Automatically analyze and tag new project tasks

When a new task is created in Jira, send its details to Marlie AI to automatically classify the project scope and extract key priorities.

Try:

See all Jira + Marlie AI integrations or talk to a human

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How Knit builds this workflow

The Agent researches both APIs and wires the trigger on one side to the action on the other — no pre-built connector required. Here is the vocabulary it has to work with.

Jira Explore Jira →

Triggers

New task created

Fires when a new task or card is created in Jira.

Task completed

Fires when a task in Jira is marked complete.

Due date approaching

Fires when a task's due date in Jira is coming up.

Comment added

Fires when a comment is added to a task in Jira.

Actions

Create task

Creates a new task in Jira.

Update task

Updates a task's status or assignee in Jira.

Add comment

Posts a comment on a task in Jira.

Move task

Moves a task in Jira to a different board or list.

Marlie AI Explore Marlie AI →

Triggers

New completion generated

Fires when Marlie AI generates a response to a prompt.

Model run failed

Fires when a request to Marlie AI errors or times out.

Fine-tune job completed

Fires when a fine-tuning job in Marlie AI finishes.

Actions

Generate a completion

Sends a prompt to Marlie AI and returns the model's response.

Summarize text

Uses Marlie AI to summarize a block of text.

Classify or extract data

Uses Marlie AI to classify or extract structured data from text.

Log AI generation results into project tasks Whenever a new completion finishes generating in Marlie AI, automatically add the generated text as a comment on the corresponding task in Jira. See details

Generate executive summaries from task commentary When a new comment is added to a task in Jira, send the text to Marlie AI to summarize the discussion for quick decision-making. See details

See all Jira + Marlie AI integrations → · Browse the full workflow library →

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FAQ

Common questions

Can Knit build “Automatically analyze and tag new project tasks” between Jira and Marlie AI?

Yes — describe it in the box above and Knit's Integrations Agent researches Jira and Marlie AI's public API docs (or your own uploaded docs) and builds a working workflow, whether or not either app already has a pre-built connector.

How long does it take to build?

Minutes to a first working version, not weeks — you test it against real data before it goes anywhere near production.

What's the most common AI Models + Project Management automation?

Having Marlie AI summarize sprint or board status from Jira for a stakeholder update, or draft a task description from a short prompt.

Can this suggest task priority or assignee automatically?

Yes — Marlie AI can read existing workload and task data from Jira to suggest a priority or assignee, which a human can accept or override.