Best Data Governance Tools - Page 23

How Many Data Governance Tools Products Does G2 Track?

Total Products under this Category: 348

Category Stats (Nov 2026)

  • Average Rating: 4.46/5 (↑0.01 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: DataBuck (+12.18%) - Among all products in this category, DataBuck recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Data Governance Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 16,200+ Authentic Reviews
  • 348+ 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, Data 360 (formerly Salesforce Data Cloud), IBM watsonx.data, Egnyte, IBM watsonx.governance, 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=data-360-formerly-salesforce-data-cloud&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=egnyte&focus%5B%5D=ibm-watsonx-governance&focus%5B%5D=domo&focus%5B%5D=sas-sas-viya)

Truedat

Truedat is an open source data governance business solution tool developed by Bluetab Solutions in order to help our clients become data-driven companies.

Who Is the Company Behind Truedat?

  • Seller: Bluetab
  • Year Founded: 2006
  • HQ Location: Madrid, ES
  • LinkedIn® Page: www.linkedin.com
    1,014 employees on LinkedIn®

Trust3.ai

Trust3 AI is a control plane to provide full visibility and security of your agents and everything they touch across the entire agent lifecycle, from build-time to runtime.

Who Is the Company Behind Trust3.ai?

  • Seller: Trust3 AI
  • Year Founded: 2016
  • HQ Location: Newark, California, United States
  • LinkedIn® Page: www.linkedin.com
    110 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

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Unanet GovCon

Unanet is an AI-first ERP and CRM platform specifically designed for project-driven businesses, such as government contractors, architecture firms, engineering companies, and construction firms. This comprehensive solution is tailored to help users seamlessly connect their project pursuits with the execution of those projects, the personnel involved, and the financial metrics that govern their success. With over 4,200 firms relying on Unanet, the platform offers essential tools for real-time visibility, intelligent automation, and embedded compliance capabilities, allowing leaders to make informed decisions that drive growth from the initial pipeline to final profit. The Unanet GovCon ERP is particularly focused on meeting the needs of government contractors. It integrates various critical functions, including project portfolio financials, project management, contract management, subcontractor management, time and expense tracking, resource planning, accounting, and reporting, all within a single cohesive system. This unification not only streamlines operations but also ensures compliance with DCAA and FAR requirements through built-in controls and workflows. Users gain immediate insights into project burn rates, funding, labor costs, revenue, margins, forecasts, and compliance, facilitating better management of their project portfolios. Targeted at organizations that require robust project planning and delivery capabilities, GovCon ERP empowers teams to manage contracts and subcontractors effectively, forecast resource needs, automate financial processes, and analyze performance metrics. As businesses evolve, they can extend the platform's capabilities with additional features such as Analytics Studio, AR Automation, and project-based inventory and manufacturing solutions. Unanet’s AI functionalities, including ChampAI and Champ for ERP, enhance decision-making by allowing teams to query trusted business data, identify project and financial risks, and automate workflows in a governed manner. The platform's real-time dashboards, reports, forecasts, KPIs, and analytics provide a unified view of performance for project, finance, operations, and executive teams, eliminating the need for disconnected spreadsheets and manual reconciliation processes. Furthermore, Unanet Connect enhances the GovCon ERP experience by offering integrations and workflow automation through pre-built connectors and enterprise-grade APIs. This feature allows organizations to synchronize critical information across their existing technology ecosystems, ensuring that all teams have access to the most current and relevant data for their operations.

Average Rating: 4.4/5.0

Total Reviews: 662

How Do G2 Users Rate Unanet GovCon?

  • Ease of Use: 8.1/10 (Category avg: 8.8/10)

Who Is the Company Behind Unanet GovCon?

  • Seller: Unanet
  • Company Website:
  • Year Founded: 1988
  • HQ Location: Dulles, VA
  • LinkedIn® Page: www.linkedin.com
    455 employees on LinkedIn®
  • Phone: (703)-689-9440

Who Uses This Product?

  • Who Uses This: Controller, Director of Finance
  • Top Industries: Information Technology and Services, Defense & Space
  • Company Size: 70% Medium, 23% Small

What Do G2 Reviewers Say About Unanet GovCon?

AI-generated summary from verified user reviews

Pros
  • Users find Unanet GovCon to be extremely user-friendly, allowing for quick understanding and efficient task completion.
  • Users appreciate the real-time project reports of Unanet GovCon, enhancing visibility into costs and compliance.
  • Users find Unanet GovCon to be quite intuitive and user-friendly, making navigation easy for everyone.
  • Users appreciate the strong project management and resource planning capabilities of Unanet GovCon, enhancing project tracking and spending visibility.
  • Users commend the knowledgeable and responsive customer support of Unanet GovCon, enhancing their overall experience with the product.
Cons
  • Users find the interface challenging and report difficulties in navigating and utilizing Unanet GovCon effectively.
  • Users feel Unanet GovCon has a steep learning curve, making it challenging to fully grasp the system's functionalities.
  • Users find Unanet GovCon to be not intuitive, making it challenging to navigate project reports and invoices.
  • Users are frustrated by the export limitations, as not all reports can be exported to Excel easily.
  • Users find difficult navigation challenging, requiring effort to locate information and learn the system effectively.

