# Best Data De-Identification Tools for Small Business ## How Many Data De-Identification Tools Products Does G2 Track? **Total Products under this Category:** 101 ### Category Stats (Aug 2026) - **Average Rating:** 4.44/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** GrowthDot GDPR Compliance for Zendesk (+1.06%) - Among all products in this category, GrowthDot GDPR Compliance for Zendesk recorded the largest rating increase compared to last month _Last updated: August 14, 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 - 101+ 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](https://www.g2.com/categories/data-de-identification/grids.png?focus%5B%5D=116291&focus%5B%5D=160313&focus%5B%5D=112877&focus%5B%5D=1228333&focus%5B%5D=124877&focus%5B%5D=116283&focus%5B%5D=124878) Highlighted products: IBM InfoSphere Optim Data Privacy, Tumult Analytics, VGS Platform, Evervault, Kiprotect, Privacy Vault, and brighter AI. 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=tumult-analytics&focus%5B%5D=very-good-security-vgs-platform&focus%5B%5D=evervault-2022-11-22&focus%5B%5D=kiprotect&focus%5B%5D=privacy-vault&focus%5B%5D=brighter-ai&segment=small-business) **Sponsored** ### Prisma Browser for Business Prisma Browser for Business is a secure web browser tailored for small businesses, integrating advanced security features directly into the browsing experience. Built on the Chromium platform, it offers a familiar interface while providing enterprise-grade protection against online threats such as phishing, ransomware, and data breaches. This solution enables teams to work seamlessly across various applications and AI tools, ensuring data security without the need for a dedicated IT team. Key Features and Functionality: - Proactive Threat Protection: Utilizes AI-powered threat scanning to detect and block phishing attempts, malware, and other cyber threats in real-time. - Data Loss Prevention: Implements controls to prevent accidental sharing of sensitive information, such as disabling copy/paste and file uploads to unauthorized platforms. - AI Interaction Management: Monitors and regulates AI tool usage to prevent unintended actions and data leaks, ensuring that business information remains secure. - User-Friendly Deployment: Offers a straightforward setup process with pre-configured security settings, allowing businesses to protect their teams without technical expertise. Primary Value and Problem Solved: Prisma Browser for Business addresses the critical need for robust cybersecurity in small businesses, which are increasingly targeted by sophisticated cyberattacks. By embedding security directly into the browser, it safeguards the primary workspace where employees spend the majority of their time. This solution not only protects against external threats but also mitigates risks associated with accidental data exposure through AI tools and other online platforms. By providing an easy-to-use, comprehensive security solution, Prisma Browser for Business empowers small businesses to focus on growth and productivity without compromising on security. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2132&secure%5Bchosen_at%5D=2026-08-15T08%3A03%3A22Z&secure%5Bdisplayable_resource_id%5D=1495&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=1495&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1806417&secure%5Bresource_id%5D=2132&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-de-identification%2Fsmall-business&secure%5Btoken%5D=dc228c7972e8787e7bb598ed078f1b9514e5bcd334df6100e845abd5ce3ea45c&secure%5Burl%5D=https%3A%2F%2Fwww.paloaltonetworks.com%2Fprisma-browser-for-business%3Futm_source%3Dg2-panw_inhouse-amer-sase-smco-sfow%26utm_medium%3Ddisplay%26utm_campaign%3Dg2-sase-prisma_browser_smb-amer-us-awareness-en-native-cat_com%26utm_content%3D701Ki000000p2UKIAY&secure%5Burl_type%5D=custom_url) ### [IBM InfoSphere Optim Data Privacy](https://www.g2.com/products/ibm-infosphere-optim-data-privacy/reviews) IBM InfoSphere Optim Data Privacy protects privacy and support compliance using extensive capabilities to de-identify sensitive information across applications, databases and operating systems **Average Rating:** 4.6/5.0 **Total Reviews:** 47 #### How Do G2 Users Rate IBM InfoSphere Optim Data