Best Data Governance Tools - Page 12

How Many Data Governance Tools Products Does G2 Track?

Total Products under this Category: 243

Category Stats (Sep 2026)

  • Average Rating: 4.45/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: ER/Studio (+2.77%) - Among all products in this category, ER/Studio recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Data Governance Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 12,800+ Authentic Reviews
  • 243+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Governance Tools

G2 Grid® for Data Governance Tools plotting products by satisfaction and market presence

Highlighted products: Databricks, Snowflake, IBM watsonx.data, Data 360 (formerly Salesforce Data Cloud), IBM watsonx.governance, Egnyte, Domo, and SAS Viya.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-governance-tools/grids.json?focus%5B%5D=databricks&focus%5B%5D=snowflake&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=data-360-formerly-salesforce-data-cloud&focus%5B%5D=ibm-watsonx-governance&focus%5B%5D=egnyte&focus%5B%5D=domo&focus%5B%5D=sas-sas-viya)

Data Governance Products

Shared Assessments' Data Governance Products offer a comprehensive suite of tools designed to help organizations manage and protect personal data within third-party relationships. Originally developed to meet GDPR requirements, these products have evolved to address various privacy regulations, including CPRA/CCPA. They assist organizations in navigating the complexities of data protection obligations, ensuring compliance, and mitigating risks associated with third-party data handling. Key Features and Functionality: - Target Data Tracker (TDT: Facilitates the identification, tracking, and monitoring of personal data usage and disclosure to third and fourth parties. - Privacy SIG Questionnaire Template: Provides a scoped template for conducting stand-alone data protection impact assessments or for prioritizing vendor assessments. - Privacy SCA Template: Offers a tailored template for evaluating documentation, artifacts, and privacy criteria during focused privacy risk assessments related to outsourced services. - Data Governance Products User Guide: Includes instructions for utilizing the TDT, Privacy SIG, and Privacy SCA in conducting data protection or privacy third-party risk assessments. - Data Governance Products Enhancement Document: Details changes and revisions in the latest versions of the Data Governance Products. Primary Value and Problem Solved: The Data Governance Products empower organizations to effectively manage data protection obligations in third-party relationships. By providing tools for tracking data flows, assessing privacy risks, and ensuring compliance with evolving regulations, these products help organizations mitigate risks associated with third-party data handling. This comprehensive approach enhances data transparency, supports regulatory compliance, and fosters a culture of accountability in data management.

Who Is the Company Behind Data Governance Products?

datamastr

DataMastr: AI-Native Data Governance for the German Mittelstand (SMEs) DataMastr is the first AI-native data governance platform built specifically for the needs of German SMEs. We automate what takes legacy tools months to accomplish – from data discovery and quality control to audit-ready GDPR compliance. The Problem We Solve German SMEs face a dilemma: data is scattered, quality is uncertain, and GDPR compliance drains resources. Manual processes and Excel are error-prone, while enterprise solutions like Collibra or Informatica are too complex and expensive for the SME market. Our Solution: Automation in Minutes, Not Months DataMastr connects to your data sources with a single click. Our AI automatically profiles every dataset, generates documentation, and detects quality issues before they impact your business. We replace 6-month implementation projects with a setup that takes minutes. Key Features: Automated Data Catalog: Connect your sources and let DataMastr build your central data inventory. Assign clear ownership and enable your team to find trusted data in seconds, not hours. AI-Powered Data Quality: Our engine continuously checks for duplicates, errors, and anomalies. Get proactive alerts and suggested fixes to build a foundation of data your entire company can trust. Integrated Governance & Workflow: End confusion over data ownership. Use built-in task management to assign and track data stewardship tasks, ensuring accountability and efficient teamwork. Effortless GDPR Compliance: DataMastr automatically detects personal data (PII) and generates your "Record of Processing Activities" (Art. 30 GDPR) with one click. Reduce liability risks and stay audit-ready. Your Advantage: Made & Hosted in Germany Data sovereignty is non-negotiable. All data is processed and stored exclusively on German servers under strict German privacy laws, providing a secure alternative to US-based cloud solutions. Ideal For: German-speaking companies (50-1,000 employees) looking to automate data management. We empower: - IT Leads simplifying their data stack - Data Protection Officers (DPOs) streamlining GDPR - CEOs reducing liability risks - Data Stewards needing a modern, efficient tool Start your free trial today—no credit card required.

