A data management framework is a set of guidelines, policies, and procedures that organizations use to manage their data. A data management framework typically includes processes for data …

Developed by DAMA International ®, this guide provides a structured foundation for professionals, organizations, and educators to understand, implement, and continuously improve data …

Sep 8, 2025 · Our definitive guide to building a data management framework. Learn best practices for data governance, quality, security, ethics, and literacy.

Apr 12, 2022 · We, data management professionals, often use the term “data management framework.” But do we all have the same understanding of its meaning and the various …

Sep 4, 2025 · Build a data management framework that transforms scattered data into AI-ready assets with this step-by-step guide for 2026, plus actionable implementation strategies.

May 26, 2025 · The framework assists organizations by offering standardized practices for data governance, data quality, and metadata management. It aligns data processes with business …

Sep 24, 2021 · A data management framework is a model of the people, processes and policies that you need to succeed at managing enterprise data. We put data management frameworks …

What is the Data Management Framework? A data management framework is a structured approach to defining the processes, policies, technologies, and roles required to manage an …

Key Components of Data Management Framework A framework for data managers might involve business-specific provisions for data quality, validation, insight extraction, and reporting.

Jun 16, 2025 · This blog explores the key components and strategies for developing and implementing a successful data management framework. Why data management still fails …