# Top Free Sensitive Data Discovery Software - Page 3 ## How Many Sensitive Data Discovery Software Products Does G2 Track? **Total Products under this Category:** 193 ### Category Stats (Aug 2026) - **Average Rating:** 4.43/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Thales CipherTrust Data Security Platform (+2.63%) - Among all products in this category, Thales CipherTrust Data Security Platform recorded the largest rating increase compared to last month _Last updated: August 06, 2026_ ## How Does G2 Rank Sensitive Data Discovery Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 4,900+ Authentic Reviews - 193+ 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 Sensitive Data Discovery Software ![G2 Grid® for Sensitive Data Discovery Software plotting products by satisfaction and market presence](https://www.g2.com/categories/sensitive-data-discovery/grids.png?focus%5B%5D=122380&focus%5B%5D=108767&focus%5B%5D=2083&focus%5B%5D=116064&focus%5B%5D=99330&focus%5B%5D=56026&focus%5B%5D=39669&focus%5B%5D=130443) Highlighted products: IBM Guardium Data Protection, Varonis Data Security Platform, Egnyte, Securiti, Safetica, Ground Labs Enterprise Recon, Collibra, and Satori Data Security Platform. Underlying data: [Grid® JSON](https://www.g2.com/categories/sensitive-data-discovery/grids.json?focus%5B%5D=ibm-guardium-data-protection&focus%5B%5D=varonis-data-security-platform&focus%5B%5D=egnyte&focus%5B%5D=securiti&focus%5B%5D=safetica&focus%5B%5D=ground-labs-enterprise-recon&focus%5B%5D=collibra&focus%5B%5D=satori-data-security-platform) **Sponsored** ### Data Sentinel Data Sentinel is a data trust and compliance platform that helps businesses continuously manage their data privacy compliance, governance, and quality in real time. Data Sentinel’s proprietary deep learning discovery technology illuminates the true nature of an organization’s data across all sources and systems, monitoring, measuring, and remediating the data to ensure compliance with company policies and evolving data management privacy regulations. [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=2262&secure%5Bchosen_at%5D=2026-08-07T01%3A31%3A54Z&secure%5Bdisplayable_resource_id%5D=2262&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2262&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=164826&secure%5Bresource_id%5D=2262&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsensitive-data-discovery%2Ffree%3Fcategory_id%3Dsensitive-data-discovery%26locale%3Dfr%26page%3D3&secure%5Btoken%5D=14a260e270c19816957657cc709f034262794fabbef346f21c948ec4911dfb02&secure%5Burl%5D=https%3A%2F%2Fwww.data-sentinel.com&secure%5Burl_type%5D=company_website) ### [Ground Labs Card Recon](https://www.g2.com/products/ground-labs-card-recon/reviews) Card Recon by Ground Labs is the cardholder data discovery tool of choice for more than 300 PCI Qualified Security Assessors (QSAs) and PCI Forensic Investigators (PFI). Accurate and powerful, Card Recon is trusted by over 4,500 merchants across 80 countries as their preferred credit card data discovery tool. Ground Labs has two industry-leading credit card scanning solutions that can fit the needs of your small to medium business: Card Recon Server and Card Recon Desktop. **Average Rating:** 4.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Ground Labs Card Recon? - **Ease of Use:** 10.0/10 (Category avg: 8.9/10) #### Who Is the Company Behind Ground Labs Card Recon? - **Seller:** [Ground Labs](https://www.g2.com/sellers/ground-labs) - **Year Founded:** 2007 - **HQ Location:** Singapore, Singapore - **Twitter:** @Groundlabs 577 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=83f465c1626c93f82c3b15ec7d0ce9f74ff197fcadd28bd971004b184f114496&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fground-labs%2F&secure%5Burl_type%5D=linkedin_company_website) 35 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Medium #### What Do G2 Reviewers Say About Ground Labs Card Recon? _AI-generated summary from verified user reviews_ ##### Pros - Users find the **simplicity and lightweight nature** of Ground Labs Card Recon makes it easy to integrate and use. - Users find Ground Labs Card Recon to be **easy to use** , enhancing efficiency with its lightweight design suitable for scripts. ##### Cons - Users find the **difficult setup** challenging when trying to configure automated jobs with Ground Labs Card Recon. - Users find the **lack of automation** makes setting up recurring scans difficult and somewhat frustrating. #### What Are Recent G2 Reviews of Ground Labs Card Recon? **["Simple and Effective"](https://www.g2.com/survey_responses/ground-labs-card-recon-review-11638111)** **Rating:** 4.0/5.0 stars _— Verified User in Financial Services_ [Read full review](https://www.g2.com/survey_responses/ground-labs-card-recon-review-11638111) ### [Netwrix Data