Connect Linear to Scale ai

When something happens in Linear, Notis takes the next step in Scale ai. Describe what you want in plain English, or start from one of the examples below.

When this happens · Trigger

Do this · Action

Build an automation Browse examples

Examples

Ways Notis can move work from Linear to Scale ai

View example

Turn every new Linear issue into a Scale AI data collection task automatically

When you file a Linear issue asking for labeled or gathered data, Notis opens a matching Scale AI text collection task so the request never sits in a backlog.

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Kick off Scale AI document transcription the moment a Linear issue is filed

File a Linear issue about invoices, forms, or screenshots and Notis opens a Scale AI document transcription task so the structured extraction starts without a manual handoff.

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Launch a Scale AI image annotation task from each new Linear issue

When you open a Linear issue for image labeling, Notis creates a matching Scale AI image annotation task so bounding-box and polygon work is queued right away.

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Get a daily Scale AI batch status report so labeling progress stays visible

Every morning Notis pulls Scale AI batch status and completion counts and posts them to your channel, so you know what is done without opening the dashboard.

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Tag the matching Scale AI task whenever a Linear issue changes state

When a Linear issue's status or labels change, Notis adds the corresponding tags to the linked Scale AI task so both systems stay in sync without manual updates.

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Create a Scale AI batch automatically for every new Linear project

When you spin up a Linear project, Notis creates a matching Scale AI batch so all the project's labeling tasks have a home before the first one is filed.

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Receive a daily digest of open Scale AI tasks so nothing slips

Notis lists your Scale AI tasks on a schedule and posts a digest to your channel, so you see everything in flight without scanning the dashboard.

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Attach context to a Scale AI task whenever a Linear comment adds detail

When someone comments on a Linear issue, Notis writes the relevant context as metadata on the linked Scale AI task, so labelers work with the latest instructions.

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Spin up a Scale AI named entity recognition task from a Linear issue

File a Linear issue about extracting people, orgs, or locations from text and Notis opens a Scale AI named entity recognition task so the labeling starts immediately.

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

Trigger Types

Four ways to start an automation.

A trigger is the event that kicks a workflow off. Notis supports four kinds: an event in a connected app, an inbound webhook, a recurring schedule, and soon, your own database.

Integration triggers

Fire when something happens inside a connected app. New Notion page, Stripe charge, Linear issue: any of 1,000+ apps can start a workflow.

New Notion pageStripe chargeCalendar event

Webhook triggers

A unique URL per workflow. Anything that can send an HTTP POST can start an automation, including no-code tools that speak webhooks.

Any HTTP POSTCustom backendIoT event

Works with

ZapierPipedream

Most used

Recurring triggers

Cron-style schedules run a workflow on the clock. Daily standups, hourly syncs, business-hours-only digests: the workhorse of Notis.

Daily · 8:00HourlyWeekdays only

Coming soon

Database triggers

Watch a row, query, or threshold in your own database and fire the moment the data changes. Row inserted, value crosses a limit, query starts matching.

Row insertedValue > limitQuery match

Why AI automation

Classic automation breaks. AI adapts.

Same triggers and actions, smarter middle. AI handles the fuzziness that breaks traditional Zapier-style workflows the moment a field gets renamed.

Classic automationAI automation

Cost

$ · pay per run

$$ · AI models per run

Reliability

Breaks on schema change

Adapts to format changes

Setup

Click 8 dropdowns

Describe it in English

Handles fuzzy

Hard-coded fields only

Reads intent, summarises

Human in loop

Bolted on

Built in · approval inbox

Maintenance

You own every break

Self-heals · we own it

Ease of use

Describe it. Notis builds it.

Skip the visual builder. Tell Notis what you want, in plain English. It writes the workflow, you review and deploy.

You · in the Notis Builder

NEW

“When a row gets added to the Q4 OKRs Notion database and the status is Blocked, send a Telegram message to the owner with a summary of what's blocking, and ping me if there's no reply within 24 hours.”

Notis built this automation:

TriggerRow added to "Q4 OKRs"

Condition✦Status = "Blocked"

AI step✦Summarise the blocker in plain English

ActionDM the row owner with summary

Timeout✦No reply in 24h → ping you

Observability

Watch every run.

Notis Desktop is Mission Control for your AI automations. See every run, replay, edit, or rewind. Set approval gates so Notis pauses before destructive actions.