Data Standardization: Speaking One Language Across the Enterprise Close your eyes for a moment and think about how many different ways someone can write a bolt size. M12 x 1.75. M-12x1.75. 12mm x 1.75. Or just… “Bolt, Standard.” Multiply that inconsistency across th... data cleansing Data Standardization duplicate item Item Lifecycle Management Master Data Management Material Master Data Aug 18, 2025 Master Data Management