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Qualified Health

Category: AI in Healthcare

A healthcare-native enterprise AI platform providing the secure infrastructure and governance required for health systems to safely adopt and scale generative AI applications. Qualified Health was founded in 2023. The company is led by Justin Norden. Based in San Carlos, USA. Team size: 11-50. Total funding raised: $155.0M. Latest round: Series B (March 2025). Key investors include ["New Enterprise Associates (NEA)","SignalFire","Healthier Capital","Town Hall Ventures","Frist Cressey Ventures"].

Founded
2023
Headquarters
San Carlos, USA
Team size
11-50
Total funding
$155.0M

Value proposition

Provides a 'trust layer' for healthcare AI by combining end-to-end governance, clinical safety guardrails, and performance monitoring to ensure AI deployments deliver measurable ROI without compromising patient safety.

Products and solutions

["Enterprise AI Governance Platform","Healthcare Agent Creation Engine (Rapid development/deployment of AI agents)","Post-deployment Monitoring & Observability Suite","Human-in-the-loop Evaluation & Escalation Systems","Clinical & Administrative Workflow Automation Modules"]

Unique value

Operates as a Public Benefit Corporation (PBC) with a founding team of MDs and industry veterans from GSR Ventures, Haven, and the Institute for Healthcare Improvement, specifically focusing on the 'infrastructure of trust' rather than isolated clinical tools.

Target customer

Large-scale health systems, academic medical centers, and hospital provider organizations.

Industries served

["Healthcare","Health Systems","Clinical Informatics","Health Technology"]

Technology advantage

A modular, healthcare-native architecture that supports repeatable deployment across diverse clinical environments while maintaining centralized visibility, safety guardrails, and real-time hallucination monitoring.

How they differentiate

Qualified Health differentiates by focusing on the 'infrastructure of trust' and end-to-end AI governance rather than specific clinical applications. As a Public Benefit Corporation (PBC), it provides a healthcare-native trust layer with clinical safety guardrails and real-time hallucination monitoring.

Main competitors

["Hippocratic AI","Abridge","BeeKeeperAI"]

Key partnerships

["New Enterprise Associates (NEA)","University of Texas Medical Branch (UTMB)","Stanford University (Academic/Research ties)","SignalFire","Frist Cressey Ventures"]

Notable customers

["University of Texas Medical Branch (UTMB)","Stanford University"]

Major milestones

["Founded in 2023 by industry veterans from GSR Ventures, Haven, and Elevance Health","Closed $30M Seed round in January 2025","Closed $125M Series B led by NEA in March 2025","Launched the Healthcare Agent Creation Engine for rapid AI deployment"]

Growth metrics

Rapidly scaled from Seed to Series B within a single quarter; team size expanded to 11-50 employees; strategic expansion into major academic medical centers.

Market positioning

Tier-1 Enterprise AI infrastructure provider for large-scale health systems and academic medical centers.

Geographic focus

North America (United States)

Patents and IP

Proprietary AI governance frameworks and healthcare-specific monitoring algorithms (specific patent registrations not publicly disclosed).

About Justin Norden

Justin Norden is a physician, entrepreneur, and former venture capitalist. Prior to founding Qualified Health, he was a Partner at GSR Ventures, where he led early-stage investments in healthcare AI. He was previously the CEO and Co-founder of Trustworthy AI (acquired by Waymo/Google). He currently serves as an Adjunct Professor at Stanford University in the Department of Biomedical Data Science and has a background in management consulting at McKinsey & Company.

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