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

How a Delhi NCR Clinic
Reduced No-Shows by 50% with AI Appointment Booking

Automated AI appointment booking with multi-channel smart reminders (WhatsApp, SMS, voice call) that virtually eliminated the no-show problem and recovered ₹2L/month in lost revenue.

50%Fewer No-Shows
₹2L/moRevenue Recovered
100%Reminder Coverage
3 minBooking Time

The Problem

A busy dental clinic in Delhi NCR with 40+ appointments per day had a 35% no-show rate. At an average revenue of ₹1,500 per appointment, that was ₹2.1L in lost revenue every month. Their receptionist was making reminder calls manually — but was only reaching 30% of patients before appointments. The manual process was inconsistent and time-consuming.

Why No-Shows Were So High

After analysing their appointment data and patient communication patterns, we identified 3 root causes:

  • Forgotten appointments — 60% of no-shows said they simply forgot
  • Late cancellations — 25% cancelled same-day because no one followed up to confirm
  • Wrong timing reminders — The single reminder call was often at a bad time (mid-morning, when patients are at work)

Our Solution

We built an AI appointment booking and reminder system that integrates with their scheduling software. When a patient books an appointment, the AI automatically sends confirmation, then a reminder at 48 hours, 24 hours, and 2 hours before. The AI also monitors for no-confirm patterns and proactively calls to re-confirm. If a patient can't make it, the system instantly offers the next available slot and fills the gap from a waitlist.

The Multi-Channel Reminder Sequence

  • Booking confirmed: WhatsApp message with appointment details + directions
  • 48 hours before: SMS reminder with option to confirm or reschedule
  • 24 hours before: WhatsApp reminder with clinic directions and parking info
  • 2 hours before: Automated voice call confirmation
  • If no confirmation by 6 hours: AI calls to confirm and offers reschedule if needed
  • If cancellation: Instant waitlist notification fills the slot

Technology Used

WhatsApp Business API Twilio SMS & Voice Scheduling API Integration Waitlist Management Python FastAPI AWS Lambda

The Results (After 3 Months)

No-show rate dropped from 35% to 17% — a 50% improvement. Monthly revenue recovered: ₹2L. Receptionist time on reminder calls dropped from 3 hours to 20 minutes per day. Slot fill rate from waitlist hit 80%, meaning cancellations almost never resulted in an empty chair. Patient satisfaction improved because they appreciated the timely, personal reminders.

50%No-Show Reduction (35%→17%)
₹2LMonthly Revenue Recovered
80%Cancellation Slots Refilled
3 hrsReceptionist Time Saved/Day

"Our receptionist was spending 3 hours every day making reminder calls and still only reaching 30% of patients. The AI reminder system reaches 100% of them, on the right channels, at the right times. Our no-shows are down 50% and we recovered the investment in the first month."

— Clinic Owner, Delhi NCR Dental Clinic

High No-Show Rate Hurting Revenue?

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Project Details
IndustryHealthcare
LocationDelhi NCR
Timeline3 Weeks
SolutionAI Booking Automation

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