Unlock Business Growth with the Three‑Element and Four‑Movement Data Asset Framework
This article explains why data is a new production factor, introduces the “three elements” (organization & awareness, processes & standards, platforms & tools) and the “four‑movement” (inventory, assessment, governance, sharing) framework for data asset operation, and shows how it drives digital transformation, efficiency and innovative business models.
Data, as a new production factor, plays a pivotal role in enterprise digital transformation. This article introduces the “three elements” – organization and awareness, processes and standards, platforms and tools – and the “four‑movement” framework – data asset inventory, assessment, governance, and sharing. Multiple industry cases demonstrate how data asset operation promotes digital transformation, improves business efficiency, and enables innovative business models. The report emphasizes the strategic significance of data asset operation for long‑term corporate development and offers recommendations for building and optimizing a data asset operation system.
Data Thinking Notes
Sharing insights on data architecture, governance, and middle platforms, exploring AI in data, and linking data with business scenarios.
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