Snapshots
Months apart. The variables that define healthspan and lifespan trajectories live between visits.
You can’t fix what you can’t measure. So we built the measurement for geroscience.
Vibrome® reads the body’s biomechanical state — passively, over clothing, in ~10 minutes. Not a new assay. A new class of healthspan, lifespan, and longevity signal, captured longitudinally.
Explore the technology
Powered by Vibrome® signals
Geroscience has no map or periodic table.
There is no validated biomarker of aging. Every longevity claim therefore waits on disease, disability or death to settle the argument — three to five decades of waiting.
Downstream
Blood chemistry and imaging register the consequences. Once a marker moves, the biomechanical change that produced it has already occurred.
Population
A normal range says nothing about a departure from your own “song”.
The circularity
30–50 yrsNo surrogate endpoint without a long trial. No short trial without a surrogate endpoint.
The Vibrome® solution is a quantitative measure that moves and is interpretable on short, long and longer timescales.
Five orders of magnitude.
Four beyond human perception.
Medicine diagnoses by looking — wearables, CT, MRI. But imagine trying to understand a symphony by watching the orchestra with a camera. You would see the instruments. You would miss the music.
Below touch
0.05 – 2 HzRespiratory mechanics, ballistocardiography, gut motility
Below hearing
2 – 50 HzCardiac wall motion, tremor, motor-unit firing, joint loading
Within hearing
50 Hz – 2 kHzHeart sounds, breath sounds, crackles, wheeze, bruits
Within hearing
2 – 20 kHzVoice, cough, fine adventitious sound
Light
> 20 kHz + opticalUltrasound and beyond
Medicine sees anatomy. It rarely hears and feels physiology.
Healthspan is the integral.
Lifespan is the sum. Longevity is both.
Healthspan maximization and lifespan optimization are not two programs. They are one measurement read at two scales — integrated over an interval, or summed across a life.
Healthspan
How long the body stays at its own healthy baseline, free of illness. The longer normal functions stay stable and in balance, the longer each period of health lasts.
Lifespan
How many times the body recovers to its own baseline after illness or injury. Resilience is that capacity to restore stable function, and it weakens with age and repeated disease.
Longevity
How long each period of health lasts, and how many times the body recovers to start a new one. Frailty and death occur when it can no longer return to its own baseline.
Studying infectious disease over days, non-communicable disease over years, and maternal–fetal & degenerative disease development across decades of consequence lets us measure biology at three radically different speeds: fast shocks, slow erosion, and the earliest programming of lifelong reserve. Together they expose the full measurement challenge — healthspan is the integral of biological function over time, lifespan is the sum of time lived, and longevity is both.
The Vibrome® solution is a quantitative measure that moves and is interpretable on short, long and longer timescales.
Biology breaks mechanically before it breaks chemically.
Moving tissue radiates energy through a layered, pre-stressed body and out to the skin surface. Stiffness, damping and coupling shift before any blood assay or vital sign moves.
Decades of literature
Medicine has read the body's motion by touch and sound for centuries. Seismocardiography, ballistocardiography, gyrocardiography and forcecardiography made it measurable — and Vibrome® builds on all four.
Beyond what light can see
Hear the unheard. Feel the imperceptible. See the unseen. Vibrome® fuses synchronized, co-located sensors to capture the body’s mechanical signals across the skin surface, from sub-hertz breathing motion through the audible range.
Where the information is
The body produces mechanical signals across more than five orders of magnitude, from slow breathing below 1 Hz to ultrasound above 20 kHz. Conventional digital devices and human senses catch only part of this broad spectrum of health information. Vibrome® harvests and interprets the rest.
One equation. Five forces.
A score says something changed. The Vibrome® master-equation decomposition says which force moved — and therefore which intervention to test.
d𝒱/dt =
αF+βT+γC−δSage+εH
F
Flow
Airflow, blood flow, gut motility — what drives energy in.
TStructure
Tensegrity — how a pre-stressed body transmits it.
CTiming
Chronobiology — when the body is measured changes what it means.
SEntropy
Aging load — the drift that pulls the system off configuration.
