Grafana AI Agents
Automate monitoring dashboards, alerting, and observability workflows with Grafana AI agents.
Trusted by leading companies worldwide
Popular Grafana Use Cases
Dashboard Management
- Automated dashboard provisioning
- Template-based dashboard creation
- Cross-team dashboard distribution
Alert Management
- Alert rule configuration
- Threshold optimization
- Notification routing
Observability
- Multi-source metric correlation
- Anomaly detection
- Capacity planning analysis
What are Grafana AI Agents?
Grafana AI agents are autonomous systems that integrate with Grafana to automate monitoring dashboards, manage alerting rules, and streamline observability workflows. These agents handle tasks like creating and updating dashboards, configuring alert thresholds, analyzing metric trends, and correlating data across multiple data sources.
By leveraging Grafana's API and its support for diverse data sources (Prometheus, InfluxDB, Elasticsearch, and more), these agents can build comprehensive monitoring views, detect anomalies, manage on-call notifications, and maintain observability across your entire infrastructure stack.
Benefits of Grafana AI Agents
Manual dashboard creation and updates
Alert fatigue from poor thresholds
Siloed monitoring data
Reactive capacity management
Automated dashboard provisioning
Optimized alert thresholds
Correlated cross-source observability
Proactive capacity planning
Industry-Specific Grafana Applications
DevOps
Automate infrastructure monitoring dashboards, manage alert routing to on-call teams, and track SLO/SLA compliance.
Cloud Infrastructure
Monitor multi-cloud environments, automate cost-related alerts, and track resource utilization across providers.
Enterprise IT
Manage enterprise monitoring at scale, automate ITSM integrations, and maintain compliance monitoring dashboards.
Considerations when using Grafana AI Agents
Data Source Limits
Automated dashboard queries can strain data sources. Implement query caching and limit dashboard refresh rates.
Alert Routing
Configure notification channels carefully. Test alert routing in staging before applying to production monitoring.
Dashboard Governance
Implement folder structures and permissions for automated dashboards. Prevent dashboard sprawl with naming conventions.
Free your team.
Build your first AI agent today!
If you're exploring Relevance AI for the first time or discovering new features, we'll quickly guide you to start doing great work immediately.