Best Data Governance Tools - Page 17

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)

Governata for Data Governance

Governata offers comprehensive smart data governance software designed to align with the National Data Management Office (NDMO) and Personal Data Protection Law (PDPL) regulations in Saudi Arabia. Their platform provides a unified solution for data classification, cataloging, quality, and lineage, aimed at enhancing data trust and compliance. Targeting organizations that require efficient data governance operations, Governata supports various roles including Chief Data Officers and Compliance Officers. The software features easy installation, minimal resource requirements, and secure on-premise deployment, making it accessible for both technical and business users.

Who Is the Company Behind Governata for Data Governance?

GRAX

GRAX is paving the way for change in the backup industry by combining Salesforce data backup, recovery, and archiving with scalable data operations (DataOps). The same tool that lets you backup and recover your SaaS data is also the best way to capture, ingest and integrate that backup and archive data into your DataOps ecosystem. The most iconic companies in the world use GRAX to: ➜ Get 4X higher ROI than traditional backup tools ➜ Take ownership and control of all data stored in Salesforce ➜ Backup and recover multiple Salesforce Orgs ➜ Reduce storage costs and improve Org performance ➜ Use backup/archived data in production analytics ➜ Add external data into Salesforce ➜ Bring Salesforce data & metadata into data warehouses ➜ Unify data and reporting across multiple orgs ➜ Improve global compliance and governance ➜ Make better predictions through change data analysis ➜ Monitor changes in customer health ➜ Find new pipeline opportunities across disparate orgs Your Salesforce backup and archive data has strategic value. GRAX helps you maximize that value by letting you use your historical data to ADAPT FASTER.

Who Is the Company Behind GRAX?

  • Seller: GRAX
  • Year Founded: 2018
  • HQ Location: Boston, US
  • LinkedIn® Page: www.linkedin.com
    26 employees on LinkedIn®

Hazy

Hazy is an enterprise-grade synthetic data platform designed to generate high-quality, privacy-compliant synthetic data that mirrors the statistical properties and relationships of original datasets. This enables organizations to utilize data for analytics, machine learning, and testing without exposing sensitive information. Key Features and Functionality: - Data Privacy and Security: Hazy ensures that sensitive data remains within the organization's environment, eliminating the need for data to leave its secure infrastructure. - High-Quality Synthetic Data Generation: The platform produces synthetic data that preserves the statistical characteristics and referential integrity of the original data, ensuring its utility for various applications. - Scalable Deployment Options: Hazy offers flexible deployment methods, including self-hosted options and integration with cloud services like AWS, allowing organizations to scale their synthetic data capabilities efficiently. - User-Friendly Interface: With a no-code interface, Hazy enables both technical and non-technical users to generate synthetic data quickly and easily. - Advanced Automation: The platform features enhanced and automated datatype detection, reducing manual configuration efforts and minimizing the risk of errors. Primary Value and Problem Solved: Hazy addresses the critical challenge of utilizing sensitive data while maintaining privacy and compliance with regulations. By generating realistic synthetic data, organizations can accelerate data-driven projects, enhance machine learning models, and conduct thorough testing without compromising data security. This approach not only safeguards sensitive information but also streamlines data access and collaboration across teams, fostering innovation and efficiency.

Who Is the Company Behind Hazy?

