Bartosz kwitkowski SJ5 Tm RRSM1 U unsplash
09.04.2026

brAInfood: From testing environment to sandbox

Certain laws and regulations can be deliberately and proactively used to drive innovation and create broader prosperity. This is particularly relevant for fast-growing technologies such as AI.

Experimentation is essential for this: both for companies wishing to test new AI applications and for governments wanting to make regulations future-proof and innovation-friendly.

The space for experimentation is increasingly taking shape through instruments such as testbeds, pilot projects, or regulatory sandboxes: environments in which groundbreaking ideas can tested in a controlled setting.

However, the multitude of terms sows confusion: what exactly do these instruments mean and how do they differ from one another? In this brAInfood, we provide an overview of the various instruments, examine the legal basis, and present several examples. 

This brAInfood was developed in collaboration with the Social and Economic Council of Flanders (SERV).

 

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brAInfood: From testing environment to sandbox (pdf, 405KB)

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About

This brAInfood was developed in collaboration with the Social and Economic Council of Flanders (SERV).

The brAInfood is available under a CC BY-NC-ND 4.0 licence. This means that this publication may be shared under the following conditions:

  • Attribution: You must correctly attribute the licensor, the Knowledge Centre Data & Society, include a link to the licence and indicate whether any changes have been made. This may be done in any reasonable manner, as long as it does not give the impression that the licensor endorses you or your use.
  • Non-commercial: You may not use the material for commercial purposes.
  • No Derivatives: If you remix, transform, or build upon the material, you may not distribute the modified material.

     

COPYRIGHT IMAGEs and illustrations

Cover illustration by Bartosz Kwitkowski via Unpslash
The illustrations in this brAInfood were created by Toast Confituur Studio