ED Triage Copilot
Mock dashboard Sign in Request access
Prototype — not for clinical use. Clinical validation in progress.

Turn waiting room time into diagnostic time

Critical illness caught, workup done — before the doctor walks in.

Initiate the work up in triage.

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ED Triage Copilot [Produced by ambient listening to triage-nurse and patient. Vitals captured from EHR]
ESI 2 Mrs. Jane Doe 78F · Altered mental status
HR 118BP 92/58RR 24Temp 101.8°FSpO2 94% RA
DEADLINE CLOCK Sepsis 1-hour bundle
42:11 remaining
ADDITIONAL QUESTIONS TO PATIENT
  • Onset and duration of fever?
  • Recent travel or sick contacts?
  • Any indwelling catheters or lines?
  • Baseline mental status vs. now?
DIFFERENTIAL DIAGNOSES
  • ⚠ Sepsis / septic shock
  • ⚠ Community-acquired pneumonia
  • · Urinary tract infection / pyelonephritis
  • · Intra-abdominal source
  • · Meningitis (lower likelihood)
INITIATE WORKUP FROM TRIAGE
  • Lactate, blood cultures x2
  • CBC, CMP, procalcitonin
  • Urinalysis + urine culture
  • Chest X-ray
  • 12-lead ECG
  • IV access x2, fluid bolus per protocol
  • Reassess vitals q30min
NURSING INTERVENTIONS
  • Continuous cardiac and SpO2 monitoring
  • Supplemental O2 to keep SpO2 ≥ 94%
  • Antipyretic per standing order
  • Strict intake/output, Foley if indicated
  • Fall and delirium precautions
  • Notify MD for MAP < 65 or new hypoxia
[illustrative mockup for future customer-facing model — not a live screenshot]
ED Triage Copilot
ED Triage Copilot is an ambient ingestion of triage intake to produce actionable items
See the mock dashboard ›
ED Triage Copilot
Catch time critical illness
Capture accurate acuity, triage safer: Almost 1/3 of current ESI assignments are incorrect*
Triage intake record
Jane Doe 78F · MRN 4419087 · Bed 04 · Arrived 14:22
Ambient mic active
HR
118
Tachycardic
BP
92/58
Hypotensive
RR
24
Elevated
Temp
101.8°
Oral
SpO2
94%
Room air
Pain
4/10
Reported
Conversation 3 of 10 utterances
Extracted
Allergies
Penicillinrash
SulfaGI upset
Code status
Full · Reviewed 02 Jun 2026
History
Medical
Type 2 diabetes (2009)
Hypertension
Atrial fibrillation on apixaban
CKD stage 3
Recurrent UTI
Surgical
Cholecystectomy 2016
Right total knee arthroplasty 2019
Appendectomy 1974
Medications
Lisinopril 10 mg daily
Metformin 500 mg BID
Apixaban 5 mg BID
Atorvastatin 20 mg nightly
Social
Never smoker · No alcohol · Lives with daughter
Captured from EHR at 14:26
DEADLINE CLOCK Sepsis 1-hour bundle
39:09 remaining
DEADLINE CLOCK Pediatric sepsis
43:58 remaining
DEADLINE CLOCK ECG
01:34 over
DEADLINE CLOCK Stroke
16:22 remaining
INITIATE WORKUP FROM TRIAGE
  • Lactate, blood cultures x2
  • CBC, CMP, procalcitonin
  • Urinalysis + urine culture
  • Chest X-ray
  • 12-lead ECG
  • IV access x2, fluid bolus per protocol
  • Reassess vitals q30min
NURSING INTERVENTIONS
  • Continuous cardiac and SpO2 monitoring
  • Supplemental O2 to keep SpO2 ≥ 94%
  • Antipyretic per standing order
  • Strict intake/output, Foley if indicated
  • Fall and delirium precautions
  • Notify MD for MAP < 65 or new hypoxia
↑
Patient throughput
↑
Triage accuracy
↑
Patient satisfaction
ED Triage Copilot
↓
Time to critical alerts
↓
Door to doc time
↓
Time to ECG
↓
RN/Doc documentation time
↓
Sepsis bundle time
↓
Missed diagnosis rate
↓
Length of stay
↓
LWOBS
Expected effect

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Current build

Working on validation and system architecture.

Future plans
  • HIPAA and SOC 2 compliance
  • Native connection into EHRs
  • Ambient voice-to-text recognition
* (Sax et al., JAMA Network Open, 2023 — 21 Kaiser Permanente EDs, 5M+ adult visits, 2016–20). The remaining 28% splits into over-triage (25%, wastes ED resources) and under-triage (3%, the smaller share but the one that misses critical illness and delays care).