# Best Sensitive Data Discovery Software - Page 2

  *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)




  
## How Many Sensitive Data Discovery Software Products Does G2 Track?
**Total Products under this Category:** 191

### Category Stats (May 2026)
- **Average Rating**: 4.43/5
- **New Reviews This Quarter**: 33
- **Buyer Segments**: Mid-Market 38% │ Enterprise 36% │ Small-Business 26%
- **Top Trending Product**: Privacera Data Security Platform (+0.25)
*Last updated: May 18, 2026*

  
## How Does G2 Rank Sensitive Data Discovery Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 4,700+ Authentic Reviews
- 191+ 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:** [Safetica](https://www.g2.com/products/safetica/reviews)
- **Best Free Software:** [Egnyte](https://www.g2.com/products/egnyte/reviews)

  
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---

  ## What Are the Top-Rated Sensitive Data Discovery Software Products in 2026?
### 1. [Spirion](https://www.g2.com/products/spirion/reviews)
  Spirion is the most comprehensive and accurate sensitive data discovery and classification platform on the planet. Period. Full Stop. With that as our foundation, we expanded our efforts to an award-winning Sensitive Data Governance Suite, bringing together data security, privacy, and governance under one umbrella. Whether you are looking to better control your sensitive data, to prevent the devastating impact of a breach, or are working towards continuous compliance, Spirion is step one - your single source of truth for Sensitive Data and for any initiative focused on protecting that data.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 13
**How Do G2 Users Rate Spirion?**

- **Structure type:** 9.2/10 (Category avg: 8.9/10)
- **Reporting:** 9.4/10 (Category avg: 9.0/10)
- **Contextual search:** 8.9/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.6/10 (Category avg: 8.9/10)

**Who Is the Company Behind Spirion?**

- **Seller:** [Spirion](https://www.g2.com/sellers/spirion)
- **Year Founded:** 2006
- **HQ Location:** Tampa, FL
- **Twitter:** @Spirion (1,293 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/spirion/ (38 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 64% Enterprise, 29% Small-Business


#### What Are Spirion's Pros and Cons?

**Pros:**

- Customization (1 reviews)
- Data Classification (1 reviews)
- Data Discovery (1 reviews)
- Data Protection (1 reviews)
- Data Security (1 reviews)

**Cons:**

- Difficult Learning (1 reviews)
- Difficult Setup (1 reviews)
- Learning Curve (1 reviews)
- Lengthy Setup (1 reviews)
- Performance Issues (1 reviews)

### 2. [Netwrix Access Analyzer](https://www.g2.com/products/netwrix-access-analyzer/reviews)
  Netwrix Enterprise Auditor helps organizations collect and analyze the data they need to answer their most difficult questions in the management and security of their critical IT infrastructure, data, and applications. Unlike point-products designed to address only a single need, Netwrix Enterprise Auditor is a true framework. With preconfigured solutions to address your most common requirements, as well as an extensive toolset for you to create solutions of your own, Netwrix Enterprise Auditor remains relevant even when your requirements change. Strict audit regulations like PCI DSS, HIPAA, SOX, and others, require organizations to know who has access to certain types of data, what they’re doing with it, and how users were granted that access. Couple that with the threat of insider theft and data loss, and risky conditions like Open Access in the File System and SharePoint, and today’s IT administrators need help! KEY FEATURES & BENEFITS - Preconfigured Solution Sets – Netwrix Enterprise Auditor contains out-of-the-box, ready to run Solution Sets aligning to Data Access Governance for Unstructured and Structured Data, Active Directory Management and Security, OS-level Auditing and Governance, and more. - Process Automation – Netwrix Enterprise Auditor seamlessly ties together disparate processes, creating fully automated solutions that save time, avoid unnecessary costs, and alleviate burden on IT. - Governance – Not all the data you need can be obtained from a system or application. Netwrix Enterprise Auditor provides both simple and sophisticated methods of retrieving and incorporating end-user feedback into the data analysis and decision-making process, including Entitlement Reviews, Self-Service Access Requests, and more. - Technology Integration – Netwrix Enterprise Auditor can push and pull data to and from dozens of technologies (including home-grown systems) to enhance the value of existing and future technology investments. - Consolidated Reporting – Netwrix Enterprise Auditor can report on any available dataset, enabling organizations to automate a multitude of reporting tasks, as well as view all of their reports in a single pane of glass.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 26
**How Do G2 Users Rate Netwrix Access Analyzer?**

- **Ease of Use:** 7.6/10 (Category avg: 8.9/10)

**Who Is the Company Behind Netwrix Access Analyzer?**

- **Seller:** [Netwrix](https://www.g2.com/sellers/netwrix)
- **HQ Location:** Irvine, CA
- **Twitter:** @Netwrix (2,908 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/455932/ (751 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Insurance
  - **Company Size:** 62% Enterprise, 27% Mid-Market


### 3. [Fortra Data Classification](https://www.g2.com/products/fortra-data-classification/reviews)
  For organizations struggling with data visibility, a robust data classification solution is often the answer. Not all solutions are built the same, however, as many classification tools struggle to meet organizational requirements, whether because of a lack of schema or metadata, improper policy enforcement, excessive operational overhead, and more. As a result, organizations may find that the benefits of their classification solutions aren’t worth the cost and added complexity for their employees. Fortra Data Classification delivers straightforward classification capabilities with the flexibility to accommodate sophisticated compliance regulations and other unique business requirements. By offering customizable metadata fields and easily configurable schema values, our solution feeds downstream security tools like DSPM and DLP for more accurate policy enforcement, enables more consistent compliance, and delivers deeper visibility into where your data lives and how it moves. With Fortra Data Classification, organizations will experience reduced business friction, improved employee security awareness, and more informed decision-making power.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 22
**How Do G2 Users Rate Fortra Data Classification?**

