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data elements

5 articles · Page 1 of 1
Frontline Investigation
Frontline Investigation
Jun 17, 2026 · Industry Insights

Data Elements × AI: Why Real Deployment Requires Rebuilding Data Governance, Not Swapping Models

The article argues that successful AI deployment depends on robust data governance — usable, trustworthy, and circulatable data — rather than model upgrades, citing China's 'Data Elements ×' policy progress and the rise of autonomous agents that demand traceable, permissioned data foundations.

AI DeploymentChina policyData Governance
0 likes · 15 min read
Data Elements × AI: Why Real Deployment Requires Rebuilding Data Governance, Not Swapping Models
Data Integration and Governance
Data Integration and Governance
Apr 10, 2026 · Fundamentals

What Are Data Elements and Why They Matter for Business Value

The article explains the concept of data elements—data that is organized, shared, and applied to create continuous business value—by outlining their definition, common challenges such as scattered, messy, and unstable data, and how integration tools like FineDataLink help turn raw data into usable assets.

Business IntelligenceData Governancedata elements
0 likes · 9 min read
What Are Data Elements and Why They Matter for Business Value
Data Integration and Governance
Data Integration and Governance
Dec 31, 2025 · Big Data

Do You Really Understand Data Elements? How to Turn Raw Data into Business Value

The article explains what data elements are, why they matter for efficiency and market competition, and provides a step‑by‑step framework—including data inventory, standardization, governance, and application—to help enterprises transform raw data into valuable, actionable assets while avoiding common pitfalls.

Data AssetData GovernanceEnterprise Data
0 likes · 9 min read
Do You Really Understand Data Elements? How to Turn Raw Data into Business Value
AI Cyberspace
AI Cyberspace
Oct 24, 2024 · Fundamentals

What Is a ‘Digital’? Understanding Numbers, Digitization, and Data Elements

The article explains that a ‘digital’ is an information representation, defines digitization as the process of converting physical information into digital form, describes data elements as a new production factor in the digital age, and discusses how digital transformation reshapes enterprise operations, concluding with a brief survey invitation.

data elementsdigital transformationdigitization
0 likes · 5 min read
What Is a ‘Digital’? Understanding Numbers, Digitization, and Data Elements