Data Governance Bottom-Up Approach is Alive
Top Down vs. Bottom Up Have you heard the terms “top-down” or “bottom-up” associated with approaches to Data Governance? If…
Data Management Articles
Data Management Articles
Data Management’s Next Frontier is Machine Learning-Based Data Quality
Regardless of how accurate a data system is, it yields poor results if the quality of data is bad. As…
Data Quality Is In the Eye of the Beholder
We know the phrase, “Beauty is in the eye of the beholder.”1 In this article, I will apply it to…
Current State Analysis of Your Data – Part 3 – Data Culture
This article is the third in a series taking a deep dive on how to do a current state analysis…
Why Does Multi Domain Master Data Management Matter?
The global master data management (MDM) market is estimated to grow from USD 1.6 billion in 2019 to USD 3.4…
How to Be a Data Shaman
My new book, Data Model Storytelling[i], describes how data models can be used to tell the story of an organization’s…
Current State Analysis of Your Data – Part 2 – Data Freshness
This article is the second in a series taking a deep dive on how to do a Current State Analysis…
How Chief Data Officers Overcome Key Challenges
The role of a Chief Data Officer (CDO) is relatively new and hence, laden with many new challenges. But knowing…
Current State Analysis of Your Data – Part 1
Whether you’re stepping into a new organization as a data lead or trying to overhaul your data infrastructure, the first…
Data Governance is a Team Sport
As companies realize the importance of data as a driver to their long-term viability, data governance is a topic that…