoff — chatbot summarises conversation before escalating
  • Appointment reminder automation (48 hrs, 24 hrs, 2 hrs before)
  • Post-visit feedback collection

Technology Used

RAG Architecture GPT-4o LangChain FAISS Vector Store WhatsApp Business API Python FastAPI Hindi/English NLP

The Results (After 6 Months)

The chatbot handled 70% of all patient queries without human intervention. Front desk staff went from 8 to 5, with the remaining staff now focused on complex patient needs. Patient satisfaction scores — previously 3.6★ — jumped to 4.8★ as wait times dropped to near zero for common queries.

70%Tickets Handled by AI
₹8LAnnual Staff Cost Savings
60%Reduction in No-Shows
4.8★Patient Satisfaction (from 3.6)

"Our front desk staff was burning out. Since the AI chatbot, they're back to focusing on patients in front of them rather than being on hold all day. Our Google reviews have gone from 3.6 to 4.8 stars in 6 months."

— Medical Director, Delhi Multi-Clinic Network

Want an AI Chatbot for Your Healthcare Business?

Whether you run a clinic, hospital, diagnostic lab, or pharmacy, an AI chatbot can handle a significant portion of your patient queries automatically. Let's discuss your specific requirements.

Overwhelmed by Patient Queries?

Get a free consultation and see how an AI chatbot can reduce your support load by 60-80%.

Get Free Consultation → +91 7464 099 059
Project Details
IndustryHealthcare
LocationDelhi
Timeline6 Weeks
SolutionRAG Chatbot

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