# Best Sensitive Data Discovery Software - Page 8 *By [Brandon Summers-Miller](https://research.g2.com/insights/author/brandon-summers-miller)* Sensitive data discovery software 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. Businesses use sensitive data discovery software to uncover the location of their important data, often to comply with common industry regulatory standards for data protection and privacy; these include the General Data Protection Regulation (GDPR); the California Consumer Privacy Act (CCPA); Health Insurance Portability and Accountability Act (HIPAA); the Payment Card Industry Data Security Standard (PCI DSS); standards from the International Organization for Standardization (ISO); and others. Sensitive data discovery software is typically deployed and managed by information security teams, while privacy teams may request data from the reports. These solutions search structured, semi-structured, and unstructured data stored in on-premises databases, cloud storage, email servers, websites, applications, and more. Sensitive data discovery can be achieved through multiple ways, including through manual surveys (managed via workflows) or via automated discovery tools. To be included in this category, a product must provide automated data discovery functionality. Sensitive data discovery software shares similarities with many types of tools, including [data loss prevention (DLP) software](https://www.g2.com/categories/data-loss-prevention-dlp), [data-centric security software](https://www.g2.com/categories/data-centric-security), [database security software](https://www.g2.com/categories/database-security), and [privacy software](https://www.g2.com/categories/privacy). Generally speaking, sensitive data discovery is offered as a native function of these tools. Sensitive data discovery is different than data discovery software, which is a subset of [business intelligence software](https://www.g2.com/categories/business-intelligence) and helps companies explore their data to uncover trends, identify outliers, and analyze their data trends in a visual way. Sensitive data discovery software also differs from [eDiscovery software](https://www.g2.com/categories/ediscovery), which is used for litigation purposes to gather and compartmentalize data files from companies and individuals involved in pending court cases. To qualify for inclusion in the Sensitive Data Discovery category, a product must: - Provide automated data discovery tools - 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 - Facilitate compliance and enable adherence to common industry regulatory standards (GDPR, CCPA, HIPAA, PCI DSS, ISO, and others) ## Top Sensitive Data Discovery Software at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [IBM Guardium Data Protection](https://www.g2.com/products/ibm-guardium-data-protection/reviews) | 4.3/5.0 (90 reviews) | Real-time sensitive data discovery with compliance-ready auditing | "[Smooth Setup, Stellar Support, and Custom Features](https://www.g2.com/survey_responses/ibm-guardium-data-protection-review-12935034)" | | 2 | [Varonis Data Security Platform](https://www.g2.com/products/varonis-data-security-platform/reviews) | 4.6/5.0 (88 reviews) | Overexposed sensitive data discovery and auto-remediation | "[The best experience with Varonis Data Security Platform](https://www.g2.com/survey_responses/varonis-data-security-platform-review-8137807)" | | 3 | [Egnyte](https://www.g2.com/products/egnyte/reviews) | 4.4/5.0 (1,136 reviews) | Sensitive content discovery with hybrid-cloud access controls | "[Secure, Seamless File Sharing with Strong Collaboration and Governance](https://www.g2.com/survey_responses/egnyte-review-13088921)" | | 4 | [Securiti](https://www.g2.com/products/securiti/reviews) | 4.7/5.0 (88 reviews) | Automated PII discovery with multi-cloud DSPM | "[Accurate Multicloud Data Discovery That Makes GDPR Compliance Easier](https://www.g2.com/survey_responses/securiti-review-13103173)" | | 5 | [Safetica](https://www.g2.com/products/safetica/reviews) | 4.6/5.0 (187 reviews) | Endpoint data-flow discovery with insider-risk visibility | "[Opinion on Safetica: the good, the bad, and what really matters](https://www.g2.com/survey_responses/safetica-review-11916804)" | | 6 | [Ground Labs Enterprise Recon](https://www.g2.com/products/ground-labs-enterprise-recon/reviews) | 4.6/5.0 (23 reviews) | Sensitive data discovery with built-in remediation | "[Easy Implementation with Outstanding Support and Onboarding](https://www.g2.com/survey_responses/ground-labs-enterprise-recon-review-12612056)" | | 7 | [Collibra](https://www.g2.com/products/collibra/reviews) | 4.2/5.0 (99 reviews) | Enterprise PII discovery with governance-linked lineage | "[Collibra Data Quality