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The high cost of poor quality product data in retail and other areas is generally acknowledged and reasonably well known.  The result has been substantial efforts in Product Information Management (PIM) solutions.  However, manufacturing has much broader data quality needs that challenge Master Data Management strategies and solutions.

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