Classification](https://www.g2.com/products/netwrix-data-classification/reviews) Netwrix Data Classification cures your data-related headaches by providing a single panoramic view of your enterprise content. By seeing which data is valuable, you can organise it in a way that promotes productivity and collaboration. By knowing where sensitive or regulated data is, you can reduce the risk of breaches and satisfy security and privacy requirements with less effort and expense. And by locating and getting rid of redundant and obsolete data, you can reduce storage and management costs. **Average Rating:** 4.5/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Netwrix Data Classification? - **Structure type:** 6.7/10 (Category avg: 8.9/10) - **Reporting:** 10.0/10 (Category avg: 9.0/10) - **Contextual search:** 8.3/10 (Category avg: 8.8/10) - **Ease of Use:** 10.0/10 (Category avg: 8.9/10) #### Who Is the Company Behind Netwrix Data Classification? - **Seller:** [Netwrix](https://www.g2.com/sellers/netwrix) - **HQ Location:** Irvine, CA - **Twitter:** @Netwrix 2,912 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d925496393caa8ac49c6d7187f460eeb3ed8c7b7cc0f3c1738be643422de49a8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F455932%2F&secure%5Burl_type%5D=linkedin_company_website) 765 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Small #### What Are Recent G2 Reviews of Netwrix Data Classification? **["Netwrix Data Classification"](https://www.g2.com/survey_responses/netwrix-data-classification-review-8721118)** **Rating:** 4.5/5.0 stars _— Aaron I._ [Read full review](https://www.g2.com/survey_responses/netwrix-data-classification-review-8721118) ### [Piiano](https://www.g2.com/products/piiano/reviews) Piiano provides engineering infrastructure to safeguard customers’ sensitive data, preempt breaches, and comply with privacy regulations. Our vault and code scanner shift privacy and security left and encourage a collaborative culture between privacy, security and engineering teams. They enable developers to easily embed privacy-by-design and zero-trust architecture in their applications. Piiano solves the PII problem for organizations. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Piiano? - **Structure type:** 10.0/10 (Category avg: 8.9/10) - **Reporting:** 8.3/10 (Category avg: 9.0/10) - **Contextual search:** 8.3/10 (Category avg: 8.8/10) - **Ease of Use:** 10.0/10 (Category avg: 8.9/10) #### Who Is the Company Behind Piiano? - **Seller:** [Piiano](https://www.g2.com/sellers/piiano) - **Year Founded:** 2021 - **HQ Location:** Tel Aviv, IL - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fbc267c5bc55b5e657227e0c663dd9cab2e8ba861940e5faab73019209c86f64&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpiiano&secure%5Burl_type%5D=linkedin_company_website) 21 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Small #### What Are Recent G2 Reviews of Piiano? **["Best vault ever"](https://www.g2.com/survey_responses/piiano-review-7821671)** **Rating:** 5.0/5.0 stars _— SAJAL W._ [Read full review](https://www.g2.com/survey_responses/piiano-review-7821671) ### [Seclore Data-Centric Security Platform](https://www.g2.com/products/seclore-data-centric-security-platform/reviews) Seclore helps enterprises secure their most valuable asset — data — by protecting the file itself rather than relying solely on network or device security. With a data-centric approach, Seclore ensures that sensitive information remains protected, controlled, and visible, regardless of where it travels or who it’s shared with. Persistent File Protection Security follows the file everywhere, whether it’s stored internally, emailed, or shared with external partners, ensuring sensitive information never goes unprotected. Smart Classification & Rights Management Files and emails are automatically classified, with usage rights applied based on content. Access permissions stay with the file, ensuring policy compliance without slowing down productivity. Complete Control at All Times Grant, adjust, or instantly revoke access, even after files are shared outside your organization — so you always remain in control. Built-In Compliance and Auditability Every action on protected files is logged in an unalterable audit trail, which simplifies compliance reporting and reduces risk exposure. Seamless Integration Works with the tools your teams already use, including Microsoft 365, Google Workspace, Salesforce, and Box, and integrates easily with existing security systems such as DLP, CASB, and identity solutions. The Business Impact With Seclore, organizations can protect sensitive data end-to-end, simplify compliance, and reduce the risk of data breaches — all without disrupting collaboration. By making data-centric security scalable and straightforward, Seclore empowers enterprises to safeguard information while enabling employees and partners