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Hetman Partition Recovery

Undelete files, unformat partitions and recover corrupted hard drives with easy step-by-step wizards. A single, all-in-one solution will take care of all your disk and data recovery needs. Hetman Partition Recovery can unerase deleted files and folders, recover files from formatted, corrupted, repartitioned and inaccessible storage media. In addition, Hetman Partition Recovery offers a comprehensive set of tools to rebuild damaged volumes and partitions, fix corrupted file systems and restore hard disks back to full operation. Hetman Partition Recovery combines the functionality of several disk recovery tools in one convenient package. Undelete, unformat, scandisk and partition recovery tools are easily available and can be used by anyone thanks to the many guided, step-by-step wizards available. This hard drive data recovery tool can be used to restore damaged and inaccessible hard drives back into full operation completely automatically. The hard drive recovery software is designed to be completely safe even in the hands of a computer novice. It opens disk volumes in read-only mode, restoring files and folders onto a different hard drive or burning them onto a CD/DVD media. Alternatively, an ISO image can be created. Recovered information can also be uploaded onto an FTP server. Hetman Partition Recovery is designed with compatibility in mind. The hard drive recovery tool works with all types of storage media including internal and removable hard disks, USB flash drives and all types of memory cards including as SD, microSD, SDHC/SDXC, CompactFlash, Memory Stick and so on. All 32-bit and 64-bit versions of Windows are supported including Windows 7. Hetman Partition Recovery recognizes all versions and revisions of FAT and NTFS file systems ever produced. VFAT, FAT16, FAT32, NTFS3, 4, 5, and NTFS6 can be recovered complete with alternative data stream, NTFS-compressed and encrypted volume support.

Average Rating: 4.7/5.0

Total Reviews: 13

How Do G2 Users Rate Hetman Partition Recovery?

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

Who Is the Company Behind Hetman Partition Recovery?

Who Uses This Product?

  • Company Size: 77% Small, 23% Medium

What Are Recent G2 Reviews of Hetman Partition Recovery?

Hunni

Hunni is a secure and intuitive platform for data and file sharing, designed for users of all technical levels. Whether through an easy-to-use web portal, Excel add-in, or API, Hunni enables seamless creation and sharing of structured data and files. With data governance features, including granular user permissions, activity tracking, and sharing reports, Hunni ensures security and compliance. Multi-factor authentication, sharing approval workflows, alerts, row-level access filtering, and table transformations through views make Hunni a comprehensive solution for efficient and controlled data and file management.

Who Is the Company Behind Hunni?

  • Seller: Hunni
  • Year Founded: 2024
  • HQ Location: Greater Philadelphia, US
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Hyarchis Data Integrity

As GDPR constantly requires companies to verify the accuracy of documents in personal files, our records management solution generates a consistent process of data verification. Correct file storage requires precision. Our document control solution assures the prevention of any data breaches, ensuring that all documents in a file are accumulated properly. All relevant data points are also cross-checked to verify whether documents have been filed in the correct case. Misfiled documents are flagged for manual verification.

Who Is the Company Behind Hyarchis Data Integrity?

  • Seller: Hyarchis
  • Year Founded: 1999
  • HQ Location: Eindhoven, NL
  • LinkedIn® Page: www.linkedin.com
    40 employees on LinkedIn®

ibisa Software

Ibisa is a software for the automation of business operations and processes that helps companies to have greater visibility and traceability of their operations. With ibisa, companies can digitize their internal forms and processes quickly and easily, saving time and reducing the use of paper. In addition, the software allows you to connect data and applications, which helps make more informed business decisions. With ibisa, companies can measure the KPIs of their processes and improve their performance. It also helps organize operations information and stand out within your company. In short, ibisa is a tool for continuous improvement and business growth.

Who Is the Company Behind ibisa Software?

Infor Data Lake

InforData Lake tools deliver schema-on-read intelligence along with a fast, flexible data consumption framework to enable new ways of making key decisions. With leveraged access to your entire Infor ecosystem, you can start capturing and delivering big data to power your next generation analytics and machine learning strategies.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Infor Data Lake?

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

Who Is the Company Behind Infor Data Lake?

  • Seller: Infor
  • Year Founded: 2002
  • HQ Location: New York
  • LinkedIn® Page: www.linkedin.com
    22,165 employees on LinkedIn®
  • Phone: 800-260-2640

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Infor Data Lake?

What Are G2 Users Discussing About Infor Data Lake?

Iristrace

Iristrace simplifies Governance, Risk, and Compliance (GRC) processes by bringing the digital transformation to the front lines.

Who Is the Company Behind Iristrace?

