Healthcare Case Study

Healthcare Voice AI Agent — 800 Patient Calls Handled Daily Without Staff

XPndAI built a multilingual voice AI agent for a hospital chain that handles appointment booking, follow-ups, and lab result queries — cutting call center staff requirement by 60%.

800+Calls handled daily
60%Staff cost reduction
< 5 secAverage answer time
4.6★Patient satisfaction score

The Challenge

The client operated 3 hospitals with a shared call center of 12 agents handling patient inquiries — appointment bookings, OPD slots, lab result status, doctor availability, and follow-up reminders. Peak hours (8–11 AM, 5–8 PM) had average wait times of 14 minutes. Patient complaints about hold times were frequent. Hiring more agents was not cost-effective.

What XPndAI Built

XPndAI designed and deployed a voice AI agent that handles inbound and outbound patient calls in Hindi and English:

  • Appointment Booking — patient says doctor name or specialty, agent checks live calendar API, offers available slots, confirms booking via SMS
  • Lab Result Status — patient gives UHID or name, agent queries HMS, reads out status or SMS-sends report link
  • Outbound Follow-up Calls — automated post-discharge calls checking patient recovery, flagging escalation cases to nursing staff
  • Smart Escalation — emergency keywords or patient distress triggers immediate transfer to human agent

The system handles 800+ calls/day. Human agents now only take complex or escalated cases — roughly 20% of total volume.

Tech Stack

Sarvam AI (Hindi STT/TTS)OpenAI WhisperClaude 3.5Python / FastAPITwilioHospital HMS API integrationPostgreSQL

Results

800+Calls handled daily
60%Staff cost reduction
< 5 secAverage answer time
4.6★Patient satisfaction score

"Patients stopped complaining about hold times within the first week. XPndAI delivered a voice agent that genuinely understands Hindi patient queries — not a basic IVR."

— Operations Head, Hospital Chain

Project Details

IndustryHealthcare
ClientMulti-city hospital chain, North India (confidential)
Delivery4–6 weeks
ModelFixed price

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