Resources

Practical insights for healthcare AI governance

Explore expert perspectives, real-world examples, and practical guidance to help your health system understand AI risks, strengthen oversight, and support responsible adoption-from enforcing policies to managing AI in everyday use.

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Webinar

RUAIH Certification Explained: Standards, Eligibility, and What Happens on Review Day

RUAIH certifies U.S. healthcare organizations for responsible AI governance, safeguards, and transparency.Learn about certification standards, eligibility, and the one-day review with Andrea Leigh Yates.

2026-10-12
6 minutes

Whitepaper

Where Policy Ends: The State of AI Governance in Healthcare, 2026

Vitea’s 2026 research report, Where Policy Ends, examines how health systems govern AI through surveys, focus groups, network data, and independent research.

Despite established AI committees and policies, 6 of 7 surveyed health systems cannot enforce AI governance decisions in real time.

2026-10-05
6 minutes

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Blog

November 2, 2026

AI Scribe Lawsuit Against AHN and Highmark Tests What Counts as Patient Consent

A Pennsylvania patient has sued AHN and Highmark over AI scribe consent, and a Pew survey finds most Americans want a human making the final call on clinical AI. Also this week: dosing errors in general-purpose AI models, Epic’s response to the HTI-5 rollback and new hospital safeguards against clinical deskilling.

2026-10-12
6 minutes

Blog

October 27, 2026

Shadow AI Incident at Johns Hopkins Exposes Data on 3,182 patients

Johns Hopkins notifies 3,182 patients after a shadow AI upload, plus this week’s news on AI accountability in healthcare.

2026-10-12
6 minutes

Blog

October 27, 2026

You Wouldn't Let a New Resident Practice Unsupervised. Why Are We Doing It With AI?

Approving an AI tool isn't the same as governing it. Hartford HealthCare's Joel Vengco and Dr. Barry Stein joined Vitea CEO Shantanu Nigam to explain what AI governance for healthcare requires after go-live, from handling vendor model changes to monitoring AI continuously, independently and in real time.

2026-10-12
6 minutes

Blog

October 20, 2026

The AI Metrics Health System CEOs Are Watching & How to Measure Them

Health system CEOs want to know whether AI is helping. Learn how to measure the governance metrics that make that answer trustworthy: AI inventory, ownership, safety events and performance after go-live.

2026-10-12
6 minutes

Blog

October 19, 2026

Agentic AI Governance in Healthcare: What the AMA's New Framework Means for Health Systems

This week in healthcare AI governance: the AMA sets terms for agentic AI in clinical care, and a Proofpoint and Ponemon survey finds only 32% of healthcare organizations can fully see their AI. Clinicians turn to unapproved translation tools, a lawsuit targets ChatGPT’s medication advice, a review maps bias in medical AI and IBM tracks AI incidents reaching the C-suite.

2026-10-12
6 minutes

Blog

October 12, 2026

New Report Finds 91% of Health Systems Can't Verify the AI They Run

This week in healthcare AI governance: most organizations can’t verify the AI they run, and Utah sends independent evaluators into its AI sandbox. Mount Sinai and BIDMC publish new clinical AI safety data, CommonSpirit reports $200 million in AI value and the EHR Association ties cybersecurity to patient safety.

2026-10-12
6 minutes

Blog

October 5, 2026

California and Pennsylvania Advance Legislation on Healthcare AI Oversight

This week in healthcare AI governance: California enacts three AI laws, and Pennsylvania's House passes a disclosure bill. Blue Cross says AI coding is adding to hospital costs, and the University of Texas counts 571 AI use cases. McKinsey sizes AI's role in outpatient care, and a survey flags gaps in AI agent oversight.

2026-10-12
6 minutes

Blog

October 2, 2026

AI Drift: The Patient Safety Risk Your Security Tools Can't See

AI models can become less reliable over time, even when their code remains unchanged. This article explores how AI drift threatens patient safety and widens performance gaps across patient groups, using real-world examples and six questions to help healthcare leaders strengthen ongoing monitoring and accountability.

2026-10-12
6 minutes

Blog

September 29, 2026

An AI Agent Breached Australia's Medicare On a Research Task. What Stops Yours?

This week’s healthcare AI news puts oversight and accountability in focus, from an AI agent breaching Australia’s Medicare portal to lawsuits over coverage denials. Explore what these developments mean for AI visibility, policy enforcement and patient safety.

2026-10-12
6 minutes

Blog

September 21, 2026

European Healthcare Takes a Deliberate Approach to AI, Reports Stronger Returns

This week in healthcare AI: 72% of health systems have AI agents deployed without IT approval, OpenAI discloses six model safety incidents and sets its own reporting clock, and new AWS research finds European healthcare trailing other sectors on AI adoption while beating them on returns.

2026-10-12
6 minutes

Blog

September 16, 2026

Patient Safety in the AI Era Starts With Governance

Modern patient safety systems were built for human error. As AI transforms care, health systems need strong AI governance to identify and prevent new risks.

