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

# Bigml integration for LuumenAI

Read your BigML resources, then rename or retag a source as an approved step

## What LuumenAI can do with Bigml

LuumenAI connects to Bigml with an API token and exposes 45 tools (41 read-only · 3 write · 1 destructive). For connected tools, admins configure which actions may run automatically and which require approval, within the access granted to the user.

## Key facts

- Authentication: API token
- Tools available: 45 tools (41 read-only · 3 write · 1 destructive)
- Deployment: scoped as part of your Pilot, Platform, or Managed rollout
- Category: AI & automation

## About Bigml with LuumenAI

Connect BigML with an API key and Luumen can read across your account: projects, sources, external connectors, configurations, and the long lists of anomaly detectors, associations, batch predictions, centroids, and projections. Ask what exists and get an answer. When something needs to change, Luumen shows the edit first and waits for your approval.

## Example tools

Read-only (41 in total):

- `BIGML_GET_CONFIGURATION` — Retrieves complete details of a BigML configuration by its ID to get stored parameters.
- `BIGML_GET_EXTERNAL_CONNECTOR` — Retrieves complete details of a BigML external connector by its ID.
- `BIGML_GET_PROJECT` — Retrieve details of a project by ID.
- `BIGML_GET_SOURCE` — Retrieves complete details of a BigML source by its ID.
- `BIGML_LIST_ANOMALIES` — List anomaly detector resources in your account.
- `BIGML_LIST_ANOMALY_SCORES` — List anomaly score resources.
- `BIGML_LIST_ASSOCIATIONS` — List association resources.
- `BIGML_LIST_ASSOCIATION_SETS` — List association set resources in your account.

Write and destructive (4 in total, subject to configured approval policy):

- `BIGML_CREATE_EXTERNAL_CONNECTOR` — Create a new external connector for data sources.
- `BIGML_CREATE_PROJECT` — Create a new project.
- `BIGML_DELETE_PROJECT` — Delete an existing project.
- `BIGML_UPDATE_SOURCE` — Update a source's name, description, tags, or parsing configuration.

## Frequently asked questions

### How does LuumenAI connect to Bigml?

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 Bigml on its own?

For connected tools, admins configure which actions may run automatically and which require approval, within the access granted to the user.

### Is there an audit trail?

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

Full page: https://www.luumen.ai/integrations/bigml/