artificial intelligence

Add Scale ai to your AI agent

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

Things your agent can do in Scale ai
40

Things your AI can do in Scale ai

Your FormWise AI can handle any of these in Scale ai — on its own, without you needing to click a button.

  • Add Task Tags

    Popular

    Tool 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 Batch

    Popular

    Tool 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 Task

    Popular

    Tool 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 invoices, forms, or screenshots.

  • Create Image Annotation Task

    Popular

    Tool 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 bounding boxes, polygons, or other geometric annotations.

  • Create Lidar Annotation Task

    Popular

    Tool 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 Task

    Popular

    Tool 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, pedestrians, roads, buildings, etc. Either 'project' or 'batch' must be provided in the request.

  • Create Named Entity Recognition Task

    Popular

    Tool 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 Task

    Popular

    Tool 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 Task

    Popular

    Tool 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 having taskers fill out defined fields.

  • Create Video Annotation Task

    Popular

    Tool 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, lines, points, cuboids, or ellipses. Accepts either individual image frames or video files.

  • Create Video Playback Annotation Task

    Popular

    Tool 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, cuboids, or ellipses for object detection and tracking.

  • Get Batch

    Popular

    Tool 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.

Show 28 more things it can do
  • Get Batch Status

    Popular

    Tool 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 Project

    Popular

    Tool 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 Teams

    Popular

    Tool 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 ID

    Popular

    Tool 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 Batches

    Popular

    Tool 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 parameters.

  • List Projects

    Popular

    Tool 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, name, parameter history, and creation timestamps.

  • List Tasks

    Popular

    Tool 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 identifiers. Supports pagination via limit and next_token.

  • Update Task Unique ID

    Popular

    Tool 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.

  • Add Studio Assignments

    Tool 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 specified team members and projects.

  • Delete Task Tags

    Tool to remove specified tags from a Scale AI task. Use when you need to clean up or modify task tags.

  • Delete Task Unique ID

    Tool 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 Batch

    Tool 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 performing any action.

  • Get Assets

    Tool 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. Supports cursor-based pagination for large result sets.

  • Get Fixless Audits

    Tool 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 Labelers

    Tool 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 labeler_emails must be provided.

  • Get Studio Assignments

    Tool 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 members.

  • Get Studio Batches

    Tool 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 URL

    Tool 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.

  • Import File

    Tool 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 data labeling tasks.

  • Invite Team Member

    Tool 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 Callback

    Tool 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 Assignments

    Tool 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 Priorities

    Tool 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 Priorities

    Tool 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 Ontology

    Tool 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 configure or update the classification labels for a project.

  • Set Project Parameters

    Tool 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 Metadata

    Tool 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.

  • Upload File

    Tool 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.

Built for the way you actually work

No code, no engineers

Connect in a few clicks and start using your AI right away. If you can use the apps you already love, you can do this.

Sounds like you, not like a bot

Train your AI on your offer, your voice, and the way you actually talk to clients — it picks up where you leave off.

Plugs into the stack you already use

No need to rip out your CRM, your scheduler, or your email tool. Your AI works inside the apps running your business today.

Your data stays yours

Client conversations, lists, and credentials are scoped to your workspace. Nothing gets shared, sold, or used to train anyone else’s AI.

What you can do once Scale ai is connected

Onboard new clients without lifting a finger

When someone signs up, your AI greets them, sets up their next step in Scale ai, and keeps the momentum going — even at 2am.

Reply to leads in seconds, not days

Your AI watches Scale ai for new inquiries, answers questions in your voice, and books the call before they cool off.

Get your weekends back

Hand off the repetitive Scale ai work — follow-ups, reminders, updates, simple admin — and stop being the bottleneck in your own business.

How to connect Scale ai to your agent

  1. 1

    Start using FormWise for free

    Sign up in under a minute.

  2. 2

    Find Scale ai in your connected apps

    Inside FormWise, go to Settings → Connected Services and look for Scale ai.

  3. 3

    Hit "Connect"

    Click "Connect Scale ai" and log in like you normally would. We only ask for the permissions your AI actually needs.

  4. 4

    Tell your AI what to do in Scale ai

    Build a quick AI Agent (it's like writing instructions, not code), and pick the Scale ai actions you want your AI to handle.

  5. 5

    Watch it run

    Send it a real-world task and watch your AI take care of Scale ai for you. Tweak the wording until it feels just right.

Powered by the AI you already trust

Your Scale ai workflow runs on the same world-class AI used by ChatGPT, Claude, and Gemini. We handle the technical part — you just tell your AI what to do, in plain English.

  • OpenAI
  • Anthropic Claude
  • Google Gemini

Questions other Scale ai users had before signing up

Do I need to know how to code?

Not even a little. If you can use Scale ai today, you can set this up. You'll connect Scale ai, tell your AI what it should help with, and you're live. The whole thing is built for coaches, course creators, agencies, and operators — not engineers.

Will my clients know they're talking to an AI?

Only if you want them to. Your FormWise AI is trained on your voice, your offer, and the way you actually communicate — so it sounds like a thoughtful team member, not a clunky chatbot. Most people can't tell.

Can I make it sound like me?

Yes. You can give your AI examples of how you write, the questions you usually ask new clients, the way you handle objections, and the language you use about your offer. The more you give it, the more it sounds like you wrote it.

What if I want to take over a conversation?

You're always in control. You can step in at any point, take over from your AI, or stop it from sending messages until you've reviewed them. Think of it as a teammate, not a replacement.

Is my client data safe?

Yes. Your Scale ai login and client information stay scoped to your workspace. We don't sell it, we don't share it, and we don't use your data to train anyone else's AI. You can disconnect Scale ai or delete everything any time.

What happens when Scale ai updates their app?

We handle it. When Scale ai adds new features or changes how something works, we update the integration in the background. You don't have to do anything — your AI just keeps working.

How fast can I actually get this running?

Most people are up and running the same day they sign up. Connecting Scale ai takes a few minutes. Teaching your AI to handle the work the way you'd want it done is the part worth slowing down for.

What is FormWise?

FormWise is the AI agent builder for coaches, course creators, and agencies. You connect the apps you already use — like Scale ai — train your AI on your offer and voice, and let it handle the work you've been doing manually: onboarding, follow-ups, support, admin. No code, no developers, no engineering team required.

Can I sell AI agents to my clients?

Yes. A lot of FormWise users build AI assistants and sell them as part of their offer — done-for-you AI setups, white-label assistants for client businesses, custom GPTs trained on a client's brand. You can charge a setup fee, a monthly retainer, or both.

Can I embed my AI on my website or in my course?

Yes. Every AI you build in FormWise can be embedded on your site, dropped into your course platform, or shared as a standalone link. Your clients and students just open it like any other web page — no app to download, no login hoops.

Do I need to know anything about AI to use this?

No. If you can describe what you want your AI to do in plain English — "greet new clients, ask these 3 questions, book them a call" — FormWise can build it. We handle the models, the prompts, the connections. You handle the part you already know: what your business actually needs.

About Scale ai on FormWise

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

Connect Scale ai once and your FormWise AI gets 40 things it can do inside it. That means your AI can handle the Scale ai work in your business — the messages, the updates, the follow-ups, the admin — the way you would, just faster and around the clock.

You don't need to know how any of it works under the hood. We take care of keeping the connection alive, retrying if something fails, and making sure your data only ever moves where you tell it to.

New to Scale ai? Take a look at scale.com.

Stop doing the Scale ai work yourself

Hand it off to an AI assistant that sounds like you, works around the clock, and never forgets a follow-up. Free to start.