Category: Data Management
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General Data Quality vs. Process-Specific Data Quality
General Data Quality looks at broad quality metrics, such as completeness, accuracy, consistency, and timeliness across all datasets. Process-Specific Data Quality, on the other hand, focuses on how well the data serves its purpose within a particular workflow or process. Even if the data appears to be of low quality in general, it may still…
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ERP systems and Data Quality Neglect.
Moving into a new ERP system is an ordeal to any organization. The amount of effort it takes to customize, and implement organizationally, is often underestimated. Apparent “must haves” is given priority, on the expense on less appealing but equally important initiatives. Examples of such is the “The initial cleansing of data”, “Functionality Gap analysis”,…