Data Lineage: Challenges and Trends 2025. Part 2: Data Management and Governance Making Lineage Work
This article examines the challenges and trends in data lineage. Now, we focus on those that arise from data management [...]
Data Lineage: Challenges and Trends 2025. Part 1. Why Data Lineage Matters—And How the Landscape Is Shifting.
Part 1 of the article discusses technological trends and challenges in data lineage documentation. Understanding the Relationship Between Drivers, Challenges, [...]
Tracking Maturity: A Five-Year Perspective on The Data Chain Management
This article discusses 5-year maturity trends in the data lifecycle management capability. This is the fifth article in the series [...]
Critical Data Elements: A Practitioner’s Perspective
The concept of critical data has been around for a long time. Multiple authors and experts in the field, like [...]
Knowledge Graphs, Data Lineage, and Metadata Management: Similarities and Differences
Metadata management (MM), knowledge graphs (KG), and data lineage (DL) are data management capabilities that have a lot of [...]
Knowledge Graphs, Data Lineage, and Metadata Management: Architecture and Technology
Now, we will look at the similarities and differences in data architecture and technology required to realize these three [...]
Knowledge Graphs, Data Lineage, and Metadata Management: Business Drivers
A company meets various challenges that drive it to develop advanced data management capabilities. I investigated multiple sources. Below, [...]
Knowledge Graphs, Data Lineage, and Metadata Management: Introduction
The business environment has become very dynamic, uncertain, and volatile. Many companies understand the role of data in getting [...]