Research on organizational data readiness for AI reveals significant gaps despite rapid AI adoption. A BARC study showed only 21% of organizations have advanced AI programs, with data quality, governance, and security as major barriers. A 2025 report found just 12% of companies believe their data is sufficiently high-quality and accessible for AI, while 62% cite data governance challenges as a top inhibitor to AI progress. IDC forecasts continued growth in AI investments but emphasizes the need for improved data strategies to enable AI-driven innovation and operational value.

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