Qualified Health Raises $125 Million to Scale Enterprise AI Across Health Systems
Qualified Health, a startup that helps health systems evaluate, deploy, and manage artificial intelligence technologies, has raised $125 million in new funding to expand its enterprise AI platform. The funding round was led by venture capital firm New Enterprise Associates, with participation from Transformation Capital, GreatPoint Ventures, Cathay Innovation, Anthropic, Menlo Ventures’ Anthology fund, and several existing investors.
Founded in 2023, Qualified Health provides a platform designed to help healthcare organizations safely integrate AI across their entire enterprise rather than running isolated pilot projects. With this latest funding round, the company has now raised a total of $155 million and is currently valued between $500 million and $1 billion.
Building Enterprise AI Infrastructure for Healthcare
Qualified Health positions itself as an infrastructure and platform partner for health systems looking to deploy AI at scale. The company focuses on helping healthcare organizations integrate data, implement AI tools across workflows, and manage AI systems under a unified governance and monitoring framework.
According to CEO and co-founder Dr. Justin Norden, many health systems are now moving beyond experimental AI projects and are looking for enterprise-level AI deployments that can deliver measurable return on investment. Qualified Health aims to support this shift by providing a platform that manages AI deployment, monitoring, governance, and workforce training in a single system.
Focus on Safety, Governance, and Oversight
One of the key features of the Qualified Health platform is its focus on responsible AI deployment. The platform includes clinician oversight, full audit trails, decision traceability, source attribution, and continuous monitoring after AI systems are deployed. These features are designed to ensure that AI is used safely and responsibly in clinical and operational environments.
The company operates as a public benefit corporation and focuses on long-term partnerships with health systems to support digital transformation and AI adoption.
Expansion Across U.S. Health Systems
Qualified Health is already working with several major health systems in the United States, including Emory Healthcare, University of Rochester Medicine, Jefferson Health, and multiple health institutions within the University of Texas System.
The platform currently supports approximately 400,000 users and is associated with about 5% of total U.S. hospital revenue, indicating significant adoption within the healthcare industry.
Industry Outlook
The healthcare AI market is growing rapidly as hospitals and health systems increasingly invest in AI technologies to improve efficiency, reduce costs, and enhance patient care. However, many organizations struggle to scale AI beyond pilot programs due to challenges related to data integration, governance, and operational workflows.
Qualified Health aims to solve this problem by providing a centralized enterprise AI platform that helps healthcare organizations deploy, manage, and monitor AI systems at scale.
