INTEGRAAI SOLUTIONS
Research note Sep 29, 2026 · Integra AI Research

Human-in-the-Loop Triage: Escalation Rules That Clinicians Own

Why clinician-authored escalation rules, tested and versioned, are the foundation of safe AI triage.

Automated triage is only as safe as its rules. We argue for rules written in plain language by clinicians, tested against realistic scenarios before release, and versioned so every change is traceable. Uncertainty should always resolve toward a human.

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