Dynatrace + NeuBird AI: Davis AI Meets Production Operations Intelligence
NeuBird AI extends Dynatrace's full-stack telemetry with autonomous operations, preventing incidents before Davis fires, and resolving the ones that slip through in minutes.
< 5 min
Mean time to root cause
Full stack
Metrics, traces, logs, and topology correlated
Proactive
Prevention before Davis fires a problem
24/7
Autonomous operations coverage
Core Capabilities
From signals to solutions
Prevent
Get ahead of degradation before Davis opens a problem
NeuBird AI reads Dynatrace metrics, service health scores, and topology data continuously, detecting early-stage degradation patterns and correlating them with deployment and change events before they escalate into Davis AI problems.
- Continuous monitoring of service health metrics and SLO burn rates
- Correlates Dynatrace deployment events with emerging anomalies
- Surfaces risky changes before they impact end-user experience scores
Resolve
Compress hours of Davis investigation into minutes
When a Davis problem opens, NeuBird AI reads the full Smartscape topology, PurePath traces, log data, and infrastructure metrics simultaneously, correlating all signals across connected tools to produce an evidence-backed root cause faster than manual drill-down.
- Traverses Smartscape dependency chains automatically to isolate fault origin
- Correlates Davis problem events with deployment history and config changes
- Delivers plain-language RCA enriched with Dynatrace topology context
Operate
Surface coverage gaps and waste in your Dynatrace environment
NeuBird AI analyzes Dynatrace host unit consumption, instrumentation coverage, and synthetic test gaps to help your team tune observability spend and ensure every critical service is properly monitored.
- Identify over-monitored or redundant host units consuming license budget
- Surface services or endpoints missing Dynatrace OneAgent coverage
- Recommend synthetic monitor additions based on observed user journey gaps
Better Together
Dynatrace + NeuBird AI
| Capability | Dynatrace | NeuBird AI |
|---|---|---|
| Full-stack observability with auto-instrumentation | ✓ | ✓ |
| AI-powered problem detection (Davis) | ✓ | ✓ |
| Cross-tool correlation beyond Dynatrace data | None | ✓ |
| Prevention before Davis fires a problem | None | ✓ |
| Plain-language RCA in Slack or terminal | None | ✓ |
| Autonomous 24/7 incident triage | None | ✓ |
| Deploy-to-incident correlation across CI/CD tools | Limited | ✓ |
| License cost optimization recommendations | None | ✓ |
Ecosystem
Works across your entire stack
Dynatrace is one piece of the picture. NeuBird AI correlates its data with every other connected tool, so root cause never stops at one signal.
Cloud Platforms
- AWS
- Azure
- GCP
- Kubernetes
CI/CD & Deployment
- Jenkins
- GitHub Actions
- GitLab CI
- ArgoCD
Incident Management
- PagerDuty
- ServiceNow
- Jira
- Slack
Complementary Observability
- Grafana
- Splunk
- OpenTelemetry
- Prometheus
FAQ
Common questions
Does NeuBird AI overlap with Davis AI?
They are complementary. Davis AI detects problems within Dynatrace's data. NeuBird AI operates across all your connected tools simultaneously (Dynatrace, CI/CD, cloud, on-call) and adds a prevention layer that acts before Davis fires.
Which Dynatrace APIs does NeuBird AI use?
NeuBird AI uses the Dynatrace Environment API v2 to read metrics, problems, events, entities, topology (Smartscape), traces, and logs, all via a read-only API token.
Does NeuBird AI work with Dynatrace Managed and SaaS?
Yes. NeuBird AI supports both Dynatrace SaaS and Managed deployments. For Managed, you provide the environment URL and a read-only API token.
How does NeuBird AI use Smartscape topology data?
NeuBird AI reads the Smartscape entity relationship model to understand service dependencies. When an incident occurs, it traverses these dependencies automatically to trace the fault origin without manual investigation.
Can NeuBird AI read Dynatrace log monitoring data?
Yes. NeuBird AI reads Dynatrace Log Monitoring data via the Logs API and correlates log patterns with problem events and metric anomalies to enrich root cause analysis.
Get Started
Connect Dynatrace to NeuBird AI.
Dynatrace gives you the data. NeuBird AI gives you the answers: root cause, in minutes, across your entire stack.