Is Junk Metadata a Data Catalog Risk?
Many of us know what a hoarder is. There have been shows about individuals who fill their dwellings with what…
Data Articles
Metadata-Driven Data Warehouses are Ideal
A metadata-driven data warehouse (MDW) offers a modern approach that is designed to make EDW development much more simplified and faster. It makes use of metadata (data…
Machine Learning Factors for Project Managers
Machine learning model…. Cloud deployment strategies…. BANG ZOOM WOW!! OK now that I have your attention, let’s talk shop! Deploying…
A Data Governance Self-Assessment Test
The purpose of this article is to provide a model to conduct a self-assessment of your organization’s data environment when…
Governing Agile Teams – Part 2 of 2
Agile teams are being governed, and often not governed well. That is because agile teams work in a much different…
Non-Invasive Data Governance Q&A
What’s new in the world of non-invasive data governance? I am glad you asked. I participated in a couple of…
Agile Business Facilitated by Information Architecture & SAFe
This article attempts to analyze and make sense of a harmonization between Information Architecture and SAFe, and will address how…
Data Governance Checklist for Auditing Reports
An integral part of organizational data comprises of customer and employee data. This data is used for important decision making…
New Approach to Reference Data Management in Pharma
Data supply chains in pharma and life sciences are generally long and complex. They typically involve multiple business units, both…
Data Governance Benefits and the Trifecta of People, Process, and Technology
A client recently asked me to summarize the benefits of data governance and the three main elements of data governance…