Who Is the Company Behind datamastr?

Data Mesh Manager

Who Is the Company Behind Data Mesh Manager?

  • Seller: innoQ
  • Year Founded: 1998
  • HQ Location: Monheim, DE
  • Twitter: @INNOQ
    3,439 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    145 employees on LinkedIn®

Data Quality Manager

With NodeGraph, you can visualize, analyze and understand your Qlik environment in an intuitive way. We allow you to visualize the data lineage behind your Qlik dashboard by displaying your Qlik Solution from data source to end-user application.

Who Is the Company Behind Data Quality Manager?

  • Seller: NodeGraph
  • Year Founded: 1993
  • HQ Location: King of Prussia, Pennsylvania, United States
  • Twitter: @node_graph
    416 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,349 employees on LinkedIn®

DvSum

Who Is the Company Behind DvSum?

  • Seller: DVSum
  • Year Founded: 2014
  • HQ Location: Sunnyvale, US
  • LinkedIn® Page: www.linkedin.com
    73 employees on LinkedIn®

Enterprise Test Data

Curiosity redefines enterprise test data management. We empower enterprises to thrive when delivering superior software, overcoming the test data challenges holding them back – complexity, legacy, and scale. Building on decades of experience in unblocking enterprise data delivery, our pioneering approach transforms how enterprises manage data. We focus on key productivity blockers: test data discovery, delivery, compliance, and quality. Our Enterprise Test Data® platform empowers your teams by simplifying your complex application landscape, and providing you with confidence and clarity at every step of your data journey.

Who Is the Company Behind Enterprise Test Data?

erwin Data Intelligence

Who Is the Company Behind erwin Data Intelligence?

  • Seller: Quest Software
  • Year Founded: 1987
  • HQ Location: Austin, TX
  • Twitter: @Quest
    17,109 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,507 employees on LinkedIn®
  • Ownership: NYSE: DGX

Expanso

Expanso is a distributed data orchestration platform that enables organizations to deploy, manage, and govern data pipelines across cloud, on-prem, and edge environments. It allows teams to process and control data where it is generated, reducing costs, improving performance, and ensuring compliance through a unified control plane built for scalability and reliability.

Who Is the Company Behind Expanso?

  • Seller: Expanso
  • Year Founded: 2023
  • HQ Location: Seattle, US
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

Experian Address Validation and Verification (UK)

Experian Address Validation and Verification is a comprehensive solution designed to ensure the accuracy and completeness of address data for businesses operating in the UK and globally. By leveraging authoritative postal sources, this tool validates, corrects, and enriches addresses in real-time, enhancing customer engagement and operational efficiency. Key Features and Functionality: - Global Coverage: Supports address validation for 250 countries and territories, ensuring businesses can manage international client data effectively. - Real-Time Validation: Integrates seamlessly into websites, CRM systems, and online forms to validate and enrich addresses as they are entered, reducing data entry time by up to 80%. - Data Enrichment: Enhances address records with additional attributes such as latitude/longitude coordinates, lifestyle and demographic data, and Unique Point Reference Numbers (UPRNs) for a more detailed customer view. - Pre-Built Integrations: Compatible with popular CRM, ERP, and e-commerce applications, facilitating easy implementation. - High Availability: Offers a 99.99% service uptime guarantee, ensuring a stable and reliable data quality solution. Primary Value and Solutions Provided: Experian Address Validation and Verification addresses common challenges associated with inaccurate address data, such as undeliverable mail, failed deliveries, and inefficient customer communications. By ensuring only accurate and deliverable addresses enter business systems, it helps: - Improve Customer Engagement: Accurate address data enables businesses to reach customers effectively, enhancing communication and maximizing campaign ROI. - Reduce Operational Costs: Minimizes expenses related to undeliverable mail and failed deliveries by capturing correct addresses at the point of entry. - Enhance Customer Experience: Streamlines the data entry process, reducing form abandonment rates and improving overall user satisfaction. By implementing this solution, businesses can maintain a clean and accurate database, support efficient operations, and deliver exceptional customer experiences.

Who Is the Company Behind Experian Address Validation and Verification (UK)?

