Thanks to a reader who inspired this month's column by asking about the meaning of the terms "standardization" and "remediation" as applied to the work of creating data format standards for the data element "Organization Name."

Two problems exist with an attribute such as Organization Name. (While this column discusses Organization Name, the principles also apply to other formatted text fields such as Product Name, Asset Name, Facility Name and other structured text attributes.)

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