Module](https://www.g2.com/survey_responses/collibra-review-7563210)" | | 8 | [Satori Data Security Platform](https://www.g2.com/products/satori-data-security-platform/reviews) | 4.7/5.0 (88 reviews) | Automated sensitive data discovery with policy-driven access control | "[Helps keep our data secure and accessible without headaches](https://www.g2.com/survey_responses/satori-data-security-platform-review-11852105)" | | 9 | [DataGrail](https://www.g2.com/products/datagrail/reviews) | 4.7/5.0 (204 reviews) | Automated PII discovery with live data mapping | "[Rich Integrations and Automated Data Discovery Made Easy](https://www.g2.com/survey_responses/datagrail-review-12576110)" | | 10 | [Ketch](https://www.g2.com/products/ketch/reviews) | 4.6/5.0 (158 reviews) | Cross-system sensitive data discovery with consent enforcement | "[Advanced, Intuitive Privacy Platform with Unmatched Support](https://www.g2.com/survey_responses/ketch-review-13078791)" | --- ## What Are the Most Common Questions About Sensitive Data Discovery Software? *AI-generated · Last updated: May 26, 2026* ### What is the top-rated sensitive data discovery platform for enterprises? Based on G2 reviews, [IBM Guardium Data Protection](https://www.g2.com/products/ibm-guardium-data-protection) stands out as the most reviewed option in this category snapshot for enterprise-sensitive data discovery needs. According to verified users, it is valued for real-time monitoring, broad visibility into sensitive data access, strong audit reporting, and support for complex hybrid environments. G2 reviewers mention that it helps security and compliance teams detect unusual activity, monitor privileged access, and prepare for audits more efficiently. Reviewers also note tradeoffs, including setup complexity, tuning effort, and infrastructure overhead, so it appears best suited to organizations that need broad control and can support a more advanced deployment. **Here are some of the top-rated products on G2:** - [IBM Guardium Data Protection](https://www.g2.com/products/ibm-guardium-data-protection) – used by enterprise teams for real-time database monitoring, audit reporting, and compliance across complex environments - [Varonis Data Security Platform](https://www.g2.com/products/varonis-data-security-platform) – helps enterprises find overexposed sensitive data, reduce permissions risk, and automate remediation across file shares and cloud storage - [Securiti](https://www.g2.com/products/securiti) – supports large-scale discovery, classification, and governance across hybrid and multi-cloud environments ### What platform provides compliance-ready data discovery reports? Based on G2 reviews, several platforms are described as strong choices for compliance-ready reporting, but IBM Guardium Data Protection is most consistently mentioned for audit preparation and policy-driven reporting. According to verified users, it provides prebuilt compliance reports, centralized audit trails, and visibility into sensitive data access that helps teams prepare for regulations and internal reviews. G2 reviewers mention support for frameworks such as GDPR, HIPAA, PCI-DSS, and SOX, along with automated evidence gathering that reduces manual work. Reviewers also say the reporting depth is a major advantage for security and audit teams, though some note the platform can require tuning and experienced administrators during initial rollout. ### Which tool supports sensitive data discovery in the cloud? Based on G2 reviews, [IBM Guardium Data Protection](https://www.g2.com/products/ibm-guardium-data-protection) is the single most referenced product in this review set for cloud-related sensitive data discovery. According to verified users, it provides visibility across databases, cloud systems, file systems, and hybrid deployments from a centralized view. G2 reviewers mention that it helps monitor who is accessing sensitive information, detect unusual activity, and support compliance efforts across mixed environments. At the same time, users note that deployment and policy tuning can be complex, especially in larger environments. For buyers that need cloud and hybrid coverage with strong governance and monitoring, review feedback positions IBM Guardium as a leading option in this dataset. ### Which vendor provides AI-powered sensitive data classification? Based on G2 reviews, vendors most associated with AI-powered or AI-assisted classification in this category include IBM Guardium Data Protection, Securiti, and Varonis Data Security Platform. According to verified users, IBM Guardium is noted for AI-driven threat detection and automatic data classification, while Securiti is described as using AI and machine learning for data discovery and classification across enterprise repositories. G2 reviewers also mention Varonis for AI readiness