Etiometry

by Etiometry  · Based in United States → — Clinical Intelligence for High-Acuity Care Teams
Anesthesiology Critical Care Emergency Medicine
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Regulatory Status Disclosed

Overview

Etiometry offers an FDA-cleared, AI-driven clinical intelligence platform designed for high-acuity care teams, delivering deep physiologic insights and supporting the automation of hospital-defined clinical pathways. The platform aggregates real-time physiologic data from monitoring systems, peripheral devices, and EHR, employing risk analytics to help clinicians identify early signs of patient deterioration. It empowers clinicians to make timely decisions and actions that may improve outcomes, reduce costs, and ease the burden on care teams, enabling proactive and personalized care escalation and de-escalation. Etiometry also supports automated quality improvement initiatives for care standardization and facilitates the measurement, iteration, and optimization of hospital care delivery processes.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Key Features

  • Data Aggregation & Visualization (Holistic view, vendor-neutral)
  • FDA-Cleared Risk Analytics (IDO2, IVCO2, ACD, HLA)
  • Clinical Pathway Automation
  • Quality Improvement Application/Clinical Database
  • AI-driven clinical intelligence
  • Real-time physiologic data aggregation
  • Early deterioration identification
  • Proactive & personalized care escalation/de-escalation
  • Comprehensive Decision Support
  • Real-time waveform analysis

Use Cases

  • Hemodynamic and Respiratory Management in the ICU
  • Cardiogenic Shock Classification and Tracking
  • Extubation Readiness Tests
  • Vasoactive Weaning
  • Reducing Length of Stay (LOS) by up to 36%
  • Decreasing ICU readmissions by up to 41%

What Physicians Need to Know

Evidence Base
Etiometry's clinical intelligence platform is supported by a robust and expanding evidence base, including over 150 studies and 150 million hours of de-identified patient data. It leverages AI-driven insights and advanced analytics to provide FDA-cleared physiologic risk algorithms, such as IDO2 (Inadequate Delivery of Oxygen), IVCO2 (Inadequate Ventilation of Carbon Dioxide), HLA (Hyperlactatemia), and ACD (Acidemia). The platform incorporates hospital-specific clinical guidelines to automate workflows, including those based on Society for Cardiovascular Angiography & Interventions (SCAI) guidelines for cardiogenic shock.
Clinical Validation Studies
The platform is backed by over 150 clinical studies and quality improvement initiatives, demonstrating its impact on critical care outcomes. Studies have shown associations with significant improvements, including up to a 41% decrease in ICU readmissions, up to a 30% reduction in ventilation time, up to a 36% reduction in Length of Stay (LOS), and a 29% shorter vasoactive infusion duration. Recent adult studies further validate the platform's utility in identifying patient-specific risk and optimizing resource utilization in critical care. Etiometry also offers an Algorithm Development Kit (ADK 2.0) for clinician researchers to develop, validate, and deploy custom algorithms.
Alert Fatigue Management
Etiometry is designed as a clinical decision support tool, not an active patient monitoring or alarm system. It provides adjunctive information and informational flags to augment clinician review of patient data and existing workflows, rather than generating alarms. The risk analytics engine calculates indices to bring attention to potential changes in patient status, but emphasizes that clinicians should review primary patient data and not solely rely on these indices for clinical decisions.
Clinical Workflow Integration
The Etiometry platform is a web-based solution that seamlessly integrates with existing hospital IT architecture, including Electronic Health Records (EHRs) and various patient monitoring devices (e.g., ventilators, telemetry, arterial lines). It aggregates and visualizes continuous physiologic, lab, and medication data into a single longitudinal view, accessible at the bedside, on workstations, or remotely via VPN and Single Sign-On (SSO) within EHRs. The platform supports various clinical workflows such as rounds, handoffs, event reviews, patient prioritization, and discharge decisions, and automates hospital-defined clinical pathways for care escalation and de-escalation.
Decision Audit Trail
The Etiometry Quality Improvement (QI) Application provides automated reports and event review tools. It offers longitudinal timelines with user-entered markers to facilitate the review of care sequences and physiologic context, supporting quality improvement initiatives and clinical research. The platform stores high-fidelity waveform data, making it available for ongoing research and analysis.
Physician Tip

