As the new industrial revolution characterized by digitalization，networking，and intelligence progresses，the digital economy paradigm has gradually been established，promoting the rapid development of data valorization，digital industrialization，industrial digitalization，and digital governance. In this context，Data-Intelligence Empowering has become a core driver for transforming economic and social structures，optimizing organizational production management，and restructuring human lifestyles. This paper analyzes the “digitalization” process in informational construction and the “Data-Intelligence” leap，deeply exploring the interactive mechanisms between informational construction and Data-Intelligence Empowering. Informational construction，serving as the pivotal role in the transition from an industrial to a digital economy，is not only the foundation for the realization of Data-Intelligence Empowering but also displays new directions for development under its influence. To advance informational construction，it is necessary to integrate internal and external information resources，eliminate data silos，build a large information ecosystem，enhance digital literacy and capabilities，and merge innovative infrastructure to enable immediate data intercommunication and optimal resource allocation. Moreover，in the major trend of Data-Intelligence Empowering in informational construction，it is crucial to pay close attention to data governance，security，and ethical issues to ensure a balanced progression of the new leap in informational construction，thereby accelerating the rapid development of new productive forces and injecting strong momentum into China’s modernization.