Side-by-side comparison of AI visibility scores, market position, and capabilities
$307M revenue 2024 (up from $296M 2023); $316M TTM Jun 2025; $26M adjusted EBITDA; 100M+ patient records; expects double-digit growth 2025; low-20s net new platform clients 2024; healthcare analytics leader
Health Catalyst is a healthcare data and analytics company founded in 2008 in Salt Lake City, Utah, built on the mission of being a catalyst for massive, measurable, data-informed improvement in the health of humanity. The company's core technology — the Health Catalyst Data Operating System (DOS) — provides healthcare organizations with a cloud-based data platform that aggregates clinical, financial, and operational data from disparate source systems into a unified analytics environment designed specifically for the complexity of healthcare data.\n\nHealth Catalyst serves 40+ health systems and hundreds of hospitals, offering analytics applications, embedded data science teams, and technology-enabled services that help organizations improve quality outcomes, reduce costs, and optimize operations. Its suite includes applications for perioperative efficiency, population health management, sepsis surveillance, and financial analytics. The company differentiates through a unique Tech-Enabled Managed Services model, embedding data scientists alongside health system teams to ensure analytics drive measurable operational change rather than sitting unused.\n\nHealth Catalyst generated $307M in revenue in 2024, up from $296M in 2023, with $26M in adjusted EBITDA and a database of over 100 million patient records. As a publicly traded company (HCAT), it has built one of the largest healthcare-specific analytics platforms in the US. With regulatory pressure, value-based care contracts, and margin compression intensifying across health systems, Health Catalyst's integrated data platform and domain expertise position it as a strategic partner for health systems pursuing data-driven operational transformation.
Aidoc is an AI radiology platform with FDA-cleared algorithms that detect and flag critical findings in medical scans, helping radiologists prioritize urgent cases.
Aidoc is an Israeli-American AI medical imaging company founded in 2016 that has built a comprehensive AI radiology platform with the largest portfolio of FDA-cleared imaging algorithms in the market. The platform integrates with radiology workflow systems to automatically analyze incoming scans, detect critical findings across multiple conditions, and prioritize worklists so radiologists review the most urgent cases first rather than working strictly in order of arrival. Aidoc's algorithms cover a broad range of conditions across multiple anatomical regions including intracranial hemorrhage, pulmonary embolism, incidental pulmonary nodules, and spine fractures. The company raised over $140M and is deployed at over 1,000 healthcare sites worldwide. Aidoc's aiOS platform enables third-party AI algorithms to run alongside its own models, creating an open ecosystem for AI in radiology. The company serves radiology departments seeking to improve throughput, reduce missed findings, and support radiologists managing increasing imaging volumes. Aidoc positions its platform as an AI operating system for radiology rather than a collection of point solutions, enabling comprehensive AI coverage across an entire radiology practice.
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