ERTRIAGE®
Overview
ERTRIAGE® by CAREPOI is an AI-based triage solution designed for hospitals, revolutionizing emergency room workflows. It functions as a dynamic ER medical folder and triage assistant, rapidly analyzing clinical data to provide real-time acuity classification and triage recommendations.
The system supports real-time exams assisted by clinically-accepted protocols such as ESI, HEART, NEWS, and ROSIER, leveraging AI algorithms for real-world needs. It collects approximately 50-55 clinical decision points, including exam results (e.g., Blood pressure, ST, QRS) and on/off answers (e.g., ROSIER), analyzing them with advanced algorithms to triage patients to appropriate care with 97% accuracy in under 1-3 minutes.
ERTRIAGE enhances decision-making by quickly and accurately analyzing vast amounts of patient data, increasing efficiency and speed in crowded emergency departments. Its machine learning algorithms can predict the severity of conditions and identify patients at risk of deteriorating, helping ED staff proactively manage patient flow, allocate resources, and respond to emergencies. In cases of emergency, it can automatically route patients to appropriate care, such as video consultations, urgent care, or specialists.
The system aims to lower staff burnout, improve patient flow, reduce unnecessary ED visits, and provide timely patient data, leading to a more personalized, patient-centered approach and better value-based care.
Reviewed by Pouyan Golshani, MD — Interventional Radiologist
Key Features
- Real-time acuity classification and triage recommendations
- Analyzes 50-55 clinical decision points in under 1-3 minutes
- 97% accuracy in triage
- Supports clinically-accepted protocols (ESI, HEART, NEWS, ROSIER)
- Enhanced decision-making through rapid patient data analysis
- Predicts severity and identifies patients at risk of deteriorating
- Automated routing to appropriate care (video consultation, urgent care, specialists)
- Integrates with EHR/HIS systems
- Hybrid AI deployment (local on device, cloud)
- Centralized data for personalized, patient-centered care
Use Cases
- Emergency Departments
- Mobile Units & EMS
- Military & Humanitarian
- Disaster Response
- Life & Travel Insurance
- Reducing unnecessary ED visits and improving patient flow
What Physicians Need to Know
Key Capabilities
ERTRIAGE® is an AI-powered clinical intelligence platform designed for emergency departments. It supports patient prioritization, clinical decision support, operational efficiency, and healthcare resource optimization. The system analyzes over 50 key clinical data points, including symptoms, vital signs, medical history, and risk factors, to deliver real-time triage classification with 98% accuracy in under three minutes. It incorporates established protocols like the Emergency Severity Index (ESI), National Early Warning Score (NEWS), HEART Score, and ROSIER (Stroke recognition). ERTRIAGE® also features dynamic acuity re-scoring, continuously updating patient risk scores from registration to clinical review, and can trigger automatic reassessment requests if a patient's condition changes. It can identify low-acuity patients for fast-track pathways, improving patient flow. The platform is device-based, built on native Android technology with integrated machine learning models capable of operating both locally and in the cloud.
Clinical Utility
ERTRIAGE® aims to address challenges in emergency departments such as rising patient volumes, staff shortages, and variability in human clinical judgment. It augments clinical judgment with AI decision support for faster, more consistent, and accurate triage. Clinical evaluations have shown that medical teams using ERTRIAGE® experience a 40% reduction in triage processing time and a 30-40% reduction in patient waiting times. It improves patient flow through more accurate clinical prioritization and enables earlier detection of critical conditions like stroke, myocardial infarction, and sepsis. The system also helps reduce clinician burnout by automating routine tasks.
Integration Options
ERTRIAGE® is designed to integrate seamlessly into emergency department workflows. It is a strategic component of CAREPOI®'s broader healthcare intelligence ecosystem, which includes TELECARE® (telemedicine and remote monitoring) and MEDPOI® (hospital operations). This integration allows for a continuous care pathway from prevention and telemedicine to emergency triage and hospital operations. The system uses real-time data integration with bidirectional HL7 FHIR interfaces for electronic health record (EHR) systems.
Compliance Status
CAREPOI®, the developer of ERTRIAGE®, adheres to internationally recognized standards and frameworks, including ISO 27001 (Information Security Management), ISO 13485 (Medical Device Quality Management), CE requirements, HIPAA principles, GDPR, and ISO 9001 (Quality Management Systems). ERTRIAGE® itself is a registered EU trademark. AI clinical decision support tools like ERTRIAGE® are classified as medical devices under Regulation (EU) 2017/745 (MDR), typically as Class IIa or IIb software, requiring conformity assessment by a Notified Body.
