Best Data De-Identification Tools - Page 4

How Many Data De-Identification Tools Products Does G2 Track?

Total Products under this Category: 113

Category Stats (Sep 2026)

  • Average Rating: 4.44/5 The average rating of products in this category, based on all submitted ratings

Last updated: September 01, 2026

How Does G2 Rank Data De-Identification Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 800+ Authentic Reviews
  • 113+ 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 De-Identification Tools

G2 Grid® for Data De-Identification Tools plotting products by satisfaction and market presence

Highlighted products: IBM InfoSphere Optim Data Privacy, Tonic.ai, Tumult Analytics, Informatica Data & AI Governance, Privacy, brighter AI, VGS Platform, Limina, and Evervault.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-de-identification/grids.json?focus%5B%5D=ibm-infosphere-optim-data-privacy&focus%5B%5D=tonic-ai&focus%5B%5D=tumult-analytics&focus%5B%5D=informatica-data-ai-governance-privacy&focus%5B%5D=brighter-ai&focus%5B%5D=very-good-security-vgs-platform&focus%5B%5D=limina&focus%5B%5D=evervault-2022-11-22)

Titaniam Protect

Titaniam Protect makes it possible to search, analyze, aggregate, manipulate and transact sensitive data while maintaining granular, flexible, and adaptive protection for specific data and usage scenarios.

Average Rating: 4.7/5.0

Total Reviews: 3

How Do G2 Users Rate Titaniam Protect?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)
  • GDPR compliant: 9.2/10 (Category avg: 9.2/10)
  • Static pseudonymization: 10.0/10 (Category avg: 9.0/10)
  • CCPA compliant: 9.2/10 (Category avg: 9.1/10)

Who Is the Company Behind Titaniam Protect?

  • Seller: Titaniam
  • Year Founded: 2019
  • HQ Location: San Jose, US
  • LinkedIn® Page: www.linkedin.com
    38 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Medium, 33% Small

What Are Recent G2 Reviews of Titaniam Protect?

Databunker Pro

Databunker Pro is a self-hosted, GDPR-compliant secure vault and SDK designed to protect sensitive customer records, including Personally Identifiable Information (PII, Protected Health Information (PHI, and Know Your Customer (KYC data. Building upon the open-source Databunker platform, Databunker Pro offers advanced features tailored for enterprise security and compliance needs. Key Features and Functionality: - Enterprise Security Enhancements: Includes multi-tenancy support, key rotation mechanisms, and Shamir’s secret sharing for robust data protection. - Advanced Tokenization: Provides credit card and format-preserving tokenization APIs to secure payment information. - Flexible Deployment Options: Compatible with Kubernetes, OpenShift, and Docker Compose for seamless integration into various infrastructures. - Enhanced Access Control and Data Masking: Offers fine-grained access policies and data masking capabilities to ensure data confidentiality. - Comprehensive Consent Management: Features a built-in Consent Management Platform with user privacy portals and Data Protection Officer (DPO management tools. - Professional Support: Provides dedicated support and customization services to meet specific organizational requirements. Primary Value and Problem Solved: Databunker Pro addresses the critical need for secure storage and management of sensitive customer data, ensuring compliance with regulations such as GDPR, HIPAA, and PCI DSS. By offering advanced encryption, tokenization, and privacy management features, it simplifies the implementation of privacy-by-design principles, reduces the risk of data breaches, and streamlines compliance processes. Organizations can confidently protect customer information while maintaining operational efficiency and regulatory adherence.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Databunker Pro?

  • Ease of Use: 8.3/10 (Category avg: 8.9/10)
  • GDPR compliant: 10.0/10 (Category avg: 9.2/10)
  • Static pseudonymization: 10.0/10 (Category avg: 9.0/10)
  • CCPA compliant: 8.3/10 (Category avg: 9.1/10)

Who Is the Company Behind Databunker Pro?

Who Uses This Product?

  • Company Size: 100% Medium, 100% Small

What Are Recent G2 Reviews of Databunker Pro?

DataHeroes Privacy Guard

Protect the privacy of your employees and clients. Dataheroes Privacy Guard anonymizes all your privacy-sensitive data. Nothing can be traced back to people, while your data remains usable for testing, development and analysis purposes.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate DataHeroes Privacy Guard?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)
  • GDPR compliant: 10.0/10 (Category avg: 9.2/10)
  • Static pseudonymization: 10.0/10 (Category avg: 9.0/10)
  • CCPA compliant: 10.0/10 (Category avg: 9.1/10)

Who Is the Company Behind DataHeroes Privacy Guard?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of DataHeroes Privacy Guard?