visibility, automated classification, and identifying overexposed files before broader AI adoption. Across these reviews, buyers tend to value automated tagging, scalable discovery, and better visibility into sensitive information, while also noting that advanced configuration and onboarding can still require specialist effort. ### What is the most affordable sensitive data discovery software for SMBs? Based on G2 reviews, affordability for SMBs is mixed in this category, because many reviewers describe enterprise-focused tools as costly or complex for smaller teams. According to verified users, Safetica is often positioned as a fit for mid-sized organizations because it is described as easy to manage, simple to deploy, and practical for monitoring user activity and insider risk. G2 reviewers also mention Egnyte for secure file sharing, permissions control, and centralized document management, although some still call pricing high for small teams. Varonis and IBM Guardium are powerful, but reviews more often flag them as resource-intensive or expensive. For SMB buyers, ease of rollout and lower operational burden appear especially important. **Here are some of the top-rated products on G2:** - [Egnyte](https://www.g2.com/products/egnyte) – supports secure file sharing, access controls, and centralized document management for teams that need easier collaboration - [Safetica](https://www.g2.com/products/safetica) – fits organizations that want user activity monitoring, policy controls, and simpler deployment for insider risk protection - [Securiti](https://www.g2.com/products/securiti) – offers broad discovery and classification capabilities with reviewers noting cost-effectiveness compared with some alternatives ### Which vendor offers real-time sensitive data alerts? Based on G2 reviews, IBM Guardium Data Protection, Varonis Data Security Platform, and Safetica are all described as supporting real-time alerting for sensitive data risks. According to verified users, IBM Guardium provides real-time database monitoring and alerts for unusual access patterns, while Varonis is praised for actionable alerts tied to overexposure, abnormal behavior, and ransomware-related activity. G2 reviewers mention that Safetica helps security teams track file actions, app usage, and web activity, then surface suspicious behavior through dashboard alerts and reporting. Across these reviews, buyers appear to value alert quality as much as speed, especially when the goal is to reduce noise and focus on incidents that need immediate action. ### Which sensitive data discovery tool offers the most accurate detection? Based on G2 reviews, products associated with strong detection accuracy include Ground Labs Enterprise Recon, Varonis Data Security Platform, and Securiti. According to verified users, Ground Labs Enterprise Recon is repeatedly praised for effective discovery of cardholder data, PII, and other sensitive content, with reviewers calling out low false positives and strong compliance value. G2 reviewers also say Varonis helps accurately identify overexposed files, stale permissions, and risky access patterns across file shares and cloud storage. Securiti is noted for broad scanning, classification, and content profiling across many systems. For buyers focused on detection quality, recent reviews emphasize precision, recurring scans, and lower manual validation effort. **Here are some of the top-rated products on G2:** - [Ground Labs Enterprise Recon](https://www.g2.com/products/ground-labs-enterprise-recon) – used for accurate detection of stored cardholder data and PII with strong compliance-focused scanning - [Varonis Data Security Platform](https://www.g2.com/products/varonis-data-security-platform) – helps identify sensitive files, excessive permissions, and abnormal access with actionable investigation context - [Securiti](https://www.g2.com/products/securiti) – supports broad discovery and classification with configurable scans across complex enterprise environments ### What platform integrates sensitive data discovery with DLP tools? Based on G2 reviews, integration with DLP and adjacent protection workflows is mentioned most clearly for Fortra Data Classification, IBM Guardium Data Protection, and Seclore Data-Centric Security Platform. According to verified users, Fortra Data Classification is valued for integrating with DLP solutions such as Forcepoint and Microsoft so classified data can trigger downstream controls. G2 reviewers mention that IBM Guardium supports broader monitoring, policy enforcement, and SIEM-style integrations around sensitive data governance. Reviews for Seclore also describe integration with DLP to strengthen file protection after data is shared. For buyers, the main theme is combining discovery and classification with