Health Anomaly Tracker learns your body's unique biometric baseline from your smartwatch and uses multi-sensor AI to spot the earliest signs of infection, cardiovascular strain, and oxygen anomalies — before you feel a thing.
Health Anomaly Tracker unifies smartwatches, rings, phones, and chest straps into a single continuous stream — then makes sense of it.
Devices push data via HealthKit & Health Connect — no manual export, no app switching.
Every metric is normalized, timestamped, and correlated on a single physiological timeline.
Health data stays encrypted end-to-end. You choose what to sync, what to keep local.
Apple Watch, Galaxy Watch, Fitbit, Garmin, Oura, Whoop — no lock-in, no new hardware.
Switch between everyday scenarios and watch how the same signals get interpreted differently.
Your body is in its normal resting range. No action needed.
Nine capabilities that turn passive wearable data into actionable early warnings.
Apple Watch, Galaxy Watch, Garmin, Fitbit — unified through HealthKit and Health Connect.
HR, HRV, SpO₂, skin temperature, sleep, motion — synced silently in the background.
The AI observes your body first, building a personal physiological fingerprint before alerting.
Compares live signals to your own history — not one-size-fits-all medical thresholds.
Correlates HR + HRV + temp to catch infection, arrhythmia, and hypoxia patterns early.
Accelerometer + gyroscope suppress workout noise so alerts only fire when they matter.
Health score, daily status, trends, and recovery insights in one clean view.
Every alert ships with risk level, possible cause, trend summary, and recommended action.
Daily, weekly, and monthly reports with baseline comparison and improvement trends.
Four stages turn continuous wearable data into a personal early-warning system.
HealthKit & Health Connect sync
14-day personal profile
Multi-sensor correlation
Context-aware notification
The system observes your biometrics for 14 days to learn your unique physiological range before any alert fires.
One elevated metric is noise. Coordinated shifts across signals are a story.
Traditional health apps use fixed thresholds. We learn you.
Static thresholds miss individual physiology. We learn your normal and detect deviations from you.
One elevated metric is noise. A coordinated shift across HR, HRV, and temperature is signal.
No proprietary device lock-in. Any HealthKit or Health Connect wearable works out of the box.
Motion-filtered anomaly detection dramatically reduces false positives from exercise.
Early flu, viral, and respiratory infection indicators.
Arrhythmia trends, irregular beats, cardiac strain.
Nocturnal drops, sleep apnea patterns, hypoxia risk.
Blood sugar and metabolic irregularities (future).
Catch physiological anomalies well before symptoms surface, enabling proactive care.
Context filtering and multi-sensor fusion keep notifications signal, not noise.
Works with any wearable a customer already owns — no hardware purchase required.
Bring Health Anomaly Tracker into your product, wellness program, or clinical workflow.