What is the Grafana Knowledge Graph and How Does It Help AI Agents? (Demo)

Grafana's Knowledge Graph builds a contextual layer on top of your telemetry data, automatically extracting entities and relationships so you can see how your services actually connect.

In this deep dive, Jia show how it powers root-cause investigation both in the Grafana UI and through agentic workflows using gcx and Claude Code.

0:00 What Is Knowledge Graph?

0:53 Exploring the Entity Graph UI

1:50 Investigating an Incident with Workbench

3:32 Agentic Workflows with GCX & Claude Code

5:23 AI Uncovers the Root Cause

Learn more about Grafana's observability tools and try Knowledge Graph for your own telemetry data at grafana.com.

Links/resources:
Learn about Knowledge Graph:https://grafana.com/docs/grafana-cloud/platform/knowledge-graph/
Read about gcx: https://grafana.com/docs/grafana/latest/as-code/observability-as-code/grafana-cli/gcx/
Get started with the Grafana Cloud forever-free tier: https://grafana.com/g/cloud
Have a question? Ask Grot, your AI helper: https://grafana.com/grot/
Reach out in our community forums: https://gra.fan/communityyf

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