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Building a Risk Management Framework for AI in Healthcare

AI in Healthcare Whitepaper (1)

AI in healthcare is revolutionizing everything from clinical decision-making to operational efficiency in day-to-day practices.

But as hospitals, clinics, and health systems adopt artificial intelligence, they also must navigate a fast-evolving set of new risks, and many lack a clear strategy as to how these tools are used and how patient safety is protected in an AI-enabled environment.

In this whitepaper, you’ll learn:

  • How AI is being used across healthcare functions—from diagnostics to patient engagement
  • Strategic, clinical, and operational risks introduced by AI systems
  • How to apply the COSO ERM framework to AI-specific risk management
  • Why healthcare incident reporting software is essential for proactive AI oversight

Fill out the form below to download the whitepaper.

The Role of Incident Reporting in AI Risk Management

 

AI is becoming increasingly more powerful and efficient, but it can still fail, introduce bias, or erode trust if left unchecked. A well-structured incident reporting system allows healthcare organizations to log and analyze issues such as patient complaints, analytics errors, or workflow disruptions caused by AI. By surfacing these patterns, healthcare teams can proactively address risks and build safer, more reliable systems of care.

AI in Healthcare: Transforming Risk into Readiness

 

By pairing AI innovation with proactive safety oversight, healthcare organizations can move beyond reactive crisis management toward continuous, data-driven improvement. Traditional compliance tools fall short in addressing the unique challenges of AI (such as data drift, black-box decision-making, and algorithmic bias), making it essential to adopt modern solutions that capture issues in real time, enable transparent reporting, and strengthen trust through ongoing improvement.

Incident reporting software allows healthcare organizations to:

  • Report AI-related anomalies such as malfunctions or incorrect predictions in minutes
  • Track and analyze recurring issues to surface trends before they impact care quality, patient safety, or trigger compliance failures
  • Share safety data across departments to drive cross-functional collaboration
 

Safer Systems Start Here

 

Performance Health Partners helps healthcare organizations uncover and address safety risks—whether from AI, human error, or system breakdowns—before they escalate.

With tools designed to capture issues in real time, streamline reporting, and surface trends, Performance Health Partners empowers teams to strengthen patient safety programs, manage emerging risks, and build a culture of trust that supports innovation.

 

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