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Why Data Readiness Is the #1 Barrier to AI Adoption — And How Companies Can Fix It

Why Data Readiness Is the #1 Barrier to AI Adoption — And How Companies Can Fix It

Organizations struggle with AI adoption not because of technology limits, but because their data isn't ready. Nearly half of employers can't move forward with AI. Their data is fragmented, inaccurate, or inaccessible. Employees confirm this. They don't trust the data and can't access what they need. Strong AI adoption depends on centralized access, consistent definitions, governed permissions, and workforce data literacy. Without these, AI outputs are unreliable. Adoption stops. Leaders who align data strategy with real AI needs see stronger adoption and higher engagement.