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

# Scale ai integration for LuumenAI

Check labeling projects, batches, and tasks, then create work with approval

## What LuumenAI can do with Scale ai

LuumenAI connects to Scale ai with an API token and exposes 40 tools (14 read-only · 23 write · 3 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: 40 tools (14 read-only · 23 write · 3 destructive)
- Deployment: scoped as part of your Pilot, Platform, or Managed rollout
- Category: AI & automation

## About Scale ai with LuumenAI

Connect Scale AI and Luumen can read your projects, batches, task details, and Studio assignments on request. Ask which batches are still open, or what a task response contains, and get an answer in the terminal. Changes — creating a batch, filing an annotation task, moving Studio assignments — are previewed and approved before they run. Luumen authenticates with an API key.

## Example tools

Read-only (14 in total):

- `SCALE_AI_GET_ASSETS` — Retrieve file assets with filtering capabilities by project and metadata.
- `SCALE_AI_GET_BATCH` — Retrieve the details of a batch with the specified name.
- `SCALE_AI_GET_BATCH_STATUS` — Retrieve the current status of a batch and task completion counts.
- `SCALE_AI_GET_FIXLESS_AUDITS` — Retrieve fixless audits by task ID or audit ID.
- `SCALE_AI_GET_PROJECT` — Retrieve details about a specific Scale AI project using its unique identifier.
- `SCALE_AI_GET_QUALITY_LABELERS` — Retrieve training attempts matching provided filter parameters.
- `SCALE_AI_GET_STUDIO_ASSIGNMENTS` — Retrieve current project assignments of all active team users in Scale AI Studio.
- `SCALE_AI_GET_STUDIO_BATCHES` — Retrieve basic information about all pending batches in Studio.

Write and destructive (26 in total, subject to configured approval policy):

- `SCALE_AI_ADD_STUDIO_ASSIGNMENTS` — Add project assignments to team members in Scale AI Studio.
- `SCALE_AI_ADD_TASK_TAGS` — Add tags to an existing task.
- `SCALE_AI_CREATE_BATCH` — Create a new batch within a project.
- `SCALE_AI_CREATE_DOCUMENT_TRANSCRIPTION_TASK` — Create a document transcription task where workers transcribe and annotate information from single or multi-page documents.
- `SCALE_AI_CREATE_IMAGE_ANNOTATION_TASK` — Create an image annotation task where annotators label images with vector geometric shapes (box, polygon, line, point, cuboid, ellipse).
- `SCALE_AI_CREATE_LIDAR_ANNOTATION_TASK` — Create a lidar annotation task where annotators mark objects with 3D cuboids in 3D space.
- `SCALE_AI_CREATE_LIDAR_SEGMENTATION_TASK` — Create a LiDAR segmentation task where annotators assign semantic class labels to individual LiDAR points.
- `SCALE_AI_CREATE_NAMED_ENTITY_RECOGNITION_TASK` — Create a named entity recognition task for labelers to highlight text entity mentions.

## Frequently asked questions

### How does LuumenAI connect to Scale ai?

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 Scale ai 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 Scale ai — read or write, approved or declined — is recorded with the actor, the input, and the result.

Full page: https://www.luumen.ai/integrations/scale-ai/