Best Data Governance Tools - Page 22

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)

Stratio

Stratio is a market leader in the data management space with our end-to-end Generative AI Data Fabric product. It's the world-first and allows customers from banking, insurance, retail, manufacturing and other industries to use Generative AI in their company, with their data, with complete security. Our product uses Generative AI to give instant value from Enterprise Data directly to the business users who can automatically build self-service data products based on fully automated data access and data governance, security and quality, at an enterprise level and at scale. Learn more at www.stratio.com

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Stratio?

  • Ease of Use: 9.2/10 (Category avg: 8.8/10)

Who Is the Company Behind Stratio?

  • Seller: Stratio
  • Year Founded: 2014
  • HQ Location: Madrid, ES
  • LinkedIn® Page: www.linkedin.com
    218 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Stratio?

Subsalt

Subsalt creates synthetic data that satisfies the anonymized and de-identified data exemptions in major data privacy laws, so valuable data can be shared with internal teams, vendors, and partners without risk of non-compliance, user consent issues, or data breaches.

Average Rating: 4.5/5.0

Total Reviews: 5

How Do G2 Users Rate Subsalt?

  • Ease of Use: 9.7/10 (Category avg: 8.8/10)

Who Is the Company Behind Subsalt?

  • Seller: Subsalt
  • Year Founded: 2021
  • HQ Location: Distributed, US
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Medium, 20% Large

What Are Recent G2 Reviews of Subsalt?

SumoPPM

SumoPPM is an AI-powered business intelligence platform designed to streamline data analysis and enhance decision-making processes for businesses of all sizes. By integrating advanced technologies such as artificial intelligence, machine learning, and blockchain, SumoPPM offers a comprehensive suite of tools that automate and simplify complex data tasks. This enables organizations to transform raw data into actionable insights without the need for extensive technical expertise. With a focus on user-friendly interfaces and robust security measures, SumoPPM empowers businesses to optimize operations, improve customer experiences, and drive growth efficiently. Key Features and Functionality: - Data Visualization: Create interactive dashboards and visualizations effortlessly, allowing for intuitive data interpretation and reporting. - Tools Integrator: Seamlessly connect and synchronize various business tools, such as ERP, CRM, and e-commerce platforms, to centralize data and automate workflows. - AI Agents: Automate routine tasks like managing meetings, emails, and reports, enhancing productivity and operational efficiency. - Chatbots: Deploy AI-driven chatbots on websites to provide 24/7 customer support, handle inquiries, and facilitate sales processes without manual intervention. - AI Predictive Models: Utilize machine learning models to forecast trends, anticipate customer behavior, and make informed business decisions. - Audio Analytics: Analyze business calls to extract valuable insights, monitor customer satisfaction, and improve service quality. - Web Scraping: Automatically collect and analyze data from websites and social media to stay informed about market trends and competitor activities. Primary Value and Solutions Provided: SumoPPM addresses the challenge of complex data management by offering an integrated platform that simplifies data analysis and visualization. By automating routine tasks and providing real-time insights, it enables businesses to make data-driven decisions swiftly and accurately. The incorporation of blockchain technology ensures data security and integrity, fostering trust and compliance. Ultimately, SumoPPM empowers organizations to enhance operational efficiency, reduce costs, and drive sustainable growth through intelligent automation and insightful analytics.

Who Is the Company Behind SumoPPM?

  • Seller: SumoPPM
  • Year Founded: 2024
  • HQ Location: Madrid, ES
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

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Supplysail

Supplysail is a comprehensive SaaS application designed to streamline product information management , master data management , and digital asset management for businesses. By aggregating, enriching, and managing product data, Supplysail ensures that customers receive up-to-date, consistent, and personalized experiences. Its integrated platform provides a centralized solution, eliminating data silos and optimizing operational efficiency. This approach enhances customer experience and reduces product launch times. Supplysail stands out as a cost-effective alternative to expensive PIM/PXM platforms, offering exceptional usability, an API-first approach, and dedicated customer support. Key Features and Functionality: - Catalog Management: Create and manage catalogs with customizable attributes, content libraries, and cross-selling functionalities. - Content Management: Handle various content types, including audio, video, and documents, with tools like customizable templates, SEO management, and version control. - Data Management: Ensure data quality through data analysis, integration, migration, and security measures. - Brand Management: Oversee brand assets with approval processes, artwork management, and project management tools. - Digital Asset Management: Categorize, share, and control brand assets with features like metadata management, search capabilities, and workflow management. - eCommerce Integration: Integrate with platforms like Amazon, Google Shopping, Shopify, and Walmart to synchronize product data across multiple channels. Primary Value and Solutions Provided: Supplysail empowers businesses by providing a single, trusted view of product, asset, and customer information, effectively eliminating data silos. This consolidation optimizes operational efficiency, enhances customer experiences, and accelerates product launch times. Its user-friendly interface, API-first design, and dedicated customer support make it a valuable tool for businesses seeking an efficient and cost-effective PIM solution.

