Assert-IQ vs HeartFlow Analysis

Similar category, different focus. These tools serve overlapping but distinct needs. Comparability 60/100 Comparability is an AI-graded 0–100 score of how directly these two tools compete — higher means a more apples-to-apples comparison.
by Abbott
VS
by Heartflow

AI Verdict

These tools are adjacent rather than direct competitors, as they address distinct areas within cardiology. Assert-IQ focuses on long-term, continuous monitoring and advanced detection of heart rhythm disorders using an insertable cardiac monitor. In contrast, HeartFlow Analysis provides non-invasive diagnosis and management of coronary artery disease through AI-powered 3D modeling and analysis of coronary arteries from CT scans.

Choose Assert-IQ if…

Choose Assert-IQ if your patient presents with infrequent, unexplained symptoms like syncope or palpitations, and you require long-term, continuous cardiac monitoring to detect elusive arrhythmias. This tool is ideal for comprehensive, remote arrhythmia detection over several years, providing proactive alerts and patient-activated symptom logging to aid in definitive diagnosis and management.

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Choose HeartFlow Analysis if…

Choose HeartFlow Analysis if you need a non-invasive, AI-powered solution to assess suspected or known coronary artery disease from a standard CT scan. This tool provides personalized 3D models, fractional flow reserve (FFRct) analysis, and plaque characterization to determine the functional significance of coronary stenoses and guide treatment decisions without the need for invasive procedures.

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Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature Assert-IQ HeartFlow Analysis
Pricing Unknown Contact vendor for pricing
Deployment Subcutaneously implanted device with mobile app connectivity Cloud-based (AWS)
BAA Available Unknown Yes AI-estimated
FDA Status Cleared AI-estimated Cleared 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

HeartFlow Analysis

HeartFlow Analysis (Tool B) offers a more streamlined and integrated workflow for clinicians, automatically sending CCTA images for analysis and delivering results instantly into PACS and EMR systems. Its interactive user interface for 3D models and plaque analysis, along with features like Roadmapu2122 Analysis for faster CCTA reads, suggests a higher focus on clinician workflow efficiency and ease of use. Assert-IQ (Tool A) provides remote monitoring and a patient app, but its clinician workflow involves separate systems and in-clinic programming, which may be less integrated.

Clinical Value

HeartFlow Analysis

HeartFlow Analysis (Tool B) demonstrates superior clinical value by providing a non-invasive diagnostic pathway for coronary artery disease (CAD) that can significantly impact patient management and potentially reduce the need for invasive procedures. It boasts high diagnostic accuracy and is backed by extensive clinical validation, including over 600 peer-reviewed publications and ACC/AHA guideline recommendations. While Assert-IQ (Tool A) offers valuable long-term arrhythmia monitoring with improved detection algorithms, HeartFlow's ability to alter diagnostic pathways and reduce invasiveness represents a more transformative clinical impact.

Pricing & Value

HeartFlow Analysis

HeartFlow Analysis (Tool B) is the clear winner due to its transparent and established reimbursement model, including specific Category I CPT codes for FFRct Analysis and AI-Enabled Quantitative Plaque Analysis, with coverage by Medicare and most U.S. commercial payers. This provides a clear path to financial viability for healthcare providers and claims to reduce overall care costs. Assert-IQ (Tool A) only states 'enterprise pricing' and requires direct contact, lacking public details on reimbursement, which makes its economic value less clear.

Enterprise Readiness

HeartFlow Analysis

HeartFlow Analysis (Tool B) exhibits superior enterprise readiness through its explicit detailing of integration capabilities with PACS and EMR systems, adherence to multiple international security and quality standards (HITRUST, SOC 2 Type 2, ISO 13485, ISO 27001), and a cloud-based (AWS) deployment. Both tools are FDA cleared and HIPAA compliant, but HeartFlow's comprehensive approach to integration and compliance makes it more robust for large-scale enterprise adoption. Assert-IQ (Tool A) offers hybrid deployment and data export, but its integration specifics are less detailed.

Innovation

HeartFlow Analysis

HeartFlow Analysis (Tool B) demonstrates greater innovation by leveraging AI and computational fluid dynamics to non-invasively derive functional information (FFRct) and characterize plaque from standard CT scans, potentially replacing invasive diagnostic procedures. This represents a more disruptive and transformative advancement in cardiac diagnostics. While Assert-IQ (Tool A) offers significant advancements in insertable cardiac monitor technology with extended battery life and improved arrhythmia detection algorithms, HeartFlow's approach creates a new paradigm in diagnostic assessment.

