Qualified Health Raises $125M Series B as Health Systems Seek Control Over AI Roadmaps

A wave of frustration among health system leaders over losing control of their AI strategy has fueled the rapid rise of Qualified Health. The company, founded by physician and computer scientist Justin Norden, has just secured a $125 million Series B funding round. The investment, led by New Enterprise Associates with participation from Menlo Ventures’ Anthology Fund, signals a major shift in how large healthcare providers want to engage with artificial intelligence—not as passive buyers of third-party tools, but as active builders managing their own technological destiny.

The company's origin story is rooted in a specific moment of industry discontent. In early 2023, shortly after ChatGPT's release, Norden sat with a dozen healthcare leaders at the HIMSS conference. A common complaint emerged: health systems felt they had outsourced their AI future by purchasing pre-packaged solutions, leaving them without control over their own technology roadmaps. Their expressed desire was to build solutions with a partner, not just buy them. This direct feedback pushed Norden, who had previously sold his company Trustworthy AI to Waymo, to launch Qualified Health to address this exact gap.

The massive funding round underscores the significant market pressure and financial bet being placed on this 'co-build' model for enterprise AI in healthcare. Qualified Health positions itself as the partner that helps large health systems internally develop, manage, and govern their AI tools, moving beyond the vendor-client dynamic. This approach directly tackles the governance, compliance, and strategic alignment headaches that come with an influx of disparate third-party AI applications, aiming to return oversight and customization power to the health systems themselves.