Who Is the Company Behind Supplysail?

symplr Directory

Up-to-date integrated provider directory software - delivering credentialed, referring, and affiliated provider data. Continuously curated and integrated with EHR, digital front door, patient access, revenue cycle, and other systems. (Formerly known as Phynd). It facilitates: - Provider data management across the enterprise - Consumer-friendly external and internal directories - Real-time referring provider enrollment in the EHR - Provider search and seamless appointment scheduling

Average Rating: 4.1/5.0

Total Reviews: 5

How Do G2 Users Rate symplr Directory?

  • Ease of Use: 7.8/10 (Category avg: 8.8/10)

Who Is the Company Behind symplr Directory?

  • Seller: symplr
  • Year Founded: 2006
  • HQ Location: Houston, Texas
  • LinkedIn® Page: www.linkedin.com
    1,921 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 40% Large

What Are Recent G2 Reviews of symplr Directory?

What Are G2 Users Discussing About symplr Directory?

Syniti Knowledge Platform

A comprehensive enterprise data management solution designed to handle various data initiatives, the Syniti Knowledge Platform (SKP) integrates capabilities for data migration, quality, governance, and master data management into one unified platform. SKP aims to deliver trustworthy, optimized, and actionable data across businesses, ensuring successful digital transformations with minimal disruption. Able to support the most complex migrations, such as transitioning to SAP S/4HANA, SKP’s unified data management capabilities drive better business outcomes. SKP is an essential tool for enterprises looking to manage their data effectively and leverage it for strategic advantage. Its comprehensive features and benefits make it a valuable asset for any business aiming to improve data quality, governance, and overall management. SKP helps businesses achieve successful digital transformations with minimal disruption.

Average Rating: 4.2/5.0

Total Reviews: 14

How Do G2 Users Rate Syniti Knowledge Platform?

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

Who Is the Company Behind Syniti Knowledge Platform?

  • Seller: Syniti
  • Year Founded: 1996
  • HQ Location: Needham Heights, Massachusetts, United States
  • LinkedIn® Page: www.linkedin.com
    1,885 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 71% Large, 43% Medium

What Are Recent G2 Reviews of Syniti Knowledge Platform?

SyntheholAI

SyntheholAI is a synthetic data generation platform that creates privacy-preserving datasets for analytics, testing, and machine learning workloads. The platform generates high-fidelity synthetic data while maintaining privacy through mathematical guarantees. SyntheholAI tracks fidelity, privacy, and utility scores, providing measurable insights into data quality across runs. The platform supports structured, semi-structured, and time-series data formats. SyntheholAI employs differential privacy alongside Cholesky, Gaussian, and Laplace methods, combined with context-aware obfuscation to balance accuracy with protection. The platform includes AI governance frameworks featuring playbooks, controls, and audit trails that transform responsible AI principles into verifiable practices. Built on peer-reviewed research, SyntheholAI addresses data access challenges in environments where privacy regulations and compliance constraints restrict the use of sensitive information.

Who Is the Company Behind SyntheholAI?

Teamshub

Welcome to the new world of modern communication and governance automation. We are excited to announce a unified platform that caters to a variety of use cases and scenarios. teamshub.io is our flagship product built to help companies adopt, govern, and engage employees better for Microsoft 365 and Power Platform using Microsoft Teams.

Who Is the Company Behind Teamshub?

