White Paper

Unified Data Model: for Data Unification

Unified Data Model: for Data Unification

Pages 27 Pages

The "Unified Data Model: Applying Generative AI for Data Unification" white paper addresses the critical challenge of data fragmentation in industrial sectors like midstream oil and gas, where over 80% of data remains unanalyzed due to silos and inconsistent naming conventions. It proposes a generative AI-driven framework that automates data ingestion, normalization, semantic tag mapping, anomaly detection, and intelligent tag recommendation, integrating these with knowledge graphs to create a scalable, unified data model.

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