AI Observability

See what your AI is doing

See exactly what your AI agents and LLM apps are doing.

Debug issues faster with tracing, monitoring, and real-time alerts.

Try LangSmith free. No credit card required.

LangSmith dashboard showing AI observability

How LangSmith observability works

1

Instrument in minutes

Add a few lines of code to start tracing your AI apps. LangSmith works with any LLM, framework, or custom implementation.

2

Trace every call, step, and decision

Get full end-to-end visibility into your AI system. Debug hallucinations, latency spikes, and cost anomalies at the trace level.

3

Monitor quality, not just uptime

Score real-world interactions in production. Get alerted when output quality drops before users report it.

LangSmith powers top engineering teams, from AI startups to global enterprises

Zip
Writer
Harvey
Vanta
Abridge
Clay
Rippling
Mercor
Listen Labs
dbt Labs
Klarna
Headspace
Lyft
Coinbase
Rakuten
LinkedIn
Elastic
Workday
Monday.com

Built for Production AI

Teams trust LangSmith to observe their most important AI applications

50M+
LLM Calls Traced
1B+
Events Ingested per Day
100K+
Monthly active orgs in LangSmith SaaS

LangSmith Agent Engineering Platform

Get complete visibility to drive agent performance and improvement

Agents create dense outputs that make debugging hard. Tracing gives you clear visibility into each step, so you can confidently explain what your agent is actually doing.

Connect with our team to see how
LangSmith Observability interface showing trace details

Built for Enterprise

Security and compliance at scale

LangSmith meets the demanding security, performance, and collaboration requirements of large organizations building AI applications at scale.

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Granular permissions

Role-based access control with org-level permissions and project isolation to meet your security and compliance requirements.

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SOC 2 Type II

Third-party security certification with comprehensive security controls.

Trust center
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Self-hosted deployment

Self-hosting options to maintain full control over your AI data and meet strict compliance requirements.

Why top AI teams choose LangSmith

Visibility & control

See exactly what's happening at every step of your LLM application. Debug issues and understand behavior instantly.

Fast iteration

Rapidly move through build, test, deploy, learn, repeat with workflows across the entire LLM engineering lifecycle.

Framework neutral

Keep your current stack. LangSmith works with your preferred open-source framework or custom code.

Customers

Elastic

"Working with LangSmith on the Elastic AI Assistant had a significant positive impact on the overall pace and quality of our development and shipping experience. We couldn't have delivered the product experience our customers now have without LangSmith—and we couldn't have done it at the same pace without it."

James Spiteri, Director of Security Product Management at Elastic

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Rakuten

"What we really needed was a more structured way to test new approaches, something better than just shipping and seeing what happened. LangSmith gave us a more scientific, structured way to understand what was actually working, whether that meant running pairwise evaluations or digging into why accuracy jumped from 70% to 80%. Our engineers especially love the intuitive debugging experience, it's saved us a lot of time."

Yusuke Kaji, General Manager of AI for Business Development at Rakuten

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Get a Demo of LangSmith

See how LangSmith can help you observe your AI applications with complete visibility into agents, LLMs, and workflows.