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Proposition 02 · Full-stack health loop

The first full-stack health closed loop (TCM modernisation + Western-medicine auditability)

Evidence provenance + individual state space + risk gating — fused into one.

01

Five-stage closed loop

Evidence → risk → boundary → execution → replay. Five stages closed end-to-end, no blind spots.

  • 01Capture — multi-source evidence entering a controlled environment (EHR / FHIR / wearables / consultation / knowledge base)
  • 02Assess — risk localisation and uncertainty calibration inside the state space
  • 03Decide — recommendation that has cleared the Boundary Gate
  • 04Intervene — execute, with double-layer disclaimer injection and complete audit fields
  • 05Follow up — rebuild the reasoning chain from logs, reproducible to field-level

02

Moat

Evidence provenance + individual state space + risk gating — fused. Western labs have no TCM corpora, no audit culture, no path into China's regulatory context. Those three gaps cannot be closed with money in one or two years.

03

First battlefield

TCM syndrome differentiation + rehabilitation robotics. We do not build surgical robots and we do not build delivery robots — see the 9 hard boundaries on the Robotics page.

Full-stack health loop — Genmount OS