Research

What is changing across AI knowledge and docs tools?

What Confluence With Rovo Costs From December 2026
A Confluence seat's Rovo allowance covers only a few Quick answers a month. From December 3, 2026, use beyond it bills as extra usage, and admins report that agents and deep reasoning spend credits fastest.
- AI Knowledge & Docs
- AI Costs
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What People Report After Rovo Arrived in Confluence
Across 101 public accounts, Rovo answers earn the most praise. Confluence search and AI on every page draw the most complaints, ahead of wrong answers.
- AI Adoption
- Knowledge Work
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