Individual biology changes over time. We are building the research infrastructure to model that change.

Current evidence status

Technical completion does not mean scientific or clinical validation.

• Technical A+B research layer — BUILT
• Individual state dataset — BUILT
• Source-aware multi-outcome baseline — TECHNICALLY_EVALUATED
• Current-state representation — EVALUATED_NOT_ACCEPTED_AS_FOUNDATION
• Event-probability foundation — IN_PROGRESS_NOT_ACCEPTED
• Cross-source accepted laboratory mappings — 0
• Medication residual model — NOT_STARTED
• Intervention response model — NOT_STARTED
• Clinical validation — NOT_STARTED
• Production readiness — NOT_CLAIMED

43,856 Source A subject records; 49,564 Source B subject records. These must not be interpreted as unique people because cross-source overlap is not fully resolved.

Technical roadmap

Completed technical foundation; current work on leakage-free event-probability; blocked by scientific A↔B comparability and accepted label ontologies; later stages include medication residual, intervention-response, QSP/PK/PD and clinical validation.

Not established

Clinical prediction, drug-response simulation, dose optimization, treatment recommendation, causal treatment effect, safety prediction, and production use are not established.