The system applies more than 100 rules to continuously validate master data, with most errors corrected automatically rather than requiring manual review, addressing a task previously reliant on Excel-based processes prone to inconsistency at scale.

The case is a reminder that much of the value retailers extract from AI investments depends on the quality of underlying product data, an unglamorous but often limiting factor for broader digital transformation.

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