Scale ai for AI agents
Agents read Scale ai at once. Changes and sends are held for a person's approval by default.
About 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
What an agent can do in Scale ai
Every Scale ai action is classed by the platform as a read, a change or a send. Reads run at once. Changes and sends are held for a person by default.
Runs at once (reads)
Looks things up in Scale ai without asking first. 14 actions.
- Get BatchTool to retrieve the details of a batch with the specified name. Use when you need to check the status or configuration of an existing batch.
- Get Batch StatusTool to retrieve the current status of a batch and task completion counts. Use when you need to monitor batch progress or check how many tasks are pending or completed.
- Get ProjectTool to retrieve details about a specific Scale AI project using its unique identifier. Use when you need to get project metadata including type, name, parameter history, and creation timestamp.
- Get TeamsTool to retrieve basic information about all team members associated with the account. Use when you need to list team members, check roles, or view notification preferences.
- Get Task by IDTool to retrieve detailed information about a specific task using its task ID. Use when you need to check task status, retrieve results, or analyze task metadata.
- List BatchesTool to retrieve all batches in descending order by creation date. Use when you need to list batches with optional filtering by project, status, or time range. Supports pagination via limit and offset
- List ProjectsTool to retrieve information for all projects in the Scale AI account with optional archived filtering. Use when you need to browse or manage project metadata. Returns project details including type,
- List TasksTool to retrieve a paginated list of tasks in descending order by creation time. Use when you need to browse tasks with optional filtering by status, type, project, batch, tags, timestamps, or unique
- Get AssetsTool to retrieve file assets with filtering capabilities by project and metadata. Use when you need to list or search for files uploaded to Scale AI, filtered by project and optionally by metadata. Su
- Get Fixless AuditsTool to retrieve fixless audits by task ID or audit ID. Use when you need to fetch audit information for quality assessment. At least one of task_id or id must be provided.
- Get Quality LabelersTool to retrieve training attempts matching provided filter parameters. Use when you need to assess labeler performance and understanding of task instructions. At least one of quality_task_ids or labe
- Get Studio AssignmentsTool to retrieve current project assignments of all active team users in Scale AI Studio. Use when you need to view team member assignments and workload distribution. Excludes invited or disabled team
Show all 14
- Get Studio BatchesTool to retrieve basic information about all pending batches in Studio. Use when you need to list batches organized by priority level.
- Get Secure Task Response URLTool to retrieve secure authenticated task response data. Use when you need to access stored response data for 2D segmentation, video, and lidar tasks that cannot be included in the task JSON.
Held for approval by default (changes and sends)
Held for a person's approval by default. The approval is recorded and the action is sent once, never twice, with 10 seconds to undo. 25 actions.
- Add Task TagsTool to add tags to an existing task. Use when you need to tag or categorize tasks for organization and filtering. Automatically avoids duplicate tags.
- Create BatchTool to create a new batch within a project. Use when you need to group multiple tasks together for organizational and processing purposes.
- Create Document Transcription TaskTool to create a document transcription task where workers transcribe and annotate information from single or multi-page documents. Use when you need to extract structured data from documents like inv
- Create Image Annotation TaskTool to create an image annotation task where annotators label images with vector geometric shapes (box, polygon, line, point, cuboid, ellipse). Use when you need to annotate objects in images with bo
- Create Lidar Annotation TaskTool to create a lidar annotation task where annotators mark objects with 3D cuboids in 3D space. Use when you need to annotate LIDAR frame sequences with 3D object detection.
- Create LiDAR Segmentation TaskTool to create a LiDAR segmentation task where annotators assign semantic class labels to individual LiDAR points. Use when you need to annotate point cloud data with object classes such as vehicles,
- Create Named Entity Recognition TaskTool to create a named entity recognition task for labelers to highlight text entity mentions. Use when you need to extract and label entities such as people, organizations, or locations from text.
- Create Segmentation Annotation TaskTool to create a segmentation task where annotators classify pixels in an image according to provided labels. Use when you need pixel-wise semantic segmentation of images.
- Create Text Collection TaskTool to create a textcollection task for collecting information from attachments and/or web sources. Use when you need to gather structured data from documents, websites, images, or other content by h
- Create Video Annotation TaskTool to create a video annotation task where annotators draw geometric shapes around specified objects across video frames. Use when you need to annotate video content with bounding boxes, polygons, l
- Create Video Playback Annotation TaskTool to create a video playback annotation task where annotators draw shapes around specified objects in video files. Use when you need to annotate videos with bounding boxes, polygons, lines, points,
- Update Task Unique IDTool to update or assign a unique identifier to a task. Use when you need to set a custom identifier for task tracking in your system.
Show all 25
- Add Studio AssignmentsTool to add project assignments to team members in Scale AI Studio. Use when you need to assign specific projects to team members by their email addresses. This action creates new assignments for the
- Delete Task TagsTool to remove specified tags from a Scale AI task. Use when you need to clean up or modify task tags.
- Delete Task Unique IDTool to remove the unique identifier from a task. Use when you need to remove a task's unique identifier for enhanced data management control.
- Finalize BatchTool to finalize a batch so its tasks can be worked on. Use when you need to finalize a batch for Scale Rapid and Studio customers. For other customer types, this endpoint returns success without perf
- Import FileTool to import files from an external URL endpoint into Scale's system rather than uploading directly from local storage. Use when you need to import files from remote URLs for Scale AI projects or da
- Invite Team MemberTool to invite users by email to team with specified role. Use when you need to add new team members with roles like labeler, member, or manager.
- Re-send Task CallbackTool to re-send a callback for a completed or errored task to the callback_url. Use when you need to manually trigger a callback resend for a task that has already been processed.
- Remove Studio AssignmentsTool to unassign projects from specified team members in Scale AI Studio. Use when you need to remove project assignments from one or more team members.
- Reset Batch PrioritiesTool to restore batch priority order to default order (calibration batches first, then sorted by creation date). Use when you need to reset custom batch priorities back to the default ordering.
- Set Batch PrioritiesTool to modify batch priority order in Scale AI Studio. Use when you need to adjust the priority order of pending batches. You must include all pending studio batches in the request.
- Set Project OntologyTool to set ontologies on a Scale AI project. Ontologies define the labels or classes that tasks will reference, and projects maintain complete history of ontology versions. Use when you need to confi
- Set Project ParametersTool to set default parameters for tasks created under a project. Use when you need to establish or update default parameters that apply to future tasks unless overridden.
- Set Task MetadataTool to set key-value metadata on an existing Scale AI task. Use when you need to attach custom metadata to track or organize tasks. This operation is idempotent.
Changes wait in Needs you
Changes and sends in Scale ai are held for a person's approval by default. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.
Scale ai questions
Can an agent change data in Scale ai on its own?
Not by default. Changes and sends in Scale ai are held for a person's approval. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.
What can an agent read in Scale ai?
This connector lists 14 read actions. Reads run at once, without waiting for approval.
How does Scale ai connect?
It connects with API key. Connectors are built and maintained by third-party developers; availability is confirmed during scoping.