- **Structure type:** 8.1/10 (Category avg: 8.9/10)
- **Reporting:** 7.5/10 (Category avg: 9.0/10)
- **Contextual search:** 8.5/10 (Category avg: 8.8/10)
- **Ease of Use:** 7.7/10 (Category avg: 8.9/10)

**Who Is the Company Behind Fortra Data Classification?**

- **Seller:** [Fortra](https://www.g2.com/sellers/fortra)
- **Company Website:** https://www.fortra.com/
- **Year Founded:** 1982
- **HQ Location:** Eden Prairie, Minnesota
- **Twitter:** @fortraofficial (2,769 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/fortra (1,738 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services
  - **Company Size:** 41% Enterprise, 36% Small-Business


#### What Are Fortra Data Classification's Pros and Cons?

**Pros:**

- Data Protection (1 reviews)
- Flexibility (1 reviews)
- Integration Support (1 reviews)
- Security (1 reviews)

**Cons:**

- Difficult Learning (1 reviews)

### 4. [Cavelo](https://www.g2.com/products/cavelo/reviews)
  Cavelo helps businesses achieve attack surface management with automated data discovery, classification and reporting. Its cloud compatible cyber asset attack surface management (CAASM) platform continuously scans, identifies, classifies and reports on sensitive data across the organization, simplifying compliance reporting, vulnerability management and risk remediation.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 12
**How Do G2 Users Rate Cavelo?**

- **Structure type:** 9.0/10 (Category avg: 8.9/10)
- **Reporting:** 9.0/10 (Category avg: 9.0/10)
- **Contextual search:** 8.3/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.8/10 (Category avg: 8.9/10)

**Who Is the Company Behind Cavelo?**

- **Seller:** [Cavelo](https://www.g2.com/sellers/cavelo)
- **Year Founded:** 2021
- **HQ Location:** Kitchener, CA
- **LinkedIn® Page:** https://www.linkedin.com/company/cavelo-inc (26 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 62% Mid-Market, 38% Small-Business


### 5. [Data Sentinel](https://www.g2.com/products/data-sentinel/reviews)
  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.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 15
**How Do G2 Users Rate Data Sentinel?**

- **Structure type:** 8.7/10 (Category avg: 8.9/10)
- **Reporting:** 9.7/10 (Category avg: 9.0/10)
- **Contextual search:** 8.0/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.1/10 (Category avg: 8.9/10)

**Who Is the Company Behind Data Sentinel?**

- **Seller:** [Data Sentinel](https://www.g2.com/sellers/data-sentinel)
- **Year Founded:** 2019
- **HQ Location:** Oakville, CA
- **LinkedIn® Page:** https://www.linkedin.com/company/data-sentinel/ (30 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 47% Mid-Market, 40% Small-Business


#### What Are Data Sentinel's Pros and Cons?

**Pros:**

- Automated Classification (2 reviews)
- Automation (2 reviews)
- Compliance (2 reviews)
- Customer Support (2 reviews)
- Data Classification (2 reviews)

**Cons:**

- Difficult Setup (1 reviews)
- Lengthy Setup (1 reviews)
- Setup Difficulty (1 reviews)

### 6. [Soveren](https://www.g2.com/products/soveren/reviews)
  Sensitive data observability (DSPM). With Soveren you can fulfill your mission-critical production data observability and security goals. Soveren helps identify and protect crown jewels in Kubernetes-based environments. It automatically discovers sensitive data and assets, mapping the flows between them and immediately alerting you before risks become full-blown incidents. Our mission is to help leading organizations protect millions of consumer data records without slowing down their business. We have built our solution in partnership with the most innovative security leaders in Europe and the US. Soveren integrates natively with Kubernetes, analyzing network traffic with zero impact on application latency or performance. It uses proprietary ML algorithms to discover and classify sensitive data within data flows in near real-time with 95% detection rate out of the box. We raised $10M from the who-is-who in security and enterprise SaaS: the founders and CEOs of Datadog, Snyk, Palo Alto Networks, Slack, Tessian, MuleSoft, DeepMind, and a former CISO of Amazon. We are also backed by the amazing founders of Airbnb, Deel, N26, Algolia, as well as tier-one London-based VCs.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 10
**How Do G2 Users Rate Soveren?**

- **Structure type:** 9.5/10 (Category avg: 8.9/10)
- **Reporting:** 8.8/10 (Category avg: 9.0/10)
- **Contextual search:** 9.0/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.9/10)

**Who Is the Company Behind Soveren?**

- **Seller:** [Soveren](https://www.g2.com/sellers/soveren)
- **Year Founded:** 2020
- **HQ Location:** London, GB
- **LinkedIn® Page:** https://www.linkedin.com/company/71768298 (15 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Mid-Market, 30% Small-Business


### 7. [Tripwire Enterprise](https://www.g2.com/products/tripwire-enterprise/reviews)
  Tripwire Enterprise is a proven integrity management solution that provides superior security and continuous compliance. By combining file integrity monitoring (FIM) and security confirmation management (SCM) capabilities, Tripwire Enterprise helps you accurately identify security misconfigurations and indicators of compromise before it's too late. Get unparalleled visibility into your ecosystem with detailed insights into the current state and history of each monitored asset. Tripwire Enterprise helps you meet compliance needs (like PCI DSS, HIPAA, SOX, etc.) and go beyond basic FIM and SCM to heighten security of your environment. A Key Part of Fortra (the new face of HelpSystems) Tripwire is proud to be part of Fortra’s comprehensive cybersecurity portfolio. Fortra simplifies today’s complex cybersecurity landscape by bringing complementary products together to solve problems in innovative ways. These integrated, scalable solutions address the fast-changing challenges you face in safeguarding your organization. With the help of the powerful protection from Tripwire Enterprise and others, Fortra is your relentless ally, here for you every step of the way throughout your cybersecurity journey.


