The Clinical Realist

Most health systems that fail at clinical AI adoption are not failing because the tool is bad. They are failing because they diagnosed the problem wrong before they ever touched a vendor pitch. In this episode, Dr. Sarah Matt breaks down the core misdiagnosis that derails AI implementation: health systems treat AI failure as a technology problem when the actual issue is a question problem. The organizations whose AI implementations succeed are not the ones with the best tools. They are the ones who learned to ask the right question first. Dr. Matt draws on direct clinical and advisory experience, including a session with ophthalmologists at SUNY Upstate, where she stopped a room full of smart physicians mid-conversation and asked them what framework their department used to evaluate whether an AI tool was safe for their workflow. The silence that followed is exactly the gap this episode addresses. What you will take away from this episode: - Why tool failure is almost always governance failure in disguise - Why 'should we use this AI tool?' is the wrong first question - The correct first question: do we have the framework to evaluate whether this tool is safe for our workflow? - Why physicians have authority in this conversation that they are not using - How getting the diagnosis right at the start saves 18 months of remediation Website: https://drsarahmatt.com | Book a conversation: https://calendly.com/sarahmattmd | LinkedIn: https://www.linkedin.com/in/sarahmattmd/

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Resources & Links:

📖 Get the Book: "The Borderless Healthcare Revolution" is available now on Amazon and major retailers.

💼 Work with Dr. Matt:
Looking for a keynote speaker or strategic advisor?
Visit: drsarahmatt.com

🔗 Connect on Social:
LinkedIn: https://www.linkedin.com/in/sarahmattmd/
YouTube: https://www.youtube.com/@DrSarahMatt-ClinicalRealist

📧 Subscribe to The Briefing: drsarahmatt.com/newsletter-signup
 
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Disclaimer:
The views expressed on this podcast are those of Dr. Sarah Matt and her guests. They do not necessarily reflect the official policy or position of any affiliated institutions. This content is for informational and educational purposes only and does not constitute medical advice or a professional consulting relationship.

—

Resources & Links:

📖 Get the Book: "The Borderless Healthcare Revolution" is available now on Amazon and major retailers.

💼 Work with Dr. Matt:
Looking for a keynote speaker or strategic advisor?
Visit: drsarahmatt.com

🔗 Connect on Social:
LinkedIn: https://www.linkedin.com/in/sarahmattmd/
YouTube: https://www.youtube.com/@DrSarahMatt-ClinicalRealist

📧 Subscribe to The Briefing: drsarahmatt.com/newsletter-signup
 
—
Disclaimer:
The views expressed on this podcast are those of Dr. Sarah Matt and her guests. They do not necessarily reflect the official policy or position of any affiliated institutions. This content is for informational and educational purposes only and does not constitute medical advice or a professional consulting relationship.

—

Resources & Links:

📖 Get the Book: "The Borderless Healthcare Revolution" is available now on Amazon and major retailers.

💼 Work with Dr. Matt:
Looking for a keynote speaker or strategic advisor?
Visit: drsarahmatt.com

🔗 Connect on Social:
LinkedIn: https://www.linkedin.com/in/sarahmattmd/
YouTube: https://www.youtube.com/@DrSarahMatt-ClinicalRealist

📧 Subscribe to The Briefing: drsarahmatt.com/newsletter-signup
 
—
Disclaimer:
The views expressed on this podcast are those of Dr. Sarah Matt and her guests. They do not necessarily reflect the official policy or position of any affiliated institutions. This content is for informational and educational purposes only and does not constitute medical advice or a professional consulting relationship.

—

Resources & Links:

📖 Get the Book: "The Borderless Healthcare Revolution" is available now on Amazon and major retailers.

💼 Work with Dr. Matt:
Looking for a keynote speaker or strategic advisor?
Visit: drsarahmatt.com

🔗 Connect on Social:
LinkedIn: https://www.linkedin.com/in/sarahmattmd/
YouTube: https://www.youtube.com/@DrSarahMatt-ClinicalRealist

📧 Subscribe to The Briefing: drsarahmatt.com/newsletter-signup
 
—
Disclaimer:
The views expressed on this podcast are those of Dr. Sarah Matt and her guests. They do not necessarily reflect the official policy or position of any affiliated institutions. This content is for informational and educational purposes only and does not constitute medical advice or a professional consulting relationship.

