Etiometry
About Etiometry
Etiometry is a leading healthcare AI company specializing in clinical intelligence and decision-support software for high-acuity care settings, primarily intensive care units (ICUs). Their platform aggregates real-time physiological data from various bedside devices and laboratory systems, providing clinicians with a comprehensive, time-sequenced dashboard. It leverages advanced analytics and proprietary AI-powered risk algorithms, such as the Inadequate Oxygen Delivery Index (IDO2) and Inadequate Ventilation of CO2 (IVCO2), to identify subtle changes in patient conditions and anticipate deterioration.
For physicians, the Etiometry Platform is designed to facilitate data-driven, proactive decision-making, supporting both care escalation and de-escalation. It aims to standardize care through automated clinical pathways and workflows, improve patient outcomes by enabling earlier intervention, and enhance clinical efficiency while potentially lowering costs. The company has received multiple FDA clearances, including a recent one for automating hospital-specific cardiogenic shock classification and tracking, and its solutions are utilized by top academic medical centers and children’s hospitals, with expanding adoption in adult ICUs, operating rooms, and emergency departments.
Focus Areas
Business Intelligence
| Key Investors | Shamrock Holdings, Shepherd Kaplan Krochuk (SKK 9i Ventures), Escalate Capital Partners, United States Department of War, U.S. Department of Health and Human Services |
| Partnerships | Children's Hospital of Alabama, Boston Children's Hospital, Children's National Hospital, Washington University School of Medicine (for studies), Radiometer America (distribution), Terumo Cardiovascular (strategic collaboration), multiple enterprise agreements with prominent healthcare systems in the Midwest and Mountain regions of the U.S., international markets |
| Technology | Etiometry Platform (T3 Platform), Data Aggregation and Visualization, Risk Analytics Engine (RAE) with Bayesian models (IDO2, IVCO2, ACD, HLA), high-resolution waveform data integration, web-based/cloud-deployable architecture, FHIR and EHR integration, AI/machine learning risk algorithms, real-time physiologic data streaming and ingestion, data de-identification and normalization pipelines, clinical visualization and dashboarding, automated workflow/clinical pathway engines, unit surveillance and triage dashboards. |
| FDA Clearances | 11 cleared products (estimated) |
What Physicians Need to Know
Etiometry stands out for physicians by significantly reducing cognitive load and burnout through its ability to consolidate vast amounts of real-time patient data into one intuitive, trended display, making critical insights readily accessible. This enables earlier detection of patient deterioration via FDA-cleared AI algorithms, supporting timely and informed interventions. The platform facilitates both standardized and personalized care through customizable clinical pathway automation, ensuring adherence to hospital protocols while allowing for individual patient needs. It enhances communication during handoffs and rounds by providing a shared, holistic view of the patient's condition, improving team collaboration. For newer clinicians, it builds confidence by offering immediate access to comprehensive, trended data, helping them understand and articulate patient status more effectively. Etiometry is not an alarm system but an adjunctive decision support tool, augmenting clinical judgment with actionable insights and informational flags. Furthermore, it supports quality improvement initiatives and clinical research by providing tools for event review and access to de-identified datasets.
Etiometry's platform is designed for seamless integration with existing hospital IT infrastructure. It integrates deeply with Electronic Health Records (EHRs), including major systems like Cerner and Epic, and various bedside monitoring devices, lab information systems, and peripheral devices. The platform supports Single Sign-On (SSO) within EHRs for convenient access. Clinicians can access the platform via persistent bedside displays, workstations on wheels (WOW), central ICU command centers, or remotely through hospital-approved VPNs, ensuring flexibility and accessibility within existing workflows.
What the Web Says
Etiometry is generally viewed as a company with a strong mission to improve patient care through data analytics, particularly in critical care settings. Their software is appreciated for its ability to integrate various data points and provide actionable insights. As an employer, they are seen as having a positive culture, though some challenges related to growth and workload are mentioned.
Overall: PositiveStrengths
- Strong mission-driven company focused on patient outcomes.
- Innovative product that integrates diverse patient data for critical care.
- Positive company culture with supportive colleagues.
- Opportunities for professional growth and learning.
- Leadership is generally well-regarded and transparent.
- Impactful work that contributes to saving lives.
Limitations
- Workload can be demanding due to rapid growth and small teams.
- Some users report a steep learning curve for the product.
- Specific product features or integrations may need improvement.
- Compensation might not always be competitive with larger tech companies.
- Potential for burnout if work-life balance isn't carefully managed.
- Limited public reviews make it hard to get a comprehensive view.
Based on reviews from: Glassdoor, LinkedIn (employee posts and profiles), Healthcare IT News (mentions/articles), Company website (for mission/values), Various industry publications and awards
Last updated: 2026-07-23
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Press & Coverage
Frequently Asked Questions
Comparisons
When considering AI tools for high-acuity care, both AgileMD’s eCARTv5 Clinical Deterioration Suite and Etiometry offer robust solutions, each with distinct strengths. eCART excels at continuously assessing and predicting the risk of clinical deterioration (death or ICU transfer) in hospitalized adult patients, integrating directly with EHRs to provide real-time risk stratification and embedded clinical pathways. […]
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