eCARTv5 Clinical Deterioration Suite (“eCART”) vs OneDash

Similar category, different focus. These tools serve overlapping but distinct needs. Comparability 65/100 Comparability is an AI-graded 0–100 score of how directly these two tools compete — higher means a more apples-to-apples comparison.
VS
by Vexpro Technologies Pte Ltd

AI Verdict

Tool A, eCARTv5, is an FDA-cleared clinical deterioration suite focused on real-time prediction of critical events in hospitalized patients, making it suitable for acute care settings. Tool B, OneDash, is an AI platform that unifies diverse data, including social determinants of health, to identify high-risk patients and automate care gap closure, making it more geared towards population health management and preventative care. While both offer clinical decision support, their primary applications and target patient populations differ significantly.

Choose eCARTv5 Clinical Deterioration Suite (“eCART”) if…

Choose eCARTv5 Clinical Deterioration Suite if your primary goal is to proactively prevent adverse events in hospitalized adult patients by predicting clinical deterioration (death or ICU transfer) in real-time. This tool is ideal for hospitals seeking an FDA-cleared, AI-powered solution that integrates directly with EHRs to provide continuous risk assessment and guide care with embedded clinical pathways, thereby reducing false alarms and clinician workload.

View eCARTv5 Clinical Deterioration Suite (“eCART”) →

Choose OneDash if…

Choose OneDash if your organization needs to identify high-risk patients and improve population health outcomes by unifying diverse data sources, including social determinants of health. This platform is best suited for healthcare providers focused on automating care gap closure and enhancing quality measure performance across a patient population, leveraging predictive analytics for actionable insights.

View OneDash →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature eCARTv5 Clinical Deterioration Suite (“eCART”) OneDash
Pricing Contact vendor for tailored quote. Available on platform
Deployment Cloud-based SaaS, integrated directly into Electronic Health Record (EHR) systems. Cloud/Web, Mobile
FDA Status 1 AI-estimated No AI-estimated

Head-to-Head

AI-generated assessment across six dimensions based on each tool's documented features and compliance posture. Grounded in public data — not a substitute for hands-on evaluation.

Usability

eCARTv5 Clinical Deterioration Suite (“eCART”)

AgileMD's eCART is praised by users for its intuitive user interface and seamless integration with existing EHR systems, which minimizes disruption and streamlines workflows. This integration is highlighted as superior to standalone tools, suggesting a better overall user experience for clinicians. OneDash's usability information is less detailed, though it does offer a mobile app and a user guide for clinicians and administrators.

Clinical Value

eCARTv5 Clinical Deterioration Suite (“eCART”)

AgileMD's eCARTv5 is an FDA-cleared Software as a Medical Device (SaMD) that has undergone extensive multicenter retrospective and prospective validation, demonstrating high accuracy in predicting clinical deterioration (death or ICU transfer) across various patient populations and conditions. It leverages up to 97 real-time variables from EHRs and provides embedded clinical pathways for care guidance. OneDash focuses on identifying high-risk patients and automating care gap closure, integrating social determinants of health, but lacks FDA clearance and detailed public clinical validation studies.

Pricing & Value

Tie

Both tools require contacting the vendor for a tailored quote, indicating a lack of public pricing transparency. AgileMD's pricing is noted to be custom and potentially per-user or monthly. OneDash has a starting price of $19 per user per month for certain features, which is on the higher end compared to some alternatives, but its overall value proposition would depend on the specific features and scale of deployment. Without specific quotes for comparable scopes, it's difficult to definitively declare a winner in terms of pricing and value.

Enterprise Readiness

eCARTv5 Clinical Deterioration Suite (“eCART”)

AgileMD's eCART is deployed as a cloud-based SaaS solution that integrates directly into EHR systems like Epic and Cerner, and is used in over 400 hospitals by more than 150,000 clinical users, processing millions of patient encounters. It is SOC-II and HIPAA compliant, and its rapid, seamless implementation in days to weeks further supports its enterprise readiness. While OneDash is also cloud-based and offers data export, the scale of its enterprise adoption and specific integration capabilities are not as extensively detailed.

Innovation

eCARTv5 Clinical Deterioration Suite (“eCART”)

AgileMD's eCARTv5 utilizes a gradient-boosted machine learning model for continuous, all-cause clinical deterioration prediction, which has been rigorously validated and received FDA clearance. This focus on early warning systems with high accuracy and low false alarms, coupled with embedded clinical pathways, represents significant innovation in proactive patient care. OneDash's innovation lies in unifying diverse data sources, including social determinants of health, for automated care gap closure and quality measure improvement, which is valuable but not as distinctly differentiated in the AI/ML model itself compared to eCARTv5's clinical prediction capabilities.

