Leading Digital Health Platform: Production-Grade Clinical Workflow Multi-Agent System
From whiteboard architecture to a compliant multi-agent system processing 14,000+ daily clinical records, with end-to-end P95 response latency under 180ms and 99.4% clinical accuracy.
Business Context & Operational Bottlenecks
高强度临床文书负荷与零容错合规底线的双重挑战
在传统诊疗流程中，主任医生和主治医师每天需要耗费近 35% 的工作时间手动录入病例、整理检验报告与医嘱。不仅占用了宝贵的患者接诊时间，还容易因疲倦导致转录漏错。
Engineering Solution & System Architecture
双重防护栏隔离的多智能体协同编排引擎
爱云汐科技为客户搭建了专有私有化多智能体流式管线，融合本地向量检索（Hybrid RAG）、专科临床本体库以及确定性合规护栏机制。
Measurable Production Results & ROI
量化业务收益与生产平稳运行
系统上线后在全国 18 家三甲医院及大型私立医疗中心平稳运行超过 12 个月，成为医护团队日常必不可少的高效生产力助手。
“爱云汐团队不是给我们做了一个华丽但脆弱的 Demo，而是真正理解了医疗系统容错底线的工程硬汉。这套系统在核心院区平稳运行了整整一年，从未发生过一次合规事故。”
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