Data Principal

€2.1 Million in Dead Stock Started with a Slide Deck

The AI strategy was approved in six weeks. Nobody talked to the data team. The model shipped on ghost records and duplicate customers. This is how it…

Mar 3 • Can Artuc

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February 2026

AI vs Human Judgment: Built on a Shrinking Foundation

The constraint was never the data itself. It was who could read it.

Feb 10 • Can Artuc

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January 2026

The Press Release Was in Two Days

We were a stock exchange company. A public announcement was scheduled. And GDPR Article 17 was not optional.

Jan 28 • Can Artuc

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Six Data Shifts That Will Define Enterprise AI in 2026

$19B in M&A consolidation signals data infrastructure is the new AI moat. Decision makers need to know about vendor dynamics, build vs buy, and…

Jan 5 • Can Artuc

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December 2025

AI Development Tools and the Architect's Role: Lovable's $330M Funding Changes Everything

Lovable raised $330M at $6.6B. 100K projects daily. Here's how architects must evolve when anyone can ship by lunch or risk becoming the bottleneck in…

Dec 20, 2025 • Can Artuc

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The Good, Bad, and Ugly: Data Mesh

Imagine every team in your company treating data the way a chef treats their signature dish: they shop for the ingredients, cook the meal, and proudly…

Dec 6, 2025 • Can Artuc

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November 2025

What are the Differences Between Data Duplication and Replication?

Data duplication and replication are two commonly used terms in data management that refer to copying data from one location to another.

Nov 8, 2025 • Can Artuc

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Data Obfuscation will not Anonymize You

Data obfuscation is a key concept of GDPR and other data privacy laws in general, but it doesn’t anonymize you as a person. Here is why, based on…

Nov 7, 2025 • Can Artuc

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Weather Effect for Movie/Series Recommendations

When we are building a recommendation engine for movies and series, there was another very important metric rather than genre: Weather

Nov 6, 2025 • Can Artuc

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