What Are Recent G2 Reviews of Unanet GovCon?

What Are G2 Users Discussing About Unanet GovCon?

Unisys Data Transformation

Stepping beyond the constraints of legacy databases opens a gateway to transformative data management. Although navigating these traditional systems presents complexities, it also marks the beginning of a journey toward a more scalable and robust data infrastructure. By transitioning to cloud-native databases, you can overcome current limitations while enhancing performance and scalability, perfectly in sync with your organization’s growing data demands. Following this path of data evolution, the Data Transformation solution serves as a key enabler. Keep up with modern business demands by scaling resources on demand, accessing data whenever required and simplifying IT management. Leveraging strategic partnerships with AWS and Microsoft, Unisys optimizes the strengths of these cloud platforms to facilitate seamless, secure and innovative data transformation. You gain access to advanced tools and services that streamline migration, enhance data security and inform your decision-making to drive business growth.

Who Is the Company Behind Unisys Data Transformation?

  • Seller: Unisys
  • HQ Location: Blue Bell, PA
  • LinkedIn® Page: www.linkedin.com
    23,518 employees on LinkedIn®
  • Ownership: NYSE:UIS
  • Total Revenue (USD mm): $2,820

Unity Catalog Command Center

Unity Catalog Command Center is a unified platform that brings governance, access control, lineage, and compliance together across your Databricks environment. Built by data engineers, it’s designed for both technical and business users to turn manual governance tasks into simple, guided workflows. By reducing redundancy and improving security, it empowers teams to unlock the real value of enterprise data.

Who Is the Company Behind Unity Catalog Command Center?

Validatar Cloud

Validatar Cloud is a Software as a Service (SaaS) solution that enables data teams to automate their QA processes by providing a single platform in which to perform the following activities: - Connect to data using SQL or Python scripts - Document all data assets - Automatically profile data - Build, manage, and run data validation rules and test cases - Automatically generate new rules or tests based on templates and metadata - Schedule jobs to run sets of tests, profiles, and metadata retrieval or enhancement activities - Monitor data assets and test history over time

Who Is the Company Behind Validatar Cloud?

Vantage Discovery

AI-powered search and content discovery platform that uses AI embeddings and large language models, allowing users to personalize and generative AI-powered search capabilities and discovery experiences for enhanced efficiency and effectiveness.

Who Is the Company Behind Vantage Discovery?

Veeam Data Platform

Veeam’s premier product, Veeam Data Platform, is a unified solution that goes deeper on security, gets you back faster when it matters most, and expands workload protection across hypervisors and applications. Going beyond backup with best-in-class security, Veeam Data Platform is engineered to tackle the realities of today’s threat landscape. Deep threat detection backed by AI and a broad threat detection surface give your teams the business-critical tools they need to defend against evolving cyberattacks. With unmatched multicloud portability and expansive workload support, you gain the flexibility to move across hybrid and multicloud environments without disruption or lock-in. It’s protection for where you are, not where you were. For organizations looking to simplify deployment, Veeam Software Appliance gives you a pre-built, hardened, and highly available option that expands the strength of your team without adding headcount. These capabilities (and more) are what makes Veeam the #1 leader in data resilience, trusted by over 550,000 customers worldwide, including 82% of the Fortune 500.

Average Rating: 4.6/5.0

Total Reviews: 710

How Do G2 Users Rate Veeam Data Platform?

  • Ease of Use: 9.1/10 (Category avg: 8.8/10)

Who Is the Company Behind Veeam Data Platform?

  • Seller: Veeam
  • Company Website:
  • Year Founded: 2006
  • HQ Location: Kirkland, WA
  • LinkedIn® Page: www.linkedin.com
    7,515 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: IT Manager, System Administrator
  • Top Industries: Information Technology and Services, Computer & Network Security
  • Company Size: 59% Medium, 23% Small

What Do G2 Reviewers Say About Veeam Data Platform?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of use of Veeam Data Platform, enhancing reliability and ensuring seamless operations.
  • Users value the reliability and comprehensiveness of Veeam Data Platform for efficient backup and recovery solutions.
  • Users value the reliability of Veeam Data Platform, ensuring consistent data protection and swift recovery in all environments.
  • Users value the frequent backup capabilities of Veeam Data Platform, allowing for quick recovery and data integrity.
  • Users praise the easy setup of Veeam Data Platform, facilitating quick onboarding and effective backups right from the start.
Cons
  • Users experience backup issues, particularly with Linux databases and advanced features, impacting overall reliability and efficiency.
  • Users find the pricing high for smaller teams, making it less accessible despite its capabilities.
  • Users find the licensing issues complex and opaque, complicating setups and potentially leading to unexpected costs.
  • Users find the complex setup of Veeam Data Platform challenging, often needing extensive research to navigate its features.
  • Users report backup problems with Veeam Data Platform, particularly with Linux databases and cloud management inconsistencies.

