# Best Sensitive Data Discovery Software

## How Many Sensitive Data Discovery Software Products Does G2 Track?

**Total Products under this Category:** 193

### Category Stats (Aug 2026)

- **Average Rating:** 4.43/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Thales CipherTrust Data Security Platform (+2.63%) - Among all products in this category, Thales CipherTrust Data Security Platform recorded the largest rating increase compared to last month

_Last updated: August 01, 2026_

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

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

- 30 Analysts and Data Experts
- 4,900+ Authentic Reviews
- 193+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Sensitive Data Discovery Software
 ![G2 Grid® for Sensitive Data Discovery Software plotting products by satisfaction and market presence](https://www.g2.com/categories/sensitive-data-discovery/grids.png?focus%5B%5D=122380&focus%5B%5D=108767&focus%5B%5D=2083&focus%5B%5D=116064&focus%5B%5D=99330&focus%5B%5D=56026&focus%5B%5D=39669&focus%5B%5D=130443)

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

Underlying data: [Grid® JSON](https://www.g2.com/categories/sensitive-data-discovery/grids.json?focus%5B%5D=ibm-guardium-data-protection&focus%5B%5D=varonis-data-security-platform&focus%5B%5D=egnyte&focus%5B%5D=securiti&focus%5B%5D=safetica&focus%5B%5D=ground-labs-enterprise-recon&focus%5B%5D=collibra&focus%5B%5D=satori-data-security-platform)

**Sponsored**

### ManageEngine DataSecurity Plus

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.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2262&secure%5Bchosen_at%5D=2026-08-01T18%3A35%3A22Z&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=65999&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%252Fground-labs-enterprise-recon%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fsensitive-data-discovery%2526source%253Dcategory&secure%5Btoken%5D=310e4acc9a6fdea823931738414a5c208228dbf0d1b80fd6886f5d8093104c44&secure%5Burl%5D=https%3A%2F%2Fwww.manageengine.com%2Fdata-security%2Fsem%2F%3Futm_source%3DG2%26utm_medium%3Dtpac%26utm_campaign%3DDSP-sensitivedata&secure%5Burl_type%5D=custom_url)

### [IBM Guardium Data Protection](https://www.g2.com/products/ibm-guardium-data-protection/reviews)

IBM Guardium Data Protection helps security and compliance teams reduce risk and simplify compliance by discovering and classifying sensitive data and continuously&nbsp;monitoring&nbsp;how it is accessed across hybrid cloud, on-prem, and SaaS environments. It provides real-time data activity monitoring, analytics, and policy enforcement to detect suspicious behavior, support least-privilege access, and help prevent unauthorized exposure. With centralized compliance workflows, reporting, and visibility into configuration and policy changes,&nbsp;Guardium Data Protection&nbsp;helps streamline audits,&nbsp;maintain&nbsp;continuous compliance, and lower the cost and effort of protecting sensitive data.&nbsp;

**Average Rating:** 4.3/5.0

**Total Reviews:** 90

#### How Do G2 Users Rate IBM Guardium Data Protection?

- **Structure type:** 8.1/10 (Category avg: 8.9/10)
- **Reporting:** 8.6/10 (Category avg: 9.0/10)
- **Contextual search:** 8.2/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.2/10 (Category avg: 8.9/10)

#### Who Is the Company Behind IBM Guardium Data Protection?

- **Seller:** [IBM](https://www.g2.com/sellers/ibm)
- **Company Website:** www.ibm.com
- **Year Founded:** 1911
- **HQ Location:** Armonk, New York, United States
- **Twitter:** @IBMSecurity  
74,660 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website)  
328,202 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer
- **Top Industries:** Computer Software, Banking
- **Company Size:** 33% Large, 31% Small

#### What Do G2 Reviewers Say About IBM Guardium Data Protection?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **real-time monitoring and compliance** capabilities of IBM Guardium, enhancing their data security management.
- Users benefit from **real-time alerts** that enhance security and monitoring of sensitive data effortlessly.
- Users highlight the **real-time monitoring** capabilities of IBM Guardium Data Protection, enhancing their data security and compliance efforts.
- Users appreciate the **strong compliance reporting** of IBM Guardium, aiding in effective management of regulations like GDPR and HIPAA.
- Users appreciate the **comprehensive monitoring and compliance features** of IBM Guardium Data Protection, enhancing data security significantly.

##### Cons

- Users find IBM Guardium Data Protection **expensive** , with high licensing and implementation costs limiting accessibility for smaller businesses.
- Users find the **steep learning curve** of IBM Guardium Data Protection difficult, requiring significant training and resources.
- Users often struggle with the **complexity of deployment and management** in IBM Guardium Data Protection, requiring extensive training.
- Users struggle with the **difficult setup** of IBM Guardium Data Protection, requiring expertise and extensive time investment.
- Users find the **lengthy setup** of IBM Guardium challenging, requiring time and expertise for effective deployment.

#### What Are Recent G2 Reviews of IBM Guardium Data Protection?

**["Smooth Setup, Stellar Support, and Custom Features"](https://www.g2.com/survey_responses/ibm-guardium-data-protection-review-12935034)**

**Rating:** 4.0/5.0 stars

_— Harshit J._

[Read full review](https://www.g2.com/survey_responses/ibm-guardium-data-protection-review-12935034)

**["Comprehensive Database Monitoring with Real-Time Threat Detection"](https://www.g2.com/survey_responses/ibm-guardium-data-protection-review-12948118)**

**Rating:** 4.0/5.0 stars

_— Shaik A._

[Read full review](https://www.g2.com/survey_responses/ibm-guardium-data-protection-review-12948118)

#### What Are G2 Users Discussing About IBM Guardium Data Protection?

- [What is IBM Security Guardium Data Protection used for?](https://www.g2.com/discussions/what-is-ibm-security-guardium-data-protection-used-for) - 1 comment
- [What is IBM Security Guardium?](https://www.g2.com/discussions/what-is-ibm-security-guardium)
- [What is guardium data encryption?](https://www.g2.com/discussions/what-is-guardium-data-encryption)
- [What types of data repositories can IBM Security guardium protect?](https://www.g2.com/discussions/what-types-of-data-repositories-can-ibm-security-guardium-protect)
- [What does IBM Guardium do?](https://www.g2.com/discussions/what-does-ibm-guardium-do)

### [Varonis Data Security Platform](https://www.g2.com/products/varonis-data-security-platform/reviews)

Varonis is a leading data and AI security platform that helps enterprise organizations safely connect AI to sensitive data without compromising security and trust. By putting data at the center of security, Varonis delivers automated visibility, continuous risk reduction, and human and non-human identity threat detection across SaaS, multi-cloud, and on-prem environments. With rapid deployment, autonomous remediation, and 24x7 MDDR, Varonis helps security teams significantly reduce risk and safely scale AI with confidence.

**Average Rating:** 4.6/5.0

**Total Reviews:** 88

#### How Do G2 Users Rate Varonis Data Security Platform?

- **Structure type:** 9.0/10 (Category avg: 8.9/10)
- **Reporting:** 9.5/10 (Category avg: 9.0/10)
- **Contextual search:** 8.8/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.1/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Varonis Data Security Platform?

- **Seller:** [Varonis](https://www.g2.com/sellers/varonis)
- **Company Website:** www.varonis.com
- **Year Founded:** 2005
- **HQ Location:** New York, US
- **Twitter:** @varonis  
6,400 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=169bb1fa79f60501fda9bd04d2e9d377f6defb89386efeecfb4ff24bb30caab0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvaronis&secure%5Burl_type%5D=linkedin_company_website)  
2,798 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Financial Services, Manufacturing
- **Company Size:** 64% Large, 32% Medium

#### What Do G2 Reviewers Say About Varonis Data Security Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **complete visibility into sensitive data** , enhancing proactive alerts and improving overall cybersecurity.
- Users value the **robust data protection** and clear visibility into sensitive data that Varonis provides.
- Users value the **complete visibility into sensitive data** , enabling proactive alerts and enhanced overall cybersecurity.
- Users appreciate the **complete visibility and robust data protection** offered by Varonis, enhancing cybersecurity and compliance.
- Users find the **user-friendly management features** of Varonis Data Security Platform enhance their overall cybersecurity experience.

