Welcome

Healthcare AI can’t scale without safety and trust.

That’s where we come in.

One unified, healthcare-native AI platform, proven solutions, end-to-end governance, and real ROI.

Trusted by leading health systems with over 400,000 users.

Partnered with leading organizations building at the frontier of healthcare AI.

Trusted by leading health systems to deliver enterprise-wide AI transformation.

Hear what leaders who have chosen Qualified Health as their core AI platform and strategic partner have to say.

Peter McCaffrey, MD
Chief AI & Digital Officer
University of Texas Medical Branch

As AI continues to grow at pace, winning in this space is all about doubling and tripling down on strong platforms to efficiently deploy, iterate, and scale AI. With Qualified Health, all the lessons we learn along the way feed back into the platform compounding benefits across all our use cases and 15,000 users.

Nabile Safdar, MD, MPH
Chief AI Officer
Emory Healthcare

As a co-development partner, Qualified Health gives us the ability to build, deploy, and govern the right AI tools and processes so that we can realize the benefits of the technology with the confidence that it is being used safely, effectively, and responsibly. We’re confident that this partnership with Qualified Health positions Emory at the forefront of transforming care delivery with generative AI.

Gregg Nicandri, MD
Chief Medical Information Officer
University of Rochester Medicine

Generative AI has the potential over time to transform healthcare in a positive way, but only if it’s deployed with the right guardrails. Qualified Health brings us additional expertise and an infrastructure that promotes safe and responsible AI integration.

Lisa Nelson
Chief Applications Officer
University of Rochester Medical Center

Working with Qualified Health helps us strengthen our commitment to safe and responsible integration of AI technologies within administrative workflows. We’re able to harness their infrastructure and discipline as we work toward a system-wide, centralized strategy, where AI is deployed while preserving and building upon our top-quality patient experience and health outcomes.

Zain Kazmi
Chief Digital & Analytics Officer &
Associate Vice Chancellor
The University of Texas System

UT health institutions serve patients in every corner of Texas. This effort gives us the ability to move quickly, learn collectively, and apply intelligence consistently within patient care environments. More than technology, this is an operating shift in how care is delivered that strengthens accountability, accelerates adoption of what works, and helps define how AI can be used responsibly in real-world healthcare.

15k

users live on platform in <1 month

Academic Medical Center

400+

hours saved weekly

Regional Academic Health Network

$37M

in run-rate value identified in just 10 days

Regional Clinically Integrated Network

$15M
in value realized within six months

Academic Medical Center

One integration. One platform. All your governed AI solutions.

Qualified Health is the healthcare-native enterprise AI platform that unifies every workflow, use case, and model under a single, governed operating layer. We eliminate fragmentation, accelerate deployment, and ensure every AI investment is safe, compliant, and built for measurable impact.

One End-to-End Platform
One system. No silos. No wasteful costs.

All of your AI solutions, assistants, and builder tools live in a single, secure platform. By centralizing your enterprise AI footprint, we eliminate duplicate vendors, reduce maintenance burden, and deliver a seamless experience for clinicians, staff, and administrators.

One Data Integration
Integrate once. Power every use case.

We connect directly to your core clinical, operational, and financial systems, so data flows once and supports every AI workflow. No repeated extraction work. No one-off feeds. No incremental IT lift as demand for AI grows.

Rapidly Deployable Solutions
Validated AI ready to tackle your pain points immediately.

Select from a curated library of proven solutions that automate high-value clinical and operational workflows. Each is deployed through your single integration, monitored continuously, and tied to measurable financial, quality, and throughput outcomes.

Agent and Workflow Builder Tools
Customize, build, and extend.

Your teams gain the ability to safely create, test, and scale their own AI-powered agents and workflows. Builder tools sit natively on Qualified Health’s governed foundation, so that innovation accelerates without introducing risk, inconsistency, or operational debt.

Unified Governance and Oversight
Governance built in, not bolted on.

Real-time oversight across every user, model, workflow, and dataset. Automated transparency, safety checks, audit trails, and policy enforcement ensure that AI remains compliant, reliable, and aligned with enterprise standards at all times.

