Data Governance Data Governance Trends 2026: Practitioner View
The 10 data governance trends shaping 2026 — from EU AI Act enforcement to active metadata, agentic AI governance, and the death of the static catalog.
All Articles
113 articles on data governance and management
Data Governance MDM Matching and Survivorship: The Complete Playbook
How MDM matching and survivorship actually work: deterministic vs fuzzy rules, threshold bands, per-attribute survivorship, tuning, and unmerge — from practice.
Data Management What is Data Lifecycle in Master Data Management (MDM)?
Master data management governs data from capture to purge. Learn how each MDM lifecycle stage works to keep critical business data accurate and trustworthy.
Data Governance Data Quality Rules: Ensuring the Reliability of Your Data
Data quality rules enforce accuracy, completeness, and consistency across enterprise data.
Data Management Understanding the Golden Record in Master Data Management
What a golden record actually is, how matching and survivorship build one, why false merges hurt, and how to keep golden records trustworthy — from an MDM practitioner.
Data Governance What Is Information Governance? Practitioner's Guide for 2026
Information governance vs data governance, the regulatory drivers, the operating model that works in 2026, and the IG mistakes that get programs defunded.
Data Management What Is a Distributed Database? A Practical Guide
Distributed databases explained: replication, partitioning, consistency models, and what eventual consistency means for data quality, lineage, and governance.
Data Management Reference Data: The Small Data That Breaks Big Systems
Reference data explained: how it differs from master data, external standards vs internal codes, the crosswalk problem, and how to govern code lists properly.
Compliance Data Governance in Financial Services: 2026 Guide
A practitioner's guide to data governance in financial services: BCBS 239, SR 11-7, DORA, data lineage, CDEs, and council design that survives examination.
Data Management Developing a Comprehensive Data Strategy: 9 Key Steps for Success
Unlock the potential of your organization's data with a comprehensive data strategy that drives insights, efficiency, and competitive advantage.
Data Management Harnessing Open Source Power: Mastering Data Management | Open Source MDM Tools
Discover how Fortune 500 companies leverage open source MDM tools to manage their data. Dive deep into MDM data sources, the types of MDM tools
Data Governance SAP Master Data Governance (MDG): A Practitioner's Guide
SAP Master Data Governance explained: central governance, consolidation, replication, MDG vs standalone MDM platforms, and when MDG is the right choice.
Data Management Data Management Best Practices for Small Businesses: A Roadmap to Success
Discover the essentials of data management best practices for small businesses. Learn strategies, avoid pitfalls, and leverage the right tools for success.
Data Management Driving the Future: How to Foster a Data-Driven Culture in Your Company
Unleash the power of a data-driven culture in your company. Explore strategies for data literacy, informed decision-making, and sustained growth.
Data Governance Data Classification for Data Governance: A Practical Guide
Discover the crucial role of data classification in data governance, boosting security, streamlining management, and ensuring regulatory compliance.
Data Governance Data Governance Maturity Model: The 5 Levels and How to Advance
The data governance maturity model explained: what each of the five levels looks like in practice, how DAMA, CMMI, and other models compare, and how to assess where you stand.
Data Governance What Does a Data Governance Analyst Do? Inside the Role in 2026
Learn what a data governance analyst does in 2026: responsibilities, required skills, tools, and how the role has expanded beyond compliance into AI and MDM.
Data Management Data Harmonization 101: Streamlining Your Data Management
Dive into the world of data harmonization and discover its importance in data management, its processes, applications, and challenges.
Data Management Data Engineering for Streaming Data: Tools, Techniques, and Best Practices
Explore Data Engineering for Streaming Data, master tools & techniques to process real-time data, and boost your organization's decision-making.
Data Management Understanding Data Lakes: The Key to Unleashing Your Data's Full Potential
Explore our comprehensive guide to understanding data lakes, their components, benefits, and best practices for effective data storage and analytics.