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Artificial Intelligence

Scale ai, worked by an AI employee

Not another app for your team to learn, and not a set of rules for you to build. You hire an AI employee, you give it access to your Scale ai account, and you ask it for things in Slack or Teams the way you would ask anyone else on the team. There is nothing to map and nothing to maintain.

  • Artificial Intelligence
  • Connects with a key
  • 41 ready-made tools
  • Asked in Slack or Teams
At work

An illustration of how the conversation reads, not a transcript from a client account.

What Scale ai is

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

You paste in a key from your own Scale ai account. It is kept encrypted, and you can withdraw it from inside Scale ai whenever you like.

How a run works

One message in, the work done in Scale ai.

  1. 01

    You ask

    You message your AI employee in the chat your team already has open, in one sentence, in your own words.

  2. 02

    It works out the step

    It decides what the job needs in Scale ai. You do not pick anything from a menu or wire anything together.

  3. 03

    It does the work

    Signed in to your own Scale ai account, inside the access you granted it, doing the thing you asked for.

  4. 04

    It reports back

    It tells you what it did, in the same thread. If it could not do something, it says so rather than guessing.

41 tools it already has

What it can do in Scale ai

These are the ready-made tools your AI employee already has in Scale ai. It is not limited to them, but it never has to be taught these.

  • 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
  • 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 fro
  • 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 objec
  • 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 classe
  • 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 loc
  • 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, o
  • 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 boundin
  • 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, poly
  • 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
  • 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 option
  • 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 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 taskid or id must be provided.
  • 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 creat
  • 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 qual
  • 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 th
  • 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 invi
  • 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 TaskTool to retrieve detailed information about a specific task in Scale AI. Use when you need to check task status, review task parameters, or access task results.
  • 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.
  • 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.
  • 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 Sca
  • 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.
  • 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
  • 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 deta
  • 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, ti
  • Re-send Task CallbackTool to re-send a callback for a completed or errored task to the callbackurl. 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 defa
  • 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 reques
  • 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 wh
  • 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.
  • 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.
  • Upload FileTool to upload a local file to Scale's servers with a maximum size limit of 80 MB per file. Use when you need to upload files for Scale AI projects or data labeling tasks.
Access, and who is in charge of it

You stay the boss of your Scale ai account.

Nothing connects until you approve it. You grant access one app at a time, you can take it back the same way, and everything your AI employee does in there is written down where you can see it.

How we handle your data
  • It signs in to your own Scale ai account. You are not moving anything into ours.
  • You grant access one app at a time, and you can take it back the same way.
  • Everything it does in Scale ai is written down, with what it did and when.
  • Anything you tell it to check with you first, it checks with you first.
Other apps in the same corner of the business

It works in Scale ai and the rest of your software in the same job

A real job rarely stays in one place. Reading a message in one app, checking a record in another and writing the result in a third is one request to your AI employee, not three.

See every app

Questions people ask about Scale ai

Can an AI employee really work inside Scale ai?
Yes. It signs in to your own Scale ai account and works in it the way a new hire would, from the chat your team already has open. Nobody installs anything, and nobody learns a new screen.
Do I have to move anything out of Scale ai?
No. Nothing moves and nothing is replaced. Your records stay in Scale ai, your team carries on in the same screens they used yesterday, and your AI employee works alongside them in there.
How does it get into my Scale ai account?
You paste in a key from your own Scale ai account. It is kept encrypted, and you can withdraw it from inside Scale ai whenever you like. You approve it before anything connects, and you can take the access back the same way you gave it.
What can it actually do in Scale ai?
It has 41 ready-made tools in Scale ai today, among them Add Studio Assignments, Add Task Tags and Create Batch. The full list is on this page. It is not limited to those, but it never has to be taught them.
Can it use Scale ai and the rest of my software in the same job?
Yes, and that is usually the point. Reading a message in one app, checking a record in Scale ai and writing the result somewhere else is one request to your AI employee, not three separate ones you stitch together.
Who decides what it is allowed to do in Scale ai?
You do. You grant access one app at a time and can withdraw it at any time, anything you ask it to check with you first it checks with you first, and everything it does in Scale ai is written down with what it did and when.