The Data Governance (R)Evolution

Data governance continues to evolve – and quickly. Historically, Data Governance 1.0 was siloed within IT and mainly concerned with cataloging data to support search and discovery. However, it fell short in adding value because it neglected the meaning of data assets and their relationships within the wider data landscape. Then the push for digital transformation and […]

Data management and data governance are now more important than ever before. The hyper competitive nature of data-driven business means organizations need to get more out of their data than ever before – and fast. A few data-driven exemplars have led the way, turning data into actionable insights that influence everything from corporate structure to […]

Due to the adoption of data-driven business, organizations across the board are facing their own enterprise data dilemmas. This week erwin announced its acquisition of metadata management and data governance provider AnalytiX DS. The combined company touches every piece of the data management and governance lifecycle, enabling enterprises to fuel automated, high-quality data pipelines for […]

Big Data is causing complexity for many organizations, not just because of the volume of data they’re collecting, but because of the variety of data they’re collecting. Big Data often consists of unstructured data that streams into businesses from social media networks, internet-connected sensors, and more. But the data operations at many organizations were not […]

Data governance and business process management must be linked. Following the boom in data-driven business data governance (DG) has taken the modern enterprise by storm, garnering the attention of both the business and technical realms with an explosion of methodologies, targeted systems and training courses. That’s because a major gap needs to be addressed. But […]

Executive business intelligence (BI) reporting can be incomplete, inconsistent and/or inaccurate, becoming a critical concern for the executive management team trying to make informed business decisions. When issues arise, it is up to the IT department to figure out what the problem is, where it occurred, and how to fix it. This is not a trivial […]

The five pillars of data governance readiness should be the starting point for implementing or revamping any DG initiative. In a recent CSO Magazine article, “Why data governance should be corporate policy,” the author states: “Data is like water, and water is a fundamental resource for life, so data is an essential resource for the […]