Inside Atlassian


Article in AI at Work

Stop guessing at AI ROI: A four‑stage framework for real results

Classic ROI math is linear—but AI value compounds. Here’s how to measure enterprise AI ROI over time.

Article in Teamwork

How hands-on workshops boost teamwide AI confidence 

When teams learn by doing, AI stops feeling abstract and starts driving real behavior change, from higher usage to stronger everyday skills.

Article in AI at Work

Is AI the ultimate hackathon buddy? What we learned at ShipIt 61

AI assistance helped hackathon teams brainstorm faster, break down work, troubleshoot in real time, and polish both projects and presentations.

Article in Leadership

The leadership effect: How a single demo nearly doubled AI usage

Inside the 90% spike in AI usage that followed one live demo – and what other leaders can learn from it.

Article in AI at Work

How a simple team ritual drove a 34% jump in AI alignment

The story of AI at work is often told in big, sweeping terms: platforms, transformations, enterprise rollouts. Those things matter. But day to day, what actually shapes behavior is what teams talk about regularly. So instead of launching yet another AI program, Atlassian’s Teamwork Lab gave an AI upgrade to a ritual we already had: […]