Flying with instruments — how a hospital compliance team proved an AI-assisted triage decision in minutes

2026-04-15 HUMΛN Team Governance 10 min

A healthcare-shaped scenario: from AI suggestion to nurse review to physician override — one narrative with receipts, not 47 disconnected log lines.

Scenario

A hospital runs a governed triage workflow: AI proposes, humans review at defined thresholds, and overrides are first-class events.

What “instruments” means here

Operators need a coherent story — confidence, policy version, human role, and outcome — the way pilots need attitude and altitude, not a dump of sensor voltages.

Outcome

The compliance lead opens one curated narrative for a contested decision: AI triage → nurse review → physician override → outcome recorded with signed provenance.