A Structured Framework for Building Successful Data Solutions

Dec 11, 2025

Frederic Vanderveken & Kris Peeters

In this episode we talk with Frederic Vanderveken about a practical framework to make sure you’re building the right data solutions.

Most big data initiatives fail. In this episode of The Data Playbook, Kris talks with Frederic Vanderveken about a practical framework to make sure you’re building the right data solutions before a single line of code is written.

Instead of starting from tech (platforms, LLMs, tools), Frederik shows how to:

  • Align with business strategy first

  • Find a small, motivated customer team (e.g. marketing, operations)

  • Run problem discovery interviews that reveal real pains, not just annoyances

  • Map the current journey and treat existing workarounds as your competition

  • Identify value gaps along dimensions like simplicity, integration and automation

  • Prioritise solutions with five lenses: customer, growth, money, pragmatic, differentiator

  • Use the scientific method and experiments (MVPs, fake backends, low-code) to validate assumptions

  • Build a quantifiable business case and define clear success metrics upfront

If you’re a Head of Data, CDO or data product owner tired of “cool” projects that don’t deliver value, this episode gives you a concrete playbook to select and validate your next big data initiative.

🎧 Listen to more episodes of The Data Playbook for real-world stories on data platforms, GenAI, data products and cloud independence from Europe’s leading data practitioners and leaders.

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© 2025 Dataminded. All rights reserved.


Belgium

Vismarkt 17, 3000 Leuven - HQ
Borsbeeksebrug 34, 2600 Antwerpen

Vat. BE.0667.976.246

Germany

Spaces Tower One, Brüsseler Strasse 1-3, Frankfurt 60327, Germany

© 2025 Dataminded. All rights reserved.


Belgium

Vismarkt 17, 3000 Leuven - HQ
Borsbeeksebrug 34, 2600 Antwerpen

Vat. BE.0667.976.246

Germany

Spaces Tower One, Brüsseler Strasse 1-3, Frankfurt 60327, Germany

© 2025 Dataminded. All rights reserved.