Best Data Governance Tools - Page 15

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)

Oraion

Who Is the Company Behind Oraion?

  • Seller: Oraion
  • Year Founded: 2024
  • HQ Location: Dublin, IE
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

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
    5 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®

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
    4,399 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 value the seamless API integration of Qlik Talend Cloud, simplifying data ingestion without extra infrastructure.
  • Users love the automation capabilities of Qlik Talend Cloud, streamlining data ingestion without extra infrastructure setup.
  • Users value the ease of building data ingestion pipelines in Qlik Talend Cloud without needing extra infrastructure.
  • Users appreciate the ease of Data Ingestion with Qlik Talend Cloud, allowing seamless pipeline creation without extra infrastructure.
  • Users appreciate the ease of building data ingestion pipelines in Qlik Talend Cloud without extra infrastructure setup.

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
  • 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

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®

Solix Common Data Platform

Solix Common Data Platform (CDP) is a uniform data collection, retention management and bulk data storage solution for structured and unstructured data. The Solix CDP features enterprise archiving, data lake, data governance and advanced analytics applications to help organizations achieve data-driven business results.

Who Is the Company Behind Solix Common Data Platform?

  • Seller: Solix
  • Year Founded: 2002
  • HQ Location: Santa Clara, California, United States
  • Twitter: @solixbigdata
    2,253 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    611 employees on LinkedIn®

Solix Data Sense

Solix Data Sense is an enterprise data intelligence solution that transforms structured databases, unstructured documents, and records into an AI-ready intelligence layer. It combines Application Knowledge Graph, Content Intelligence, and Intelligent Classification to help organizations discover data, understand relationships, classify information, and apply governance. Data Sense uses guided workflows with human review to help organizations prepare trusted enterprise data for AI, analytics, compliance, modernization, and data governance.

Who Is the Company Behind Solix Data Sense?

  • Seller: Solix
  • Year Founded: 2002
  • HQ Location: Santa Clara, California, United States
  • Twitter: @solixbigdata
    2,253 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    611 employees on LinkedIn®

SpecterX

SpecterX is an end-to-end data management solution for cloud-driven enterprises, allowing easy and secure cloud transformation by bringing complete visibility, full control and extensive protection over the entire organizational data, in one single platform. We believe in the power of data to transform businesses and drive innovation and competitive advantage. We aim to maximize the organization’s control over their data in a seamless, secure and a compliant way.

Who Is the Company Behind SpecterX?

  • Seller: SpecterX
  • Year Founded: 2019
  • HQ Location: Tel Aviv, IL
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®

SQLCloud

SQLFlow provides a visual representation of the overall flow of data. Automated SQL data lineage analysis across Databases, ETL, Business Intelligence, Cloud and Hadoop environments by parsing SQL Script and stored procedure.

Who Is the Company Behind SQLCloud?

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