When OpenClaw Meets Hospital: Toward an Agentic Operating System for Dynamic Clinical Workflows

By: Wenxian Yang, Hanzheng Qiu, Bangqun Zhang, Chengquan Li, Zhiyong Huang, Xiaobin Feng, Rongshan Yu, Jiahong Dong

Published: 2026-03-12

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Abstract

This work proposes an architecture that adapts LLM agents for hospital environments to significantly improve clinical workflows. It addresses reliability, security, and long-term memory limitations by introducing a restricted execution environment, a document-centric interaction paradigm, a page-indexed memory architecture, and a curated medical skills library. The system forms the basis of an Agentic Operating System for Hospital, capable of coordinating clinical workflows with safety, transparency, and auditability.

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When OpenClaw Meets Hospital: Toward an Agentic Operating System for Dynamic Clinical Workflows | ArXiv Intelligence