Grafana Integration for AI Agents
Grafana is an observability tool for dashboards and alerts on metrics, logs and traces. Infrastructure, SRE and development teams use it. The agent connects to Grafana through the iTeam app catalog, using the official API and a service token, to read dashboards, query data sources and receive alerts.
What AI agents do with Grafana
Alerts with a first diagnosis
When an alert fires, the agent checks the dashboards and logs tied to the service and sends on-call a summary of what changed and since when.
Less duplicate alerting
The agent groups alerts from the same incident, so the team does not receive dozens of notices for a single problem.
Availability report
At the end of the month, the agent calculates availability and response time per service from Grafana data and writes the report for leadership.
Post-incident review
Once the incident is resolved, the agent builds its timeline with the charts and channel messages, ready for the review meeting.
Connect Grafana once. The agents use it within your rules.
- In the app catalogAvailable in the iTeam app catalog, with the app’s own login and permissions per agent.
- Each agent gets the right accessYou decide what each agent can read or do in Grafana, by area and by person.
- Human approval where it mattersSensitive actions wait until someone with the authority approves them.
- A trail and a cost for every actionWho asked, what the agent did in Grafana and what it cost, all on record.
Ready-made AI teams for this work
Often used together with Grafana
Questions about Grafana and AI agents
Does iTeam integrate with Grafana?
Yes. Grafana is in the iTeam app catalog and connects through the official API, on Grafana Cloud or on your own installation.
Can the agent change alerts and dashboards?
The default is read-only. Creating or silencing an alert requires a specific permission and approval, with a record in the audit trail.
Does it work with Prometheus and Loki?
Yes. The agent queries the data sources already connected to your Grafana.
