Observability Platform

NudgeBee's Observability Platform connects to your existing monitoring and observability tools — such as Prometheus, Loki, Elasticsearch, OpenTelemetry, Datadog, New Relic, or Dynatrace — to bring together logs, metrics, and traces for faster issue diagnosis and intelligent insights.

NudgeBee does not replace your current observability stack. Instead, it integrates with it to centralize context, automate analysis, and enhance incident response using AI and LLM-powered reasoning.

caution

Connecting at least one observability source is required for NudgeBee to function. Without this, core features like troubleshooting, SLO tracking, alerting, and AI-powered analysis will not work.

When Do You Need This?

You need this integration as part of your initial NudgeBee setup. Connect your observability tools so NudgeBee can:

• Pull metrics to power the Knowledge Graph and Optimizations.
• Access logs and traces for AI-powered troubleshooting.
• Monitor SLOs and trigger alerts when thresholds are breached.

tip

You can connect multiple observability tools simultaneously. For example, use Prometheus for metrics, Loki for logs, and OpenTelemetry for traces.

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Supported Integrations

NudgeBee reads telemetry from the platforms below. Connect any combination — for example Prometheus for metrics, Loki for logs and OpenTelemetry for traces.

Provider	Signals NudgeBee reads	Setup guide
Prometheus	Metrics	Connect Prometheus metrics
Grafana Loki	Logs	Connect Loki
Elasticsearch / ELK	Logs	Connect ELK
SigNoz	Logs	Connect SigNoz
OpenTelemetry (Otel)	Traces	OTel ClickHouse — created and managed by the agent
Datadog	Metrics, logs, traces	Datadog
New Relic	Metrics, logs, traces	New Relic
Dynatrace	Metrics, logs, traces	Dynatrace
SolarWinds Observability	Metrics, logs, traces	SolarWinds
Azure Application Insights	Traces	Azure App Insights
Loggly	Logs	Loggly
Observe	Logs	Observe
Splunk Observability Cloud	Metrics	Configure in Admin > Integrations > Observability
Apache Pinot	Logs	Configure in Admin > Integrations > Observability
Apache Hive	Logs	Apache Hive
Chronosphere	Metrics	Chronosphere
Last9	Metrics, logs	Last9 logs, Last9 metrics
Jaeger	Traces	Jaeger
Grafana Tempo	Traces	Configure in Admin > Integrations > Observability
OpenObserve	Logs	Configure in Admin > Integrations > Observability

note

Providers without a linked guide are configured directly from Admin > Integrations > Observability, where the configuration form documents each field inline.

Getting Alerts In

Observability sources supply telemetry; alerts reach NudgeBee separately, through inbound webhooks or Alertmanager forwarding:

• Prometheus Alertmanager — forward alerts from kube-prometheus-stack, operator-managed, plain or external Alertmanagers
• Datadog, Dynatrace, New Relic, SolarWinds, GCP Cloud Monitoring, ServiceNow and PagerDuty webhooks
• Azure Monitor, Grafana, Elasticsearch and Zenduty webhooks — see the webhooks overview

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Typical Workflow

1. Integrate Your Observability Tools Connect Prometheus, Elasticsearch, OpenTelemetry, or others via API or agent connectors.

2. Ingest Telemetry Data NudgeBee securely pulls relevant logs, metrics, and traces on demand or through scheduled syncs.

3. Correlate & Analyze The platform automatically links related signals (e.g., high CPU → increased latency → service errors).

4. Troubleshoot with AI Assistance Use NudgeBee's conversational or visual interface to ask natural language questions like:

   "Why did latency spike on checkout-service at 2:45 PM?" "Show all errors correlated with high memory usage on auth-service."

5. Resolve & Learn Generate AI summaries, RCA reports, and recommended actions for future prevention.

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Example Architecture

[Prometheus / Loki / Elasticsearch / OpenTelemetry / Datadog]
          │
          ▼
     [NudgeBee Integrations Layer]
          │
          ▼
 [Unified Observability Graph + LLM Engine]
          │
          ▼
    [Troubleshooting & Insights UI]