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Pull Scale AI batch status on Linear project updates

Writing a project update in Linear and then hunting for the labeling numbers is a context switch you do not need. Notis pulls the current Scale AI batch status when you post the update, so the real progress is right there.

Trigger

Project Update Posted

Fires when a project status update is posted on the Linear project's Updates tab. Covers projects in both public and private teams — polls with the connected user's token.

Action

Get Batch Status

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.

Why this helps

Project updates go out with guessed or stale labeling numbers because checking Scale AI first is an extra hop.

  • Project updates carry real labeling progress, not guesses
  • No separate trip to Scale AI while writing the update
  • Stakeholders see accurate annotation status every time

Setup

Build it in a few focused steps.

  • 1Connect Linear and Scale AI to Notis once from the portal
  • 2Ask Notis for your portal link and open Automations, then New Automation
  • 3Describe the outcome: when a Linear project update is posted, pull the matching Scale AI batch status and report it
  • 4Select the Linear Project Update Posted trigger and a reporting channel
  • 5Post a test project update and confirm the batch status comes back

Questions about this workflow

Which batch does it check?

The one you link in your prompt, typically the batch tied to that project, and Notis fetches its completion counts.

Does it edit the update in Linear?

Notis reports the status to your chosen channel. You decide how to fold it into the update.

When this happens · Trigger

Do this · Action

Supported Triggers and Actions

Notis builds workflows that link Linear to Scale ai. A trigger fires from one place; an action lands in another.

Linear triggers

Scale ai actions

Comment Received Trigger

Triggered when a comment is received.

TriggerInstant

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.

ActionInstant

Issue Created Trigger

Triggered when a new issue is created.

TriggerInstant

Add Task Tags

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.

ActionInstant

Issue Updated Trigger

Triggered when an issue is updated. For example labels are changed, issue status is changed, etc.

TriggerInstant

Create Batch

Tool to create a new batch within a project. Use when you need to group multiple tasks together for organizational and processing purposes.

ActionInstant

Private Team Comment Created

Fires when a new comment is posted on an issue in a private Linear team (polled with the connected user's token).

TriggerPolling

Create Document Transcription Task

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.

ActionInstant

Private Team Issue Created

Fires when a new issue appears in a private Linear team (polled with the connected user's token).

TriggerPolling

Create Image Annotation Task

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.

ActionInstant

Private Team Issue Properties Updated

Fires when properties on an issue change in a private Linear team (polled with the connected user's token).

TriggerPolling

Create Lidar Annotation Task

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.

ActionInstant

Project Created

Fires when a new Linear project is created. Covers projects in both public and private teams — polls with the connected user's token, so visibility matches what the connected user can see in Linear.

TriggerPolling

Create LiDAR Segmentation Task

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.

ActionInstant

Project Properties Updated

Fires when properties on a Linear project change (status, lead, target date, priority, etc.). Covers projects in both public and private teams — polls with the connected user's token.

TriggerPolling

Create Named Entity Recognition Task

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.

ActionInstant

Connect any two apps with Notis in the middle.

Not just Linear and Scale ai. Any combination from 1,000+ integrations.

When this happens · Trigger

Do this · Action

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