When an AI tool causes a patient harm, who gets called into the review meeting?

In almost every health system, the answer is the physician. The same physician who was brought into the procurement conversation as a validator after the vendor had already completed four executive demos, built the business case, and received board approval.

That is not a governance design. That is liability assignment after the fact. And it is one of the most expensive mistakes health systems are making in AI right now.

In this episode, Dr. Sarah Matt makes the case for what actual physician leadership in AI procurement looks like — and what the distinction is between being invited to validate a decision already made and having genuine authority over the clinical risk embedded in that decision.

The argument matters practically: health systems that build physician leadership into AI procurement at the authority level, not the validator level, move faster on AI implementation, not slower. Clinical buy-in is not a late-stage change management problem. It is an early-stage governance design decision.

Dr. Matt draws on her experience advising health systems and physician executives who have found themselves accountable for outcomes they did not control, in tools they did not select, for deployments they were brought into after the strategic architecture was already set.

This episode is for physician executives, CMOs, CMIOs, CNOs, and clinical leaders who are currently in, or about to enter, AI procurement conversations — and for the health system CEOs and boards who want to understand why physician leadership in AI keeps underperforming and what the structural fix requires.

What you will take away from this episode:

• The difference between physician validation and physician authority in AI procurement
• Why organizations that build genuine physician authority into AI governance move faster, not slower
• What the accountability gap looks like when something goes wrong, and how to close it before deployment
• The specific organizational design decisions that determine whether physician executives can succeed or are structurally set up to fail

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Resources & Links:

📖 Get the Book: "The Borderless Healthcare Revolution" is available now on Amazon and major retailers.

💼 Work with Dr. Matt:
Looking for a keynote speaker or strategic advisor?
Visit: drsarahmatt.com

🔗 Connect on Social:
LinkedIn: https://www.linkedin.com/in/sarahmattmd/
YouTube: https://www.youtube.com/@DrSarahMatt-ClinicalRealist

📧 Subscribe to The Briefing: drsarahmatt.com/newsletter-signup
 
—
Disclaimer:
The views expressed on this podcast are those of Dr. Sarah Matt and her guests. They do not necessarily reflect the official policy or position of any affiliated institutions. This content is for informational and educational purposes only and does not constitute medical advice or a professional consulting relationship.

Health systems are signing AI contracts they cannot govern. That is the real problem. Not the technology.

In this episode, Dr. Sarah Matt, physician executive and healthcare strategy advisor, breaks down the three governance layers where AI deployment fails in health systems — and why organizations that conflate technology procurement with organizational readiness are setting themselves up for expensive, very public failures.

The strategic layer: who actually owns the AI portfolio, and what happens when that answer is "nobody in particular." The operational layer: why AI pilots that succeed in a controlled environment die on contact with real clinical workflows. The clinical layer: who is accountable when an AI recommendation contributes to a patient harm event — and whether your organization has that answer in writing before deployment, or is planning to figure it out afterward.

Dr. Matt draws on direct experience working with health systems navigating AI procurement, implementation failures, and the organizational redesign required to make these tools actually function. The argument she makes is not anti-AI. It is pro-governance. Health systems that build the organizational infrastructure before the contract signature will move faster, perform better, and retain clinical trust longer than those that are still building it after something goes wrong.

This episode is built for CMOs, CMIOs, CNOs, physician executives, and health system leaders who are being asked to put their professional credibility behind AI deployment and want a precise framework for what has to be in place before they do.

What you will take away from this episode:

• The three-layer governance framework for clinical AI deployment
• Why operational AI governance is a workflow problem, not a technology problem
• What named clinical accountability actually requires, and why committees are not a substitute
• The single question that reveals whether your organization is governance-ready before you sign

If you are making AI investment decisions in a health system this year, this episode is the pre-work.

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Resources & Links:

📖 Get the Book: "The Borderless Healthcare Revolution" is available now on Amazon and major retailers.

