COMPEL Glossary / regulatory-sandbox
Regulatory Sandbox
A regulatory sandbox is a controlled, supervised environment established by a regulatory authority where organizations can test innovative AI applications under relaxed or modified regulatory requirements, with close regulator oversight and structured learning objectives.
What this means in practice
Sandboxes provide a mechanism for innovation to proceed when existing regulations do not clearly apply or would prohibit potentially beneficial applications, while protecting the public through controlled conditions and monitoring. For organizations developing novel AI applications, sandbox participation offers both regulatory risk reduction and valuable early engagement with regulators. In COMPEL, regulatory sandboxes are part of the proactive regulatory engagement strategy covered in Module 3.4, Article 3, where the AITGP designs approaches for constructive regulatory interaction.
Why it matters
Regulatory sandboxes provide a mechanism for testing innovative AI applications under supervised conditions when existing regulations are unclear or restrictive. Participation offers regulatory risk reduction, valuable early regulator engagement, and the opportunity to shape reasonable requirements before they are finalized. Organizations that leverage sandboxes can innovate in regulated domains where competitors without regulatory relationships cannot.
How COMPEL uses it
Regulatory sandboxes are part of the proactive regulatory engagement strategy covered in Module 3.4, Article 3, designed during the Model stage. The Governance pillar tracks sandbox participation as a strategic regulatory activity. The Evaluate stage measures the value of sandbox learnings, and the Learn stage captures insights from sandbox experiences to inform future regulatory engagement and compliance strategies.
Related Terms
Other glossary terms mentioned in this entry's definition and context.