Workforce Education, Upskilling, and Enablement
Elevate your entire workforce 

We provide a structured training and enablement layer that prepares clinicians, staff, and administrators to use AI confidently and responsibly. From in-workflow guidance to role-specific curricula, your workforce scales its AI capabilities alongside your AI solutions.

Continuous Outcomes Tracking and Realization

We continuously track the clinical, operational, and financial impact of every deployed solution. Automated dashboards surface realized value, missed opportunities, and areas for optimization, ensuring your AI investments translate into sustained enterprise performance.

User interface showing a Healthcare AI Briefing with images of healthcare professionals and a description of an AI platform for healthcare governance and oversight.
400K
Trusted to serve over 400,000 users
6W
Weeks go live
Monitor & govern at scale
Deploy hundreds of solutions
Integrate once
+3%
Net New Patients
Three healthcare professionals reviewing documents together in a bright modern medical facility.
Smiling male doctor with curly hair and glasses sitting at a desk with a laptop in a bright medical office.
Smiling female doctor in white coat with stethoscope holding a blue clipboard indoors with plants in background.
-57%
Operational Costs

Why leading health systems choose Qualified Health.

We’re not here to just ship tools. We operate as your embedded AI partner, helping you scale safely, capture value quickly, and sustain results long after go-live.

We Help You Prepare for the Long Game

We work with your executives to define a durable AI strategy, prioritize the highest-value opportunities, and build a roadmap that positions you to lead, not just react to, the next wave of clinical and operational innovation.

Female nurse in blue scrubs showing a tablet to a male doctor wearing a white coat in a clinical setting.

We Deliver Value in Weeks, Not Months

Our enterprise deployments move fast because they’re grounded in experience. With proven playbooks, pre-validated solutions, and technical teams who have implemented at scale, we compress timelines and surface tangible results early.

Four diverse healthcare professionals gathered around a laptop, engaged in discussion.

We’re in the Trenches With You

Our multidisciplinary team of physicians, engineers, product leaders, data scientists, and customer success managers works shoulder-to-shoulder with your clinical, operational, and IT teams. We understand regulated environments, constrained resources, and the realities of frontline workflows.

Three healthcare professionals, including a man in a suit with a tablet and two women in medical attire, standing and smiling in a modern building.

We Own the Last Mile

Go-live is the starting line, not the finish. We drive adoption, measure performance, validate ROI, and continuously tune solutions until sustained value is achieved across units, sites, and service lines.

Smiling male doctor wearing a white coat and stethoscope shaking hands with a patient in an office.

We Help You Prepare for the Long Game

We work with your executives to define a durable AI strategy, prioritize the highest-value opportunities, and build a roadmap that positions you to lead, not just react to, the next wave of clinical and operational innovation.

We Deliver Value in Weeks, Not Months

Our enterprise deployments move fast because they’re grounded in experience. With proven playbooks, pre-validated solutions, and technical teams who have implemented at scale, we compress timelines and surface tangible results early.

We’re in the Trenches With You

Our multidisciplinary team of physicians, engineers, product leaders, data scientists, and customer success managers works shoulder-to-shoulder with your clinical, operational, and IT teams. We understand regulated environments, constrained resources, and the realities of frontline workflows.

We Own the Last Mile

Go-live is the starting line, not the finish. We drive adoption, measure performance, validate ROI, and continuously tune solutions until sustained value is achieved across units, sites, and service lines.

We're at the beginning of a fundamental shift in how healthcare is delivered. Qualified Health is uniquely positioned to become the cornerstone that enables safe, effective AI deployment across the entire healthcare ecosystem. The opportunity ahead is immense.

Amir Dan Rubin
CEO & Founding Managing Partner at Healthier Capital, Former CEO of One Medical and Stanford Healthcare

What’s different about Qualified Health is that they understand how change actually happens in healthcare. They’ve built AI infrastructure that can be governed centrally, deployed broadly, and improved continuously through real-world use and feedback from clinicians and operators. It’s why Qualified Health has the potential to shape the next era of healthcare delivery.