Privacy? - **Ease of Use:** 8.9/10 (Category avg: 8.9/10) - **GDPR compliant:** 9.8/10 (Category avg: 9.2/10) - **Static pseudonymization:** 9.4/10 (Category avg: 9.0/10) - **CCPA compliant:** 9.6/10 (Category avg: 9.1/10) #### Who Is the Company Behind IBM InfoSphere Optim Data Privacy? - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity 74,660 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website) 328,202 employees on LinkedIn® - **Ownership:** SWX:IBM #### Who Uses This Product? - **Top Industries:** Information Technology and Services, Education Management - **Company Size:** 50% Medium, 29% Small #### What Are Recent G2 Reviews of IBM InfoSphere Optim Data Privacy? **["Enhancing Performance and Collaboration with IBM InfoSphere Optim Solution"](https://www.g2.com/survey_responses/ibm-infosphere-optim-data-privacy-review-8440910)** **Rating:** 5.0/5.0 stars _— Shanmukha C._ [Read full review](https://www.g2.com/survey_responses/ibm-infosphere-optim-data-privacy-review-8440910) **["Efficient Data Management for Business Success: Optimize with IBM InfoSphere Optim"](https://www.g2.com/survey_responses/ibm-infosphere-optim-data-privacy-review-8307593)** **Rating:** 5.0/5.0 stars _— srinivas i._ [Read full review](https://www.g2.com/survey_responses/ibm-infosphere-optim-data-privacy-review-8307593) ### [Tumult Analytics](https://www.g2.com/products/tumult-analytics/reviews) Tumult Analytics is an advanced, open-source Python library designed to facilitate the deployment of differential privacy in data analysis. It enables organizations to generate statistical summaries from sensitive datasets while ensuring individual privacy is maintained. Trusted by institutions such as the U.S. Census Bureau, the Wikimedia Foundation, and the Internal Revenue Service, Tumult Analytics offers a robust and scalable solution for privacy-preserving data analysis. Key Features and Functionality: - Robust and Production-Ready: Developed and maintained by a team of differential privacy experts, Tumult Analytics is built for production environments and has been implemented by major institutions. - Scalable: Operating on Apache Spark, it efficiently processes datasets containing billions of rows, making it suitable for large-scale data analysis tasks. - User-Friendly APIs: The platform provides Python APIs that are familiar to users of Pandas and PySpark, facilitating easy adoption and integration into existing workflows. - Comprehensive Functionality: It supports a wide array of aggregation functions, data transformation operators, and privacy definitions, allowing for flexible and powerful data analysis under multiple privacy models. Primary Value and Problem Solved: Tumult Analytics addresses the critical challenge of extracting valuable insights from sensitive data without compromising individual privacy. By implementing differential privacy, it ensures that the risk of re-identification is minimized, enabling organizations to share and analyze data responsibly. This capability is particularly vital for sectors handling sensitive information, such as public institutions, healthcare, and finance, where maintaining data privacy is both a regulatory requirement and an ethical obligation. **Average Rating:** 4.4/5.0 **Total Reviews:** 38 #### How Do G2 Users Rate Tumult Analytics? - **Ease of Use:** 8.6/10 (Category avg: 8.9/10) - **GDPR compliant:** 8.8/10 (Category avg: 9.2/10) - **Static pseudonymization:** 8.8/10 (Category avg: 9.0/10) - **CCPA compliant:** 8.5/10 (Category avg: 9.1/10) #### Who Is the Company Behind Tumult Analytics? - **Seller:** [Tumult Labs, Inc.](https://www.g2.com/sellers/tumult-labs-inc) - **Year Founded:** 2019 - **HQ Location:** Durham - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=82b33861a6440e7a81538c24e0f6029768bdd3af543f5f5a0f1577f069ab29f0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftmltlabs&secure%5Burl_type%5D=linkedin_company_website) 3 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services - **Company Size:** 50% Small, 32% Medium #### What Are Recent G2 Reviews of Tumult Analytics? **["A Friendly and Highly Secure platform"](https://www.g2.com/survey_responses/tumult-analytics-review-10303460)** **Rating:** 5.0/5.0 stars _— Swathi K._ [Read full