  • Seller: Cyclotron
  • Year Founded: 2014
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    202 employees on LinkedIn®

The Kingland Platform

Kingland is a cloud-ready, text analytics for enterprise data management that includes service bus, search, caching, queuing, notifications, workflow, rules, and access management services. Kingland enables organizations to jump-start enterprise data management projects, helping organizations complete complex, data-intensive projects within six to 12 months.

Who Is the Company Behind The Kingland Platform?

  • Seller: Kingland
  • Year Founded: 1992
  • HQ Location: Clear Lake, Iowa, United States
  • LinkedIn® Page: www.linkedin.com
    447 employees on LinkedIn®

TIMi

TIMi is the most efficient Data Science and Data Processing Platform. Since 2007, we have been creating and improving the most powerful framework to push the barriers of analytics, predictive analytics, AI and Big Data, while offering a helpful, fast and friendly environment. The TIMi Suite consists of four tools: 1. Anatella (Analytical ETL, Data Prep & Big Data), 2. Modeler (Auto-ML / Automated Predictive Modelling / Automated-AI), 3. StarDust (3D Segmentation) 4. Kibella (BI Dashboarding solution). TIMi dominates the Data Science market: In the "Summer 2022 - Momentum Report” from G2, in the “Data Science” category, TIMi has the #1 rank: TIMi is the Data Science solution with both the highest market growth and the highest customer-satisfaction! More about this subject here: https://timi.eu/blog/timi-the-number-one-data-science-platform/

Average Rating: 4.8/5.0

Total Reviews: 50

How Do G2 Users Rate TIMi?

  • Ease of Use: 8.9/10 (Category avg: 8.8/10)

Who Is the Company Behind TIMi?

Who Uses This Product?

  • Top Industries: Information Technology and Services, Banking
  • Company Size: 40% Small, 32% Large

What Do G2 Reviewers Say About TIMi?

AI-generated summary from verified user reviews

Pros
  • Users commend the exceptional customer support of TIMi, noting prompt responses and effective assistance from the team.
  • Users praise the ease of use of TIMi, noting its intuitive interface and quick learning curve.
  • Users praise the user-friendly interface and exceptional support, enhancing the overall experience with TIMi's products.
  • Users value the fast automation capabilities of TIMi's Anatella software for efficient data transformation and analysis.
  • Users admire the intuitive charting features of TIMi, enabling quick and efficient data visualization after learning the tool.

What Are Recent G2 Reviews of TIMi?

What Are G2 Users Discussing About TIMi?

Torsion

Torsion software automatically monitors who has data access to what, why and when; controls inappropriate access; and works with business users to prevent potential breaches. Torsion is built on business-focused intelligent automation, instead of complex manual tools for IT administrators, which makes it a highly effective and scalable solution for controlling data access in a cloud-first world. Not only can customers keep data secure by getting control of sprawling data access and sharing, they also benefit from real-time visibility for assured compliance and reporting. Enterprises the world over are faced with huge volumes of data being shared on a daily basis, through collaboration platforms such as SharePoint, Teams and Office 365. At a time when file sharing is rising exponentially and spiralling out of control, Torsion can help you take that control back and govern your data access effectively and automatically.

Who Is the Company Behind Torsion?

Tributech

Tributech prevents Data Sabotage & Hijacking by adding a new level of data security without losing data interoperability. It provides a technology platform and stack to collect, transmit and share data in a selective & tamper-proof way with unprecedented levels of data integrity whilst maintaining data sovereignty. This enables effortless & secure data interoperability for any product, device or service and significantly reduces the time-to-market for data platforms, AI/ML services, or connected devices.

Who Is the Company Behind Tributech?

Tricent

Tricent is the #1 file-sharing governance SaaS platform that helps organizations make their file-sharing more secure and compliant without sacrificing collaboration. Tricent enables more secure and compliant file sharing within Microsoft 365 (OneDrives, Teams & Sharepoint), and Google Workspace (MyDrives and Shared Drives) so you can keep collaborating responsibly. Tricent puts the responsibility of proper file-sharing management in the hands of administrators as well as every member of the organization who shares files. Tricent enables administrators to: 🚀 Effortless Onboarding in less than 30 Minutes: Tricent gets you up and running swiftly so you can focus on what matters most. 🔍 Unparalleled Insights: From day one, gain a comprehensive overview of all files shared and permissions granted—across both personal drives and shared drives—no more guesswork, just crystal-clear visibility. ⭕️ Bulk Remediation Made Simple: Our admin-friendly cleanup tools allow you to tackle file sprawl efficiently. Say hello to streamlined compliance without the headache. 😇 Empowering End-Users Responsibly: We use automation to involve your employees in the cleanup process. They can continue collaborating while maintaining compliance. 💪🏼 Customizable Governance Policies: Set different cycles for different user groups. Tricent adapts to your unique needs, ensuring flexibility without compromising control. 🔮 Stay Ahead with Abnormality Detection: Our machine learning feature keeps you informed, detecting anomalies before they escalate *Only Google Workspace. Pricing: €18 per user (yearly)