to work freely and securely. **Average Rating:** 4.6/5.0 **Total Reviews:** 15 #### How Do G2 Users Rate Seclore Data-Centric Security Platform? - **Ease of Use:** 8.5/10 (Category avg: 8.9/10) #### Who Is the Company Behind Seclore Data-Centric Security Platform? - **Seller:** [Seclore](https://www.g2.com/sellers/seclore) - **Year Founded:** 2011 - **HQ Location:** Santa Clara, US - **Twitter:** @secloretech 1,267 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c7b8a191a1240fdc7fd5ee8c05fbd6b479c74eff3671be90e01fc8c2cf011609&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fseclore%2F%3ForiginalSubdomain%3Din&secure%5Burl_type%5D=linkedin_company_website) 490 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 56% Large, 44% Medium #### What Do G2 Reviewers Say About Seclore Data-Centric Security Platform? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **individual permission levels** in Seclore, ensuring document security while enabling access tracking. - Users value the **customization options** of Seclore, enabling tailored permissions and secure document access tracking. - Users appreciate the **individual permission levels** provided by Seclore, ensuring document security and access tracking. - Users value the **individual permission levels** that enhance document security and provide access tracking capabilities. - Users value the **granular permission controls** of Seclore, providing security while tracking document access effectively. ##### Cons - Users often face **access issues** , requiring frequent troubleshooting due to system and email provider incompatibility. - Users face **access limitations** with Seclore, requiring frequent troubleshooting due to system compatibility issues. - Users often face **frequent access troubleshooting** due to poor compatibility with systems and email providers. - Users often face **access restrictions** , requiring frequent troubleshooting due to compatibility issues with systems and email providers. - Users face **authentication issues** with Seclore, requiring frequent troubleshooting and encountering compatibility problems with various systems. #### What Are Recent G2 Reviews of Seclore Data-Centric Security Platform? **["Strong Data Protection with Granular Control but Needs Better User Experience"](https://www.g2.com/survey_responses/seclore-data-centric-security-platform-review-11918004)** **Rating:** 4.5/5.0 stars _— Swapnil Niranjan G._ [Read full review](https://www.g2.com/survey_responses/seclore-data-centric-security-platform-review-11918004) **["Great platform and given online security / protect like parents"](https://www.g2.com/survey_responses/seclore-data-centric-security-platform-review-9419955)** **Rating:** 5.0/5.0 stars _— Debraj M._ [Read full review](https://www.g2.com/survey_responses/seclore-data-centric-security-platform-review-9419955) #### What Are G2 Users Discussing About Seclore Data-Centric Security Platform? - [What is Seclore Rights Management used for?](https://www.g2.com/discussions/what-is-seclore-rights-management-used-for) ### [Adaptive](https://www.g2.com/products/adaptive-automation-technologies-inc-adaptive/reviews) Adaptive is a cloud security company with a modern approach to data protection with its unique control plane that safeguards data and brokers’ access to human and non-human identities. The Adaptive architecture protects data closer to the source, ensuring strict access control over every database connection and minimizing sensitive data exposure. Adaptive’s combined approach to data access and protection eliminates blind spots in data security, making it ideal for modern organizations where data is constantly in motion. Due to Adaptive’s agentless architecture, end users get faster and auditable access and data protection across infrastructure without changing existing workflows and tools. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Adaptive? - **Ease of Use:** 10.0/10 (Category avg: 8.9/10) #### Who Is the Company Behind Adaptive? - **Seller:** [Adaptive Automation Technologies](https://www.g2.com/sellers/adaptive-automation-technologies) - **HQ Location:** Atlanta, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1df109f1bd17cf19e0ded905c17cd5fff8ad2ee0fbbbcba13590429d7a5ebd1a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fadaptive-live&secure%5Burl_type%5D=linkedin_company_website) 16 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Small #### What Do G2 Reviewers Say About Adaptive? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **speed and ease of implementation** provided by Adaptive, streamlining access control efficiently. - Users value the **speed and ease of implementation** of Adaptive, streamlining workflows with innovative integration and access solutions. - Users appreciate the **customization features** of Adaptive, enabling tailored solutions for diverse data management needs. - Users value the **revolutionary data protection** features of Adaptive, ensuring secure access and minimizing credential exposure. - Users value the **speed and ease of implementation** of Adaptive, simplifying access management and integration processes. ##### Cons - Users express concern over **data privacy** , seeking enhancements like encryption in addition to current data masking features. - Users find the product impressive but note it is **expensive** and suggest improvements like data encryption at rest. #### What Are Recent G2 Reviews of Adaptive? **["New Elegant Approach to Data Access and Security"](https://www.g2.com/survey_responses/adaptive-review-10547862)** **Rating:** 5.0/5.0 stars _— Thiago O._ [Read full review](https://www.g2.com/survey_responses/adaptive-review-10547862) ### [Data Rover EP](https://www.g2.com/products/data-rover-ep/reviews) Data Rover plays a key role in business asset protection and corporate data management policy definition. Data Rover provides precise information on access privileges to files/folders on corporate storage devices allowing you to analyse the effective permissions and identify not only who can access data, but also who did what, when, and from where. It helps you classify, filter and distinguish valuable assets from the junk and non business pertinent data. Data Rover bridges IT security and data management, offering information that is difficult and overly time-consuming to obtain. Data Rover enhances storage infrastructure management operations. It helps identify security flaws or wastage of resources. Data Rover substantially reduces the company’s carbon footprint resulting in significant time and money saved. Data Rover includes a secure data exchange and tracking technology for the business. Data Rover is designed to respond to on-premise heterogeneous storage environments, and/or companies preparing to transition to the Cloud, or are in a hybrid configuration. Your data, your success. **Average Rating:** 4.5/5.0 **Total Reviews:** 4 #### How Do G2 Users Rate Data Rover EP? - **Ease of Use:** 9.6/10 (Category avg: 8.9/10) #### Who Is the Company Behind Data Rover EP? - **Seller:** [Data Rover Ltd](https://www.g2.com/sellers/data-rover-ltd) - **Year Founded:** 2015 - **HQ Location:** Bexhill-on-Sea, GB - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=22719847c50cd1f0d75c460682d12c4005e14a93a71c690ee5492615f9e821e9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F11041904&secure%5Burl_type%5D=linkedin_company_website) 7 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Medium #### What Are Recent G2 Reviews of Data Rover EP? **["Helpful in classifying data"](https://www.g2.com/survey_responses/data-rover-ep-review-10054494)** **Rating:** 5.0/5.0 stars _— Adbul r._ [Read full review](https://www.g2.com/survey_responses/data-rover-ep-review-10054494) **["Effective method of protecting and storing data"](https://www.g2.com/survey_responses/data-rover-ep-review-9995385)** **Rating:** 4.5/5.0 stars _— Bernardo P._ [Read full review](https://www.g2.com/survey_responses/data-rover-ep-review-9995385) ### [Enterprise Test Data](https://www.g2.com/products/enterprise-test-data/reviews) Curiosity redefines enterprise test data management. We empower enterprises to thrive when delivering superior software, overcoming the test data challenges holding them back – complexity, legacy, and scale. Building on decades of experience in unblocking enterprise data delivery, our pioneering approach transforms how enterprises manage data. We focus on key productivity blockers: test data discovery, delivery, compliance, and quality. Our Enterprise Test Data® platform empowers your teams by simplifying your complex application landscape, and providing you with confidence and clarity at every step of your data journey. #### Who Is the Company Behind Enterprise Test Data? - **Seller:** [Curiosity Software Ireland](https://www.g2.com/sellers/curiosity-software-ireland) - **Year Founded:** 2018 - **HQ Location:** Bray, IE - **Twitter:** @CuriositySoft 1,541 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d543506b3b7846c22aca2b2f21e7015cebffecc2ab67a1f61fd2e1076a434d0c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcuriositysoftwareireland%2F&secure%5Burl_type%5D=linkedin_company_website) 14 employees on LinkedIn® ### [Fasoo AI-R Privacy](https://www.g2.com/products/fasoo-ai-r-privacy/reviews) Fasoo AI-R Privacy is an AI-powered data privacy solution that helps organizations accurately identify, classify, and protect sensitive personal information within unstructured data. Using advanced natural language processing (NLP) and deep learning models, the solution analyzes the context of information to detect personally identifiable information (PII) and apply automated privacy controls such as masking or