Support & Docs

HeartFlow Analysis

HeartFlow (Tool B) provides more explicitly detailed and comprehensive support and documentation. Beyond standard manuals, HeartFlow highlights extensive resources such as hands-on training, technology integration assistance, expert coding and reimbursement support, peer mentorship, and multilingual interactive online documentation. Assert-IQ (Tool A) offers manuals and general customer service, but the breadth and depth of HeartFlow's support ecosystem appear more robust and proactive for its users.

Feature-by-Feature

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

Feature Assert-IQ HeartFlow Analysis
Name Assert-IQ HeartFlow Analysis
Company Abbott Medical HeartFlow
Description The Assert-IQu2122 Insertable Cardiac Monitor (ICM) system provides long-term, continuous monitoring and advanced arrhythmia detection to aid physicians in diagnosing and managing patients with suspected heart rhythm disorders. HeartFlow Analysis is a commercial-stage medical technology company providing software and artificial intelligence (AI) designed to deliver a non-invasive solution for diagnosing and managing coronary artery disease (CAD) by creating personalized 3D models of patients' coronary arteries from standard CT scans.
Key Features Long-term continuous cardiac monitoring (up to 6 years), Advanced arrhythmia detection algorithms, Bluetoothu00ae Low Energy data transmission, Secure cloud-based data platform, Remote monitoring capabilities, Proactive clinician alerts, Patient activator for symptom logging, Minimally invasive insertion AI-powered 3D modeling of coronary arteries, Fractional Flow Reserve derived from CT (FFRct) analysis, Plaque Analysis (quantification and characterization), Roadmapu2122 Analysis for CCTA reading, Non-invasive diagnostic assessment, Personalized patient insights, Computational Fluid Dynamics (CFD) for blood flow simulation, High diagnostic accuracy

Videos

Demos, reviews, and walkthroughs featuring Assert-IQ and HeartFlow Analysis.

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Frequently Asked Questions

Assert-IQ is designed for long-term, continuous monitoring and advanced arrhythmia detection to help diagnose and manage patients with suspected heart rhythm disorders, including atrial fibrillation, syncope, and palpitations. HeartFlow Analysis provides a non-invasive solution for diagnosing and managing coronary artery disease (CAD) by creating personalized 3D models of coronary arteries from standard CT scans.
Assert-IQ uses a minimally invasive insertable cardiac monitor (ICM) that continuously monitors heart rhythms for up to six years, transmitting data via Bluetooth to a cloud-based platform. HeartFlow Analysis employs AI and computational fluid dynamics to analyze existing CT scan data, generating 3D models, fractional flow reserve derived from CT (FFRct) analysis, and plaque analysis without requiring additional invasive procedures.
Assert-IQ is intended for patients experiencing unexplained symptoms that may be cardiac-related, such as dizziness, palpitations, chest pain, syncope, and shortness of breath, or those at risk for cardiac arrhythmias. HeartFlow Analysis is for adult patients (22 years and older) with suspected coronary artery disease, particularly those with acute or stable chest pain at intermediate risk for CAD or with evidence of CAD-RADS level 1, 2, or 3 disease on their CCTA.
Assert-IQ uses an enterprise pricing model, requiring direct contact with Abbott Medical for institutional pricing. HeartFlow Analysis operates on a fee-for-service model, is covered by Medicare and most U.S. commercial payers, and has established Category I CPT codes (75580 for FFRct Analysis and 75577 for AI-Enabled Quantitative Plaque Analysis for 2026) with established CMS payment rates.
Assert-IQ offers long-term continuous cardiac monitoring with battery life options of at least three or six years. HeartFlow Analysis provides a diagnostic assessment based on a single CT scan, with results typically available within hours via a secure web interface.
Assert-IQ leverages AI algorithms to enhance the accuracy of arrhythmia detection, such as atrial fibrillation and pause episodes, and to reduce false positives, thereby decreasing the data burden on clinicians. HeartFlow Analysis is an AI-powered software that creates personalized 3D models of coronary arteries from CT scans, performs FFRct analysis, and quantifies plaque to aid in diagnosing and managing CAD.

Backers

Who funded each tool's parent company.

HeartFlow Analysis

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