How MATILDA Works

Your health story, brought together step by step.

MATILDA:1 brings glucose, nutrition, activity, sleep, medication and everyday context into one connected experience. Instead of reviewing each signal in isolation, you can begin to see how the pieces relate over time.

MATILDA desktop dashboard
MATILDA mobile dashboard
Sleep
Nutrition
Glucose
One connected journeyFrom scattered information to a clearer view of what happened, when it happened and what may be worth discussing.
01
Bring it together

Start with the signals you already have.

Glucose readings, meals, movement, sleep, medication and appointments often live in separate apps, devices and memories. MATILDA gives those signals a shared home, so reviewing your health requires less mental assembly.

Connection options vary by device, service and account configuration.

GlucoseReadings over time
NutritionMeals and timing
ActivityMovement and recovery
SleepRest and routine
One
view
02
Organize the day

Separate readings become part of the same timeline.

A glucose value can mean more when it appears beside the meal, activity, sleep or medication context surrounding it. MATILDA organizes events by time, helping you review what happened before, during and after a change.

MATILDA food and nutrition timeline
03
Make it personal

Numbers show what happened. Context helps explain the day.

Not every important detail comes from a device. Stress, illness, schedule changes, travel, symptoms and personal observations can all affect how a day unfolds. MATILDA lets you add those details alongside your health information.

Your experience is more than a collection of measurements.

RoutineSchedule changed
WellbeingStress noted
HealthFeeling unwell
ObservationPersonal note added
04
Recognize patterns

One moment matters. The pattern around it may matter more.

MATILDA helps organize information across days and weeks so recurring relationships are easier to review. Rather than treating every high, low or unusual moment as an isolated event, you can see it within the broader rhythm of your life.

After-meal changes
Activity and recovery
Sleep and mornings
Medication timing
05
Learn what fits you

Built to learn the person, not just process the numbers.

MATILDA was developed around an in-house machine-learning model that builds a personalized understanding of each user. It connects health metrics with habits, routines, lifestyle and personal context to identify patterns that might otherwise be difficult to recognize.

As a user continues interacting with MATILDA, their personal model learns from new information and adapts to changes in their life. This allows MATILDA to suggest practical improvements shaped around the individual, including activities, foods and habits they already enjoy.

MATILDA’s personalized insights support healthier choices and more informed conversations. They do not diagnose conditions, prescribe treatment or replace qualified medical care.

GlucoseNutritionActivitySleepRoutinePersonal context

MATILDA intelligence nucleus
Personal modelLearns and adapts
06
Connect the care team

Give the clinician access to the full patient story.

With the patient’s authorization, the clinician portal brings together current readings, longitudinal metrics, patterns and everyday context. Clinicians can review this information between visits and use it to support short-term recommendations and longer-term care planning.

When MATILDA identifies information that is unusual or potentially concerning, it can bring that information to the clinician’s attention for professional review.

MATILDA is not an emergency monitoring or response service. It does not guarantee that a clinician will review information within a particular timeframe or automatically dispatch medical assistance. Patients should use emergency services when immediate care may be needed.

Patient-authorized dataReadings, routines and context

GlucoseNutritionActivitySleep
Secure care context
Clinician portalOne longitudinal view

Pattern for reviewClinician judgment
07
Prepare for the conversation

Turn organized information into better questions.

When your information is organized, it becomes easier to remember what changed, identify what you want to discuss and share relevant context with your care team. MATILDA is intended to support more informed conversations while leaving medical decisions where they belong, between individuals and qualified healthcare professionals.

What changed during this period?
Is this pattern worth discussing?
Could timing be relevant?
What information should I continue tracking?
08
One experience, multiple devices

Capture the moment. Explore the full picture.

Use the mobile experience for information you want to record or review throughout the day. Return to the desktop experience when you want more room to explore timelines, trends and connected context.

MATILDA insights on desktop
MATILDA insights on mobile
Built for clarity

Support for understanding, not a substitute for care.

MATILDA was developed as a wellness technology that helps people organize and review health information responsibly.

MATILDA helps you

  • Organize health information in one experience
  • Preserve personal context around health events
  • Make trends and timelines easier to review
  • Help people prepare for informed conversations
  • Support continuity between mobile and desktop

MATILDA is not intended to

  • Diagnose a medical condition
  • Replace professional medical advice
  • Prescribe or change treatment
  • Make emergency-care decisions
  • Guarantee a particular health outcome
The complete picture

Understanding begins when the pieces can be seen together.

MATILDA:1 helps people move from scattered health signals toward a more connected, understandable view of everyday health.

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