Architecture
From raw signal to preventative action.
A unified intelligence pipeline that ingests, harmonizes, predicts and orchestrates — at population and individual scale.
Sources
Ingest
- Wearables (Apple, Garmin, Oura)
- Claims & authorizations
- Pharmacy & adherence
- Lab & vitals
- Environmental / AQI
Intelligence
AI Core
- Risk prediction models
- Behavioral nudge engine
- Unified longitudinal record
- Privacy-preserving compute
Activation
Orchestrate
- Member app & nudges
- Employer & payer dashboards
- Care manager workflows
- Gallivant Guide AI concierge
HL7 FHIR · DHA / Malaffi compatible
Edge inference · sub-200ms
UAE PDPL · ISO 27001 · HIPAA-equivalent
Predictive risk scoring
Gradient-boosted ensembles trained on 18M de-identified longitudinal records.
Generative care summaries
Care managers receive plain-language briefs with citations and confidence intervals.
Digital twin projections
Simulate 1- / 5- / 10-year health trajectories under different intervention bundles.