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Trending Topics in DG: How Does Data Governance...
July 17, 2025 šĀ Data Governance is Shifting from a Focus on Control to One of Strategic Value Creation A growing trend across indu...
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Data Management vs. Data Governance Operating M...
Recently, I started analyzing the dependencies between data management operating models and various data architecture...
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Data Governance vs. Data Management: Unpacking ...
For five years, Iāve investigated the different approaches to defining the concepts of data, information, and data go...
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Knowledge Graphs, Data Lineage, and Metadata Ma...
Knowledge graphs, metadata management, and data lineage are examples of new metadata capabilities that many companies...
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Embedded Product Thinking into Data: The Rise o...
šĀ Data products are governed, reusable, and user-focused assets designed to deliver measurable value. Unlike ad hoc ...
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Data Quality Risks are a Leading Cause of Proje...
Many organizations underestimate the complexity and severity of data-related risks. Poor documentation, semantic mism...
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What is a Data Product?
The term ādata productā originated from data science. At least, I first heard this term from data scientists. My late...
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Business Drivers for a Data Lineage Initiative
A company should have strong drivers to start the data management, particularly data lineage initiative. These initia...
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The Metamodel of Data Lineage
In this section, we combine and link all data lineage layers and components in a graphical format. Data lineage can b...
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