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Heat Flux Wearables: The Missing Signal in Metabolic Health

Learn how Vire Clip uses heat flux and 24/7 body temperature tracking to explore metabolism, hormonal timing, energy expenditure and menopausal hot flashes.

  • Written byGabriel Kolanen
  • ExpertAntti Immonen
Published
Updated
Reading time
6 min
A woman in a white top wearing the Vire Clip.
Science behind Vire

Your body is producing and losing heat every second of your life. It is one of the most information rich things about you, and consumer health technology has very largely ignored it.

The first generation of wearables taught us to count steps, stage sleep, read a pulse, estimate blood oxygen and take a skin temperature. All useful. All measured from the wrist or the finger, and all built on two sensing ideas: optical heart rate and motion.

Heat was left out, which is strange, because heat is where the metabolism actually shows itself. Every process that keeps you alive produces it, and all of it eventually leaves.

~10years of research into heat production in the human body
3sensing categories the waist opens up, beyond pulse and motion
24/7continuous wear, which is what makes a rhythm readable
01 · The wrist

A physiological brick wall

Around 2019, Antti Immonen and his team built a MEMS heat flux sensor, a micro-electro-mechanical device designed to read the precise amount of heat leaving the skin. Then they tried to put it on a watch and a ring, and ran into the body itself.

Measurement of heat seems to be possible but difficult on the hands.Antti Immonen

Hands and wrists are the body's radiators. They are also the most exposed part of you, waving through cold air, resting on a warm desk, in and out of pockets. Immonen describes the result as constant potential disturbing signals, chief among them environmental dependency.

Put plainly: a good deal of the time, a wrist sensor is telling you about the room rather than about you.

Turn your phone sideways to compare the two.

ON THE WRIST AT THE WAIST ambient air movement in and out of a sleeve under clothing, close to the core

The same physiology, two places to read it from. The signal at the waist is not merely cleaner. It is continuous, which is what makes a rhythm legible at all.

So the team moved the sensor to the waist. Not because the waist is fashionable, but because it is central, close to the core, and stays covered. A device that stays covered stays on, and a device that stays on produces an unbroken line.

02 · The physics

What heat flux actually is

Heat flux is the flow of thermal energy out of the body and into the world around it. It is not the same as temperature. Temperature tells you the level; flux tells you the rate at which heat is leaving.

This matters because of an awkward fact about exercise. When you work hard, most of the energy you burn does not become movement.

When you are exercising, roughly 80 to 85 per cent is heat production, and only 15 or 20 per cent of the calories you burn actually goes into motion and work. The rest of it is all the time going to the environment.Antti Immonen

Turn your phone sideways for the full bar.

THE ENERGY YOU BURN about 85% leaves as heat 15% work the part most wearables never see the part they estimate A watch infers the small slice from your pulse. Heat flux reads the large one directly.

Proportions are indicative and vary with effort, fitness and conditions. The point is the ratio, not the decimal place.

In a laboratory, measuring that heat as it dissipates is how metabolism is assessed properly, inside a sealed calorimetric chamber. What the waist offers is not a chamber. It is a set of measurement points on the skin where that flow can be read continuously, while you get on with your day.

A cutaway of the Vire Clip against the skin, showing the humidity sensor, infrared temperature sensor, skin temperature sensor and multi-wavelength PPG, with heat flux flowing away from the body.

Those measurement points, in one picture. Heat leaving the skin, the moisture it carries with it, and the temperature on either side of that flow, all read from the same place and all read continuously.

03 · The clock

Temperature has a shape, and the shape has a schedule

Your body runs on rhythms that took a very long time to evolve and which do not care much about your calendar. Cortisol climbs before you wake. Melatonin arrives in the evening. Temperature does not measure either of those, but it moves on the same clock, so its shape tells you when your own day is actually turning.

When is the likely onset time of your cortisol awakening response, and what is the onset of your melatonin in the evening.Antti Immonen

He describes continuous temperature as the most comprehensive non-hormonal proxy to those signals. Non-hormonal is the important half of that phrase. Nothing here is a hormone measurement. It is a curve whose turning points tend to line up with them.

Turn your phone sideways for the whole day.

22:0004:00 10:0016:0022:00 the low point the morning ramp cortisol is climbing too the descent melatonin is arriving

An illustrative day, not exported data. The value is in where the turns fall, because those are the moments your own schedule can be built around.

Each of us has a slightly different version of this, and the same person has more than one. The shape of a night shifts with where you are in a longer rhythm as well as a daily one.

A chart of average nightly body temperature measured by the Vire Clip, comparing the follicular and luteal phases of the menstrual cycle, each with its spread, beside a woman wearing the Clip at her waistband.

Average nightly temperature from Vire Clip wearers, follicular against luteal, with the spread around each. The same descent, the same climb, sitting at a different level. Group averages rather than any one person's record.

Knowing the tempo of yours is what lets you put the demanding things where your body is already climbing, and the quiet things where it is already coming down. Working with the rhythm rather than against it.

04 · What comes next

Widening the base

For more than a decade, wearables have rested on two measurements: light through the skin for pulse, and accelerometers for motion. Everything those devices tell you is built on that pair, which is also why so many of them tell you such similar things.

Our argument is that the next step is not a better algorithm on the same two signals. It is more signals.

Turn your phone sideways for both rows.

THE USUAL BASE optical heart rate light through the skin motion accelerometers WHAT THE WAIST ADDS thermodynamics temperature, heat transfer kinematics orientation and posture mass transfer humidity and vapour

Not a better version of the same wearable. A wider base to build on.

Thermoregulation is one of the least continuously measured processes in the body, and that gap is the interesting part. It is also where the research goes next, including how thermoregulation changes across midlife, an area with far less continuous data behind it than it deserves.

There hasn't been a continuous measurement of the thermoregulation processes.Antti Immonen

That is a statement about what has not been measured, not a claim about what we can tell you. We are at the beginning of it, and we would rather say so.

In closing

A long craftsmanship project

Turning raw heat flux into something that changes what you do on a Tuesday is, in Immonen's words, a long craftsmanship project. The sensing is the part we have spent a decade on. Making the output worth opening is the work in front of us, and the people testing the Clip have been extremely clear that this is where the effort belongs.

The Vire Clip launches in November 2026. What it offers is not a new score. It is a signal your body has been broadcasting your whole life, that nobody has been close enough, or covered enough, to read all the way through.

Expert: Antti Immonen. Writer: Gabriel Kolanen. Published June 2026, revised September 2026.

The Vire Clip is a consumer wellness product. It is not a medical device, and it is not designed or intended to be used for fertility or conception analysis, or for the diagnosis, prevention, monitoring, treatment or alleviation of any disease or condition. Figures in this article are illustrative of the physiology described rather than exports of any individual's data.

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