  **Average Rating:** 3.9/5.0
  **Total Reviews:** 29
**How Do G2 Users Rate Tripwire Enterprise?**

- **Ease of Use:** 7.3/10 (Category avg: 8.9/10)

**Who Is the Company Behind Tripwire Enterprise?**

- **Seller:** [Fortra](https://www.g2.com/sellers/fortra)
- **Year Founded:** 1982
- **HQ Location:** Eden Prairie, Minnesota
- **Twitter:** @fortraofficial (2,769 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/fortra (1,738 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services, Banking
  - **Company Size:** 65% Enterprise, 32% Mid-Market


### 8. [PrivacyEngine](https://www.g2.com/products/privacyengine/reviews)
  PrivacyEngine is a leading provider of data privacy management solutions, designed to help organisations across various sectors, including retail, healthcare, financial services, and government, achieve and maintain compliance with global privacy regulations. Founded in 2013 by a team of privacy experts, including PhD-level professionals, PrivacyEngine was built to address the growing challenges that organisations face in complying with regulations like the GDPR, CCPA, and PDPL. Our mission is to make privacy compliance straightforward, efficient, and accessible. Key features of our platform include: \> Data Subject Access Request (DSAR) Management: Simplifies the process of handling and responding to data subject requests. \> Data Breach Management: Automates the detection, reporting, and management of data breaches to minimise risk. \> Data Protection Impact Assessments (DPIA): Facilitates comprehensive risk assessments for data processing activities. \> Records of Processing Activities (RoPA): Streamlines documentation and management of all processing activities. \> Advanced Risk Management: Provides tools for ongoing risk assessments and third-party evaluations to ensure continuous compliance. \> Data Retention: Accurately decide how long you can keep data and records. \> Third Party Assessment: Mitigate risks which may be associated with 3rd party vendors \> PrivacyConsent: An easy-to-use GDPR/ePrivacy, CCPA and TTDSG cookie consent solution that is cost effective and compliant. \> Our platform also integrates machine learning and artificial intelligence to automate compliance tasks and support global standards like ISO 27001 and the NIS2 directive.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 84
**How Do G2 Users Rate PrivacyEngine?**

- **Structure type:** 9.6/10 (Category avg: 8.9/10)
- **Reporting:** 9.1/10 (Category avg: 9.0/10)
- **Contextual search:** 9.6/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.7/10 (Category avg: 8.9/10)

**Who Is the Company Behind PrivacyEngine?**

- **Seller:** [PrivacyEngine](https://www.g2.com/sellers/privacyengine)
- **Year Founded:** 2013
- **HQ Location:** Dublin, County Dublin
- **Twitter:** @PrivacyEngineDP (738 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/privacyengine/ (25 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Hospital & Health Care, Information Technology and Services
  - **Company Size:** 51% Mid-Market, 29% Small-Business


#### What Are PrivacyEngine's Pros and Cons?

**Pros:**

- Compliance Management (5 reviews)
- Privacy Management (5 reviews)
- Compliance (4 reviews)
- Security (4 reviews)
- Security Management (4 reviews)

**Cons:**

- Learning Curve (3 reviews)
- Poor Interface Design (3 reviews)
- Feature Limitations (2 reviews)
- Improvement Needed (2 reviews)
- Navigation Difficulty (2 reviews)

### 9. [Onna](https://www.g2.com/products/onna/reviews)
  Today, work happens in the cloud. Teams utilize Slack, Google Workspace, Microsoft 365, and dozens of other collaboration apps to run your business. But when litigation strikes, an investigation opens, or a compliance deadline looms, legal teams discover a hard truth: your legacy discovery workflows weren’t built for the modern digital workplace. Unstructured data is scattered across dozens of platforms. IT is overwhelmed by ad hoc legal requests that take days or weeks to fulfill. Over-collection drives up review costs and introduces security risks. And without a defensible, repeatable process, every new matter starts from zero. Onna was built to solve this problem. By creating a unified platform, legal and IT teams have a defensible, single source of truth for all your collaboration data. Instead of scrambling during litigation or an investigation, teams gain: - 24/7 visibility into collaboration data - Precision targeting down to a single Slack message - One repeatable workflow across your entire tech stack - A defensible, auditable single source of truth Onna turns your unstructured data into controlled, searchable, actionable information. Access: 29+ no-code connectors centralize data from your entire tech stack in one platform Analyze: Targeted collections, real-time indexing, and precision search enable rapid insight and analysis Act: Export in review-ready format for downstream eDiscovery tools like Logikcull or Reveal The result is a defensible, single source of truth built for the scale and complexity of today’s digital workplace. Onna - The leading data collection & management platform for eDiscovery


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 22
**How Do G2 Users Rate Onna?**

- **Structure type:** 8.3/10 (Category avg: 8.9/10)
- **Reporting:** 7.3/10 (Category avg: 9.0/10)
- **Contextual search:** 8.0/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.9/10)

**Who Is the Company Behind Onna?**

- **Seller:** [Reveal Data](https://www.g2.com/sellers/reveal-data)
- **Company Website:** https://onna.com/
- **Year Founded:** 2009
- **HQ Location:** Chicago, Illinois
- **Twitter:** @RevealData (727 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/reveal-data (505 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Legal Services
  - **Company Size:** 59% Enterprise, 36% Mid-Market


#### What Are Onna's Pros and Cons?

**Pros:**

- Customer Support (2 reviews)
- Easy Navigation (2 reviews)
- Efficiency (2 reviews)
- Integrations (2 reviews)
- Onboarding (2 reviews)

