Building on the legacy of RAISE, the mission of RAISE Suite is to deliver a one-stop-shop infrastructure that supports the full data lifecycle—by design. At its core, RAISE Suite introduces unified Machine Actionable Data Management Plans (ma-DMPs) to enable FAIR-by-design services from data collection to automated processing. The aim is to promote and facilitate the widespread adoption of FAIR principles across research communities, academia, and industry. To achieve this, RAISE Suite leverages the infrastructure developed under the EOSC RAISE Horizon Europe project—a distributed, crowdsourced data processing ecosystem. This infrastructure transforms the role of open data from static, downloadable resources into interactive, processable assets, marking a shift from data access to data action. By integrating technical, governance, and compliance mechanisms into a seamless platform, RAISE Suite acts as both an enabler and advocate for responsible, interoperable, and impactful data use across disciplines.