Analytics Architecture Articles

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2/19/2026 • EN

Data Virtualization and the Semantic Layer: Query Without Copying

Explains how data virtualization and a semantic layer enable querying distributed data without copying, reducing costs and improving freshness.

Analytics Architecture Data Pipeline Data Virtualization Etl Semantic Layer

Alex Merced

2/19/2026 • EN

Headless BI: How a Universal Semantic Layer Replaces Tool-Specific Models

Explains Headless BI and how a universal semantic layer centralizes metric definitions to replace tool-specific models, enabling consistent analytics.

Analytics Architecture Bi Tools Data Modeling Headless Bi Semantic Layer

Alex Merced

Analytics Architecture Articles

Data Virtualization and the Semantic Layer: Query Without Copying

Headless BI: How a Universal Semantic Layer Replaces Tool-Specific Models

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