Scaling a telehealth platform from 10K to 500K monthly visits
Transforming a struggling startup into a market leader through UX and architecture
Client
TeleWell Health
Type
Telehealth Platform
500K
Monthly Visits
50x growth from baseline
+340%
Clinician Efficiency
Measured by visits per hour
94%
Visit Completion Rate
Up from 65% baseline
99.9%
Platform Uptime
Zero outages in 12 months
Problem
TeleWell Health had achieved product-market fit but their platform couldn't handle the rapid growth triggered by the shift to virtual care. Both technical infrastructure and user experience were breaking down.
Platform crashed during peak hours with 10K+ concurrent users
Clinicians complained of 15+ click workflows for basic consultations
Patient no-show rates exceeded 35% due to confusing join process
No mobile app—patients used buggy mobile web experience
Video quality issues causing 12% of visits to be abandoned
Without intervention, TeleWell risked losing key health system contracts worth $8M in annual recurring revenue, and clinician churn was accelerating.
Strategy
We pursued parallel workstreams for technical scalability and UX optimization, with shared milestones to ensure coordinated progress.
Architecture Modernization
Recommended migration to microservices architecture with autoscaling, enabling 100x capacity without proportional cost increase.
Clinician Experience Overhaul
Redesigned the provider workflow to minimize clicks and surface AI-assisted documentation features.
Patient Journey Simplification
Created one-click join experience with pre-visit tech checks and appointment reminders.
Native Mobile Development
Built iOS and Android apps with offline capabilities and optimized video performance.
Execution
The engagement ran 24 weeks with dedicated teams for platform and experience workstreams.
Assessment & Planning
- Technical architecture review and load testing
- Clinician shadowing across 5 specialties
- Patient journey mapping and drop-off analysis
- Vendor evaluation for video infrastructure
Foundation Building
- Core infrastructure migration planning
- Design system development for consistency
- Mobile app architecture and development kickoff
- Analytics and monitoring implementation
Parallel Development
- Microservices migration in phases
- Clinician portal redesign and testing
- Patient app development and beta testing
- Video infrastructure upgrade and optimization
Launch & Scale
- Staged rollout with performance monitoring
- Clinician training and change management
- App store submissions and marketing
- Ongoing optimization based on real usage
Solution
The transformed platform combined enterprise-grade reliability with consumer-grade ease of use.
Auto-Scaling Infrastructure
Kubernetes-based architecture that automatically scales to handle 500K+ monthly visits with 99.9% uptime.
Clinician Command Center
Single-screen workflow showing patient context, documentation tools, and prescription capabilities without navigation.
Smart Waiting Room
Pre-visit tech check, educational content, and real-time queue updates reduce anxiety and no-shows.
Native Mobile Apps
iOS and Android apps with offline appointment prep, push notifications, and optimized video.
Results
TeleWell became the platform of choice for 3 additional health system contracts and achieved profitability within 12 months.
500K
Monthly Visits
50x growth from baseline
+340%
Clinician Efficiency
Measured by visits per hour
94%
Visit Completion Rate
Up from 65% baseline
99.9%
Platform Uptime
Zero outages in 12 months
Business Impact
- Secured $15M Series B funding based on platform improvements
- Won 3 enterprise health system contracts
- Reduced clinician churn from 25% to 8% annually
- Became KLAS-rated leader in virtual care platforms
“Northscale didn't just fix our technical problems—they transformed how we think about building healthcare products. The platform they helped us create is now our biggest competitive advantage. We went from struggling to survive to leading the market.”
David Martinez
CEO, TeleWell Health
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