Providers & clinics
Preventive care, longevity medicine, screening programs
Enable proactive health management with personalized risk stratification and intervention planning.
Use cases
Preventive care programs
Identify at-risk patients before symptoms emerge. Prioritize interventions based on individual risk profiles.
Longevity & wellness clinics
Comprehensive health optimization with longitudinal tracking and personalized recommendations.
Screening program optimization
Risk-stratify screening candidates to improve yield and reduce unnecessary procedures.
Pharma & biotech
Patient stratification, endpoints, RWE, trial recruitment
Accelerate drug development with virtual twins for patient selection, endpoint prediction, and real-world evidence.
Use cases
Patient stratification
Identify responders vs non-responders before enrollment. Reduce trial failures through better patient selection.
Endpoint prediction
Model likely clinical outcomes to optimize trial design and identify surrogate endpoints.
Real-world evidence
Generate RWE from longitudinal patient data to support regulatory submissions and market access.
Payers & employers
Population health, cost containment, wellness programs
Manage population health risk and optimize care spending through predictive analytics.
Use cases
Population risk stratification
Segment member populations by risk level. Target high-cost members with preventive interventions.
Care management optimization
Personalize care management programs based on individual health trajectories and intervention response.
Corporate wellness programs
Employer-sponsored health programs with measurable outcomes and employee engagement.
Research institutions
Cohorts, longitudinal studies, collaboration
Build and analyze research cohorts with comprehensive data integration and collaboration tools.
Use cases
Cohort development
Recruit and manage research cohorts with multi-modal data collection and longitudinal follow-up.
Longitudinal studies
Track health trajectories over time with automated data capture and retention optimization.
Multi-site collaboration
Federated analysis across institutions while maintaining data governance and patient privacy.