Best Data De-Identification Tools - Page 3

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

Total Products under this Category: 114

Category Stats (Oct 2026)

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

Last updated: October 22, 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
  • 114+ 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: Informatica Data & AI Governance, Privacy, IBM InfoSphere Optim Data Privacy, Tonic.ai, VGS Platform, Tumult Analytics, brighter AI, Limina, and Evervault.

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

RansomDataProtect

RansomDataProtect offers a secure solution for sending and sharing sensitive and personal data with confidence. With an easy-to-use interface and robust encryption options, RansomDataProtect ensures total confidentiality for its users while ensuring GDPR compliance. Users can choose between two security options: a shared password or automatic authentication through the owner-designated trust circles. Each option offers unique advantages in terms of security and convenience. RansomDataProtect also provides the ability to partially or fully conceal files, making collaboration easier without compromising security. Furthermore, encrypted emails can only be decrypted by users within the same trust circle or those who possess the appropriate password. In short, RansomDataProtect is the ideal solution for users who are looking to ensure the security of their sensitive and personal data when sending and sharing files and emails.

Average Rating: 5.0/5.0

Total Reviews: 3

How Do G2 Users Rate RansomDataProtect?

  • Ease of Use: 6.7/10 (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 RansomDataProtect?

  • Seller: Droon
  • Year Founded: 2019
  • HQ Location: Paris, FR
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of RansomDataProtect?

STRM Privacy

Privacy by Design for data _ Bring your privacy policies into data and make sure purpose, transformation and processing are aligned and safe to use in our Privacy Streams.

Average Rating: 4.5/5.0

Total Reviews: 3

How Do G2 Users Rate STRM Privacy?

  • Ease of Use: 9.4/10 (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 STRM Privacy?

Who Uses This Product?

  • Company Size: 100% Medium, 67% Large

What Are Recent G2 Reviews of STRM Privacy?

Thales CipherTrust Tokenization

Vormetric Tokenization and related solutions dramatically reduce the cost and effort of meeting compliance mandates such as GDPR and PCI DSS. Vormetric Tokenization with Dynamic Data Masking protects data at the application level with simple RESTful API calls to replace sensitive data with a comprehensive range of data transformation mechanisms.

Average Rating: 4.0/5.0

Total Reviews: 5

How Do G2 Users Rate Thales CipherTrust Tokenization?

  • Ease of Use: 7.1/10 (Category avg: 8.9/10)

Who Is the Company Behind Thales CipherTrust Tokenization?

  • Seller: Thales Group
  • HQ Location: Austin, Texas
  • Twitter: @ThalesCloudSec
    6,935 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    46 employees on LinkedIn®
  • Ownership: EPA:HO
  • Total Revenue (USD mm): $15,854

Who Uses This Product?

  • Company Size: 33% Large, 33% Medium

What Do G2 Reviewers Say About Thales CipherTrust Tokenization?

AI-generated summary from verified user reviews

Pros
  • Users find Thales data tokenization to be simple and intuitive, effectively protecting their important data with ease.
Cons
  • Users find Thales data tokenization expensive for small businesses, making it a challenging investment for some.

What Are Recent G2 Reviews of Thales CipherTrust Tokenization?

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works
Connect G2 to ChatGPTConnect G2 to Claude

Wizuda Data Anonymisation

Wizuda is the innovation leader in providing software solutions that allow organisations to take control and track all data flows, internally and externally, to create an environment of compliance and data privacy.

Average Rating: 4.3/5.0

Total Reviews: 3

How Do G2 Users Rate Wizuda Data Anonymisation?

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

Who Is the Company Behind Wizuda Data Anonymisation?

  • Seller: Wizuda
  • Year Founded: 2001
  • HQ Location: Dublin 22, IE
  • Twitter: @WizudaGDPR
    392 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Large

What Are Recent G2 Reviews of Wizuda Data Anonymisation?

Assure QuickEDD

Protecting critical IBM i applications from downtime and guarding against data loss with simple, scalable, full-featured high availability and disaster recovery products.

Average Rating: 4.5/5.0

Total Reviews: 5

How Do G2 Users Rate Assure QuickEDD?

  • Ease of Use: 8.3/10 (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: 9.2/10 (Category avg: 9.1/10)

Who Is the Company Behind Assure QuickEDD?

  • Seller: Precisely
  • HQ Location: Burlington, Massachusetts
  • Twitter: @PreciselyData
    3,963 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,046 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Medium, 40% Small

What Are Recent G2 Reviews of Assure QuickEDD?

Assure Security

Enabling your organization to comply with cybersecurity regulations and strengthen IBM i security by controlling access to systems and data, enforcing data privacy, monitoring for compliance, and assessing risks.

