Social prescribing powered by continuous biomarkers
A collaboration with Singapore Land Authority, SingHealth, and GP clinics across East Singapore to connect lifestyle data, location-based health resources, and clinical care.
The challenge
Social prescribing—connecting patients to non-clinical community resources like parks, exercise classes, and social groups—has proven effective for managing chronic conditions. But traditional approaches rely on quarterly clinic visits and self-reported data.
Our partners in Singapore wanted continuous visibility into patient lifestyle patterns, location-based health resource discovery, and automated insights for healthcare workers to make timely interventions.
Two portals, one platform
Participant-facing mobile app and healthcare worker portal, unified by HealthGen
Participant Mobile App
Personal health companion with location-based resource discovery
- Healthy Life Finder: OneMap API integration shows nearby parks, gyms, walking trails
- Lifestyle logs: Food intake, Fitbit steps/HR, sleep patterns
- Social prescriptions: Personalized activity recommendations
Healthcare Worker Portal
Panel management with LLM-powered patient summaries
- LLM-powered summaries: Automated patient health narratives from multimodal data
- Panel management: Risk stratification and priority alerts
- Activity insights: Track prescription adherence and outcomes
Connected ecosystem
All data flows through the HealthGen unified biomarker plane
Key capabilities
Location-based discovery
OneMap API integration helps participants discover nearby health resources—parks, exercise facilities, community centers—based on their location and health goals.
Continuous lifestyle tracking
Automatic ingestion from Fitbit wearables, sleep trackers, and manual food logs creates a comprehensive picture of daily health behaviors.
LLM-powered insights
Healthcare workers receive natural language summaries of patient health patterns, prescription adherence, and recommended interventions.
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