Healthcare · India & UAE

MediQueue: A Smarter Approach to Patient Scheduling and Virtual Care

A fast-growing clinic chain operating 40+ outpatient centers across India and the UAE was losing patients to long wait times, phone-only booking, and no-show rates above 30%. The leadership wanted a single platform where patients could book appointments, consult doctors over video, receive e-prescriptions, and pay online — while giving clinic administrators real-time visibility into doctor utilization across every location. Devlex Infotech was engaged to design, build, and scale MediQueue from concept to a multi-country rollout.

MediQueue
48%Reduction in Patient No-shows
3.2xIncrease in Online Bookings
62%Faster Front-desk Check-ins
Timeline8 Months
Team11 Members
PlatformsiOS, Android, Web
IndustryHealthcare & Telemedicine
RegionIndia & UAE
Challenges → Solutions

How We Solved It

Challenge

Fragmented Scheduling Across 40+ Clinics

Every clinic ran its own spreadsheet-based roster, so a patient calling one branch had no visibility into earlier slots at a nearby location. Double-bookings and idle doctor hours were costing the chain measurable revenue every week.

Solution

Centralized Multi-clinic Scheduling Engine

We built a rules-based scheduling core that pools availability across all locations, applies doctor-specific buffers, and offers patients the nearest earliest slot. Automated WhatsApp and SMS reminders with one-tap rescheduling directly attacked the no-show problem.

Challenge

Strict Health-data Compliance in Two Jurisdictions

Patient records had to satisfy India's DPDP Act and the UAE's DHA data-residency rules simultaneously, with HIPAA-grade safeguards demanded by the client's insurance partners. A single shared database was not an option.

Solution

Region-partitioned, Compliance-first Architecture

Patient data is stored in region-pinned databases — Mumbai for India, Dubai for the UAE — with field-level AES-256 encryption, audit trails, and role-based access control mapped to HIPAA and DPDP requirements. Consent records are versioned and exportable for regulator review.

Challenge

Unreliable Video Consultations on Low Bandwidth

Early telemedicine pilots used a generic video tool that dropped calls on 3G networks common in tier-2 Indian cities. Doctors abandoned the workflow, and patient trust in virtual care eroded quickly.

Solution

Adaptive-bitrate Telemedicine Built on WebRTC

We engineered a custom WebRTC layer with adaptive bitrate, automatic audio-only fallback, and session resume so consultations survive network drops. In-call prescription writing and lab-order workflows keep doctors inside one screen.

Delivered

Notable Features Shipped

  • Smart appointment booking with nearest-slot suggestions
  • HD video consultations with audio-only fallback
  • Digital prescriptions with pharmacy integration
  • Multi-language patient app (English, Hindi, Arabic)
  • Doctor dashboard with utilization analytics
  • Integrated payments via Razorpay and Telr with insurance claim export
Engineering Stack

Technology Behind MediQueue

Front End

  • Flutter
  • React
  • TypeScript
  • Tailwind CSS

Back End

  • Node.js
  • NestJS
  • WebRTC
  • Socket.io

Database

  • PostgreSQL
  • Redis
  • MongoDB

Cloud & DevOps

  • AWS
  • Docker
  • Kubernetes
  • GitHub Actions
Business Impact

What It Meant For The Client

Patients now book in under 90 seconds from any channel, lifting patient satisfaction scores across the chain.
Clinic administrators gained a single live view of doctor utilization, recovering idle consultation hours at every branch.
Compliance-by-design architecture cleared DHA and insurance-partner audits without a single remediation cycle.
Telemedicine became a dependable revenue line, extending the clinic chain's reach into cities where it has no physical presence.
“Devlex understood healthcare operations as deeply as they understood code. Our no-show rate dropped within the first quarter, and the compliance work they did saved us months of legal back-and-forth.”
D Dr. Anika S.COO · United Arab Emirates
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