##### Cons

- Users note the **complexity of implementation** in Varonis, which may overwhelm teams lacking dedicated IT resources.
- Users find the **learning curve steep** , making initial setup and feature mastery a challenging experience.
- Users find the **learning difficulty** of Varonis challenging, as it requires time to understand its many features.
- Users note the **high cost** of Varonis Data Security Platform can be prohibitive for smaller organizations.
- Users find the **initial setup complex** , often requiring significant time and resources to fully implement Varonis.

#### What Are Recent G2 Reviews of Varonis Data Security Platform?

**["The best experience with Varonis Data Security Platform"](https://www.g2.com/survey_responses/varonis-data-security-platform-review-8137807)**

**Rating:** 5.0/5.0 stars

_— Jean-Baptiste F._

[Read full review](https://www.g2.com/survey_responses/varonis-data-security-platform-review-8137807)

**["Varonis Saves Months of Compliance Work with Powerful Keyword Search and Helpful Support"](https://www.g2.com/survey_responses/varonis-data-security-platform-review-12798879)**

**Rating:** 4.5/5.0 stars

_— Douglas W._

[Read full review](https://www.g2.com/survey_responses/varonis-data-security-platform-review-12798879)

#### What Are G2 Users Discussing About Varonis Data Security Platform?

- [Is Varonis a reliable source?](https://www.g2.com/discussions/is-varonis-a-reliable-source)
- [Does Varonis use agents?](https://www.g2.com/discussions/does-varonis-use-agents)
- [What does Varonis DatAdvantage do?](https://www.g2.com/discussions/what-does-varonis-datadvantage-do)

### [Egnyte](https://www.g2.com/products/egnyte/reviews)

Egnyte combines the power of cloud content management, data security, and AI into one intelligent content platform. More than 22,000 customers trust Egnyte to improve employee productivity, automate business processes, and safeguard critical data, in addition to offering specialized content intelligence and automation solutions across industries, including architecture, engineering, and construction (AEC), life sciences, and financial services.

**Average Rating:** 4.4/5.0

**Total Reviews:** 1,137

#### How Do G2 Users Rate Egnyte?

- **Structure type:** 9.1/10 (Category avg: 8.9/10)
- **Reporting:** 9.3/10 (Category avg: 9.0/10)
- **Contextual search:** 8.9/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.0/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Egnyte?

- **Seller:** [Egnyte](https://www.g2.com/sellers/egnyte)
- **Company Website:** www.egnyte.com
- **Year Founded:** 2008
- **HQ Location:** Mountain View, CA
- **Twitter:** @Egnyte  
16,127 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=31d0612f324184ba5e281bcff6bf94116753a22d2f35e998950a1c5df7a2c1d6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1015589%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,302 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Project Manager, Owner
- **Top Industries:** Construction, Marketing and Advertising
- **Company Size:** 44% Small, 38% Medium

#### What Do G2 Reviewers Say About Egnyte?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Egnyte, highlighting its user-friendly interface and seamless integration with tools.
- Users value the **ease of file sharing** with Egnyte, enabling smooth collaboration and secure access across teams.
- Users value the **easy sharing** feature of Egnyte, enhancing collaboration for remote and in-office team members alike.
- Users value the **robust security features** of Egnyte, ensuring their data is well protected and compliant.
- Users appreciate the **easy access** to documents, enabling seamless sharing and collaboration with peers and subcontractors.

##### Cons

- Users find Egnyte to be **expensive** , especially for small businesses, coupled with inflexible billing practices.
- Users note the **slow drive accessibility** at startup and challenges with file locks and O365 sharing in Egnyte.
- Users find Egnyte's **limited features** frustrating, particularly in bulk actions and user permission customizations.
- Users find Egnyte's interface **clunky and slow** , making navigation and file management more challenging than expected.
- Users find **lacking features** in Egnyte, struggling with bulk actions and unclear AI training tools.

#### What Are Recent G2 Reviews of Egnyte?

**["Easy way to manage, Share and secure files With team collaboration"](https://www.g2.com/survey_responses/egnyte-review-12753699)**

**Rating:** 5.0/5.0 stars

_— Ishan S._

[Read full review](https://www.g2.com/survey_responses/egnyte-review-12753699)

**["Secure, Powerful AI Collaboration with Outstanding Workflow Management"](https://www.g2.com/survey_responses/egnyte-review-12819916)**

**Rating:** 4.5/5.0 stars

_— Konjengbam M._

[Read full review](https://www.g2.com/survey_responses/egnyte-review-12819916)

#### What Are G2 Users Discussing About Egnyte?

- [What is Egnyte used for?](https://www.g2.com/discussions/egnyte-what-is-egnyte-used-for) - 1 comment
- [Is egnyte secure?](https://www.g2.com/discussions/is-egnyte-secure) - 1 comment
- [What is egnyte used for?](https://www.g2.com/discussions/what-is-egnyte-used-for) - 2 comments
- [What is egnyte software?](https://www.g2.com/discussions/what-is-egnyte-software) - 1 comment

### [Securiti](https://www.g2.com/products/securiti/reviews)

Securiti is the pioneer of the DataAI Command Center, a centralized platform that enables the safe use of data and GenAI. It provides unified data intelligence, controls and orchestration across hybrid multicloud environments. Large global enterprises rely on Securiti's Data Command Center for data security, privacy, governance, and compliance. Securiti has been recognized with numerous industry and analyst awards, including "Most Innovative Startup" by RSA, "Top 25 Machine Learning Startups" by Forbes, "Most Innovative AI Companies'' by CB Insights, "Cool Vendor in Data Security" by Gartner, and "Privacy Management Wave Leader'' by Forrester. For more information, please follow us on LinkedIn and visit Securiti.ai.

**Average Rating:** 4.6/5.0

**Total Reviews:** 100

#### How Do G2 Users Rate Securiti?

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

#### Who Is the Company Behind Securiti?

- **Seller:** [Veeam](https://www.g2.com/sellers/veeam)
- **Company Website:** www.veeam.com
- **Year Founded:** 2006
- **HQ Location:** Kirkland, WA
- **Twitter:** @veeam  
51,541 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=646272071be15a290cbdd4111d9e0c5f0602e8e08def93b7c41f45cc526a2956&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fveeam-software%2F&secure%5Burl_type%5D=linkedin_company_website)  
7,174 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Banking
- **Company Size:** 63% Large, 16% Small

#### What Do G2 Reviewers Say About Securiti?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Securiti to be **easy to set up and manage** , enhancing their overall experience with the tool.
- Users commend the **professional and responsive customer support** provided by Securiti, enhancing their overall experience.
- Users appreciate the **robust features** of Securiti, especially for data management and privacy governance support.
- Users value Securiti for its **robust automation** in privacy tasks and exceptional customer support, enhancing compliance efforts.
- Users find Securiti's **robust automation for privacy tasks** significantly improves efficiency and compliance management.

##### Cons

- Users find the **complexity** of Securiti's configuration and workflows challenging, requiring extensive training and expertise.
- Users find the **learning curve challenging** , as mastering the extensive features requires significant time and training.
- Users face **difficulties with implementation and integration** , including quick screen timeout and challenges with bulk import.
- Users find the **complexity issues** of Securiti challenging, especially due to the steep learning curve of its features.
- Users experience a **significant learning difficulty** with Securiti due to its complex features and workflows.

