Teams | Collaboration | Customer Service | Project Management

Stop counting who uses AI. Start finding who's transforming with it.

Over the last two years, every people leader I know has been chasing the same number: what percent of our employees are using AI? It’s the wrong metric. At Atlassian, we learned this through firsthand experience. We’ve gone through three evolutions of how we measure employee AI adoption, and each time we changed the metrics we learned something telling about what the old numbers were hiding. Those shifts have changed how we hire, develop, and bet on talent.

How We Cut up to 80% of Engineering "Chores" Using AI Agents in Jira

Our Jira engineering team was spending more time than we’d like focused on KTLO (keeping the lights on) tasks – the small, but important maintenance tasks nobody wants to spend time on. This includes work like cleaning up old feature flags, chasing flaky tests, fixing identified vulnerabilities, addressing accessibility issues, and chipping away at a long tail of bugs.

Best Apps for Work for Better Team Collaboration and Productivity

Finding the best apps for work can be difficult when there are countless tools available for communication, collaboration, project management, video meetings, file sharing, and productivity. Choosing the right apps is important because the tools your team uses every day directly impact efficiency, teamwork, and overall business performance.

How to Track Time Spent on Work: A Complete Guide for Teams and Businesses

To track time spent on work, define project and task categories, use automated time tracking software to log hours in real time, monitor application and website usage, classify productive versus unproductive activity, and generate reports. Tools like DeskTrack automate this process for teams of any size.

How to Track Billable Hours: A Guide for Agencies & Professional Services

To track billable hours, you need a repeatable system that defines what counts as billable, records time by client, project, and task, and reviews entries before invoicing. This guide gives freelancers, agencies, and professional services businesses a practical, method-first approach that works whether you use time tracking software, a spreadsheet, or a manual log.