2026-10-12
6 minutes

Blog

September 4, 2026

The Collapse of the EHR Walled Garden

OpenAI’s Epic integration allows clinicians to bring patient charts into ChatGPT for Healthcare—but the EHR’s controls stop at the FHIR boundary. Vitea CTO Nitin Goel explains why health systems must extend governance into the AI workspace, connecting audit trails, restricting how PHI can be combined and shared, and implementing controls that act before sensitive data reaches the model.

2026-10-12
6 minutes

Blog

September 14, 2026

New Analysis Puts a Price Tag on Ungoverned AI in Healthcare

This week's roundup covers the widening gap between AI adoption and governance, why health systems are walking away from AI vendors over data terms, new guidance on reporting AI errors, and where CMS and the FDA are taking federal oversight.

2026-10-12
6 minutes

Blog

September 7, 2026

AI Governance Should Set the Pace, Says WHO. Healthcare's Sprinting Ahead of It.

This week, the WHO calls for stronger healthcare AI governance, the AMA challenges claims that AI outperforms doctors, and new findings reveal how AI is being built, used by patients, and exploited in cyberattacks.

2026-10-12
6 minutes

Blog

September 3, 2026

Anthropic Just Told Us Where AI Governance Really Belongs

Anthropic's new Inference Hooks feature — which lets an enterprise's own endpoint approve or deny every prompt and tool call before Claude runs — is the first time a frontier lab has conceded that AI governance belongs to the customer, not the vendor.

2026-10-12
6 minutes

Blog

August 31, 2026

Healthcare's AI Is Making Decisions No One Can See. Patients Have Noticed.

This week in healthcare AI: a UK watchdog catches AI scribes getting drugs and diagnoses wrong, ECRI opens a national channel for AI error reports, and a study ties AI disagreement to lost trust in doctors.

2026-10-12
6 minutes

Blog

August 24, 2026

New Benchmark Finds 80% of Severe AI Errors Involve Omissions

This week’s top healthcare AI stories show the technology moving deeper into coverage and care, as Medicare uses AI to screen prior authorization requests and researchers find that omissions account for more than 80% of severe AI errors.

2026-10-12
6 minutes

Blog

August 18, 2026

AI Is in 90% of Health Systems. 56% Are Flying Blind After Go-Live, New Report Finds

New UPMC–KLAS research reveals a widening gap between healthcare AI adoption and the ability to validate, monitor, and govern tools after deployment. The report highlights why health systems need continuous visibility, testing, and oversight as AI moves deeper into clinical workflows.

2026-10-12
6 minutes

Blog

August 17, 2026

Healthcare Vetted the AI. Now No One's Watching It Run.

This week in healthcare AI news: a new safety council named the risk that starts after go-live, an AI scribe's fabricated drug claim reached a patient's chart, and AWS warned that legacy HIPAA controls weren't built for AI agents.

2026-10-12
6 minutes

Blog

August 13, 2026

Kaiser's AI Triage Case Highlights Need for Clinician Judgment

A union complaint is rooted in whether artificial intelligence is automating clinical judgment by default rather than by decision.

2026-10-12
6 minutes

Blog

August 12, 2026

Deploying AI to Catch Harm — Not Become It

AI gives health systems a powerful opportunity to reduce waste and avoidable harm at scale—but without governance, it can create entirely new clinical, financial, and regulatory risks. Health systems need real-time visibility, enforcement, and validation to ensure AI follows their rules and delivers on its promise without becoming a new source of harm.

2026-10-12
6 minutes

Blog

August 10, 2026

90% of Health Systems Run Third-Party AI. Fewer Than Half Can Prove It's Safe.

Healthcare AI adoption has outpaced governance, leaving many health systems unable to prove the tools they use are safe and compliant. This week’s news shows why visibility, validation, and enforceable oversight are quickly becoming requirements.

2026-10-12
6 minutes

Blog

August 4, 2026

When AI Hallucinations in Healthcare Become Part of the Patient’s Chart

AI hallucinations often appear as polished, plausible errors that can be signed into the medical record, repeated across future encounters, and scaled across thousands of patients. This blog explains why one-time testing is not enough—and why continuous, local validation must become a core discipline of healthcare AI governance.

2026-10-12
6 minutes

Blog

August 3, 2026

43% of Security Incidents Now Involve Shadow AI. Most Health Systems Can't See Any of It.

This week in Healthcare AI News, five stories reveal how shadow AI, weak oversight, and limited visibility are creating growing security, clinical, and compliance risks for health systems.

2026-10-12
6 minutes

Blog

July 27, 2026

A Rogue Agent, a Kill Switch, and Healthcare AI's Control Problem

This week in AI governance in healthcare: ChatGPT connects to medical records, a rogue AI agent breach, the AHA's governance playbook, a medical-advice lawsuit, and a federal AI kill switch.