💼 Work with Dr. Matt:
Looking for a keynote speaker or strategic advisor?
Visit: drsarahmatt.com

🔗 Connect on Social:
LinkedIn: https://www.linkedin.com/in/sarahmattmd/
YouTube: https://www.youtube.com/@DrSarahMatt-ClinicalRealist

📧 Subscribe to The Briefing: drsarahmatt.com/newsletter-signup
 
—
Disclaimer:
The views expressed on this podcast are those of Dr. Sarah Matt and her guests. They do not necessarily reflect the official policy or position of any affiliated institutions. This content is for informational and educational purposes only and does not constitute medical advice or a professional consulting relationship.

In this episode of The Clinical Realist, Dr. Sarah Matt takes a deep dive into the confusing and often contradictory world of healthcare economics. Using a surprisingly relatable analogy—the price of a taco—she explains why the "castle" (major academic medical centers) and the "field" (community care) operate on entirely different financial planes.

Dr. Matt explores the "taco economics" of medical procedures, where a simple service can cost $3 at one location and $30 at another, often with no difference in quality. She breaks down the "Financing" pillar of her Borderless Healthcare Revolution framework to show how current reimbursement models incentivize high-cost complexity over high-value access.

Key topics in this episode include:

• The Transparency Gap: Why it’s easier to price a taco than a tonsillectomy.
• Incentive Misalignment: How CMS and private insurers inadvertently reward inefficiency.
• The "Field" Struggle: Why rural hospitals can't survive on a steakhouse budget with taco-level reimbursement.
• Economic Reform: What needs to change in the financing pillar to truly bridge the gap between world-class medical centers and local communities.

If you’ve ever wondered why your medical bill looks the way it does, or why healthcare costs continue to skyrocket while access remains a challenge, this episode is for you.

Subscribe to The Clinical Realist newsletter: https://www.drsarahmatt.com/newsletter-signup

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Resources & Links:

📖 Get the Book: "The Borderless Healthcare Revolution" is available now on Amazon and major retailers.

💼 Work with Dr. Matt:
Looking for a keynote speaker or strategic advisor?
Visit: drsarahmatt.com

🔗 Connect on Social:
LinkedIn: https://www.linkedin.com/in/sarahmattmd/
YouTube: https://www.youtube.com/@DrSarahMatt-ClinicalRealist

📧 Subscribe to The Briefing: drsarahmatt.com/newsletter-signup
 
—
Disclaimer:
The views expressed on this podcast are those of Dr. Sarah Matt and her guests. They do not necessarily reflect the official policy or position of any affiliated institutions. This content is for informational and educational purposes only and does not constitute medical advice or a professional consulting relationship.

Seven thousand healthcare leaders will walk into ACHE 2026 next week. Adam Grant opens. Brene Brown closes. Hundreds of sessions on AI, strategy, and leadership will fill every ballroom.

Here is the question that will not be on any panel agenda: how many AI strategies presented from that stage have been tested by a clinician, on a real patient, in a real workflow?

In this episode, Dr. Sarah Matt breaks down the three walls that kill healthcare innovation after the conference applause fades:

• The workflow wall: tools that work in the demo but collapse in the EHR, with nursing staff untrained and patients unconvinced.
• The reimbursement wall: 1,357 FDA-authorized AI devices in clinical care, and almost none with a clear billing pathway. The AMA created 26 new CPT codes for clinical AI. It is still a rounding error.
• The governance wall: who owns the AI output, who is liable when the algorithm is wrong, and why shadow AI is already running in your system.

Dr. Matt also challenges the CMS proposal for AI avatars as a rural healthcare solution, arguing that the crisis is about workforce and trust, not information distribution.

If you lead a health system, advise one, or build tools for one, this is the conversation the conference circuit is not having. Subscribe wherever you get podcasts and follow Dr. Sarah Matt on LinkedIn for daily insights on healthcare strategy, AI, and what actually works at the point of care.

Subscribe to The Clinical Realist newsletter: https://www.drsarahmatt.com/newsletter-signup

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Resources & Links:

📖 Get the Book: "The Borderless Healthcare Revolution" is available now on Amazon and major retailers.

