Name in original language
Sandkëscht — Bac à Sable Règlementaire
Initiative overview
The programme operates according to five guiding principles: proactivity, to anticipate risks related to data management in AI; collaboration, through open dialogue between organisations and CNPD agents; experimentation, to test new technologies and approaches; agility, through an iterative approach to identify and resolve data protection issues early; and result-orientation, focused on achieving privacy-respecting, regulation-compliant innovation.
The sandbox follows a structured four-step mechanism: defining objectives and success criteria, evaluating alternative approaches, implementing actions, and monitoring progress. The CNPD does not provide IT infrastructure, the participating organisation retains full responsibility for its own systems throughout the experimentation.
Information exchanged between the CNPD and participating organisations is treated confidentially.


























