Monitor and troubleshoot AI agents and applications
Use APM built-in experiences to monitor and troubleshoot AI agents and applications.
Attention: Splunk AI Agent Monitoring is scheduled for deprecation. Use
to monitor, evaluate, and configure guardrails for generative AI and agentic applications instead. Contact your Splunk team to request access.
After you set up data collection from AI agents and applications, the data populates built-in experiences that you can use to monitor and troubleshoot them.
The following table describes the tools you can use to monitor and troubleshoot your AI agents and applications.
| Do this | With this tool |
|---|---|
| Monitor your overall AI application and agent environment. | AI overview page |
| Monitor your AI agents. | AI agents page |
| Monitor the traces and spans associated with your AI agents. | AI trace data page |
| View all of your LLM service dependency graphs and user interactions. | Service map |