Every metric tracked by OxyZen is backed by rigorous scientific research, validated through clinical trials, and engineered to meet medical-grade accuracy standards.

Our Science

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Our Science

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Our Science & Research

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Our Science & Research

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The Future of Non-Invasive Health Monitoring Lives on Your Finger

Wearable health technology is entering a new era. For years, the category has been dominated by “lifestyle” trackers—good at counting steps, less reliable at answering the questions that actually matter:

Am I recovering—or slowly burning out?
Is my sleep truly restorative—or just long?
Is my body adapting—or silently accumulating stress?

OxyZen was built to end the guessing.

By bringing clinical-grade biometrics to the finger—where optical signals are naturally stronger—we unlock a continuous stream of high-fidelity data that most devices simply cannot capture at the wrist. And we do it with a philosophy the industry has avoided for too long:

Transparency over black-box scores.

Why the Finger Wins: Better Biology, Cleaner Signals

Most wearables live on the wrist, where bone, tendons, and motion noise interfere with optical readings. The finger is different. It contains a dense network of capillaries and digital arteries close to the skin’s surface—ideal for capturing a clean, information-rich pulse wave.

What that means for you:

  • Sharper insight into your nervous system (HRV that actually reflects your day)
  • More dependable trends you can act on with confidence
  • Less signal distortion from daily movement and poor sensor contact

This is smart ring science built on the body’s most data-rich location—not marketing convenience.

No More “Readiness Scores” Without Receipts

If you’re wearing something 24/7, you deserve to understand what it’s measuring and why it matters.

OxyZen doesn’t hide behind a single score. We surface the building blocks that create real insight—so you can move from “wellness advice” to biological understanding:

  • Raw HRV (including beat-to-beat dynamics)
  • Sleep epoch classifications (how your night is staged, not just “sleep time”)
  • Thermal flux trends (subtle shifts that often precede changes in recovery)

The benefit: you stop chasing a number and start learning your physiology—an approach that serious biohacking and high-performance wellness seekers demand.

Precision Hardware: The 250Hz Engine That Makes the Difference

250Hz Sampling Rate: When Accuracy Becomes Personal

Most rings and wrist devices sample at 50–100Hz to preserve battery. OxyZen uses a 250Hz sampling rate, capturing 250 data points every second.

Why does that matter? Because HRV accuracy depends on measuring the exact timing between beats—down to milliseconds. At lower rates, the peak of a heartbeat can be missed, creating timing jitter that degrades HRV quality.

Your benefit:

  • Cleaner HRV that reflects real recovery (not sensor limitations)
  • Earlier detection of stress accumulation before it becomes burnout
  • More reliable readiness insights you can trust day after day

This is the foundation of clinical-grade biometrics in a consumer form.

Dicrotic Notch Insight: A Deeper Window Into Vascular Health

At 250Hz, OxyZen can resolve subtle waveform details such as the dicrotic notch—a secondary peak that occurs when the aortic valve closes.

Analyzing the shape and timing of this feature supports estimation of arterial stiffness / arterial compliance, a meaningful indicator associated with cardiovascular aging and vascular function.

Your benefit:

  • You’re not only tracking “health today”
  • You’re observing how your cardiovascular system adapts over time
  • You gain a higher-resolution view of long-term resilience

This is non-invasive health monitoring that goes beyond surface metrics.

Multi-Spectral PPG: Built for Real Bodies, Not Ideal Conditions

6-LED Multi-Spectral PPG Array

OxyZen uses a circular multi-spectral PPG system designed to perform across skin tones and contexts:

  • Green (530nm): stronger during movement and daytime activity
  • Red (660nm): tuned for oxygenation dynamics
  • Infrared (940nm): deeper tissue penetration for overnight HRV and SpO₂ stability

OxyZen is validated across the Fitzpatrick skin tone scale to reduce biometric bias—because accuracy should not depend on complexion.

Your benefit:

  • More consistent readings across real-world skin tones
  • Greater confidence in SpO₂, HRV, and trend reliability
  • A premium wearable that performs for everyone—not just some users

Proof Over Promises: Benchmarked Against the Gold Standard

In this category, “accuracy” is too often a claim without substance. OxyZen is built to earn trust with validation.

