Best Sensitive Data Discovery Software - Page 12

How Many Sensitive Data Discovery Software Products Does G2 Track?

Total Products under this Category: 189

Category Stats (Sep 2026)

  • Average Rating: 4.43/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: SailPoint (+1.11%) - Among all products in this category, SailPoint recorded the largest rating increase compared to last month

Last updated: September 26, 2026

How Does G2 Rank Sensitive Data Discovery Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 5,100+ Authentic Reviews
  • 189+ 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

Highlighted products: IBM Guardium Data Protection, Varonis Data Security Platform, Securiti, Egnyte, Safetica, Satori Data Security Platform, Collibra, and Ground Labs Enterprise Recon.

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=securiti&focus%5B%5D=egnyte&focus%5B%5D=safetica&focus%5B%5D=satori-data-security-platform&focus%5B%5D=collibra&focus%5B%5D=ground-labs-enterprise-recon)

Pre Migration PII Sensitive Data Scanner & Cleaner for Jira

miniOrange Migration Assistant Make your Jira migration smoother, safer, and smarter. Moving to the Cloud can feel overwhelming — but it doesn’t have to. The miniOrange Migration Assistant helps you tidy up your Jira environment before migration, so you can leave behind the clutter and carry forward only what matters. Think of it as your pre‑migration spring cleaning tool: simple, powerful, and built to save you time, money, and stress. What It Does Sensitive Data Scanning Protect your business by scanning tickets with custom rules. Spot and handle sensitive details like PII, emails, or credit card numbers. Choose to encrypt, redact, or delete — all while staying aligned with GDPR, HIPAA, PCI DSS, and SOC 2. Attachment Audit Take control of your attachments. Quickly see which files are eating up space, filter by size or type, and remove what you don’t need. Less clutter means lower Cloud storage costs. Bulk User & Group Cleanup Spot inactive users and groups at a glance. Deactivate or delete them in bulk to keep your environment lean and cut down on unnecessary license expenses. Who It’s For Jira DC Admins getting ready to move to Cloud Compliance & Security Teams making sure sensitive data doesn’t slip through the cracks Enterprises looking to save on Cloud licenses and storage

Who Is the Company Behind Pre Migration PII Sensitive Data Scanner & Cleaner for Jira?

  • Seller: miniOrange
  • Year Founded: 2012
  • HQ Location: Pune, India
  • Twitter: @miniOrange_it
    28 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    576 employees on LinkedIn®

Privacy Dynamics

To empower the next generation of innovators through transparency, choice, and responsibility.

Who Is the Company Behind Privacy Dynamics?

Privacy Hub by Wrangu

Privacy Hub by Wrangu is the Solution for data privacy management. Privacy Hub combines the flexibility to meet your business needs, whilst creating efficiencies to drive your ROI, and delivering transparency to keep the board happy.

Average Rating: 4.0/5.0

Total Reviews: 2

How Do G2 Users Rate Privacy Hub by Wrangu?

  • Ease of Use: 6.7/10 (Category avg: 8.9/10)

Who Is the Company Behind Privacy Hub by Wrangu?

  • Seller: Wrangu
  • Year Founded: 2016
  • HQ Location: Amsterdam, NL
  • Twitter: @wrangu
    1 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    68 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Privacy Hub by Wrangu?

What Are G2 Users Discussing About Privacy Hub by Wrangu?

Privatris

The world’s first AI-powered Privacy Auditor—automating end-to-end compliance with real-time data discovery, risk assessment, and actionable remediation across all your sensitive and personal information.

Who Is the Company Behind Privatris?