Face and License Plate Anonymizer

NavInfo Europe's face and license plate anonymizer detects and blurs recognisable faces and license plates in images. The blurring of faces and license plates helps to reach global privacy standards. The models are trained using images taken from a dashcam. For any specific solution, contact us to create a model to solve your needs The average precision, average recall and F1-score for License Plates are 98.5, 99.42 and 98.96 respectively . For faces these are 95.59, 98.05 and 96.80 respectively. Validation sets used: CCPD validation set for license plates and IJB-C validation set for faces.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Face and License Plate Anonymizer?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Face and License Plate Anonymizer?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Face and License Plate Anonymizer?

HushHush Data Masking

De-identify sensitive data in your organization quickly and easily with HushHush Data Masking components. Use a variety of algorithms to satisfy multiple scenarios and compliance requirements, including HIPAA, GDPR, GLBA, and PCI. Simultaneously mask sensitive data in databases and files thanks to SSIS native integration that complements SQL Server SDLC capabilities, providing enterprise-wide referential integrity. Key features Mask sensitive data retained for testing and research purposes Control who can access your data within your organization Satisfy the requirements of GLBA, HIPAA, GDPR, SOX, PCI DSS/ PIPEDA

Average Rating: 4.4/5.0

Total Reviews: 8

How Do G2 Users Rate HushHush Data Masking?

  • Ease of Use: 9.0/10 (Category avg: 8.9/10)
  • GDPR compliant: 8.3/10 (Category avg: 9.2/10)
  • Static pseudonymization: 10.0/10 (Category avg: 9.0/10)
  • CCPA compliant: 10.0/10 (Category avg: 9.1/10)

Who Is the Company Behind HushHush Data Masking?

  • Seller: HushHush
  • Year Founded: 2013
  • HQ Location: LAS VEGAS, NV
  • Twitter: @HushHush_vm
    44 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 63% Small, 25% Large

What Are Recent G2 Reviews of HushHush Data Masking?

What Are G2 Users Discussing About HushHush Data Masking?

Image & Video Anonymization

Celantur offers high quality, cost-effective and flexible image and video anonymization solutions to comply with the GDPR and other data protection laws. By using machine learning, we can detect and blur automatically several objects such as faces, license plates, bodies and vehicles.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Image & Video Anonymization?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)
  • GDPR compliant: 10.0/10 (Category avg: 9.2/10)
  • Static pseudonymization: 8.3/10 (Category avg: 9.0/10)
  • CCPA compliant: 8.3/10 (Category avg: 9.1/10)

Who Is the Company Behind Image & Video Anonymization?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Image & Video Anonymization?

Mage Sensitive Data Retirement

iMinimize maps the data flow within your enterprise, thereby providing you with accurate knowledge of data proliferation, and equips you to act on Subject Rights Requests in an automated and comprehensive manner.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Mage Sensitive Data Retirement?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)
  • GDPR compliant: 10.0/10 (Category avg: 9.2/10)
  • Static pseudonymization: 8.3/10 (Category avg: 9.0/10)
  • CCPA compliant: 10.0/10 (Category avg: 9.1/10)

Who Is the Company Behind Mage Sensitive Data Retirement?

  • Seller: Mage
  • Year Founded: 2014
  • HQ Location: New York, NY
  • LinkedIn® Page: www.linkedin.com
    84 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Mage Sensitive Data Retirement?

Pridatex Trial

Pridatex Trial is a user-friendly software solution designed to streamline website performance analysis. It offers quick results, enabling users to assess their site's functionality within minutes. The trial version is available at no cost, allowing users to evaluate the software's capabilities before making a purchase. This tool is particularly beneficial for individuals without prior technical experience, as it simplifies the process of understanding website performance metrics. Key Features and Functionality: - Ease of Use: Designed with a straightforward interface, making it accessible to users of all skill levels. - Rapid Results: Provides quick insights into website performance, enabling timely optimizations. - Free Trial: Offers a cost-free trial period, allowing users to test the software's features without financial commitment. Primary Value and User Solutions: Pridatex Trial addresses the need for an efficient and accessible tool to evaluate website performance. By offering a simple interface and rapid results, it empowers users to identify and resolve issues promptly, enhancing the overall user experience of their websites. The free trial ensures that users can make informed decisions about the software's suitability for their needs before investing.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Pridatex Trial?

