Technology
Grafana AI is built to do useful work without guessing. Agents use Grafana's observability platform, the Knowledge Graph, and purpose-built tools to produce grounded results.
The technology gives agents proven signal foundations, the context your team already knows, and tools purpose-built for telemetry. Use it wherever you run Grafana, or build on it with the AI SDK.
Grafana
We built Grafana AI on the open observability foundations teams already trust: Grafana, Mimir, Loki, Tempo, Pyroscope, and OpenTelemetry. It includes the signals produced by agents themselves and keeps every answer connected to real queries and panels.
Knowledge Graph
Give agents a live map of your services, infrastructure, and dependencies, discovered automatically from your telemetry, so answers start from your environment instead of generic defaults.
Available everywhere
Grafana Assistant works however you run Grafana, from Grafana Cloud to self-managed Enterprise and OSS, and travels with you across the UI, the gcx command line tool, and the Grafana MCP server, keeping context wherever the work happens.
AI SDK
Build AI-powered applications and agents on Grafana AI with a backend toolkit designed to bring Grafana's observability context into your own software. The AI SDK is coming soon and will be developed in the open on GitHub.