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Executive Summary: Building a Strong Data Governance Framework

Learn how to build a strong data governance framework to improve data quality, compliance, and business decision-making in your organization.

Overview

Written by
Stuart Williamson
,
Principal Software Architect
Last updated:
March 13, 2025

At A Glance: Data Governance Strategy

In today’s rapidly evolving digital landscape, managing data effectively has become a critical priority for organizations. As data generation continues to skyrocket, along with growing regulatory requirements, the importance of establishing robust data governance frameworks is more pressing than ever. Poor data management not only results in substantial financial losses but also poses significant risks to security, compliance, and decision-making capabilities.

A solid data governance strategy not only mitigates risk but also drives innovation, operational efficiency, and better decision-making. By establishing essential elements like cross-functional teams, data prioritization, clear ownership, quality standards, and monitoring processes, organizations can unlock the full potential of their data, ensuring it is accurate, secure, and valuable. Read

Key Elements of Effective Data Governance:

  1. Establish a cross-functional governance team
  2. Identify and prioritize critical data assets
  3. Define clear ownership and stewardship roles
  4. Develop baseline data quality standards
  5. Implement monitoring and measurement processes

Organizations today face a critical inflection point in managing their data assets. According to Ocient, a leading data intelligence firm, global data creation will reach 200 zettabytes in 2025 (Ocient 2022). This explosive growth, combined with increasing regulatory requirements like GDPR, CCPA, and industry-specific mandates, creates urgent challenges in data management, security, and value creation.

The cost of poor data management is substantial. Industry research from Gartner indicates that organizations lose an average of $12.9 million per year due to poor data quality (Gartner 2021). Data breaches, which often result from inadequate data governance, cost companies an average of $4.88 million per incident according to IBM’s 2024 Cost of a Data Breach Report (IBM 2024). Beyond direct costs, organizations struggle with data silos, inconsistent reporting, compliance risks, and the inability to leverage data for competitive advantage.

To help organizations address these challenges, our comprehensive whitepaper outlines a practical, step-by-step approach to building and sustaining a data governance framework. It provides actionable insights to achieve quick wins while laying the foundation for long-term success.

Read the full whitepaper to better understand how to implement data governance in your organization. Gather details on:

  • A detailed roadmap for implementing data governance
  • Best practices for ensuring regulatory compliance
  • Strategies to transform data from a liability into a strategic asset

Learn how your organization can strengthen data governance, enhance decision-making, and drive business outcomes. Read the full article here.

Get Started with Data Governance

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