Despite rapid AI adoption, most organizations are stuck in what Atlassian research calls the “productivity pitfall”: individual gains that never compound into company-level results. Our 2025 AI Collaboration Index estimates Fortune 500 companies lose roughly $98 billion annually in unrealized AI returns because of this gap. This playbook offers IT leaders 10 research-backed steps to break the cycle – from building a connected, AI-ready knowledge base and establishing transparent policies that curb shadow AI, to championing hands-on experimentation and evolving metrics beyond simple time savings. Grounded in data from 12,000 knowledge workers and 180 Fortune 1000 executives, it provides a clear path from isolated AI wins to measurable, organization-wide value.
