🤖 Jira + AI: What’s Actually Useful?

[Akankshya Mishra]

AI is everywhere in the Atlassian ecosystem right now, from Rovo and automation to AI-powered workflows and agents.

But beyond the announcements and feature lists, I’m curious about something more practical:

How are Jira and Confluence users actually using AI in their day-to-day work?

Are you using it to:

→ Summarise long Jira issues or project updates?
→ Find information faster?
→ Write stakeholder updates?
→ Create reports or documentation?
→ Automate repetitive tasks?
→ Or solve an entirely different problem?

As I am working in B2B SaaS marketing, I’m especially interested in the gap between what AI can do and what teams are actually finding useful in their daily workflows.

So, community, over to you:

What’s one AI feature, workflow, or use case that has genuinely saved you time?

And if AI hasn't been useful for you yet, what’s stopping it from being useful for you?