Point of differentiation 04 of 09
AI-assisted personalization
Not a sleep-themed vacation. A controlled, measured sleep intervention.
4
Data streams merged into one timeline
Inputs
Nightly
Pattern re-computed before the next night
Cadence
Draft
The AI proposes; it never prescribes
Role
PII-free
Analytics separated from clinical data
Privacy
The difference, side by side
What this replaces.
Siloed tracking
Joined pattern
Ring app score
Physiology aligned to room conditions
Food diary
Meal timing mapped against onset latency
Generic tips
Recommendations keyed to your own deltas
Static plan
Plan re-drafted each morning
Illustrative data
How it shows up in the record.
Overnight physiology (ring)
38%
Environment sensors
27%
Behaviour and timing
22%
Nutrition and intake
13%
Illustrative contribution of each stream to a personal recommendation.
Streams read together
- Ring physiology
- Watch daytime load
- Phone behaviour
- Room sensors
- Meal and caffeine timing
- Mood and stress check-ins
AI output is decision support only. It is not a diagnosis and never reaches you unreviewed.
How it runs
Four steps, in order.
01
Ingest
Streams synchronised to a single clock.
02
Detect
Recurring patterns and disruptors surfaced.
03
Draft
A candidate change list is generated.
04
Clinician gate
A human accepts, edits or rejects each item.