人工智能智能体 · 行业速览

AI 智能体（Agent）是以大模型为大脑、能自主规划并调用工具完成多步任务的系统，正从“问答”走向“执行”，覆盖办公、客服、研发与业务流程自动化。An AI Agent is a system built on large models that autonomously plans and calls tools to complete multi-step tasks—shifting from “Q&A” to “execution” across office, customer service, R&D, and business-process automation.

市场规模（量级）Market scale (magnitude)

大模型能力成熟 + 企业降本增效需求，推动 Agent 从概念走向规模化落地；被普遍视为继移动互联网后最具确定性的软件范式之一（量级判断，非投资建议）。Mature model capabilities plus enterprise cost-efficiency demand are driving agents from concept to scaled deployment; widely seen as one of the most certain software paradigms since mobile internet (magnitude view, not investment advice).

产业链Value chain

上游：算力、基础大模型、向量数据库｜中游：Agent 框架/编排、工具调用、RAG ｜下游：办公/客服/研发/运维等落地场景Upstream: Compute, foundation models, vector DBs | Midstream: Agent frameworks/orchestration, tool use, RAG | Downstream: Office, support, R&D, Ops use cases

关键趋势Key trends

自主多步执行Autonomous multi-step execution
多 Agent 协作Multi-agent collaboration
企业级可控与合规Enterprise control & compliance
Agent + 工作流自动化Agent + workflow automation
端侧/轻量化部署On-device / lightweight

代表玩家类型Representative player types

大模型与云厂商Foundation-model & cloud vendors
Agent 平台/中间件Agent platforms / middleware
垂直行业应用商Vertical application vendors

说明：以上为基于公开信息的行业量级整理与趋势判断，用于快速建立认知框架，不构成任何投资建议或具体决策依据。精准数据、规模测算与定制研究请见下方「相关服务」。Note: the above is a magnitude-level industry summary and trend view based on public information, for a quick cognitive framework only—not investment advice or a basis for specific decisions. For precise data, sizing, and custom research, see Related Services below.

人工智能智能体AI Agents

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