  • Seller: Experian
  • Year Founded: 1826
  • HQ Location: Dublin, Ireland
  • Twitter: @Experian_US
    38,771 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    26,648 employees on LinkedIn®
  • Ownership: LSE: EXPNL

Experian Aperture Data Studio for CAIS (UK)

Experian's Aperture Data Studio for CAIS is a comprehensive data management platform designed to streamline the validation, cleansing, and preparation of data files for submission to Credit Reference Agencies (CRAs). It offers prebuilt rulesets that enable rapid assessment of data quality, ensuring compliance with SCOR, ICO, and FCA regulations. Key Features and Functionality: - Database Management: Connects seamlessly to internal systems and supports multiple common file formats, facilitating efficient data capture and management. - Analytics and Data Enhancement: Provides prebuilt Consumer and Commercial CAIS validation rules, with the flexibility to create bespoke rules tailored to specific needs. - Data Quality Dashboards: Offers intuitive dashboards and account-level views to monitor and assess the quality of data files, enabling proactive identification and resolution of issues. - File Creation: Imports data from internal systems and outputs it in the required CRA format, simplifying the submission process. Primary Value and User Solutions: Aperture Data Studio for CAIS addresses the critical need for accurate and compliant data submissions to CRAs. By automating the validation and cleansing processes, it minimizes file rejections and reduces manual interventions, leading to enhanced operational efficiency. The platform's ability to perform pre-submission checks against CAIS reporting specifications ensures that data meets regulatory standards, thereby mitigating compliance risks. Additionally, its user-friendly interface and comprehensive analytics empower organizations to maintain high data quality, ultimately supporting better decision-making and customer satisfaction.

Who Is the Company Behind Experian Aperture Data Studio for CAIS (UK)?

  • Seller: Experian
  • Year Founded: 1826
  • HQ Location: Dublin, Ireland
  • Twitter: @Experian_US
    38,771 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    26,648 employees on LinkedIn®
  • Ownership: LSE: EXPNL

Experian Aperture Data Studio (UK)

Experian's Aperture Data Studio is an intuitive, scalable platform that integrates data quality and governance capabilities to help businesses manage their data estates effectively. It ensures data is fit for purpose, compliant, and ready to support data-driven decision-making, enhance customer experiences, and improve operational efficiency. Key Features and Functionality: - Data Profiling and Quality Management: Aperture Data Studio offers comprehensive data profiling tools to identify and rectify data issues such as gaps, duplications, inconsistencies, and errors. It enables users to cleanse, deduplicate, and enrich data using pre-built or custom workflows, ensuring high-quality data across the organization. - Data Governance: The platform includes a flexible data catalog that allows businesses to define data assets, capture critical data, assign ownership, and map relationships. It enforces policies and provides collaboration features to encourage innovation while maintaining oversight and control over the data estate. - Integration and Scalability: Aperture Data Studio seamlessly integrates with various data sources and platforms, including Snowflake, Databricks, and Oracle. It supports real-time quality checks, workflows, and automated alerts, enabling businesses to maintain reliable data across their systems. - Compliance and Risk Management: The platform helps organizations meet internal and regulatory standards by maintaining robust documentation and quality rules. It provides tools to monitor data quality, detect bias or drift, and safeguard AI performance, thereby reducing regulatory risk. Primary Value and Solutions Provided: Aperture Data Studio addresses the challenges of managing complex and large datasets by providing a unified solution for data quality and governance. It empowers businesses to: - Enhance Operational Efficiency: By automating data quality checks and workflows, the platform reduces manual interventions, streamlining operations and saving costs. - Support Data-Driven Decision Making: With accurate and validated data, organizations can make informed decisions, identify trends, and uncover opportunities, leading to better business outcomes. - Mitigate Risks: By ensuring data accuracy and compliance, Aperture Data Studio helps businesses manage risks associated with poor data quality and regulatory non-compliance. In summary, Experian's Aperture Data Studio provides a comprehensive, user-friendly solution for businesses seeking to improve their data quality and governance, enabling them to leverage their data assets effectively and drive success.

Who Is the Company Behind Experian Aperture Data Studio (UK)?

  • Seller: Experian
  • Year Founded: 1826
  • HQ Location: Dublin, Ireland
  • Twitter: @Experian_US
    38,771 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    26,648 employees on LinkedIn®
  • Ownership: LSE: EXPNL
Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026