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HEALTHCARE

AI Appointment Desk for Multi-clinic Network

Automated appointment booking, reminders, and patient FAQs across 6 locations — freeing front-desk staff for in-person care.

82%Auto-Booked
24/7Availability
-41%No-Shows

Client snapshot

Client
Multi-specialty clinic network with 6 locations, 40+ doctors, ~3,000 appointments/month
Location
North India
Timeline
7 weeks end-to-end
Our team
1 AI engineer, 1 healthcare workflow consultant, 1 voice/chat designer

The challenge

Every clinic had a front desk drowning in appointment calls. Peak hours meant 8-minute hold times; off-hours meant missed bookings.

Patients routinely asked the same questions — "what's your OPD timing?", "which doctors are in today?", "do you accept X insurance?" — tying up staff who should be helping the person in front of them.

No-show rates were sitting at 22% because reminders were manual (and often forgotten).

Our approach

  1. 01

    Unified slot inventory

    Consolidated the 6 clinics' appointment systems into one live slot view so the bot could book across any location based on doctor availability + patient preference.

  2. 02

    Multi-channel patient entry

    Built the same brain behind three channels: website chat, WhatsApp, and a voice IVR in Hindi + English for patients who prefer calling.

  3. 03

    Reminder + reschedule loop

    Auto-reminders 24h and 2h before the appointment with a one-tap reschedule button — no need to call anyone to move a slot.

  4. 04

    Escalation with context

    Complex cases (multi-doctor, insurance authorisation, urgent symptoms) route to the right front-desk person with the full conversation attached.

What we built

  • WhatsApp + web chat booking with live slot availability across 6 clinics
  • Hindi/English voice IVR for patients calling the central number
  • Automated reminder + reschedule messages 24h and 2h before appointments
  • Patient FAQ bot (timings, doctors, insurance, directions, prep instructions)
  • Front-desk dashboard showing bot bookings, escalations, and call summaries
  • HIPAA-aligned data handling + consent capture

Results

82%Auto-Booked
24/7Availability
-41%No-Shows
  • 82% of appointments now booked by the bot without any front-desk involvement
  • No-show rate dropped from 22% to 13% thanks to automated reminders
  • Front-desk staff redeployed to in-person care rather than phone triage
  • Patient satisfaction scores up 18 points on post-visit surveys

Tech stack

WhatsApp Business APITwilio Voice + Speech-to-TextOpenAI GPT-4 TurboClinic EHR integration (REST)Postgres + RedisAWS (India region) for compliance
Our receptionists can finally focus on the patients physically at the clinic instead of being stuck on the phone. This is the kind of AI we actually wanted.
Operations Director, Multi-clinic Healthcare Network (NDA)

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Client identity kept confidential under NDA. Metrics reflect the actual project at the time of delivery — full decks available on request.