Qualified Health

What Qualified Health does

Qualified Health is a healthcare-native enterprise AI platform founded in 2023 and headquartered in Palo Alto, California, that provides a single, governed operating layer unifying generative AI workflows, use cases, and models across large U.S. health systems. Its core product, the Qualified Health Enterprise AI Platform, combines a one-time data integration layer connecting EHRs, data warehouses, claims, and operational systems; a library of pre-validated clinical and operational AI solutions; a no-code agent and workflow builder; and continuous post-deployment monitoring with audit trails, role-based access controls, risk-based guardrails with human-in-the-loop, and HIPAA-compliant data protection. The platform is built around Anthropic's Claude frontier models and is trusted by over 500,000 users across health systems representing approximately 7% of total U.S. hospital revenue.

The company's business model centers on quote-based enterprise contracts with large U.S. health systems, generating recurring subscription revenue supplemented by embedded implementation, advisory, co-development, and managed/continuous optimization services. Sales are conducted exclusively through a high-touch, direct enterprise field-sales motion in which multidisciplinary teams (physicians, engineers, product leaders, data scientists, customer success managers) embed shoulder-to-shoulder with the health system's clinical, operational, and IT stakeholders to co-develop AI roadmaps. There is no self-serve, marketplace, or channel motion; the website's primary call-to-action is "Request a conversation." Marketing leverages owned content (blog, Insights hub), healthcare trade press (Fierce Healthcare, Becker's, STAT, Modern Healthcare), conferences (ViVE, IHI Forum, JPM Healthcare Conference, Forbes Healthcare Summit), peer-reviewed publishing, and LinkedIn.

Named customers include the University of Texas System, University of Texas Medical Branch, Emory Healthcare, Jefferson Health, University of Rochester Medical Center, Mercy, MD Anderson Cancer Center, and Community Health Network. The company has raised $155 million in cumulative venture funding, including a $30 million seed round in 2024 and a $125 million Series B in March 2026 led by New Enterprise Associates at an estimated $500 million–$1 billion post-money valuation. It operates as a public benefit corporation and is led by co-founders Justin Norden (CEO), Kedar Mate (CMO), Shantanu Phatakwala (CCO), and Beau Norgeot (Chief AI Officer).

Name

Qualified Health

Legal name

Qualified Health

Website

https://qualifiedhealthai.com

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

51–100 employees

Short description

Qualified Health is a healthcare-native enterprise AI platform that unifies generative AI workflows, governance, and outcomes tracking for large U.S. health systems. Built on Anthropic Claude, it is trusted by 500,000+ users across systems representing ~7% of U.S. hospital revenue.

Ownership category

akta.pro rank

Product category

Healthcare AI Platform

NAICS

Software Publishers (5132)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

EHR Extensions, APIs, App Marketplaces & SMART-on-FHIR Apps (HLACAAAN)

akta.pro secondary industry

Enterprise Integration Engines & Interface Management (HL7 v2/X12/API) (HLACABAC)

Keywords

• Enterprise AI platform
• Healthcare AI governance
• Generative AI health systems
• Clinical workflow automation
• AI safety compliance

Headquarters

HQ city

San Carlos

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Enterprise AI Platform Subscription: Recurring enterprise contract for Qualified Health's healthcare-native AI platform, sold to large U.S. health systems as the unified, governed operating layer for enterprise-wide AI deployment. Revenue scales with the breadth of users, deployed solutions, and partner health systems on the platform (now supporting over 500,000 users across health systems representing roughly 7% of U.S. hospital revenue).
2. Embedded Implementation, Advisory, and Co-Development Services: Qualified Health's multidisciplinary teams (physicians, engineers, product leaders, data scientists, customer success managers) embed with the health system's clinical, operational, and technical teams to co-develop the AI roadmap, deploy and tune solutions, drive adoption, and continuously validate ROI through go-live and beyond.
3. Managed / Continuous Optimization Services: Ongoing post-deployment monitoring, governance, and continuous optimization of deployed AI solutions, including model drift and hallucination tracking, usage analytics, and ROI realization across units, service lines, and sites.

Pricing tiers

Go-to-market motion2 records

Distribution channels1 record

Marketing channels9 records

Core offering

Qualified Health sells a healthcare-native enterprise AI platform that serves as a single, unified, governed operating layer for all AI workflows, use cases, and models across a health system. The platform integrates once with EHRs, data warehouses, claims, and operational sources, then delivers a library of pre-validated AI solutions, a no-code agent and workflow builder, embedded HIPAA-grade governance and audit trails, and continuous post-deployment monitoring, with revenue generated through multi-year enterprise platform subscriptions bundled with embedded implementation, co-development, and managed optimization services.

Product overview

Qualified Health's offering is a single unified enterprise AI platform (the Qualified Health Enterprise AI Platform) that combines a core governed operating layer with embedded AI capabilities. The platform incorporates the Qualified Chat AI assistant, a library of Rapidly Deployable Solutions, Agent and Workflow Builder tools, a Unified Governance and Oversight module (with audit trails, HIPAA controls, role-based access, risk-based guardrails, post-deployment monitoring, and leadership dashboards), a Workforce Education and Enablement layer, and Continuous Outcomes Tracking. All components share one data integration, one user experience, and one source of truth, eliminating the fragmentation of point AI solutions across clinical, operational, and financial workflows.

