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CASE 07

12 weeks

Voice-First Customer Intake for a Clinic Group

24/7 patient intake over the phone, no more missed calls.

  • Python
  • FastAPI
  • OpenAI Realtime
  • Twilio
  • Postgres

THE PROBLEM

Phone-only intake created a queue every morning, missed calls after hours, and a lot of back-and-forth to collect the same fields for every patient.

WHAT WE DID

  1. 01

    Real-time voice pipeline with a structured intake form behind it — demographics, reason, insurance — captured as the patient speaks.

  2. 02

    Human handoff triggers on any edge case (urgency, unclear speech, insurance not recognized) so no one gets dropped.

  3. 03

    Recorded transcripts reviewed daily; flagged conversations feed a weekly prompt-tuning loop.

  4. 04

    All PHI encrypted at rest and in transit; access logs wired to their existing SIEM.

OUTCOME

Missed-call rate dropped dramatically. Front-desk staff now only handle exceptions, which is the work they were hired for.

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