#### What Are Recent G2 Reviews of Securiti?

**["Securiti.ai Delivers a True Control Center for Privacy, Governance & AI Risk"](https://www.g2.com/survey_responses/securiti-review-13128698)**

**Rating:** 5.0/5.0 stars

_— Chahat Raj K._

[Read full review](https://www.g2.com/survey_responses/securiti-review-13128698)

**["Unified Data Intelligence for Privacy, DSPM, and AI Governance in One Dashboard"](https://www.g2.com/survey_responses/securiti-review-13170231)**

**Rating:** 5.0/5.0 stars

_— Sriprada B._

[Read full review](https://www.g2.com/survey_responses/securiti-review-13170231)

#### What Are G2 Users Discussing About Securiti?

- [What are the examples of security software?](https://www.g2.com/discussions/what-are-the-examples-of-security-software)
- [What security features mean?](https://www.g2.com/discussions/what-security-features-mean)
- [What does a security software do?](https://www.g2.com/discussions/what-does-a-security-software-do)
- [What are examples of security features?](https://www.g2.com/discussions/what-are-examples-of-security-features)

### [Safetica](https://www.g2.com/products/safetica/reviews)

Safetica’s Intelligent Data Security protects sensitive data where teams work, using powerful AI to deliver contextual awareness, reduce false positives, and stop real threats without disrupting productivity. With Safetica, security teams can maintain visibility and control over sensitive data, stay ahead of insider risks, maintain compliance, and secure sensitive cloud-based data. ✔️ Data Protection: Classify, monitor and control sensitive data across devices and clouds in real time. ✔️ Insider Risk and User Behavior: Spot risky behavior, detect intent, and stop insider threats to stay ahead of the careless handling of sensitive data, compromised user accounts and malicious user activity. ✔️ Compliance and Data Discovery: Prove compliance with audit-ready reporting for data in use, in motion, and at rest. ✔️ Cloud Security: Protect Microsoft 365, cloud, and file-sharing platforms to secure sensitive cloud-based data by monitoring, classifying files, and enforcing policies on M365 file operations. Safetica is available as a SaaS solution (Safetica Intelligent Data Security Platform) and On-Premises (Safetica On-Prem). Safetica covers the following data security solutions: ✅ Data Loss Prevention: Discover, classify, and protect sensitive data through visibility, continuous monitoring, and real-time awareness alerts defending against data loss, empowering users, and to support regulatory compliance. ✅ Insider Risk Management: Enhance the protection of sensitive data from insider threats with real-time detection of anomalous behavior while also gaining insight into employee productivity. ✅ Cloud Data Protection: Continuously protect valuable data across Microsoft 365 and Google Drive by extending existing protection policies —ensuring secure access, responsible sharing, and visibility into cloud-based workloads across devices and hybrid environments. ✅ AI-Powered Contextual Defense: Access an intelligent, adaptive layer of protection that learns typical user behavior to detect anomalies and proactively mitigate insider threats with real-time detection, risk scoring, and dynamic response. ✅ Data Discovery and Classification: Discover and classify sensitive data using content and contextual analysis —giving you the insight to identify risks, reduce exposure, and enforce compliance. ✅ Reporting and Administration: Safetica’s centralized console delivers clear, actionable insights—serving as a single source of truth for reviewing threats, enforcing policies, and investigating incidents. ✅ Device Control: Prevent unauthorized data access and reduce the risk of data loss by monitoring, controlling, and securing external devices connected to USB and peripheral ports across endpoints. ✅ User Activity and Workspace Audit: Protect sensitive data and reduce organizational risk by detecting both malicious and unintentional user activity —ensuring security, compliance, and visibility across your entire environment. ✅ Regulatory Compliance: Ensure data privacy and effortlessly maintain local and international compliance standards including GDPR, HIPAA, SOX, PCI-DSS, GLBA, ISO/IEC 27001, SOC2 or CCPA.

**Average Rating:** 4.6/5.0

**Total Reviews:** 188

#### How Do G2 Users Rate Safetica?

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

#### Who Is the Company Behind Safetica?

- **Seller:** [Safetica](https://www.g2.com/sellers/safetica)
- **Company Website:** www.safetica.com
- **Year Founded:** 2011
- **HQ Location:** San Jose, California, United States
- **Twitter:** @Safetica  
664 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=addb161c3dc61ec2e171bae8f4e1392b011bc46dfe472c9fc09931b31ac08db2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsafetica-technologies&secure%5Burl_type%5D=linkedin_company_website)  
137 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** IT Manager
- **Top Industries:** Information Technology and Services, Computer & Network Security
- **Company Size:** 58% Medium, 37% Small

#### What Do G2 Reviewers Say About Safetica?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Safetica, citing its intuitive interface and simple setup process.
- Users value the **strong security** of Safetica, which enhances control over data and offers robust web protection.
- Users value Safetica for its **effective data protection** and seamless integration of web security for remote work.
- Users appreciate Safetica for its **comprehensive DLP features** , enhancing security and simplifying policy management.
- Users appreciate the **intuitive and simple user interface** of Safetica, enhancing their overall security management experience.

##### Cons

- Users report **slow performance** with Safetica, particularly during intensive monitoring and when interacting with certain software.
- Users find the **complexity of advanced configurations** in Safetica can be overwhelming and tedious, requiring extra support.
- Users face **integration issues** with Antimalware software and limited support for Mac and Linux devices, impacting overall functionality.
- Users express concerns about **limited compatibility** , particularly with Linux and Mac devices, affecting usability.
- Users report **performance issues** with Safetica, including slowdowns during monitoring and troubles with launching applications.

#### What Are Recent G2 Reviews of Safetica?

**["Effective DLP with Dashboard Insights, Needs Better Support"](https://www.g2.com/survey_responses/safetica-review-13185209)**

**Rating:** 4.0/5.0 stars

_— Sandeep S._

[Read full review](https://www.g2.com/survey_responses/safetica-review-13185209)

**["complete DLP tool"](https://www.g2.com/survey_responses/safetica-review-11886138)**

**Rating:** 5.0/5.0 stars

_— Jaime Ulises G._

[Read full review](https://www.g2.com/survey_responses/safetica-review-11886138)

#### What Are G2 Users Discussing About Safetica?

- [What is Safetica used for?](https://www.g2.com/discussions/what-is-safetica-used-for) - 1 comment

### [Ground Labs Enterprise Recon](https://www.g2.com/products/ground-labs-enterprise-recon/reviews)

Enterprise Recon by Ground Labs is a leading-edge data discovery and management solution that enables organizations to uncover and secure sensitive information across all environments, from on-premises servers to the cloud, across structured and unstructured data. With over 300 pre-configured data types and full support for global privacy and security regulations including GDPR, PCI DSS, HIPAA, APA and more, Enterprise Recon empowers compliance while adapting to your unique data needs through customizable detection rules. At the core of Enterprise Recon is GLASS Technology™, Ground Labs’ proprietary scanning engine that delivers unmatched precision, scalability, and performance. It reduces false positives and minimizes system impact—so your teams can take action faster, with greater accuracy and peace of mind.

**Average Rating:** 4.6/5.0

**Total Reviews:** 23

#### How Do G2 Users Rate Ground Labs Enterprise Recon?

- **Structure type:** 8.9/10 (Category avg: 8.9/10)
- **Reporting:** 9.4/10 (Category avg: 9.0/10)
- **Contextual search:** 8.5/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.6/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Ground Labs Enterprise Recon?

