BEAUTY
In simplicity
Passion in what you do, dedication in how you do it.
There is honesty in simplicity, whether in data management, photography, or cooking. Start from the fundamentals and let complexity grow naturally
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Golden Records Are Beliefs, Not Mirrors
the real shift is from tracking whether our data is right to tracking whether we still know why. This blog post is a structured approach to epistemic governance in master data management, and why it matters more now that AI is doing the matching. It builds on the argument set out in Master Data as…
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Master Data as Applied Epistemology
Two systems disagree about a customer’s address. A survivorship rule quietly picks one, and the workflow moves on. What happened there matters: understanding the quality of that decision requires understanding the philosophy behind it. This post runs dry, but that groundwork is necessary for building real understanding, architecture, and strategy. Why does that frame matter?…
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Holding the Book
There’s something different about holding the physical copy versus seeing it on a screen for months. Every page catches something a digital review missed, a line break that lands wrong, a diagram that needs more breathing room, a paragraph that ran longer than it should have. Small fixes, but the kind that matter before this…
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Data Architecture Patterns: Decisions for the AI Era
Lambda, Kappa, Medallion, Data Mesh, Data Lakehouse, and Semantic Architecture show up in almost every data architecture overview, usually as boxes with a one-line description each. That’s fine as a glossary, but it doesn’t tell you much about what happens once you build one. Here we go a layer deeper: for each pattern, we cover…