Inside Atlassian

AI at Work

Article in AI at Work Focus

Atlassian research: Your strategy isn’t broken. Your organization just can’t move.

New research with 308 senior enterprise leaders reveals a counterintuitive finding: the problem isn’t strategic clarity, and it isn’t how often you plan. It’s whether your organization is actually able to act when strategy demands a change.

Article in AI at Work

Elena Verna on AI growth: Automate the basics, elevate the creative

The former growth leader at Dropbox, Miro, and Amplitude on using AI to automate the basics — so humans can focus on the creative work that actually matters.

Article in AI at Work

Four warning signs your AI and collaboration investments aren’t paying off

Learn to transition from fragmented tools to a connected system of work that makes AI actually work for IT teams.

Article in AI at Work

AI’s speed paradox: why faster individuals don’t mean faster organizations

AI has accelerated execution, but misalignment is quietly eroding shared outcomes. Here’s what leaders can do next.

Article in AI at Work

AI isn’t a productivity hack. It’s a team sport

Four moves leaders can take now to foster time, trust, and clean data so AI can drive results across your team

Article in AI at Work

When doing more with AI isn’t enough: Three patterns quietly undermining your team’s impact

The AI productivity paradox is real. Here’s how to turn AI busywork into real impact.

Article in AI at Work

From pilots to productivity: How one AI leader operationalizes enterprise AI

AI may be helping individual employees work faster, but most organizations still struggle to turn individual wins into enterprise-wide execution gains. The gap between isolated productivity boosts and systemic impact is where many AI investments stall. In my recent conversation with Shivam Khullar, NVIDIA’s director of engineering, we took a candid, practical look at how […]

Article in AI at Work

30.8% Faster PRs: How AI-Driven Rovo Dev Code Reviewer Improved the Developer Productivity at Atlassian

Rovo Dev code reviewer reviews your pull requests (PR), proactively catching quality, security, and performance issues early while recommending best practices for code quality and maintainability. Recognized by ICSE 2026, code reviewer is observed to reduce 30.8%of the PR cycle time. Introduction Code review is a critical pillar of high-quality software engineering at Atlassian. It […]

Article in AI at Work

How Amdahl’s Law still applies to modern-day AI inefficiencies

Discover how a computer science theory from 1967 may be a compass for AI-driven productivity gains across the enterprise.

Article in AI at Work

What actually changes when AI joins your research process

A real workflow for compressing weeks of research into hours, without losing the judgment that makes research useful.