Autonomous Forward Triage · For EDs, Urgent Care & Clinics

The intelligence layer for emergency care.

Cut ED wait times. Stop revenue loss. Save your nursing team. Jessie is the AI-native clinical navigator that turns waiting into useful time.

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Validated through 25+ ED clinician interviews
Atronics LabsATRONICS LABS
Moolup Storage Resets
Patient QueueTriage queue
PatientTriage AcuityESI
Name Smith
CN1234562342
LowModerateESI 2
Ashany Smith
CN1234562342
LowModerateESI 2
Name Nones
CN1234562342
HighESI 2
Davis Kinman
CN1234562342
HighCriticalESI 2
Gizele Smith
CN1234562342
LowModerateESI 3
Marly Sterhan
CN1234562342
LowESI 3
Jiae Boirin
CN1234562342
HighCriticalESI 3
Real-time ED metrics
Current Wait:
12 min
Bed Availability:
4/20
Throughput:
95%
Graphs
MonTueWedThuFriSatSun
Throughput
10%25%40%55%70%95%
4 hr
average ED wait we eliminate
$1M+
annual LWBS loss we recover per hospital
50:1
patient-to-nurse ratio we make manageable
Pilot Partners · 25+ ED Clinicians · HIPAA-Ready
01 — The Problem

Hospitals fail at the front door.

Surging Volume & Acuity

Post-COVID EDs face record patient volumes — including a massive influx of psychiatric and complex patients that legacy triage was never built for.

+30% visit growth

Critical Staff Shortages

Burned out and understaffed. High turnover means less-experienced nurses are making the highest-stakes decisions at the most critical point of entry.

1:50 nurse-to-patient

The LWBS Crisis

"Leave Without Being Seen" rates have skyrocketed. Operational inefficiency translates directly to lost revenue, lawsuits, and unmeasurable patient harm.

$1M+ lost annually
02 — The Shift

Meet Jessie. The AI navigator for the front door.

Autonomous Forward Triage means using AI to predict patient needs and resource availability before they enter the waiting room — transforming reactive chaos into proactive flow.

STEP 01

Patient Arrival

Patient checks in at kiosk, web link, or QR. No paperwork. No clipboard.

STEP 02

AI Intake

Jessie converses naturally in 50+ languages, capturing symptoms, history, and severity.

STEP 03

Data Analysis

RAG over hospital-specific protocols. 0.4s inference. Structured FHIR-ready output.

STEP 04

Triage Prioritization

ESI 1–5 acuity scoring with continuous updates as conditions change in the waiting room.

STEP 05

Care Path Optimized

Routed to the right room, the right clinician, with documentation already complete.

CAPABILITY · 01

Natural Conversation

Voice-first, 50+ languages, age-aware tone — works for kids, elders, and anxious patients.

CAPABILITY · 02

Clinical Intelligence

0.4s inference on the edge. Hospital-specific protocols via Retrieval-Augmented Generation.

CAPABILITY · 03

Continuous Updates

Never stops listening. Re-assesses pain, symptoms and severity throughout the wait.

CAPABILITY · 04

Real-Time Routing

Pushes structured patient summaries directly to your nursing team and EHR.

03 — Where Jessie Works

Built for every front door, from walk-in to life-saving.

Phase 01 · Today

Outpatient Clinics

"Convert no-shows into structured pre-visit intake."

  • Pre-visit symptom capture & medication reconciliation
  • Multilingual patient screening before appointment
  • Structured notes ready in the EHR at check-in
  • Reduce 15-minute intake to 90 seconds
  • Faster door-to-provider time
Phase 02 · Pilots

Urgent Care

"Triage smarter. Route faster. Convert more revenue."

  • Walk-in triage with real-time ESI scoring
  • Smart redirect for non-urgent vs ED-bound
  • Insurance & demographics captured upfront
  • Reduce wait abandonment by ~40%
  • Lower clinician cognitive load per shift
Phase 03 · Flagship

ED Hospitals

"The continuous safety net for the 4-hour blind spot."

  • Forward triage from waiting room — never miss a deterioration
  • Emergency detection & instant nurse escalation
  • Continuous re-assessment until bed assignment
  • Cuts LWBS, recovers $1M+ in annual revenue
  • Audit trail & documentation for every patient

We don't believe nurses should be drowning.We believe the system should help them swim.

04 — Team

Built by operators. Backed by clinicians.

Founder & CEO

Annabella Christophe

Coded the core Jessie engine. Operator-turned-builder. Spent the last year inside EDs across the Chicago healthcare ecosystem.

Technical Advisor & Co-Architect

Dr. David Zaretsky

RAG & LLM framework specialist. Architects the clinical intelligence layer and grounding pipeline behind Jessie.

05 — Pilot Packages

Designed for the front door of every facility.

Three deployment paths — each scoped to your facility's volume, acuity, and integration footprint. Pilot pricing is bespoke. Tell us your setup and we'll send a tailored proposal.

CLINIC

Base Platform

For outpatient & specialty clinics ready to modernize intake.
  • AI intake engine (voice + web)
  • 50+ languages out-of-the-box
  • ESI 1–5 acuity scoring
  • FHIR / JSON structured output
  • HIPAA-ready deployment
  • EHR drop-in (Epic, Cerner, Athena)
Request a Pilot
Flagship
URGENT CARE / ED

Platform + Hardware

Continuous forward triage with branded kiosks & edge compute on-site.
  • Everything in Base Platform
  • Branded floor kiosks + edge compute
  • Continuous wait-room re-assessment
  • Real-time triage dashboard for nurses
  • Emergency detection & escalation alerts
  • White-glove onboarding & co-design
Request a Pilot
SPECIALTY

+ Specialty Modules

Pediatrics · Oncology · Cardiac · Behavioral Health.
  • Specialty-tuned intake protocols
  • Sub-specialty escalation rules
  • Age & condition-aware conversational AI
  • Custom documentation templates
  • Add to any Platform tier
  • Continuous model updates included
Request a Pilot
06 — FAQ

Questions clinicians ask us first.

Does Jessie replace our triage nurse?
No. Jessie is decision support, not decision authority. Every escalation, ESI score, and routing recommendation is presented to your clinician — Jessie just ensures nothing falls through the cracks during the wait. Our nurses describe it as "a really good resident who never gets tired."
How does Jessie integrate with our EHR?
Jessie outputs FHIR-compliant, structured patient summaries that drop directly into Epic, Cerner, Athena, and others. No screen-scraping, no shadow charting. Integration is typically live in 2–4 weeks.
What about HIPAA, data residency, and PHI?
Jessie runs on an edge-first architecture. PHI never leaves your network unless you explicitly opt in. We are HIPAA-ready and sign BAAs with every pilot partner. SOC 2 Type II in progress.
How fast can we go live?
Pilots are typically live in 30–60 days. We co-design the intake protocols with your team in week one, run shadow-mode validation for 2–3 weeks, then go live with real patients. Most facilities see measurable LWBS improvement within 60 days.
What languages does Jessie speak?
50+ languages with native voice and tone — including Spanish, Mandarin, Arabic, Polish, Tagalog, Vietnamese, Russian, Haitian Creole, and ASL via text. We continuously add languages based on partner-hospital demographics.
07 — Final word

Built for the front door of every care setting.

Join the pilot. We're partnering with a small number of EDs, urgent cares, and outpatient clinics for our 2026 cohort.

Request a Demo