Vytalo
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HOW VYTALO WORKS

Your health.
One connected view.

Device readings, medicines and human support. Together, so the next step feels clearer.

Health coach & dietitian dashboard

Explore the planned experience with fictional data.

Open the interactive dashboard
CONNECT

Bring device readings and health records into one place.

  • Glucose & wearables
  • Medicines & reports
  • Your sharing choices
ONE SERVICE, TWO VIEWS

Clarity for you.
Context for your team.

A clear day, with someone to turn to.

See your connected devices, recent patterns, medicines and next check-in.

  • Know when your readings last synced.
  • Keep records and reminders together.
  • Bring a question to your care team.
TodayConcept · fictional

Hello, Margaret

One step at a time.

Your agreed focusKeep a note of how you feel after lunch.

We’ll talk it through at your next check-in.

Your health recordGP letter added · awaiting review
Next coach check-inThursday, 10:00 · example appointment
STEP BY STEP

A person beside you, from the start.

Select a step to follow Alice’s journey.

ALICE’S JOURNEY / 01

Share what matters

Alice shares her condition, medicines, goals and daily routine, then chooses what to share with her support team.

Behind the scenes

A coach checks preferences and offers assisted setup.

Explore activity, medicines & chat
A PATTERN, THEN A CONVERSATION

Less data to decipher.
More context to discuss.

Simple summaries show what changed. Your coach asks what was happening in your life before agreeing a next step.

Clear rules and human review first. Predictive AI is a future research goal.

Illustrative glucose summary · 14 days
  • In range 82%
  • Above 16%
  • Below 2%

The next question“What has changed in your routine this week?”

Fictional data, not a Vytalo outcome or a personal target.

THE CHECKS BEHIND THE SUMMARY

A reading starts a review.

The initial design puts data quality and human judgement first.

  1. 01

    Check the picture

    A rolling 14-day glucose view needs at least 70% of readings for a calculated review score.

  2. 02

    Put safety first

    Safety flags take priority. Gaps mean no calculated score; serious observed events still need review.

  3. 03

    Review with a person

    A coach or dietitian checks the reason and context before guidance reaches you.

Glucose leads the review. Sleep, activity and your notes add context. Green, Amber and Red indicate review priority, not a diagnosis or a percentage chance of disease.

Read about safety and individual care needs
PREPARE FOR YOUR NEXT APPOINTMENT

A useful summary.
A clearer conversation.

The planned 14-day report brings recent patterns and support into one document you can choose to share with your GP.

Reports come first in the roadmap. Direct NHS connections and a clinician portal are later plans, subject to agreements and assurance.

Explore the care-sharing roadmap
YOUR 14-DAY SUMMARY

Planned report contents

  • Patterns and data gapsGlucose time in range, highs and lows, plus wearable context.
  • Medicines and changesReported updates, dated records and what still needs checking.
  • Support and follow-upCoach notes, agreed actions and reasons for further review.

Sharing follows your permissions and an agreed care pathway.

Care homes first

Resident observations, medicines and readings together. A named reviewer records the next step for the following shift.

Life at home

Support around work, family and changing routines, with guided setup, larger text and optional help from a trusted person.

Planned support for people at home and in care homes. Family or carer access needs permission or an appropriate lawful arrangement.

Explore what matters to you.

Device updates, prescriptions & messaging
BETWEEN CHECK-INS

Your latest activity.
Your medicines. Your conversation.

The planned experience brings device updates, prescription records and messages into the same picture, so your team has more context when they review your care.

DEVICE UPDATES

A recent view of your day.

With your permission, your coach could see your latest heart rate, activity and glucose readings from compatible devices, alongside longer-term sleep and activity patterns.

Simulated device feed
76 bpmLatest heart rate
3,240Steps today

Sample last updated 2 minutes ago · Recorded during light activity

Live or near-real-time updates are a future goal where a device and its connection support them. Other devices sync periodically. Every signal should show its measurement time and last sync; delayed data must be clearly labelled.

