Your health data should tell you what to do next.
MATILDA:1 learns your patterns across glucose, activity, sleep and nutrition – then explains what they mean for your life, not someone else’s.
6.5%
Excellent control
7,245
72% of goal
5.2h
Deep sleep 35% lower than usual
More data isn’t the answer. Understanding it is.
Glucose, sleep, movement, nutrition and everyday behavior become more useful when they are understood together.
Glucose
Sleep
Activity
Nutrition
Hydration
Stress
Diet
Diet Swap: Try Cauliflower Rice
Substitute white rice with quinoa or cauliflower rice tonight to reduce simple carbohydrates.
Activity
Step Goal Shortfall
Steps are 45% below average today. A short walk can help close the gap.
Sleep
Deep Sleep Deficit
Deep sleep was 35% lower than the monthly baseline last night.
See the story behind the numbers.
MATILDA doesn’t just surface data. It helps explain what it means. Patterns, alerts and recommendations put everyday numbers into context so users can understand what may be influencing them.
How MATILDA explains
From a number to a reason you can use.
Each insight combines what changed, the surrounding context and what may help next.
01
Explains what changed
Spots shifts from your usual patterns, not just generic thresholds.
02
Connects likely drivers
Brings sleep, meals, movement and glucose into the same explanation.
03
Shows what matters most
Separates the strongest signal from the background noise.
04
Suggests a practical next step
Turns the explanation into something useful in the moment.
05
Keeps the reasoning visible
Shows the signals behind an insight so the recommendation is not a black box.
06
Learns from what happens next
Uses your response over time to improve the context behind future insights.
Questions don’t wait for your next appointment.
MATILDA gives users a conversational way to explore their health data, ask questions and turn insight into practical next steps.
Because glucose doesn’t exist by itself.
What you eat matters. So does how you sleep. How you move. Your routines. Your medication. Your stress. MATILDA is designed to understand the context around the number.
Sleep
Activity
Nutrition
Every reading is a moment. MATILDA helps you see the pattern.
One system. Multiple dimensions.
MATILDA brings daily health signals into one experience so patterns can be understood across time, not in isolation.
Progress should be something you can see.
Daily actions, goals and changing patterns become a clearer picture of consistency over time.
One experience, wherever you are.
MATILDA keeps the same health story within reach across desktop and mobile.
See how it looks across your whole day.
Bring the story with you.
Less time reconstructing what happened. More time talking about what matters. MATILDA organizes patterns, progress and relevant health information so users can enter care conversations with better context.
With the patient’s authorization, clinicians can access current readings, longer-term metrics and relevant context through the clinician portal. MATILDA can also bring unusual or potentially concerning information to the clinician’s attention for professional review.
Built around your patterns, not a generic model.
MATILDA was developed around an in-house machine-learning model that builds a personalized understanding of how each user eats, sleeps, moves and manages their day. The model learns from new information and adapts over time to explain patterns and suggest improvements that fit the person’s routines, preferences and lifestyle.
Sleep
Meals
Activity
Signals align across time
Sleep, meals and glucose are read together.
Context explains the change
A clearer picture of what comes next.
Context layer
Useful meaning
Your data already has a story. MATILDA helps make sense of it.
Bring your health signals together and turn everyday data into a clearer picture of what comes next.