- **Seller:** [Ground Labs](https://www.g2.com/sellers/ground-labs)
- **Company Website:** www.groundlabs.com
- **Year Founded:** 2007
- **HQ Location:** Singapore, Singapore
- **Twitter:** @Groundlabs  
577 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=83f465c1626c93f82c3b15ec7d0ce9f74ff197fcadd28bd971004b184f114496&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fground-labs%2F&secure%5Burl_type%5D=linkedin_company_website)  
35 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 52% Large, 39% Medium

#### What Do G2 Reviewers Say About Ground Labs Enterprise Recon?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **speed and comprehensive data overview** of Enterprise Recon, enhancing decision-making and streamlining processes.
- Users value the **compliance capabilities** of Ground Labs Enterprise Recon, ensuring effective data management across varied environments.
- Users commend the **fast and comprehensive data overview** of Enterprise Recon, enhancing decision-making and data management efficiency.
- Users value the **ease of use** of Ground Labs Enterprise Recon, appreciating its intuitive interface and streamlined data management.
- Users appreciate the **helpful staff** and easy management, enhancing their experience with Enterprise Recon.

##### Cons

- Users note the product is **expensive** and lack of cheaper alternatives raises concerns about its value.
- Users express concern over the **high pricing and licensing model** , questioning the overall value provided by Ground Labs Enterprise Recon.
- Users find the **complex usability** a barrier, especially regarding licensing and decommissioning processes.
- Users note the **high cost** of Ground Labs Enterprise Recon, as affordable solutions are lacking in the market.
- Users express concern about the **high costs** associated with Ground Labs Enterprise Recon in a limited market.

#### What Are Recent G2 Reviews of Ground Labs Enterprise Recon?

**["Easy to use PCI investigatory tool."](https://www.g2.com/survey_responses/ground-labs-enterprise-recon-review-11683247)**

**Rating:** 4.5/5.0 stars

_— Shannon M._

[Read full review](https://www.g2.com/survey_responses/ground-labs-enterprise-recon-review-11683247)

**["Easy Implementation with Outstanding Support and Onboarding"](https://www.g2.com/survey_responses/ground-labs-enterprise-recon-review-12612056)**

**Rating:** 5.0/5.0 stars

_— Verified User in Consumer Services_

[Read full review](https://www.g2.com/survey_responses/ground-labs-enterprise-recon-review-12612056)

#### What Are G2 Users Discussing About Ground Labs Enterprise Recon?

- [What is Enterprise Recon used for?](https://www.g2.com/discussions/what-is-enterprise-recon-used-for)

### [Collibra](https://www.g2.com/products/collibra/reviews)

Try Collibra for free @ Collibra.com/tour Collibra is for organizations with complex data challenges, hybrid data ecosystems—and big ambitions for data and AI. We help organizations who are trying to accelerate data and AI use cases while ensuring compliance, but are struggling with fragmented governance and visibility across the whole hybrid data ecosystem. Collibra unifies governance for data and AI across every system, data source and user—to create safe autonomy and a foundation for scaling AI and data use cases. With Collibra, you can accelerate all your data and AI use cases, safely and with well–understood data. That’s Data Confidence.

**Average Rating:** 4.2/5.0

**Total Reviews:** 99

#### How Do G2 Users Rate Collibra?

- **Structure type:** 8.1/10 (Category avg: 8.9/10)
- **Reporting:** 8.0/10 (Category avg: 9.0/10)
- **Contextual search:** 8.3/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.0/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Collibra?

- **Seller:** [Collibra](https://www.g2.com/sellers/collibra)
- **Company Website:** www.collibra.com
- **Year Founded:** 2008
- **HQ Location:** New York, New York
- **Twitter:** @collibra  
5,756 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fcd053a42a3c664461e0d84dcd30ce00a076bf85f5efcb48a6ef76db774cc0d1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F288365%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,095 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Financial Services, Banking
- **Company Size:** 72% Large, 19% Medium

#### What Do G2 Reviewers Say About Collibra?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **unified data intelligence platform** of Collibra, enhancing collaboration and visibility for CDO teams.
- Users value the **comprehensive data management** capabilities of Collibra, enhancing compliance and fostering alignment across teams.
- Users value the **collaboration capabilities** of Collibra, enhancing alignment between Business and IT across the platform.
- Users find Collibra to be **intuitive and easily configurable** , enhancing their data management and governance experience.
- Users value the **seamless integrations** with diverse tools, enhancing data ecosystems and streamlining governance processes.

##### Cons

- Users face **complexity issues** with Collibra, leading to frustrations in onboarding and configuration as well as bottlenecks.
- Users struggle with **limited functionality** due to complex navigation and unintuitive language, hindering effective use of Collibra.
- Users find **Collibra complex** , with challenges in onboarding, unclear roles, excessive notifications, and technical issues hindering efficiency.
- Users face **integration issues** with Collibra, leading to bottlenecks and inconsistent connections with other tools.
- Users struggle with **user interface issues** in Collibra, facing navigation challenges and unclear language hindering usability.

#### What Are Recent G2 Reviews of Collibra?

**["Collibra Data Quality Module"](https://www.g2.com/survey_responses/collibra-review-7563210)**

**Rating:** 5.0/5.0 stars

_— Frank L._

[Read full review](https://www.g2.com/survey_responses/collibra-review-7563210)

**["Powerful Data Governance and Quality Platform"](https://www.g2.com/survey_responses/collibra-review-12128662)**

**Rating:** 5.0/5.0 stars

_— Katerina V._

[Read full review](https://www.g2.com/survey_responses/collibra-review-12128662)

#### What Are G2 Users Discussing About Collibra?

- [What is Collibra data governance tool?](https://www.g2.com/discussions/what-is-collibra-data-governance-tool)
- [Is Collibra a good tool?](https://www.g2.com/discussions/is-collibra-a-good-tool)
- [What can Collibra do?](https://www.g2.com/discussions/what-can-collibra-do)
- [What are the features of Collibra?](https://www.g2.com/discussions/what-are-the-features-of-collibra)

### [Satori Data Security Platform](https://www.g2.com/products/satori-data-security-platform/reviews)

Satori is a Data Security Platform (DSP) that enables self-service data and analytics. Unlike the traditional manual data access process, with Satori, users have a personal data portal where they can see all available datasets and gain immediate access to them. Satori’s DSP dynamically applies the appropriate security and access policies, and the users get secure data access in seconds instead of weeks. Satori’s comprehensive DSP manages access, permissions, security, and compliance policies - all from a single console. Satori continuously discovers sensitive data across data stores and dynamically tracks data usage while applying relevant security policies. Satori enables data teams to scale effective data usage across the organization while meeting all data security and compliance requirements.

**Average Rating:** 4.7/5.0

**Total Reviews:** 88

#### How Do G2 Users Rate Satori Data Security Platform?

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

#### Who Is the Company Behind Satori Data Security Platform?

- **Seller:** [Commvault](https://www.g2.com/sellers/commvault)
- **Company Website:** www.commvault.com
- **Year Founded:** 1996
- **HQ Location:** Eatontown, New Jersey, United States
- **Twitter:** @Commvault  
64,666 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4dad06004ef137f2be78884841d21e5ebe617cf16880bfa9eaf79644ec781d2d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F163166%2F&secure%5Burl_type%5D=linkedin_company_website)  
3,496 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer
- **Top Industries:** Computer Software, Computer & Network Security
- **Company Size:** 55% Medium, 25% Large

#### What Do G2 Reviewers Say About Satori Data Security Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Satori, simplifying data security management across multiple sources with automated features.
- Users find that Satori provides **simplified data security management** , enhancing access control and data protection effectively.
- Users value Satori for its **effective data security and management** , streamlining access across multiple sources efficiently.
- Users value the **granular data access control** of Satori, simplifying security and management across data sources.
- Users value the **granular data access control** of Satori, simplifying security and management across data sources.

##### Cons

- Users note the **complexity** of Satori Data Security Platform, which can overwhelm small teams despite its robust features.
- Users find that the **complexity for small teams** can hinder effective governance and policy enforcement on Satori.
- Users experience **slow performance** during large queries, requiring careful resource management to maintain efficiency.
- Users find the **pricing high** and believe Satori Data Security Platform could be more affordable for smaller teams.
- Users face **integration issues** that can complicate connecting older databases, requiring extra manual effort for seamless functionality.