**Cons:**

- Slow Performance (2 reviews)
- Expensive (1 reviews)
- Improvement Needed (1 reviews)
- Insufficient Training (1 reviews)
- Integration Issues (1 reviews)

### 10. [Responsum](https://www.g2.com/products/responsum/reviews)
  Responsum is a privacy management software solution designed to assist privacy professionals in managing compliance, mitigating risks, and streamlining privacy-related operations across their organizations. This platform serves as a centralized hub for data protection officers, privacy teams, and compliance managers, enabling them to navigate the complexities of privacy regulations and frameworks such as the GDPR, ISO 27001, and NIST. By providing a structured approach to privacy processes, Responsum addresses the often fragmented and time-consuming nature of compliance efforts. Targeted at organizations of all sizes, Responsum is particularly beneficial for privacy teams that must balance operational efficiency with regulatory demands. The software supports a variety of use cases, including the documentation of data processing activities, management of third-party risks, and the fulfillment of data subject requests. Additionally, Responsum enhances privacy awareness throughout the organization, ensuring that all employees are informed and engaged in compliance efforts. Its capabilities extend to timely incident response and risk management, centralizing crucial policies and procedures to facilitate effective oversight. Key features of Responsum include its robust privacy management tools, which automate essential tasks such as maintaining Records of Processing Activities (ROPA), conducting Data Protection Impact Assessments (DPIAs) and Transfer Impact Assessments (TIAs), and managing Data Processing Agreements (DPAs). The platform also excels in incident management, allowing users to log, analyze, and respond to incidents through built-in workflows that promote accountability. Furthermore, Responsum streamlines the handling of Data Subject Access Requests (DSARs) by employing predefined workflows that enhance efficiency. Another significant aspect of Responsum is its training and awareness capabilities. The platform enables organizations to launch privacy e-learning modules, conduct phishing simulations, and track employee progress on privacy and security topics. This focus on education helps cultivate a culture of compliance, ensuring that all team members understand their roles in safeguarding personal data. Responsum is adaptable to the unique needs of each organization, offering customizable modules and dashboards that align with specific operational requirements. By facilitating cross-team collaboration and reducing manual workloads through automation, Responsum empowers privacy teams to demonstrate accountability and maintain a proactive stance in their compliance efforts. This comprehensive approach positions Responsum as a valuable tool for organizations striving to navigate the complexities of privacy management effectively.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 18
**How Do G2 Users Rate Responsum?**

- **Ease of Use:** 9.3/10 (Category avg: 8.9/10)

**Who Is the Company Behind Responsum?**

- **Seller:** [Responsum](https://www.g2.com/sellers/responsum)
- **Company Website:** https://www.responsum.eu
- **Year Founded:** 2020
- **HQ Location:** Zaventem, BE
- **Twitter:** @RESPONSUM14 (3 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/responsum (32 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 94% Mid-Market, 39% Small-Business


#### What Are Responsum's Pros and Cons?

**Pros:**

- Ease of Use (14 reviews)
- Compliance (8 reviews)
- Intuitive (8 reviews)
- Security (8 reviews)
- Compliance Management (7 reviews)

**Cons:**

- Learning Curve (5 reviews)
- Requires Expertise (4 reviews)
- Expertise Required (3 reviews)
- Complexity (2 reviews)
- Customization Difficulty (2 reviews)

### 11. [SailPoint](https://www.g2.com/products/sailpoint/reviews)
  SailPoint is the leader in identity security for the modern enterprise. Harnessing the power of AI and machine learning, SailPoint automates the management and control of access, delivering only the required access to the right identities and technology resources at the right time. Our sophisticated identity platform seamlessly integrates with existing systems and workflows, providing the singular view into all identities and their access. We meet customers where they are with an intelligent identity solution that matches the scale, velocity and environmental needs of the modern enterprise. SailPoint empowers the most complex enterprises worldwide to build a security foundation grounded in identity security.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 170
**How Do G2 Users Rate SailPoint?**

- **Structure type:** 10.0/10 (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:** 8.4/10 (Category avg: 8.9/10)

**Who Is the Company Behind SailPoint?**

- **Seller:** [SailPoint](https://www.g2.com/sellers/sailpoint)
- **Company Website:** https://www.sailpoint.com
- **Year Founded:** 2004
- **HQ Location:** Austin, TX
- **Twitter:** @SailPoint (15,039 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/47456/ (3,441 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Software Engineer
  - **Top Industries:** Financial Services, Information Technology and Services
  - **Company Size:** 75% Enterprise, 18% Mid-Market


#### What Are SailPoint's Pros and Cons?

**Pros:**

- Ease of Use (36 reviews)
- Features (30 reviews)
- Security (24 reviews)
- Identity Management (21 reviews)
- Integrations (21 reviews)

**Cons:**

- Improvement Needed (17 reviews)
- Poor Customer Support (16 reviews)
- Missing Features (14 reviews)
- Expensive (12 reviews)
- Difficult Learning (11 reviews)

### 12. [Secuvy](https://www.g2.com/products/secuvy/reviews)
  Secuvy automates and simplifies data privacy compliance and data protection through our low touch self-learning AI providing customers with 360° continuous visibility into all their personal and sensitive data with the greatest accuracy, unparalleled speed and the lowest cost. The Secuvy platform enables customers to discover, classify, link, categorize, inventory, prioritize data risks, apply controls with a policy engine, apply business rules, access governance, data retention, consent management, automated DSRs, assessments, and more.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 26
**How Do G2 Users Rate Secuvy?**

- **Structure type:** 9.2/10 (Category avg: 8.9/10)
- **Reporting:** 9.2/10 (Category avg: 9.0/10)
- **Contextual search:** 9.6/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.8/10 (Category avg: 8.9/10)