enforcement, reporting, or access control rather than treating discovery as a standalone task. ### Which solution supports multi-environment data scanning? Based on G2 reviews, solutions most often described as supporting multi-environment scanning include IBM Guardium Data Protection, Varonis Data Security Platform, and Securiti. According to verified users, IBM Guardium covers databases, cloud systems, file systems, and hybrid environments with centralized visibility into data access and policy monitoring. G2 reviewers mention that Varonis scans across file shares, cloud storage, and collaboration environments to find sensitive data, exposed permissions, and risky activity. Securiti is also described as handling large hybrid and multi-cloud estates through broad integrations and automated scanning. Across these products, buyers tend to prioritize unified visibility, broad connector coverage, and the ability to reduce manual discovery across scattered data estates. ### What is the best platform for finding PII across systems? Based on G2 reviews, IBM Guardium Data Protection, Varonis Data Security Platform, and Ground Labs Enterprise Recon are the most consistently relevant options for finding PII across systems. According to verified users, IBM Guardium helps organizations monitor sensitive data activity across databases and hybrid environments, while Varonis is praised for discovering and classifying PII across file shares, cloud storage, and unstructured data estates. G2 reviewers mention Ground Labs Enterprise Recon for strong PCI and PII discovery across structured and unstructured sources with compliance-focused workflows. The best fit depends on whether your priority is database monitoring, unstructured data exposure, or regulated data scanning, but these products appear most validated in recent reviews. **Here are some of the top-rated products on G2:** - [IBM Guardium Data Protection](https://www.g2.com/products/ibm-guardium-data-protection) – helps security teams find and monitor sensitive data access across databases and hybrid environments - [Varonis Data Security Platform](https://www.g2.com/products/varonis-data-security-platform) – discovers and classifies PII across file shares and cloud storage while highlighting excessive exposure - [Ground Labs Enterprise Recon](https://www.g2.com/products/ground-labs-enterprise-recon) – scans for PII and cardholder data across varied sources to support compliance and remediation ## 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) ## How Many Sensitive Data Discovery Software Products Does G2 Track? **Total Products under this Category:** 192 ### Category Stats (Jul 2026) - **Average Rating**: 4.43/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: Imperva Data Security Fabric (+0.52%) - Among all products in this category, Imperva Data Security Fabric recorded the largest rating increase compared to last month *Last updated: July 15, 2026* ## How Does G2 Rank Sensitive Data Discovery Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 4,800+ Authentic Reviews - 192+ 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. ## Which Sensitive Data Discovery Software Is Best for Your Use Case? - **Leader:** [IBM Guardium Data Protection](https://www.g2.com/products/ibm-guardium-data-protection/reviews) - **Highest Performer:** [Safetica](https://www.g2.com/products/safetica/reviews) - **Easiest to Use:** [Safetica](https://www.g2.com/products/safetica/reviews) - **Top Trending:** [IBM Guardium Data Protection](https://www.g2.com/products/ibm-guardium-data-protection/reviews) - **Best Free Software:** [Egnyte](https://www.g2.com/products/egnyte/reviews) --- **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&secure%5Bcategory_id%5D=2262&secure%5Bchosen_at%5D=2026-07-15T20%3A47%3A07Z&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%3Fopen_modal_url%3D%252Fproducts%252F1touch-io%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fsensitive-data-discovery%2526source%253Dcategory&secure%5Btoken%5D=5083013175d2aedce1e6af920ee92a05cecda5a611ab6004009a6573a3c39ad7&secure%5Burl%5D=https%3A%2F%2Fwww.data-sentinel.com&secure%5Burl_type%5D=company_website) --- ## What Are the Top-Rated Sensitive Data Discovery Software Products in 2026? ### 1. [Qixium](https://www.g2.com/products/qixium/reviews) Qixium ensures that your data is being exchanged and used in a controlled way. We achieve this by using pre-defined scenarios. It’s not only important to control the technique, but also process experience is a very important factor. **Who Is the Company Behind Qixium?