Etiometry is best utilized as an adjunctive tool to enhance situational awareness and support data-driven decision-making in critical care, rather than a standalone monitoring or diagnostic system. Leverage its aggregated, trended data views and risk indices to proactively identify subtle changes in patient condition, inform care escalation/de-escalation, and streamline adherence to hospital-specific clinical pathways. It can be particularly valuable during rounds, handoffs, and for training newer clinicians by providing a holistic patient picture. Always integrate its insights with primary patient data and clinical judgment.

Etiometry is designed for deep integration with existing hospital infrastructure, including EHRs, patient monitoring systems, lab systems, and medication data, without requiring custom coding or HL7 interfaces. It offers flexible access via bedside displays, workstations, central command centers, and remote access through VPN or SSO within EHRs. The platform's ability to embed hospital-specific protocols and automate workflows ensures seamless integration into diverse clinical environments and supports standardized care delivery.

Details

Category Clinical Decision Support & Reference, Triage & ER/ICU AI
Pricing Contact for pricing
DeploymentHybrid (On-premise, Cloud-based)
Compliance
BAA AvailableUnknown AI-estimated
HIPAA Compliant Yes AI-estimated
FDA Status 1 AI-estimated

Etiometry holds 11 FDA clearances. This includes a recent clearance (K254066, April 8, 2026) for the first-ever solution for automating hospital-specific cardiogenic shock classification and tracking, and a 10th clearance in February 2025 that added four analytic indices and cybersecurity improvements.
Integrations
EHR Not specified
Specialties Anesthesiology, Critical Care, Emergency Medicine

What the Web Says

Etiometry is a clinical decision support platform that provides real-time, predictive analytics for critically ill patients. It integrates data from various hospital systems to offer a comprehensive view of a patient's condition, aiming to help clinicians anticipate and prevent adverse events. Reviews highlight its potential to improve patient outcomes and streamline workflows in intensive care settings.

Overall: Positive

Strengths

  • Real-time predictive analytics for early intervention
  • Integrates diverse patient data into a single platform
  • Aids in proactive clinical decision-making
  • Potential to reduce adverse events and improve patient safety
  • Customizable dashboards and alerts
  • Supports standardized care protocols

Limitations

  • Steep learning curve for new users
  • Requires significant IT integration and setup
  • Potential for alert fatigue if not configured properly
  • Cost can be a barrier for some institutions
  • Data accuracy heavily relies on input systems
  • Limited direct patient interaction features

Based on reviews from: G2, Capterra, Reddit (various healthcare-related subreddits), Healthcare IT News, Etiometry Website (customer testimonials/case studies), Physician reviews (via medical forums/publications)