2026-10-12
6 minutes

Blog

July 20, 2026

Two-Thirds Deploy, 8% Govern: The WHO Just Named Healthcare AI's Defining Challenge

The WHO named the deployment–governance gap "the defining challenge of AI in health" — the same week CIOs, KLAS, the UK's MHRA, and Optum's $3B AI bet all pointed to the same conclusion. AI governance in healthcare is no longer a differentiator; it's becoming the baseline.

2026-10-12
6 minutes

Blog

July 17, 2026

What the Mayo Clinic Lawsuit Should Teach Every Health System About AI Governance

The Mayo Clinic lawsuit underscores that effective AI governance must be structural, independent, and continuously enforced—not merely documented or dependent on individuals—so health systems can identify risks before they become patient safety failures, regulatory exposure, or public litigation.

2026-10-12
6 minutes

Blog

July 14, 2026

10 Healthcare AI Wins That Come With a Warning

Healthcare AI is delivering measurable results—from reducing clinician burnout and speeding diagnosis to improving patient care and strengthening revenue cycle performance. But as adoption accelerates, governance is falling behind. This article explores the healthcare AI wins worth celebrating and explains why visibility, enforceable policies, and continuous monitoring are essential to scaling those successes safely and responsibly.

2026-10-12
6 minutes

Blog

July 13, 2026

A Whistleblower Just Sued Mayo Clinic Over AI. Here's Why That Matters.

A federal whistleblower lawsuit against Mayo Clinic brings AI governance failures into the courtroom, while new industry data, federal policy, and rising incident reports show that many healthcare organizations still lack the visibility and controls needed to manage AI safely.

2026-10-12
6 minutes

Blog

July 6, 2026

An AI Agent Just Ran a Ransomware Attack: This Week in AI Governance in Healthcare | Vitea Digest

AI governance in healthcare is failing to keep pace with adoption — from an autonomous AI ransomware attack to a vendor breach spanning eight health systems to new research on why governance programs collapse after go-live.

2026-10-12
6 minutes

Blog

June 23, 2026

The Federal Government Wants AI Physicians. Health Systems Are Caught in the Middle.

Federal AI policy is pushing autonomous clinical AI into health systems faster than governance can keep up.

2026-10-12
6 minutes

Blog

June 5, 2026

What the Sharp & Sutter Ambient Listening Lawsuits Reveal About Healthcare's AI Governance Gap

Ambient AI tools are inside exam rooms and exposing your health system to risks. Your security stack can't govern them. Vitea can.

2026-10-12
6 minutes

Blog

May 28, 2026

Why AI Governance in Healthcare and Cybersecurity Are the Strategies You Need

Cybersecurity and AI governance in healthcare are both essential. AI is creating risks traditional security tools can't catch.

2026-10-12
6 minutes

Blog

May 14, 2026

The Rising Risks of Shadow AI in Health Systems: What CIOs and CTOs Need to Know

Understanding the different manifestations of shadow AI is no longer optional for health systems. It's essential.

2026-10-12
6 minutes

Blog

Why I Chose AI Governance: A Former Hospital CEO’s Perspective

After serving as the CEO of San Ramon Medical Center and the Chief Clinical Officer at Sentara, Murali Naidu, MD joins Vitea as Chief Medical Officer. Dive into how AI governance is mission alignment for this former CEO and surgeon.

2026-10-12
6 minutes

Blog

You're Deploying AI Across Your Health System. Who's Governing It?

Who is watching the AI across the hospital and departments? Read more to learn about AI monitoring and why today's security solutions aren't enough for AI governance.

2026-10-12
6 minutes

Blog

March 5, 2026

Why Our Customers Choose Vitea

Choosing an AI governance platform can be daunting. Discover some of the reasons why our customers chose Vitea for their AI governance partner.

2026-10-12
6 minutes

Blog

March 2, 2026

ViVE 2026 Recap: Three AI Themes Hospital CIOs Should Be Watching

AI adoption is increasing across health systems. Is your governance keeping up?

2026-10-12
6 minutes

Blog

February 18, 2026

From Pilot to Production: Scaling AI in Healthcare with Confidence and Speed

Pilots are a good way to test the safety and efficacy of AI applications within health systems. However, rolling out on a broader scale seems to be more challenging. Vitea has provided a checklist to help health systems scale and confidently adopt AI...moving from pilot to production.

2026-10-12
6 minutes

Blog

February 4, 2026

Embracing AI in Healthcare: Balancing Innovation with Governance

Artificial intelligence is offering unprecedented opportunities to improve patient outcomes, streamline operations and reduce costs.

2026-10-12
6 minutes

Blog

January 22, 2026

The Next Frontier for Artificial Intelligence in Healthcare: AI Governance as a Platform

The frontier for AI in healthcare is Vitea's AI Governance as a Platform.

2026-10-12
6 minutes

Blog

January 14, 2026

Why We Started Vitea and Where We’re Headed

AI is transforming healthcare. Vitea was built to enable health systems to confidently and safely.

2026-10-12
6 minutes
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