Accelerate root cause analysis with AI and Grafana Cloud’s Knowledge Graph

Understand what’s connected and what’s impacted at a glance as the knowledge graph automatically builds a living map of your system from metrics, service meshes (Istio, Linkerd), eBPF-based auto-instrumentation (Beyla), and OpenTelemetry signals

When incidents occur, everything relevant is already connected so all troubleshooting signals are just a click away

Curate context for your team and agents with custom entities for the parts of your system that matter most, such as business components or your service catalog

Identify issues before they escalate with a curated set of proactive insights powered by the Knowledge Graph, focused on what problems mean for your services, not just raw signals

Get value fast with out-of-the-box, customizable insights that adapt to your environment as it evolves

Investigate across observability layers with a live map that automatically correlates all affected components to remove guesswork

Help AI agents investigate faster with shared context, available to Grafana Assistant and your own agents via GCX, so they spend less time rediscovering how your systems relate

Access the right data instantly and jump directly into the telemetry that matches the component and timeframe of the incident

Get started quickly with prebuilt, technology-specific dashboards that eliminate the work of creating, maintaining, and organizing views

Investigate deeply with unified workflows that connect dashboards and Grafana Cloud observability solutions