#### What Are Recent G2 Reviews of Satori Data Security Platform?

**["Secure access and Audit of databases"](https://www.g2.com/survey_responses/satori-data-security-platform-review-6790373)**

**Rating:** 4.5/5.0 stars

_— Pradeep G._

[Read full review](https://www.g2.com/survey_responses/satori-data-security-platform-review-6790373)

**["Helps keep our data secure and accessible without headaches"](https://www.g2.com/survey_responses/satori-data-security-platform-review-11852105)**

**Rating:** 4.5/5.0 stars

_— MUHAMMED A._

[Read full review](https://www.g2.com/survey_responses/satori-data-security-platform-review-11852105)

### [Ketch](https://www.g2.com/products/ketch/reviews)

Ketch is redefining responsible data use for the AI era. The Ketch Platform helps brands collect, control, and activate clean, permissioned, AI-ready and privacy-safe data across every device, system, and third-party app. The Ketch platform includes products for: - Consent and Preference Management - Marketing Preference Management - Data Subject Rights Fulfillment - Data Mapping, Discovery, and Classification - Risk Assessments and Reporting Brands around the world use Ketch to simplify privacy and consent operations, increase revenue from advertising, data, and AI initiatives, and build trust with customers and partners. Customers report their favorite aspects of the Ketch platform include: - Intuitive, easy-to-use interface for non-technical team members. - No coding required for creating policies, building automations, and customizing privacy notices. - Pre-built integration library including popular systems and applications. - Responsive, proactive, and consistent customer support. Learn more at ketch.com.

**Average Rating:** 4.6/5.0

**Total Reviews:** 166

#### How Do G2 Users Rate Ketch?

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

#### Who Is the Company Behind Ketch?

- **Seller:** [Ketch](https://www.g2.com/sellers/ketch)
- **Company Website:** ketch.com
- **Year Founded:** 2020
- **HQ Location:** San Francisco, US
- **Twitter:** @ketch  
6,854 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=337c8707c1d7d35b0dae1f2b2c12167b58ebbbbd2190b88ceaafb906d17658f2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fketchdigital%2F&secure%5Burl_type%5D=linkedin_company_website)  
107 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Financial Services, Computer Software
- **Company Size:** 51% Medium, 25% Large

#### What Do G2 Reviewers Say About Ketch?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise Ketch for its **excellent customer support** , particularly highlighting the attentive and helpful implementation team.
- Users praise Ketch for its **user-friendly interface** , facilitating easy management of privacy options and consent choices.
- Users value the **ease of implementation** with Ketch, praising the outstanding support and smooth integration process.
- Users commend Ketch's **exceptional customer support** , highlighting the attentive and knowledgeable implementation team throughout the process.
- Users praise the **user-friendly interface** of Ketch, enjoying its simplicity and customizability for managing privacy options.

##### Cons

- Users note a **steep learning curve** with Ketch, making customization and navigation somewhat challenging for new users.
- Users find Ketch's **poor interface design** challenging, making navigation and feature discovery somewhat confusing.
- Users find **navigation difficult** , often struggling to locate features and settings within Ketch's interface.
- Users desire more **integration flexibility** and options, expressing a need for broader connections and customizations.
- Users find the **complexity issues** of Ketch's navigation and filtering can hinder efficient usage of the platform.

#### What Are Recent G2 Reviews of Ketch?

**["Intuitive and Supportive, Perfect for Legal Compliance"](https://www.g2.com/survey_responses/ketch-review-13182750)**

**Rating:** 4.5/5.0 stars

_— Jenni O._

[Read full review](https://www.g2.com/survey_responses/ketch-review-13182750)

**["Intuitive and User-Friendly, Yet Powerful Privacy & Data Governance"](https://www.g2.com/survey_responses/ketch-review-13060295)**

**Rating:** 5.0/5.0 stars

_— Mike P._

[Read full review](https://www.g2.com/survey_responses/ketch-review-13060295)

#### What Are G2 Users Discussing About Ketch?

- [What is Ketch used for?](https://www.g2.com/discussions/what-is-ketch-used-for) - 1 comment

### [DataGrail](https://www.g2.com/products/datagrail/reviews)

DataGrail is a complete, AI-powered privacy automation platform for privacy, legal, and security teams at the world’s leading brands. Companies like HubSpot, Databricks, Major League Soccer and more choose DataGrail for: → Enterprise-grade consent management → AI-powered data mapping and risk intelligence → Deep integration and end-to-end privacy automation → Industry-best support and privacy expertise Founded in 2018 and now headquartered in San Francisco, CA, DataGrail helps brands eliminate privacy risk, build customer trust, and ensure compliance with ever-evolving regulatory demands. → Automated data mapping, deep discovery, and AI-powered risk insights give you unprecedented visibility into privacy risk across your business. → Automated consent management makes it easy to ensure your site stays compliant with no-code setup, real-time regulation updates, and seamless branded experiences. → Industry-leading automation and 2,400+ integrations come together to help streamline the most complex privacy jobs at any scale and complexity. → Our best-in-class success team acts as an extension of your privacy program, going beyond basic support to provide deep technical and privacy expertise from day 1 to day 1,001. → DataGrail builds cutting-edge AI innovation on a foundation of safety and security at the core, so you can confidently deliver your best in data privacy. DataGrail is an industry leader in data privacy management. A few of our recognitions include: → Recognized in the Gartner Hype Cycle for Privacy, 2022-2025, plus Gartner Market Guide for Subject Rights Requests 2021 and Gartner Cool Vendor in 2020 → Named Leader in IDC ProductScape: Worldwide Data Privacy Compliance Software, 2023-2025 → Named one of the World’s Most Innovative Companies by Fast Company in 2024 → Achieved Top Remote Startup and Top SF StartUp in Built In’s 2025 Best Places to Work

**Average Rating:** 4.7/5.0

**Total Reviews:** 204

#### How Do G2 Users Rate DataGrail?

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

#### Who Is the Company Behind DataGrail?

- **Seller:** [DataGrail](https://www.g2.com/sellers/datagrail)
- **Company Website:** www.datagrail.io
- **Year Founded:** 2018
- **HQ Location:** San Francisco, California
- **Twitter:** @DataGrail  
6,293 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ffc476711326118c96ad30e858e2513579208c5f947c63795f55712c87208d2e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18472666%2F&secure%5Burl_type%5D=linkedin_company_website)  
70 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 67% Medium, 21% Large

#### What Do G2 Reviewers Say About DataGrail?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **responsive customer support** of DataGrail, which helps resolve issues swiftly and efficiently.
- Users love the **ease of use** of DataGrail, enjoying its intuitive interface and seamless integration without engineering help.
- Users value the **easy integrations** with DataGrail, enhancing setup speed and improving overall efficiency significantly.
- Users appreciate the **automation capabilities** of DataGrail, streamlining compliance and minimizing manual effort effectively.
- Users find DataGrail's **helpful support** indispensable, ensuring timely assistance and streamlining the user experience effectively.

##### Cons

- Users feel that the **limited customization** options hinder their ability to adapt the tool to specific needs.
- Users face **integration issues** with DataGrail, struggling with limited options and insufficient API support for automation.
- Users find the **manual processes** in DataGrail cumbersome, wishing for improved automation and integration for efficiency.
- Users note the **limited functionality** of DataGrail, highlighting missing features and inadequate API integration for privacy requests.
- Users experience **inefficient workflows** with DataGrail, facing delays and confusion during consent implementation and feature customization.

