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IBA 2.0 · Patent Pending · Resilience-Aware Engine

Integrated Biological Age 2.0 — beyond the methylation snapshot.

A dynamic biological-age engine fusing epigenetic, vascular, and behavioral signals — plus the Biological Resilience Reserve (BRR).

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Biological Age Intelligence Engine — DNA, vascular, and behavioral data fused into a Composite Biological Age Index
Epigenetic
Vascular
Behavioral
CBAI
The Premise

Why chronological age is misleading.

Two people born on the same day can be a decade apart biologically. Calendar time and biological wear rarely match; the gap is where personalized longevity begins.

What Most Tests Miss

Single-signal tests vs. three-modality fusion.

What Single-Signal Tests Measure
What They Miss
  • Single saliva-based methylation marker
    Vascular reserve and cardiovascular biological age
  • Telomere length only
    Behavioral phenotype and lifestyle-derived age
  • Static one-time snapshot
    Longitudinal trend across all three modalities
  • A single composite number
    Discordance between methylation, vascular, and behavioral age
  • Generic age range only
    Personalized intervention windows derived from your discordance pattern
v3 Wave-Harmonic · The Three Pillars

Three independent reads of how you are aging — mathematically weighted.

v3 weights the three pillars and watches the gaps between them to route a more specific intervention path.

40
%
Epigenetic

Deep cellular methylation clocks — 30+ in ensemble — reading the chemical tags on your DNA.

35
%
Vascular

Real-time structural aging from our AI vascular-age engine — PPG signal resonance, beat by beat.

25
%
Behavioral

BAPS-v3 scoring across 8 behavioral domains — your resilience phenotype, longitudinally.

Six Divergence Patterns

The full pattern map — how v3 routes you.

Each pattern tells a different clinical story. Tap any row to expand.

  • E↓ · V↓ · B↑

    Molecular signals look young while behavioral resilience is low, so escalation is paused while reserve is rebuilt.

Legend: E Epigenetic · V Vascular · B Behavioral · ↑ elevated · ↓ favorable.

— Vascular Resonance Gating

We watch your vascular waveform improve in real time.

CardioSentry analyzes the full P-QRS-T-U waveform for Wave-Harmonic stability, allowing exercise response to be tracked as the vascular system remodels.

IBA 2.0 · New Research

Beyond the methylation snapshot — Resilient vs Fragile aging.

Biological Resilience Reserve (BRR) estimates how much physiological buffer a system has, so identical methylation ages can route to different aging trajectories.

Resilient Aging

High BRR · low fragility.

Strong cardiovascular reserve, intact immune clearance, sustained muscle mass and coherent recovery patterns create more capacity to absorb stressors.

Fragile Aging

Low BRR · high fragility.

Reduced vascular reactivity, impaired clearance and fragmented recovery can make methylation age look deceptively favorable.

The Science of Structural Remodeling

Aging isn’t a number — it’s structural.

IBA 2.0 routes findings through immune clearance, vascular remodeling and neurocognitive infrastructure.

D8 · Immune

Senescence as active evasion.

Senescent cells can evade clearance. IBA 2.0 protocols support natural-killer cell clearance capacity and immune removal of aged cells.

D7 · Cardiovascular

Exercise as a structural drug.

Targeted exercise prescriptions support vascular remodeling and endothelial repair, tracked alongside biomarkers.

D9 · Neurocognitive

Muscle as neuroprotective infrastructure.

Skeletal muscle supports glucose disposal, myokine signaling and cerebrovascular function.

Safety · Contraindication Scanner

When the evaluation is not appropriate.

If any condition below applies, the team routes the individual to an appropriate alternative pathway.

  • Active malignancy under treatment
  • Acute infection or fever within 14 days
  • Pregnancy
  • Recent major surgery or hospitalization (within 30 days)
  • Unstable cardiovascular or metabolic disease
  • Recent vaccinations within 7 days
  • Use of investigational study drugs
What You Get

Your Composite Biological Age deliverable.

  1. 01Composite Biological Age Index (CBAI) — your unified three-modality age estimate
  2. 02Epigenetic biological age subscore
  3. 03Vascular / cardiovascular biological age subscore
  4. 04Behavioral biological age subscore
  5. 05Behavioral-Molecular Dissociation analysis — the headline discovery
  6. 06Discordance map with personalized intervention windows
  7. 07Longitudinal trend dashboard
  8. 08Clinical-team review under Medical Director oversight
  9. 09Personalized protocol recommendation
FAQ

Frequently asked.

Begin your Biological Age Evaluation.

Three modalities. One Composite Biological Age Index. A clearer view of how you are aging and where to focus first.

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Patent-pending clinical-decision-support technology reviewed by a licensed team under Medical Director oversight. It is not an FDA-cleared diagnostic device or a substitute for physician diagnosis or treatment.