The CERTAIN project (Certification for Ethical and Regulatory Transparency in Artificial Intelligence) has officially launched, setting the stage for significant advancements in the AI and data value chain. Supported by the European Commission’s Horizon Europe funding, CERTAIN aims to deliver solutions that ensure data holders, dataspaces, AI system providers, and deployers comply with European regulations in a timely and cost-effective manner.