Average Rating: 4.1/5.0

Total Reviews: 12

How Do G2 Users Rate Assure Security?

  • Ease of Use: 8.8/10 (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 Assure Security?

  • Seller: Precisely
  • HQ Location: Burlington, Massachusetts
  • Twitter: @PreciselyData
    3,963 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,046 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 33% Large

What Are Recent G2 Reviews of Assure Security?

Cloud Compliance for Salesforce

Build customer trust by keeping their data safe and your processes compliant with GDPR, CCPA, LGPD, and HIPAA data privacy regulations. ✔ Privacy Rights Automation Automate Data Portability, Right To Be Forgotten (RTBF), de-identification, and other Subject Access Requests (SAR). Our app enables self-service and automates all privacy rights-related activities. ✔ Data Minimization & Retention Limit breach exposure by reducing your data footprint. Old data increases breach impact and storage cost. Our app automates data anonymization/obfuscation and deletion in line with retention policies ✔ Sandbox Data Mask Protect your organization and mask/erase sensitive data from your sandboxes. Our app mitigates data breach risk with an automated & consistent DevOps/CI/CD process ✔ Consent Management Solve consent fragmentation with an enterprise-wide consent and communication preference repository. Our app integrates with Marketing Cloud, Pardot, Marketo and others ✔ Personal Data Discovery Create a Personal Data Inventory and conduct Data Protection Impact Assessments (DPIA) ✔ Policy & Notice Management Drive transparency and audit-readiness in your privacy disclosures Valuable GDPR Compliance Tool. - Lucia T, Vera Solutions An Excellent tool for CCPA. - Sachin K, Slalom We were looking for a one-touch RTBF/Portability utility. Highly recommend this product for a quick/easy solution - Andrew M, ClearChoice

Average Rating: 4.5/5.0

Total Reviews: 21

How Do G2 Users Rate Cloud Compliance for Salesforce?

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

Who Is the Company Behind Cloud Compliance for Salesforce?

Who Uses This Product?

  • Company Size: 57% Medium, 33% Large

What Are Recent G2 Reviews of Cloud Compliance for Salesforce?

What Are G2 Users Discussing About Cloud Compliance for Salesforce?

DATAMIMIC

DATAMIMIC is a deterministic test data platform specializing in enterprise-grade synthetic generation, policy-based anonymization, and complex JSON and XML handling. Teams define data requirements as reusable models — not brittle scripts — and generate reproducible, PII-safe datasets on demand. Built for regulated industries, every generation run is logged, replayable, and aligned with GDPR, DORA, BCBS 239, and PCI DSS requirements. Founded in Hamburg in 2019, rapiddweller builds tools that help engineering teams accelerate delivery without exposing production data. From our offices in Germany and Vietnam, we serve banks, insurers, payment processors, and public-sector organizations across Europe and beyond — combining deep domain expertise with a platform engineered for the most demanding compliance environments. DATAMIMIC puts your team in control: define your data model once, generate across any environment, test with confidence. Model. Generate. Test.

Average Rating: 4.1/5.0

Total Reviews: 5

How Do G2 Users Rate DATAMIMIC?

  • Ease of Use: 7.3/10 (Category avg: 8.9/10)
  • GDPR compliant: 8.3/10 (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 DATAMIMIC?

  • Seller: rapiddweller
  • Year Founded: 2019
  • HQ Location: Hamburg, DE
  • Twitter: @rapiddweller
    8 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 40% Small, 40% Large

What Do G2 Reviewers Say About DATAMIMIC?

AI-generated summary from verified user reviews

Pros
  • Users value the data generation capabilities of DATAMIMIC for effective performance testing across diverse models.
  • Users value the performance data generation capabilities of DATAMIMIC, enabling effective AI model testing.
Cons
  • Users face data restrictions with manual interventions needed for specific datasets, complicating the integration process.
  • Users find the cost and integration challenges of DATAMIMIC to be a significant drawback, especially for specific datasets.
  • Users often face integration challenges with DATAMIMIC, requiring manual handling of specific datasets for their use cases.

What Are Recent G2 Reviews of DATAMIMIC?

Enigma Vault

Enigma Vault is a SaaS based payment card, data (plaintext), and file tokenization solution. You provide the data, we provide the token. For payment cards we have secure entry forms that can be embedded within your app, so you don't have to handle card data. For more information, please visit our website www.enigmavault.io

Average Rating: 4.4/5.0

Total Reviews: 6

How Do G2 Users Rate Enigma Vault?

  • Ease of Use: 9.2/10 (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 Enigma Vault?

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Do G2 Reviewers Say About Enigma Vault?

