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Data Architecture

The Data Lakehouse: Merging Stability with Scale

Tajudeen Abdulazeez
January 15, 2026

The Architecture Dilemma

For years, organizations had to choose. Do you want the structured, high-performance query capabilities of a Data Warehouse? Or do you need the massive, low-cost storage flexibility of a Data Lake?

The Unified Solution

The Data Lakehouse paradigm shifts this narrative. By adding a metadata layer over a data lake, we can achieve ACID transactions and schema enforcement without sacrificing the ability to store unstructured data.

At ToraaGlobal, we help clients migrate to this modern architecture, enabling them to run BI reports and train AI models from a single, unified data source.


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