Pricing Model
Unknown
User Experience
The system is designed to be user-friendly, with an intuitive interface for entering symptoms and guiding users through questionnaires. It aims to alleviate anxiety and disruption for patients by streamlining the triage process. For clinicians, it provides clear guidelines for assessment and treatment decisions, reducing the risk of misdiagnoses and ensuring consistent decision-making.
Support Quality
CAREPOI® offers ongoing training and quality assurance to ensure healthcare providers use the ERTRIAGE® system effectively and consistently, maintaining high standards of care.
Implementation Complexity
The implementation of ERTRIAGE® involves integrating it into existing emergency department workflows. While the system is designed for seamless integration, successful deployment requires attention to data quality, representativeness, algorithmic bias mitigation, and interface design. It is recommended that health systems approach AI triage adoption as a clinical governance exercise rather than solely a technology procurement exercise.
Evidence Base
ERTRIAGE® is built on a landmark, peer-reviewed AI breakthrough from 2008 that predicted patient survival in Intensive Care Units (ICUs). The core mathematics are based on a meta-level AI approach that analyzes complex patient telemetry data. The system's development has been informed by healthcare research, clinical workflows, and emergency care operations. Clinical evaluations have demonstrated measurable improvements in triage processing time, patient waiting times, and earlier detection of critical conditions. It is currently deployed in public hospitals in Greece. A systematic review from June 2026 highlights the promising evidence base for AI-augmented triage, demonstrating improvements in acuity classification accuracy, early recognition of time-sensitive diagnoses, and reductions in ED throughput times.
Physician Tip
ERTRIAGE® supports, but does not replace, clinical judgment. It provides AI-enhanced decision support to augment your expertise, leading to faster and more accurate triage. The system's ability to dynamically re-score patient acuity and identify critical conditions early can significantly improve patient outcomes and operational efficiency in the ED. Utilize the transparent, explainable AI to understand the rationale behind recommendations and integrate it into your existing clinical protocols.
ERTRIAGE® is part of a larger healthcare intelligence ecosystem by CAREPOI®, which includes TELECARE® for pre-hospital and remote care, and MEDPOI® for hospital operations. This integrated approach allows for a connected patient journey and seamless data flow across different stages of care. The system uses HL7 FHIR interfaces for real-time data exchange with EHR systems.
Details
| Category | Triage & ER/ICU AI |
| Pricing | Unknown |
| Deployment | Device-based, Hybrid (Local ML Model, Cloud AI Model) |
| API Available | Unknown |
| Training | Unknown |
| Compliance | |
| BAA Available | Unknown |
| HIPAA Compliant | Yes AI-estimated |
| FDA Status | Unknown |
| GDPR | Yes AI-estimated |
| Integrations | |
| EHR | Not specified |
| Specialties | Critical Care, Emergency Medicine |
Support & Reliability
| Training Provided | Unknown |
What the Web Says
ERTRIAGE® is an AI-powered clinical decision support system designed for emergency department triage, developed by CAREPOI®. It aims to improve the accuracy and efficiency of patient prioritization by analyzing over 50 clinical data points, including symptoms, vital signs, and medical history, to provide real-time triage classifications with high accuracy. The system is built on a foundation of peer-reviewed research dating back to 2008, focusing on predictive modeling for patient outcomes.
Overall: PositiveStrengths
- Reduces triage processing time by 40%.
- Decreases patient waiting times by 30-40%.
- Improves patient flow through more accurate clinical prioritization.
- Enables earlier detection of critical conditions like stroke, myocardial infarction, and sepsis.
- Increases staff confidence in triage accuracy and consistency across shifts.
- Provides real-time triage classification with 98% accuracy in under three minutes.
Limitations
- Most published machine learning triage models are trained on single-center, retrospective datasets, which may lead to performance degradation in different populations.
- Prospective, multi-center validation studies are still insufficient.
- Concerns exist about algorithmic bias in AI systems.
- General skepticism about AI's ability to fully replace human judgment in complex medical decision-making.
- Potential for AI to hallucinate or be inaccurate, as noted in general discussions about AI in medicine.
Based on reviews from: carepoi.com, ertriage.com, reddit.com, physicianaitools.com
Last updated: 2026-10-29
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Press & Coverage
carepoi.com
Artificial Intelligence in Emergency Department Triage
This systematic review from June 2026 discusses machine learning architectures, real-time risk stratification systems, and deployed AI platforms, including ERTRIAGE®, for emergency department triage clinical decision support. It covers gradient boosting, LSTM networks, LLM-enhanced chief complaint processing, and EU regulatory considerations.
