Building Trust in Agentic AI: Data, Governance and the Human in the Loop
Becker’s Healthcare PodcastSummary
Healthcare organizations are increasingly moving beyond basic AI tools that merely summarize information or make recommendations, advancing towards more sophisticated agentic workflows capable of coordinating tasks and taking approved actions. Morgan Beschle, Vice President of Products at RevSpring, emphasizes that the success of these workflows hinges on the quality and context of the data they utilize. While health systems are aware of the challenges surrounding data accessibility and trustworthiness, the technology itself is often ahead of the data infrastructure needed to support it.
As organizations consider integrating AI into their operations, they face significant hesitance, particularly regarding the transfer of decision-making authority to AI systems. The complexity of healthcare data, often gated by both systems and human factors, complicates the process of determining which workflows can be safely automated. Beschle notes that a human presence in these workflows is crucial for mitigating risks, especially when the stakes involve patient care and outcomes.
To navigate this transition, organizations are advised to establish AI steering committees that apply risk assessment frameworks to evaluate potential AI applications. Key considerations include the implications of mistakes, the reversibility of errors, and the ability to measure outcomes effectively. As AI continues to evolve, the goal is to build trust in these systems, allowing for a gradual shift towards more autonomous decision-making while maintaining oversight to ensure patient safety and care quality.
Show Notes
In this episode, Morgan Beschle, Vice President of Product at RevSpring, discusses the evolution of AI toward agentic workflows, why trusted data and a strong data foundation are critical, and how healthcare organizations can use risk frameworks and human oversight to build confidence in AI-driven actions.
This episode is sponsored by RevSpring.
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