Terra is a proposed connection layer. Compatibility and refresh rates still need verification. A recent reading does not mean a professional is watching continuously.

PRESCRIPTION CONTEXT

Keep your GLP-1 record together.

Add the medicine name, prescribed dose and units, schedule, prescriber and prescription date. You could also record when a dose was taken and any symptoms to discuss.

Try a fictional prescription record

Fictional entries only. This form does not issue or change a prescription.

The coach sees the medication context and verification status. An authorised clinician confirms prescription changes. The app would never recommend a dose increase or a replacement dose on its own.

STAY IN TOUCH

Leave a message when your clinician is offline.

Send a non-urgent question whenever it suits you. The planned service keeps it in the conversation for the assigned professional to review when available, with clear sent, delivered and read states.

A coach could help with routine questions within their role and route clinical questions to the appropriate professional. Availability, service hours and expected response times would be shown before you send.

Messages are not monitored continuously. Do not wait for a chat reply for urgent concerns; use your usual urgent-care route. No automated clinical answer replaces a clinician.

Your clinical teamOffline · demo

Leave a non-urgent question for review when the team is available.

No professional receives these messages. Demo entries disappear when you leave or reload.

Future planned services* · explore the roadmap
FEATURE EVOLUTION

How Vytalo could grow with your care.

Seven planned capabilities for integrated diabetes and metabolic care, organised around the people using them.

* Future planned services · These capabilities require development, testing and the relevant clinical and partner arrangements.

Planned capability · 01 / 07

HD video consultations

Discuss your health with the right person, with your recent information close at hand.

THE STARTING POINT

General telemedicine video calls.

THE VYTALO DIRECTION

Secure video sessions inside Vytalo with matched diabetes coaches, dietitians or specialists. The aim is to keep consultations in the app, without moving to Zoom or WhatsApp.

Explore the coach view ↗Follow the journey ↗
How this fits the roadmap

The sequence below starts with reliable records and human review, then tests the service with people before adding more complex integrations, prescribing and predictive support.

Explore the development roadmap
How we plan to support access, safety & development
A FOCUSED START

Connected support.
Two settings. One human approach.

Care homes are our first priority, alongside a separate consumer pathway for life at home.

INITIAL PRIORITY

For care-home teams

Bring resident observations, device readings and medication context together. Give each review a named professional and record the next action so responsibility stays clear across shifts.

A clearer picture for each resident.
A documented next step for the team.
LIFE AT HOME

For people & families

A separate consumer pathway, with midlife adults as a core audience. Connect everyday health information with coaching and nutrition support that fits around work, family and changing routines.

Practical support for everyday life.
Your goals and preferences at the centre.
IN PRACTICE

A clearer handover.

Illustrative care-home example

  1. 01
    Notice a change

    Staff record a resident’s change in appetite.

  2. 02
    Review the context

    The assigned reviewer checks glucose and medication information.

  3. 03
    Record the next step

    The team records the agreed action, its owner and follow-up.

Initial care-home participation requires a suitable resident cohort, an engaged clinical lead, consent or an appropriate lawful arrangement, and staff capacity. Vytalo is intended to sit alongside existing care records.

02 / VYTALO HEALTH

The whole picture, with permission.

A reading becomes more useful when the care team can see its source, your medical history and what was happening in your day.

Planned connections

Glucose & wearable signals

Compatible CGM data, activity and sleep arrive through approved device connections. Device availability and access agreements determine what can connect. CGM use depends on individual clinical suitability.

Upload first · integrations later

Doctor & diagnostic records

GP letters, HbA1c and other lab reports join a dated health timeline. A reviewer checks the source and extracts relevant context. Structured sharing and GP Connect are future integration goals, not live NHS connections.

Proposed record workflow

Prescriptions & medication history

Record prescribed medicines, including GLP-1 medicines, dose and units, schedule, prescription date, prescriber and reported changes. Keep patient-entered details separate from verified records. A qualified professional reconciles discrepancies; Vytalo does not change doses.

