--- title: "How Atlassian and Dropbox are driving effective AI transformation" url: https://daily.dev/posts/how-atlassian-and-dropbox-are-driving-effective-ai-transformation-oqayemdeb source_url: https://www.atlassian.com/blog/how-we-build/atlassian-dropbox-ai-transformation type: article source: "Atlassian" published: 2026-06-30T05:49:51.505Z updated: 2026-06-30T05:50:13.480Z tags: ["productivity", "company-culture", "atlassian"] reading_time: 9 upvotes: 0 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # How Atlassian and Dropbox are driving effective AI transformation **[Atlassian](https://daily.dev/sources/atlassian)** · 9 min read · 0 upvotes · 0 comments ## Summary Atlassian's Chief People and AI Enablement Officer and Dropbox's VP of People Operations share lessons from enterprise AI transformation. Both companies argue AI adoption fails when treated as purely a technology initiative rather than a cultural one. Key insights include: documentation-rich, async-first cultures have a natural advantage for AI adoption; measuring 'super users' (those using advanced AI features 40+ times/week in role-specific workflows) matters more than raw adoption rates; and practical frameworks like AI Working Agreements, AI Retros, and company-wide hackathons help build experimentation culture. About 30% of Atlassian staff qualify as super users today, and 99% use Rovo daily. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [From tool to teammate: How one Atlassian team made AI a real coworker](https://daily.dev/posts/from-tool-to-teammate-how-one-atlassian-team-made-ai-a-real-coworker-gzq7y8tpr) · Atlassian · 0 upvotes · 0 comments - [Scaling developer experience across 1,000 engineers at Dropbox](https://daily.dev/posts/scaling-developer-experience-across-1-000-engineers-at-dropbox-andvi1gwm) · Engineering Enablement · 0 upvotes · 0 comments - [Transforming teamwork: Unlocking AI-driven success in cloud](https://daily.dev/posts/transforming-teamwork-unlocking-ai-driven-success-in-cloud-kszzc68ze) · Atlassian · 0 upvotes · 0 comments - [How Atlassian Is Driving the AI Agent-Assisted Workflow](https://daily.dev/posts/how-atlassian-is-driving-the-ai-agent-assisted-workflow-rrfsraqwz) · The New Stack · 0 upvotes · 0 comments --- Tags: [#productivity](https://daily.dev/tags/productivity), [#company-culture](https://daily.dev/tags/company-culture), [#atlassian](https://daily.dev/tags/atlassian) [View this post on daily.dev](https://daily.dev/posts/how-atlassian-and-dropbox-are-driving-effective-ai-transformation-oqayemdeb)