Your wearables plus your bloodwork. One trend line.

Longevity-minded tracking pulls from three silos at once — wearables for daily biometrics, lab panels for biomarkers, a smart scale or DEXA for body composition. Omnio puts all three on one timeline so you can watch them move together across years.

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The problem

People who take the long view of their health tend to collect three kinds of data at once. There are the daily streams from a wearable — HRV, resting heart rate, sleep stages, workouts. There are the quarterly or annual lab panels — ferritin, apoB, HbA1c, hsCRP, fasting insulin, thyroid, vitamin D, and dozens more. And there is the body-composition layer — a DEXA once or twice a year, a smart scale every week, maybe a face photo now and then. The problem is that almost no product reads all three at once. Wearable apps show the last seven days of HRV and stop there. Lab portals give you a PDF of the most recent panel with a reference range next to each marker and no trend across years. Smart-scale apps plot weight and body-fat percentage but cannot see your ferritin or your VO2 max. If you want to see how apoB moved as your training changed, or how ferritin tracked with nightly deep sleep across six months, you are reduced to screenshotting and spreadsheets. Omnio is a unification layer on top of the sources you already use. It does not extend lifespan, reverse aging, or tell you when you will die. It puts your wearables, your bloodwork, and your body-composition data on one timeline so you can look at the long view yourself, and show it to a clinician who can interpret it.

How Omnio solves it for you

One score that reads wearables, labs, and body comp together

Omnio's composite scores take inputs from whichever streams you have connected — HRV and resting heart rate from a ring or watch, key biomarkers from your bloodwork, weight and body-composition trends from a DEXA or smart scale — and surface them as a transparent daily view. Every contributor is clickable down to the raw sample. No opaque 'longevity index', no outcome promise attached to the number.

40+ biomarkers on a multi-year timeline

Omnio ingests 40+ distinct biomarker slugs from uploaded lab panels — lipids (apoB, LDL-P, HDL, triglycerides), glucose regulation (HbA1c, fasting insulin, HOMA-IR), inflammation (hsCRP, ferritin, homocysteine), thyroid, sex hormones, vitamins, and more. Every result lives on the same timeline as your wearable data, so you can see how markers moved as your training, sleep, or weight changed over years, not quarters.

Body composition, tracked the right way

DEXA for lean mass and visceral fat, a smart scale for weekly body-weight and impedance-derived body-fat trends, optional caliper measurements on top. Omnio lands all three methods on one chart so you can watch the trend, not obsess over a single reading, and overlay body-composition drift against training load, bloodwork shifts, and sleep quality.

Face Age as a photo-based estimator

Upload a face photo and Omnio runs the MiVOLO v2 model to return an age estimate from the image. This is a photographic estimator, not a clinical biological-age measurement — useful as a longitudinal visual trend alongside your other data, never as a diagnosis or a substitute for medical assessment. Lighting, pose, and expression all affect the result, and Omnio is explicit about that.

What that looks like

  • Tracks 40+ biomarkers from uploaded blood panels alongside HRV, sleep, and body composition trends — one timeline for every source.
  • Face Age estimates from photos land on the same chart as your biomarker and wearable trends — framed as a visual estimator over time, never as a medical biological-age number.
  • Years of data across wearables, labs, and body composition on one view — look at how ferritin moved as your training load changed, or how apoB tracked with weight and sleep over eighteen months.

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Questions

What is a biological age score and how does Omnio estimate it?

There is no single agreed-upon biological age number — different methods (epigenetic clocks, lab-panel indexes, face-photo models) give different results and are useful for different reasons. Omnio offers a Face Age estimator powered by the MiVOLO v2 model, which predicts age from a face photo. It is a photographic estimator, not a clinical measurement, and Omnio presents it as a longitudinal visual trend rather than a definitive number. Omnio does not claim to reverse, slow, or predict aging — the estimator is one data stream among many.

How many biomarkers can Omnio track?

Omnio ingests 40+ distinct biomarker slugs from uploaded lab panels, covering lipid markers (apoB, LDL-P, HDL, triglycerides), glucose regulation (HbA1c, fasting insulin, HOMA-IR), inflammation (hsCRP, ferritin, homocysteine), thyroid function, sex hormones, vitamins, and more. The exact set depends on what your lab panel includes — Omnio parses what is present and stores each marker on the same timeline so you can see trends across panels over years.

Do I need to use a specific lab or testing service?

No. Omnio is lab-agnostic and works with any standard blood panel that reports numeric results against a reference range. Upload a PDF or a structured export from Quest, LabCorp, InsideTracker, Function Health, a hospital lab portal, or a home test kit — Omnio parses recognised biomarker names and stores the values. If a marker is not recognised you can log it by hand. Use whichever lab your clinician or your schedule prefers.

Can Omnio predict my life expectancy?

No. Omnio does not predict life expectancy, mortality risk, lifespan, or healthspan, and we do not intend to build that feature. Those predictions require population-scale actuarial models and validated clinical inputs that are well outside the scope of a personal data-unification tool. Omnio is a longitudinal viewer for the wearable, biomarker, and body-composition data you already generate. What that data means for your own long-term health is a conversation for you and a qualified clinician, not a number Omnio will ever surface.

Does the Face Age feature tell me my real biological age?

No. Face Age is an estimator built on the MiVOLO v2 computer-vision model, which predicts age from a face photo. It is not a clinical biological-age measurement, it is not an epigenetic clock, and it is not validated for medical decision-making. Results are affected by lighting, camera angle, expression, makeup, and many other photographic factors, and Omnio surfaces those caveats next to every estimate. Treat it as a visual trend across photos over time, not a ground-truth number about your body.

How does Omnio avoid spurious correlations between biomarkers and lifestyle data?

With enough streams and enough time, some things will always look like they line up by chance. Omnio's analytics engine applies minimum-sample thresholds, effect-size filters, and multiple-comparison adjustments before any cross-metric pattern is surfaced, and every correlation card links back to the underlying sample count and time window so you can judge for yourself. We wrote up the full method in a post called 'How We Avoid Spurious Correlations in Health Data' — linked at the bottom of this page.

Can I use Omnio instead of talking to my doctor?

No. Omnio is not a medical device, is not FDA-cleared, and does not diagnose, treat, or interpret any condition. It is a data-unification layer that makes your own wearable, lab, and body-composition data easier to see across years. Any decision about what a biomarker trend or a composite score means for your health belongs with a qualified clinician — ideally one you can show the underlying data to. Omnio's export lets you share raw streams on request.

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