Vital Indicators of Biometric Engagement

The clearest read on how the session landed

VIBE is the session-response layer inside the stack. It watches heart rhythm, subjective check-in, and session shift across the same window that matters to the guest, the operator, and the center.
Open EEOS Open EEAI Open ContextOS
Benchmarked against 1,355 patients across three public medical datasets

Two worlds. Neither gives you what you need.

Your Doctor

Throws alphabet soup at you. HbA1c, LDL-C, CRP, ALT/AST. None of it tells you why you felt electric after that float session or garbage last Thursday. Disease metrics. Not vitality metrics.

Your Wellness Center

You pay for the session. You lie there for an hour. You walk out different. Someone asks what changed. All you can say is "I feel great." No record. No before-and-after. No clean way to carry the moment forward.

VIBE gives the session a record.

One number. 0 to 1000. Computed from the same session window the room actually cares about. Three domains fused: what your nervous system is doing, how you actually feel, and how much your body shifted while you were there.

Your score tells the whole story.

When the session resolves into a VIBE Score, this is what the pattern can look like.
675
Balanced
72
Autonomic
Recovery
58
Subjective
Vitality
63
Session
Response

Three signals. One score.

50%

Autonomic Recovery

Four heart rate variability metrics capture your parasympathetic tone, total variability, baroreflex modulation, and respiratory coupling. Plus fractal complexity analysis when the signal allows. This is what your nervous system is doing right now, measured from the space between your heartbeats.

25%

Subjective Vitality

A 60-second check-in before your session. How's your energy? How's your mood? Because your nervous system and your felt experience don't always agree. VIBE captures both and makes the mismatch visible instead of averaging it away.

25%

Session Response

The metric most systems skip. How much did your body shift from before the session to during the session? Not where you started. How far you moved while you were in the room.

Benchmarked against real humans.

Not testimonials. Not simulations. Real heartbeats from public medical databases anyone can download and check for themselves.
1,355
Real Patients
3
PhysioNet Datasets
31
References
11
Figures
76.7
Young
Healthy
46.7
Elderly
Healthy
44.1
Post-MI
Cardiac

Across those datasets, the score separated young healthy adults from older adults and post-MI cardiac patients in the expected direction. Cohen's d = 2.60.

Five status bands

850+
Thriving
700 - 849
Energized
450 - 699
Balanced
200 - 449
Depleted
Below 200
Rest

How it works

1

Put on a sensor

Ring, wristband, arm band, patch. Whatever reads your heart rhythm. Takes ten seconds, you forget it's there.

2

Answer five quick questions

60-second check-in. Energy level, mood. Done before you sit down.

3

Do your session

Float tank, PEMF, acupuncture, energy work, breathwork. VIBE is there to track the response path, not to argue about the modality.

4

See your score

Before, during, and after. One number, one session trail, one cleaner way to see what the room is doing over time.

Listen to the VIBE overview

A short audio walkthrough of what the score is and why it matters.
44.6-second audio overview

VIBE inside the stack

📈

EEOS

The base layer under the room. Clean runtime, stable environment, same system behavior every time it starts.

📊

VIBE

The session-response layer. One score, three domains, personal baseline calibration over time.

💬

ContextOS

The memory layer that keeps the center's docs, operating patterns, and signal trail from scattering.

🔒

EEAI

The local intelligence layer that explains the session, carries memory, and stays on-site with the rest of the stack.

Traditional systems track what is wrong.
VIBE tracks what moved.

That is why it belongs in the middle of the EEOS stack.
1,355 Patients Benchmarked 31 Peer-Reviewed References Published Formula COSMIN Aligned