3rd Place
Twiage
Twiage is an ambient AI agent team for ED triage: while the nurse talks to the patient and takes vitals, an orchestrator and four specialist agents (Scribe, Vitals, Acuity, Routing) select the right Epic template, fill i
Core trick
Parallel agents transcribe the nurse-patient conversation and fill EHR template fields with transcript-cited, confidence-scored values.
Description
Twiage is an ambient AI agent team for ED triage: while the nurse talks to the patient and takes vitals, an orchestrator and four specialist agents (Scribe, Vitals, Acuity, Routing) select the right Epic template, fill it live with transcript-cited, confidence-scored values, propose an ESI acuity and routing, and leave the nurse with just a single review and accept task.
AI assisted triage can be more consistent when humans are fatigued, and they can make the conversations more rich since the information will get captured without any additional work from the humans, saving tons of time and also potentially lives.
README excerpt
# Twiage — Ambient AI Triage for the Emergency Department **▶ Play with the live demo:** https://claude.ai/code/artifact/e2b985ed-9270-4f1c-a845-f85dd2ebf6da **▶ Watch the 90-second demo video:** https://youtu.be/2yaYkhNP5Ig --- ## 1. What we built An **ambient agent team for ED triage**. While the triage nurse talks to the patient and takes vitals, an orchestrator and four specialist agents (Scribe, Vitals, Acuity, Routing) listen and do the documentation: - The system **hears the chief complaint and selects the right triage template** (chest pain / abdominal pain / shortness of breath), rendered as an Epic-style navigator whose blank `***` fields **fill themselves live** — every value cited to the exact transcript line, color-coded green/yellow/red by confidence. - **Vitals trend in a flowsheet** (triage + recheck columns). Low-confidence items surface as a BestPractice-style advisory to **verify while the patient is still present**. - The nurse's entire note is **one line**; she reviews the completed template, edits anything, and clicks **one button** to sign. Everything already structured in the EHR stays out of the note. - The physician — before ever seeing the patient — gets a **strictly S/O clinician summary** (they form their own A/P), the **details the nurse never had time to chart** (rescued by ambient capture), an **unsigned AI-suggested order set** (nurse-protocol orders shown as placed; remove/add/sign as a batch), and a **sentiment ana