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The Garbage In Problem

Garbage, Garbage Everywhere A common catchphrase within the IT community is “Garbage in, Garbage out”. You can best characterize most current data architectures as a collection...

Universal Dataset Interoperability is a Giant Leap Forward for IT

The Silver Bullet Current datasets do not interact freely and therefore remain data silos. Siloed datasets have hindered business and IT for over three decades. Conversely,...

ETL: Why You Cannot Trust Your Analytics Data

Data Transformations Cause Analytics Data Trust Issues Most data used for analytics has been transformed and integrated from multiple source datasets. This data transformation process introduces...

Data Compatibility Conforms to FAIR Data Principles

Datasets that Work Together in a Modular Data Fabric In a world of disparate, siloed datasets, the FAIR data principles have emerged as critical properties to...