---
title: "Arize AX integration for LuumenAI"
url: "https://www.luumen.ai/integrations/arize-ax/"
entity: SoftwareIntegration
category: "AI & automation"
audience: "SRE, DevOps, platform engineering, IT operations"
---

# Arize AX integration for LuumenAI

Read Arize projects, datasets, and prompts, then add versions with approval

## What LuumenAI can do with Arize AX

LuumenAI connects to Arize AX with an API token and exposes 24 tools (15 read-only · 9 write). Reads answer immediately; writes are shown as a plan and require approval by default, configurable per tool by an administrator.

## Key facts

- Authentication: API token
- Tools available: 24 tools (15 read-only · 9 write)
- Plan: available on all plans
- Category: AI & automation

## About Arize AX with LuumenAI

Connect Arize AX with an API key and Luumen can read your projects, datasets, prompts, experiments, and experiment runs on request. Ask what changed between two prompt versions, or which examples a dataset holds. When it is time to write — a new prompt version, fresh examples, another experiment run — Luumen shows the change first and waits for your approval.

## Example tools

Read-only (15 in total):

- `ARIZE_AX_GET_DATASET` — Get one Arize dataset and its versions by dataset ID.
- `ARIZE_AX_GET_EXPERIMENT` — Get one Arize experiment by its ID, without its experiment runs.
- `ARIZE_AX_GET_PROJECT` — Get one accessible Arize project by its ID.
- `ARIZE_AX_GET_PROMPT` — Get an Arize prompt with its current, explicitly selected, or labeled version.
- `ARIZE_AX_GET_SPACE` — Get one accessible Arize space by its ID.
- `ARIZE_AX_LIST_DATASET_EXAMPLES` — List one page of examples from an Arize dataset or a specific dataset version, preserving user-defined example fields.
- `ARIZE_AX_LIST_DATASETS` — List one page of Arize datasets, optionally filtered by space or dataset name.
- `ARIZE_AX_LIST_EXPERIMENT_RUNS` — List one page of runs and outputs for an Arize experiment, preserving additional run fields.

Write and destructive (9 in total, approval required by default):

- `ARIZE_AX_ADD_DATASET_EXAMPLES` — Append arbitrary-field examples to an Arize dataset or a specified dataset version.
- `ARIZE_AX_ADD_EXPERIMENT_RUNS` — Append one or more runs to an existing Arize experiment.
- `ARIZE_AX_CREATE_DATASET` — Create an Arize dataset in a space with an explicit initial array of examples.
- `ARIZE_AX_CREATE_EXPERIMENT` — Create an Arize experiment with initial runs, associated with exactly one dataset or space.
- `ARIZE_AX_CREATE_PROMPT` — Create an Arize prompt and its initial version in a space.
- `ARIZE_AX_CREATE_PROMPT_VERSION` — Create a new immutable version of an existing Arize prompt.
- `ARIZE_AX_UPDATE_DATASET` — Rename an existing Arize dataset.
- `ARIZE_AX_UPDATE_DATASET_EXAMPLES` — Update existing Arize dataset examples by ID, optionally creating a named dataset version.

## Frequently asked questions

### How does LuumenAI connect to Arize AX?

Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.

### Can LuumenAI change things in Arize AX on its own?

Read actions answer immediately. Anything that writes is shown as a plan and requires approval by default. Administrators configure that per tool.

### Is there an audit trail?

Every call to Arize AX — read or write, approved or declined — is recorded with the actor, the input, and the result.

Full page: https://www.luumen.ai/integrations/arize-ax/