
Arize AI
Observability and evaluation tooling for AI agents.
What is Arize AI?
Arize AI is an AI engineering platform for observing, evaluating, and improving agent performance. It gives teams a workflow for examining the traces behind individual agent requests.
The platform records traces so developers can understand what an agent did across a request. This supports diagnosis when outputs, tool calls, or multi-step behavior need closer inspection.
Arize AI also provides evaluations at the span, trace, and session level. Teams can use these checks to compare behavior as prompts, models, or application logic change.
Before a production update, developers can test prompts and harnesses in the platform. The product also includes an AI engineering agent, Alyx, for running evaluations and investigating issues.
Arize AI Features
End-to-end agent tracing
Arize AI captures traces that show what an agent did during a request. This helps AI engineers inspect behavior across the full workflow rather than relying only on final outputs.
Multi-level evaluations
The evaluation framework can run checks at span, trace, and session levels. That range gives teams a way to assess isolated operations as well as longer agent interactions.
Pre-production testing
Teams can test prompts and evaluation harnesses before deploying changes to production. This creates a step for checking likely impact before a new agent behavior reaches users.
AI-assisted engineering
Alyx is Arize AI’s engineering agent for running evaluations and debugging issues. It is positioned for teams that want help identifying and improving agent behavior during development.
Pricing
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