Eko Foundation Analysis Software with Transformers (EFAST) vs ASSURE Wearable ECG

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 Kestra Medical Technologies

AI Verdict

EFAST by Eko Health is an AI-powered software designed for real-time diagnostic assistance during in-person auscultation, focusing on detecting structural murmurs and atrial fibrillation. Conversely, Kestra Medical Technologies' ASSURE Wearable ECG provides continuous, remote heart rate monitoring and data collection for at-risk cardiac patients. While both leverage AI in cardiology, EFAST is optimized for point-of-care diagnostics, whereas ASSURE is built for ongoing remote patient management.

Choose Eko Foundation Analysis Software with Transformers (EFAST) if…

Choose EFAST if your primary need is real-time, AI-powered diagnostic assistance during routine clinical examinations. This tool is ideal for clinicians seeking immediate insights into structural murmurs and atrial fibrillation directly at the point of care, leveraging advanced stethoscope technology for enhanced auscultation and efficient EMR integration.

View Eko Foundation Analysis Software with Transformers (EFAST) →

Choose ASSURE Wearable ECG if…

Choose ASSURE Wearable ECG if your focus is on continuous, long-term cardiac monitoring for at-risk patients in an ambulatory setting. This wearable device excels at capturing intermittent cardiac events, filtering motion artifacts, and providing clinicians with comprehensive physiologic trend data through a remote patient data platform for ongoing management.

View ASSURE Wearable ECG →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature Eko Foundation Analysis Software with Transformers (EFAST) ASSURE Wearable ECG
Pricing Subscription-based, contact for details Contact for pricing.
Deployment Cloud-based Software as a Medical Device (SaMD) Wearable device, mobile application, and cloud-based remote patient data platform.
BAA Available Yes AI-estimated Yes AI-estimated
FDA Status Cleared AI-estimated Cleared AI-estimated
HIPAA Yes AI-estimated Yes 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

Eko Foundation Analysis Software with Transformers (EFAST)

EFAST integrates AI directly into the familiar auscultation workflow, providing real-time analysis, waveform visualization, and guided exams that enhance a clinician's immediate diagnostic capabilities. This seamless integration into an existing clinical procedure, coupled with immediate feedback, offers superior usability for the healthcare provider during a patient encounter. While Tool B focuses on patient comfort for continuous monitoring, Tool A's features directly augment the clinician's interaction with the AI for immediate insights.

Clinical Value

Eko Foundation Analysis Software with Transformers (EFAST)

EFAST provides high-accuracy, FDA-cleared diagnostic insights for structural murmurs (93% sensitivity, 91% specificity) and atrial fibrillation (95% sensitivity, 94% specificity) in real-time during routine exams. These specific, validated metrics for immediate diagnostic assistance offer significant clinical value by enabling prompt decision-making. While Tool B offers valuable continuous monitoring, Tool A's direct diagnostic capabilities for critical conditions during an examination provide a more immediate and impactful clinical benefit.

Pricing & Value

Eko Foundation Analysis Software with Transformers (EFAST)

Tool A offers more transparency regarding its pricing model, detailing a subscription-based Eko+ membership and a daily cost equivalent for its advanced stethoscope technology. This provides potential users with a clearer understanding of the investment required. In contrast, Tool B only states 'contact for pricing,' making it harder to assess its value proposition without further inquiry.

Enterprise Readiness

Eko Foundation Analysis Software with Transformers (EFAST)

Both tools demonstrate strong foundational enterprise readiness with HIPAA compliance, BAA availability, and cloud-based platforms. However, EFAST explicitly highlights 'EMR integration for streamlined documentation,' which is a critical feature for seamless adoption and efficient workflow within large healthcare systems. This direct mention of EMR integration gives Tool A an edge in enterprise readiness.

Innovation

Eko Foundation Analysis Software with Transformers (EFAST)

EFAST innovates by integrating an advanced, FDA-cleared AI model directly into the traditional auscultation process, providing real-time, objective diagnostic insights for structural murmurs and AFib. This transforms a historically subjective clinical skill into a data-driven, augmented diagnostic capability during a physical exam. While Tool B offers innovative wearable technology for continuous monitoring, Tool A's real-time AI augmentation of a core clinical procedure represents a more disruptive innovation in immediate diagnostic practice.

Support & Docs

Tie

Both Eko Health and Kestra Medical Technologies provide online support resources, including help centers, FAQs, and contact options for customers. Without more specific details on the depth, breadth, or responsiveness of their respective documentation and support channels, it is not possible to definitively distinguish between the two. Therefore, they are considered a tie in this dimension.

Feature-by-Feature

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

Feature Eko Foundation Analysis Software with Transformers (EFAST) ASSURE Wearable ECG
Product Name Eko Foundation Analysis Software with Transformers (EFAST) ASSURE Wearable ECG
Company Eko Health Kestra Medical Technologies
Primary Function Assists clinicians in identifying structural murmurs associated with heart disease and detecting atrial fibrillation, providing real-time, actionable cardiac insights during routine exams. Non-therapeutic device for continuous heart rate monitoring and data collection, integrated into their digital healthcare platform for at-risk cardiac patients.
Key AI/Detection Capability AI-powered structural murmur detection (93% sensitivity, 91% specificity) and AI-powered atrial fibrillation (AFib) detection (95% sensitivity, 94% specificity). ASSURE Detection Algorithm with Quad Channel Processingu2122 for continuous heart rate monitoring and filtering motion artifacts.
Associated Hardware/Integration Seamless integration with Eko digital stethoscopes (e.g., CORE 500). Wearable ECG device (SensorFit Garment with non-adhesive, embedded, and cushioned ECG sensors).

Videos

Demos, reviews, and walkthroughs featuring Eko Foundation Analysis Software with Transformers (EFAST) and ASSURE Wearable ECG.

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Frequently Asked Questions

EFAST by Eko Health is an advanced, FDA-cleared AI model that assists clinicians in identifying structural murmurs associated with heart disease and detecting atrial fibrillation during routine exams. The ASSURE Wearable ECG by Kestra Medical Technologies is a non-therapeutic device for continuous heart rate monitoring and data collection for at-risk cardiac patients, particularly those who have completed use of a Wearable Cardioverter Defibrillator (WCD).
EFAST integrates with Eko digital stethoscopes to provide real-time AI analysis during auscultation, capturing heart sounds and electrical heart signals via electrocardiogram (ECG). The ASSURE Wearable ECG is a wearable device with non-adhesive, embedded, and cushioned ECG sensors within a SensorFit Garment for continuous heart rate monitoring.
EFAST offers AI-powered detection of structural murmurs (93% sensitivity, 91% specificity) and atrial fibrillation (95% sensitivity, 94% specificity) during routine exams. ASSURE provides continuous heart rate monitoring, automatic episode storage, and physiologic trend data, utilizing its Quad Channel Processingu2122 and Adaptive Patient Intelligenceu2122 algorithms to filter motion artifacts.

Backers

Who funded each tool's parent company.

ASSURE Wearable ECG

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