**Who Is the Company Behind Secuvy?**

- **Seller:** [Secuvy](https://www.g2.com/sellers/secuvy)
- **Year Founded:** 2019
- **HQ Location:** San Ramon, CA
- **LinkedIn® Page:** https://www.linkedin.com/company/54276242 (36 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services
  - **Company Size:** 46% Small-Business, 38% Mid-Market


#### What Are Secuvy's Pros and Cons?

**Pros:**

- Security (15 reviews)
- Data Security (13 reviews)
- Data Management (12 reviews)
- Automated Classification (8 reviews)
- Data Privacy (8 reviews)

**Cons:**

- Difficult Setup (9 reviews)
- Learning Difficulty (9 reviews)
- Complex Setup (8 reviews)
- Learning Curve (8 reviews)
- Setup Difficulty (7 reviews)

### 13. [Spectrum Discovery](https://www.g2.com/products/spectrum-discovery/reviews)
  Spectrum Discovery, a powerful predictive analytics solution, helps create a clear picture of your client and identify areas rife with opportunity - and it does it in 3D.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 12
**How Do G2 Users Rate Spectrum Discovery?**

- **Structure type:** 9.2/10 (Category avg: 8.9/10)
- **Reporting:** 9.4/10 (Category avg: 9.0/10)
- **Contextual search:** 8.8/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.9/10)

**Who Is the Company Behind Spectrum Discovery?**

- **Seller:** [Precisely](https://www.g2.com/sellers/precisely-0b25c016-ffa5-4f51-9d9e-fcbc9f54cc55)
- **HQ Location:** Burlington, Massachusetts
- **Twitter:** @PreciselyData (3,967 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/64863146/ (2,962 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Small-Business, 42% Mid-Market


#### What Are Spectrum Discovery's Pros and Cons?

**Pros:**

- Data Management (1 reviews)
- Data Quality (1 reviews)


### 14. [Immuta](https://www.g2.com/products/immuta/reviews)
  Immuta enables organizations to unlock value from their cloud data by protecting it and providing secure access. The Immuta Data Security Platform provides sensitive data discovery, security and access control, data activity monitoring, and has deep integrations with the leading cloud data platforms. Immuta is now trusted by Fortune 500 companies and government agencies around the world to secure their data. Founded in 2015, Immuta is headquartered in Boston, MA.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 15
**How Do G2 Users Rate Immuta?**

- **Structure type:** 7.2/10 (Category avg: 8.9/10)
- **Reporting:** 7.2/10 (Category avg: 9.0/10)
- **Contextual search:** 7.2/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.5/10 (Category avg: 8.9/10)

**Who Is the Company Behind Immuta?**

- **Seller:** [Immuta](https://www.g2.com/sellers/immuta)
- **Year Founded:** 2015
- **HQ Location:** Boston, Massachusetts
- **Twitter:** @immuta (38,168 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/immuta/ (193 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services
  - **Company Size:** 67% Enterprise, 20% Mid-Market


### 15. [Trellix Database Security](https://www.g2.com/products/trellix-database-security/reviews)
  Maximum data security, minimal impact on hardware resources


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 33
**How Do G2 Users Rate Trellix Database Security?**

- **Structure type:** 8.9/10 (Category avg: 8.9/10)
- **Reporting:** 9.4/10 (Category avg: 9.0/10)
- **Contextual search:** 9.4/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.7/10 (Category avg: 8.9/10)

**Who Is the Company Behind Trellix Database Security?**

- **Seller:** [Trellix](https://www.g2.com/sellers/trellix)
- **Year Founded:** 2004
- **HQ Location:** Milpitas, CA
- **Twitter:** @Trellix (241,536 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/44195/ (803 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 36% Small-Business, 33% Enterprise


### 16. [Accelario](https://www.g2.com/products/accelario-accelario/reviews)
  Accelario enhances efficiency and excellence in software development with advanced AI-powered Anonymization and Database Virtualization technologies. By delivering real, compliant, and on-demand test data, our platform enables development teams to optimize workflows, cut costs, and boost productivity. Supporting faster development cycles, superior-quality releases, and strong data privacy, Accelario empowers organizations to meet the challenges of modern software innovation. Trusted by global enterprises, we offer scalable solutions that ensure seamless data provisioning, continuous compliance, and unmatched data security. Whether accelerating DevOps pipelines or improving application quality, Accelario provides the tools to innovate boldly and transform your software development process.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 30
**How Do G2 Users Rate Accelario?**

- **Structure type:** 9.0/10 (Category avg: 8.9/10)
- **Reporting:** 8.7/10 (Category avg: 9.0/10)
- **Contextual search:** 9.0/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.1/10 (Category avg: 8.9/10)

**Who Is the Company Behind Accelario?**

- **Seller:** [Accelario](https://www.g2.com/sellers/accelario)
- **Year Founded:** 2017
- **HQ Location:** New York NY
- **Twitter:** @Accelario2 (36 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/accelario/ (16 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 43% Mid-Market, 40% Small-Business


#### What Are Accelario's Pros and Cons?

**Pros:**

- Ease of Use (8 reviews)
- Efficiency (8 reviews)
- Time-Saving (8 reviews)
- Automation (7 reviews)
- Data Management (6 reviews)

**Cons:**

- Learning Curve (6 reviews)
- Expensive (3 reviews)
- Integration Issues (2 reviews)
- Limited Customization (2 reviews)
- Complexity Management (1 reviews)

