Technical Debt & Economics | Thomas Nys

Technical Debt Cost Calculation

Technical Debt Cost Calculation

The Second-System Effect in Data Platforms

The Second-System Effect in Data Platforms

Cost-Aware Data Engineering - FinOps for Data

Cost-Aware Data Engineering - FinOps for Data

Technical Debt Productivity Loss

Technical Debt Productivity Loss

The €250K Migration That Didn't Need to Happen

The €250K Migration That Didn't Need to Happen

mise en place for data teams

mise en place for data teams

Technical debt CI/CD impact - fast shipping requires fast fixing capabilities

We Shipped Fast. We Paid Slowly

Technical debt compounding costs - data platform interest rate for CTOs

Technical Debt Is Like Credit Card Interest - It Compounds

Data team operating model - escaping the internal consultancy trap

Data Consultancy vs Data Products - The Expensive Confusion

AI project failure causes - data infrastructure gaps that kill initiatives

Why Your AI Project Failed at the Data Layer