From Single Chatbots to Governed Agent Ecosystems: An Agentic AI Pattern Catalogue and Orchestration Framework for Mission-Critical Hospital Information Management Systems
A new framework scales autonomous AI in healthcare by prioritizing governance, auditability, and clinical safety.
Hospitals are racing to embed AI, while coping with the surge in adaptation of the technology in other industries, into the triage management, documentation, scheduling, and revenue-cycle workflows, yet most deployments remain as fragmented pilots that stall at the edge of produc...
ArXiv CS.AI
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Transitioning from isolated chatbots to governed agent ecosystems is critical for hospital systems to move past stalled pilots and into secure, scalable production. This research provides the essential architectural blueprint to align high-stakes clinical workflows with global regulatory compliance and interoperability standards.
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