Data Quality Trends Expose the Gap Between Effort and Results
This article explores data quality trends and what they reveal about the development of data quality management practices. As the [...]
Data Lineage Trends Reveal Interconnected Implementation Challenges
This article explores data lineage trends from 2019 to 2025, focusing on capability development, implementation challenges, and business value. This [...]
Trends in Data & Application Architecture Reveal Integration Gaps
This article discusses evolving trends in data and application architecture maturity. This article is the fourth one in the Data [...]
Data Modeling Trends Signal Business Alignment Challenges
This article discusses evolving trends in data modeling capability. This article is the third one in the Data Management Maturity [...]
Data Governance Trends Reveal Execution Gaps.
This article discusses evolving data governance development trends at the enterprise level. This is the second article in the Data [...]
What Development Trends in Holistic Data Management Reveal About Strategic Readiness
This article explores data management development trends from 2019 to 2025 and what they reveal about strategic readiness. This article [...]
Do We Still Need DM Strategy? Part 2: Rolling the DM & AI Strategy
In this article, I want to introduce you to a new concept for rolling DM and AI strategy. In the [...]
Do We Still Need a DM Strategy? Part 1: Clarifying the Landscape.
The data management strategy challenge begins when long-term planning meets fast-changing business and technology. Some professional conversations stay with you [...]
Data Governance Roles: From Coordination to Organizational Control
Data governance roles are not simply senior stewards. They form a distinct layer in any organization—one focused on designing, embedding, [...]
Data Steward: From Business Expert to Data Professional
This article discusses the data steward role evolution. In the previous article in this series, we examined how data governance [...]