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MitchelHeart – Clinical Queue & Appointment Engine

A clinical scheduling and live queue management system reducing clinic wait times by 68%, featuring real-time patient queue telemetry, doctor calendar sync, and automated reminders.

68%
Reduction in Lobby Wait Time
98%
Patient Notification Delivery
100%
Real-Time Telemetry
MitchelHeart clinic queue management and automated scheduling system
The Friction & Problem Space

What Was Broken Before

Specialty clinics face severe physical lobby congestion and patient frustration caused by unpredicted delays, overlapping appointment slots, and manual paper tokens.

  • Unpredictable clinic wait times causing patient distress and crowded waiting areas.
  • Doctors lacking real-time visibility into waiting queue load and patient arrival status.
  • Manual phone rescheduling consuming hours of front-desk administrative time.
The Quantum System Approach

The Solution We Engineered

We engineered MitchelHeart as a real-time clinical queue engine that calculates live estimated wait times and notifies patients dynamically via WhatsApp.

  • Real-time token management with digital queue status accessible on patient smartphones.
  • Doctor console with one-click 'Next Patient' call and electronic health note summary.
  • Automated WhatsApp notifications adjusting patient arrival times to actual doctor pace.
System Architecture & Modules

Key Functional Capabilities.

Every component was architected for high concurrency, deterministic data flow, and minimal operational friction.

Live Queue Telemetry

Real-time token tracking giving patients exact estimated consultation time on their phones.

Doctor Workflow Console

Minimalist desktop interface for doctors to manage incoming consultations and patient history.

WhatsApp Alert Layer

Dynamic push notifications when patient token is 2 spots away, eliminating lobby crowding.

Staff Calendar Sync

Bi-directional calendar synchronization avoiding doctor double-booking.

ENGINEERING FOUNDATION

Technology Stack Used In Delivery

ReactNode.jsRedisSocket.IOWhatsApp API
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