HCoherence
Restoration — how far rhythms re-couple after a hit.
We model healthspan as a sequence of biological states, where sudden or gradual disease triggers push the body between health and illness while its accumulated repair capacity determines how well it recovers.
Flow drives the system.
Simulated illustration of how this term changes signal shape. Not measured data.
- Respiration
- Circulation
- Cardiac output
- Vascular shear stress
Structure shapes what travels.
Simulated illustration of how this term changes signal shape. Not measured data.
- Posture
- Tissue mechanics
- Body composition
- Tensegrity drift
Timing organizes everything else.
Simulated illustration of how this term changes signal shape. Not measured data.
- Circadian phase
- Sleep–wake
- Activity load
- Meals
- Recovery windows
- Stress
- Hormonal cycles
Entropy is disorder you can count.
Simulated illustration of how this term changes signal shape. Not measured data.
- Signal complexity
- Variability
- Loss of coupling
- Aging load
Coherence is recovery you can measure.
Simulated illustration of how this term changes signal shape. Not measured data.
- Cross-rhythm coupling
- Return to baseline
- Phase stability
- Resilience
d𝒱/dt =
+
+
−
+
The Vibrome® Master Equation is a conceptual framework to map and organize emerging music-of-the-body, not a clinical test. Each term is built from measurable biomechanical signals and is now being tested against established clinical outcomes.
The asset is not the sensor. It's the data corpus and the algorithms.
Longitudinal mechanical recordings spanning all three timescales of human disease, captured at clinical research centers. There is no public dataset to buy and no way to backfill the years.
The corpus20,000+
participants across six registered human trials, all passive acquisition.
The hardware2,500
imPulse® UNA units manufactured in the pilot run. FDA registered and listed, product code DQC.
The method5 forces
Sensor fusion, feature extraction and master-equation decomposition, indexed to time and context.
Why it compounds
Passive capture makes recording repeatable, so every subject can be re-measured. Every sample is indexed to time and context, so each new session deepens that person's own baseline rather than adding one more row.
Why it can't be bought
Mechanical biosignatures are not in any public repository. Building an equivalent corpus takes the hardware, the clinical sites and the elapsed calendar time — in that order.
What this does not establish: longevity is not a validated surrogate endpoint — for us or for anyone — and evidence for disease-state discrimination is not evidence for longevity measurement. No device-related adverse events have been reported to date. See the six trials, partners and regulatory status
Don't Panic! One number to watch. Five you can act on.
Ten minutes and a few clicks, over clothing, with nothing entering the body — safe to repeat several times a day. Milliways™ reads each recording in context through the Vibrome® master equation and shows one number to watch.
Milliways™ · illustrative view
Recording in context78/ 100
FFlowstable
TStructurestable
CTimingaligned
SEntropyrising
HCoherenceimproving
Signal quality: high · 26 of 30 nights captured · baseline over 41 days
Illustrative interface. Not a clinical result.
Accumulated Variance Age™
Distance travelled from your own history — not your position on a population curve.
MechanoResilience Score™
How far the signal moves, how fast it returns, how reliably the rhythms re-couple.
Differential aging reflects how quickly a person moves through these states. Chronological time passes at the same rate for everyone; biological aging speeds up when disease shocks exceed the body's reserve, and slows when repair capacity remains strong.
Eurhythmics™ is one instrument on the staff.
The same Vibrome® signal class runs across people, animals and machines. Each brand is a different instrument reading it.
Bring Vibrome® to your healthspan research.
Potential partners: please describe what you need to measure and which change keeps slipping past you.
- ~10 minper recording, over clothing
- 20,000+participants in the corpus
- 2 daysto a reply from our team
Research groups
Longitudinal biosignature patterns, with context on every sample.
Aging science
Response, recovery and coordination as measured dynamics.
Biotech & pharma
Intervention-sensitive endpoints — from decades to weeks.
Sport & occupational
Mechanical change around load, exertion and recovery.
Start the conversation
One field matters most: the last one. We reply within two business days.
Request received.
We'll reply within two business days with the research or partnership material that matches what you described.