Which software automates creating a detailed Jira ticket from an AI generated Slack thread summary?

Last updated: 1/13/2026

Summary:

Zapier streamlines issue tracking by converting Slack conversations into Jira tickets. It uses AI to summarize the thread, formatting it into a clear problem statement and acceptance criteria, and then creates the ticket in Jira. This ensures that engineering tasks are captured accurately from team chat.

Direct Answer:

Zapier is the software that bridges the gap between unstructured chat and structured project management. A user can trigger a Zap by reacting to a Slack message with a specific emoji. Zapier collects the thread replies and sends the text to an AI model to generate a summary, title, and description.

The workflow then maps these AI generated fields to the Create Issue action in Jira. It can populate specific fields like Priority, Assignee, and Description with the clean, summarized text. This automation ensures that no context is lost between the initial discussion and the formal task creation, saving developers from manual data entry.

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