The smartest way to cut AI costs isn’t to use less AI
A survey of 1,000+ knowledge workers shows AI’s true costs are coming into focus. The takeaway for leaders: the path to lower spend runs through better context, visibility, and tool choice, not tighter limits.
Want more confidence in AI? Give it more context.
New Atlassian research finds the bigger predictor of whether AI helps at work isn’t how much people use it — it’s how much of their work it understands.
The tech we love to hate is the tech we’d hate to lose
New research from Atlassian’s Teamwork Lab finds that even as knowledge workers are uneasy about AI’s broader impact, they increasingly embrace it at work.
New research reveals how AI is making jobs bigger
New research from Atlassian’s Teamwork Lab finds that the more people use AI, the more their capabilities expand—suggesting AI is broadening what workers can do, not simply replacing them.
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.
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Research and insights on how teams can deliver with AI.

