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Impact and Best Practices for Xray AI Test Case Generation (Beta) enablement in production

Kenura Ransidu
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January 6, 2026

Hi Team,

xray_test.pngWe are considering enabling the Xray AI Test Case Generation (Beta) feature in our environment and would like to understand its potential impacts and recommended best practices.

Could you please provide guidance on the following:

  1. What are the known limitations or risks of enabling this Beta feature?
  2. Are there recommended steps for enabling it in a Sandbox environment before production rollout? How would you maintain access for the users ?
  3. How does Atlassian/Xray handle data privacy and accuracy for AI-generated test cases?
  4. Is there any rollback or disable option if issues arise after enabling the feature?
  5. Are there any official documentation links or resources you can share for this feature?

    Regards,
    Kenura

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Tomislav Tobijas
Community Champion
January 6, 2026

This looks like a cool feature @Kenura Ransidu 👀

One of our clients does use Xray so I could check out with them if they've considered an AI generator.

Apart from that, I've managed to find the following resources when it comes to this:

As this is an Atlassian forum (mainly focusing on Atlassian apps, and not that much Marketplace), people who have used Xray and this specifically might chime in, and I hope they do, but you could also reach out to official Xray support and ask them those questions.

Anyway, I'm keen to hear how people find this feature and whether it's any good. Going to forward it to our test manager to see if he'd like to test it out.

Cheers,
Tobi

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