Apple Health logs 7h 12m of sleep. Garmin logs 6h 18m for the same night. Who does your platform believe?
Multi-device health apps break when they treat proprietary OEM scores as ground truth. Reliable clinical pipelines normalize raw epochs.
#healthtech#wearables#sportstech
Raw PPG waveforms drain battery and break on Bluetooth sync. Derived daily averages hide clinical anomalies.
Building reliable health platforms means knowing where to filter on the edge vs what to stream to FHIR.
#healthtech#wearables#sportstech
Wearable data becomes clinical PHI the moment it informs care. Connecting Apple Health or Garmin to an EHR requires mapping metrics to FHIR Observation resources and managing patient consent at the edge.
#healthtech#wearables#sportstech
Wearable BLE drops in the background are not edge cases on iOS and Android. Battery limits cull connections constantly.
Resilient mobile ingest needs local offline queues and deduplicated sync before the API gateway.
#healthtech#wearables#sportstech
Raw wearable metrics are not clinical records. The moment Apple Health or Garmin streams tie to patient identity in an RPM setup, HIPAA begins at ingest.
Separate data access before building dashboards.
#healthtech#wearables#sportstech
Your coach and your clinician want the same wearable data. They should not see the same screen.
We've built for both across SportsTech, HealthTech and wellness. HIPAA access rules come before the dashboard.
#healthtech#sportstech#wearables#wellness
Open Wearables handles device ingest. Recovery is the decision engine on top.
Athletes open Mi bienestar. Coaches set load from Sleep + Resilience before warm-up.
https://t.co/erGVhfmfpm
INTERNAL sleep 73. Garmin sleep 51. Same night, different OEM math.
Middleware reconciles streams into one athlete baseline. Recovery turns that into Sleep + Resilience, not another CSV.
https://t.co/12Mp0uNhJB
Wearable scores land late if every OEM is a custom adapter.
Our physiological middleware normalizes HRV, sleep, RHR, and load into one athlete profile before Recovery issues the readiness call.
https://t.co/erGVhfmfpm
A sleep score is not a training decision.
Recovery links wearable ingest to individual baseline, then gives coaches clear green / yellow / red readiness before warm-up. Inside EquipoArg for ENARD.
https://t.co/erGVhfmfpm
Health apps still rebuild pairing, permissions, and background sync per OEM. Open Wearables is our React Native SDK for Apple Health, Health Connect, Garmin. https://t.co/12Mp0uNhJB
Athletes open Mi bienestar in EquipoArg. Sleep Score + Resilience (HRV, stress, load) sit on their baseline, not a squad average. Recovery for ENARD. https://t.co/erGVhfmfpm
Coaches on EquipoArg see Sleep Score + Resilience (HRV, stress, load) before they set volume. Recovery in EquipoArg for ENARD: Apple Health, Google Health Connect, Garmin. https://t.co/erGVhfmfpm
Four layers before a recovery score is useful: device adapters, Sleep + Resilience on the athlete baseline, Mi bienestar plus coach dashboard, write-back and audit. EquipoArg × ENARD.
https://t.co/k0YeFtjIlL
#Suramericanos2026
One pipeline for high-performance wearables: Apple Health, Google Health Connect, Garmin → Mi bienestar in EquipoArg.
https://t.co/k0YeFtjIlL
#Suramericanos2026