- Model simplification strategy means reducing complexity to improve performance and usability.
- In one project, we removed unused columns and tables from the data model.
- High-cardinality columns not required for analysis were excluded.
- We replaced calculated columns with measures where possible.
- Many-to-many relationships were replaced with bridge tables to reduce ambiguity.
- Aggregated tables were created for large fact tables to speed up visuals.
- We also limited page-level visuals to only key KPIs.
- Overall, simplification improves refresh time, query speed, and user experience.
What is model simplification strategy?
Updated on February 25, 2026
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