Tag: Data Modeling

Distributing Facts and Dimensions: Governance, Access & Ownership

Building facts and dimensions is only part of the challenge. This article explores how certified data should be distributed across the organization through controlled access paths, ownership models, governance processes, and support structures.

Flat Tables vs. Snowflake Semantic Models: The Ultimate BI Data Debate

Structuring data for BI is a key decision that impacts performance, scalability, and data consistency. This article compares flat tables and semantic models, highlighting the strengths and trade-offs of each. Learn how a hybrid approach can offer the best of both worlds—combining consistency, flexibility, and efficient analytics across tools and teams.

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