Best Data Governance Tools - Page 13

How Many Data Governance Tools Products Does G2 Track?

Total Products under this Category: 214

Category Stats (Aug 2026)

  • Average Rating: 4.45/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Integrate (+5.02%) - Among all products in this category, Integrate recorded the largest rating increase compared to last month

Last updated: August 07, 2026

How Does G2 Rank Data Governance Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 12,100+ Authentic Reviews
  • 214+ 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, Egnyte, IBM watsonx.governance, Domo, Salesforce Data 360 (formerly Data Cloud), 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=egnyte&focus%5B%5D=ibm-watsonx-governance&focus%5B%5D=domo&focus%5B%5D=salesforce-data-360-formerly-data-cloud&focus%5B%5D=sas-sas-viya)

Sponsored

SAP Business Data Cloud

SAP Business Data Cloud is a fully managed software-as-a-service (SaaS) solution that unifies and governs SAP data and connects with third-party data. As an evolution of the company's data, planning, and analytics solutions, SAP Business Data Cloud brings together SAP Datasphere, SAP Analytics Cloud, and SAP Business Warehouse with a unified experience that delivers insights across all lines of business. In addition, SAP Databricks is natively available in Business Data Cloud - bringing the power of Databricks Data Intelligence Platform capabilities to the product. SAP Business Data Cloud connects data by leveraging business data fabric principles, making it easier to discover, share, govern, and model this data. It includes SAP Databricks as a first-party data service. The platform combines prebuilt applications and data products across all lines of business. It provides fully managed, curated data products across all lines of business and eliminate the costs of data extracts. Users can build on SAP’s curated data products with their domain expertise, and deliver Intelligent Applications through the Business Data Cloud ecosystem. These intelligent applications are adaptive, AI-powered applications that learn from your data, understand business context, and act on your behalf to transform business outcomes.

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Lean Data Governance

The solution provides consistent data quality and governance processes, its works on lean, agile and swift processes. The primary objective is to provide unified data across the enterprise, ensuring accuracy,timeliness, completeness, consistency, integrity , and complaince.

Who Is the Company Behind Lean Data Governance?

  • Seller: PiLog Group
  • Year Founded: 1996
  • HQ Location: Dubai, Dubai, United Arab Emirates
  • LinkedIn® Page: www.linkedin.com
    546 employees on LinkedIn®

Migravion

Migravion is an SAP-centric no-code / low-code data management platform that helps businesses streamline data migration, data maintenance, and integration processes. Using its customizable plugins and analytical tools, you can automate all ETL operations and orchestrate across all of your systems to drive better business decisions. Migravion's rapid deployment allows you to launch your data-related processes within hours with the help of live support and extensive documentation. Ready to start?

Who Is the Company Behind Migravion?

  • Seller: LeverX
  • Year Founded: 2003
  • HQ Location: Miami, FL
  • LinkedIn® Page: www.linkedin.com
    1,717 employees on LinkedIn®

MyDataCatalogue

MYDATACATALOGUE is a data catalog and mapping tool that provides intuitive audit of your data assets, exhaustive mapping of your information system data, smart data cataloging, and automatic real-time data monitoring.

Who Is the Company Behind MyDataCatalogue?

  • Seller: DAWIZZ
  • Year Founded: 2003
  • HQ Location: Lyon, FR
  • LinkedIn® Page: www.linkedin.com
    110 employees on LinkedIn®

