Find and fix AI agent failures

Automatically surface error patterns across your production traffic and test runs so you can ship the improvements that matter most.
Example screenshot of the atla platform

See how it works

Most monitoring tools show you something broke.
Atla shows you why—and exactly how to fix it.
1
Find error patterns across your agent traces to understand why your agent fails.
A screenshot of Atla monitoring the errors in your agent
See how suggestions work
2
Zoom into your traces to see the specific steps your agent took summarized, as well as to locate the specific error.
Screenshot of a trace view showing a tool error in an LLM agent
See how suggestions work
3
Receive suggested fixes based on error patterns.
A screenshot of a pattern detected in an LLM agent with a suggested fix
See how suggestions work
4
Run experiments and compare performance to confidently improve your agents.
A screenshot of comparing two different LLM model performances in the Atla tool
See how suggestions work
A screenshot of comparing two different LLM model performances in the Atla toolA screenshot of a pattern detected in an LLM agent with a suggested fixScreenshot of a trace view showing a tool error in an LLM agentA screenshot of Atla monitoring the errors in your agent

See why your agents fail.

Install the Atla package
Track your agents
Understand errors instantly