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Production AI Radar
Arize Phoenix
Open-source AI observability for traces, evaluations, and embedding analysis.
TrialObservabilityNew
- Why this ring
- Strong OSS option; assess managed Arize if you outgrow self-host ops.
- Production risk if ignored
- Self-host retention and auth left open - sensitive prompts leak internally.
- Typical effort
- weeks
- Low FinOps impact
Use cases
- LLM traces
- Eval datasets
- Embedding viz
Adoption steps
- Deploy Phoenix
- Secure access
- Import golden set
- Define alert hooks
Related tools
In your assessment
Self-host security + retention policy