Autonomous Forward Triage · For EDs, Urgent Care & Clinics

The intelligence layer for emergency care.

Reduce intake rework. Improve wait-time visibility. Support your nursing team. Jessie is the AI-native clinical navigator that turns patient wait time into structured clinical intelligence.

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
wait-time blind spot Jessie helps address
$1M+
potential recoverable value from LWBS, throughput, and rework
50:1
patient-to-nurse pressure Jessie helps support
Pilot Discovery · 25+ Healthcare Interviews · Healthcare-Ready Architecture

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, operational risk, patient dissatisfaction, and potential safety concerns.

$1M+ lost annually

Meet Jessie. The AI navigator for the front door.

AI-powered forward triage support means using structured patient intake, guided check-ins, and real-time updatesto help care teams understand patient needs earlier — before information becomes stale during the wait.

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

Hospital-aware intake logic and structured JSON/FHIR-ready summaries for future integration.

STEP 04

Triage Prioritization

ESI-aware urgency support with continuous updates for clinician review as conditions change during the wait.

STEP 05

Care Path Optimized

Structured summaries support routing conversations, handoffs, and care-team review before the patient is seen.

CAPABILITY · 01

Natural Conversation

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

CAPABILITY · 02

Clinical Intelligence

Edge-deployable architecture with sub-second response targets for individual intake-question generation. Hospital-aware protocols via Retrieval-Augmented Generation (RAG).

CAPABILITY · 03

Continuous Updates

Guided check-ins during the wait. Re-assesses pain, symptoms and severity throughout the wait.

CAPABILITY · 04

Real-Time Routing

Generates structured summaries that can support nurse review, routing decisions, and future EHR integration.

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
  • Designed to reduce repetitive intake time.
  • 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
  • Measure wait abandonment and LWBS trends during pilot evaluation
  • 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 — help identify patient-status changes sooner
  • Emergency detection & instant nurse escalation
  • Continuous re-assessment until bed assignment
  • Targets LWBS reduction, reduced rework, and recoverable operational value
  • Audit trail & documentation for every patient

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

Built by operators. Backed by clinicians.

FRONTLINE INTERVIEWS CONDUCTED AT
Northwestern Memorial·Lurie Children's·Evanston · NorthShore·Edward Hospital·St. Francis
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.

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-aware urgency support for clinician review
  • FHIR / JSON structured output
  • Designed with HIPAA-aligned deployment considerations
  • Structured JSON/FHIR-ready outputs for future EHR integration
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

Questions clinicians ask us first.

Does Jessie replace our triage nurse?
No. Jessie is decision support, not decision authority. Every urgency signal, structured summary, and routing recommendation is presented for clinician review — 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 structured, FHIR-aligned JSON summaries designed to be compatible with standard healthcare interoperability formats. Actual EHR integration (Epic, Cerner, Athena, others) is scoped during pilot planning and is subject to each facility's IT, security, and compliance review. No screen-scraping, no shadow charting.
What about HIPAA, data residency, and PHI?
Jessie runs on an edge-first architecture. PHI never leaves your network unless you explicitly opt in. Jessie is being designed with HIPAA-aligned workflows, privacy-first architecture, and hospital security review in mind. BAAs, data handling, and security requirements would be addressed during pilot planning.
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. Pilot success would be measured through intake quality, wait-time update capture, staff workflow impact, LWBS trends, and throughput indicators.
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.
Pilot Metrics

Pilot success will be measured across intake quality, repeated-question reduction, wait-time update capture, staff workflow impact, LWBS trends, and throughput indicators.

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