Differentiator

Problem solved

Functional benefit

Products and services

• Qualified Health Enterprise AI Platform A unified, healthcare-native enterprise AI platform that consolidates every AI workflow, use case, and model under a single governed operating layer. It integrates once with EHRs, data warehouses, claims, and operational sources, and delivers audit trails, HIPAA-grade security, role-based access controls, risk-based guardrails, post-deployment monitoring, and continuous outcomes tracking for large U.S. health systems.
• Qualified Chat A HIPAA-compliant AI chat assistant embedded in the Qualified Health platform, used by clinicians for clinical reasoning, surfacing differential diagnoses, medication list review and side-effect identification, drafting emails and patient materials, summarizing meetings and presentations, and supporting clinical interview preparation.

Quantifiable outcome

• $125M Series B raised (March 2026), bringing total funding to $155M
• +10 more outcomes

Named customers14 records

Segments3 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability11 records

Feature11 records

Partnerships

Seven partnerships are on record, tiered flagship deployment partner, major partner health system, major co-development partner and flagship technology partner.

• University of Texas Systemflagship deployment partnerStrategic or Co-development Partner · 25 March 2026Strategic partnership and enterprise-wide GenAI deployment across UT health institutions (live January 2026 at UTMB), using Claude AI to identify patients who qualify for guideline-recommended care; expanding systemwide by end of 2026 to additional specialties including primary care, vascular, gastroenterology, rheumatology, and neurology.
• Mercymajor partner health systemStrategic or Co-development Partner · 25 March 2026Major health-system partner cited in the Series B announcement for early measurable impact; Mercy's Chief Data & AI Officer Byron Yount publicly endorsed Qualified Health as accelerating AI transformation across the enterprise.
• Emory Healthcaremajor partner health systemStrategic or Co-development Partner · 25 March 2026Co-development partnership deploying generative AI across clinical and administrative workflows; Chief AI Officer Nabile Safdar publicly endorsed Qualified Health as positioning Emory at the forefront of AI-enabled care delivery.
• Community Health Networkmajor co-development partnerStrategic or Co-development Partner · 7 March 2026Co-development partner showcased at ViVE 2026 alongside Qualified Health, where tools have been scaled across the enterprise as part of an integrated AI infrastructure and governance model.
• Jefferson Healthmajor partner health systemStrategic or Co-development Partner · 27 January 2026Deepening AI capabilities through collaboration with Qualified Health (announced January 2026); Jefferson Health is moving from foundational registry tools to agentic AI solutions to enhance quality and clinical value across the enterprise.
• Anthropicflagship technology partnerStrategic or Co-development Partner · 21 January 2026Anthropic is Qualified Health's flagship frontier-model partner. In January 2026, Qualified Health and Anthropic launched a landmark AI deployment across the University of Texas System using Anthropic's Claude AI models to analyze millions of medical records and identify patients who qualify for guideline-recommended care. Eric Kauderer-Abrams (Head of Life Sciences at Anthropic) publicly endorsed the partnership, and Anthropic's Claude for Healthcare launch at JPM26 featured Qualified Health as a partner.
• University of Rochester Medical Center (URMC)major partner health systemStrategic or Co-development Partner · 1 October 2025Strategic partnership announced October 2025 with URMC tapping Qualified Health as its enterprise-wide GenAI solution; CMIO Gregg Nicandri and Chief Applications Officer Lisa Nelson publicly endorsed the platform.

Scale indicators16 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Suki AI: AI voice assistant for clinicians that automates documentation and administrative tasks at health systems. Overlaps with Qualified Health's Qualified Chat and ambient-documentation use cases in the same buyer.
• Hippocratic AI: Healthcare-native generative AI company building safety-focused LLMs and AI agents for health systems. Directly comparable as a vertically specialized, governance-forward AI platform targeting clinical and operational workflows at large U.S. health systems.
• Notable Health: AI platform for health-system workflow automation spanning patient intake, documentation, and revenue cycle. Comparable as an enterprise-wide, governance-focused AI platform layer rather than a single point solution.
• Ambience Healthcare: AI scribing and clinical documentation platform purpose-built for health systems and large medical groups. Competes for the same enterprise generative-AI budget and shares the embedded-partnership go-to-market motion.
• Cohere Health: Clinical AI company focused on prior authorization, utilization management, and clinical decisioning for health plans and providers. Comparable as an enterprise healthcare-AI platform selling into payer-provider ecosystems.
• Abridge: Generative AI platform for clinical conversations and ambient documentation deployed across major U.S. health systems. Overlaps with Qualified Health in the healthcare-native AI platform category and shares large-system enterprise customers.

Emerging players

• Avo (AvoMD): Clinical workflow and decision-support platform used inside EHRs to standardize care pathways and embed AI at the point of care. Comparable as an emerging health-system AI platform with overlapping governance and clinical-content capabilities.

Regional players

• Aledade: Value-based care platform for primary care practices and FQHCs across the U.S. Adjacent in the healthcare-AI / operating-layer thesis but oriented to independent primary-care practices rather than large integrated health systems.

Broad incumbents

• Epic Systems: Dominant EHR vendor embedding generative AI capabilities (e.g., ambient documentation, in-basket summarization) directly into its core platform. The primary incumbent threat to Qualified Health's operating-layer positioning.
• Nuance (Microsoft): Now part of Microsoft, Nuance's DAX Copilot is the leading ambient clinical-documentation and voice-AI suite embedded across major U.S. health systems. Represents the broad incumbent that Qualified Health must displace or wrap via integration.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/qualifiedhealth

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles7 records

Funding overview

Funding rounds3 records

Investors13 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Qualified Health