Industry Insights
From data element to data asset: the next stage of enterprise intelligence
September 12, 2025动点研究院
Data is shifting from a by-product to a core asset. This piece discusses governance, metrics and security so that data truly creates value.
Why data has not become an asset
Most enterprises do not lack data — they lack trustworthy data. Inconsistent definitions, uneven quality and unclear ownership make analysis hard to trust, so data stays at the stage of a resource.
Three key moves
First, governance: clarify sources, owners and quality rules. Second, metrics: converge scattered definitions into one shared business language. Third, security: make data safe to use under compliance.
Our view
In the next three to five years, the ability to turn data into an asset will directly shape decision efficiency. In the end, competition in intelligence is about governance and cognition, not the number of tools.