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All issuesVolume 322, Issue 4IT NewsAI

AI Projects Are Faltering As CDOs Grapple With Poor Data Quality

ITPro, Tuesday, January 21st, 2025

Chief data officers say they can't maintain consistent data quality, and that it's affecting AI outcomes

Only a third of businesses are making meaningful progress in AI adoption, and chief data officers (CDOs) are pinning the blame on poor data quality.

More than two-thirds (68%) of CDOs said data quality was their top challenge, according to the Ataccama Data Trust Report 2025. Meanwhile, four-in-ten struggle to maintain consistent data quality, directly hindering AI outcomes.

The report noted that trust is a critical factor when leveraging data in daily operations. Without it, organizations face inefficiencies, poor decision-making, and the risk of compliance failures, ultimately limiting their ability to achieve business objectives.

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