Side-by-side comparison of AI visibility scores, market position, and capabilities
Enterprise AI for health systems; raised $125M Series B (NEA + Anthropic fund, March 2026); 500K+ users; AI agents covering ~7% of US hospital revenue; integrates with existing EHR systems
Qualified Health is an enterprise AI company building intelligent systems for large health systems and hospital networks. Founded to address the complexity of clinical and operational decision-making in healthcare, the company develops AI agents that assist clinicians, administrators, and care teams with data-intensive workflows. Its platform is designed to integrate with existing electronic health record systems and enterprise infrastructure, enabling health systems to deploy AI without replacing legacy technology.\n\nThe company targets enterprise health systems — specifically the largest hospital networks in the United States — with AI tools that span clinical decision support, administrative automation, and patient engagement. Qualified Health emphasizes safety, compliance, and interpretability in its models, which is critical for adoption in regulated healthcare settings. The platform is built to handle the scale and data sensitivity requirements of organizations managing hundreds of thousands of patients.\n\nQualified Health raised a $125M Series B led by NEA and backed by the Anthropic fund, signaling strong confidence from both traditional healthcare investors and AI-native institutional backers. The company has grown to 500,000+ users and its platform now touches approximately 7% of total US hospital revenue — a remarkable reach for a relatively young company. As of early 2026, Qualified Health is one of the best-capitalized enterprise health AI startups in the market.
Thermo Fisher (TMO) reported $42.9B revenue in FY2024, down 1% YoY. World's #1 life sciences company. Serves pharma, biotech, labs globally. ~100,000 employees. HQ: Waltham, MA.
Thermo Fisher Scientific Inc. is the world's largest life sciences company, providing analytical instruments, reagents, consumables, software, and services to researchers, healthcare organizations, and industrial companies. Headquartered in Waltham, Massachusetts, Thermo Fisher was formed through the 2006 merger of Thermo Electron and Fisher Scientific and has since grown aggressively through acquisitions. The company reported revenues of $42.9B in FY2024, slightly down year-over-year after exceptional COVID-related revenue in 2021–2022.
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