7 Top Data Governance Tools in 2025

Data governance tools help organizations manage governance programs. Specifically, they help with data administration, monitoring, control, reporting, lifecycle management, control, security, and compliance. By leveraging the power of data governance software, organizations can ensure that their data is reliable, consistent, and secure, thus using it for better decision-making.

In this article, we’ll discuss the top data governance tools of 2024 and help you determine which one is the best fit for your business.

• Best unified AI-powered data governance platform across hybrid and cloud environments: Ataccama ONE
• Best for its system of engagement for data and AI Governance: Collibra Data Governance
• Best for providing a unified, trusted view of business data: IBM Cloud PAK for Data
• Best for an automated, holistic approach to data management and governance: erwin by Quest
• Best for centrally managing master data using a master data management layer: Precisely Data360 Govern
• Best for extensive metadata harvesting ...