Four tiers, one wearable

AEGIS Protector is the everyday wrist guardian; AEGIS Health adds non-invasive glucose, SpO₂ and ECG for continuous monitoring; AEGIS Clinical is the same engine on the hospital desktop; AEGIS Emotional reads stress, arousal and recovery from the body’s autonomic signals. One detection engine, several faces — read each one below, and launch its live interactive demo from its page.

Lifestyle

AEGIS Protector

The everyday wearable: it learns your normal, catches the earliest electrical signs of a heart attack — the K-wave — before you feel a thing, with graded audible alarms and a silent personal-safety mode.

Explore AEGIS Protector
Clinical

AEGIS Clinical

The hospital-desktop sibling: the same engine on a population-referenced Cardiac-Ischaemia NDI, where one clinician watches every patient at once on a shared danger scale. Validated on 66,951 physician-labelled ECGs across two independent datasets.

Explore AEGIS Clinical
Health Monitoring

AEGIS Health

The continuous-monitoring tier: non-invasive glucose from an infrared sensor — no lancet, no strip — plus SpO₂ and a paired 4-lead Bluetooth ECG. A damped-oscillator glucose model yields a dimensionless diabetic index, and one adaptive engine learns your body. Two live 3D demos.

Explore AEGIS Health
Emotional

AEGIS Emotional

The psychophysiological tier: a daily electrode band reads stress, arousal, cognitive load and recovery from skin conductance, HR/HRV, temperature and motion. One adaptive grey-zone engine learns your calm and defers to a human when unsure — shown on a live human-face Sentinel.

Explore AEGIS Emotional
A smartwatch on the wrist streaming a live ECG to a hospital bedside monitor in the background

Everyone, everywhere — woven through daily life

Monitoring shouldn't end at discharge, or begin only once someone is already in a bed. The people who need watching most are often the ones furthest from a machine: the elderly living alone, the chronically ill recovering at home, a patient lying in bed with nothing but a phone and a watch on the nightstand. A wearable meets them where they are — awake, asleep, at home, at work — and never looks away. The reach is only limited by who can wear a small device, which today is very nearly everyone.

Closer to you than your phone. In a world where more people feel alone, nothing stays nearer than the device on your body — worn through the day, through the night, through the moments that matter. You put your phone down; your AEGIS is always with you.
An elderly person resting at home, a smartwatch glowing on the wrist and a phone glowing on the nightstand

How the technology works — honestly

🧠

Learns your normal

It builds a personal baseline and keeps adapting to your lifestyle — so it knows what healthy looks like for you, per activity, not an average stranger.

🏃

Knows what you're doing

It recognises and blends your activities — rest, walking, exercise, sleep — and judges you against the normal for what you're doing now. A high heart rate at the gym isn't a false alarm.

🔎

Anything-not-normal is flagged

Because it learns normal, it catches any departure — a novelty-detection approach (one-class SVM / SVR) — not just a short pre-programmed list of diseases.

Early cardiac warning — the K-wave

A dedicated channel watches for the J-wave / Osborn "K-wave" and ST changes — among the earliest electrical signs of an impending heart attack — before symptoms are felt.

🙋

Human-in-command

It flags; a clinician decides. It improves through governed retraining, never silent self-adaptation — the AEGIS discipline across every system.

🛡️

Beyond the heart

Because it's on the body and always on, it can carry personal-safety functions too — including a silent duress mode for a robbery or a threat.

The models behind it are the interpretable Support-Vector family the AEGIS programme favours — SVM, Nu-SVM and SVR, extended with adaptive membership weighting — and every number that matters is measured subject-independently (the same person is never in both training and test), so the figures are honest rather than flattering.

One application among many — the hospital station

The real aim is to keep you out of hospital in the first place — pre-emptive detection woven into daily life, catching trouble early enough that it never becomes an emergency. That is exactly why the hospital is a secondary application, not the point. But if you do end up in a ward, the same device follows you in: your AEGIS is still with you. A hospital bay today is defined by the machine beside the bed — ECG, SpO₂, respiration, blood pressure, wired to a patient who can’t move far from it. If the everyday device a patient already wears captures those same signals and has learned what’s normal for them, it simply delivers its stream to the ward’s existing desktop monitoring system — the multi-parameter display clinicians already trust — no separate box bolted to the bed.

Wearable in, hospital station out. The same detection engine drives two faces: a consumer wearable view and a clinician-grade bedside monitor — green ECG, respiration, SpO₂ pleth, and live HR / NIBP / SpO₂ / RR — from one signal source. Fewer boxes per bed, the same clinical picture.
A clinician watching a desktop multi-parameter monitor showing ECG, respiration and pulse waveforms
System
AEGIS Wearable Cardiovascular Augmenting System
Signals
ECG, PPG (HR / SpO₂ / perfusion), heart-sound (PCG), accelerometer — read in parallel
Method
Learn-normal novelty detection · SVM / Nu-SVM / SVR with adaptive logic · subject-independent
Faces
Consumer wearable + clinician-grade bedside monitor, one engine
Governance
Human-in-command · governed retraining · honest metrics
Stated plainly, so it stays credible. This is a feasibility demonstration of the engine, built and validated on open research signals — not a certified medical device. Turning the K-wave early-warning into a device that calls an ambulance on a real cardiac event requires labelled clinical data and regulatory validation. The wearable flags; a human, and in time a certified pathway, decides.

Why it matters

The instinct behind AEGIS is to augment, never replace — to put a quiet, honest layer of intelligence between a person and the moment something goes wrong, and to keep a human in command of what happens next. A wearable that learns you, watches in parallel across every signal, and can hand a clinician-grade picture to the ward is that instinct made concrete: real-time protection, cardiac and personal, that learns, adapts, and never looks awayalways with you, every day, every moment.

📬 Get new-app alerts Contact us