#### What Are Recent G2 Reviews of DataGrail?

**["Rich Integrations and Automated Data Discovery Made Easy"](https://www.g2.com/survey_responses/datagrail-review-12576110)**

**Rating:** 4.5/5.0 stars

_— Verified User in Sports_

[Read full review](https://www.g2.com/survey_responses/datagrail-review-12576110)

**["Excellent Consent Management and Customizable Banner UI"](https://www.g2.com/survey_responses/datagrail-review-12576269)**

**Rating:** 5.0/5.0 stars

_— Verified User in Civic & Social Organization_

[Read full review](https://www.g2.com/survey_responses/datagrail-review-12576269)

#### What Are G2 Users Discussing About DataGrail?

- [What is DataGrail used for?](https://www.g2.com/discussions/what-is-datagrail-used-for) - 1 comment

### [BetterCloud](https://www.g2.com/products/bettercloud/reviews)

BetterCloud is a comprehensive SaaS management platform designed to assist IT teams in effectively managing and optimizing their software-as-a-service (SaaS) applications. This solution focuses on automating essential processes such as onboarding, offboarding, mid-lifecycle changes, give you greater control and insight into your SaaS apps, thousands of forward-thinking organizations rely on BetterCloud to transform employee experience, optimize software spend, and strengthen overall security. By leveraging BetterCloud, organizations can significantly reduce the manual workload associated with SaaS management, achieving up to a 78% reduction in operational tasks. Targeted primarily at IT departments and SaaS operations teams, BetterCloud addresses the challenges faced by organizations that utilize multiple SaaS applications. As businesses increasingly adopt cloud-based solutions, the complexity of managing user access, security policies, and application lifecycles grows. BetterCloud provides a centralized platform that streamlines these processes, ensuring that IT teams can maintain control and compliance while enhancing overall operational efficiency. Key features of BetterCloud include automated user lifecycle management, which simplifies the onboarding and offboarding of employees, ensuring that access rights are promptly granted or revoked as needed. Additionally, the platform offers robust security policy management, allowing organizations to enforce compliance and protect sensitive data across their SaaS ecosystem. BetterCloud also supports mid-lifecycle changes, enabling IT teams to adapt user access as roles and responsibilities evolve within the organization. The benefits of using BetterCloud extend beyond mere automation. By reducing the time spent on repetitive tasks, IT teams can focus on strategic initiatives that drive business growth and innovation. Furthermore, the platform's ability to provide insights into application usage and security posture empowers organizations to make informed decisions about their SaaS investments. With a strong reputation in the industry, backed by over a decade of experience and recognition from leading analyst firms, BetterCloud stands out as a trusted partner for organizations looking to optimize their SaaS operations. In summary, BetterCloud is not just a tool for managing SaaS applications; it is a strategic solution that transforms the way organizations handle their cloud-based software. By automating critical processes and providing valuable insights, BetterCloud enables IT teams to enhance productivity, improve security, and ultimately drive better business outcomes in a rapidly evolving digital landscape.

**Average Rating:** 4.4/5.0

**Total Reviews:** 481

#### How Do G2 Users Rate BetterCloud?

- **Structure type:** 8.1/10 (Category avg: 8.9/10)
- **Reporting:** 9.0/10 (Category avg: 9.0/10)
- **Contextual search:** 8.7/10 (Category avg: 8.8/10)
- **Ease of Use:** 8.7/10 (Category avg: 8.9/10)

#### Who Is the Company Behind BetterCloud?

- **Seller:** [CORESTACK](https://www.g2.com/sellers/corestack)
- **Company Website:** www.corestack.io
- **Year Founded:** 2016
- **HQ Location:** Bellevue, WA
- **Twitter:** @corestack  
1,021 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1f8f6e70e28172825b56d62aeba1ce51a4a1686c296a9bea7835ff4627579283&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcorestack&secure%5Burl_type%5D=linkedin_company_website)  
213 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** IT Manager, Systems Administrator
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 60% Medium, 28% Large

#### What Do G2 Reviewers Say About BetterCloud?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **automation capabilities** of BetterCloud, which streamline onboarding and enhance overall efficiency.
- Users find BetterCloud's interface **easy to navigate** , enhancing functionality and simplifying user administration processes.
- Users value the **efficient onboarding process** of BetterCloud, noting its simplicity and seamless integration into systems.
- Users value the **time-saving automations** of BetterCloud, enhancing efficiency in routine IT tasks like onboarding and offboarding.
- Users value the **efficient offboarding process** with BetterCloud, significantly reducing time spent on manual tasks.

##### Cons

- Users find the **limited features** of BetterCloud hinder effective management and require cumbersome manual processes.
- Users experience **integration issues** with BetterCloud, especially with Google Drive and Citrix products like ShareFile.
- Users find the **missing features** in BetterCloud, like manual sync and lack of sorting, quite frustrating.
- Users find **access limitations** frustrating, particularly regarding file searching and delegation issues in BetterCloud.
- Users feel that BetterCloud is **lacking features** for improved file searching and integration capabilities.

#### What Are Recent G2 Reviews of BetterCloud?

**["Powerful, Customizable Automation with Extensive Integrations and Training"](https://www.g2.com/survey_responses/bettercloud-review-12821339)**

**Rating:** 5.0/5.0 stars

_— Alicia B._

[Read full review](https://www.g2.com/survey_responses/bettercloud-review-12821339)

**["Effortless Automation and SaaS Management"](https://www.g2.com/survey_responses/bettercloud-review-4432399)**

**Rating:** 4.5/5.0 stars

_— Brian B._

[Read full review](https://www.g2.com/survey_responses/bettercloud-review-4432399)

#### What Are G2 Users Discussing About BetterCloud?

- [What is BetterCloud used for?](https://www.g2.com/discussions/what-is-bettercloud-used-for) - 1 comment
- [What is G2 Track used for?](https://www.g2.com/discussions/what-is-g2-track-used-for)

### [Nightfall AI](https://www.g2.com/products/nightfall-ai/reviews)

Nightfall AI is the leader in cloud data loss prevention (DLP) for generative AI (GenAI) tools, SaaS apps, and custom apps. Download our Chrome browser plugin or integrate via APIs to protect PII, PHI, PCI, secrets, and keys across apps like ChatGPT, Slack, GitHub, Confluence, Google Drive, and more. After just a few minutes of installation, you’ll be equipped to stay secure and compliant wherever you are in the cloud—all while streamlining your security workload through real-time alerts, automated remediation actions, and pre-built detection templates. Join hundreds of leading companies such as Oscar Health, Splunk, Exabeam, and more that trust Nightfall to protect their most sensitive data. Learn more at nightfall.ai.

**Average Rating:** 4.6/5.0

**Total Reviews:** 98

#### How Do G2 Users Rate Nightfall AI?

- **Structure type:** 8.5/10 (Category avg: 8.9/10)
- **Reporting:** 8.9/10 (Category avg: 9.0/10)
- **Contextual search:** 8.6/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Nightfall AI?

- **Seller:** [Nightfall AI](https://www.g2.com/sellers/nightfall-ai)
- **Year Founded:** 2018
- **HQ Location:** San Francisco, CA
- **Twitter:** @NightfallAI  
261 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d5b2769f390209f7453f1e1d5629c8826e230b9bd3a32912cf070a15610ddbb1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnightfall-ai&secure%5Burl_type%5D=linkedin_company_website)  
108 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Security Engineer
- **Top Industries:** Financial Services, Hospital & Health Care
- **Company Size:** 66% Medium, 18% Large

#### What Do G2 Reviewers Say About Nightfall AI?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Nightfall AI's **ease of use** remarkable, appreciating its simple interface and quick setup process.
- Users value the **seamless integrations** of Nightfall AI, enhancing workflow and facilitating easy setups with existing tools.
- Users praise the **easy setup** of Nightfall AI, finding it straightforward and quick to configure.
- Users commend the **high alert fidelity** of Nightfall AI, appreciating its responsiveness and ease of integration.
- Users find the **easy setup** of Nightfall AI enhances integration and saves time during implementation and use.

