Who Grafana is for#
SRE teams centralizing visibility
Use Grafana to create shared dashboards and alerts across the systems that already produce operational telemetry.
Skip if:
You want a single vendor to own collection, storage, dashboards, and incident workflows end to end.
Platform teams exposing service health
Use Grafana to publish standard views for infrastructure, applications, and customer-impacting service metrics.
Skip if:
Your organization has no consistent metrics or logging sources yet.
The problem it solves#
Engineering teams often scatter operational data across metrics systems, log tools, tracing backends, and cloud consoles. When dashboards and alerts live in separate vendor interfaces, incident response slows down and teams lose a shared view of system health.
The practical need is a common observability surface that can query many backends without forcing every team into one storage vendor. Dashboards must be understandable during incidents, not just attractive during planning.
How it solves it#
Multi-source dashboards
Grafana connects to many data sources, letting teams build dashboards across metrics, logs, traces, and infrastructure data.
Alerting and visualization
Teams can turn operational signals into panels and alerts, which helps reduce context switching during incidents.
Extensible observability ecosystem
Grafana has a broad plugin and integration ecosystem, including newer automation surfaces such as the Grafana MCP server.
Strengths and trade-offs#
Strengths
- Works across existing monitoring stacksGrafana can sit on top of current data systems, which helps teams avoid replacing storage just to standardize dashboards.
- Strong fit for incident responseShared dashboards and alerting give on-call engineers a common operational view when services degrade.
Trade-offs
- -Dashboards require maintenanceGrafana does not make observability useful automatically. Teams still need naming discipline, alert ownership, and dashboard cleanup.
What it's built on#
- Languages
- GoTypeScript
- Frameworks
- React
- Databases
- MySQLPostgreSQL
- Search
- Elasticsearch
- Tooling
- esbuildRollupWebpack
FAQ#
What is Grafana used for?
Grafana is used to visualize and alert on operational data from many data sources, including metrics, logs, and traces.
Does Grafana store all observability data itself?
Grafana is primarily a visualization and alerting layer. It commonly connects to separate data stores such as metrics, logging, and tracing systems.
Is Grafana only for DevOps teams?
No. DevOps and SRE teams are common users, but product, support, and business teams also use Grafana dashboards when operational data matters to their work.
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