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Demystifying AI Industry Frameworks: How AI Maturity Is Defined and Measured
This article analyzes the approaches of AI industry frameworks to measuring AI maturity. Many organizations are rapidly expanding their use of AI while regulatory expectations continue to intensify. Parts 1–3 of this series examined how [...]
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Critical Data Elements: A Practitioner’s Perspective
The concept of critical data has been around for a long time. Multiple authors and [...]
Driving Data Initiatives: A Leadership Perspective
Data management is a priority for many organizations worldwide. Strong leadership in data initiatives is [...]
A Data Strategy: Theory vs. Practice. Part 2
This is Part 2 of the article "A Data Strategy: Theory vs. Practice." In [...]
A Data Strategy: Theory vs. Practice. Part 1
This is Part 1 of the Article "A Data Strategy: Theory vs. Practice." In [...]
Choosing Data Management IT Tools: An Approach
The previous article discussed the key trends and challenges of choosing appropriate IT tools [...]
Choosing Data Management IT Tools: Trends and Challenges
This is the first article of the series: “Choosing Data Management IT Tools.” In [...]
Data Management Maturity Trends 2019-2022
Understanding your organization's data management maturity level is critical to achieving business success in [...]
Data Management Frameworks in Use
Several well-known data management (DM) frameworks exist. However, many data management professionals worldwide still [...]
Data Management and Data Governance in a Nutshell
Lately, I’ve seen a lot of discussions on LinkedIn about the similarities and differences [...]
Data Management Framework: What, Why, and How?
We, data management professionals, often use the term “data management framework.” But do we [...]
Data Lineage: the Needs of and Benefits to Various Stakeholders
Data lineage is on the radars of business and data management professionals now more [...]
Poll: Which Data Management Maturity Model Do You Use in Your Company?
We regularly post polls on LinkedIn on topics of data management and data lineage [...]
Poll: Which Framework Have You Used (or Are Using) to Implement Data Management?
We regularly post polls on LinkedIn on topics of data management and data lineage [...]
Poll: What is the Data Management Maturity Level in Your Company?
Data management maturity level. We regularly post polls on LinkedIn on this topic. We [...]
Poll: Which Data Management Maturity Model Do You Use in Your Company?
Data management maturity models. We regularly post polls on LinkedIn on the topic. We [...]
Poll: What is the Data Management Parent Function in Your Organization?
Data management. We regularly post polls on LinkedIn on this topic. We want to [...]
Poll: Who is the Sponsor of Data Management Implementation in Your Company?
We regularly post polls on LinkedIn on topics of data management and data lineage [...]
Poll: Which Framework Have you Used (or Are Using) for Implementing Data Management?
We regularly post polls on LinkedIn on topics of data management and data lineage [...]
Poll: How Does Your Company Implement Data Management?
We regularly post polls on LinkedIn on topics of data management and data lineage [...]
Poll: What Kind of Automated Data Lineage Tools Do You Use to Record Data Lineage?
Data lineage. We regularly post polls on LinkedIn on this topic. We want to [...]
Poll: What Type of Data Lineage (DL) are You Currently Implementing?
Data lineage. We regularly post polls on LinkedIn on this topic. We want to [...]
Poll: The Progress of Data Lineage Implementation
We regularly post polls on LinkedIn on topics of data management and data lineage [...]
Setting up a Data Management Function Follows the Logic of Data Lineage Documentation
Are you interested to know more about setting up a data management function? The [...]
Integrated FP&A Shakes Hands with Data Management
You often read about one of the biggest business challenges: different business units working in silos. Business partnering is considered one of the means for overcoming it. Last week I found an excellent example of...
Business Partnering between Finance and Data Management through Driver-Based Modeling and Data Lineage
In this article I would like to talk about one possible area where cooperation between FP&A and Data management professionals can deliver mutually beneficial results. This area combines two independent concepts from FP&A and Data Management: driver-based modeling and data lineage...