##### Cons

- Users note the **limited features** of Nightfall AI, wishing for more customization and ease in setting detectors.
- Users experience **poor customer support** with slow responses and unresolved tickets affecting their overall satisfaction.
- Users find the **alert classification lacking** and desire better configuration options and faster customer support response times.
- Users feel the **alert classification and policy definition need improvement** to enhance the overall user experience.
- Users find **unclear guidance** challenging, needing more clarity on software features and customization processes.

#### What Are Recent G2 Reviews of Nightfall AI?

**["Efficient Data Protection with Minimal false Positives"](https://www.g2.com/survey_responses/nightfall-ai-review-11961319)**

**Rating:** 4.5/5.0 stars

_— Jose Ignacio M._

[Read full review](https://www.g2.com/survey_responses/nightfall-ai-review-11961319)

**["Effortless DLP & Insider Risk Management with Nightfall AI"](https://www.g2.com/survey_responses/nightfall-ai-review-11053642)**

**Rating:** 4.5/5.0 stars

_— Joe S._

[Read full review](https://www.g2.com/survey_responses/nightfall-ai-review-11053642)

#### What Are G2 Users Discussing About Nightfall AI?

- [What is Nightfall used for?](https://www.g2.com/discussions/what-is-nightfall-used-for)

### [MineOS](https://www.g2.com/products/mineos/reviews)

MineOS is the highest-rated data privacy and risk management platform on G2, introducing a new operating model: Autonomous Privacy. Designed for the modern enterprise, MineOS uses AI agents to continuously orchestrate privacy and risk operations across your entire ecosystem. From system discovery and data classification to DSR fulfillment, assessment autofill, and transfer tracking, agents run the work behind your privacy program, keeping your data inventory accurate and your risk continuously monitored. As your environment evolves, agents stay ahead - detecting changes, updating records, and triggering workflows automatically. Deploy in days, not months, and move from manual operations to a program that runs continuously, so your team can focus on high-impact strategy. Visit us at 👉 https://MineOS.ai

**Average Rating:** 4.8/5.0

**Total Reviews:** 230

#### How Do G2 Users Rate MineOS?

- **Structure type:** 9.4/10 (Category avg: 8.9/10)
- **Reporting:** 9.4/10 (Category avg: 9.0/10)
- **Contextual search:** 9.2/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.5/10 (Category avg: 8.9/10)

#### Who Is the Company Behind MineOS?

- **Seller:** [Mine](https://www.g2.com/sellers/mine-ca70aab6-39c8-4cc6-b265-c48ff04701ac)
- **Company Website:** www.MineOS.ai
- **Year Founded:** 2019
- **HQ Location:** 94 Yigal Alon st., Alon 1 Tower, Tel Aviv 6789155, Israel
- **Twitter:** @SayMineTech  
1,344 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1efb319183ed8054efdcdf169afbd1a60032c68a520f8d2b73300da30c44b599&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmineos&secure%5Burl_type%5D=linkedin_company_website)  
146 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Product Manager
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 49% Medium, 29% Small

#### What Do G2 Reviewers Say About MineOS?

_AI-generated summary from verified user reviews_

##### Pros

- Users highly value the **excellent customer support** from MineOS that simplifies setup and enhances user experience.
- Users appreciate the **user-friendly design** of MineOS, making navigation and management of data requests effortless.
- Users appreciate the **easy automations** of MineOS, enhancing efficiency and simplifying privacy compliance tasks.
- Users commend MineOS for its **exceptional customer support** and intuitive design that enhances privacy compliance management.
- Users benefit from **efficient privacy management** with MineOS, simplifying data governance and improving compliance visibility.

##### Cons

- Users find the **interface cumbersome and non-intuitive** , leading to frustration and a slow experience with MineOS.
- Users are frustrated with the **inefficient search functionality** , finding it cumbersome to locate specific errors among excessive information.
- Users note that **integration issues** in MineOS hinder functionality, with missing services and extensive customization time required.
- Users notice a **lack of automation** in MineOS, making manual tasks time-consuming and less efficient.
- Users note the **limited customization** in MineOS, especially regarding integrations and template modifications, affecting overall functionality.

#### What Are Recent G2 Reviews of MineOS?

**["Automated DSR Handling and PII Detection That Makes Compliance Easy"](https://www.g2.com/survey_responses/mineos-review-12676623)**

**Rating:** 4.0/5.0 stars

_— Prabhaditya P._

[Read full review](https://www.g2.com/survey_responses/mineos-review-12676623)

**["Clear Guidance and Easy Implementation That Speeds Up with AI"](https://www.g2.com/survey_responses/mineos-review-13151833)**

**Rating:** 4.0/5.0 stars

_— Dave M._

[Read full review](https://www.g2.com/survey_responses/mineos-review-13151833)

#### What Are G2 Users Discussing About MineOS?

- [What is Mine PrivacyOps used for?](https://www.g2.com/discussions/what-is-mine-privacyops-used-for) - 1 comment

### [Qostodian](https://www.g2.com/products/qostodian/reviews)

Qohash offers data security solutions focusing on unstructured data risk management. Our platform, Qostodian, enables organizations to automatically monitor, identify, and address high-risk data efficiently. Our expertise lies in managing everyday data accessible by employees in regulated and high-stakes environments, including financial services, healthcare, public sector, and high technology. Qohash tracks and secures high-risk files to reduce oversharing and accelerate GenAI adoption. We bring immediate visibility into sensitive data contained in files across the riskiest data sources accessed daily by employees and machines. Our solution provides clear answers during incidents and the ability to quarantine and eliminate files directly through the platform, all while meeting the highest security standards without relying on sampling or agentless scans, ensuring that every byte of data is accounted for.

**Average Rating:** 4.7/5.0

**Total Reviews:** 15

#### How Do G2 Users Rate Qostodian?

- **Structure type:** 9.2/10 (Category avg: 8.9/10)
- **Reporting:** 8.5/10 (Category avg: 9.0/10)
- **Contextual search:** 9.2/10 (Category avg: 8.8/10)
- **Ease of Use:** 9.6/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Qostodian?

- **Seller:** [Qohash](https://www.g2.com/sellers/qohash)
- **Company Website:** qohash.com
- **Year Founded:** 2018
- **HQ Location:** Québec, CA
- **Twitter:** @Qohash  
126 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1466715bd05e123fbcef6e3aa8d9cf018e425b468417b3e6692b45b0ac976289&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fqohash%2F&secure%5Burl_type%5D=linkedin_company_website)  
71 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 60% Medium, 40% Large

#### What Do G2 Reviewers Say About Qostodian?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **responsive customer support** of Qostodian, highlighting their dedication and proactive approach to resolutions.
- Users commend **Qostodian's exceptional data security capabilities** , ensuring efficient protection without affecting operational performance.
- Users find Qostodian incredibly **easy to deploy** , ensuring a smooth and efficient data security management experience.
- Users value the **quick insights** from Qostodian, facilitating effective management of sensitive data risks and compliance.
- Users commend the **reliable support** from Qostodian, ensuring a seamless and efficient data security management experience.

##### Cons

- Users report frequent **false positives** affecting trust in results, though updates have improved the situation somewhat.
- Users dislike the **inefficient categorization** that clutters reports with unnecessary information and lacks effective summarization.
- Users feel the **insufficient details** in Qostodian hinder report clarity and make management summaries challenging.
- Users are frustrated with the **poor reporting** options that complicate summarizing findings for management effectively.
- Users find the **reporting issues** cumbersome, as irrelevant information complicates summaries and usability in Qostodian.

