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Arize AI

AI-ASSISTANTS
Velocity7.5

AI observability and LLM evaluation platform for monitoring model performance in production.

Arize doubles down on agent observability: managed agents land in AX, traces flow to Databricks

agent-observabilityevalsopeninferencemanaged-agentstraces
Current state
Arize is building out its AI-observability platform around agents. The headline product move is Arize AX adding managed agents, full-agent experimentation, multimodal support, and Harness-as-a-Judge. It also connected Data Fabric to Databricks so teams can govern agent traces in their own Unity Catalog. The rest of the feed is research and community content.
Where it's heading
Arize positions as the place to observe, evaluate, and improve production agents end to end, pairing platform features with a research drumbeat (trace analysis, evals over fine-tuning, OpenInference standards) that frames its worldview. The Phoenix open-source project remains the community on-ramp.
Prediction
Expect more agent-lifecycle features in AX (evaluation, experimentation, judging) plus continued investment in OpenInference as a shared trace standard to entrench its observability position.

Recent moves

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