### 17. [Cyberhaven](https://www.g2.com/products/cyberhaven/reviews)
  Data Detection and Response finds and follows your sensitive data anywhere it goes to protect it like never before. We reimagined data security for the cloud-first, hybrid work world. Cyberhaven protects important data that other tools can’t see, from threats they can’t detect, across exfiltration vectors they can’t control.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 18
**How Do G2 Users Rate Cyberhaven?**

- **Structure type:** 8.8/10 (Category avg: 8.9/10)
- **Reporting:** 8.7/10 (Category avg: 9.0/10)
- **Contextual search:** 9.7/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.6/10 (Category avg: 8.9/10)

**Who Is the Company Behind Cyberhaven?**

- **Seller:** [Cyberhaven](https://www.g2.com/sellers/cyberhaven)
- **Year Founded:** 2016
- **HQ Location:** Palo Alto
- **Twitter:** @CyberhavenInc (780 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/cyberhaven (283 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Financial Services
  - **Company Size:** 61% Enterprise, 28% Mid-Market


#### What Are Cyberhaven's Pros and Cons?

**Pros:**

- Data Protection (2 reviews)
- Compliance (1 reviews)
- Customization (1 reviews)
- Cybersecurity (1 reviews)
- Data Security (1 reviews)

**Cons:**

- Compatibility Issues (1 reviews)
- Complex Configuration (1 reviews)
- Complexity (1 reviews)
- Difficult Setup (1 reviews)
- Integration Issues (1 reviews)

### 18. [Privado AI](https://www.g2.com/products/privado-ai-privado-ai/reviews)
  Privado AI is the modern privacy platform to reduce compliance risk at scale. With AI agents and real-time software scanning designed for privacy teams, Privado AI can automate risk discovery, assessments, and data maps. Prevent website and mobile app privacy violations with automated audits that continuously verify compliance. Populate entire assessments with agents that analyze documentation. Build dynamic data maps by scanning web, app, backend, and third-party software.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 19
**How Do G2 Users Rate Privado AI?**

- **Structure type:** 9.2/10 (Category avg: 8.9/10)
- **Reporting:** 8.9/10 (Category avg: 9.0/10)
- **Contextual search:** 9.2/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.4/10 (Category avg: 8.9/10)

**Who Is the Company Behind Privado AI?**

- **Seller:** [ Privado AI](https://www.g2.com/sellers/privado-ai-5869bb14-1277-4101-a536-729c8b9f520d)
- **Company Website:** https://www.privado.ai/
- **Year Founded:** 2020
- **HQ Location:** New York
- **LinkedIn® Page:** https://www.linkedin.com/company/privado-ai (449 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Mid-Market, 35% Enterprise


#### What Are Privado AI's Pros and Cons?

**Pros:**

- Data Privacy (15 reviews)
- Ease of Use (14 reviews)
- Privacy Management (10 reviews)
- Data Management (8 reviews)
- Security (8 reviews)

**Cons:**

- False Positives (6 reviews)
- Integration Issues (6 reviews)
- Slow Performance (5 reviews)
- Limited Customization (4 reviews)
- Missing Features (4 reviews)

### 19. [Secoda](https://www.g2.com/products/secoda/reviews)
  Secoda is an AI-powered data governance platform designed to help organizations explore, understand, and utilize their data effectively. By providing a comprehensive platform that connects to 75+ data sources, pipelines, warehouses, and visualization tools, Secoda aims to create a unified source of truth for businesses. This functionality is particularly valuable for organizations looking to enhance their self-serve analytics, streamline operations, and improve decision-making. Targeted at data teams, business stakeholders, and organizations of all sizes, Secoda serves as an essential tool for those who need to manage and interpret large volumes of data. Its user-friendly interface ensures that individuals with varying levels of technical expertise can leverage the platform to gain actionable insights. Companies such as Vanta, Cardinal Health, ID.me, and Dialpad have adopted Secoda to monitor the health of their data ecosystems, enhance the efficiency of their data teams, and scale AI readiness. One of Secoda’s core advantages is its ability to unify data cataloging, enterprise governance, and observability into a single, streamlined platform. This consolidation not only reduces the overhead of managing multiple tools but also powers Secoda AI with rich, connected context, enabling teams to focus on insights instead of infrastructure. Secoda automates key data management tasks including documentation, tagging, glossary term creation, and policy creation. This automation enables users to quickly discover and access relevant data and insights without extensive manual effort. By streamlining these processes, Secoda not only saves valuable time but also empowers teams to make confident, data-driven decisions based on current, well-organized information, ultimately driving better business outcomes. Overall, Secoda stands out in the data management landscape by offering a comprehensive, AI-driven solution that caters to the needs of both technical and non-technical users. Its ability to create a single source of truth, coupled with its integration of multiple functionalities into one platform, positions it as a valuable asset for organizations aiming to harness the full potential of their data.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 55
**How Do G2 Users Rate Secoda?**

- **Structure type:** 7.5/10 (Category avg: 8.9/10)
- **Reporting:** 7.5/10 (Category avg: 9.0/10)
- **Contextual search:** 7.9/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.2/10 (Category avg: 8.9/10)

**Who Is the Company Behind Secoda?**

- **Seller:** [Secoda](https://www.g2.com/sellers/secoda)
- **Year Founded:** 2021
- **HQ Location:** Toronto, CA
- **Twitter:** @SecodaHQ (931 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/secodahq/about (21 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Computer Software, Financial Services
  - **Company Size:** 65% Mid-Market, 18% Small-Business


#### What Are Secoda's Pros and Cons?

**Pros:**

- Ease of Use (31 reviews)
- Features (25 reviews)
- Customer Support (21 reviews)
- Data Lineage (19 reviews)
- Integrations (16 reviews)

**Cons:**

- Bug Issues (11 reviews)
- Bugs (11 reviews)
- Technical Issues (9 reviews)
- Learning Curve (5 reviews)
- Missing Features (5 reviews)