2026-06
carepoi.com
The Real Story of ERTRIAGE: How a 2008 Breakthrough in ICU Survival Prediction Built the World's First Authentic Emergency Room AI Ecosystem
This article from carepoi.com details the origins of ERTRIAGE®, tracing its core mathematics back to a 2008 peer-reviewed AI breakthrough by Dr. Lefteris Gortzis that predicted patient survival in Intensive Care Units (ICUs). It highlights how this foundational research was refined over nearly 20 years to create ERTRIAGE®, a digital-twin AI ecosystem for pre-hospital and Emergency Department (ED) triage.
2026-10
carepoi.com
ERTRIAGE®: AI-Supported Emergency Triage and Clinical Decision Support System
ERTRIAGE® is presented as an AI-supported emergency triage and clinical decision support system that integrates into emergency department workflows, analyzing over 50 clinical data points for real-time triage classification with 98% accuracy in under three minutes. It is described as a device-based AI platform and a registered EU trademark of CAREPOI®.
2026-10
slideshare.net
ERTRIAGE by Carepoi: Revolutionizing Emergency Room Triage
This presentation describes ERTRIAGE as an AI-driven system by Carepoi designed to improve emergency room triage by quickly assessing patient conditions to prioritize care based on urgency. It aims to address issues like overcrowding, long wait times, and clinician burnout, while optimizing patient flow and enhancing decision-making.
2026-10
ertriage.com
Statement by the Minister of Health of Greece regarding the ERTRIAGE system
The Minister of Health of Greece highlighted the implementation of ERTRIAGE® in Emergency Departments (EDs), emphasizing its innovative use of Artificial Intelligence to support rapid patient assessment and prioritization. The system is noted for contributing to more efficient patient flow, reduced waiting times, and improved resource allocation, while assisting healthcare professionals in decision-making.
2025-09
ertriage.com
ERTRIAGE Selected for egg Accelerator Program — A Major Milestone in Scaling AI Triage Innovation
ERTRIAGE announced its acceptance into the egg accelerator program, a leading innovation growth initiative by Eurobank in collaboration with The egg — Enter Grow Go. This is presented as a key step in ERTRIAGE's growth journey and recognition for scaling AI triage innovation.
2026-01
ertriage.com
Volos: Patient Management at the Hospital's Emergency Department to Be Enhanced with Artificial Intelligence
The Emergency Department (ED) of Volos Hospital is set to implement ERTRIAGE, an AI system that will analyze real-time clinical data to assist doctors and nurses in critical decision-making. This is expected to enhance patient care quality, reduce waiting times, and streamline decision-making in the emergency room.
2025-09
carepoi.com
Dynamic Acuity Re-Scoring in the Waiting Room
This article discusses how AI platforms like ERTRIAGE® enable dynamic acuity recalculation throughout the waiting period in emergency departments. It explains that if an AI-calculated acuity score crosses a predefined threshold, it triggers an automatic reassessment request, creating a safety net that traditional static triage cannot provide.
2026-06
Videos
Product demos, reviews, and walkthroughs for ERTRIAGE®.
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Frequently Asked Questions
ERTRIAGE® is designed to seamlessly integrate into emergency room workflows, supporting personalized prehospital, in-hospital, and out-hospital triage. It analyzes over 50 clinical data points, including symptoms, vital signs, and medical history, to provide real-time triage classification and decision support to physicians. The system offers real-time triage classification suggestions, aiming to enhance clinical confidence and reduce variability among providers, but the final triage assignment remains at the discretion of the attending healthcare professional.
ERTRIAGE® is a registered EU trademark owned by CAREPOI, covering AI software, medical devices, and healthcare services. It is built for secure healthcare data environments and is designed to operate in compliance with HIPAA requirements, implementing administrative, technical, and physical safeguards to protect Protected Health Information (PHI). CAREPOI also states adherence to ISO 27001, ISO 13485, ISO 9001, and GDPR for its platforms.
ERTRIAGE®, like other AI triage systems, faces limitations such as potential performance degradation when deployed in geographically or demographically distinct populations due to dataset shift. While it aims to improve accuracy and consistency, traditional triage models, including those augmented by AI, can still be limited by factors like human subjectivity, time pressure, and incomplete data. The system is intended to support, not replace, clinical judgment.
While ERTRIAGE® is described as the world's first device-based AI triage system, other AI-driven solutions are emerging in emergency medicine to enhance ER triage and reduce ICU burden. Conventional triage frameworks like the Manchester Triage System (MTS), Emergency Severity Index (ESI), and Canadian Triage and Acuity Scale (CTAS) are also used, though they are point-in-time assessments and not dynamically evolving. CAREPOI also offers MEDPOI AI®, which works with ERTRIAGE® for ER patient management.
The provided information does not contain specific details about the pricing model for ERTRIAGE®. For pricing inquiries, it is recommended to contact CAREPOI directly.
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| Last Verified: 2026-04-21 | First Added: 2026-04-21
Investors who backed ERTRIAGE®
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