Keywords AI
Arize AI
Observability, Prompts & EvalsLayer 4FreemiumWhat is Arize AI?
Arize AI provides an ML and LLM observability platform for monitoring model performance in production. For LLM applications, Arize offers trace visualization, prompt analysis, embedding drift detection, and retrieval evaluation. Their open-source Phoenix library provides local tracing and evaluation. Arize helps teams identify quality issues, debug failures, and continuously improve AI system performance.
Key Features
- ✓ML observability with LLM support
- ✓Embedding drift detection
- ✓Performance dashboards
- ✓Automatic monitors and alerts
- ✓Open-source Phoenix companion
Common Use Cases
ML teams who need comprehensive observability spanning traditional ML models and LLM applications
- •Production ML and LLM monitoring
- •Embedding quality monitoring
- •Model performance tracking
- •Drift detection for AI systems
- •Root cause analysis for AI failures
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