review](https://www.g2.com/survey_responses/tumult-analytics-review-10303460) **["Aggregating Statistics made easy with privacy and prod ready framework"](https://www.g2.com/survey_responses/tumult-analytics-review-11461269)** **Rating:** 5.0/5.0 stars _— Jai A._ [Read full review](https://www.g2.com/survey_responses/tumult-analytics-review-11461269) ### [VGS Platform](https://www.g2.com/products/very-good-security-vgs-platform/reviews) Very Good Security (“VGS”) makes it easy for customers to collect, protect and share sensitive financial data in a way that accelerates revenue, eliminates risk, ensures compliance, and drives profitability. VGS secures that information in an encrypted token vault; enabling our customers to de-risk their technical environment and achieve compliance certifications like PCI DSS, SOC 2, GDPR, and more, faster. VGS delivers a modern solution to collect, protect, and exchange sensitive data that spans from data privacy to payment acceptance and card issuance; providing businesses with tokenization, PCI compliance, data security, processor optionality, and the ability to operate on that data without compromising their security posture. VGS delivers a modern payments security solution that gives businesses ownership and control over critically valuable customer data, granting them maximum portability, operationality, and value extraction. VGS customers decouple the value and utility of data from the associated security and compliance risks and allow customers to achieve continuous PCI DSS compliance 16x faster, at 25% the cost of a DIY approach. **Average Rating:** 4.7/5.0 **Total Reviews:** 46 #### How Do G2 Users Rate VGS Platform? - **Ease of Use:** 9.4/10 (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 VGS Platform? - **Seller:** [Very Good Security](https://www.g2.com/sellers/very-good-security) - **Year Founded:** 2015 - **HQ Location:** San Francisco, California - **Twitter:** @getvgs 1,437 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1c0b26a8b17a28cd55a61ed5fe6f1894df1002f2da3ab212540a9a799c5ebd44&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18142614%2F&secure%5Burl_type%5D=linkedin_company_website) 480 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer - **Top Industries:** Financial Services, Banking - **Company Size:** 51% Medium, 45% Small #### What Are Recent G2 Reviews of VGS Platform? **["Straight-forward integration (integrate with ease)"](https://www.g2.com/survey_responses/vgs-platform-review-5286241)** **Rating:** 5.0/5.0 stars _— Vu K._ [Read full review](https://www.g2.com/survey_responses/vgs-platform-review-5286241) **["Excellent Security and Compliance Solution"](https://www.g2.com/survey_responses/vgs-platform-review-9887631)** **Rating:** 5.0/5.0 stars _— Luiz Gustavo F._ [Read full review](https://www.g2.com/survey_responses/vgs-platform-review-9887631) #### What Are G2 Users Discussing About VGS Platform? - [What is VGS Platform used for?](https://www.g2.com/discussions/what-is-vgs-platform-used-for) ### [Evervault](https://www.g2.com/products/evervault-2022-11-22/reviews) Evervault is a developer-first platform that helps payment providers and merchants collect, process, and share sensitive cardholder data without ever exposing it in plaintext. Its modular building blocks are designed to solve payment security, PCI compliance, and data protection challenges with minimal engineering effort. The platform uses a dual-custody encryption model: Evervault stores the encryption keys, while customers store the encrypted data. This separation drastically reduces breach risk and improves performance. Developers can encrypt data at the point of collection and keep it encrypted throughout its lifecycle using simple SDKs and APIs. For payments, Evervault tokenizes card details on capture, keeping merchants out of PCI DSS scope. These tokens can be sent to any PSP, offering flexibility in routing and simplifying compliance. Evervault also offers standalone products, such as 3D Secure and Network Tokens, providing teams with more control over authentication flows and payment optimization. **Average Rating:** 4.4/5.0 **Total Reviews:** 17 #### How Do G2 Users Rate Evervault? - **Ease of Use:** 9.0/10 (Category avg: 8.9/10) - **GDPR compliant:** 9.0/10 (Category