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A Data Architect's Guide to Holistic Data Vault QA

Sam Benedict
Sam Benedict
March 9, 2026

When a business analyst flags a discrepancy in a customer revenue report, the investigation rarely ends at a single table. In a Data Vault 2.0 architecture, one incorrect attribute can trace through ...

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All articles from Sam Benedict

A Data Architect's Guide to Holistic Data Vault QA
Data Governance
• March 9, 2026
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Satellite Hash Diff Testing: What Most Teams Miss
Data Governance
• March 6, 2026
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10 Data Quality Tests Every Data Vault Model Needs
Data Governance
• February 27, 2026
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ETL Testing is Foundational for AI Projects
ETL
• September 19, 2025
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ETL QA Testing: Last Line of Defense or First Order of Business?
ETL
• September 1, 2025
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Sam Benedict
Sam Benedict

Sam leads business development at Validatar bringing decades of experience in data management, data quality, and sales.

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