** - **Seller:** [Scope4Mation](https://www.g2.com/sellers/scope4mation) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 2. [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:** https://www.linkedin.com/company/querypie-01/ (64 employees on LinkedIn®) #### What Are QueryPie's Pros and Cons? **Pros:** - Access Control (1 reviews) - Auditing (1 reviews) - Automation (1 reviews) - Centralized Management (1 reviews) - Cloud Integration (1 reviews) **Cons:** - Complexity (1 reviews) - Complexity Management (1 reviews) - Complex Usage (1 reviews) - Difficult Interface (1 reviews) - Inefficient Workflow (1 reviews) ### What Do G2 Reviewers Say About QueryPie? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **centralized access control** of QueryPie, simplifying approval workflows and enhancing data security. - Users highlight the **robust auditing features** of QueryPie, enabling effective compliance and streamlined access management. - Users value the **automation of access management** in QueryPie, enhancing security and streamlining approval processes effectively. - Users appreciate the **centralized management** of QueryPie, enhancing visibility and security in data access control. - Users appreciate the **seamless cloud integration** of QueryPie, enhancing security and control over data access management. **Cons:** - Users find the **complexity** of QueryPie challenging, particularly in understanding features and custom workflows. - Users find the **complex user interface** of QueryPie challenging, particularly for those less experienced with technology. - Users find the **complex usage** of QueryPie challenging, particularly in understanding features and customization options. - Users find the **difficult interface** challenging, especially for non-technical users, impacting their overall experience. - Users find the **inefficient workflow** of QueryPie challenging, hindering ease of use and customization for non-technical individuals. #### 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) --- ### 3. [Redact AI](https://www.g2.com/products/redact-ai/reviews) Advanced redaction solution that leverages artificial intelligence and machine learning to automate the process of identifying personal identifiable information and sensitive information from documents, text, audio with unparalleled accuracy and efficiency. **Who Is the Company Behind Redact AI?** - **Seller:** [DoxAI](https://www.g2.com/sellers/doxai-d339f21b-4a7f-40f7-ba0d-9406bac5f44e) - **Year Founded:** 2022 - **HQ Location:** Sydney, AU - **LinkedIn® Page:** https://www.linkedin.com/company/doxai-co/ (22 employees on LinkedIn®) - **Ownership:** Alfonso Porcelli - CEO & Co-Founder ### 4. [Risk Finder](https://www.g2.com/products/risk-finder/reviews) Risk Finder delivers powerful classification for sensitive data across your IT infrastructure, designed to run anywhere as a Docker container. Start in seconds with a no-configuration Docker container and get the immediate visibility you’re missing, all without blowing up your budget. **Who Is the Company Behind Risk Finder?** - **Seller:** [Inspect-Data](https://www.g2.com/sellers/inspect-data) - **HQ Location:** San Jose, US - **LinkedIn® Page:** https://www.linkedin.com/company/inspect-data/ (4 employees on LinkedIn®) ### 5. [RIVN](https://www.g2.com/products/rivn/reviews) Find and Delete consumer PII. Global privacy laws like the CCPA and GDPR now require businesses across the world to comply with large volumes of consumer and data subject rights requests. Responding to these requests is a time-consuming process full of manual tasks – making it a challenge to respond to the regulatory requirements for Consumer Rights Requests and the need to detect exactly where consumer data exists, in order to access, or delete it. **Who Is the Company Behind RIVN?** - **Seller:** [RIVN](https://www.g2.com/sellers/rivn) - **Year Founded:** 2019 - **HQ Location:** Lehi, US - **LinkedIn® Page:** https://www.linkedin.com/company/19126254 (3 employees on LinkedIn®) ### 6. [SAS for Personal Data Protection](https://www.g2.com/products/sas-for-personal-data-protection/reviews) SAS® for Personal Data Protection Protect personal data. Work toward compliance. **Who Is the Company Behind SAS for Personal Data Protection?** - **Seller:** [408 Marketing](https://www.g2.com/sellers/408-marketing) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 7. [SecureZapp Data Protection & Privacy Platform](https://www.g2.com/products/securezapp-data-protection-privacy-platform/reviews) Securezapp is an industry-first, fully customisable Data Protection & Privacy Platform. Our Next-Generation technology reduces your Data Governance TCO by 80%. **Who Is the Company Behind SecureZapp Data Protection & Privacy Platform?** - **Seller:** [SecureZapp](https://www.g2.com/sellers/securezapp) - **HQ Location:** Singapore, Singapore - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 8. [Seeker DLP](https://www.g2.com/products/seeker-dlp/reviews) Seeker uses a built-in component of Microsoft Windows called IFilters to scan the contents of most files. Seeker uses its own internal read methods, and still other unidentified formats can fall back to reading a file as plain text. **Who Is the Company Behind Seeker DLP?