#### What Are Recent G2 Reviews of Qostodian?

**["Discover Unknown Sensitive Data with Qostodian's Effective Solutions"](https://www.g2.com/survey_responses/qostodian-review-11097352)**

**Rating:** 5.0/5.0 stars

_— Verified User in Packaging and Containers_

[Read full review](https://www.g2.com/survey_responses/qostodian-review-11097352)

**["Qostodian: easy to use and quick to set up"](https://www.g2.com/survey_responses/qostodian-review-12872617)**

**Rating:** 5.0/5.0 stars

_— Patricia C._

[Read full review](https://www.g2.com/survey_responses/qostodian-review-12872617)

### [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:** 188

#### 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:** 8.5/10 (Category avg: 8.9/10)

#### Who Is the Company Behind SailPoint?

- **Seller:** [SailPoint](https://www.g2.com/sellers/sailpoint)
- **Company Website:** www.sailpoint.com
- **Year Founded:** 2004
- **HQ Location:** Austin, TX
- **Twitter:** @SailPoint  
15,037 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c0a750520dcce1b9589bc66fe1f2830d2beaedb71ec0b739bce76205485f027c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F47456%2F&secure%5Burl_type%5D=linkedin_company_website)  
3,642 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer
- **Top Industries:** Financial Services, Information Technology and Services
- **Company Size:** 76% Large, 18% Medium

#### What Do G2 Reviewers Say About SailPoint?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** in SailPoint, simplifying access management across multiple applications effortlessly.
- Users value SailPoint's **strong identity governance capabilities** , which enhance access control and provide centralized visibility.
- Users value the **advanced security features** of SailPoint, ensuring robust protection and simplified access management.
- Users value the **automated access reviews** of SailPoint, which enhance security and simplify user permission management.
- Users appreciate the **easy integration** of SailPoint, enabling smooth access management across multiple applications.

##### Cons

- Users find the **improvement needed** in RBAC module and support responsiveness, delaying resolutions and feature implementations.
- Users experience **poor customer support** with slow response times and difficulties in communication, leading to frustration.
- Users highlight **missing features** in SailPoint, facing challenges with complexity and delayed updates for new functionalities.
- Users find SailPoint to be **expensive** due to time-consuming reviews and costly assistance for customization.
- Users find the **difficult learning** curve frustrating, especially without a programming background or sufficient formal training.

#### What Are Recent G2 Reviews of SailPoint?

**["Centralized Identity Governance with Powerful Automation"](https://www.g2.com/survey_responses/sailpoint-review-13122387)**

**Rating:** 4.5/5.0 stars

_— Soufiane C._

[Read full review](https://www.g2.com/survey_responses/sailpoint-review-13122387)

**["Identity Governance and Compliance Visibility for Complex Enterprises"](https://www.g2.com/survey_responses/sailpoint-review-13000024)**

**Rating:** 4.0/5.0 stars

_— Chardae A._

[Read full review](https://www.g2.com/survey_responses/sailpoint-review-13000024)

#### What Are G2 Users Discussing About SailPoint?

- [What is SailPoint used for?](https://www.g2.com/discussions/sailpoint-what-is-sailpoint-used-for) - 2 comments
- [What database does SailPoint use?](https://www.g2.com/discussions/what-database-does-sailpoint-use) - 1 comment
- [How much does SailPoint cost?](https://www.g2.com/discussions/how-much-does-sailpoint-cost)
- [What is SailPoint used for?](https://www.g2.com/discussions/what-is-sailpoint-used-for) - 2 comments
- [What is SailPoint software?](https://www.g2.com/discussions/what-is-sailpoint-software)

- &lsaquo; Prev‹ Prev
- 1
- [2](/categories/sensitive-data-discovery?open_modal_url=%2Fproducts%2Fground-labs-enterprise-recon%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fsensitive-data-discovery%26source%3Dcategory&order=g2_score&page=2#product-list)
- [3](/categories/sensitive-data-discovery?open_modal_url=%2Fproducts%2Fground-labs-enterprise-recon%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fsensitive-data-discovery%26source%3Dcategory&order=g2_score&page=3#product-list)
- [4](/categories/sensitive-data-discovery?open_modal_url=%2Fproducts%2Fground-labs-enterprise-recon%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fsensitive-data-discovery%26source%3Dcategory&order=g2_score&page=4#product-list)
- [5](/categories/sensitive-data-discovery?open_modal_url=%2Fproducts%2Fground-labs-enterprise-recon%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fsensitive-data-discovery%26source%3Dcategory&order=g2_score&page=5#product-list)
- …
- [12](/categories/sensitive-data-discovery?open_modal_url=%2Fproducts%2Fground-labs-enterprise-recon%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fsensitive-data-discovery%26source%3Dcategory&order=g2_score&page=12#product-list)
- [13](/categories/sensitive-data-discovery?open_modal_url=%2Fproducts%2Fground-labs-enterprise-recon%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fsensitive-data-discovery%26source%3Dcategory&order=g2_score&page=13#product-list)
- [Next &rsaquo;Next ›](/categories/sensitive-data-discovery?open_modal_url=%2Fproducts%2Fground-labs-enterprise-recon%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fsensitive-data-discovery%26source%3Dcategory&order=g2_score&page=2#product-list)

Spotlight Categories

[SaaS Backup Software](https://www.g2.com/categories/saas-backup)

[VoIP Providers](https://www.g2.com/categories/voip)

[Spend Management Software](https://www.g2.com/categories/spend-management)

[Attribution Software](https://www.g2.com/categories/attribution)

[Customer Success Software](https://www.g2.com/categories/customer-success)

Similar Categories

- [Consent Management Platform (CMP)](/categories/consent-management-platform-cmp)
- [Cookie Tracking](/categories/cookie-tracking)
- [Data Breach Notification](/categories/data-breach-notification)
- [Data Clean Room](/categories/data-clean-room)
- [Data De-Identification](/categories/data-de-identification)

- [Data Privacy Management](/categories/data-privacy-management)
- [Data Subject Access Request (DSAR)](/categories/data-subject-access-request-dsar)
- [Employee Identity Theft Protection](/categories/employee-identity-theft-protection)
- [Identity Verification](/categories/identity-verification)
- [Other Privacy](/categories/other-privacy)

- [Privacy Impact Assessment (PIA)](/categories/privacy-impact-assessment-pia)
- [Privacy Policy Generator](/categories/privacy-policy-generator)
- [Website Privacy Auditing Tools](/categories/website-privacy-auditing-tools)

[Browse Sensitive Data Discovery Themes](/categories/sensitive-data-discovery/themes)

 ![Brandon Summers-Miller](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Brandon Summers-Miller")
BS

Researched and written by [Brandon Summers-Miller](https://research.g2.com/insights/author/brandon-summers-miller)

Updated October 3, 2024

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 Tools at a Glance

| 

 | 

Real-time sensitive data discovery with compliance-ready auditing

 | 

User Review

"Smooth Setup, Stellar Support, and Custom Features"

 |
| 

 | 

Overexposed sensitive data discovery and auto-remediation

 | 

User Review

"The best experience with Varonis Data Security Platform"

 |
| 

 | 

Sensitive content discovery with hybrid-cloud access controls

 | 

User Review

"Easy way to manage, Share and secure files With team collaboration"

 |
| 

 | 

Automated PII discovery with multi-cloud DSPM

 | 

User Review

"Unified Data Intelligence for Privacy, DSPM, and AI Governance in One Dashboard"

 |
| 

 | 

Endpoint data-flow discovery with insider-risk visibility

 | 

User Review

"Effective DLP with Dashboard Insights, Needs Better Support"

 |
| 

 | 

Sensitive data discovery with built-in remediation

 | 

User Review

"Easy Implementation with Outstanding Support and Onboarding"

 |
| 

 | 

Enterprise PII discovery with governance-linked lineage

 | 

User Review

"Collibra Data Quality Module"

 |
| 

 | 

Automated sensitive data discovery with policy-driven access control

 | 

User Review

"Secure access and Audit of databases"

 |
| 

 | 

Cross-system sensitive data discovery with consent enforcement

 | 

User Review

"Intuitive and Supportive, Perfect for Legal Compliance"

 |
| 

 | 

Automated PII discovery with live data mapping

 | 

User Review

"Rich Integrations and Automated Data Discovery Made Easy"

 |

* * *

Show More