MyDataWork

MyDataWork is a workspace for data analysts, analytics engineers, and BI developers who manage recurring work across multiple files, tools, and stakeholders. It brings together asset cataloging, data lineage visualization, use case tracking, business outcome measurement, and AI-powered analysis in one place built specifically for how analysts actually work. Most analytics teams operate without a central record of their work. Files live in folders. Context lives in people's heads. The value of data investment stays invisible until someone asks — and by then, reconstructing the answer takes longer than it should. MyDataWork fixes that at the individual analyst level and scales the benefit to managers, IT leaders, and the organization as a whole. Asset catalog and data lineage MyDataWork reads metadata from local files — Excel, SQL, Python, Alteryx, Tableau, Power BI, CSV — and cloud platforms including GitHub, dbt Cloud, Databricks, and Snowflake to build a live asset catalog automatically. No manual entry required. Data lineage is built from the same metadata, showing which files feed which reports and which pipelines support which dashboards. External dependencies — data sources referenced in files but not yet tracked — are surfaced with amber flagging so invisible risks become visible before they cause problems. Use case tracking and outcome measurement Analysts connect their assets to documented use cases that record what each deliverable is for, who depends on it, what the objective is, and how progress is measured against a baseline and target. Estimated and realized value is tracked across the portfolio. A statistical outlier detection layer flags reported values that look unusual relative to comparable work — helping analysts walk into stakeholder conversations with numbers they can defend. AI-powered analysis Six AI features help analysts go further: use case recommendations, reuse opportunity identification, automation candidate analysis, external marketplace data discovery, tool migration and modernization evaluation, and a context-aware workspace assistant available on every screen. Integrations and export MyDataWork integrates with Jira to push use case updates directly to tickets with one click. Portfolio summaries export as PowerPoint or PDF for leadership conversations and governance reviews — no app access required for stakeholders. Built for individual analysts and analytics teams of any size who want to organize their work, demonstrate its value, and hand off context without losing institutional knowledge.

Who Is the Company Behind MyDataWork?

One Identity- Identity Manager

Identity Manager - Data Governance Edition protects your organization by giving access control to the business owner rather than the IT staff.

Who Is the Company Behind One Identity- Identity Manager?

  • Seller: One Identity
  • HQ Location: Aliso Viejo, CA
  • Twitter: @OneIdentity
    7,871 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    718 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are G2 Users Discussing About One Identity- Identity Manager?

OpenText File Dynamics

Micro Focus File Dynamics automates or lets you enact an extensive set of Microsoft network file system management tasks. Storage provisioning, migration, remediation, and cleanup, along with policy-based protection of high-value file system targets, can all be managed easily through File Dynamics.

Who Is the Company Behind OpenText File Dynamics?

  • Seller: OpenText
  • Year Founded: 1991
  • HQ Location: Waterloo, ON
  • Twitter: @OpenText
    21,565 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    23,048 employees on LinkedIn®
  • Ownership: NASDAQ:OTEX

PHEMI Health DataLab

The PHEMI Trustworthy Health DataLab is a unique, cloud-based, integrated big data management system that allows healthcare organizations to enhance innovation and generate value from healthcare data by simplifying the ingestion and de-identification of data with NSA/military-grade governance, privacy, and security built-in. Conventional products simply lock down data, PHEMI goes further, solving privacy and security challenges and addressing the urgent need to secure, govern, curate, and control access to privacy-sensitive personal healthcare information (PHI). This improves data sharing and collaboration inside and outside of an enterprise—without compromising the privacy of sensitive information or increasing administrative burden. Built on privacy-by-design principles, the software gives researchers, scientists, and clinicians faster access to more information while ensuring that they only see data on a need-to-know basis. Responsible data sharing and a governance framework facilitate compliance with privacy regulations. PHEMI Trustworthy Health DataLab can scale to any size of organization, is easy to deploy and manage, connects to hundreds of data sources, and integrates with popular data science and business analysis tools. For more information, visit https://www.phemi.com/ and follow us on Twitter @PHEMISystems, Linkedin, Youtube, and Facebook

Average Rating: 3.9/5.0

Total Reviews: 6

How Do G2 Users Rate PHEMI Health DataLab?

  • Ease of Use: 9.6/10 (Category avg: 8.7/10)

Who Is the Company Behind PHEMI Health DataLab?

  • Seller: PHEMI Systems
  • Year Founded: 2013
  • HQ Location: Vancouver, CA
  • Twitter: @PHEMIsystems
    744 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Large

What Are Recent G2 Reviews of PHEMI Health DataLab?

What Are G2 Users Discussing About PHEMI Health DataLab?

PiLog Data Quality and Governance Suite

PiLog Data Quality and Governance Suite is a comprehensive solution designed to empower organizations in their pursuit of reliable, consistent, and high-quality master data. It addresses the critical challenges of data integrity, which are paramount for informed decision-making, operational efficiency, and regulatory compliance. The suite's core functionality revolves around a robust set of tools that automate and streamline the entire data lifecycle, from initial data capture to ongoing maintenance and governance. The Suite consists of Data Governance, Data Quality, Data Migration, iContent Foundry, and SAP MDG Add-on. The key modules help with data cleansing, data enrichment, deduplication, and a sophisticated data governance framework. The data cleansing module employs advanced algorithms to identify and correct data errors, inconsistencies, and inaccuracies, ensuring that data is standardized and normalized according to established business rules. The data enrichment capabilities leverage internal and external data sources to supplement and enhance existing master data, providing a more complete and accurate view of assets, materials, vendors, or customers. The deduplication module is particularly effective in eliminating duplicate records, thereby reducing data redundancy and improving data storage efficiency.