Planned daily record

The context only you can add

Meals, symptoms, wellbeing, goals and coach notes help explain a pattern. Blood-pressure monitoring needs actual validated BP measurements; a smartwatch sleep or stress score is not a substitute.

COLLECTSource + date + consent

Make missing or stale information visible.

REVIEWA shared health timeline

Check context and resolve conflicting records.

SUPPORTAn agreed next step

Record the decision, its owner and follow-up.

Electronic prescribing is a future capability described in the features deck. It would require authorised prescribers, verified identity, prescribing governance and an auditable service before release.

How a pattern reaches a person

The initial design reviews a rolling 14-day glucose window, checks data completeness, then applies safety and priority rules. Labelled Green, Amber and Red categories help professionals organise review; they are not diagnoses or a guarantee that someone is safe. Missing data stays visible. Human review comes before patient guidance.

Nutrition closes the loop: a dietitian considers the person’s condition, medicines, preferences and circumstances, agrees suitable food changes and reviews what happens afterwards. Partner meal services remain a proposal, not a confirmed delivery offer.

AI & HUMAN SUPPORT

Help the team see what deserves a closer look.

Our aim is for AI to help make sense of changes across glucose, sleep and activity, giving the care team a clearer starting point for a conversation. It would support their judgement, with a person reviewing the context before guidance reaches you.

Notice changes over time

The planned AI would look for patterns across several days, such as a change in glucose alongside less activity. The goal is to highlight a developing pattern that deserves attention, rather than react to every isolated reading.

Understand your usual pattern

We aim to help the team see when something differs from your recent routine. They can then ask what has changed in your life, check relevant health records and decide whether any support is needed.

Explain what prompted a review

A useful flag should come with a simple explanation: which signals changed, over what period, and where information is missing. It should give the reviewer questions to explore, not just a score.

Keep the next step human

Your coach or clinician would review the pattern alongside your circumstances and agree what happens next. AI would not diagnose you, change a prescription or make a care decision on its own.

What that could look like

Imagine Alice’s sleep and activity have changed over several days, alongside her glucose pattern. A future AI tool could bring those changes to her coach’s attention. The coach asks about her week and learns she has started working night shifts. Together, they agree a practical next step, involving a clinician if there is a medical concern.

Illustrative future scenario. A pattern suggests a question; it does not establish a cause.

Development pathway: clear rules and human review first. Predictive AI would be introduced only after testing with suitable data and clinical oversight; it is not active in this demo.

WHAT YOUR REPORT COULD TELL YOU

Less guesswork.
More useful context.

What changed? What might be relevant? What can I discuss next?

Your report is designed to summarise trends over an appropriate period, with an explanation behind each indicator. It should help you prepare for a conversation, without overwhelming you with raw readings.

A health indicator describes a tracked pattern. It is not a diagnosis, a disease prediction or a numerical risk score. If data is insufficient, that should be clear too.

ILLUSTRATIVE REPORT · NOT PERSONAL RESULTS

Your patterns, explained

Stable

Tracked patterns are within the expected support range. Continue your agreed plan and check-ins.

Needs attention

A pattern has changed or needs a closer look. Review the context with your support team.

Review recommended

A pattern should be reviewed and, where appropriate, escalated to a suitable professional.

A useful next step
Bring your questions, recent routine changes and agreed goals to the conversation.

Routine reports are separate from urgent-safety pathways. Vytalo is not an emergency monitoring service; follow your existing care plan and device safety guidance.

04 / VYTALO HEALTH

Different lives. Support that can adapt.

Vytalo’s segmentation plan spans early adulthood, midlife and older age. These illustrative journeys show intended benefits, not proven clinical outcomes.

EARLY ADULTHOOD · 25–44

Make habits easier to understand.

Alex wants to understand how work, meals and sleep fit together. An agreed plan and regular coaching can make everyday goals more manageable.

The focus

Useful routines and health confidence. Wearables can add context without labelling someone with a condition.

