Agentic and Generative AI in Healthcare Organizations: Governance, Clinical Workflow Integration and Responsible Value Creation

Synthèse

This Journal of Enterprise Information Management Special Issue seeks to understand Agentic Artificial Intelligence and Generative AI (GenAI) in healthcare, and how these technologies impact the governance, strategy, and value creation of healthcare organizations. In technological innovation, digital technologies are reconfiguring value creation processes and prompting organizations to develop new adaptive strategies. In healthcare, this transformation is driving the adoption of innovative solutions to enhance value for stakeholders while supporting more personalised, predictive, and preventive models of care. AI and GenAI are emerging as strategic levers for optimising resource allocation, supporting new care delivery paradigms, and accelerating research and development. The rapid emergence of Agentic AI systems introduces a further step in this transformation, with AI technologies moving from reactive tools towards semi-autonomous systems able to plan, coordinate and monitor actions across complex organizations.

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Thèmes proposés

  • How are GenAI and Agentic AI reshaping clinical, administrative, and managerial workflows in healthcare organizations?
  • How do healthcare organizations govern Agentic AI systems across care pathways?
  • What organizational capabilities are needed to move from experimental GenAI applications to integrated and scalable Agentic healthcare systems?
  • How can healthcare organizations ensure meaningful human oversight when AI systems become more autonomous, proactive, and embedded in clinical or administrative processes?
  • How do GenAI and agentic AI create, capture, or potentially destroy value for different healthcare stakeholders?
  • How do Agentic and GenAI systems transform healthcare knowledge management?
  • How can healthcare organizations evaluate and measure the clinical, organizational, economic, ethical, and societal value generated by GenAI and Agentic AI adoption?
  • What governance mechanisms are needed to ensure accountability, transparency and regulatory compliance in AI-enabled healthcare organizations?
  • How do GenAI and Agentic AI affect decision-making processes within healthcare organizations?
  • How can healthcare organizations manage risks related to automation bias, inequitable outcomes and over-reliance on AI?
  • How do agentic AI and GenAI support healthcare system sustainability?