ROOM  study-01 ● MONITORING CO₂ ppm HRV ms SINCE 06:00

Indoor air × the body

We see it before you feel it.

MoodAir links the carbon dioxide in a room to a person's heart rate variability, and tracks the two together, in real time.

MoodAir measures. It does not diagnose. It surfaces data and associations for a qualified professional to interpret.

one room · one person06:00
1000 ppm
Room CO₂
— ppm
HRV
— ms
Air state
Room CO₂ HRV (stress signal) CO₂ real shape · HRV illustrative
1000 ppm
where cognition starts to slip
15%
of monitored time a real room spent degraded
62,996
real readings analysed across two datasets
0
public datasets that pair CO₂ and HRV per person

The data gap

Real CO₂ data exists. Real HRV data exists. Nobody has joined them.

Indoor CO₂ crosses the level where cognition and decision making are affected in ordinary occupied rooms, every day. The body's stress signal responds. But no public dataset pairs the two for the same person at the same moment.

Several 2025 datasets now pair physiology with the indoor environment, which confirms the question matters. None include CO₂. Tap any dataset to see what it holds, and what it's missing.

Public datasetCO₂HRVBoth
UCI Occupancy Detectionyesnono
DigitalExposomenoyes*no
Shakir et al. 2025noyes*no
Baigutanova et al. 2025noyesno
MoodAiryesyesyes

*Inter-beat intervals are the raw signal HRV is derived from, not pre-computed HRV.

Live demo · real data shape

Scrub a real day. Watch the air cross the line.

This is not a canned animation. Drag the playhead through a real indoor CO₂ day. The readouts and the degraded-air flag update as you move, exactly the way MoodAir reads a space.

Time
06:00
CO₂
— ppm
HRV
— ms
air clear
06:00 → 22:00 · one occupied room · drag to explore

The science

Move the air. See what the body and brain do.

700 ppm
well ventilated
400800100013001500

Sources: Satish et al. 2012 (cognition near 1000 ppm, small sample, directional); Harvard CogFx (Allen et al.); bedroom CO₂ thresholds and cortisol per sleep-research guidance. Effects shown are associations, not diagnoses.

How it works

Three streams, one timeline.

01 / sense the air

Read the room

A small CO₂ sensor logs the air continuously, with timestamps, plus temperature and humidity as context.

02 / read the body

Bring the HRV

HRV comes from a wearable the participant already owns. No new device to issue. Sleep stage rides along too.

03 / see the link

Align and reveal

MoodAir lines them up on one timeline and shows whether a person's stress signal tracks their air, with the confounds controlled.

Who it's for, first

Built for the people already holding the wearable.

Researchers

Environment, finally in the data

Your participants already wear HRV devices. MoodAir adds the air they were in, per person, time aligned, exportable as clean CSV you can defend to a reviewer.

Clinicians

A modifiable lead you can see

See whether a patient's stress signal tracks their everyday air. It points to something you can change. The diagnosis stays entirely with you.

The evidence

We say only what we can defend.

Exhibit A · cognition

Around 1000 ppm CO₂, cognition and decision making measurably decline, levels reached in ordinary meeting rooms.

Satish et al., Environmental Health Perspectives, 2012 (n=22; directional)
Exhibit B · physiology

Lower HRV is an established marker of stress and autonomic load, associated with anxiety, depression and cardiovascular risk.

HRV autonomic literature; we treat HRV as response, not diagnosis
Exhibit C · the gap

The per-person link between CO₂ and HRV is not yet proven in everyday settings. That is exactly what MoodAir measures.

Coverage check across UCI, DigitalExposome, Shakir 2025, Baigutanova 2025

Researchers who engaged with MoodAir

Prof. Yuming Guo
Environmental health, Monash
Reviewed the concept and encouraged us to continue. Not an endorsement.
Dr. Sam McKay
Turner Institute for Brain & Mental Health, Monash
Shaped the experimental design: control the confounds, vary only the air.
Dr. Prerna Varma
Sleep research, Monash
Advised on context and validation, and pointed to bedroom CO₂ as the cleanest first study.

Pricing

Sold to teams, not to patients.

B2B and subscription based. We scope each engagement with you, which also keeps MoodAir clear of consumer medical claims. Pick a path.

Research pilot
Clinic
Enterprise / multi-site
From $0 / study
A research group running one study. Early reference pricing kept low to win the first named customers.
  • Sensor units on loan
  • The MoodAir platform
  • Per-participant CSV export
  • Context channels included

Tiers are proposed and being validated with researchers and clinicians. Willingness to pay is part of our customer discovery.

How we stay honest

The guardrails are the product.

Measures, does not diagnose

Every view shows data and associations for a professional to interpret. No diagnostic claim, which keeps MoodAir clear of medical-device regulation.

Confounds controlled

A raw CO₂ to HRV correlation is noisy, so we capture context, temperature, noise, sleep stage, and vary only the air. Advised by Monash researchers.

Privacy by design

Sold to professionals who manage consent and ethics. Data minimisation and clear handling terms. Ethics approval before any clinical pilot.

The gap is the honesty

We do not pretend the link is proven. The missing dataset is the reason MoodAir exists, and the reason it collects rather than claims.

See it before they feel it.

If you run studies or see patients, and you have always wondered what the air was doing, let us show you on your own data.

Get in touch