MIDLIFE · 45–60

Fit support around a full life.

Alice is balancing work, family and recently diagnosed type 2 diabetes. She brings her GP summary and goals to a coach, then reviews patterns and food choices with the right professional.

The focus

One connected picture, realistic actions and better prepared clinical conversations.

OLDER AGE · 60+

Keep independence at the centre.

Margaret wants fewer screens and a familiar person to contact. Assisted setup and a simpler daily view help her bring questions and an up-to-date medication history to her care team.

The focus

Confidence, continuity and optional family support with explicit permission. Goals remain individual.

05 / DESIGNED AROUND REAL PEOPLE

You shouldn’t need to be confident with technology.

The planned service must work for people who need more time, larger text, practical help or a less reliable connection. Age alone does not define someone’s abilities.

Accessibility commitments below are development requirements. They still need testing with older adults and people with low digital confidence.

A person helps you begin

Guided device setup, a clear first action and a proposed assisted contact route when the app feels difficult.

Clear, forgiving screens

Large touch targets, scalable text, screen-reader support, plain language and status labels that do not rely on colour.

Support on your terms

A proposed helper or carer role with explicit consent and limited access. Sharing should be revocable, without sharing passwords.

Plan for connection gaps

The features roadmap proposes offline logging and notes with visible sync status. Offline readings must never imply that a care team has received them.

06 / VYTALO HEALTH

Useful to the person. Accountable to the community.

The aim is to make support between appointments more accessible, while testing whether it delivers real value.

People & families

Less fragmented information, more confidence asking questions and support adapted to food preferences, daily routines and digital ability.

Care teams

Structured summaries, recorded follow-up and a clearer view of context. Any reduction in workload must be measured in practice.

Community partners

Explore referral routes with coaches, pharmacies and primary care. Care-home pilots and community services need evidence, clear responsibilities and safeguarding arrangements.

What a pilot should measure

Setup completion across age groups · engagement and retention · patient confidence · care-team time · safe follow-up · clinically agreed outcomes.

Cost savings, fewer admissions and improved clinical outcomes are evaluation goals, not demonstrated Vytalo results.
07 / VYTALO HEALTH

Build trust before adding complexity.

A proposed delivery sequence based on the technical evidence and readiness documents. Progress depends on evidence and sign-off, rather than promised launch dates.

1
FOUNDATION / CURRENT PRIORITY

A usable, safe core

Patient and team workflows, consent, source-labelled records, suitable device connections, medication history and human-reviewed rules. Nutrition begins with professional guidance; meal-delivery partnerships require confirmation.

Pass the gate: reliable data, clear clinical ownership, tested access controls and usability with representative users.

2
CONTROLLED SERVICE PILOT

Prove the workflow with people

Start with a suitable care-home cohort and a named clinical lead; assess the consumer pathway separately. Test onboarding, staff and coach capacity, specialist review and agreed escalation. Record outcomes and assess accessibility, safety and service cost.

Pass the gate: complete the applicable clinical-safety, security, data-protection and DTAC work before an NHS pilot. No NHS approval or partnership is implied.

3
RESEARCH / ONLY WHEN DATA-READY

Learn from real Vytalo outcomes

Study patient groups and recurring associations offline. Evaluate XGBoost with SHAP explanations on sufficiently complete, representative and labelled Vytalo data. These models are not live in this demo.

Pass the gate: compare with simpler baselines, test subgroup performance, run shadow evaluation and obtain clinical sign-off. Sample size alone is not approval.

4
LATER / CONDITIONAL EXPANSION

Connect more of the care pathway

Consider supervised model use, deeper GP-system connections, a governed prescribing workflow and expanded nutrition or community partnerships, only where validated and operationally supported.

Pass the gate: partner agreements, applicable assurance and regulation, ongoing monitoring and evidence of benefit for the intended users.

Guidance behind the approach

External guidance informing the approach

Technology informs. A human decides. Vytalo is in development. The demos use fictional data and do not provide live care.