Grafana with NeuBird: From Dashboard to Root Cause
NeuBird queries every Grafana metric, log, and alert where it lives, then tells you exactly what broke and why, before you've opened a single panel.
In place
Data queried where it lives, never copied
Every agent
Inherits the connection once it is made
100%
Human-approved actions
Full
Audit trail on every action
Core Capabilities
From signals to solutions
Prevent
Catch degradation before your dashboards turn red
NeuBird 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 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 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 + NeuBird
| Capability | Grafana | NeuBird |
|---|---|---|
| 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 queries it in place and correlates it with every other connected tool, and every agent in the center inherits the connection.
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 replace Grafana?
No. The tools stay, and the tools get smarter. NeuBird queries Grafana via API, with zero telemetry storage, and adds intelligence on top of your existing dashboards. Your team keeps using Grafana exactly as before. NeuBird handles the correlation and analysis work that dashboards cannot do on their own.
Which Grafana data sources does NeuBird support?
NeuBird 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 an hour. NeuBird uses a scoped, least-privilege Grafana API token and requires no agents, no sidecars, and no changes to your existing dashboards.
Can NeuBird read Grafana alerting rules?
Yes. NeuBird 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 immediately begins cross-correlating that alert against all connected tools (Grafana metrics, logs, traces, deployment events, and infrastructure state) producing a root cause report in under 5 minutes.
Does NeuBird work with Grafana Cloud and self-hosted Grafana?
Yes. NeuBird 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 the center.
Grafana gives you the data. Connect it to NeuBird once, and every agent that touches production inherits it, including the ones you build yourself.