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Production AI Radar
AI-specific observability
Traces, metrics, and logs for inference latency, error rates, and quality - not just infra uptime.
AdoptObservability
- Why this ring
- Standard APM misses model-level signals. Adopt before your first enterprise SLA conversation.
- Production risk if ignored
- You discover outages from customer tickets, not dashboards.
- Typical effort
- weeks
- Medium FinOps impact
Use cases
- LLM latency SLOs
- Cross-service RAG traces
- Drift detection alerts
Adoption steps
- Instrument gateway + app
- Define model-level SLOs
- Alert on eval drift
- Weekly ops review
Related tools
In your assessment
Observability coverage map + alert runbook gaps