Technical Debt & Economics | Thomas Nys

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

Legacy modernization strategy - when to replace versus wrap aging systems

Legacy Modernization: Break or Transform

GenAI implementation risks - why 30% of projects fail after proof-of-concept

GenAI Risks: The Billion-Euro Wake-Up Call

Cloud cost waste statistics - FinOps ownership gaps that drain budgets

FinOps Reality Check: 60% Wasted Spend

Technical debt maintenance costs - strategies to reduce 40% engineering overhead

3 Ways to Escape the 40% Maintenance Trap

Data platform migration timeline - why lakehouse projects exceed estimates

The Migration That Took Three Years