✈️ @LATAMAirlines is landing at Interrupt. The largest airline in Latin America built two productio...
TL;DR · AI 摘要
LATAM航空在LangChain主办的Agent Conference上分享其两个生产级AI代理的落地经验：构建简单，规模化运维才是核心挑战。
核心要点
- 构建AI代理门槛降低，但规模化部署与可观测性仍是关键瓶颈。
- LATAM使用LangSmith实现代理行为观测，并自研Compass系统提升代理智能。
- 该案例凸显企业级AI代理需兼顾工程可靠性、数据反馈闭环与业务价值对齐。
结构提纲
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思维导图
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查看大纲文本（无障碍 / 无 JS 友好）
- LATAM航空AI代理实践
- 场景
- 行程规划
- 代理协调
- 挑战
- 规模化运维
- 可观测性
- 方案
- LangSmith观测
- Compass智能增强系统
金句 / Highlights
值得收藏与分享的关键句。
Building them was easy. Operating at scale was the real challenge.
Compass, a system that extracts intelligence, improves these agents, and opens new value.
Head of AI Nico Venegas and Lead Technical Product Manager Claudio Urbina will share what they learned from observing with LangSmith.
The largest airline in Latin America built two production agents that handle trip planning and agency coordination. Building them was easy. Operating at scale was the real challenge.
At Interrupt, the Agent Conference by LangChain, https://t.co/RXkKI4r5v5" / X
is landing at Interrupt. The largest airline in Latin America built two production agents that handle trip planning and agency coordination. Building them was easy. Operating at scale was the real challenge. At Interrupt, the Agent Conference by LangChain, Head of AI Nico Venegas and Lead Technical Product Manager Claudio Urbina will share what they learned from observing with LangSmith, and how they built Compass, a system that extracts intelligence, improves these agents, and opens new value. Catch this LATAM Airlines talk along with all the others at Interrupt on May 13-14 in San Francisco. Get tickets here 
interrupt.langchain.com
