Data Practical Notes

Jul 17, 2025 · Industry Insights

Data Asset Valuation: Measuring Real ROI from Digital Investments

This article examines why enterprises doubt data asset value, defines true data assets, presents a cost-vs-output model for valuation, introduces a rough estimation formula, emphasizes lifecycle management, and outlines three key practices to make data assets valuable: standardization, business integration, and quantified governance.