Most fast‑moving consumer goods brands struggle to link C‑end QR‑code scans to actual sales, yet when used as a growth‑validation mechanism it provides real‑time, granular data, low‑risk experimentation, and a reusable data asset that drives sustainable revenue uplift.
This article introduces Douyin Group’s Data Asset Management Platform, explaining its shift from traditional metadata to comprehensive data assets, detailing the evolution, architecture, and applications of its full‑link big data lineage, and offering strategic guidance for building effective lineage systems.
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.
The article explains how recent policies make data asset inclusion in financial statements essential, outlines the concepts of data resources, assets and factors, describes the governance, assessment and lifecycle processes, and shows how this practice can boost financing, valuation and digital transformation for companies, economies and nations.
This article explains how enterprises transform raw data into valuable assets through four development stages, a triple‑entry accounting theory, and a detailed end‑to‑end process that covers data collection, resource building, product development, trading, evaluation, and financialization.
This article examines the definition, policy background, and significance of data asset rights in China, outlining how clear ownership structures can incentivize data production, promote circulation, resolve data silos, and support the rapid growth of the digital economy.
This article outlines the framework for data element circulation, identifies three major security and compliance challenges in data flow, and presents five practical measures plus a six‑step method for incorporating data assets into financial statements to enhance transparency and value.
This article explains the concepts of data resources, data assets, data elements, digital assets, data management, governance, and property rights, and outlines how data assets can be accounted for and transformed into digital assets for business value.
This article explains what data assets are, why a data asset catalog is essential for data governance, and provides a step‑by‑step framework—including identification criteria, value dimensions, construction phases, tool support, and core functional modules—to help enterprises systematically create, manage, and leverage a data asset catalog.
This article presents NetEase Yanxuan's comprehensive approach to building a tag and profile middle‑platform, detailing the concepts of tags and profiles, their business value, the platform's architecture and functional modules, and the methodologies for constructing tag systems and applying profiles to drive data‑driven operations.
Youzan’s data governance system treats petabyte‑scale data as a strategic asset, employing comprehensive collection, standardized management, lineage tracing, quality monitoring, and security auditing, then quantifies asset value through grading and dashboards, and delivers actionable services such as impact analysis and notifications, while addressing onboarding costs and value evaluation challenges.
