40 available actions

What your AI agent can do in Scale ai

Scale AI provides data labeling and annotation services for machine learning, offering access to a global workforce and sophisticated tools for training AI models with high-quality labeled data This page lists every available action. Your agent only receives the actions and permissions required for the role you approve.

Common starting points

Get Secure Task Response URLTool to retrieve secure authenticated task response data.
Get AssetsTool to retrieve file assets with filtering capabilities by project and metadata.
Add Task TagsTool to add tags to an existing task.
Create Document Transcription TaskTool to create a document transcription task where workers transcribe and annotate information from single or multi-page documents.
Set Task MetadataTool to set key-value metadata on an existing Scale AI task.
Set Batch PrioritiesTool to modify batch priority order in Scale AI Studio.

Browse all 40 actions by capability

Open a capability to see every supported action and its description.

Find & reviewLook up and review existing recordsView 14 actionsHide actions

Get AssetsTool to retrieve file assets with filtering capabilities by project and metadata.
Get BatchTool to retrieve the details of a batch with the specified name.
Get Batch StatusTool to retrieve the current status of a batch and task completion counts.
Get Fixless AuditsTool to retrieve fixless audits by task ID or audit ID.
Get ProjectTool to retrieve details about a specific Scale AI project using its unique identifier.
Get Quality LabelersTool to retrieve training attempts matching provided filter parameters.
Get Studio AssignmentsTool to retrieve current project assignments of all active team users in Scale AI Studio.
Get Studio BatchesTool to retrieve basic information about all pending batches in Studio.
Get TeamsTool to retrieve basic information about all team members associated with the account.
Get Task by IDTool to retrieve detailed information about a specific task using its task ID.
Get Secure Task Response URLTool to retrieve secure authenticated task response data.
List BatchesTool to retrieve all batches in descending order by creation date.
List ProjectsTool to retrieve information for all projects in the Scale AI account with optional archived filtering.
List TasksTool to retrieve a paginated list of tasks in descending order by creation time.

Create & communicateCreate records or send supported messagesView 14 actionsHide actions

Add Studio AssignmentsTool to add project assignments to team members in Scale AI Studio.
Add Task TagsTool to add tags to an existing task.
Create BatchTool to create a new batch within a project.
Create Document Transcription TaskTool to create a document transcription task where workers transcribe and annotate information from single or multi-page documents.
Create Image Annotation TaskTool to create an image annotation task where annotators label images with vector geometric shapes (box, polygon, line, point, cuboid, ellipse).
Create Lidar Annotation TaskTool to create a lidar annotation task where annotators mark objects with 3D cuboids in 3D space.
Create LiDAR Segmentation TaskTool to create a LiDAR segmentation task where annotators assign semantic class labels to individual LiDAR points.
Create Named Entity Recognition TaskTool to create a named entity recognition task for labelers to highlight text entity mentions.
Create Segmentation Annotation TaskTool to create a segmentation task where annotators classify pixels in an image according to provided labels.
Create Text Collection TaskTool to create a textcollection task for collecting information from attachments and/or web sources.
Create Video Annotation TaskTool to create a video annotation task where annotators draw geometric shapes around specified objects across video frames.
Create Video Playback Annotation TaskTool to create a video playback annotation task where annotators draw shapes around specified objects in video files.
Import FileTool to import files from an external URL endpoint into Scale's system rather than uploading directly from local storage.
Upload FileTool to upload a local file to Scale's servers with a maximum size limit of 80 MB per file.

Update & manageChange and manage existing recordsView 5 actionsHide actions

Set Batch PrioritiesTool to modify batch priority order in Scale AI Studio.
Set Project OntologyTool to set ontologies on a Scale AI project.
Set Project ParametersTool to set default parameters for tasks created under a project.
Set Task MetadataTool to set key-value metadata on an existing Scale AI task.
Update Task Unique IDTool to update or assign a unique identifier to a task.

Remove & cancelRemove records or cancel supported workView 3 actionsHide actions

Delete Task TagsTool to remove specified tags from a Scale AI task.
Delete Task Unique IDTool to remove the unique identifier from a task.
Remove Studio AssignmentsTool to unassign projects from specified team members in Scale AI Studio.

Other actionsSpecialist and administrative actions.View 4 actionsHide actions

Finalize BatchTool to finalize a batch so its tasks can be worked on.
Invite Team MemberTool to invite users by email to team with specified role.
Re-send Task CallbackTool to re-send a callback for a completed or errored task to the callback_url.
Reset Batch PrioritiesTool to restore batch priority order to default order (calibration batches first, then sorted by creation date).

Connection record

A connection you can control.

Sign-in: Customer-managed key
Setup: Use a key you create and control. It is stored securely and limited to the work agreed for the role.
Boundaries: Only the approved role and actions.
Off switch: Revoke the connection from your account.

FAQ

Before you connect Scale ai

How does the agent connect to Scale ai?

With a key you create and control. It is stored securely, permissions are limited to what the agent needs, and you can revoke it at any time.

What can the agent actually do in Scale ai?

The page above lists the 40 actions currently available through the Scale ai connection. The role determines which of those actions the agent may use, and write access is only enabled when the workflow needs it.

Is Scale ai included in my plan?

Connections are priced per tool on top of the base plan. Some are included and some are premium. See pricing for how connection charges work.

How long until Scale ai is ready?

Timing depends on the sign-in method, permissions and workflow being connected. We confirm the scope and setup plan before enabling the connection.

Bring the workflow together

Ready to put Scale ai to work?

Start with the responsibility you want off your plate. We’ll map the connection and the boundaries around it.

Book a setup call Browse all connections

All product names, logos, and brands are property of their respective owners and are used for identification only. ZeroToClaw is not affiliated with or endorsed by Scale ai.