AI-SPRINT “Artificial intelligence in Secure Privacy-preserving computing continuum” is poised to develop a novel framework for developing and operating AI applications, together with their data, exploiting computing continuum environments. Key outputs include novel tools for AI applications development, secure execution, easy deployment, as well as runtime management and optimisation, which will help to overcome current technological challenges in exploiting resources in the edge-to-cloud continuum in terms of flexibility, scalability of analytics, interoperability, energy efficiency, security and privacy.