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Aiden AI Agent + Grafana
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From Data Overload to Agentic Composure
AI-driven root cause analysis and remediation for your open-source observability
Trusted by platform teams building the future
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Challenges
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Breaking Under Observability Complexity
Drowning in Alert Noise
70-80% of alerts require manual investigation, overwhelming on-call engineers and delaying critical issue resolution across your observability stack.
Slow Root Cause Analysis
Engineers spend 3-4 hours manually correlating metrics, logs, and traces across Grafana dashboards to identify the source of production incidents.
Observability Data Overload
Massive telemetry from distributed systems creates cognitive overload, with teams spending 65% of their time on manual data investigation.
Who is this for?
Site Reliability Engineer (SRE)
Slow Provisioning Cycles
Goal
Reduce MTTR and prevent incidents from escalating into major outages that impact customer experience.
Challenge
Team drowning in alert noise and spending 65% of time on manual investigation instead of strategic improvements.
Solution
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Integrations
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Elevate your open-source o11y stack
Aiden is the intelligent layer your open-source observability stack has been missing. We transform your existing Grafana, Loki, Prometheus and Jaeger infrastructure from a data collection system to a proactive, intelligent operations platform with a natural language interface.
Grafana
Prometheus
OpenTelemetry
Kubernetes
Datadog
AWS
Google Cloud
GitHub
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Data Control & Intelligent Alert Enrichment
"Analyze firing alerts and provide recommended actions"
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Metrics Analysis
"Show me CPU usage trends for payment service over the last 24 hours"
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Log Investigation
"Find error patterns in authentication service logs from last week"
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Automated Reporting
"Generate a weekly performance report for production services"
Benefits
Reduce MTTR By 50%
Reduce MTTR from hours to under 30 minutes - 50% faster root cause identification through AI-powered correlation of metrics, logs, and traces.
Cut Alert Noise by 90%
Automatically enrich and triage alerts with context, root cause analysis, and remediation steps - eliminating 70-80% of manual investigation time.
Compress Detection Time by 90%
Detect issues in under 5 minutes vs 45-60 minutes manually - reducing MTTD by 90% with predictive analysis and intelligent monitoring.
Reduce Operational Overhead by 75%
Automate reporting and eliminate 10-15 hours/week of manual insights generation with instant, comprehensive observability reporting.
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FAQ
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Frequently Asked Questions
How does Aiden enhance my existing Grafana setup?
What Grafana datasources does Aiden support?
Do I need to replace my Grafana setup to use Aiden?
How does Aiden help reduce Mean Time to Resolution (MTTR)?
What permissions does Aiden need to access my Grafana instance?
