State & Local Analysis
Atlassian Highlights AI Collaboration Challenges
March 11, 2026
Atlassian's AI evangelist Sven Peters emphasizes that while generative AI can boost individual productivity by up to 33%, only a small fraction of organizations—around 3%—achieve true business transformation. The key limitation is that many organizations focus on individual productivity gains without addressing collaboration and workflow bottlenecks, particularly at team handoffs. This insight is critical for government procurement professionals and contractors as it underscores the need to evaluate AI solutions not just for individual efficiency but for their ability to enhance team collaboration and end-to-end workflows.
- Why this matters: Agencies and contractors should prioritize AI implementations that improve collaborative processes and workflow integration, not just isolated productivity tools.
- Procurement strategies should consider solutions that address organizational change management and cross-team coordination to realize full AI benefits.
- Vendors offering AI platforms with features that facilitate seamless collaboration and workflow automation may find increased demand in government sectors.
- This perspective encourages procurement professionals to assess AI proposals for their potential to drive holistic transformation rather than incremental individual improvements.
You can't just screw AI on everything 6 it only makes you faster. It means you need to think about, 1how are our teams collaborating? How are people collaborating? 2 You probably need to change the way you work.
— Sven Peters, AI evangelist at Atlassian
Vendors
Atlassian
Locations
Sources
- AI's productivity promise has a math problem - Nextgov/FCW · Nextgov/FCW · Mar 11