In a large-scale study (n = 1,247), OxyZen was benchmarked against:

  • Shimmer3 ECG (gold standard for cardiac signal timing)
  • Polysomnography (PSG) (gold standard for sleep staging)

Heart Rate & HRV RMSSD Agreement

  • 99.2% correlation with medical-grade ECG for resting heart rate
  • 96.8% agreement in HRV RMSSD, a key parasympathetic recovery marker

Your benefit:

  • Athletes can manage training load with greater confidence
  • High-performers can spot chronic stress patterns earlier
  • Everyday wellness seekers can finally trust the “why” behind their recovery

SpO₂ and Thermal Resolution

OxyZen uses a specialized reflectance approach validated against reference standards, maintaining a low error margin in the 70–100% range. Dual-point temperature sensing tracks shifts with fine resolution, supporting detection of subtle temperature patterns that often align with deeper sleep transitions.

Your benefit:

  • Oxygen trends you can interpret with confidence
  • Temperature insights that add context to sleep quality
  • Better signal clarity for your night—not just your day

“Glass Box” Intelligence: AI You Can Understand

Many wearables operate like a black box: data goes in, a score comes out, and you’re expected to trust it.

OxyZen is engineered to be a glass box—because trust increases when the logic is visible.

The Biometric Data Pipeline (Simplified, Not Oversimplified)

  1. Raw Signal Capture: 250Hz PPG + 50Hz movement data
  2. Wavelet Denoising: isolates heartbeat signal from motion artifacts
  3. Feature Extraction: 127 features every 30 seconds (pulse amplitude, breath-linked patterns, movement intensity)
  4. Hybrid CNN–LSTM Inference:
    • CNN reads waveform “shape”
    • Bi-LSTM learns the sequence of sleep cycles over time
  5. Bayesian Smoothing: prevents tiny awakenings from skewing your entire sleep efficiency

Your benefit:

  • Insights feel grounded, not random
  • You understand what’s driving your outcomes
  • Your behavior changes faster because the feedback is credible

This is machine learning in healthcare applied with restraint, clarity, and respect for the user.

A Smart Ring That Advances Science—Not Just a Product Line

OxyZen is designed as a consumer device with research-grade intent. The platform supports large-scale digital health research partnerships and helps accelerate discovery of meaningful digital biomarkers.

With a large participant base, researchers can observe population-level trends in stress, recovery, and sleep in real-world conditions.

What This Means for You

  • Your device improves as the science improves
  • Insights evolve through better models and deeper datasets
  • You’re participating in the next generation of wearable research (without sacrificing privacy—see the Promise below)

Ongoing research themes include:

  • Stress & Burnout: detecting early physiological patterns of overload
  • Cycle Tracking: combining thermal flux and HRV trends for non-invasive prediction windows
  • Post-Viral Recovery: mapping long-term HRV recovery patterns to improve rehabilitation approaches

Education That Turns Metrics Into Agency

The Scientific Learning Center: Your Built-In Health Literacy Engine

A “Health Score” is useless if you don’t know how to change it.

OxyZen includes an integrated learning experience designed to raise health literacy—so you can interpret your own data and make better decisions without guesswork.

Four-Tier Curriculum

  • Beginner: PPG basics, resting heart rate, and signal quality
  • Intermediate: HRV time-domain metrics (RMSSD), circadian rhythm strategy
  • Advanced: frequency-domain analysis (FFT) and non-linear dynamics
  • Certification: professional-level training for coaches and clinicians to become OxyZen Certified

Your benefit:

  • You stop relying on generic tips
  • You learn cause-and-effect (food, sleep timing, alcohol, training load, travel)
  • You build a repeatable system for better recovery and performance

This is biohacking with integrity: data, understanding, action.

The OxyZen Promise: Privacy, Ownership, and Zero Subscription Lock-In

In an era of data harvesting, OxyZen takes a hard stance:

Your biometrics are not a business model.

Zero Subscriptions

You buy the ring. You keep access. No monthly paywall for your own HRV or sleep science.

Your benefit:

  • One purchase, full capability
  • No feature-ransom as the product matures

Total Data Ownership

Export your data. Share it with a clinician. Run your own analysis. Build your own workflow.

Your benefit:

  • You control your health narrative
  • Your device supports curiosity, not dependency

Medical-Grade Security

OxyZen is built around rigorous security practices aligned with modern privacy expectations, including strong encryption and sensitive processing performed locally (edge computing) wherever possible.

Your benefit:

  • Reduced exposure risk
  • Greater trust in long-term use
  • A ring you can wear with confidence, not caution

Your Next Level Starts With Clarity

OxyZen is for people who refuse to settle for “good enough” wellness.

If you want smart ring science, clinical-grade biometrics, and non-invasive health monitoring you can actually trust—without subscriptions and without black-box logic—this is your device.

Wear the signal. Understand the system. Upgrade your life.