Andy Slavitt
Co-Founder at Town Hall Ventures, Former Head of CMS

Justin and the Qualified Health team have built a modular platform that supports repeatable deployment and designed their operating model around governed rollout, measurement, and continuous improvement. That combination allows innovation to scale without fragility, and it’s what gives Qualified Health the foundation to become a durable platform company in healthcare AI.

Bill Veghte
Founder of Athene Partners, Former Executive at Survey Monkey, Hewlett Packard Enterprise, Microsoft Windows

We are navigating one of the most important moments in the history of US healthcare with the advance of AI. Even if the rate of technical progress decelerated or stopped today, current AI innovations are already so powerful that we have more than a decade ahead of us of ROI refinement and application that will alter economy-wide GDP. Qualified Health's team is uniquely positioned to safely unlock the value of Generative AI in the healthcare industry.

Eric Larsen
President of TowerBrook Advisors, Former President of Advisory Board

Having spent more than a decade at the intersection of healthcare and advanced AI, I am particularly impressed by Qualified Health’s focus on what actually determines success in the real world: safety, governance, monitoring, and workflow integration. Their platform is designed to incorporate frontier-model innovation from across the ecosystem as it emerges, and their domain depth ensures those capabilities show up as concrete, measurable improvements for health system partners.

Matthew Lungren, MD, MPH, GM
GM, Office of the CTO, Former Chief Scientific Officer of Microsoft Health & Life Sciences

The caliber of talent Qualified Health has assembled is extraordinary.This team brings together decades of healthcare transformation experience with deep technical expertise in AI – exactly what's needed to solve one of healthcare's most complex challenges.

Meera Mani
MD, PhD, General Partner at Town Hall Ventures

What sets Qualified Health apart is their unique approach to healthcare AI governance. Their platform enables health systems to maintain control while accelerating innovation – a crucial balance that the industry has been seeking.

Navid Farzad
Managing Partner at Frist Cressey Ventures

While other industries have seen transformative benefits from generative AI, healthcare adoption has been cautious due to justified concerns about safety and reliability. Qualified Health's infrastructure creates the foundation of trust necessary for healthcare organizations to confidently deploy these powerful tools.

Sooah Cho
Partner at SignalFire

Enterprise-grade governance and safety built in, not bolted on.

Every solution runs with continuous oversight of usage and performance in one centralized location, ensuring transparency, safety, and compliance at scale.

Audit Trails

Every prompt, action, and output is automatically logged, creating a complete and review-ready record for compliance, investigations, accreditation, and internal trust.

HIPAA Compliance

Protected health information is fully safeguarded through end-to-end encryption, rigorous data access controls, and strict adherence to HIPAA and organizational security standards.

Role-Based Access Controls

Granular, policy-driven permissions ensure that only authorized users can access sensitive data or higher-risk workflows, locking governance into every step of the user experience.

Risk-Based Guardrails

Human-in-the-loop controls for sensitive or high-impact workflows give clinicians, data scientists, and compliance leaders direct authority over model outputs and escalation paths.

Post-Deployment Monitoring

Continuous performance monitoring tracks model drift, hallucinations, usage anomalies, and reliability over time, ensuring your models stay safe, stable, and aligned with operational and clinical standards well beyond go-live.

Leadership Dashboards

Real-time dashboards give executives and compliance teams unified visibility into enterprise AI usage, impact, and governance metrics, powering confident decision-making and system-wide accountability.

Don’t take our word for it.
Hear it from the clinicians using Qualified Health every day.

Real physicians, nurses, administrators, and researchers are seeing real time saved and real impact on patient care.

It caught what I might have missed

A patient presented with a persistently elevated alkaline phosphatase, but a normal GGT blood test suggested a non-biliary source. Qualified Chat reminded me to consider hyperthyroidism, prompting a TSH check that confirmed the diagnosis and led to timely treatment.