Average Rating: 3.5/5.0

Total Reviews: 1

How Do G2 Users Rate Tricent?

  • Roles Management: 6.7/10 (Category avg: 8.8/10)
  • Data Discovery: 5.0/10 (Category avg: 8.8/10)
  • Compliance Management: 8.3/10 (Category avg: 8.9/10)
  • Ease of Use: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Tricent?

Who Uses This Product?

  • Company Size: 100% Small

Trillium Discovery

With Trillium Discovery, your business users can evaluate data sources in three simple steps to quickly gain insight and determine if they are the best fit for a particular use case. It also enables your data analysts to quickly access data anywhere in your organization and profile it for accuracy and completeness. It connects to many data sources, including HDFS, Hive, relational databases, text and more. Trillium Discovery’s profiling techniques ensure your organization has the most complete, reliable assessment of enterprise data, so you can scope data-intensive projects, ensure compliance with standards and make informed business decisions.

Who Is the Company Behind Trillium Discovery?

Triniti Data Quality and Governance

Triniti's Data Quality and Governance solutions are designed to help organizations maintain high standards of data integrity, ensuring that information is timely, reliable, accurate, and complete. By implementing these solutions, businesses can prevent costly errors, enhance decision-making processes, and comply with regulatory requirements. Triniti's approach focuses on proactive data management, addressing issues at the point of data creation and throughout its lifecycle. Key Features and Functionality: - Data Quality Dashboard (DQD): A user-friendly web application that monitors Data Quality Indicators (DQIs) across various domains, including master data, demand, supply, planning factors, and financial areas. It provides analytical dimensions—Timely, Reliable, Accurate, and Complete—to ensure business processes produce high-quality data. - Scheduled and Custom Data Quality Checks: Allows for both predefined and customizable data quality assessments, enabling organizations to tailor checks to their specific business processes. - Real-Time Data Validation: Integrates with third-party providers to validate data accuracy in real-time, ensuring information is correct at the point of entry. - Policy Enforcement and Standardization: Establishes and enforces policies for data attributes, ensuring consistency and standardization across the organization. - Workflow Engine: Manages the routing of master data entities, reducing reliance on manual processes and minimizing the potential for human error. - Data Quality Dashboards: Provides visual tools for monitoring data quality metrics and trends, enabling data stewards to address root causes of poor data quality and measure the effectiveness of Master Data Management (MDM) programs. Primary Value and Solutions Provided: Triniti's Data Quality and Governance solutions address the critical issue of poor data quality, which can lead to significant financial losses and operational inefficiencies. By implementing these solutions, organizations can: - Reduce Financial Losses: Prevent costly errors resulting from inaccurate data, such as shipping products to incorrect addresses or duplicating communications to customers. - Enhance Decision-Making: Ensure that business decisions are based on accurate and reliable data, leading to better outcomes and strategic planning. - Improve Operational Efficiency: Streamline data management processes, reduce manual interventions, and enhance the efficiency of downstream processes, including credit checks, order fulfillment, and reporting. - Ensure Regulatory Compliance: Maintain data accuracy and integrity to meet regulatory requirements and avoid potential penalties associated with data mismanagement. By prioritizing data quality and governance, Triniti empowers organizations to treat data as a valuable asset, fostering a culture of accuracy and reliability that drives business success.

Who Is the Company Behind Triniti Data Quality and Governance?

  • Seller: Triniti
  • Year Founded: 1997
  • HQ Location: Davie, US
  • LinkedIn® Page: www.linkedin.com
    366 employees on LinkedIn®
Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026