Evidence loop

Measure, interpret, intervene, track, learn. Each cycle records what was seen, what the dependency engine implied, what was decided, whether it was followed, and what actually happened — so the graph can be judged on next-step decisions rather than claims.

  1. 1Measure
    Pod, records and wearables
  2. 2Interpret
    Dependency engine
  3. 3Intervene
    Next test or action
  4. 4Review
    Clinician decision
  5. 5Track
    Adherence and follow-up
  6. 6Learn
    Measured outcome feeds back

Step 6 loops back to step 1 — each measured outcome makes the next cycle start from better priors.