** - **Seller:** [Seeker](https://www.g2.com/sellers/seeker) - **Year Founded:** 2014 - **HQ Location:** N/A - **LinkedIn® Page:** http://www.linkedin.com/company/seeker-llc (1 employees on LinkedIn®) ### 9. [SENYA](https://www.g2.com/products/senya/reviews) We help large companies with complex data problems solve key challenges. GDPR We do intelligent Data Discovery and Classification for GDPR(General Data Protection Regulation), so that all Customer Personal Identifiable Information (PII) you keep is clearly understood. Digital Getting Digital is part about Technology, the bigger part is getting the right Customer, Product and Agreement Data at the right place for next best action. Our Approach and Technology ideal to get you going. BI/Big Data Senya provides a set of services to help you to understand your Business Data better. Amongst others leverage our platform/skills for EDW construction, Big Data curation & data mapping between core platforms. **Who Is the Company Behind SENYA?** - **Seller:** [SENYA Limited](https://www.g2.com/sellers/senya-limited) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 10. [Shinydocs](https://www.g2.com/products/shinydocs/reviews) Shinydocs is a Data Intelligence Solution that seamlessly unifies data across all your repositories, delivering instant answers to complex challenges. Leverage AI to minimize risk, cut costs, and save time—while maintaining data governance and regulatory compliance - all within a single, powerful platform. • AI–Powered Automation: Leverage the Power of AI without the risk - unify, secure, and optimize your enterprise data. Shinydocs AI isn’t just another AI tool, it’s a medium to leverage AI across your enterprise. Instead of pushing you into a one-size-fits-all solution, we give you the flexibility, security, and control you need to maximize your data's potential. • Intuitive Search Experience: Discover your Content within seconds for a fast, secure and unified experience by leveraging AI-powered automation across your enterprise. • Automated PII Detection: Empower Teams to easily flag, secure and comply with data protection regulations. Safeguard your PII and sensitive data with Automation. • Eliminate ROT Data: Enhance Operational Efficiencies to eliminate redundant, outdated and trivial (ROT) data to optimize and reduce storage costs by more than 60%. • Smart Tagging & Classification: Swiftly optimize data by Smart Tagging and Classifying documents to scale. • Transparency at Scale: Empower IT Administrators with clear, actionable insights that drive program effectiveness at any scale. Why Choose Shinydocs Pro Shinydocs understands the unique challenges organizations face in managing their data. Our purpose-built solutions offer greater accuracy, security, and affordability, ensuring better data control while optimizing performance. Here are a few quick wins we've delivered to our customers: • 10M+ PII files detected and classified • 5-7Hrs Average time saved per week/user due to custom tagging and classification • 99% accuracy with Shinydocs Pro's Client Matter ID, documents and record searching • 60%+ saving on file storage costs due to ROT Unlock the full potential of your data with Shinydocs! Take control today - Booking a meeting to learn how! **Who Is the Company Behind Shinydocs?** - **Seller:** [Shinydocs](https://www.g2.com/sellers/shinydocs) - **Year Founded:** 2013 - **HQ Location:** Kitchener, CA - **LinkedIn® Page:** https://www.linkedin.com/company/shinydocs (20 employees on LinkedIn®) ### 11. [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:** https://www.linkedin.com/company/siberson (14 employees on LinkedIn®) - **Ownership:** Siberson - **Phone:** +90 224 322 06 00 ### 12. [Siberson Veriket Data Discovery](https://www.g2.com/products/siberson-veriket-data-discovery/reviews) Siberson Veriket Data Discovery is Siberson’s AI-assisted sensitive data discovery solution designed to help organizations continuously discover, analyze, and monitor sensitive data across on-premises, cloud, and hybrid environments. It enables security and compliance teams to gain deep visibility into where critical data resides, identify exposure risks and policy gaps, prioritize remediation, and strengthen regulatory readiness through intelligent, context-aware discovery. By turning fragmented data landscapes into actionable insight, Veriket helps organizations reduce risk faster, improve governance, and build a more measurable data security posture. **Who Is the Company Behind Siberson Veriket Data Discovery?