Data Value Density
Definition
Measures the strategic ROI of data cloud platform assets by comparing the business value generated to the total cost of ownership (TCO) of the data product. This KPI shifts the focus from cost-cutting to value-maximization. A higher ratio indicates a high-margin data product that generates significant business utility, while a ratio approaching or falling below 1.0 signals a “value leak” where the cost of maintaining the data exceeds its benefit.
Formula, as published
Data Value Density = Total Business Revenue or Value Index / Total Data Platform TCO
- Data sources:
- End-to-end Data Cloud Platform cost reports Product analytics or user engagement telemetry Finance or capital allocation systems
Calculate it
Example values to start with; replace them with yours.
From the FinOps Foundation
More Unit Economics KPIs
Definition and formula: Data Value Density, FinOps KPI library, FinOps Foundation, licensed CC BY 4.0, read 16 Oct 2026. Changed: HTML removed, dashes and British spellings changed, formula split from its data sources and examples. The calculator and the notes are Finitizer’s.
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