Support & Docs

eCARTv5 Clinical Deterioration Suite (“eCART”)

AgileMD offers various resources including an engineering blog and multiple developer resources, along with support and system status information. User reviews also highlight strong support. OneDash provides a user guide with documentation for clinicians, admins, and pharmacy operators, covering various features and offering support via email. However, AgileMD's broader range of publicly available resources and positive user feedback on support suggest a more comprehensive offering.

Feature-by-Feature

Detail beyond the Quick Comparison summary. For pricing, deployment, BAA, FDA, and HIPAA see the Overview tab.

Feature eCARTv5 Clinical Deterioration Suite (“eCART”) OneDash
Name eCARTv5 Clinical Deterioration Suite (u201ceCARTu201d) OneDash
Company AgileMD Vexpro Technologies Pte Ltd
Description FDA-cleared, AI-powered Software as a Medical Device (SaMD) that integrates with EHRs to continuously assess and predict the risk of clinical deterioration (death or ICU transfer) in hospitalized adult patients, guiding care with embedded clinical pathways. AI-powered platform that unifies diverse data sources, including social determinants of health, to identify high-risk patients and automate care gap closure and quality measure improvement.
Key Features AI-powered clinical deterioration prediction, Continuous patient risk assessment (death or ICU transfer), EHR integration with real-time data (up to 97 variables), Embedded clinical pathways for care guidance, Early warning system (alerts hours before critical illness), Risk stratification (eCART score and risk designation), Minimizes false alarms and clinician workload, Reporting and benchmarking capabilities Data Unification, Social Determinants of Health Integration, High-Risk Patient Identification, Automated Care Gap Closure, Quality Measure Improvement, Predictive Analytics, Actionable Insights
Specialties Critical Care, Emergency Medicine, Hospital Medicine Family Medicine, Geriatrics, Internal Medicine

Videos

Demos, reviews, and walkthroughs featuring eCARTv5 Clinical Deterioration Suite (“eCART”) and OneDash.

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Frequently Asked Questions

eCARTv5 is designed for seamless integration with EHRs, leveraging up to 97 real-time variables including labs, vital signs, and nursing assessments to generate risk scores and guide care with embedded clinical pathways. OneDash also consolidates data from multiple sources, including EHRs, labs, pharmacy systems, and health information exchanges, to create a unified patient view and automate care gap closure.
eCARTv5 has been prospectively validated in large multicenter studies, demonstrating high accuracy (AUROC of 0.834) in predicting clinical deterioration (death or ICU transfer) in hospitalized adult patients. OneDash uses AI to identify high-risk patients and care gap closure opportunities, and its 'Clair' feature utilizes legitimate references like FDA Drug Package Inserts and NIH Clinical Trial Databases for recommendations.
eCARTv5 is designed with an intuitive user interface and well-tested clinical workflow to minimize false alarms and decrease clinician workload, aiming to provide front-line clinical teams with confidence. OneDash simplifies complex healthcare workflows by structuring processes into a clear, step-by-step funnel and provides a user guide with documentation for clinicians and administrators.
AgileMD emphasizes that eCARTv5 pathways integrate seamlessly with native EHR workflows and are deployed quickly without heavy reliance on IT support. OneDash offers support via email and may provide training for its platforms, though it reserves the right to charge for such training.
While specific time-to-value metrics are not provided for eCARTv5, AgileMD highlights that its clinical decision support software has been used by over 135,000 providers in over 250 U.S. hospitals, with work evaluated in 80 peer-reviewed publications, suggesting established benefits. OneDash aims to provide real-time gap intelligence and automated actions, with reported client results including over 15,000 automatically identified care gaps in four months for a population of 100,000, and over 900 hours of time saved for clinical teams over two quarters.
eCARTv5 provides reporting and benchmarking capabilities. OneDash's platform includes features to monitor financial, clinical, and quality outcomes, as well as care gap statistics and reports, allowing for tracking of interventions and actions.
eCARTv5 was developed and validated in a multicenter retrospective and prospective observational study across numerous hospitals and health systems, indicating its suitability for diverse clinical environments. OneDash's ability to unify diverse data sources and automate workflows suggests a standardized approach that could be beneficial for consistent application across multiple sites.
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