** - **Seller:** [Siberson](https://www.g2.com/sellers/siberson) - **HQ Location:** Turkey - **LinkedIn® Page:** https://www.linkedin.com/company/siberson (14 employees on LinkedIn®) - **Ownership:** Siberson - **Phone:** +90 224 322 06 00 ### 13. [Solix Sensitive Data Discovery](https://www.g2.com/products/solix-sensitive-data-discovery/reviews) Solix Technologies, Inc., is a leading big data application provider that empowers data-driven enterprises with optimized infrastructure, data security and advanced analytics by achieving Information Lifecycle Management (ILM) goals. **Who Is the Company Behind Solix Sensitive Data Discovery?** - **Seller:** [Solix](https://www.g2.com/sellers/solix) - **Year Founded:** 2002 - **HQ Location:** Santa Clara, California, United States - **Twitter:** @solixbigdata (2,253 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/solix-technologies/ (589 employees on LinkedIn®) ### 14. [Sydeguard](https://www.g2.com/products/sydeguard/reviews) SydeGuard is an advanced security solution designed to protect generative AI systems during runtime by detecting and mitigating threats based on user intent. It offers enterprise-grade protection through seamless integration, ensuring AI applications are safeguarded against attacks and abuse without compromising performance. SydeGuard's threat intelligence repository is updated daily, enhancing its defense capabilities over time. **Who Is the Company Behind Sydeguard?** - **Seller:** [SydeLabs](https://www.g2.com/sellers/sydelabs) - **Year Founded:** 2023 - **HQ Location:** San Francisco, US - **LinkedIn® Page:** https://www.linkedin.com/company/sydelabs (1 employees on LinkedIn®) ### 15. [Systnaps](https://www.g2.com/products/systnaps/reviews) Meet regulatory requirements to enhance the image of your organization. **Who Is the Company Behind Systnaps?** - **Seller:** [Systnaps SAS](https://www.g2.com/sellers/systnaps-sas) - **Year Founded:** 2007 - **HQ Location:** Le Perreux sur Marne, FR - **LinkedIn® Page:** http://www.linkedin.com/company/systnaps (22 employees on LinkedIn®) ### 16. [Velotix Data Security Platform](https://www.g2.com/products/velotix-data-security-platform/reviews) Velotix empowers organizations to maximize the value of their data while ensuring security and compliance in a rapidly evolving regulatory landscape. The Velotix Data Security Platform offers automated policy management, dynamic access controls, and comprehensive data discovery, all driven by advanced AI. With seamless integration across multi-cloud environments, Velotix enables secure, self-service data access, optimizing data utilization without compromising on governance. Trusted by leading enterprises across financial services, healthcare, telecommunications, and more, Velotix is reshaping data governance for the ‘need to share’ era. Founded in 2020 by data science and data experts Dr. Adi Hod and Uriel Ekstein. **Who Is the Company Behind Velotix Data Security Platform?** - **Seller:** [Velotix](https://www.g2.com/sellers/velotix) - **Year Founded:** 2020 - **HQ Location:** New York , US - **LinkedIn® Page:** https://www.linkedin.com/company/velotix (49 employees on LinkedIn®) ### 17. [ZL Platform](https://www.g2.com/products/zl-platform/reviews) The ZL Platform delivers unified information governance and curation, enabling enterprises to manage unstructured data at scale and leverage it for analytics and artificial intelligence. ZL Platform combines In-Place Data Management with selective archiving, facilitating compliance, privacy, eDiscovery, and records functions. In-Place Data is managed “virtually,” meaning that data for each file and message is extracted from the source servers without being copied into the archive, enhancing performance and minimizing storage requirements. It also offers Single-Instance Storage along with powerful lexical capabilities and complex searches, eliminating data silos and unifying all enterprise unstructured data under one repository. The ZL Platform’s modularized deployment offers the following options, all hosted on one centralized platform that is trusted by 4 of the top 5 U.S. banks, and Fortune 500 companies: • ZL Discovery Manager redefines eDiscovery with a governance-first approach, enabling global searches across the enterprise before custodians have been identified. By consolidating data in one platform, users can produce more relevant findings while reducing total documents reviewed by 40%. Advanced analytics, visualization, and hit term reports support early case assessment, allowing legal teams to identify key facts and streamline legal strategy early on. • ZL Compliance Manager helps enterprises meet regulatory and internal policy requirements. Certified for regulatory standards like SEC 17a-4, GDPR, HIPAA, and more, ZL Compliance Manager enables full compliance