This presentation explores the Viable System Model (VSM) as a framework for integrating artificial intelligence (AI) applications in healthcare organizations. Drawing from clinical experience and healthcare risk management, the speaker emphasizes that every medical institution requires a coherent AI strategy aligned with its strengths and weaknesses. The VSM, developed by Stafford Beer, models organizations as adaptive systems composed of operational units and senior management functions, enabling analysis and optimization of complex structures. Using analogies to the human nervous system, the talk highlights how VSM clarifies roles of coordination, optimization, strategic adaptation, and normative management. Practical examples, such as emergency department workflows, illustrate how uncoordinated AI adoption can create systemic bottlenecks, while a top-down, VSM-guided approach can align AI deployment with organizational viability. The presentation reviews current AI use cases—diagnostics, triage, decision support, process optimization—and underscores the need for tailored, organization-wide AI strategies. It concludes that VSM offers a robust methodology to ensure that AI strengthens healthcare delivery, mitigates systemic dysfunctions, and supports the transition toward AI-powered healthcare organizations.
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