Who Is the Company Behind PiLog Data Quality and Governance Suite?

  • Seller: PiLog Group
  • Year Founded: 1996
  • HQ Location: Dubai, Dubai, United Arab Emirates
  • LinkedIn® Page: www.linkedin.com
    546 employees on LinkedIn®

Privitar Data Privacy Platform

At Privitar, we are all about helping our clients maximize their innovation capabilities through the use of safe data for analytics. Privitar has been helping customers around the globe increase their ability to leverage their sensitive data across broader ecosystems by addressing gaps in their privacy strategies. We complement existing security solutions by providing you the control to allow you the freedom to use your sensitive data responsibly and ethically to help you drive deeper insight into your business. Our mission is to help clients realize their innovation potential by allowing them to safely use their sensitive data with maximum utility and privacy retention.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Privitar Data Privacy Platform?

  • Ease of Use: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Privitar Data Privacy Platform?

  • Seller: Privitar
  • HQ Location: Redwood City, California, United States
  • LinkedIn® Page: www.linkedin.com
    5,355 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Privitar Data Privacy Platform?

What Are G2 Users Discussing About Privitar Data Privacy Platform?

Qlik Talend Cloud

Qlik Talend Cloud offers extensive data integration capabilities plus data quality and governance. Available in Starter, Standard, Premium, and Enterprise editions, it provides features such as bulk and incremental replication, log-based CDC, no-code/low-code/pro-code data pipeline development, a data products catalog, and more . Qlik Talend Cloud can automate the design, creation and continuous update of data warehouses, lakehouses, and AI-ready data lakes on any cloud platform. It offers real-time or near-real-time data integration across heterogeneous environments, supporting critical workloads like fraud detection and AI inference. Qlik Talend Cloud has a scalable 'go-as-you-grow' approach, and supports multiple data integration patterns. Globally available on cloud infrastructure, this unified platform is designed to provide a trusted data foundation for AI and support various data integration needs across organizations of all sizes.

Average Rating: 4.6/5.0

Total Reviews: 13

How Do G2 Users Rate Qlik Talend Cloud?

  • Ease of Use: 8.8/10 (Category avg: 8.7/10)

Who Is the Company Behind Qlik Talend Cloud?

  • Seller: Qlik
  • Year Founded: 1993
  • HQ Location: Radnor, PA
  • Twitter: @qlik
    64,130 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,551 employees on LinkedIn®
  • Phone: 1 (888) 994-9854

Who Uses This Product?

  • Company Size: 46% Medium, 38% Small

What Do G2 Reviewers Say About Qlik Talend Cloud?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the API integration of Qlik Talend Cloud, enabling seamless data ingestion with minimal infrastructure setup.
  • Users value the automation capabilities of Qlik Talend Cloud for effortlessly building and scheduling data ingestion pipelines.
  • Users appreciate the seamless cloud-based data ingestion capabilities of Qlik Talend Cloud, simplifying their pipeline management.
  • Users appreciate the ease of building Data Ingestion pipelines with Qlik Talend Cloud, simplifying infrastructure setup.
  • Users value the ease of building data ingestion pipelines in Qlik Talend Cloud without extra infrastructure requirements.

What Are Recent G2 Reviews of Qlik Talend Cloud?

QoreUltima

QoreUltima by Coginov is an advanced solution designed for comprehensive data management and governance. It leverages artificial intelligence and semantic technologies to help organizations efficiently manage and optimize both structured and unstructured data. QoreUltima offers key features such as automated data categorization, advanced search capabilities, and a centralized dashboard that provides real-time insights into information assets. This tool excels in enhancing information governance by ensuring compliance with legal and regulatory standards, improving data quality, and enabling organizations to make data-driven decisions. Its high-performance capabilities allow for the management of large volumes of data, making it suitable for businesses that handle extensive information repositories. Overall, QoreUltima is ideal for organizations looking to streamline their data management processes, improve compliance, and maximize the value of their information assets.