workflows with advanced lexical search. Organizations gain control over unstructured data and can confidently meet industry-specific obligations through unified governance and analytics. • ZL Records Manager delivers cradle-to-grave records control, meeting stringent records standards such as DoD 5015.02. Users can apply retention policies via time, event, or metadata triggers. With automated workflows and deep classification options, records managers defensibly reduce ROT (Redundant, Obsolete, and Trivial) data. Legal hold integration delivers synchronized governance across legal, compliance, and records domains. • ZL Enterprise Analytics enables granular analysis of archived and In-Place email, IMs, and files. ZL Enterprise Analytics enables granular analysis of archived and In-Place email, IMs, and files. Users can create flexible workspaces by grouping search results across criteria like users, timeframes, or keywords, allowing for targeted filtering, analysis, and export of data. The module supports rich search capabilities and provides powerful insights into communication patterns and content trends, helping organizations quickly surface relevant information and respond to compliance, legal, or investigative needs. • ZL Enterprise Files Management (EFM) is provided for unstructured file data management. This includes searching files, viewing file content, viewing graphs and charts that represent file data, applying tags to files, managing file record categories and lifecycles via the Disposition Workflow, viewing audit trail data, and more. The module enables centralized control over file shares, Office 365, and SharePoint, offering analytics, retention, and deletion in real time. For more information, please visit www.zlti.com. **Average Rating:** 3.8/5.0 **Total Reviews:** 2 **How Do G2 Users Rate ZL Platform?** - **Ease of Use:** 5.0/10 (Category avg: 8.9/10) **Who Is the Company Behind ZL Platform?** - **Seller:** [ZL Technologies](https://www.g2.com/sellers/zl-technologies) - **Year Founded:** 1999 - **HQ Location:** Milpitas, US - **Twitter:** @zltechnologies (772 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/zl-technologies (286 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Enterprise, 50% Small-Business #### What Are ZL Platform's Pros and Cons? **Pros:** - Analytics (1 reviews) - Data Analytics (1 reviews) - Features (1 reviews) - Search Efficiency (1 reviews) - Search Functionality (1 reviews) **Cons:** - Performance Issues (1 reviews) - Poor Customer Support (1 reviews) - Poor Support Services (1 reviews) - Slow Performance (1 reviews) ### What Do G2 Reviewers Say About ZL Platform? *AI-generated summary from verified user reviews* **Pros:** - Users highly value the **powerful search and analytics capabilities** of ZL Platform, especially for social media analysis. - Users value the **powerful search and analytics capabilities** of ZL Platform, especially for social media analysis. - Users highly value the **powerful search and analytics capabilities** of the ZL Platform, especially for social media analysis. - Users highly value the **powerful search and analytics capabilities** of ZL Platform for effective data retrieval. - Users highly value the **powerful search and analytics capabilities** of ZL Platform, especially for social media analysis. **Cons:** - Users report **performance issues** with ZL Platform, particularly regarding the quality and speed of support services. - Users highlight **poor customer support** for ZL Platform, citing inadequate quality and slow response times from technical assistance. - Users express frustration with the **poor support services** of ZL Platform, citing slow response times and quality issues. - Users often experience **slow performance** with ZL Platform, which hampers their overall productivity and user satisfaction. #### What Are Recent G2 Reviews of ZL Platform? **"[Excellent Platform](https://www.g2.com/survey_responses/zl-platform-review-11493841)"** **Rating:** 5.0/5.0 stars *— chandra sekhar M.* [Read full review](https://www.g2.com/survey_responses/zl-platform-review-11493841) --- #### What Are G2 Users Discussing About ZL Platform? - [What is ZL Discovery Manager used for?](https://www.g2.com/discussions/what-is-zl-discovery-manager-used-for) ## What Is Sensitive Data Discovery Software? [Data Privacy Software](https://www.g2.com/categories/data-privacy-3d79da1e-6384-42b3-a11f-d04b6694e806) ## What Software Categories Are Similar to Sensitive Data Discovery Software? - [Data-Centric Security Software](https://www.g2.com/categories/data-centric-security) - [Data Privacy Management Software](https://www.g2.com/categories/data-privacy-management) - [Data Subject Access Request (DSAR) Software](https://www.g2.com/categories/data-subject-access-request-dsar)