Health Check Plus · In development

A fuller picture,
not a single reading

A few days of everyday wearable data, analysed with AI, so that a GP sees more than one moment at a routine health check.

In development, not yet available

Health Check Plus is a research and development programme at ai571 Labs. It is not released to patients or practices, and no clinical claims are made for it. We plan to begin small-scale trials in 2027.

Health Check Plus is a separate ai571 Labs programme. It is not part of Demal 365 and shares no data with it.

The idea

One moment tells you less than a week

A health check usually captures a single set of readings, taken in a surgery on one particular day. Much of what matters to a clinician shows up as a pattern over time: how the body behaves through ordinary days and nights at home.

Health Check Plus explores how an affordable smartband or smartwatch, worn by the patient for a few days around a routine GP health check, could capture that pattern. AI then analyses the trend data and presents it to the clinician as a clear summary, with anything unusual highlighted for their review.

The aim is to help clinicians spot potential health issues earlier, with a better picture of the patient than a single reading can give.

  • Vital signs and trends. Heart rate, blood oxygen and temperature, captured through the day and night.
  • Sleep and activity. How the patient sleeps and moves across the wear period.
  • A short daily check-in. A few simple questions each day about how the patient feels, including fatigue and pain on a one to five scale.
  • AI trend analysis. Patterns across the days, with unusual trends or potential concerns flagged for a doctor to assess.
  • Everyday devices. Familiar, non-invasive wearables that are simple to use.
How it could work

From the practice, to home, and back to the clinician

The patient and their GP stay at the centre. The technology gathers and organises the information; the clinician interprets it.

  1. GP practice

    At the health check

    The patient agrees to wear a smartband at home for a few days, and is shown how to use it.

  2. At home

    A few ordinary days

    The band records vital signs, sleep and activity. A short daily check-in asks how the patient feels.

  3. Securely

    Sent securely

    Readings and check-in answers are sent securely to the Health Check Plus platform.

  4. AI analysis

    Trends, not snapshots

    AI looks across the days for patterns and unusual trends, and prepares a clear summary.

  5. Clinician review

    The doctor decides

    The GP sees simple charts and any flagged trends, and decides what, if anything, happens next.

The follow-up conversation with the patient is informed by days of data, not one reading.
How Health Check Plus is intended to work. The service is in development and the process will be shaped with clinicians.
What the clinician sees

Clear, simple, for the doctor to judge

The dashboard is designed for a busy practice: a short summary for each patient, simple charts across the wear period, and anything unusual placed at the top.

A flag means “worth a look”, nothing more. Health Check Plus does not diagnose, and it does not decide. The clinician reviews the data, applies their own judgement, and talks it through with the patient.

Illustration only. Not a real patient, not real readings and not a finished design.

How we are building it

The principles we are working to

The clinician decidesHealth Check Plus highlights; it does not diagnose or treat. Every flag is for a health professional to review and act on as they see fit.
Consent firstPatients choose whether to take part, know what is collected and why, and can stop at any time.
Data protection by designWe are aligning Health Check Plus with UK GDPR, the Data Protection Act 2018 and the rules for health software, collecting only what the clinician needs.
Built with professionalsWe are working with health professionals on the AI process, so it fits how practices work and gives them information they can use.
Everyday devicesAffordable, familiar smartbands and smartwatches, worn for a few days, with no invasive procedures.
Trials before releaseHealth Check Plus will not be released publicly until small-scale trials, planned from 2027, have shown how it performs in practice.
Work with us

We are looking for partners

We are actively seeking partnerships and input from health organisations, GP practices and primary care networks, and medical professionals to help develop Health Check Plus, shape its trials and make it useful to clinicians in everyday practice.

Talk to us about Health Check Plus Back to Solutions