Advanced health wearables produce dozens of metrics, but most users don't understand what fluctuations mean.
Build a visualization layer that highlights meaningful changes in context, like "your HRV dropped after poor sleep" rather than just showing numbers. Include research citations for credibility.
Freemium model: free basic alerts, paid for personalized coaching logic. Start by parsing existing HealthKit data.
Risk: Medical advice liability without FDA clearance.