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Has AI Changed What "Customer Success" Actually Means?

AGASTYA ANOOP SHARMA
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July 13, 2026
Traditional Customer Success measures adoption, engagement, and renewals.
 
With Rovo embedded across Jira, Confluence, and Trello, should success instead be measured by the quality of decisions AI enables?
 
If AI becomes part of every workflow, should Customer Success optimize for business outcomes rather than product usage?
 
How do you think organizations should define AI success over the next few years?

1 answer

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Answer accepted
Rebekka Heilmann _viadee_
Community Champion
July 13, 2026

I agree that AI Adoption cannot be purely based on Credits used or people reached. For Agents, you can already see thumbs up/down ratings and only Agents that are genuinely helpful should stay active. That way, the number of Agents eventually will reflect successful implementation rather than just Agents created.

Note: This is not really a Question but rather a discussion, best suited for the discussion forum: Atlassian AI & Rovo - Atlassian Community

AGASTYA ANOOP SHARMA
Rising Star
Rising Star
Rising Stars are recognized for providing high-quality answers to other users. Rising Stars receive a certificate of achievement and are on the path to becoming Community Champions.
July 13, 2026

Sure, i will add this in discussion!...

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