Use Case / SoCal Pilots

DT4H supports SoCal clinic pilots for bounded longitudinal validation.

SoCal pilot environments can validate DT4H runtime behavior across OBGYN, pediatrics, SETPOINT execution loops, ArenaK signal generation, and clinician-guided review.

SoCal pilot flow #

CLINICSObserved Workflow

OBGYN · pediatrics · history · follow-ups · outcomes

DT4HRuntime Model

Cohorts · Twins · confidence · calibration

STATEKState Surface

Readiness · trajectory · transition logic

SETPOINT + ARENAKExecution + Signals

Practices · gameplay · outcomes · recalibration

Pilot workstreams #

01

OBGYN workflows

PCOS, fertility, pregnancy, postpartum, metabolic recovery, and longitudinal care context.

02

Pediatric context

Family care continuity, child development context, caregiver workflows, and longitudinal follow-up.

03

EHR extraction

Historical chart signals, labs, visits, diagnoses, medications, and care-pathway context.

04

Clinician review

Capture how clinicians interpret longitudinal patterns, adherence, and care transitions.

05

SETPOINT execution

Protocols, practices, check-ins, outcomes, and feedback loops.

06

ArenaK signals

Adaptive gameplay, resilience signals, behavioral rhythm, and engagement data.

Validation focus #

RuntimeDoes it update?

Verify confidence, state, trajectory, and calibration changes over time.

WorkflowDoes it fit?

Evaluate whether DT4H/SETPOINT maps to clinic realities without workflow overload.

GovernanceIs it bounded?

Confirm outputs remain non-diagnostic and clinician-reviewed.

OutcomesDoes feedback help?

Measure whether practices and ArenaK signals improve recalibration quality.

LayerGovernance Framework
StatusActive Draft
SystemDT4H / StateK / SETPOINT
BoundaryInfrastructure, not diagnosis
System lineageDT4HTwinStateKSETPOINTOutcomesRecalibration
Infrastructure boundaryDT4H models cohorts, Twins, calibration, and runtime state. It does not diagnose, prescribe, or replace licensed clinical judgment.
Document statusInfrastructure draft
Last updatedMay 2026
Applies toDT4H.ai / AvatarK.ai ecosystem