CLINICAL EVIDENCE
Built on the protocols clinicians already trust.
We didn’t invent new medicine. Acuity encodes the triage systems emergency departments around the world rely on every day — and holds our AI to the same standard of scrutiny.
THE FOUNDATIONS
Standing on established clinical ground.
Manchester Triage System
An internationally adopted, presentation-based triage methodology using structured flowcharts and discriminators to assign clinical priority — a standard across emergency care in Europe and beyond.
Emergency Severity Index
The five-level triage algorithm widely used in North American emergency departments, stratifying patients by acuity and expected resource needs.
Best-Practice Guidelines
National and international emergency care guidance informs Acuity’s red-flag logic, escalation thresholds and recommended actions.
OUR VALIDATION APPROACH
How we hold ourselves to clinical standards.
A recommendation engine for the ED has to earn trust the same way a clinician does: by showing its reasoning and standing up to review.
Protocol Fidelity
Before anything reaches a clinician, the engine is tested against reference triage cases to verify it applies MTS and ESI logic faithfully.
Clinician-in-the-Loop
Recommendations are reviewed with practicing emergency clinicians, and their feedback shapes every release.
Continuous Monitoring
In production, performance is tracked continuously — with alerts for drift and systematic review of overrides.
Transparent Updates
Protocol and model changes are versioned, documented and gated behind clinical sign-off.
Evaluate Acuity against your own cases.
The fastest way to assess clinical fit: see how Acuity handles the presentations your department sees every day.