The current generation of new technologies，such as information and energy，are widely integrated and developed across fields，driving the transformation of socio-economic operation models and modes of production，and giving birth to the fifth industrial revolution. The Party and the state place high importance on the significant opportunities brought about by the technological revolution，and have successively issued a series of programmatic documents to comprehensively deploy the strategy of Digital China. Looking at the development of human society and economy，the integration of key infrastructure and general-purpose technologies is the foundation of scale industrialization system. The new growth model built upon Data-Intelligence Empowering，with digitalization，networking，and intelligence as the core dynamics，requires bidirectional travel between an upgrade in the systematic cognition of the transformation entities and high-quality supply of Data-Intelligence services. This article，combining the concept and practice of Data-Intelligence transformation，systematically expounds on the system architecture of “Ability as a Service” for Data-Intelligence Empowering transformation development，as well as its key role in the operational practice of Data-Intelligence Empowering，providing a reference for organizations to systematically build Data-Intelligence capabilities.