Your body writes the data.
MedicalAI reads it.
One place where signals from every device you wear, your medical history, labs and family background come together — analysed by machine learning that predicts chronic disease risk early, and explained by an AI coach that tells you why, and what to do next.
Not a symptom checker. A full clinical picture.
Most health apps track numbers or guess at symptoms. MedicalAI builds a complete profile of you — then models where it's heading.
Unified health record
Everything that matters about your health, in one structured profile — richer than any single app holds today.
- Any wearable — Apple Watch, Garmin, Fitbit, Oura, Whoop, Samsung, Polar
- Activity, sleep, heart rate, HRV, SpO₂, temperature
- Personal medical history & medications
- Family history and hereditary risk factors
- Lab results — glucose, lipids, blood pressure, more
Predictive risk models
Machine learning trained on clinical data reads your trends over time — not just today's snapshot.
- Chronic disease risk: diabetes, cardiovascular, metabolic
- Early warning from drifting biometric trends
- Risk scores that update as your data changes
- Combines biometrics with history and lifestyle context
AI health coach
An assistant that doesn't just flag a risk — it explains the mechanism behind it, in plain language.
- Why a risk is rising, and which factors drive it
- Personalised lifestyle plans: training, nutrition, sleep
- Trend charts that show your progress over months
- Conversational — ask anything about your own data
Behavioural intelligence
Your habits often predict outcomes better than raw vitals. MedicalAI models both, together.
- Workouts, nutrition and sleep merged with biometrics
- Detects which behaviours actually move your numbers
- Recommendations tuned to what you'll realistically do
- Feedback loop: act, measure, adjust
From raw signals to a plan you can act on
Collect
Wearables, phone health platforms, manual entries and lab uploads flow into one secure data layer.
Understand
Your anamnesis, biometrics, lifestyle and family risks form a single structured health model.
Forecast
ML models score your risk trajectories and catch drifts long before they become symptoms.
Act
The AI coach translates every finding into clear explanations and a personalised plan.
Built for the moments between doctor visits
Your health story is written in ordinary days — a run, a night's sleep, a morning coffee. MedicalAI reads all of them.
Where existing apps stop, MedicalAI starts
Trackers collect. Symptom checkers guess. Neither predicts — or explains.
| Capability | Apple / Google Health | Symptom AI apps | Health trackers | MedicalAI |
|---|---|---|---|---|
| Device & wearable sync | ✔ | ✕ | ✔ | ✔ |
| Complete medical history & anamnesis | ✕ | ✕ | partial | ✔ |
| Family history & hereditary risk | ✕ | ✕ | ✕ | ◗ in development |
| Predictive chronic disease risk | emerging | limited | limited | ◗ ML + trends in development |
| Explains the "why" behind risks | ✕ | basic | ✕ | ✔ |
| Personalised lifestyle coaching | limited | basic | basic | ◗ tailored in development |
| Behavioural + biometric fusion | data only | ✕ | partial | ✔ |
Marked capabilities are in active development and not yet available in the beta. Everything else is live today.
Designed for medical-grade responsibility
MedicalAI is built around WHO and EU guidance for health AI from day one: clear disclaimers, transparent model behaviour, clinician feedback loops and regular audits. It supports your health decisions and conversations with your doctor — it never replaces them. Predictions are risk estimates, not diagnoses.
One person, building in the open
Peter Holic
Freelance senior IT project manager who spent years shipping software for other companies, and now designs and builds AI agents and systems for them. MedicalAI started as a personal question — why is my own health data scattered across five apps and none of them tell me what it means?
It is built in public, iterated in the open, and shaped by feedback. If you have thoughts, a use case, or you work in clinical medicine and want to poke holes in it — get in touch directly.
Know your risks before they become symptoms.
MedicalAI turns years of scattered health data into one clear answer: how you're doing, where you're heading, and what to do about it.
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