S1 E1 | Building Data Architecture from Scratch: Cloud, Data Mesh, and the Real-World Tradeoffs
Apr 15, 2025
•
Kris Peeters & Thorsten Foltz - The Data Playbook Podcast
Cloud vs on-prem, US tech risks, data mesh, team dynamics & the hidden costs behind “modern” data platforms—hard truths for data leaders.
What does it really take to build a modern data architecture from the ground up?
In our very first episode of The Data Playbook, host Kris Peeters, founder and CEO of Dataminded, sits down with Thorsten Foltz, seasoned data architect and engineer, to unpack what works (and what doesn’t) when designing scalable, future-proof data platforms.
With a focus on real-world tradeoffs, this episode explores:
Cloud vs on-prem vs hybrid: how to choose the right infrastructure
The rise of Data Mesh and when it actually makes sense
Why fake news isn’t just a media problem—it’s a data problem inside companies too
Vendor lock-in, cloud sovereignty, and the growing relevance of European alternatives
The balance between open source and managed services: cost, control, and complexity
Why team culture and communication often make or break your data strategy
What engineers can really expect from LLMs in the data stack (spoiler: they're not replacing data modeling any time soon)
Whether you're a data engineer, architect, analyst, or tech leader, this conversation goes far beyond buzzwords. You’ll hear practical lessons, hard-earned insights, and a few uncomfortable truths about how companies actually manage data today—and how they should rethink it for tomorrow.
Latest
Data Science vs Data Engineering: Breaking the Wall
Breaking the wall between data science and data engineering with practical lessons on testing, notebooks, and production-ready data work.
A Structured Framework for Building Successful Data Solutions
In this episode we talk with Frederic Vanderveken about a practical framework to make sure you’re building the right data solutions.
Data Engineering Meets Excel: Building Explainable and Reliable Decision Models with River Solutions
How River Solutions turns messy Excel models into explainable, reliable decision tools for analysts and leaders.



