Avatar / Digital Twin
Patient, facility, and population digital twins for simulation, prediction, and personalized care.
Patient Twins
Individual digital twins with longitudinal health data, genomic integration, and predictive modeling.
PT-2025-001234 | Female, 42 | Hypertension, T2DM
Last sync: 2 min ago | Risk: Moderate | Next appt: 2025-07-22
PT-2025-001235 | Male, 67 | COPD, Heart Failure
Last sync: 5 min ago | Risk: High | Alert: Weight gain 2.3kg
PT-2025-001236 | Female, 28 | Pregnancy, Week 32
Last sync: 1 min ago | Risk: Low | Fetal monitoring: Active
Facility Twins
Real-time facility simulation with capacity planning, energy optimization, and predictive maintenance.
Occupancy
67%
42/63 beds
Energy
12.4 kW
Solar: 68% | Grid: 32%
Staffing
89%
24/27 on shift
Alerts
3
2 warnings, 1 critical
Simulation
Population Twins
Epidemiological simulation, outbreak prediction, and health policy impact modeling.
TB Outbreak Risk — Sekhukhune
Risk: HIGH | Projected cases: 240 (next 30 days) | Intervention: Active case finding
Maternal Mortality — Mopani
Risk: MODERATE | Projected: 8 (next quarter) | Intervention: Tele-obstetrics expansion
Childhood Immunization Gap
Coverage: 73% | Target: 90% | Gap: 12,400 children | Strategy: Mobile clinics + CHW
Climate-Health: Heat Wave Impact
Predicted ED visits: +340% | Vulnerable: elderly, CVD patients | Mitigation: Cooling centers
Twin Operations
Sync Engine
Real-time data ingestion from EHR, devices, labs, and claims.
Active | 2.3M events/min
Simulation Engine
Monte Carlo, agent-based, and ML-based simulation pipelines.
Active | 47 sims running
Prediction API
REST/gRPC endpoints for real-time risk scores and recommendations.
Active | p99: 142ms
Governance
Consent management, audit trails, and model explainability.
Compliant | Last audit: 2025-07-01