### 20. [Exterro Privacy](https://www.g2.com/products/exterro-privacy/reviews)
  Exterro's Data Discovery solution is an AI-powered platform designed to help organizations proactively manage their data security posture and reduce risks associated with sensitive data. By automating critical data security processes, it provides comprehensive visibility across structured, unstructured, and semi-structured data sources. This enables companies to identify, catalog, and classify personal and sensitive data efficiently, ensuring compliance with global data protection regulations. Key Features and Functionality: - Personal and Sensitive Data Discovery: Utilizes AI to automatically detect sensitive and regulated data elements across various environments, including cloud and on-premises systems. - Automated Data Mapping: Creates comprehensive data catalogs by identifying and mapping data sources, including previously unknown or "shadow" data, facilitating accurate visualization of the data landscape. - Detection of Redundant, Obsolete, and Trivial Data: Identifies unnecessary data, enabling organizations to enforce data minimization practices and reduce storage costs. - Access Management and Least Privilege Enforcement: Provides visibility into data access permissions, supporting the enforcement of least privilege principles to minimize potential data breaches. - Rapid Insights with Robust Security: Performs data analysis within the native environment without transferring sensitive information, delivering actionable insights quickly, even at petabyte scales. Primary Value and User Benefits: Exterro's Data Discovery solution addresses the critical need for organizations to manage and protect sensitive data effectively. By automating data discovery and classification, it reduces the manual effort required to maintain data inventories, ensuring compliance with regulations such as GDPR and CCPA. The platform's ability to identify ROT data helps in optimizing data storage and minimizing exposure to data breaches. Additionally, its access management features enhance security by ensuring that only authorized personnel have access to sensitive information. Overall, Exterro's Data Discovery empowers organizations to maintain a secure data environment, mitigate risks, and adhere to regulatory requirements efficiently.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 6
**How Do G2 Users Rate Exterro Privacy?**

- **Structure type:** 10.0/10 (Category avg: 8.9/10)
- **Reporting:** 9.2/10 (Category avg: 9.0/10)
- **Contextual search:** 6.7/10 (Category avg: 8.8/10)
- **Ease of Use:** 7.2/10 (Category avg: 8.9/10)

**Who Is the Company Behind Exterro Privacy?**

- **Seller:** [Exterro](https://www.g2.com/sellers/exterro)
- **Year Founded:** 2004
- **HQ Location:** Portland, OR
- **Twitter:** @Exterro (3,567 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/135915/ (635 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Mid-Market, 33% Enterprise


#### What Are Exterro Privacy's Pros and Cons?

**Pros:**

- Easy Integrations (1 reviews)
- Integration Support (1 reviews)

**Cons:**

- Complexity Management (1 reviews)

### 21. [ManageEngine DataSecurity Plus](https://www.g2.com/products/manageengine-datasecurity-plus/reviews)
  ManageEngine DataSecurity Plus is a unified data visibility and security platform that specializes in file auditing, file analysis, data risk assessment, data leak prevention, and cloud protection. File server auditing - Seamlessly monitor, alert, and report on all file accesses and modifications made across your Windows file server, failover cluster, and workgroup environments. File storage and security analysis - Perform metadata analysis, spot file security vulnerabilities, analyze and optimize file storage by clearing our old, duplicate, and stale files. Ransomware protection - Discern ransomware intrusions using threshold-based alerts, and execute instant responses to shut down infected machines. Data leak prevention - Avoid data leaks by blocking high-risk file copy activities to USB devices or within endpoints and prevent files containing highly sensitive data from being shared via email (Outlook) as attachments. Data risk assessment - Locate and classify sensitive data occurrences in your repositories to spot potential data exposure and to help comply with data regulations like GDPR, HIPAA, and more. Cloud protection - Track your organization's web traffic, and enforce policies to safeguard your employees against inappropriate or malicious web content.


  **Average Rating:** 3.9/5.0
  **Total Reviews:** 10
**How Do G2 Users Rate ManageEngine DataSecurity Plus?**

- **Structure type:** 7.5/10 (Category avg: 8.9/10)
- **Reporting:** 9.2/10 (Category avg: 9.0/10)
- **Contextual search:** 7.5/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.2/10 (Category avg: 8.9/10)

**Who Is the Company Behind ManageEngine DataSecurity Plus?**

- **Seller:** [Zoho](https://www.g2.com/sellers/zoho-b00ca9d5-bca8-41b5-a8ad-275480841704)
- **Year Founded:** 1996
- **HQ Location:** Austin, TX
- **Twitter:** @Zoho (137,492 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/38373/ (30,531 employees on LinkedIn®)
- **Phone:** +1 (888) 900-9646 

**Who Uses This Product?**
  - **Company Size:** 50% Enterprise, 40% Small-Business


### 22. [Anonyome Platform](https://www.g2.com/products/anonyome-platform/reviews)
  Anonyome Labs is an AI-native privacy and identity protection company delivering enterprise and consumer solutions since 2014. For businesses, the company offers turnkey SDKs, APIs, and white-label applications spanning VPN, Password Manager, Verifiable Credentials, and more trusted by Fortune 100 companies and backed by 25 issued patents. For consumers, its flagship app MySudo gives users private digital identities with working phone numbers, email inboxes, virtual cards, and private browsing, supported by a suite of privacy tools including VPN, AI Privacy Inbox Scanner, and Password Manager (coming soon). Headquartered in Salt Lake City, Utah, Anonyome Labs is committed to making privacy and identity protection the norm.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 10
**How Do G2 Users Rate Anonyome Platform?**

- **Ease of Use:** 9.5/10 (Category avg: 8.9/10)

