Connect Linear to Ai ml api
When something happens in Linear, Notis takes the next step in Ai ml api. Describe what you want in plain English, or start from one of the examples below.
When this happens · Trigger
Do this · Action
Ways Notis can move work from Linear to Ai ml api
View exampleScreen Comments for Safety
Automatically flag toxic, spam, or hostile comments before they derail your focus.
View exampleScan New Issues for Safety
Review the content of newly created issues for problematic language, clarity issues, or safety concerns before they create confusion.
View exampleModerate Private Team Comments
Flag harsh feedback or concerning messages in private team spaces before they spiral anxiety or create conflict.
View exampleSummarize Long Issue Discussions
Automatically condense sprawling comment threads into clear, actionable summaries so you do not lose the plot.
View exampleAuto-Generate Issue Descriptions
Turn rough issue titles and context into structured, detailed descriptions that capture the full picture without manual writing.
View exampleGenerate Instant Responses to Common Questions
Automatically draft responses to frequently asked questions in public team issues so you are not repeating yourself endlessly.
View exampleScreen Project Updates for Safety and Tone
Flag tone issues, risky statements, or clarity problems in project status updates before they are visible to stakeholders.
View exampleGenerate Project Progress Narratives
Automatically synthesize project update posts into coherent, stakeholder-ready progress narratives with timeline and impact clarity.
View exampleModerate Private Team Issues at Creation
Scan new issues in private teams for sensitive data, unclear context, or misaligned framing before they spread confusion.
Supported Triggers and Actions
Notis builds workflows that link Linear to Ai ml api. A trigger fires from one place; an action lands in another.
Linear triggers
Ai ml api actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Moderation Completion
Tool to classify input text or image for safety using a moderation model. use after receiving user-generated content to filter out unsafe material.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Text Chat Completion
Tool to generate text completions or chat responses using a specified llm model. use after assembling the conversation history to produce the next response.
Comment Received Trigger
Triggered when a comment is received.
Issue Created Trigger
Triggered when a new issue is created.
Issue Updated Trigger
Triggered when an issue is updated. For example labels are changed, issue status is changed, etc.
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).
Private Team Issue Created
Fires when a new issue appears in a private Linear team (polled with the connected user's token).
Private Team Issue Properties Updated
Fires when properties on an issue change in a private Linear team (polled with the connected user's token).
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.
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.
Recurring triggers
Cron-style schedules run a workflow on the clock. Daily standups, hourly syncs, business-hours-only digests: the workhorse of Notis.
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.
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.
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:
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.
- Full run history with inputs, outputs and traces
- Replay any run with edited inputs
- Approval inbox, confirm via chat in one tap
- Audit logs for compliance teams
Automations
Inbox
Migrate background jobs to a durable queue You can cancel it through Stripe
3 daysNotis v3 release update This one’s v3: Notis Manager (desktop app with …
8 daysAdd multi-tenant RBAC User initiates a voice call
13 daysDraft pricing v (tiers, limits, overages) and sanity-check margins
2 weeksVerify analytics events for new features That’s a really interesting automat…
1 monthEverything in the box.
Whatever starts the workflow, the platform underneath is the same: a thinking brain, full visibility, and you in control.
AI in the middle
Every step can include an LLM call: summarise, classify, extract, rewrite.
Full observability
Every run, every step, every input, all replay-able from Mission Control.
Human in the loop
Pause for approval. Notis pings you in chat with one-tap approve.
Self-healing
When an API changes shape, Notis adapts the parser. Less midnight fire-fighting.
More ways to connect Linear and Ai ml api
Connect any two apps with Notis in the middle.
Linear and Ai ml api, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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No card. Works with personal or business Ai ml api.