The foundation
Your health profile
Personal history, family context, medication, lifestyle and everyday measurements.
Exploring Medicine 3.0
A fuller picture.
A healthier future.
Your health is more than a moment in time. Shapeit explores how medical context, everyday signals and follow-up can connect into a lifelong perspective.
An independent research concept. Built for exploration.
Human first.
Connected by context.
Connected by context.
A longitudinal view
See the direction.Understand the context.
Baseline → Follow-upIllustrative data
A more complete starting point
Start with the person.
Connect the signals.
Medicine 3.0 is a shift in perspective: from isolated snapshots toward prevention, context and change over time.
Our proposed model starts with a health profile and medical data. A wearable can add detail, but you should never need one to begin.
An objective baseline
Laboratory insights
Existing blood results and repeat testing, selected for the question with clinical guidance.
An optional layer
Everyday signals
Sleep, activity, heart rate and training trends from a wearable—or your own records.
When justified
Deeper diagnostics
Imaging, body composition and other investigations when there is a clear clinical reason.
No wearable? Your profile, lab results and repeat measurements remain the starting point.
The outcome loop
An action is a beginning.
Change is what we study.
The idea is simple: understand the starting point, choose a meaningful goal, then return to the data. Medical decisions belong with qualified clinicians.
- 01Gather data
- 02Assess context
- 03Understand risk
- 04Set a goal
- 05Choose an action
- 06Measure again
- 07Review change
Outcome Score · Research concept
What changed—and what else might explain it?
A proposed view of observed progress, its context and the quality of the evidence. A trend alone does not prove that an intervention caused it.
Before
Establish a baselineRecord the starting point and context.During
Follow the planTrack actions and changes in daily life.After
Review the differenceRepeat measurements. Reassess together.One model. Many perspectives.
Your health.
Beyond one ecosystem.
A shared timeline for laboratory results, everyday measurements and optional wearable signals.
The architecture is being explored across platforms. These sources represent design intent, not currently available account connections.
Sources under exploration
Apple HealthHealth ConnectWHOOPGarminOuraManual entry
HRVBloodSleepTrainingHealth profileDaily signals
ShapeitData Hub
One connected
health picture
AssessmentUnderstand today
Health context
Patterns & priorities
ForecastsExplore tomorrow
Possible trajectories
Uncertainty in view
BioPilot / A part of Shapeit
A bridge between
your plan and
your training.
Your workout, in the experience you already use. BioPilot explores the connection between a structured plan and what actually happens in a session.
- A plan shaped around personal goals.
- Workouts delivered to a familiar device experience.
- Planned and completed sets, repetitions and load in one future view.
Where the prototype is todayWorkout delivery has been tested with Garmin’s native Strength experience. Automatic activity import is planned; it is not connected on this public demo.
9:41
Shapeit / BioPilotYour training space
Strength · PullBuild your
Build your
next chapter.
5exercises
15work sets
BioPilot PullSample session
01
Lat pulldown3 × 10–12 reps
60 kg02
Seated cable row3 × 10–12 reps
60 kg03
Straight-arm pulldown3 × 12–15 reps
25 kg04
Reverse fly3 × 12–15 reps
35 kg05
Cable biceps curl3 × 10–12 reps
25 kgGarmin StrengthWorkout readyNative exercise guidance
PlanProgressHealth
Not a personalized exercise recommendation
A considered approach
Curiosity.
Evidence.
Clear boundaries.
Evidence deserves context
The proposed Evidence Engine would bring research, guidelines and their limitations into view. Medical algorithms would require separate validation.
Consent comes before connection
Account connections, health-data permissions and data controls must be defined before connected features are introduced.
Exploration, not clinical care
Shapeit is an independent, non-commercial research prototype. It does not diagnose conditions, prescribe treatment or replace a clinician.
Shapeit / Medicine 3.0