IRI Voracity

IRI Voracity is a unified, enterprise-grade data management platform designed for end-to-end data discovery, integration (ETL/ELT), governance, migration, test data management, and AI data preparation. Developed by Innovative Routines International (IRI), Voracity consolidates multiple standalone data tools into a single operational stack powered by the high-performance IRI CoSort manipulation engine. Core Architecture & Execution Model Voracity utilizes an in-memory, single-pass processing framework to maximize throughput and eliminate infrastructure overhead: * In-Memory Single-Pass Engine (CoSort): Instead of staging intermediate data across temporary database tables or disk storage, Voracity executes multi- threaded data transformation, sorting, joining, data quality filtering, and masking simultaneously in-memory. * IRI Workbench IDE: Jobs are managed and built in IRI Workbench, an Eclipse-based integrated development environment featuring visual workflow designers, schema mappers, dialog wizards, and syntax-aware text editors. * Metadata-Driven 4GL (SortCL): Job definitions use open, human-readable SortCL (Sort Control Language) text scripts, allowing direct integration into Git repositories, CI/CD automation pipelines, and modern DevOps tools without proprietary repository lock-in. Automated Data Classification & Discovery Before applying protection or pipelines, Voracity uses a centralized data labeling framework within IRI Workbench: * Unified Data Classification: Users automatically scan and map corporate data sources to establish shared data classes and groups tailored to specific privacy laws (e.g., GDPR, HIPAA) or sensitivity levels. * Persistent Masking Logic: Once data classification rules are mapped to a specific data class, those exact rules are reused consistently across all integration, synthesis, and anonymization workflows, preserving referential integrity. Key Functional Capabilities * Test Data Management (TDM) & Privacy (RowGen, FieldShield, DarkShield): o Synthetic Data Generation (IRI RowGen): Creates referentially intact, highly realistic synthetic test datasets from scratch using data dictionaries, DDLs, and custom business logic, removing production privacy risks entirely. o Advanced Structured Governance (IRI FieldShield): Connects to structured databases, flat files, ASN.1-compatible call detail records (CDRs), legacy COBOL files, and Excel spreadsheets. While other engines mask data, FieldShield uniquely scales to support advanced business logic, conditional rules, and statistical re-identification (re-ID) risk scoring to calculate and mitigate information leakage from quasi-identifiers. o Multi-Source & Semi-Structured Security (IRI DarkShield): Built to scan and redact PII/PHI hidden in unstructured text, PDFs, logs, and images, as well as complex semi-structured formats like JSON, XML, NoSQL collections, and Kafka streams. Additionally, DarkShield is highly capable of executing structured data masking in relational databases, sharing the same data classification matching patterns as FieldShield. * AI, Machine Learning & LLM Data Preparation: o Feature Engineering & Cleansing: Aggregates, normalizes, standardizes, and cleanses massive multi-source datasets to feed downstream ML training pipelines. o Textual ETL & Compliant RAG Pipelines: Sanitizes enterprise documents, semi-structured logs, and free-text streams while extracting structured attributes via textual ETL to build clean, compliant vector databases for Retrieval- Augmented Generation (RAG) and LLM fine-tuning. o Synthetic Training Sets: Utilizes RowGen to generate synthetic training data to balance edge-case distributions and mitigate data scarcity without violating privacy regulations. * Real-Time Change Data Capture & Sync (IRI Ripcurrent): o Tracks transactional log changes across relational engines (Oracle, SQL Server, MySQL, PostgreSQL) to capture inserts, updates, and deletes in real time. o Dynamically applies FieldShield data masking rules in-flight during replication streams to protect sensitive targets. * Data Integration (ETL/ELT) & Data Quality: o Connects natively across relational databases, NoSQL engines, cloud object stores (S3, Azure Blob, GCS), message queues (Kafka, MQTT), and legacy mainframe files (VSAM, ISAM, EBCDIC). o Applies validation, data scrubbing, deduplication, and schema standardizations directly within the ETL flow. Operational Security & Job Governance (IRI OGS) To ensure enterprise-level compliance and control across data management workflows, Voracity can be paired with the IRI Operational Governance System (OGS) runtime framework. OGS wraps around SortCL-driven execution jobs to enforce job and data access control policies, verify the integrity of job scripts, and capture granular audit logs, giving compliance and security teams full accountability across all transformation, migration, and masking jobs. Why Choose Voracity Over Traditional Data Stacks * Consolidated Tool Footprint: Replaces fragmented licenses for standalone ETL, data masking, quality, CDC, and test data management software with a unified runtime and design interface. * High-Throughput Transformation: Reduces hardware utilization and eliminates staging bottlenecks via multi-threaded, in-memory processing. * DevOps & Git-Friendly: Bypasses proprietary binary repositories in favor of plain-text, version-controllable SortCL scripts.

