After-Hours AI Receptionist Captures Every Missed Booking | Teknoloje Case Study
HEALTHCARE CASE STUDY · VOICE AI RECEPTIONIST

After-Hours AI Receptionist Captures Every Missed Booking

How a UK physiotherapy clinic replaced its evening and weekend voicemail with a voice AI receptionist that answers every call, books into the live diary, and never sends a patient to the next clinic on the list.

0 Missed Bookings 100% of After-Hours Calls Captured Since Go-Live
AFTER-HOURS CLINIC RECEPTIONIST SUNDAY 8:42 PM INBOUND PATIENT CALL Caller: Lower Back Pain Inquiry · Requesting Urgent Monday Slot AI AI Receptionist (Retell + ElevenLabs) "I have a 4:30 PM slot open tomorrow with our senior physiotherapist. I've reserved that for you and sent confirmation details via SMS." ✓ Booking Confirmed in Live Diary Response: ~1.8s UK Physiotherapy Clinic · Live Practice Management Integration · GDPR Ready
CLIENT: UK Based Physiotherapy Clinic
INDUSTRY: Healthcare — Allied Health
SOLUTION: Voice AI Agents (After-Hours)
DEPLOYMENT: 27-July-2026
DATA HANDLING: UK GDPR
LIVE DEMONSTRATION

Hear the AI Receptionist in Action.

Listen to how the conversational voice AI handles a real after-hours patient call, resolves inquiries about pricing and appointments, and books directly into the live diary.

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Live call recording & scheduling demo · Built with Retell AI & ElevenLabs
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100% After-hours calls answered
0 Missed bookings since go-live
~1.8s Average agent response time
80% Neutral-to-positive caller sentiment
* Verified operational figures from live production deployment since July 2026.
THE CHALLENGE

Patients Don't Call During Office Hours.

Like most healthcare practices, the clinic's front desk operated during standard business hours. But patient behaviour didn't follow office hours — people searched for a physiotherapist after work, during the evening commute, or late at night after a flare-up. When they called at 6pm, 8pm, or on a Sunday, they reached voicemail.

Lost Patient Relationships

Voicemail doesn't convert. A prospective patient in pain rarely leaves a message and waits for a callback — they immediately call the next clinic on the list.

Mornings Started in Deficit

The reception team walked in every morning to a heavy voicemail backlog of fragmented queries instead of an organized, fully-booked clinic diary.

A Structural Gap

Evenings, weekends, and holidays were completely uncovered. Each missed booking represented thousands of pounds across a full course of treatment.

OUR APPROACH

A Receptionist, Not an IVR.

Rather than bolt on a generic answering service, we built a conversational voice AI receptionist trained specifically on the clinic's live operational data — so it could act less like a phone menu and more like an actual staff member covering the evening shift.

The build prioritised three things patients and clinic staff both care about: speed of response (~1.8s), natural conversation flow (ElevenLabs voice synthesis), and absolute accuracy against real practice scheduling data.

IMPLEMENTATION PILLARS

How the System Was Engineered.

Conversational Voice Engine

Built on Retell AI for real-time call handling, paired with ElevenLabs for a natural, human-sounding voice without robotic cadence.

Live Diary Integration

Connected directly to the clinic's scheduling system to view real-time clinician availability — booking, rescheduling, and cancelling without conflict.

CRM & Workflow Sync

Integrated with GoHighLevel via n8n automation workflows, updating patient records and triggering confirmation SMS sequences instantly.

Grounded Medical Responses

Strictly scoped to the clinic's actual services, policies, and physiotherapist specialties — completely eliminating off-brand hallucinations.

OPERATIONAL SCOPE

What the Agent Handles

  • General Practice Inquiries (50% of Volume): Handles clinic location, parking, pricing, treatment modalities, and clinician credentials conversationally.
  • Live Appointment Booking: Books new patients directly into open calendar slots with instant SMS confirmation.
  • Rescheduling & Cancellations: Seamlessly modifies existing appointments per clinic cancellation policies.
  • Triage & Contextual Escalation: Routes complex clinical inquiries to human staff with full call transcripts attached.
KEY SUCCESS FACTORS

Why It Worked

  • Live Data, Not Static Scripts: Reading directly from the practice management diary ensured zero double-bookings or phantom slots.
  • Sub-Two-Second Speed (~1.8s): Eliminated the awkward automated pause that causes patients in pain to hang up.
  • 80% Positive Caller Sentiment: Patients responded with high satisfaction to natural speech and immediate resolution.
  • Sustained Operational Outcome: Continuously running since July 2026 with zero missed bookings.
ENGAGEMENT SUMMARY

Project Details.

The system has been running continuously in production since go-live on 27-July-2026. Every evening and weekend call is captured and booked directly into the diary — proving that this was not a temporary pilot, but a permanent transformation of front-desk operations.

Client UK Based Physiotherapy Clinic
Industry Healthcare — Allied Health / Physiotherapy
Solution Voice AI Agents — Inbound, After-Hours
Deployment 27-July-2026 (Live in Production)
Tech Stack Retell AI, ElevenLabs, Practice Management Integration, GoHighLevel, n8n
Data Handling UK — GDPR Compliant

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