GRAFANA LABS AI WEEK 27–31 JUL 2026 SAVE THE DATE
Try it now

Can you feelthe shift?

Observability is becoming agentic.

← → drive at your own pace · space play / pause

The system changed

More services. More telemetry. Now, more agents.

Agents you run against your systems. Agents you ship into production. Both need a new operating model.

The shift

Observability is becoming agentic.

Two moves, at once.

AI for Observability Agents operate the systems you run.
Observability for AI You observe the agents you ship.

AI for Observability.
Agents operate the systems you run.

The pain: the signals are live, but people still assemble every answer by hand — find the syntax, rebuild the context, correlate signal by signal.

Traditional You pull answers from the tools.
The agentic way Agents gather context, query signals, and return evidence.

1Grafana Assistant

Ask Grafana.
Get grounded work.

An agentic workspace inside Grafana, using your live observability context to answer questions and produce work you can inspect.

  • Speaks fluent query. PromQL, LogQL, and TraceQL, written and explained.
  • Builds Grafana artifacts. Turn intent into queries, panels, and dashboards.
  • Works from your map. Uses the Knowledge Graph, dashboards, and infrastructure memory.
  • Reuses your methods. Add Rules and Skills; schedule work with Automations.

What people are saying
about Grafana AI.

Chris Fidao on X: The Grafana assistant AI is the unsung hero of the AI era. Chris Fidao · X · July 7, 2026
“Bottom line: this is the dream come true.”
Viktor Farcic · LinkedIn
“Grafana Assistant has to be the best AI Agent I have used.”
u/Initial-Detail-7159 · r/grafana
“Super useful. Been using it to snip up dashboards.”
u/Kind_Butterscotch_96 · r/grafana
“Grafana Assistant provided an accurate report in just 9 minutes.”
Dmitry Yackevich · LinkedIn

2Assistant Investigations · Public preview

Give the incident more
than another pair of eyes.

Start from a symptom, an alert, or a hypothesis. Assistant runs a longer, cross-signal investigation and returns a structured report.

  • Explore metrics, logs, traces, and profiles across permitted data.
  • Build hypotheses and show the evidence for and against each one.
  • Return source queries responders can rerun and review.

3gcx command line · Public preview

Put production context
in the coding loop.

gcx gives people and coding agents structured access to Grafana from the terminal, where the code and the change already live.

  • Query metrics, logs, traces, and profiles from the coding environment.
  • Work with dashboards, alerts, SLOs, and Investigations as structured data.
  • Install portable Agent Skills, and use it with any agentic coding tool.

4MCP & A2A integrations

Bring Grafana evidence
to compatible agents.

Grafana's open integrations make observability data and workflows available in the agentic tools your team already chooses.

  • Query live telemetry and inspect dashboards, alerts, incidents, and SLOs.
  • Let clients return structured findings and supported actions to Grafana.
  • Limit the available tools and permissions, including a read-only MCP mode.

The boundary

Let agents do the digging.
Keep people in control.

1Your identityAgents act through the signed-in user.
2Your permissionsExisting Grafana access controls still apply.
3Source evidenceQueries and findings stay available to inspect.
4Your decisionReview, refine, share, or reject the result.

The same boundary holds whether agents operate your systems or run in production.

Observability for AI.
Observe the agents you ship.

The pain flips: your agentic systems are production systems too. You need to see what they cost, how they behave, and whether their output holds up.

5Grafana AI Observability

Observe the agents
you put into production.

Capture how agentic systems behave, what they cost, and whether their output meets your quality and safety bar.

  • Inspect generations, conversations, models, tool calls, latency, and cost.
  • Track agent versions and multi-agent dependencies.
  • Run online evaluations and guards against live traffic.

6APIs

Build with Grafana AI
directly.

Wire Grafana AI into your own agents, services, and automations with agent-to-agent (A2A), webhooks, and HTTP endpoints.

  • Call Grafana AI from your own agents over A2A.
  • Trigger workflows and receive results through webhooks.
  • Reach telemetry and actions over documented HTTP endpoints.

From observability you operate
to observability that works with you.

Agents operate the systems you run. You observe the agents you ship. Grounded in Grafana.

Explore Grafana AI