driftlineExplore the demo↗
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Explore Driftline

A PERSONAL APPROACH

Every migraine story
is different.
Yours, too.

The same sleep duration or workday can mean different things to different people.

Driftline is designed to compare your current patterns with your own baseline. See what changed, what keeps recurring, and what has helped you, all in one place.

Explore a personal approach ↗
☷

Starts with your story

Share your routines, migraine experience, and what does or does not help you.

⌁

Follows the changes

Short daily check-ins and permitted device data add to your personal history.

✧

Explains in everyday words

The aim is to make today’s status, its reasons, and relevant small actions easy to understand.

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Keeps learning with you

Record whether a migraine occurred. Your personal observations grow over time.

SEE FOR YOURSELF

Complex analysis.
Simple explanations.

What could a day with Driftline look like? Select a status to see how the explanation changes.

This is an illustrative demo, not a medical assessment or a working prediction model. No personal data is required.

Driftline companion
TODAY’S STATUSExample
● Low vulnerability

You are in your usual rhythm today.

Example: sleep and daily check-in values are close to your personal baseline. This does not guarantee a migraine-free day.

Sleep
Usually 7.4 hours
7.4 hours
StressAs usual
MealsRegular

A SMALL STEP TODAY

Keep following a daily routine that works for you.
YOUR EVERYDAY COMPANION

Less guesswork.
More self-understanding.

The app’s planned core features.

PERSONAL HISTORY

Behind the numbers
is your story.

Explore sleep, stress, routines, and migraine episodes together. An association does not prove a cause; it is an observation to help you understand your patterns.

MTWTFSS
Illustration · not real user data
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A short daily check-in

Sleep, stress, meals, hydration, and how you feel. Available device data reduces manual entry.

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Actions that help you

Reminders based on strategies you found useful and changes in today’s routine.

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A migraine diary

Onset and end time, severity, symptoms, and what helped. An organized history for future conversations.

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A calmer experience

A focused interface, clear language, and dark mode. Find the information you need in fewer steps.

WHAT DO WE TRACK?

Pieces of your day.
One clearer picture.

Every data source is clearly identified. Connecting everything is optional.

VIA HEALTH

Sleep and rest

Sleep duration, awakenings, and light, deep, and REM stages where available.

Sleep stages require a compatible device and recorded data.
VIA HEALTH

Heart and recovery

Heart rate, resting heart rate, and heart rate variability (HRV).

SDNN and RMSSD are stored as separate measurements.
VIA HEALTH

Activity and energy

Available records such as steps, distance, workouts, and energy expenditure.

Depends on data from the phone or a compatible fitness app.
VIA HEALTH

Breathing and temperature

Respiratory rate, oxygen saturation, and body or wrist temperature, where available.

Not available on every watch or phone.
VIA HEALTH

Water, nutrition, and cycle

Permitted records of water intake, nutrition, and menstrual flow.

Must have been recorded by another app or the user.
DAILY CHECK-IN

Daily wellbeing

Stress, fatigue, sleep quality, skipped meals, caffeine, and hydration habits.

Recorded by the user through a short check-in.
DAILY CHECK-IN

Migraine experience

Onset, duration, severity, symptoms, what helped, and what did not.

Recording medication use is not a recommendation or prescription.
DAILY CHECK-IN

Total screen time

Android demo calculates usage with Usage access; manual entry for the iOS MVP.

App names are not needed. Automatic and manual entries are identified separately.
COMING LATER

Environment

Changes in weather, temperature, and humidity when relevant to personal observations.

A later stage: a separate source and the necessary consent.
COMING LATER

Wireless devices

Additional ways to connect compatible watches, rings, or medical devices.

Brand API and Bluetooth integration depend on the device.

Support does not guarantee availability. Device model, operating system, records from other apps, and your permissions all matter. Missing values are not treated as zero.

Driftline companion
Apple Health
Health Connect
Your check-ins
ALONGSIDE YOUR DEVICES

Your watch measures.
Driftline connects the dots.

With iPhone and Apple Watch, supported measurements sync to Apple Health. On Android, compatible apps share data through Health Connect.

  • The app reads only the data you permit.
  • A watch or ring is optional: you can start with daily check-ins.
  • A phone alone does not measure all sleep stages, HRV, or temperature.
  • Brand APIs and compatible Bluetooth devices are future integration paths.
Explore the roadmap ↗
CLARITY BUILDS TRUST

Your data.
Your choice.

Driftline works with health information. Consent, clear explanations, and control over personal data are part of the product requirements.

Frequently asked questions ↗

Collection with permission

The plan is to explain what data is needed and why, with optional connections to data sources.

Personal analysis on the backend

Permitted data is sent to the server. The AI system’s role is to explain changes in your personal patterns clearly.

Clear medical boundaries

Driftline does not diagnose, prescribe medication, or guarantee an attack prediction. Your existing clinician’s plan takes priority.

THE IDEA BEHIND DRIFTLINE

Using technology to
understand people better.

We are building a personal, calm, and understandable digital companion for people living with migraine.

Our startup team brings together mobile development, backend engineering, AI and data analysis, design, and business. A partner studying neurology also contributes to product discussions.

Mobile appBackendAI & dataUI/UXBusinessNeurology student partner

The MVP tests the concept and usability. We are not presenting validated clinical effectiveness or migraine probability estimates at this stage.

THE ROAD AHEAD

Small steps.
A thoughtful purpose.

Current focus · MVP

Build the foundation

Personal profiles, daily check-ins, Health data, migraine history, and clear status explanations.

Pilot testing of the concept and usability
Next version

A deeper understanding

Longitudinal observations, monthly summaries, reports, and personally relevant environmental data.

Guided by sufficient data and user feedback
Longer term

More connections

Compatible brand APIs, wireless devices, and new approaches supported by scientific validation.

Subject to device compatibility and validation
YOUR QUESTIONS, ANSWERED

What you might
want to know.

Driftline mascot from behind
Does Driftline predict migraine with certainty?

No. The goal is to highlight changes in personal routines and explain possible vulnerability. The MVP does not provide clinically validated probability percentages or guaranteed attack predictions.

Will data arrive automatically if I have an Apple Watch?

Supported measurements must first be recorded in and synced to Apple Health. Driftline can then read them with your permission. Availability depends on the device model, settings, and existing records.

Can I use it without a watch or ring?

Yes. The product is being built with an app-first approach. Profiles and daily check-ins are the main sources. Additional devices reduce manual entry for some measurements.

Does my data stay only on my phone?

In the planned system, permitted data is sent to the backend for analysis. The phone may temporarily store unsent records when disconnected. A clear privacy policy and consent flow must be provided before launch.

Can you automatically read screen time on iPhone too?

The current iOS MVP approach uses manual entry of daily total screen time. The Android demo uses special Usage access permission. Results may differ from the system’s own screen-time display depending on the measurement method.

Does the app replace a doctor or treatment plan?

No. Driftline is not a diagnostic, medication-selection, or emergency service. Your existing clinician-recommended plan remains the priority.

Where can I download the app now?

The Driftline MVP is in development. This website explains the product concept and planned features. Confirmed App Store or Google Play links are not available yet.

GET TO KNOW US

More understanding.
More care.

Explore the Driftline concept or download a short project brief to discuss with your team.

The app is in development. Store download links have not been announced yet.