**Who Is the Company Behind Anonyome Platform?**

- **Seller:** [Anonyome Labs](https://www.g2.com/sellers/anonyome-labs)
- **Year Founded:** 2014
- **HQ Location:** Salt Lake City, US
- **Twitter:** @AnonyomeLabs (3,699 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/anonyome-labs-inc-/ (119 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Computer Games
  - **Company Size:** 50% Mid-Market, 30% Enterprise


### 23. [Gamma](https://www.g2.com/products/gamma-gamma/reviews)
  Gamma.AI is an AI powered cloud data discovery, data classification and data loss prevention platform.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 5
**How Do G2 Users Rate Gamma?**

- **Structure type:** 9.2/10 (Category avg: 8.9/10)
- **Reporting:** 8.3/10 (Category avg: 9.0/10)
- **Contextual search:** 9.2/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.3/10 (Category avg: 8.9/10)

**Who Is the Company Behind Gamma?**

- **Seller:** [Gamma](https://www.g2.com/sellers/gamma-eadfa15f-767e-447e-8910-47b7d4bc5397)
- **Year Founded:** 2025
- **HQ Location:** San Jose, US
- **LinkedIn® Page:** https://www.linkedin.com/company/28995427/ (8 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 60% Mid-Market, 40% Small-Business


#### What Are Gamma's Pros and Cons?

**Pros:**

- Compliance Management (1 reviews)
- Data Classification (1 reviews)
- Data Protection (1 reviews)
- Ease of Use (1 reviews)
- Easy Integrations (1 reviews)

**Cons:**

- Lengthy Setup (1 reviews)
- Time Consumption (1 reviews)

### 24. [Kriptos](https://www.g2.com/products/kriptos/reviews)
  Kriptos (www.kriptos.io) enhances Cybersecurity, Risk, and Compliance strategies with an AI-driven cybersecurity platform that provides Full Data Visibility, real-time insights, and risk management. It specializes in classifying 80%+ of a company’s information, which is unstructured data, including Word, Excel, PowerPoint, PDFs, and other formats, ensuring organizations can identify and protect critical information. Through Data Discovery and Classification across historical, new, and modified documents, Kriptos scans and analyzes over 1,000 variables per document, providing a full inventory of an organization’s data. It assigns visual labels (Confidential, Restricted, Internal Use, or Public), including PII and PCI data, ensuring seamless alignment with cybersecurity policies, strengthening compliance, and mitigating risks. Seamlessly integrating with cybersecurity tools like DLP, CASB, and encryption tools for Data Protection, Kriptos strengthens Data Risk Management by detecting critical users and high-risk areas, enabling proactive data security measures. Its Data Compliance module provides real-time insights to meet regulatory standards such as ISO 27001, PCI, GDPR, NIST, HIPAA, SOC2, and more, delivering an efficient, scalable solution that helps organizations reduce risk, enhance compliance, and strengthen data governance.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 5
**How Do G2 Users Rate Kriptos?**

- **Structure type:** 9.2/10 (Category avg: 8.9/10)
- **Reporting:** 8.8/10 (Category avg: 9.0/10)
- **Contextual search:** 9.2/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.0/10 (Category avg: 8.9/10)

**Who Is the Company Behind Kriptos?**

- **Seller:** [Kriptos](https://www.g2.com/sellers/kriptos)
- **Year Founded:** 2018
- **HQ Location:** Miramar, US
- **LinkedIn® Page:** https://www.linkedin.com/company/kriptos (66 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 60% Enterprise, 40% Mid-Market


### 25. [Lightbeam](https://www.g2.com/products/lightbeam/reviews)
  LightBeam is an identity-centric data security solution that reduces breach risks, ransomware costs, and regulatory penalties by converging DSPM, privacy, and governance into a single AI-driven platform. Powered by patented Data Identity Graph technology, LightBeam discovers and maps sensitive data across structured, unstructured, and semi-structured sources—including shadow data—linking it to business context and human identities. This enables organizations to enforce governance policies, automate privacy workflows (DSR, RoPA, Consent), and reduce risk through precise redaction, archival, deletion, and access governance. LightBeam is based out of San Jose, California with the team spread across US, Canada, Europe and Asia. Learn how LightBeam helps with DSPM: https://www.lightbeam.ai/resources/blogs/what-is-data-security-posture-management-dspm-and-what-can-it-do-for-you


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 12
**How Do G2 Users Rate Lightbeam?**

- **Structure type:** 8.9/10 (Category avg: 8.9/10)
- **Reporting:** 9.6/10 (Category avg: 9.0/10)
- **Contextual search:** 8.3/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.3/10 (Category avg: 8.9/10)

**Who Is the Company Behind Lightbeam?**

- **Seller:** [Lightbeam](https://www.g2.com/sellers/lightbeam)
- **HQ Location:** San Jose, California
- **Twitter:** @LightBeamAI (99 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/80052748 (77 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 42% Small-Business, 33% Enterprise


#### What Are Lightbeam's Pros and Cons?

**Pros:**

- Automated Classification (4 reviews)
- Automation (4 reviews)
- Security (4 reviews)
- Data Classification (3 reviews)
- Data Privacy (3 reviews)

**Cons:**

- Bug Issues (1 reviews)
- Bugs (1 reviews)
- Complex Configuration (1 reviews)
- Complexity (1 reviews)
- Complexity Issues (1 reviews)


    ## 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 Governance Tools](https://www.g2.com/categories/data-governance-tools)
    - [Cloud Data Security Software](https://www.g2.com/categories/cloud-data-security)
    - [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)
    - [Privacy Impact Assessment (PIA) Software](https://www.g2.com/categories/privacy-impact-assessment-pia)
    - [Consent Management Platforms](https://www.g2.com/categories/consent-management-platform-cmp)