Last updated: 2026-07-22

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Press & Coverage

Etiometry (Press Release)
Etiometry Receives a First-Ever FDA Clearance for Automating Hospital-Specific Cardiogenic Shock Classification and Tracking
Etiometry announced FDA clearance for its Cardiogenic Shock Tool, the first solution to automate hospital-specific cardiogenic shock classification and tracking using physiologic monitoring data. This tool aims to improve early identification and management of cardiogenic shock, a critical challenge in healthcare.
2026-04
Etiometry (Press Release)
Economic Impact Analysis Highlights Millions in Potential Savings for Hospitals Using Etiometry Platform
An economic impact analysis revealed that hospitals utilizing Etiometry's AI-driven clinical intelligence platform could achieve over a 200% ROI in the first year and more than $2 million in annual savings. The platform helps improve outcomes and resource allocation for critically ill patients.
2026-03
Etiometry (Press Release)
Etiometry Expands Evidence Base with New Adult Data Demonstrating Clinical Value Across Critical Care Settings
Etiometry announced the expansion of its clinical evidence base in adult critical care, with new data from a UTSW study presented at the 2026 Society of Thoracic Surgeons Annual Meeting. The study demonstrated the platform's ability to identify patient-specific risk and support improved resource utilization.
2026-02
Etiometry (Press Release)
Etiometry Named Top Clinical Intelligence Platform of 2026
Etiometry was recognized as one of the u201cTop Most Influential Companies to Watch 2026u201d by BizTech Outlook and a winner of the 2025 Digital Health Hub Award for Best in Class - AI in Patient Care.
2026-02
Etiometry (Press Release)
Etiometry Achieves 10th FDA Clearance for Critical Care Platform
Etiometry received its 10th FDA clearance for its critical care platform, highlighting the company's commitment to innovation and cybersecurity excellence in clinical decision support software. The clearance ensures compliance with stricter FDA guidelines for cybersecurity.
2025-02
Etiometry (Press Release)
Multicenter Study Demonstrates 29% Reduction in Vasoactive Infusion Time with Use of Etiometry's AI Powered Clinical Intelligence Platform
A multicenter clinical trial published in Critical Care Medicine showed that Etiometry's Clinical Intelligence Platform, specifically its Inadequate Delivery of Oxygen (IDO2) Index, was associated with a 29% reduction in the duration of vasoactive and inotropic infusions after pediatric cardiac surgery.
2025-06
Etiometry (Press Release)
Boston Children's Hospital Multi-center Study Finds Etiometry's Risk Analytics Algorithms May Help Assess Extubation Failure Following Congenital Cardiac Surgery
A multi-center study published in Pediatric Critical Care Medicine found that Etiometry's FDA-cleared physiologic risk analytics (IDO2 and IVCO2) were associated with an increased risk of extubation failure in neonates after congenital cardiac surgery, supporting clinician risk stratification.
2025-05
Etiometry (Press Release)
Etiometry Gains FDA Clearance of AI-Based Algorithm that Alerts Risk of Hypercapnia for Neonates in Critical Care
Etiometry announced FDA clearance for its IVCO2 Indexu2122 for use with neonatal ICU patients under 2kg, providing continuous non-invasive ventilation monitoring to alert for the risk of hypercapnia.
2023-08

Videos

Product demos, reviews, and walkthroughs for Etiometry.

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Frequently Asked Questions

Etiometry is an AI-driven clinical intelligence platform designed for high-acuity care, primarily in ICUs. It aggregates high-fidelity data from various clinical systems like patient monitors, lab information systems, and EHRs into a single, easy-to-interpret display. The platform uses FDA-cleared, model-based risk algorithms to detect subtle physiological changes, providing actionable insights to help care teams make timely decisions and manage patient deterioration or improvement.
Yes, Etiometry's platform has received multiple FDA clearances, including 11 clearances for its platform and specific physiologic risk algorithms, such as those for inadequate oxygen delivery and cardiogenic shock classification. The company also maintains SOC 2 Type 2 compliance, ISO-27001 certification for cybersecurity, and ISO-13485 for development and maintenance processes, ensuring adherence to stringent security and regulatory standards.
Unlike traditional telemetry or basic EHRs that primarily display data, Etiometry's platform aggregates and analyzes diverse data streams to provide real-time risk assessments and automate clinical pathways. While other AI solutions may focus on virtual collaboration or documentation, Etiometry differentiates itself with a greater number of FDA-cleared risk algorithms and extensive supporting clinical studies, offering a more comprehensive clinical intelligence layer.
The Etiometry platform is intended as adjunctive clinician support and does not replace direct patient monitoring devices, alarms, or a physician's clinical judgment. It is not designed for active patient monitoring or alarm notification, but rather provides supplementary information and informational flags to enhance existing workflows and aid in decision-making.
Etiometry operates on an enterprise subscription model for its clinical intelligence platform. Specific pricing details are not publicly disclosed, and interested healthcare institutions are advised to contact the vendor directly for a customized quote.
Etiometry prioritizes data privacy and security through robust compliance measures, including SOC 2 Type 2 certification and ISO-27001 certification for its IT structure. The platform also adheres to FDA's heightened security requirements, with recent clearances validating its strengthened security architecture to protect hospitals and patients from cyber threats.

Compare Etiometry

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Suggest an Edit → | Last Verified: 2026-04-22 | First Added: 2026-04-22
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