Stephan M. Liozu

AI in manufacturing isn’t failing. Your data is.

Many manufacturing AI initiatives are failing because companies are investing in advanced technology without first establishing a governed, integrated, and trustworthy data foundat…

Your data platform isn’t your data strategy: Why “manage it later” is the lie that breaks AI

This article argues that a data platform (like a data warehouse or lakehouse) is *not* enough for successful AI implementation. While data platforms store and process data, a separ…

Reusability is not a data engineering concern—it’s a growth strategy

This article argues that treating reusable data products as merely a “nice-to-have” is a significant economic mistake. Instead, organizations should prioritize reusability as a cor…