Data Integration and Governance
Dec 18, 2025 · Big Data
Understanding the Four Stages of Data Value: From Raw Resources to Monetizable Capital
The article clarifies the four data concepts—resource, asset, capital, and factor—explains their distinct criteria, common pitfalls, step‑by‑step implementation methods, and real‑world examples, showing how enterprises can transform raw data into profitable, shareable assets.
Data AssetData CapitalData Factor
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