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Baris Ozcan

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Review Open access Aug 2026

Master Data Quality Challenges as a Barrier to AI Integration in Large-Scale Enterprise Systems

The article identifies three results: master data defects move through reporting and AI pipelines, S/4HANA transformations expose tolerated legacy errors, and AI readiness requires governed data quality gates before model deployment.

Baris Ozcan · 0 citations

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