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title: 'Zen and the Art of Data Quality'
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description: Pirsig's motorcycle classic meets the National Bank of Belgium's DQ guidance - and the three layers of data quality defence Data Controller for SAS provides.
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date: '2026-08-07 09:00:00'
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author: 'Data Controller'
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authorLink: https://www.linkedin.com/showcase/data_controller
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previewImg: './dilbert.jpeg'
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tags:
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- Announcements
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# Zen and the Art of Data Quality
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The [linked article below](https://www.linkedin.com/pulse/zen-art-data-quality-allan-bowe) contrasts Pirsig's 1974 motorcycle masterpiece with the insightful DQ guidance of the National Bank of Belgium ([nbb_2017_27](/blog/data-quality-and-the-nbb_2017_27-circular/)).
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And it would be remiss not to explain how Data Controller for SAS® provides 3 layers of data quality defence (for those who Care):
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1. **Frontend Defence** - select boxes, type checking, date pickers, validation rules, key protection. Prevents simple mistakes.
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2. **Backend Defence** - run a SAS program following a submit to apply complex DQ rules, enabling immediate rejection with contextual reasoning. Prevents any mistake for which a rule can be written.
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3. **Human Defence** - changes reviewed by one or more approvers before the target table is updated. The final line of defence against the stress of poor data quality.
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To complete your data-zen experience - Data Controller can be downloaded, deployed & configured in just a few minutes.
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It runs on Viya, SAS 9 EBI, and vanilla SAS.
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DM for details!
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Read the full article: [Zen and the Art of Data Quality](https://www.linkedin.com/pulse/zen-art-data-quality-allan-bowe)
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