What Are Recent G2 Reviews of Veeam Data Platform?

What Are G2 Users Discussing About Veeam Data Platform?

Velotix

Velotix is an AI-powered data security platform designed to help enterprises discover, visualize, and utilize their data securely and in compliance with regulations. By automating policy management and enforcing data access controls, Velotix enables organizations to grant data access promptly and securely, thereby enhancing business agility and innovation.

Who Is the Company Behind Velotix?

  • Seller: Velotix
  • Year Founded: 2020
  • HQ Location: New York , US
  • LinkedIn® Page: www.linkedin.com
    49 employees on LinkedIn®

Versio.io Platform

Versio.io is an enterprise software solution based on historicized IT monitoring data to optimize and support your IT operations. With Versio.io you can historize your IT monitoring data extracting additional value from it. This allows you to reduce IT deployment costs and to use existing IT resources more efficiently. Optimization solutions require information from the history provided by Versio.io. This enables you to reduce hardware and license costs, ensure auditability of your IT, automate governance and compliance rule monitoring, ensure fair distribution of IT cost allocation, and further more.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Versio.io Platform?

  • Ease of Use: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Versio.io Platform?

Who Uses This Product?

  • Company Size: 67% Small, 33% Large

What Are Recent G2 Reviews of Versio.io Platform?

What Are G2 Users Discussing About Versio.io Platform?

Walacor

Walacor’s secure data platform represents the next generation of secure data and blockchain storage with a trust-first approach that revolutionizes enterprise data, and database management systems. Focused on safe data sharing, integrity, and high performance, the platform builds a “wall around your core data” at the record level. The WalacorDB Platform effectively creates a self-defense weapon against cyber-attacks and misuse, internally and externally. Built with blockchain technology, Walacor offers a turnkey solution that creates a secure data store, integrating best practices, and leading quantum resistance.

Who Is the Company Behind Walacor?

  • Seller: Walacor
  • Year Founded: 2018
  • HQ Location: Bethesda, US
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Workscope

Workscope believe that knowledge encoded on the desktop carries value and risk which organisations must understand the significance of. Workscope provides an automated platform that enables organisations to map, monitor and improve the spreadsheet and end-user computing environment. Powered by edge-computing, Workscope provides a real-time contextual view of the entire spreadsheet environment, which enables you to understand how these assets are supporting critical business processes and key decision making. Whether you need to demonstrate operational resilience to the regulators, or you need to understand the time, cost & materiality associated with manual spreadsheet processes - Workscope can answer these questions without any manual intervention or change to existing business processes.

Who Is the Company Behind Workscope?

Y42

Y42’s Turnkey Data Orchestration Platform with embedded Observability gives data practitioners a unified space to reliably build, monitor, and maintain the flow of data to power their business analytics and AI applications. Y42 provides native integration of best-of-breed open-source data tools, comprehensive data governance, and better collaboration for data teams. With Y42, organizations enjoy increased accessibility to data and can make data-driven decisions reliably and efficiently.

Average Rating: 4.9/5.0

Total Reviews: 21

How Do G2 Users Rate Y42?

  • Ease of Use: 9.4/10 (Category avg: 8.8/10)

Who Is the Company Behind Y42?

  • Seller: Y42
  • Year Founded: 2020
  • HQ Location: Berlin, DE
  • LinkedIn® Page: www.linkedin.com
    20 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 52% Small, 38% Medium

What Are Recent G2 Reviews of Y42?

What Are G2 Users Discussing About Y42?

Zeenea

"Zeenea is the Data Discovery Platform built for everyone to find, trust, and unlock the value of enterprise data. The cloud platform features two modern user experiences: Zeenea Studio is the application designed for data experts to save time managing, documenting, and governing data with maximum automation; while Zeenea Explorer enables business users to gain productivity by finding the data assets they need across all enterprise information. Zeenea’s built-in scanners and APIs enable organizations to automatically collect, consolidate, and link metadata from their data ecosystem. With a powerful knowledge graph and smart search engine, data teams can activate all enterprise metadata through a single source of truth. Zeenea helps dozens of organizations worldwide democratize data, including BPCE Group, Club Med, Generali, Renault, Société Générale, Solactive and Stellantis. Zeenea's SOC 2 Type II-certified solutions include a Data Catalog, a Business Glossary, Data Lineage, Data Quality, Data Governance, Data Stewardship, Data Privacy, Regulatory Compliance, Cloud Transformation."

Average Rating: 4.4/5.0

Total Reviews: 12

How Do G2 Users Rate Zeenea?

  • Ease of Use: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Zeenea?

  • Seller: Zeenea
  • Year Founded: 2017
  • HQ Location: Paris, √éle-de-France
  • LinkedIn® Page: www.linkedin.com
    571 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 25% Small

What Are Recent G2 Reviews of Zeenea?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026