redaction. Traditional data discovery tools often struggle to recognize nuanced patterns in unstructured content, leading to gaps in privacy protection. Fasoo AI-R Privacy addresses this challenge by applying transformer-based AI models that improve detection accuracy and reduce false positives, even in complex or ambiguous content. This solution is ideal for organizations looking to enhance their data privacy programs with automation and intelligence. By continuously scanning for PII and applying consistent privacy policies across the enterprise, Fasoo AI-R Privacy helps reduce the risk of data breaches, protect individual privacy rights, and streamline compliance reporting. Key Features and Benefits: - Context-Aware PII Detection: Uses deep learning to analyze sentence-level context, improving identification of sensitive data in free-form text and images. - Automated Masking and Redaction: Applies consistent privacy actions, such as masking or replacing detected PII, to ensure compliance and reduce manual effort. - Broad File Format Support: Detects sensitive data in various document formats. Utilizes OCR technology to scan PII in image files as well. - Regulatory Compliance Support: Helps meet global privacy standards by automating PII identification and policy enforcement across enterprise data. Fasoo AI-R Privacy enables organizations to shift from reactive to proactive privacy management by integrating intelligent automation into their data protection strategy. #### Who Is the Company Behind Fasoo AI-R Privacy? - **Seller:** [Fasoo AI](https://www.g2.com/sellers/fasoo-ai) - **Year Founded:** 2000 - **HQ Location:** Darien, US - **Twitter:** @Fasoocom 235 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7ef065d34947c65e4b0be96044f1132e83c0cad0ca652dae4a4e7f27301f5169&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffasoo%2F&secure%5Burl_type%5D=linkedin_company_website) 130 employees on LinkedIn® - **Ownership:** 150900 (KOSDAQ) ### [Normalyze](https://www.g2.com/products/normalyze/reviews) Normalyze takes a data-first approach to security. Normalyze is the pioneer of Data Security Posture Management (DSPM), helping enterprises secure their data across SaaS, PaaS, public or multi-cloud, on-prem and hybrid environments. With Normalyze, security and data teams can improve their overall security and compliance efforts while empowering the business to leverage their most precious asset: data. The Normalyze DSPM platform helps to discover and classify data stores, prioritize what’s important, identify risky and excessive access, detect and remediate exposure risks, and improve compliance and auditing processes. At the heart of the Normalyze platform is the patented One-Pass Scanner, which leverages AI to accurately identify and classify valuable and sensitive data at scale, across different environments. The platform was designed around an architecture that scans in place, so data never leaves the location where it resides. This approach keeps data under IT control, supports compliance with stringent data protection regulations and enhances operational efficiency. Scanned results appear in multiple visualizations to help teams prioritize risk. The Data Risk Navigator shows attack paths that can lead to data breaches or loss. Data Access Graphs shows how people and resources access data. Visualizations are generated and updated in real time, providing visibility as changes to customer infrastructure or environments take place. The proprietary DataValuator assigns monetary value to data, with a ranking to help security and data teams assess the relative business impact of potential data loss. AI-powered querying and remediation workflows make the Normalyze user experience intuitive and efficient. Delivering insights into data, access, and risk in one place, IT teams can understand their overall data security posture, and collaborate on effective security measures and action plans. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Normalyze? - **Ease of Use:** 8.3/10 (Category avg: 8.9/10) #### Who Is the Company Behind Normalyze? - **Seller:** [Normalyze](https://www.g2.com/sellers/normalyze) - **Year Founded:** 2021 - **Twitter:** @normalyze\_ai 110 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=610574937cf3bd83749f8bc68aae0ba84224bd7845a3b49485aa6c8cb55ca576&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnormalyze%2F&secure%5Burl_type%5D=linkedin_company_website) #### Who Uses This Product? - **Company Size:** 100% Small #### What Are Recent G2 Reviews of Normalyze? **["Normalyze"](https://www.g2.com/survey_responses/normalyze-review-9340856)** **Rating:** 5.0/5.0 stars _— Sejal S._ [Read full review](https://www.g2.com/survey_responses/normalyze-review-9340856) ### [Ohalo](https://www.g2.com/products/ohalo/reviews) Ohalo's Data X-Ray platform automates data governance tasks like