AI-generated summary from verified user reviews

Pros
  • Users find the affordability of Enigma Vault unmatched, enjoying valuable features without breaking the bank.
  • Users value the ease of use of Enigma Vault, appreciating its simple API and quick setup process.
  • Users appreciate the robust encryption capabilities of Enigma Vault, ensuring effortless management of sensitive data securely.
  • Users commend the robust encryption security of Enigma Vault, ensuring effortless management of sensitive data with ease.
  • Users appreciate the impressive storage capacity of Enigma Vault, making data management effortless and efficient.

What Are Recent G2 Reviews of Enigma Vault?

Immuta

Immuta enables organizations to unlock value from their cloud data by protecting it and providing secure access. The Immuta Data Security Platform provides sensitive data discovery, security and access control, data activity monitoring, and has deep integrations with the leading cloud data platforms. Immuta is now trusted by Fortune 500 companies and government agencies around the world to secure their data. Founded in 2015, Immuta is headquartered in Boston, MA.

Average Rating: 4.3/5.0

Total Reviews: 15

How Do G2 Users Rate Immuta?

  • Ease of Use: 8.5/10 (Category avg: 8.9/10)

Who Is the Company Behind Immuta?

  • Seller: Immuta
  • Year Founded: 2015
  • HQ Location: Boston, Massachusetts
  • Twitter: @immuta
    38,102 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    192 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 67% Large, 20% Medium

What Are Recent G2 Reviews of Immuta?

What Are G2 Users Discussing About Immuta?

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

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?

Protegrity

Protegrity secures the data and knowledge layer AI runs on, binding protection directly to the data itself rather than locking access around it. Its platform tokenizes, encrypts, and masks sensitive data at the field and knowledge-graph level, enforcing policy in real time at the point of a prompt, query, or answer — across AWS, Azure, GCP, and OpenShift, with FIPS-validated, post-quantum-ready cryptography. A Control-Enforce-Verify-Execute framework covers autonomous discovery, natural-language policy, secure query and LLM guardrails, and cryptographic identity for agents and models, packaged for teams from single pipelines to full enterprise estates. Protegrity protects data for 8 of the 15 largest global banks, 2 of the 5 largest U.S. health insurers, 4 of the 10 largest North American retailers, and 3 of the world's largest government agencies. With over 330 employees and 150+ patents, Protegrity is positioned as the security layer beneath AI data platforms, models, and cybersecurity tools.

Average Rating: 4.5/5.0

Total Reviews: 14

How Do G2 Users Rate Protegrity?

  • Ease of Use: 8.9/10 (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)

Who Is the Company Behind Protegrity?

  • Seller: Protegrity
  • Year Founded: 1996
  • HQ Location: Stamford, US
  • Twitter: @Protegrity
    4,460 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    376 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 43% Medium, 29% Large

What Are Recent G2 Reviews of Protegrity?

What Are G2 Users Discussing About Protegrity?

Redgate Data Masker

Redgate Data Masker enhances your data security with an automated masking approach, reducing significant time to provisioning to benefit the users of your non-production databases. Masking sensitive data across your estate enables you to deliver secure data to downstream environments in non-production databases for development and testing. Enabling this automatically ensures your data is secure across your organization – therefore minimizing data risk, and ultimately protecting your business. Start your free 14-day free trial of Redgate Data Masker: https://www.red-gate.com/products/data-masker/trial/

Average Rating: 3.8/5.0

Total Reviews: 5

How Do G2 Users Rate Redgate Data Masker?

  • Ease of Use: 9.2/10 (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 Redgate Data Masker?

  • Seller: Redgate Software
  • Year Founded: 1999
  • HQ Location: Cambridge, United Kingdom
  • Twitter: @redgate
    16,100 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    555 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 40% Medium

What Are Recent G2 Reviews of Redgate Data Masker?

Spring Labs

Enables competitively-sensitive parties to exchange information directly, and in a fundamentally new way.

Average Rating: 4.1/5.0

Total Reviews: 4

How Do G2 Users Rate Spring Labs?

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

Who Is the Company Behind Spring Labs?

Who Uses This Product?

  • Company Size: 50% Medium, 25% Small

What Are Recent G2 Reviews of Spring Labs?

StratoKey

StratoKey is a Cloud Access Security Broker (CASB) that specializes in securing cloud and SaaS applications with Encryption, Monitoring, Analytics and Defence (EMAD™).

Average Rating: 4.2/5.0

Total Reviews: 3

How Do G2 Users Rate StratoKey?

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

Who Is the Company Behind StratoKey?

  • Seller: StratoKey
  • Year Founded: 2012
  • HQ Location: N/A
  • Twitter: @StratoKey
    203 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Medium, 33% Small

What Are Recent G2 Reviews of StratoKey?

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