星之湖以医疗业务为基础，将模型、RAG、医疗知识、Skill / Tool 与业务上下文结合，持续构建面向真实医疗场景的 Agent 能力。
不同于作为外挂工具存在的单点 AI，医疗 Agent 需要理解具体业务、连接既有系统、调用专业工具，并在明确的权限、治理和人工确认机制下完成任务。
星之湖以一体化医疗云为业务底座，将智能能力进一步深入临床、患者服务、医院运营与区域治理等核心流程。
从单点智能应用走向场景 Agent，从单体 Agent 走向多 Agent 协同，从一次性交互走向可运营、可治理的持续服务，推动医疗 AI 从“能回答”进一步走向“能理解、能调用、能协同”。
在运行与基础设施层，星之湖与星流计算协同，围绕 SerpMind™ Agent OS、Agent Runtime 与玄矩™ A1 等能力，为医疗 Agent 的创建、治理与持续运行提供系统级支撑。
通过业务、数据、Agent 与运行基础设施的协同，让医疗智能不止停留在单次调用，而能够在明确边界内持续运行、统一治理并不断演进。
①场景 Agent，深入业务流程
围绕临床智能、患者智能、运营智能与区域智能构建场景 Agent，将专业知识、业务上下文与任务能力融入真实医疗流程，让智能从单点应用走向业务协同。
②全流程融合，一体化驱动
通过 MCP Server、API、Service Connector 等开放连接方式，接入 Nova H、Nova MC、Nova G 以及 HIS、EMR、LIS、PACS 等既有系统，让 Agent 能够理解业务上下文、调用专业工具，并在现有医疗信息化体系中协同运行。
③安全可控，持续运行
通过权限控制、数据分级、多机构隔离、版本治理、工具准入、运行审计及 Human-in-the-loop 机制，构建覆盖数据、模型、Agent 与运行过程的安全治理体系，让医疗智能在明确边界内安全、可控、持续运行。
Built on deep healthcare expertise, NovaLake combines foundation models, RAG, medical knowledge, Skills, Tools, and business context to continuously develop Agent capabilities for real-world healthcare scenarios.
Unlike isolated AI tools that operate outside existing systems, healthcare Agents must understand specific business contexts, connect with established systems, invoke professional tools, and complete tasks within clearly defined access controls, governance frameworks, and human approval mechanisms.
Built on an integrated healthcare cloud foundation, NovaLake brings intelligent capabilities deeper into core workflows across clinical care, patient services, hospital operations, and regional healthcare governance.
NovaLake is advancing healthcare AI from isolated intelligent applications to scenario-specific Agents, from individual Agents to multi-Agent collaboration, and from one-time interactions to continuously operated and governed services. This enables healthcare AI to evolve from simply answering questions toward understanding context, invoking capabilities, and coordinating tasks.
① Patient Services Agent
Connects healthcare service systems, service knowledge, and professional tools to support more continuous and intelligent patient services.
②Outpatient Assistant Agent
Understands outpatient workflows and business context to assist with information processing, task execution, and workflow coordination.
③Hospital Executive Assistant Agent
Connects hospital operational data and management scenarios to support intelligent analysis, information understanding, and decision support for hospital leadership.
④Inpatient Medical Record Agent
Works within inpatient care workflows by connecting medical record information with relevant healthcare capabilities, supporting more intelligent medical record processes and workflow coordination.
⑤Physician Rounds Agent
Designed for clinical rounding scenarios, connecting patient information, medical knowledge, and professional tools to provide intelligent support for physicians.
Runtime and Infrastructure Coordination
At the runtime and infrastructure layer, NovaLake works in coordination with NovuInfra around capabilities including SerpMind™ Agent OS, Agent Runtime, and Xuanju A1, providing system-level support for the creation, governance, and continuous operation of healthcare Agents.
By coordinating business operations, data, Agents, and runtime infrastructure, NovaLake enables healthcare intelligence to move beyond one-time interactions and operate continuously within clearly defined boundaries—with unified governance and ongoing evolution.
①Scenario-Specific Agents Embedded in Healthcare Workflows
Develop scenario-specific Agents across clinical care, patient services, hospital operations, and regional healthcare by integrating professional knowledge, business context, and task capabilities into real healthcare workflows.
②End-to-End Integration Through a Unified Architecture
Through open integration methods including MCP Servers, APIs, and Service Connectors, Agents can connect with Nova H, Nova MC, Nova G, and existing systems such as HIS, EMR, LIS, and PACS. This enables Agents to understand business context, invoke professional tools, and operate collaboratively within existing healthcare IT environments.