discovering, mapping, and redacting files containing sensitive, and personal information. Our customers rely on it for file activity monitoring, security enhancement, and privacy compliance. Data X-Ray connects seamlessly to all data sources, on-premises or in the cloud, enabling a comprehensive understanding of files across all storage locations. Moreover, Ohalo possesses the flexibility to develop custom connectors for individual data sources, whether they are bespoke or legacy, upon request. Data X-Ray uses machine learning and natural language processing to uncover unknown or forgotten data, ensuring compliance with privacy and security regulations. It helps eliminate unnecessary records, reducing storage costs. Get Data X-Ray: One Platform, Universal Insight. **Average Rating:** 3.9/5.0 **Total Reviews:** 5 #### How Do G2 Users Rate Ohalo? - **Ease of Use:** 8.3/10 (Category avg: 8.9/10) #### Who Is the Company Behind Ohalo? - **Seller:** [Ohalo](https://www.g2.com/sellers/ohalo) - **Year Founded:** 2017 - **HQ Location:** London, GB - **Twitter:** @ohalo\_tech 110 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=eb1699321302ff8f6104c3aee779fb8298b96255b2637469b239d8f4a922077c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fohalo-limited%2F&secure%5Burl_type%5D=linkedin_company_website) 29 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 60% Medium, 40% Small #### What Do G2 Reviewers Say About Ohalo? _AI-generated summary from verified user reviews_ ##### Pros - Users find Ohalo’s **Data Classification** feature essential for efficiently locating and managing sensitive data across their infrastructure. - Users value the **effective data protection** provided by Ohalo, enabling sensitive data management and compliance with privacy laws. - Users find Ohalo's platform **easy to use** , enabling efficient scanning and editing of sensitive data for compliance. - Users value the **effective data scanning and editing features** of Ohalo, ensuring compliance and security across their infrastructure. - Users value the **robust security features** of Ohalo for effectively identifying and managing sensitive data. ##### Cons - Users face **data limitations** with Ohalo, struggling with the lack of historical documentation for tracking fluctuations. - Users struggle with **inadequate reporting** in Ohalo, hindering their ability to track historical data changes effectively. - Users are frustrated by the **lack of historical documentation** in Ohalo, hindering their ability to track data fluctuations. - Users find the **reporting of history inadequate** , hindering the assessment of data governance effectiveness and emerging threats. - Users report **data privacy concerns** with Ohalo, finding it challenging to assess data governance and security threats. #### What Are Recent G2 Reviews of Ohalo? **["Enables us to sort information properly and fast"](https://www.g2.com/survey_responses/ohalo-review-10234681)** **Rating:** 4.0/5.0 stars _— Stephane K._ [Read full review](https://www.g2.com/survey_responses/ohalo-review-10234681) **["Automates the discovery and classification process"](https://www.g2.com/survey_responses/ohalo-review-10260753)** **Rating:** 4.0/5.0 stars _— Petzelt T._ [Read full review](https://www.g2.com/survey_responses/ohalo-review-10260753) ### [PII Crawler](https://www.g2.com/products/pii-crawler/reviews) PII Crawler scans your files, network shares, and databases on your own hardware. Surface the SSNs, addresses, names, and emails hiding where SaaS tools can’t reach. Nothing ever leaves your network. #### Who Is the Company Behind PII Crawler? - **Seller:** [Eligian Labs](https://www.g2.com/sellers/eligian-labs) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [Privacera Data Security Platform](https://www.g2.com/products/privacera-data-security-platform/reviews) Privacera, based in Fremont, CA, was founded in 2016 by the creators of Apache Ranger™ and Apache Atlas. Delivering trusted and timely access to data consumers, Privacera provides data privacy, security, and governance through its SaaS-based unified data security platform. Privacera’s latest innovation, Privacera AI Governance (PAIG), is the industry’s first AI data security governance solution. Privacera serves Fortune 500 clients across finance, insurance, life sciences, retail, media, consumer, and government entities. The company achieved AWS Data and Analytics Competency Status, and partners with and supports leading data sources, including AWS, Snowflake, Databricks, Azure and Google. Visit www.privacera.com for more information. #### Who Is the Company Behind Privacera Data Security Platform? - **Seller:** [Trust3 AI](https://www.g2.com/sellers/trust3-ai) - **Company Website:** trust3.ai - **Year Founded:** 2016 - **HQ Location:** Newark, California, United States - **Twitter:** @privacera 464 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f253d6782cc31f4d6691ae5ee527837785d50eaa2b3815fd49ebeebfd116a0fd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftrust3ai%2F&secure%5Burl_type%5D=linkedin_company_website) 110 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 67% Large, 33% Small #### What Do G2 Reviewers Say About Privacera Data Security Platform? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **fine-grained access control** of Privacera, enabling effective management of sensitive data compliance. - Users value the **fine-grained access control** for sensitive data, enhancing security and compliance across platforms. - Users appreciate the **managed scalable solution** of Privacera, which offers excellent GUI and multi-cloud support. - Users value the **centralized management** of Privacera for its seamless data governance and compliance features. - Users value the **multi-cloud support** of the Privacera Data Security Platform, enhancing flexibility and data accessibility. ##### Cons - Users face a **complex coding challenge** with Privacera's implementation, especially for those unfamiliar with data ecosystems. - Users find the **complex implementation** of Privacera challenging, especially for those unfamiliar with similar systems. - Users find the **complex implementation** processes challenging, particularly for those unfamiliar with data ecosystems. - Users find the **complexity in implementation** challenging, especially with existing data ecosystems and a steep learning curve. - Users find the **complex setup** of Privacera challenging, especially for those unfamiliar with similar systems. ### [Protecto](https://www.g2.com/products/protecto/reviews) Protecto is the Data Control Plane for Agentic AI. We help enterprises discover, classify, and protect sensitive and confidential data across AI agents, RAG pipelines, and MCP-enabled workflows. Key capabilities: - Discovery and classification of sensitive and context-based data across data stores and AI workflows, in hours rather than weeks - Context-preserving, format-preserving masking that keeps AI outputs coherent - CBAC (Context-Based Access Control) for context-based sensitive information that traditional DLP tools miss - GPTGuard MCP for policy-aware, protected RAG retrieval - Continuous monitoring for privacy and compliance risk - Simple APIs for integration with existing ETL and AI pipelines - Self-guided onboarding with clear documentation #### Who Is the Company Behind Protecto? - **Seller:** [Protecto](https://www.g2.com/sellers/protecto) - **Year Founded:** 2021 - **HQ Location:** Cupertino, US - **Twitter:** @ProtectoAi 125 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c9851db6cd82c48e93f5cea531d39170044a62814ee7046e68bd433d049007f6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fprotectoai%2F&secure%5Burl_type%5D=linkedin_company_website) 33 employees on LinkedIn® ### [QueryPie](https://www.g2.com/products/querypie/reviews) QueryPie is a leading all-in-one access governance platform founded in Silicon Valley, helping teams manage and secure access to databases, servers, Kubernetes, and internal web apps — now with powerful AI agent support. Used by top organizations like Kakao, Shinhan, Toss, MUSINSA, HYBE, and Yanolja, QueryPie is fully compliant with global security standards (ISMS, PCI-DSS, GDPR) and trusted by over 130 enterprises. With the launch of the QueryPie Community Edition — a free, self-hosted version available to anyone for one year — startups and SMEs can now access enterprise-grade infrastructure security to stay compliant and productive without the overhead. 🚀 Now Available: QueryPie Community Edition Deploy unified access control for your infrastructure — completely free up to 5 active users. From SQL masking and SSH auditing to Kubernetes RBAC and web app activity logging, everything is included in our self-hosted Community Edition, with no sales call required. ✅ SQL query-level masking & approval ✅ Command-level SSH session control with live replay ✅ Kubernetes API-level access policies ✅ User behavior recording on web apps ✅ Centralized audit logs & enforcement 📘 Setup guide: https://www.querypie.com/resources/learn/documentation/querypie-install-guide 🤖 New: QueryPie AI Hub is Now Public Build and run LLM-powered agents with MCP (Model Context Protocol) — connect external SaaS tools and your own internal systems, all from a single interface. - Smart Tool Discovery powered by RAG - Edge Tunnel for secure internal tool connection (no firewall changes needed) - Custom MCP Server support (SSE-based) - Optional governance layer to control and audit agent behavior 🎯 Try it today: https://app.querypie.com/login 📺 See how it collaboratively works: Watch the demo at https://youtu.be/GdWEW45rJPA Need a unified layer to manage access and securely scale your AI workflows? QueryPie brings it all together — with enterprise-grade control and developer-ready tools. **Average Rating:** 4.0/5.0 **Total Reviews:** 1 #### Who Is the Company Behind QueryPie? - **Seller:** [QueryPie](https://www.g2.com/sellers/querypie) - **Year Founded:** 2016 - **HQ Location:** Seoul, KR - **Twitter:** @querypie 86 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4db9381dcb5f03c23b79bea3442648912cd961a3d84d288351f83f359ac6da0a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fquerypie-01%2F&secure%5Burl_type%5D=linkedin_company_website) 64 employees on LinkedIn® #### What Do G2 Reviewers Say About QueryPie? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **centralized access control** of QueryPie, enhancing security and simplifying the management of data access. - Users value the **centralized auditing** of QueryPie, enhancing visibility and compliance in data access management. - Users appreciate the **automation** features of QueryPie, streamlining access management and enhancing organizational security effortlessly. - Users value the **centralized management** of QueryPie, enhancing organization, security, and ease in data access control. - Users value the **seamless cloud integration** of QueryPie, enhancing security and control over data access management. ##### Cons - Users find the **complexity** of QueryPie daunting, especially in understanding its features and settings. - Users find the **initial complexity of the interface** challenging, impacting the overall ease of use and learning curve. - Users find the **complex usage** of QueryPie challenging, particularly non-technical users struggling with features and customization. - Users find the **difficult interface** of QueryPie quite complex, requiring time to navigate and understand its features. - Users find the **inefficient workflow** challenging, especially with rigid processes and a complex user interface. #### What Are Recent G2 Reviews of QueryPie? **["Secure and Centralized Data Access Solution"](https://www.g2.com/survey_responses/querypie-review-12328725)** **Rating:** 4.0/5.0 stars _— Falaque F._ [Read full review](https://www.g2.com/survey_responses/querypie-review-12328725) ### [Siberson Veriket Data Classification](https://www.g2.com/products/siberson-veriket-data-classification/reviews) Siberson Veriket Data Classification is Siberson’s AI-assisted data classification solution for identifying, classifying, and labeling sensitive data across hybrid enterprise environments. The solution supports Windows, macOS, and Linux endpoints, file servers, databases, Microsoft Office, Microsoft 365, OWA, OneDrive, SharePoint, and Google Workspace, enabling consistent classification across business-critical data flows. By combining policy-driven and context-aware classification, Veriket helps organizations improve data visibility, enforce standardized labeling, strengthen governance, and reduce exposure risk while supporting compliance initiatives at scale. #### Who Is the Company Behind Siberson Veriket Data Classification? - **Seller:** [Siberson](https://www.g2.com/sellers/siberson) - **HQ Location:** Turkey - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=11e8cfd765d7f9fdafc2a167e5448ee8608ed10b7ff4f9f820a36246defa0ccf&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsiberson&secure%5Burl_type%5D=linkedin_company_website) 14 employees on LinkedIn® - **Ownership:** Siberson - **Phone:** +90 224 322 06 00 - [‹ Prev‹ Prev](/fr/categories/sensitive-data-discovery/free?category_id=sensitive-data-discovery&order=g2_score&page=2#product-list) - [1](/fr/categories/sensitive-data-discovery/free?category_id=sensitive-data-discovery&order=g2_score#product-list) - [2](/fr/categories/sensitive-data-discovery/free?category_id=sensitive-data-discovery&order=g2_score&page=2#product-list) - 3 - [4](/fr/categories/sensitive-data-discovery/free?category_id=sensitive-data-discovery&order=g2_score&page=4#product-list) - [Next ›Next ›](/fr/categories/sensitive-data-discovery/free?category_id=sensitive-data-discovery&order=g2_score&page=4#product-list) Spotlight Categories [Conversation Intelligence Software](https://www.g2.com/categories/conversation-intelligence) [Remote Monitoring & Management (RMM) Software](https://www.g2.com/categories/remote-monitoring-management-rmm) [Sales Performance Management Software](https://www.g2.com/categories/sales-performance-management) [Help Desk Software](https://www.g2.com/categories/help-desk) [Board Management Software](https://www.g2.com/categories/board-management) 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 De-Identification](/categories/data-de-identification) - [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) - [Website Privacy Auditing Tools](/categories/website-privacy-auditing-tools) [Browse Sensitive Data Discovery Themes](/categories/sensitive-data-discovery/themes)