Our technology
Understanding the biomarkers and factors that shape individual health
Biomarker categories
Metabolites
Small molecules that reflect cellular metabolism and energy pathways
Examples: Glucose, lactate, amino acidsLipids
Fatty compounds essential for cell structure and signaling
Examples: Cholesterol, triglycerides, phospholipidsProteins
Functional molecules indicating organ health and disease states
Examples: Albumin, CRP, enzymesHealth influences
Genetics
Inherited traits that predispose or protect against conditions
Environment
External factors including pollution, climate, and exposure
Lifestyle
Diet, exercise, sleep, and daily habits that shape health
Disease History
Past and current conditions that inform risk profiles
Methodology
Our approach to building and validating virtual twin models
Data collection
Multi-modal data integration from lab results, wearables, questionnaires, media inputs, and EHR systems.
- Biomarkers, biometrics, and patient-reported outcomes
- Genomic, microbiome, and molecular data
- Medical imaging and media analysis
- EHR integration via HL7 FHIR
Model architecture
Ensemble of domain-specific models trained on longitudinal health data.
- Disease-specific risk models with interpretable outputs
- Trajectory prediction using temporal deep learning
- Causal inference for intervention modeling
- Uncertainty quantification for clinical decision support
Longitudinal design
Repeated measurements over time to capture health dynamics and intervention response.
- Minimum 3-month baseline period recommended
- Quarterly reassessment for stable populations
- Adaptive sampling for high-risk individuals
- Retention optimization through engagement modeling
TwinMe platform
TwinMe is our consumer-facing health platform that creates your personal virtual twin, a dynamic digital replica of your health profile built from biomarkers, biometrics, genetics, and lifestyle data.
Your personal health twin
Get a comprehensive digital representation of your unique health profile, updated in real-time as new data comes in.
Predictive health insights
Understand your health trajectory and receive personalized recommendations based on your unique biological data.
Proactive prevention
Identify potential health risks before they become problems and take action with evidence-based interventions.
Privacy-First Design
Your health data belongs to you. TwinMe is built with security and privacy at its core.