AI research
See our latest research into how teams drive impact with AI
New research shows honesty about AI use at work is backfiring
New research from Atlassian’s Teamwork Lab finds that workers who disclose using AI are judged as 10x lazier than peers doing identical work, unless their company has built a culture that celebrates it.
The State of Teams 2026
See how the top 14% of teams use AI differently to deliver results faster, together
New grads are 1.5x more likely to use AI daily. Here’s why that matters for your hiring strategy.
Companies are cutting new grad hiring to save money. Atlassian research suggests they’re actually cutting their fastest path to AI adoption.
Stop counting who uses AI. Start finding who’s transforming with it.
At Atlassian, we’ve gone through three evolutions of how we measure employee AI adoption. Each time we changed the metrics, we learned something telling about what the old numbers were hiding.
How AI is Changing Developer Workflows: Lessons From Engineers
AI writes the code. Engineers spend their day on everything else.
Is AI flattening your team’s creativity? Here’s how to tell.
AI can make “good enough” thinking the default. Use this framework to spot the risks of AI over-reliance and decide when humans — not models — should lead.
The AI efficiency paradox: What to do when AI boosts productivity but not results
Atlassian’s new State of Teams survey of 12,000+ knowledge workers shows AI is helping individuals work faster, but business results aren’t catching up. Here’s why that gap exists and what leaders can do about it.
How co-creating AI working agreements drives confidence and clarity
Get your team aligned on the who, what, when, where, and why of using AI.
Marketers: stop experimenting and start solving real-world problems with AI
How marketing managers can turn stuck moments into their most valuable AI use cases
Human + AI teamwork
The Teamwork Lab
Meet Atlassian’s incubator for AI‑powered teamwork, where real‑world research and experiments shape how modern teams work.
What CIOs told Forrester about building an AI‑ready digital workplace
Forrester surveyed CIOs and IT leaders on what it really takes to build a modern, AI‑ready digital workplace, uncovering gaps, opportunities, and practical next steps for enterprise teams.
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Inside Atlassian
Research and insights on how teams can deliver with AI.