💼 Work with Dr. Matt:
Looking for a keynote speaker or strategic advisor?
Visit: drsarahmatt.com

🔗 Connect on Social:
LinkedIn: https://www.linkedin.com/in/sarahmattmd/
YouTube: https://www.youtube.com/@DrSarahMatt-ClinicalRealist

📧 Subscribe to The Briefing: drsarahmatt.com/newsletter-signup
 
—
Disclaimer:
The views expressed on this podcast are those of Dr. Sarah Matt and her guests. They do not necessarily reflect the official policy or position of any affiliated institutions. This content is for informational and educational purposes only and does not constitute medical advice or a professional consulting relationship.

In this episode of The Clinical Realist, Dr. Sarah Matt challenges the common misconception that video visits are the pinnacle of virtual care. Drawing from her extensive experience as a surgeon and health technology strategist, she argues that the true revolution lies in the infrastructure that connects patients and clinicians, not just the screen they communicate through.

Dr. Matt breaks down the five pillars of a "Borderless Healthcare Revolution"—technology, policy, workforce, finance, and trust—and explores how a shift toward asynchronous care, AI-driven triage, and continuous remote monitoring can bridge the gap between world-class medical centers and underserved communities.

Join us as we discuss:

• The inherent inefficiencies of replicating the office visit on a screen.
• How trust is built differently in a virtual environment.
• The risk of widening healthcare disparities if we continue to design virtual care for the "castle" and not the "field."
• A forward-looking vision for a healthcare system that isn't bound by geography.
  
  Subscribe to The Clinical Realist newsletter: https://www.drsarahmatt.com/newsletter-signup

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Resources & Links:

📖 Get the Book: "The Borderless Healthcare Revolution" is available now on Amazon and major retailers.

💼 Work with Dr. Matt:
Looking for a keynote speaker or strategic advisor?
Visit: drsarahmatt.com

🔗 Connect on Social:
LinkedIn: https://www.linkedin.com/in/sarahmattmd/
YouTube: https://www.youtube.com/@DrSarahMatt-ClinicalRealist

📧 Subscribe to The Briefing: drsarahmatt.com/newsletter-signup
 
—
Disclaimer:
The views expressed on this podcast are those of Dr. Sarah Matt and her guests. They do not necessarily reflect the official policy or position of any affiliated institutions. This content is for informational and educational purposes only and does not constitute medical advice or a professional consulting relationship.

In this deeply personal and practical episode, Dr. Sarah Matt—surgeon, CEO, and author—dismantles one of the most destructive myths sold to modern leaders: the concept of work-life balance. Drawing on her unique perspective at the intersection of medicine and technology, Sarah argues that true balance is a static, stagnant state, and that growth only happens when we allow ourselves to "tilt."

Sarah shares candid stories from her own life—from the high-stakes launch of her bestseller, The Borderless Healthcare Revolution, to the chaotic reality of parenting four boys during a household flu outbreak. She reveals why the "perfect" snapshot is a lie and why we must view our lives as a dynamic movie instead.

Listeners will also learn the "Firefighter Mindset," a three-step framework (Assess, Commit, Execute) designed to overcome corporate paralysis and the fear of failure. Whether you’re navigating a crisis in the ER or the boardroom, this episode provides the toolkit to manage the "blast radius" of mistakes and lead with conviction.

Key Takeaways:

• Why "balance" is a physics trap that leads to stagnation.
• How to intentionally "tilt" into different areas of your life without the guilt.
• The Assess-Commit-Execute framework for rapid decision-making.
• Bridging the culture gap between the "fail fast" world of Tech and the "protect" world of Medicine.
• Creating a "sandbox" for safe failure within your organization.
  
  Subscribe to The Clinical Realist newsletter: https://www.drsarahmatt.com/newsletter-signup

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Resources & Links:

📖 Get the Book: "The Borderless Healthcare Revolution" is available now on Amazon and major retailers.

💼 Work with Dr. Matt:
Looking for a keynote speaker or strategic advisor?
Visit: drsarahmatt.com

🔗 Connect on Social:
LinkedIn: https://www.linkedin.com/in/sarahmattmd/
YouTube: https://www.youtube.com/@DrSarahMatt-ClinicalRealist

📧 Subscribe to The Briefing: drsarahmatt.com/newsletter-signup
 
—
Disclaimer:
The views expressed on this podcast are those of Dr. Sarah Matt and her guests. They do not necessarily reflect the official policy or position of any affiliated institutions. This content is for informational and educational purposes only and does not constitute medical advice or a professional consulting relationship.