Primary data sources are WHOOP / Apple Health.
Hydration nudges are triggered pre‑crash.
I introduced a zero‑effort hydration scoring system that reads WHOOP data plus six additional metrics and returns three scores automatically.
The system requires Zero logging – no user entries are needed.
The system requires Zero math – no calculations are performed by the user.
Hydration recommendations are delivered with ZERO effort, mirroring WHOOP’s automated sleep scoring.
Development took 2 YEARS and 9 ITERATIONS to perfect.
We ran 30+ TEST CYCLES to validate reliability.
The device is powered by a 4,500 mAh internal engine.
We modeled 100,000+ WHOOP data points to calibrate the algorithm.
Our research reviewed 2,000+ clinical studies on hydration and hydrogen water.
The HYDRATION SCORE integrates 6 signals (heat, sweat, sleep, recovery, plus two others) to compute a real “Hydration Debt”.