Bio OS

Real-time biometric analysis — no wearable required.
Place your finger on the back camera to begin.

Back camera · cover lens with finger

Hold camera facing a light source

--BPM
--/min
--Stress
--Energy

Advanced Physiological Metrics

HRV surrogate

HR variability over time

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Cardiac Stability Index

how evenly the heart beats

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Recovery Rate

HR normalization speed after stress

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HR trend slope

trend over 30-60s

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HR Acceleration

how fast HR rises

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Emotional State Metrics

Alarm / Anxiety

HR rise + BR rise

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Relaxation / Calmness

low HR + stable BR

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Focus / Concentration

average HR + low variability

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Excitement

HR↑↑ sharp moment

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Fatigue

HR above baseline, BR↓, energy↓

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Flow

HR slightly above baseline, stable BR

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Real-time metrics. Calibrating baseline...

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What each metric means

Advanced Physiological

HRV surrogate (RMSSD)

Root Mean Square of Successive Differences between adjacent RR intervals, in milliseconds. Reflects parasympathetic nervous system activity. Higher = more adaptive autonomic regulation. Typical camera-derived range: 15–70 ms.

Cardiac Stability Index (CSI)

Standard deviation of RR intervals divided by mean RR interval. Measures rhythmic consistency independent of heart rate. Lower values (0.03–0.10) indicate a very stable rhythm; values above 0.25 suggest irregular beats or measurement noise.

Recovery Rate %

How completely the heart rate has returned toward its mean after the highest recorded beat in this session. 0 % = HR still at its peak; 100 % = fully recovered to baseline or below.

HR Trend Slope

Linear regression slope of RR intervals over the measurement window. Negative = heart rate gradually slowing (relaxation response). Positive = HR accelerating (rising arousal or activity).

HR Acceleration

Second derivative of RR intervals — the rate of change of the trend. Positive = HR is speeding up faster than before. Negative = the rate of change is decelerating, even if HR is still rising.

Emotional State

Alarm / Anxiety

Composite of rising HR and elevated breathing rate. High values indicate a fight-or-flight activation pattern in the autonomic nervous system.

Relaxation / Calmness

Inverse of CSI plus energy reserve. High score = low HR variability irregularity, slow stable breathing, and ample cardiovascular headroom — the signature of restful alertness.

Focus / Concentration

Blend of energy level and inverse stress. Peaks when HR is moderate, rhythm is stable, and stress is low — consistent with sustained attentional effort without overarousal.

Excitement

Rises with HR elevation above resting baseline and higher breathing rate. Distinguishable from alarm by the absence of extreme stress scores — it is positive arousal rather than threat response.

Fatigue

Increases when energy is depleted and stress is chronically elevated. Reflects the physiological cost of prolonged effort: reduced HRV, elevated HR at rest, and slow recovery.

Flow

The optimal performance state: high focus, moderate relaxation, and HR slightly above resting without alarm. Appears when you are fully engaged but not overwhelmed — the zone.

All metrics are derived from the optical PPG signal via the device camera.
For medical-grade accuracy use a certified biometric device.