Who Is the Company Behind QoreUltima?

  • Seller: Coginov
  • Year Founded: 2002
  • HQ Location: Longueuil, CA
  • Twitter: @Coginov
    56 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    35 employees on LinkedIn®

Quest Trusted Data Management Platform

Trusted, AI-ready data at speed and scale The Quest Trusted Data Management Platform is the industry’s only unified platform that delivers governed, reusable data products in days, not months built on data modeling – providing both the foundational architecture and a consistent semantic layer.

Who Is the Company Behind Quest Trusted Data Management Platform?

  • Seller: Quest Software
  • Company Website:
  • Year Founded: 1987
  • HQ Location: Austin, TX
  • Twitter: @Quest
    17,109 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,569 employees on LinkedIn®

Rational Governance

Rational Governance is a proprietary technology that has been built form the ground up as an information governance platform. Rational Governance has been deployed in companies in both the UK and US, including leading defence companies, government agencies, pharmaceuticals and financial services firms. Rational Governance manages a firm’s data whilst the data remains in place, there is no duplication or requirement to move physical data outside of the firms control or to move the data from where it currently resides. Once installed the technology will cost effectively assist companies with the following challenges: - eDiscovery Response: collating, preserving, searching and analysing information in place, including implementing instant legal holds across the firm’s data universe, including desktops and laptops. - Automate the response for data subject access requests. - Assist with regulatory compliance – enables firms to react much quicker than other firms and in a much more cost effective and proportionate manner. - Complete internal investigations without impacting the firm’s internal resources. - Effective records management, including automating and enforcing a firm’s retention, deletion and/or archive policies. - Defensible data legacy clean up. - GDPR Compliance. - Data breach. Rational Enterprise was founded in 2006 and is headquartered in New York and has additional offices in Albany, Miami and London.

Who Is the Company Behind Rational Governance?

SDF

SDF is a next-generation build system for data infrastructure. It's a tool that can help data scientists and engineers streamline their workflows.

Who Is the Company Behind SDF?

  • Seller: SDF
  • Year Founded: 2016
  • HQ Location: Philadelphia, Pennsylvania, United States
  • LinkedIn® Page: www.linkedin.com
    874 employees on LinkedIn®

Shinydocs

Shinydocs is a Data Intelligence Solution that seamlessly unifies data across all your repositories, delivering instant answers to complex challenges. Leverage AI to minimize risk, cut costs, and save time—while maintaining data governance and regulatory compliance - all within a single, powerful platform. • AI–Powered Automation: Leverage the Power of AI without the risk - unify, secure, and optimize your enterprise data. Shinydocs AI isn’t just another AI tool, it’s a medium to leverage AI across your enterprise. Instead of pushing you into a one-size-fits-all solution, we give you the flexibility, security, and control you need to maximize your data's potential. • Intuitive Search Experience: Discover your Content within seconds for a fast, secure and unified experience by leveraging AI-powered automation across your enterprise. • Automated PII Detection: Empower Teams to easily flag, secure and comply with data protection regulations. Safeguard your PII and sensitive data with Automation. • Eliminate ROT Data: Enhance Operational Efficiencies to eliminate redundant, outdated and trivial (ROT) data to optimize and reduce storage costs by more than 60%. • Smart Tagging & Classification: Swiftly optimize data by Smart Tagging and Classifying documents to scale. • Transparency at Scale: Empower IT Administrators with clear, actionable insights that drive program effectiveness at any scale. Why Choose Shinydocs Pro Shinydocs understands the unique challenges organizations face in managing their data. Our purpose-built solutions offer greater accuracy, security, and affordability, ensuring better data control while optimizing performance. Here are a few quick wins we've delivered to our customers: • 10M+ PII files detected and classified • 5-7Hrs Average time saved per week/user due to custom tagging and classification • 99% accuracy with Shinydocs Pro's Client Matter ID, documents and record searching • 60%+ saving on file storage costs due to ROT Unlock the full potential of your data with Shinydocs! Take control today - Booking a meeting to learn how!

Who Is the Company Behind Shinydocs?

  • Seller: Shinydocs
  • Year Founded: 2013
  • HQ Location: Kitchener, CA
  • LinkedIn® Page: www.linkedin.com
    20 employees on LinkedIn®
Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026