Privy By IDfy

Privy by IDfy is India's leading full-stack DPDP platform, natively optimized for Indian compliance mandates. It brings together consent management, continuous compliance management, and data governance, keeping your ecosystem continuously compliant and audit-ready Why Privy is the Top-Rated DPDP Software for Indian Enterprises: India's DPDP Act wasn't written for the tools most enterprises already own. Legacy global platforms lean on rigid, one-size-fits-all frameworks that treat Indian compliance as an afterthought. Privy by IDfy was built specifically for India's mandates, enterprise-grade and full-stack, engineered to fit local requirements instead of forcing you to work around them. It acts as a command center that closes the gap between what the regulation demands and what your backend systems actually do, so compliance lives in your operations, not in a policy document. One Platform, Three Pillars of DPDP Compliance: Consent Lifecycle Management: Manage consent, preferences, data principal rights, and cookie compliance across every digital customer journey. Streamline purpose-linked data capture under the DPDP Act and centralize fulfillment through the Consent Governance Platform, Data Principal Rights Management (DPRM), and Cookie Manager. Continuous Compliance and Risk Management: Keep complex organizational data workflows under total control through structured templates, incident tracking, and downstream vendor oversight. Drive continuous organizational accountability through collaborative Privacy Impact Assessments (PIAs), end-to-end Incident Management, and robust Third-Party Risk Management (TPRM). Personal Data Discovery and Governance: Discover, classify, map, and govern personal data across internal storage systems, complex applications, vendors, and business units. Powered by Data Compass, it delivers agentless data discovery and classification across systems, endpoint scanning, automated data lineage mapping, complete Data Security Posture Management (DSPM), and Privacy Enhancing Technologies (PETs) tuned for Indian PII formats. Why Indian Enterprises Deploy Privy for DPDP Solutions: On-Premise & VPC Deployment: Securely scan environments in-place without raw data ever leaving your secure technical perimeter. Proven Enterprise Scale: Engineered on IDfy’s trusted RegTech ecosystem processing over 60 million records monthly for India's leading banks, NBFCs, insurers, and high-growth fintechs.

Who Is the Company Behind Privy By IDfy?

Proofpoint Data Discover

Proofpoint Data Discover simplifies and automates PCI, PII and PHI discovery

Who Is the Company Behind Proofpoint Data Discover?

  • Seller: Proofpoint
  • Year Founded: 2002
  • HQ Location: Sunnyvale, CA
  • Twitter: @proofpoint
    31,157 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5,261 employees on LinkedIn®
  • Ownership: NASDAQ: PFPT

Protecto

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
  • Year Founded: 2021
  • HQ Location: Cupertino, US
  • Twitter: @ProtectoAi
    125 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    42 employees on LinkedIn®

Qostodian Recon

Who Is the Company Behind Qostodian Recon?

  • Seller: Qohash
  • Year Founded: 2018
  • HQ Location: Québec, CA
  • Twitter: @Qohash
    126 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    78 employees on LinkedIn®

QueryPie

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
  • Year Founded: 2016
  • HQ Location: Seoul, KR
  • Twitter: @querypie
    86 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    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 streamlining approval processes effectively.
  • Users value the effective auditing capabilities of QueryPie, enhancing compliance and providing clear visibility into data access.
  • Users value the automation features of QueryPie for simplifying data access management and enhancing compliance effortlessly.
  • Users value the centralized management of QueryPie, simplifying access control and enhancing visibility for data security.
  • Users value the seamless cloud integration of QueryPie, enhancing organization and control over data access management.
Cons
  • Users find the user interface complex, making it challenging for non-technical users to navigate effectively.
  • Users find the user interface complexity challenging, especially for non-technical individuals, impacting their overall experience.
  • Users find the complex usage of QueryPie challenging, particularly for non-technical individuals navigating its many features.
  • Users find the difficult interface of QueryPie complicated, particularly for non-technical users requiring a smoother learning curve.
  • Users find the inefficient workflow in QueryPie can hinder productivity, as customization options are limited and complex.

What Are Recent G2 Reviews of QueryPie?

Redact AI

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
  • Year Founded: 2022
  • HQ Location: Sydney, AU
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®
  • Ownership: Alfonso Porcelli - CEO & Co-Founder

Risk Finder

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?

Seeker DLP

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
  • Year Founded: 2014
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

SENYA

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?

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