What is a unified data model?
A single business structure for describing the same kind of data across different systems, reducing differences in format and naming between them.
In detail
Even for the same “customer”, field names and structures can differ completely across ERP, CRM and e-commerce platforms. A unified data model first defines a standard “customer” structure and converts each system's data into it, so integration and analytics only have to deal with one format.
For example
Map “customer number”, “customer code” and “buyer_id” from three systems to a single standard field, “customer ID”.
How companies use it
Most valuable when you have many systems and frequently add new integrations; it can be planned together with ontologies and semantic mapping.
Common misconceptions
Trying to cover every field at once. Unify the most used and most critical parts first, and add the rest as needed.
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