Use Case

Digital health products

Build patient-facing apps on shared biomarker infrastructure. Launch diabetes coaching, weight management, or cardiac rehab programs without rebuilding device integrations. Focus on UX and clinical workflows, not data pipelines.

Active Products
3 apps
GlucoCoach
Live
1247
CGM, Fitbit
HeartTrack
Live
892
HR monitor, Garmin
WeightWise
Beta
1108
Scale, Apple Watch
All sharing HealthGen infrastructure

Without shared infrastructure

Each app rebuilds device integrations. Engineering teams spend 6+ months on data pipelines before building features. Apps can't share data or cross-promote. Scaling to new devices means another integration sprint.

6+ months building device integrations per app
No data sharing between products
Duplicate engineering effort across apps
Each new device requires custom work
Building from scratch
Device integrations
6 months
Data pipeline & storage
3 months
Biomarker calculations
2 months
App features & UX
4 months
Testing & deployment
2 months
17 months to launch
Launch Timeline with HealthGen
Device integrations
Pre-built
Data infrastructure
Included
Biomarker calculations
Library ready
Focus on: App UX & clinical workflows
3-4 months to launch
80% faster time to market

Ship apps, not infrastructure

Device integrations ready on day one. Query biomarkers via API. Launch new products in months, not years. Focus engineering on features users care about, not data pipelines.

Pre-built device integrations
CGM, wearables, surveys ready to use
Biomarker API access
Query glucose, activity, adherence via REST
Shared data across apps
Users connect devices once, available everywhere
3-4 month launch timeline
Focus on UX, not infrastructure

Shared data, better UX

Users connect CGM once, available in all apps. Launch cardiac rehab using existing wearable data. Cross-promote programs without asking users to re-authenticate. Build product suites, not isolated apps.

Connect devices once
Data flows to all your apps
Cross-product insights
Diabetes app sees cardiac rehab activity
Seamless upsell
Promote new programs without re-onboarding
User: Sarah M.
3 apps enrolled
Connected devices
Dexcom G7
GlucoCoach
WeightWise
Apple Watch
GlucoCoach
HeartTrack
WeightWise
Withings Scale
WeightWise
All devices syncing to all apps

Ready to unify your digital biomarkers?

See how HealthGen can help you ship faster, scale further, and get to insights without rebuilding the stack.