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10 ways to scale AI value as a leader
Fortune 500 companies lose an estimated $98 billion annually in unrealized AI value. This playbook shows you how to change that.
Executive summary
AI usage has doubled, but most organizations are stuck in what Atlassian research calls the "productivity pitfall" — individual gains that never compound into company-level results. This playbook gives leaders 10 research-backed steps to move from isolated AI wins to measurable, organization-wide value. Grounded in data from 12,000 knowledge workers and 180 Fortune 1000 executives.
Key takeaways
Turn individual AI wins into compounding, org-wide results. AI usage has doubled, but only 3% of executives see transformational efficiency at scale. Learn how to shift from personal productivity to cross-team coordination that compounds.
Build an AI-ready knowledge base. 79% of knowledge workers would use AI more if it could access the right information. Connect and consolidate your data so AI delivers trustworthy answers.
Measure what matters. Move beyond time-saved metrics to track innovation, work quality, and cross-functional impact — then reinvest freed capacity into higher-value work.