  • Ease of Use: 8.3/10 (Category avg: 8.9/10)
  • GDPR compliant: 10.0/10 (Category avg: 9.2/10)
  • Static pseudonymization: 8.3/10 (Category avg: 9.0/10)
  • CCPA compliant: 8.3/10 (Category avg: 9.1/10)

Who Is the Company Behind Pridatex Trial?

  • Seller: Pridatex
  • Year Founded: 2020
  • HQ Location: Fremont, US
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Pridatex Trial?

Questa Safe AI

Questa Safe AI provides LLM powered fast analysis of business files without sharing confidential data in those files with LLM companies for AI training on your data. We anonymize (redact) personal and confidential information either on cloud or locally on your server before you choose models like GPT-5 or Claude to analyze. Pre-made templates of Finance, Strategy, Sales and others along with Custom prompts available. No vendor locking in to one LLM provider.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Questa Safe AI?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)
  • GDPR compliant: 10.0/10 (Category avg: 9.2/10)
  • Static pseudonymization: 10.0/10 (Category avg: 9.0/10)
  • CCPA compliant: 10.0/10 (Category avg: 9.1/10)

Who Is the Company Behind Questa Safe AI?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Questa Safe AI?

Rixon Enterprise Vaultless Tokenization

Rixon Technology (PB Analytics, Inc. d/b/a Rixon Technology) is a cybersecurity and data protection company specializing in patented keyless, vaultless tokenization for organizations that process, store, or move sensitive data at scale. Rixon is not format-preserving encryption (FPE) or a traditional key-based encryption service. Our approach is keyless tokenization, designed to reduce vault and key management complexity while strengthening security and privacy. We help fintechs, payment processors, SaaS providers, healthcare technology firms, and regulated enterprises protect high-risk information like PCI cardholder data, PII, financial account data, and customer identifiers without relying on traditional token vaults or storing customer data. Our platform delivers cloud-native, API-first tokenization built for modern architectures, including microservices, cloud migrations, and high-volume transaction environments. By removing raw sensitive values from operational systems and replacing them with secure tokens, organizations can reduce breach impact, strengthen privacy controls, and simplify compliance with requirements such as PCI DSS 4.0, GDPR, HIPAA, CCPA, and regional data sovereignty mandates. Unlike many legacy tokenization solutions, Rixon’s approach is engineered to minimize storage and attack surface while maintaining performance, resilience, and business continuity. Rixon is built for teams that demand speed and reliability. Our solution supports sub-second response times, high-throughput operations, and scalable deployments across multiple environments. Customers use Rixon to reduce compliance scope, harden applications against credential theft and data exfiltration, and modernize data security strategies without disrupting business workflows. We also support advanced policy-driven protections such as controlled detokenization, regional access constraints, and audit-ready logging to help organizations demonstrate strong governance and accountability. If your business is scaling payments, digital onboarding, customer data operations, or regulated analytics, Rixon helps you protect what matters most while keeping systems fast and usable. Our mission is simple: reduce the risk of sensitive data exposure by ensuring it does not remain in systems where it can be stolen.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Rixon Enterprise Vaultless Tokenization?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)
  • GDPR compliant: 10.0/10 (Category avg: 9.2/10)
  • Static pseudonymization: 10.0/10 (Category avg: 9.0/10)
  • CCPA compliant: 10.0/10 (Category avg: 9.1/10)

Who Is the Company Behind Rixon Enterprise Vaultless Tokenization?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Rixon Enterprise Vaultless Tokenization?

Semele Obfuscation

Semele’s robust set of masking methods protects sensitive data in lower environments where enhanced access and reduced security controls make it more vulnerable to breach.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Semele Obfuscation?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)
  • GDPR compliant: 10.0/10 (Category avg: 9.2/10)
  • Static pseudonymization: 8.3/10 (Category avg: 9.0/10)
  • CCPA compliant: 8.3/10 (Category avg: 9.1/10)

Who Is the Company Behind Semele Obfuscation?

Who Uses This Product?

  • Company Size: 100% Large, 100% Medium

What Are Recent G2 Reviews of Semele Obfuscation?

The LeapYear Platform

LeapYear’s differentially private system protects some of the world’s most sensitive datasets, including social media data, medical information, and financial transactions. The system ensures analysts, data scientists, and researchers can derive value from all of the data, including data of highly sensitive fields, while protecting all facts about individuals, entities, and transactions.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate The LeapYear Platform?

  • Ease of Use: 5.0/10 (Category avg: 8.9/10)
  • GDPR compliant: 6.7/10 (Category avg: 9.2/10)
  • Static pseudonymization: 8.3/10 (Category avg: 9.0/10)
  • CCPA compliant: 6.7/10 (Category avg: 9.1/10)

Who Is the Company Behind The LeapYear Platform?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of The LeapYear Platform?

