Best Data Governance Tools - Page 21

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)

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®

Sealit

Sealit protects confidential information. Our password-less Zero Trust encryption allows you to secure all sensitive communication with your team and clients with just one click. Sealit seamlessly integrates with Outlook, Gmail, and your file systems, allowing you to continue working the way you do. Recipients simply use their biometrics to access messages, ensuring that only desired recipients can access confidential information. Sealit is here to protect your most important asset - your data.

Average Rating: 4.9/5.0

Total Reviews: 10

How Do G2 Users Rate Sealit?

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

Who Is the Company Behind Sealit?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Sealit?

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ServiceNow Identity & Access Security (formerly Veza)

Veza is the authorization platform for data security. Identity and security professionals use Veza to modernize access governance for the new data landscape. By automating the work of finding and fixing excessive permissions on a continuous basis, Veza helps organizations achieve Least Privilege. Veza’s unique approach ingests metadata from any app or data system, organizes it as an authorization graph, and makes it searchable in real-time.

Who Is the Company Behind ServiceNow Identity & Access Security (formerly Veza)?

  • Seller: Veza
  • Year Founded: 2020
  • HQ Location: Silicon Valley, US
  • LinkedIn® Page: www.linkedin.com
    287 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®

sidecar

Sidecar data catalog is a modern, intuitive and comprehensive tool to discover, classify and enrich all your data assets. Automatically index all the metadata in a centralized repository and provide a clear view of the complex and fragmented data management environments to your data consumer. With the Business Glossary capabilties, you can easily enrich all your data assets with business context, clear definitions, rules and transformations. Foster team work among the user community by exchanging ideas on the data assets with the collaboration tool. Add custom tags and classifcations to organize your assets and manage your sensitive data to comply with GDPR, HIPAA, CPRA, etc... Data consumers will spend less time searching for the right data and focus on delivering faster insights.

Average Rating: 4.5/5.0

Total Reviews: 4

How Do G2 Users Rate sidecar?

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

Who Is the Company Behind sidecar?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of sidecar?

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
  • 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
  • LinkedIn® Page: www.linkedin.com
    611 employees on LinkedIn®

Sparrow.Plan

Sparrow.Plan is a SaaS product for planning and optimizing spare parts stocks. Using tens of data points, live info from suppliers and learning algorithms, Sparrow.Plan is able to recommend the ideal stock room level: eliminate over stock and reduce downtime. Planning and optimization for every spare part on stock: - Sparrow.Plan uses part specific demand forecasting based on the part classification - Customized per site based on local historical data for spare parts procurement and usage - A learning algorithm improves recommendations based on user input and new data User friendly and intuitive application for data-driven spare parts planning: - Key stockroom metrics at your fingertips - Detailed analysis per part gives you confidence and control - Built-in approval processes reflect your internal processes Collaboration and integration with leading ERPs: - Supporting import and export templates - Live integration with ERP possible - for ingesting updated data and sending planning records

Who Is the Company Behind Sparrow.Plan?

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®

Spiceware PII CDE

As the average data retention rate of companies increase, data breach, cloud security and related costs are increasing but most security solutions cannot be installed on the cloud or is based on legacy DB encryption technology, making it hard for businesses to protect their assets in the cloud. Spiceware PII CDE provides an AI-based automated privacy protection solution which collects, detects, and encrypts PII in the cloud environment using a patented no-code modification technology, conveniently and effectively safeguarding sensitive data even in case of a data breach.

Who Is the Company Behind Spiceware PII CDE?

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?

Stellarbridge

Stellarbridge is the control plane for storing and sharing sensitive data. we provide secure file storage and transfer for regulated markets like SOC 2, HIPAA, and manufacturing (non regulated but sensitive). our product provides granular controls over access and use of data, audit logs logging every interaction with a file, governance over how AI can interact with data, and more.

Who Is the Company Behind Stellarbridge?

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