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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AI Governance: A Structural Perspective for Practitioners
As an architect, I’m watching a still-immature space, one where organisations are throwing themselves into AI faster than the structure around it can keep up. I keep seeing the same moment play out, usually right after something goes slightly wrong: who was supposed to be watching this? A chatbot gives a customer bad advice. A…
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The Structure Behind Data-Driven Decisions
Every organisation that claims to be “data-driven” is really making a bet on a structure it rarely talks about: the data architecture. It’s the reason a dashboard shows the right number, the reason a report doesn’t break when a new product line launches, and the reason two teams looking at “revenue” actually mean the same…
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Clear roles. Stronger governance. Better data.
Data governance often fails not because organizations lack policies or tools, but because nobody is quite sure who is supposed to do what. A data quality issue surfaces, and three teams point at each other. A new data product needs an owner, and the request stalls in email threads. A security exception is requested, and…
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Where Medallion Architecture and Canonical Models Actually Meet
Medallion architecture has become the default mental model for organizing a data platform: land raw data in Bronze, clean and conform it in Silver, serve trusted, business-ready data from Gold. It’s simple, it’s intuitive, and it works, right up until three teams build three different “customer” tables and nobody can agree on the number in…