Wald.ai

Wald.ai — Make AI Safe Wald.ai helps organizations adopt generative AI without compromising on data security or compliance. The platform is built around two complementary offerings that give security and IT teams full visibility and control over how employees use AI tools. Wald LLM Pack is a SaaS workspace that gives teams a single, secure entry point to leading AI models — including ChatGPT, Claude, Gemini, and Grok — all from one workspace with a single subscription. Rather than juggling separate logins and tools for each model, users can switch between them instantly and pick the best model for the task at hand. What sets it apart is its contextual sanitization layer: sensitive information within prompts is automatically detected and masked based on meaning and context rather than simple keyword or regex matching, making prompts secure before they ever reach an external AI provider. Teams also get private AI assistants trained on their own internal knowledge and documents, along with an admin portal that logs every prompt, user, and policy decision for a full audit trail, helping organizations stay aligned with frameworks like HIPAA, GDPR, and CCPA. Wald AI DLP extends that governance to the endpoint. It's an on-device agent that inspects prompts and file uploads locally in real time, detecting PII, PHI, customer data, source code, and financial records, and enforcing policy before any sensitive data reaches an AI tool. Rather than relying on static rules, it uses a locally installed small language model that understands context before flagging content, which significantly reduces false positives and negatives compared to traditional pattern-matching DLP. Policies are flexible and centrally managed — admins can configure the agent to allow, monitor, warn, or block AI usage across devices, browsers, data types, teams, and specific AI applications from a single policy engine. Because inspection happens on-device, sensitive data never has to be sent to an external server to be classified, which helps close shadow-AI blind spots and supports data residency and compliance requirements. Together, Wald LLM Pack and Wald AI DLP let organizations give employees broad, productive access to top AI models while maintaining the visibility, policy enforcement, and audit trail security teams need to trust that access. Wald.ai holds SOC 2 Type II certification and is trusted by 55+ regulated organizations

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Wald.ai?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Wald.ai?

Who Uses This Product?

  • Company Size: 100% Large

What Do G2 Reviewers Say About Wald.ai?

AI-generated summary from verified user reviews

Pros
  • Users value the API integration in Wald.ai, making it easy to access multiple LLMs seamlessly.
  • Users value the sanitization feature of Wald.ai, ensuring sensitive information is protected while querying effectively.
  • Users appreciate the customer support features of Wald.ai, enhancing their experience and assistance with queries.
  • Users praise the excellent customer support of Wald.ai, ensuring efficient problem resolution and assistance.
  • Users appreciate the customization options of Wald.ai, allowing tailored experiences and enhanced user satisfaction.
Cons
  • Users face chat functionality issues, making it difficult to maintain a smooth and continuous conversation.
  • Users feel the absence of image upload features and continuous chat options limits their experience with Wald.ai.

What Are Recent G2 Reviews of Wald.ai?

5G Core Network Solution

5G speeds will create new experiences for consumers. Programmable networks, slicing, and narrowband devices will mean new classes of business applications. In sum, 5G will transform the role of mobile networks in society. Are you ready? Learn more: https://www.alepo.com/solutions/5g-core-network-solutions/

Who Is the Company Behind 5G Core Network Solution?

  • Seller: Alepo
  • Year Founded: 2019
  • HQ Location: Austin, US
  • LinkedIn® Page: www.linkedin.com
    156 employees on LinkedIn®
  • Phone: +1 (512) 879-1030

Acuity AutoRedact

Acuity AutoRedact is AI-powered redaction software that removes personally identifiable information from documents and videos. It detects and obscures faces, names, addresses, ID numbers, and other sensitive data in text, images, and video footage. Supporting formats like PDFs, Office files, emails, images, and videos, it enables bulk uploads, automatic detection, and user-controlled redaction via a review interface. Video redaction identifies individuals and vehicles, allowing selective visibility. The platform secures data with AES-256 encryption, TLS 1.3 transmission, and a "Process and Purge" policy that deletes files within 24 hours. Operating within UK/EU infrastructure, it complies with UK GDPR, ensuring data sovereignty. Acuity AutoRedact does not use uploaded data for AI training, generates audit logs for transparency, and supports Data Subject Access Requests and Freedom of Information disclosures.

Who Is the Company Behind Acuity AutoRedact?

Brandon Summers-Miller
BS
Researched and written by Brandon Summers-Miller
Updated October 3, 2024