What this integration does
The Arize integration brings Arize AX and Phoenix traces in OpenInference into AxiSentinel, along with evaluation results. These feed behavior baselines and drift, so a change in quality or conduct can reach security teams as well as the machine learning engineers who already watch these measures.
Benefits
Use cases
Quality as a security signal
A credit team's assistant is evaluated in Arize AX. When its results shift, AxiSentinel shows drift to the security team, which can ask the model owners whether the change has an innocent cause.
Phoenix projects in a security view
A software company's engineers trace agents in Phoenix. Its security team sees those traces and evaluation results in AxiSentinel, which gives it visibility into projects it would rarely open by itself.
Monitoring a lesson-planning agent
A school network evaluates a lesson-planning agent in Arize. Drift in behavior reaches its security team, helping staff check whether a recent change altered how the agent behaves for teachers.
Coverage is confirmed for your environment during onboarding. Product names belong to their owners and are used only to describe a technical connection.