Best Data De-Identification Tools - Page 8

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)

ShieldConex

For any business processing payments and the associated sensitive data including PII and PHI, ShieldConex® is the vaultless PCI-compliant shared tokenization solution that protects transactions throughout the entire customer journey, delivering the benefits of PCI DSS scope reduction across all downstream channels including trusted third parties. ShieldConex also shields sensitive data including PII and PHI, delivering the benefits of PCI compliance plus PCI DSS scope reduction across all channels and trusted third parties. When included with Bluefin’s Payconex, ShieldConex can deliver additional organizational benefits such as least cost routing and lower interchange fees.

Who Is the Company Behind ShieldConex?

Skyflow for GenAI

Skyflow for GenAI is a data privacy solution designed to enable organizations to develop and train large language models (LLMs) without exposing sensitive data or diverting resources from core product focus. By integrating Skyflow's data privacy vault, businesses can safeguard personally identifiable information (PII) and intellectual property throughout the entire AI lifecycle, from data collection and model training to inference and deployment.

Who Is the Company Behind Skyflow for GenAI?

  • Seller: Skyflow
  • Year Founded: 2019
  • HQ Location: Palo Alto, US
  • LinkedIn® Page: www.linkedin.com
    155 employees on LinkedIn®

Soflab G.A.L.L.

The Soflab G.A.L.L. application is designed to anonymize sensitive data in non-production environments, enabling the generation of high-quality synthetic data that remains consistent with real data and supports reliable testing. At the same time, it ensures full protection of sensitive information, effectively preventing data leaks. https://soflab.pl/en/data-anonymization-soflab-gall/ - Anonymize test data – ensure GDPR compliance without the risk of penalties during ERP migration - Identify and anonymize sensitive data in databases – full GDPR compliance during audits - Create realistic test data automatically – faster than scripts - Golden record for vendors – anonymized data with full validation - Prepare data for e-discovery – anonymized and audit-ready. One of the modules helps businesses locate sensitive data—such as personally identifiable information (PII), protected health information (PHI), payment card industry (PCI) data, intellectual property (IP), and other important business data—stored across multiple company systems including databases and applications, as well as on user endpoints. Monitor data stores in real time to search for newly created sensitive data Offer contextual search functions to understand factors such as file type, sensitivity, user type, location, and other metadata It is a perfect tool for Sensitive Data Discovery as also for Data Masking.

Who Is the Company Behind Soflab G.A.L.L.?

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

Susan

Susan by Kanerika is an AI agent that automatically detects and redacts personally identifiable information (PII) — including names, SSNs, financial data, and medical IDs — across enterprise documents. Upload the document, specify fields to redact, and Susan delivers a compliant, redacted file. Eliminates manual review. Meets GDPR, HIPAA, and SOC 2 compliance requirements. Basic version free to use.

Who Is the Company Behind Susan?

  • Seller: Kanerika
  • Year Founded: 2015
  • HQ Location: Austin, Texas, United States
  • LinkedIn® Page: www.linkedin.com
    355 employees on LinkedIn®

Thales Vormetric Tokenization with Dynamic Data Masking

Vormetric Vaultless Tokenization with Dynamic Data Masking dramatically reduces the cost and effort required to comply with security policies and regulatory mandates like PCI DSS.

Average Rating: 4.3/5.0

Total Reviews: 4

How Do G2 Users Rate Thales Vormetric Tokenization with Dynamic Data Masking?

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

Who Is the Company Behind Thales Vormetric Tokenization with Dynamic Data Masking?

  • 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: 80% Medium, 20% Large

What Are Recent G2 Reviews of Thales Vormetric Tokenization with Dynamic Data Masking?

What Are G2 Users Discussing About Thales Vormetric Tokenization with Dynamic Data Masking?

Untraceable AI

Untraceable is the confidential AI workspace for consultants and regulated experts. Consultants in HEOR, market access, pharma, regulatory affairs and biostatistics work every day with data they are legally forbidden from sharing with an AI model: personal and protected health information, NDA-bound client material, trade secrets and proprietary IP. Until now the options were to block AI outright and watch people use it anyway on their phones, send the real data and carry the risk personally, or redact it and watch output quality collapse. Untraceable removes the trust problem instead of managing it. Patent-pending semantic cloaking runs inside your own environment and replaces every confidential value with an informative, meaning-preserving stand-in before a single token reaches a model. The AI still understands the structure, type and relationships in your work — it simply never receives the confidential value. Internal benchmarking puts output quality at 94–98% of plain uncensored text (Tremblay & Harricharan, 2026 · DOI 10.5281/zenodo.21343321). Most "compliant AI" tools protect you with a contract. Untraceable protects you with architecture. On top of the cloak sits the work itself: VaultScribe for field-expert drafting, VaultChat for everyday prompting, VaultDelphi for multi-model consensus on high-stakes questions, VaultStat for statistical analysis planning and code, Blueprint and VaultCanvas for templates and automated reporting, and VaultAudit with the Untraceable Protocol — an audit trail, breach test and certification your compliance officer can actually accept. Built entirely on Microsoft Azure. US, Canada and EU data residency. HIPAA · GDPR · PIPEDA aligned. Only you see the truth. https://theuntraceable.ai

Who Is the Company Behind Untraceable AI?

Veilio

Shifting the Cybersecurity Paradigm with Veilio ! Securing an infrastructure today comes with high costs and demands heavy development resources. Yet, hackers always find new ways to compromise and extract data from databases. Veilio changes the game with a radical approach: data tokenization by design. Our goal? - Enable you to regain control over the data entering your IT infrastructure, - Make stolen data completely useless, unreadable, and worthless to attackers, - Meet the strictest regulatory requirements for data protection (e.g., GDPR / NIS2),

Who Is the Company Behind Veilio?

  • Seller: Veilio
  • Year Founded: 2026
  • HQ Location: France, FR
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Video Data Anonymization

Enterprise AI video and audio anonymization software. Automatically redact faces and PII at scale to ensure compliance while preserving data utility.

Who Is the Company Behind Video Data Anonymization?

xtendr

xtendr facilitates secure data sharing and collaboration between teams, departments, and organisations - generating powerful insights without ever compromising on privacy.
 Using a combination of best-in-market Privacy Enhancing Technologies (PETs), xtendr allows participants to securely share data with external analytics providers, as well as to pool their datasets in order to learn from a broader range of information - all without ever exposing personal or sensitive information. With applications in industries including healthcare, finance and manufacturing, xtendr allows collaborators to combine datasets for enhanced research, audience analysis, detection of patterns and trends, and more.

Who Is the Company Behind xtendr?

  • Seller: xtendr
  • Year Founded: 2019
  • HQ Location: Budapest, HU
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®
Brandon Summers-Miller
BS
Researched and written by Brandon Summers-Miller
Updated October 3, 2024