Use cases show how cohort context, reference-human priors, Twin calibration, StateK computation, and SETPOINT execution support real-world workflows without replacing clinical judgment.
Longitudinal metabolic, cycle, sleep, stress, and behavior context.
02Preconception readiness, cycle context, referral continuity, and protocol feedback.
03Trimester-aware modeling, care context, recovery, and longitudinal monitoring.
04Recovery, resilience, metabolic health, cognition, and adaptive practice loops.
05High-frequency behavioral signal generation through adaptive gameplay and lab workflows.
06Execution layer for protocols, practices, outcomes, and recalibration feedback.
Visits · labs · medications · notes · outcomes
Cohorts · priors · state history · calibration
Confidence · trajectory · readiness
Protocols · practices · feedback · recalibration
Transactional history and clinical documentation.
Pattern recognition and longitudinal interpretation.
State, confidence, trajectory, and calibration over time.
Bounded practices, protocols, feedback, and outcomes.