What risks do AI tools create for organizations?

AI tools can introduce operational and regulatory risks related to inconsistent outputs, lack of accountability, and reliance on automated decision support within regulated processes.

How are organizations governing AI tools in practice?

Organizations are establishing governance structures that define ownership, monitor tool usage, and align responsibilities across compliance and operational teams.

What is human-in-the-loop oversight in AI?

Human-in-the-loop oversight means maintaining appropriate human review and involvement when AI outputs inform decisions, particularly in regulated or high-risk processes.

How should organizations manage third-party AI vendor risk?

Organizations should evaluate third-party AI tools by assessing controls, monitoring ongoing use, and ensuring vendor practices align with internal compliance requirements.

Why is AI oversight important for compliance programs?

AI oversight helps ensure that automated processes remain consistent, accountable, and aligned with regulatory expectations when used in compliance or operational decision-making.

How are organizations monitoring AI tool usage over time?

Organizations are implementing ongoing monitoring processes to track how AI tools are used, evaluate outputs, and ensure continued alignment with governance and compliance expectations.

New Webinar: “Managing AI Tools: Oversight, Risk, and Compliance in Practice”

Wednesday, May 20, 2026

11:00 am – 12:00 pm E.T.

Duration: 60 Minutes

Webinars

Series

Healthcare Regulatory Roundup

Twice each month, PYA experts discuss the latest industry developments as part of our popular Healthcare Regulatory Roundup (HCRR) webinar series. In addition to straightforward explanations of those developments and actionable guidance, attendees will be offered the chance to earn continuing professional education units in selected sessions.

Organizations are increasingly incorporating artificial intelligence (AI) into operational workflows and compliance activities, creating new challenges related to governance, accountability, and consistency, particularly when AI outputs inform decisions or support regulated processes.

During this webinar, PYA Principal Valerie Rock, Senior Manager Miriam Murray, and Manager Erin Walker will discuss how organizations are establishing oversight structures for AI, including approaches to monitoring tool usage, aligning responsibilities across compliance and operational teams, evaluating third-party solutions, and maintaining appropriate human involvement in decision-making.

Learning objectives for this session include:

Understand the most common AI-related operational and regulatory risks organizations are facing today.
Gain insight into how organizations are managing AI tools, technology, and vendors on an ongoing basis.
Learn how organizations are incorporating “human-in-the-loop” oversight.

This webinar is part of PYA’s Healthcare Regulatory Roundup, a popular series during which PYA experts provide practical insights on the latest industry regulatory developments. For more than 40 years, PYA has been committed to regulatory compliance and helping healthcare organizations create attainable compliance programs while mitigating risks.