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2 articles

Abstract visualization of a data fabric architecture connecting various data sources with glowing lines, representing unified data access.

What is Data Fabric Architecture? Core Components and Benefits Explained

Unlike traditional data warehouses that demand costly physical consolidation, a data fabric provides a logical framework connecting disparate systems while maintaining data in place, promising unified

Helena Strauss·September 16, 2026

Futuristic AI interface organizing chaotic data streams, symbolizing the correction of AI metadata for enterprise success.

Data & Automation

What is AI Metadata Correction for Enterprises?

By 2026, a staggering 60% of all enterprise AI projects are predicted to fail because the underlying data isn't ready for machine consumption, according to Gartner and ovaledge .

Helena Strauss·August 26, 2026