Who Is the Company Behind IRI Voracity?

  • Seller: IRI
  • Year Founded: 1978
  • HQ Location: Melbourne, US
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Jettee Governance

Jettee helps security, compliance, and data teams identify, prioritize, and reduce risk in unstructured data. Organizations use Jettee to quickly find sensitive and high-value information across large document repositories, focus remediation on what actually matters, and support audits, breach response, and AI initiatives without scanning or labeling everything. Jettee works alongside existing content platforms and security tools, giving teams clear visibility into where their real data risk lives so they can act faster and with confidence.

Who Is the Company Behind Jettee Governance?

  • Seller: Jettee
  • Year Founded: 2024
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

JOY PIM

JOY PIM, is the all-in-one tool for effortless product information management, offering Collaboration, Control, Commerce, and Visibility. Centralize all product details from descriptions to digital assets keeping data consistent, accurate, and instantly accessible. Say goodbye to scattered info and hello to seamless organization.

Who Is the Company Behind JOY PIM?

Ketch

Ketch is redefining responsible data use for the AI era. The Ketch Platform helps brands collect, control, and activate clean, permissioned, AI-ready and privacy-safe data across every device, system, and third-party app. Ketch was named a Leader in the inaugural Gartner® Magic Quadrant™ for Privacy UX. Ketch is positioned highest for ‘Ability to Execute’ and furthest for ‘Completeness of Vision.’ The Ketch platform includes products for: - Consent and Preference Management - Marketing Preference Management - Data Subject Rights Fulfillment - Data Mapping, Discovery, and Classification - Risk Assessments and Reporting Brands around the world use Ketch to simplify privacy and consent operations, increase revenue from advertising, data, and AI initiatives, and build trust with customers and partners. Customers report their favorite aspects of the Ketch platform include: - Intuitive, easy-to-use interface for non-technical team members. - No coding required for creating policies, building automations, and customizing privacy notices. - Pre-built integration library including popular systems and applications. - Responsive, proactive, and consistent customer support. Learn more at ketch.com.

Average Rating: 4.6/5.0

Total Reviews: 223

How Do G2 Users Rate Ketch?

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

Who Is the Company Behind Ketch?

  • Seller: Ketch
  • Company Website:
  • Year Founded: 2020
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    110 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 47% Medium, 28% Small

What Do G2 Reviewers Say About Ketch?

AI-generated summary from verified user reviews

Pros
  • Users commend Ketch for its exceptional customer support, highlighting quick responses and knowledgeable assistance throughout the setup process.
  • Users praise Ketch for its seamless ease of use, making cookie management effortless and efficient for teams.
  • Users praise the implementation ease of Ketch, highlighting its user-friendly setup and supportive team throughout the process.
  • Users value Ketch's intuitive interface and automation features, greatly simplifying compliance and data management across platforms.
  • Users love the user-friendly interface of Ketch, which simplifies privacy management and enhances overall compliance efforts.
Cons
  • New users may face a steep learning curve with Ketch, requiring some guidance for effective usage.
  • Users find the poor interface design of Ketch challenging, as navigation and editing features often lack clarity and accessibility.
  • Users find the navigation difficult, often relying on the search bar to locate features within Ketch's UI.
  • Users face complexity issues with Ketch's customization and integration, often needing developer assistance and facing a steep learning curve.
  • Users face integration issues that demand excessive engineering effort and can complicate the overall user experience.

What Are Recent G2 Reviews of Ketch?

What Are G2 Users Discussing About Ketch?

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