avg: 9.2/10) - **Static pseudonymization:** 9.2/10 (Category avg: 9.0/10) - **CCPA compliant:** 8.9/10 (Category avg: 9.1/10) #### Who Is the Company Behind Evervault? - **Seller:** [Evervault](https://www.g2.com/sellers/evervault-db9d562a-5ceb-48d9-853a-0ed902b2b5e1) - **Year Founded:** 2019 - **HQ Location:** Dublin, IE - **Twitter:** @evervault 3,248 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1b246e618b59d873855d39ad99cf1fd2f7ee4f4b181a1bd418e0fce462b578e7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fevervault%2F&secure%5Burl_type%5D=linkedin_company_website) 39 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software - **Company Size:** 59% Small, 29% Medium #### What Are Recent G2 Reviews of Evervault? **["Good tool for encrypting data"](https://www.g2.com/survey_responses/evervault-review-8196525)** **Rating:** 4.0/5.0 stars _— Jhony R._ [Read full review](https://www.g2.com/survey_responses/evervault-review-8196525) **["Evervault: Simplifying Secure Handling of Sensitive User Data"](https://www.g2.com/survey_responses/evervault-review-8251155)** **Rating:** 4.5/5.0 stars _— Tapash S._ [Read full review](https://www.g2.com/survey_responses/evervault-review-8251155) ### [Kiprotect](https://www.g2.com/products/kiprotect/reviews) KIProtect makes it easy to ensure compliance and security when working with sensitive or personal data. **Average Rating:** 4.3/5.0 **Total Reviews:** 22 #### How Do G2 Users Rate Kiprotect? - **Ease of Use:** 9.1/10 (Category avg: 8.9/10) - **GDPR compliant:** 9.2/10 (Category avg: 9.2/10) - **Static pseudonymization:** 8.8/10 (Category avg: 9.0/10) - **CCPA compliant:** 9.0/10 (Category avg: 9.1/10) #### Who Is the Company Behind Kiprotect? - **Seller:** [Kiprotect](https://www.g2.com/sellers/kiprotect) - **Year Founded:** 2018 - **HQ Location:** Berlin, DE - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2403434d6a4ba7ad07712637c9258e803dfdb614e9461865c5df66ca1ab08170&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F11751103&secure%5Burl_type%5D=linkedin_company_website) 2 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services - **Company Size:** 43% Small, 39% Medium #### What Are Recent G2 Reviews of Kiprotect? **["Kiprotect Online Security"](https://www.g2.com/survey_responses/kiprotect-review-8558629)** **Rating:** 5.0/5.0 stars _— Deepansh K._ [Read full review](https://www.g2.com/survey_responses/kiprotect-review-8558629) **["Protect your data and be compliant with KiProtect"](https://www.g2.com/survey_responses/kiprotect-review-8251765)** **Rating:** 4.0/5.0 stars _— Jagadis P._ [Read full review](https://www.g2.com/survey_responses/kiprotect-review-8251765) ### [Privacy Vault](https://www.g2.com/products/privacy-vault/reviews) PRIVACY VAULT is intended to support industries that collect and process personal profiles, high-velocity consumer activity and IoT data, plus unstructured documents, images, voice and video. **Average Rating:** 4.2/5.0 **Total Reviews:** 20 #### How Do G2 Users Rate Privacy Vault? - **Ease of Use:** 8.6/10 (Category avg: 8.9/10) - **GDPR compliant:** 8.0/10 (Category avg: 9.2/10) - **Static pseudonymization:** 8.3/10 (Category avg: 9.0/10) - **CCPA compliant:** 8.0/10 (Category avg: 9.1/10) #### Who Is the Company Behind Privacy Vault? - **Seller:** [ContextSpace](https://www.g2.com/sellers/contextspace) - **Year Founded:** 2015 - **HQ Location:** Petach Tikvah, Israel - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=afb16a5e4b4e4ea13f583117e9a3d18da459c89d7f8cc1f88c5d83126ec214e0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F51621389&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services - **Company Size:** 48% Small, 38% Large #### What Are Recent G2 Reviews of Privacy Vault? **["Privacy vault is bog plus and it helps my data secure and private"](https://www.g2.com/survey_responses/privacy-vault-review-7851040)** **Rating:** 4.5/5.0 stars _— Abdullah K._ [Read full review](https://www.g2.com/survey_responses/privacy-vault-review-7851040) **["Privacy vault is a application designed to enhance privacy and security to secure the data"](https://www.g2.com/survey_responses/privacy-vault-review-8897926)** **Rating:** 4.0/5.0 stars _— Rahul M._ [Read full review](https://www.g2.com/survey_responses/privacy-vault-review-8897926) ### [brighter