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Orange Business 借 LangChain 打造企业智能体平台

AI 总结

LangChain 博客发布案例,称 Orange 集团 B2B 部门 Orange Business 的旗舰 AI 平台 Live Intelligence 已部署给 12 万名 Orange 员工,并被法国及欧洲 150 多家客户采用。平台由面向 AI 工程师的 Studio、面向业务用户的 Portal 和面向管理员的 Console 组成,并增设 Agent Registry 与 MCP Registry,用于统一发现、复用和治理智能体与外部工具。Orange Innovation 在评估约 20 家云厂商与 AI 厂商后选择 LangChain,理由是模型中立与可移植性,并用 LangSmith 执行覆盖 RAG 质量、智能体行为和线上链路监控的三层评测,以及上线前的回归测试。

深度见解

据该案例,Orange 方面称若自建可观测与编排基础设施,路线图可能延后 12 至 18 个月,这类说法出自供应商发布的客户证言,未经独立核实。

Orange Business is the B2B arm of Orange Group, one of Europe's largest telecommunications and digital services companies. Live Intelligence is Orange Business's flagship AI platform. It’s deployed across 120,000 Orange employees and has already been adopted by 150+ customers in France & Europe. 

The Limits of Building AI Assistance From Scratch

When Orange Business developed their first AI products, they wanted to provide customers with safe ways to develop value with AI. 

Live Intelligence Portal lets employees create simple AI agents and trigger basic API calls—capabilities that work for entry-level personal tasks. Orange Business wanted to build next: agents that could orchestrate complete business processes across fragmented enterprise systems, govern who can access what, and run reliably in production at scale.

Reproducing the orchestration, deployment, monitoring, and observability infrastructure that enterprise-grade agents require, though, would have required over a year of development. Rather than build from scratch, Orange Business went looking for the right foundation. This is how Live Intelligence Studio was born.

An Open-Source-First Evaluation Across 20 Vendors

Orange Innovation (Orange Group's innovation scouting arm) evaluated roughly 20 major cloud providers and specialized AI vendor solutions. They selected LangChain for its model neutrality and portability—allowing the team to maintain full ownership of the agent architecture, and manage workloads in response to European data sovereignty requirements.

#Orange Business#Orange#LangChain#LangSmith#LangSmith Fleet#LangSmith Context Hub#Live Intelligence Studio#Live Intelligence Portal#Live Intelligence Console#MCP Registry#Agent Registry

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