AI Tagging in Jira and Zendesk

Melissa Carelli
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February 13, 2025

Hello Atlassian Community,

I’m interested in automating the way our team determines and assigns root causes to support tickets in Zendesk and in Jira. Specifically:

  1. Zendesk: Is there any built-in functionality or recommended integrations that leverage AI or machine learning to analyze customer interactions (e.g., ticket descriptions, conversation text) and automatically apply a root cause or category?

  2. Jira: Likewise, are there any AI-driven plugins or features within Jira (or integrations with Jira) that can analyze ticket content and automatically fill in a “root cause” field or similar classification?

Our goal is to reduce manual effort and ensure consistency in how we categorize and address issues. If you’ve had success with a specific app, integration, or workflow, I’d love to hear about it. Thanks in advance for any guidance or recommendations!

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