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Data debt will cripple your AI strategy if left unaddressed

ID: 996c440b-d2eb-548f-ab6a-a67ea2ec88bf

STIX ID: report--996c440b-d2eb-548f-ab6a-a67ea2ec88bf

Feed Name: CIO Security

Date Published: 2026-04-23

Date Updated: 2026-04-23

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The excerpt warns that "data debt" — incomplete, inconsistent, or duplicated data — undermines AI model performance, leads to higher iteration cycles and operational costs, and must be addressed as a prerequisite for scaling AI responsibly.

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