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Executable Data Standards

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Organizations typically suffer from a lack of standards around information management. They develop standards on their own although they may use external reference materials. The issue is that most of the standards are definitional, but not validation-based. That is, the standards may say how a data warehouse model should be developed or provide a policy about how reference data should be synchronized.

What is missing is the validation step against these standards. What would be valuable are validation tools that test areas such as complexity while the solution is being developed. When we have simple tools like those used for W3C Markup Validation Service it will be a big help in the industry.


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