Platforms
Platforms we analyze
Clinical-grade and consumer wearables produce very different data: different sampling rates, exports, artifacts, and validation evidence. We work across the major platforms and calibrate the analysis to the hardware, not just the statistics.
Deep-dive platforms
Where we have the most depth
APDM Opal
Precision motion: gait, postural sway, instrumented TUG, sit-to-stand, 6MWT/2MWT, actigraphy.
Garmin & Fitrockr
End-to-end analysis: Fitrockr/Garmin Connect exports, BBI→HRV/RMSSD, daily steps, compliance.
Actigraphy & accelerometers
MVPA, daily steps, sedentary time, wear-time/valid-day rules, and sleep metrics.
Also analyzed
Other clinical-grade & consumer devices
The same methodology (wear-time and valid-day rules, digital-biomarker derivation, MMRM, and validation) transfers across platforms:
- Empatica (E4, EmbracePlus)
- McRoberts DynaPort
- Koneksa
- Biosensics (PAMSys)
- WHOOP
- Oura Ring
- Fitbit
- Apple Watch
- Ametris (formerly Actigraph) / activPAL / Axivity
Have wearable data that needs to hold up?
A short scoping call defines the work and the price. No CRO overhead.
Get in touch