- Model extensibility means the data model can easily accommodate new business requirements without major redesign.
- For example, if the business introduces a new product category, we should add it to the existing Product dimension without changing the fact structure.
- In one project, we added a new sales channel (Mobile App) by extending the Channel dimension.
- Because we had a proper star schema, we didn’t need to modify existing reports.
- We just inserted new dimension records and updated ETL logic.
- Extensibility also means we can add new attributes or new fact tables smoothly.
- The goal is to minimize impact on existing dashboards and downstream systems.
What is model extensibility?
Updated on February 23, 2026
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