Internal Medicine Physician
Remarkable accuracy on complex cases

I’m a super user. I’ve used Qualified Health for everything, and I’ve been especially impressed by how it formulates complex clinical cases. I’ve done case formulations my entire career without AI, and it was remarkable to see how accurately it could approach attachment- and mentalization-based formulations and suggest ways to improve them.

Psychiatrist
No more overlooked side effects

I use Qualified Health to review patient medication lists and identify which drugs may be causing symptoms. It saves me from having to check every single medication individually, many of which have over 50 possible side effects, and helps ensure side effects aren’t overlooked, improving the quality of care I can provide.

Primary Care Physician
I feel prepared for every patient

I work with patients who are walk-ins or short-term, so I like to have a plan before meeting them. Qualified Health helps me create customized clinical interview templates and session plans that align with documentation requirements. It helps me feel prepared and stay on track with each patient.

Clinician, Behavioral Health
Ten minutes reduced to three, with confidence

In the infusion centers I cover, I’m constantly triaging complex cases and fielding questions from patients, families, and staff. Patients come from multiple specialty and subspecialty areas, sometimes with conditions I hadn’t encountered before. Patient care questions that once took ten minutes now take only three, with the confidence that I’m providing the right responses.

Advanced Practice Provider,
Oncology Infusion
Helps me explain complex information to families

Qualified Health helps me explain complex information to patients and families, double-check my understanding, and quickly look up rare conditions. It’s become a daily time-saver, freeing up two to three hours each week.

Nurse Practitioner,
Primary Care Adult Gerontology
No more missed updates

Before Qualified Health, meeting and educational updates got stuck in my notebook. Now, it turns my 6-12 weekly meetings into clear, shareable summaries that our nurses can actually digest, so that there are no more missed updates. On the floor, it pulls the right guidelines (IV safety, escalation steps), and talks nurses through stressful and complex cases with step-by-step reasoning.

NP Manager, 9 MedSurg Units
Supports my entire workflow

Qualified Chat is a fantastic platform, and I use it several times a week. I’ve found it incredibly useful for drafting emails, summarizing presentations, and supporting clinical work. I’ve used it to generate patient materials and compare side effect profiles across treatments. Overall, I’m very pleased with it.

Physician, Nephrology
50% less time on nearly every task

Qualified Health has saved me so much time sorting through different resources to find reliable information and answers. The explanations are excellent, making the content feel trustworthy. Overall, I spend at least 50% less time on nearly every task I use Qualified Health for.

Advanced Practice Practitioner
15 hours saved every week

Qualified Health has dramatically reduced the time it takes to write and troubleshoot code for my research. It accurately analyzes and categorizes my data, saving me at least 15 hours a week. 

Researcher
Weeks of learning condensed into minutes

Qualified Health has saved me the weeks it would have taken to learn and master RStudio syntax. It also saves me hours every day by identifying bugs and providing corrected code I can use directly. I can upload sections of my code, ask it to modify specific parts or create new functions, and even ask it to explain and address error messages from RStudio.

Researcher

Ready to turn AI into sustained margin growth?

Join the health systems already deploying our AI platform at enterprise scale.

Person in white shirt typing on a silver laptop on a white desk with a glass of water and a smartphone nearby.Female doctor wearing glasses and a white coat typing on a laptop at a desk.
5X
Return on investment

Qualified Health is honored to be trusted by industry leaders.

University of Rochester Medical Center Taps Qualified Health as Enterprise-Wide GenAI Solution
1 October 2025
New Startup Qualified Health Aims to Build Infrastructure for Generative AI Armed With $30M From Investors
8 January 2025
2020 IHI Forum: Keynote Address
2021 IHI Forum: Keynote Address – The Trust Triangle
2022 IHI Forum: Keynote Address – A Certain Kind of Fire
2023 IHI Forum: Keynote Address
2024 IHI Forum: Keynote Address
2024 IHI Forum: Keynote to Congress – Safer Together
2024 IHI Forum: ‘Social Capital,' Built with Trust and Humanity, is Core to Care Delivery
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