All Showcases
Healthcare

Clinic Appointment & Patient Flow

Medical clinic automated appointment booking via LINE, patient record lookups, and billing — reducing no-shows by 60%.

Multi-ChannelWorkflowERPAI Agents

The Challenge

A clinic with 8 doctors handled 200+ appointments daily via phone calls. No-show rates hit 25%, rescheduling was manual, and front-desk staff spent most of their day on the phone instead of assisting walk-in patients.

The Solution

Deployed UniCore with a LINE bot for appointment inquiries, automated reminders via the Comms Agent 24h and 2h before visits, and ERP for patient contact management and billing. Orders represent bookings, Kafka workflows trigger time-based reminders, and the Ops Agent monitors daily capacity.

Key Features Used

  • LINE bot for appointment inquiries and confirmations
  • Automated reminders via Kafka workflow triggers
  • Patient contact management with visit history
  • Order-based booking tracking with status lifecycle
  • Invoicing for consultations and procedures
  • Ops Agent for daily capacity monitoring

Results

25% → 10%
No-show rate
-65%
Phone call volume
200+
Daily appointments managed
6 hours → 2 hours
Front-desk time on phone

Our no-show rate dropped from 25% to 10%. The LINE reminders alone justify the entire platform.

Clinic ManagerMedical Clinic, 8 doctors

Tech Stack

ERP Service (CRM, Orders/Invoicing)Comms Agent (LINE reminders)Ops Agent (schedule management)Kafka Workflow Engine (reminder triggers)LINE Messaging API

Want similar results for your business?

Reach out and let us know how we can help.