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MOBILELive2024
Blood Pressure Manager
A cross-platform blood-pressure tracker. Family-group sharing, AI health insights, and subscription monetization in one flow — built so seniors can measure, family can monitor remotely, and doctors can read the trend at the next visit.
- Role
- Lead + full-stack
- Duration
- 2024
- Reading
- 1 min read
Stack
React Native 0.79Expo 53TypeScriptSupabaseRevenueCatCloudinaryNode.js Express 5OpenAI
Product Shots
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public/works/blood/01.pngSenior blood-pressure readings end up scattered across sticky notes, paper notebooks, and spreadsheets — making remote monitoring hard for family and trend analysis difficult for doctors. Blood Pressure Manager digitizes the whole loop: cross-family sync, AI trend insight, subscription billing, and a clean admin in one product.
Problem
- Seniors often need family help to log readings — entries scatter
- Most existing apps are single-user — no family sharing
- Doctors need 30-day trends, not single readings
Solution
- One codebase ships to iOS and Android with a consistent experience — no platform-switching confusion for the customer.
- Family-group sharing: head subscribes, family uses; cross-device sync so adult children can check on a parent's reading the same day.
- AI trend insight: takes the last 30 days and explains the pattern with suggested actions ("drink more water", "trending high — consider consulting your physician") — never gives a diagnosis, staying inside health-app regulatory lines.
- One-tap PDF / Excel export: hand it to the doctor at the next visit instead of awkwardly tilting your phone screen.
- Subscriptions: unified billing on both platforms, family plans, restore purchases.
Outcomes
- Live on both platforms with real subscription billing
- Family groups let adult children remotely monitor senior parents
- Real paying users — business model validated
- AI insights + PDF export drive both retention and pre-doctor-visit usage
Lessons
- Health apps live or die by the "no diagnosis" boundary: "you may have hypertension" crosses the line; "consider consulting a physician" doesn't. This single distinction decides whether the app stays in the store.
- Subscriptions need "head pays, family uses" by design: seniors usually don't pay, children do. Building family plans in from day one is far cheaper than retrofitting later.