Grafana with NeuBird AI: From Dashboard to Root Cause
NeuBird AI reads every Grafana metric, log, and alert in real time, then tells you exactly what broke and why, before you've opened a single panel.
< 5 min
Mean time to root cause
100+
Grafana data sources correlated
Zero
Manual dashboard digging required
24/7
Autonomous prevention coverage
Core Capabilities
From signals to solutions
Prevent
Catch degradation before your dashboards turn red
NeuBird AI continuously reads your Grafana metrics and alert rules, detecting subtle degradation patterns (rising p99 latency, creeping error budgets, memory pressure trends) before thresholds fire and before users notice.
- Anomaly detection across all connected Grafana data sources simultaneously
- Risky deployment correlation: links code changes to emerging metric shifts
- Proactive alerts surfaced in Slack, PagerDuty, or your preferred channel
Resolve
Root cause in minutes, not dashboard-hopping sessions
When an incident fires, NeuBird AI reads your Grafana metrics, Loki logs, and Tempo traces at once, correlating signals across every panel and data source to produce a precise, evidence-backed root cause, not a list of suspects.
- Cross-source signal correlation: metrics + logs + traces in a single analysis
- Automatic timeline reconstruction from annotations and alert events
- Plain-language RCA delivered to your team within minutes of incident onset
Operate
Turn Grafana usage patterns into cost and reliability wins
NeuBird AI analyzes your dashboards, data source query volumes, and retention settings to surface observability inefficiencies, idle resources, and coverage gaps your team hasn't had time to tackle.
- Identify over-queried or redundant dashboard panels burning query budget
- Surface services with no dashboards or missing SLO coverage
- Recommend metric cardinality reductions and retention right-sizing
Better Together
Grafana with NeuBird AI+ NeuBird AI
| Capability | Grafana | NeuBird AI |
|---|---|---|
| Visualize metrics and logs | ✓ | ✓ |
| Fire threshold-based alerts | ✓ | ✓ |
| Correlate signals across all data sources simultaneously | Manual, panel-by-panel | ✓ |
| Explain root cause in plain language | None | ✓ |
| Detect degradation before alerts fire | None | ✓ |
| Link deploys to metric anomalies automatically | None | ✓ |
| Identify observability coverage gaps | None | ✓ |
| Autonomous incident triage 24/7 | None | ✓ |
Ecosystem
Works across your entire stack
Grafana is one piece of the picture. NeuBird AI correlates its data with every other connected tool, so root cause never stops at one signal.
Metrics Backends
- Prometheus
- InfluxDB
- Graphite
- Mimir
Log & Trace Backends
- Loki
- Tempo
- Elasticsearch
- OpenTelemetry
Incident Management
- PagerDuty
- OpsGenie
- Alertmanager
Cloud & Infrastructure
- AWS CloudWatch
- Azure Monitor
- Datadog
- Kubernetes
FAQ
Common questions
Does NeuBird AI replace Grafana?
No. NeuBird AI reads from Grafana via API and adds intelligence on top of your existing dashboards. Your team keeps using Grafana exactly as before. NeuBird AI handles the correlation and analysis work that dashboards cannot do on their own.
Which Grafana data sources does NeuBird AI support?
NeuBird AI connects to Grafana's API and reads data from any configured data source (Prometheus, Loki, Tempo, InfluxDB, Elasticsearch, and more) correlating signals across all of them simultaneously.
How long does setup take?
Most teams are connected in under 30 minutes. NeuBird AI uses a read-only Grafana API token and requires no agents, no sidecars, and no changes to your existing dashboards.
Can NeuBird AI read Grafana alerting rules?
Yes. NeuBird AI reads your Grafana alert rules and alert state history, using them as additional signal inputs when correlating incidents and detecting emerging issues.
What happens when a Grafana alert fires?
NeuBird AI immediately begins cross-correlating that alert against all connected tools (Grafana metrics, logs, traces, deployment events, and infrastructure state) producing a root cause report typically within 3–5 minutes.
Does NeuBird AI work with Grafana Cloud and self-hosted Grafana?
Yes. NeuBird AI supports both Grafana Cloud and self-hosted Grafana deployments, including Grafana Enterprise with authentication via service accounts or API keys.
Get Started
Connect Grafana to NeuBird AI.
Grafana gives you the data. NeuBird AI gives you the answers: root cause, in minutes, across your entire stack.