AI](https://www.g2.com/products/brighter-ai/reviews) Protect identities. Preserve data quality. Innovate faster. brighter AI provides the world’s most advanced image and video anonymization software. We help organizations turn personal data into compliant, usable assets for analytics and machine learning. Our deep learning solutions ensure full compliance with GDPR, CCPA, and APPI by protecting identities in public spaces—all without compromising the data quality needed for video analytics. Privacy and performance, combined. **Average Rating:** 4.5/5.0 **Total Reviews:** 23 #### How Do G2 Users Rate brighter AI? - **Ease of Use:** 8.9/10 (Category avg: 8.9/10) - **GDPR compliant:** 9.3/10 (Category avg: 9.2/10) - **CCPA compliant:** 9.7/10 (Category avg: 9.1/10) #### Who Is the Company Behind brighter AI? - **Seller:** [BrighterAi](https://www.g2.com/sellers/brighterai) - **Year Founded:** 2017 - **HQ Location:** Berlin, Germany - **Twitter:** @brighterAI 632 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2eaac2a3023d9ee5361a6e22a41e42c21e3ed69ee5983ba0980d4685bb41f081&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18144227&secure%5Burl_type%5D=linkedin_company_website) 26 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services - **Company Size:** 48% Small, 26% Medium #### What Do G2 Reviewers Say About brighter AI? _AI-generated summary from verified user reviews_ ##### Pros - Users value **Deep Natural Anonymization** for realistically preserving details, enabling safer use of visual data without context loss. - Users appreciate the **advanced data privacy features** of Brighter AI, ensuring compliance and realistic identity replacement without losing context. - Users find the **ease of setup** for Brighter AI to be straightforward and well-guided for seamless integration. - Users appreciate the **Deep Natural Anonymization** feature of Brighter AI, ensuring realistic identity replacement while maintaining context. ##### Cons - Users find the setup of brighter AI to be **complex and time-consuming** , especially for newcomers to privacy tools. - Users find the **lack of guidance** in getting started with Brighter AI can be overwhelming and time-consuming. - Users find the **user experience challenging** , as it requires time to navigate and understand the complex setup. #### What Are Recent G2 Reviews of brighter AI? **["Innovative Anonymization with Privacy Compliance"](https://www.g2.com/survey_responses/brighter-ai-review-12222728)** **Rating:** 4.0/5.0 stars _— Shubham S._ [Read full review](https://www.g2.com/survey_responses/brighter-ai-review-12222728) **["Brighter AI is the next RPA that Protects Identity"](https://www.g2.com/survey_responses/brighter-ai-review-7410795)** **Rating:** 4.5/5.0 stars _— Sachidananda C._ [Read full review](https://www.g2.com/survey_responses/brighter-ai-review-7410795) Spotlight Categories [Affiliate Marketing Software](https://www.g2.com/categories/affiliate-marketing) [Security Compliance Software](https://www.g2.com/categories/security-compliance) [Managed Detection and Response (MDR) Software](https://www.g2.com/categories/managed-detection-and-response-mdr) [Digital Asset Management Software](https://www.g2.com/categories/digital-asset-management) [Marketing Analytics Tools](https://www.g2.com/categories/marketing-analytics) Similar Categories - [Consent Management Platform (CMP)](/categories/consent-management-platform-cmp) - [Cookie Tracking](/categories/cookie-tracking) - [Data Breach Notification](/categories/data-breach-notification) - [Data Clean Room](/categories/data-clean-room) - [Data Privacy Management](/categories/data-privacy-management) - [Data Subject Access Request (DSAR)](/categories/data-subject-access-request-dsar) - [Employee Identity Theft Protection](/categories/employee-identity-theft-protection) - [Identity Verification](/categories/identity-verification) - [Other Privacy](/categories/other-privacy) - [Privacy Impact Assessment (PIA)](/categories/privacy-impact-assessment-pia) - [Privacy Policy Generator](/categories/privacy-policy-generator) - [Sensitive Data Discovery](/categories/sensitive-data-discovery) - [Website Privacy Auditing Tools](/categories/website-privacy-auditing-tools)