Best Sensitive Data Discovery Software

How Many Sensitive Data Discovery Software Products Does G2 Track?

Total Products under this Category: 189

Category Stats (Oct 2026)

  • Average Rating: 4.43/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Teleskope (+3.76%) - Among all products in this category, Teleskope recorded the largest rating increase compared to last month

Last updated: October 07, 2026

How Does G2 Rank Sensitive Data Discovery Software Products?

Why You Can Trust G2's Software Rankings:

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

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

G2 Grid® for Sensitive Data Discovery Software

G2 Grid® for Sensitive Data Discovery Software plotting products by satisfaction and market presence

Highlighted products: IBM Guardium Data Protection, Varonis Data Security Platform, Securiti, Egnyte, Thales CipherTrust Data Security Platform, Safetica, Satori Data Security Platform, and Collibra.

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

IBM Guardium Data Protection

IBM Guardium Data Protection helps security and compliance teams reduce risk and simplify compliance by discovering and classifying sensitive data and continuously monitoring 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, Guardium Data Protection helps streamline audits, maintain continuous compliance, and lower the cost and effort of protecting sensitive data. 

Average Rating: 4.3/5.0

Total Reviews: 98

How Do G2 Users Rate IBM Guardium Data Protection?

  • Structure type: 8.2/10 (Category avg: 8.9/10)
  • Reporting: 8.7/10 (Category avg: 8.9/10)
  • Contextual search: 8.3/10 (Category avg: 8.8/10)
  • Ease of Use: 8.1/10 (Category avg: 8.9/10)

Who Is the Company Behind IBM Guardium Data Protection?

  • Seller: IBM
  • Company Website:
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Banking, Computer Software
  • 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 value the real-time monitoring and compliance features of IBM Guardium Data Protection for enhanced data security.
  • Users appreciate the real-time alerts of IBM Guardium, enhancing visibility and security for sensitive data access.
  • Users commend IBM Guardium's real-time monitoring capabilities, ensuring robust protection for sensitive data and compliance.
  • Users value the strong compliance reporting features of IBM Guardium, enhancing their data protection efforts effectively.
  • Users value the real-time monitoring and strong compliance features of IBM Guardium Data Protection for enhanced security.
Cons
  • Users highlight the high cost of IBM Guardium Data Protection, which can limit accessibility for smaller businesses.
  • Users find the steep learning curve of IBM Guardium Data Protection challenging, requiring significant training and resources.
  • Users find the complexity of deployment and management of IBM Guardium Data Protection to be quite challenging.
  • Users often face a difficult setup process requiring extensive knowledge and time, complicating initial usage of Guardium.
  • Users find the lengthy setup of IBM Guardium Data Protection challenging, requiring time and expertise for effective deployment.

What Are Recent G2 Reviews of IBM Guardium Data Protection?

What Are G2 Users Discussing About IBM Guardium Data Protection?

Varonis Data Security Platform

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: 93

How Do G2 Users Rate Varonis Data Security Platform?

  • Structure type: 9.1/10 (Category avg: 8.9/10)
  • Reporting: 9.5/10 (Category avg: 8.9/10)
  • 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
  • Company Website:
  • Year Founded: 2005
  • HQ Location: New York, US
  • Twitter: @varonis
    6,400 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,834 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Manufacturing
  • Company Size: 65% Large, 30% Medium

What Do G2 Reviewers Say About Varonis Data Security Platform?

AI-generated summary from verified user reviews

Pros
  • Users value the complete visibility Varonis provides into sensitive data, enhancing proactive security measures and alerting features.
  • Users value the clear visibility and proactive protection of Varonis, simplifying compliance and minimizing risk effectively.
  • Users value the complete visibility Varonis provides into sensitive data, enhancing proactive threat detection and data protection.
  • Users appreciate the complete visibility and robust data protection Varonis provides, enhancing cybersecurity and compliance efforts.
  • Users value the user-friendly management features of Varonis, making cybersecurity navigation and implementation seamless.
Cons
  • Users report that the complexity of setup and management can overwhelm teams, especially in smaller organizations.
  • Users face a challenging learning curve during initial setup, requiring time to grasp the platform's numerous features.
  • Users find the learning difficulty of Varonis challenging, requiring considerable time to master its numerous features.
  • Users often find the cost to be prohibitively high, particularly for smaller and mid-market organizations.
  • Users note that the initial setup is complex and requires substantial time and effort to manage effectively.

What Are Recent G2 Reviews of Varonis Data Security Platform?

What Are G2 Users Discussing About Varonis Data Security Platform?

Egnyte

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: 1,141

How Do G2 Users Rate Egnyte?

  • Structure type: 9.1/10 (Category avg: 8.9/10)
  • Reporting: 9.3/10 (Category avg: 8.9/10)
  • 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
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Mountain View, CA
  • Twitter: @Egnyte
    16,127 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,313 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 find Egnyte to be user-friendly and easy to navigate, enhancing their overall experience and efficiency.
  • Users love the easy file sharing capabilities of Egnyte, enhancing collaboration and workflow efficiency from anywhere.
  • Users appreciate the easy sharing capabilities of Egnyte, enhancing collaboration across departments with secure file access.
  • Users enjoy the easy access to files anywhere, ensuring productivity with a secure and reliable platform.
  • Users commend Egnyte for its high security, ensuring data safety while navigating and finding files easily.
Cons
  • Users find Egnyte expensive, especially when storage needs exceed small business plan limits without clear ROI.
  • Users experience file saving failures, timeouts, and duplication issues, which detracts from their overall experience with Egnyte.
  • Users find user difficulty with Egnyte, especially on mobile, complicating the overall experience and feature accessibility.
  • Users find Egnyte lacking features like clear visibility on team documents and effective handling of file sharing tasks.
  • Users are disappointed by the missing features in Egnyte, especially for 3D file support and collaboration.

What Are Recent G2 Reviews of Egnyte?

What Are G2 Users Discussing About Egnyte?

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Securiti

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: 110

How Do G2 Users Rate Securiti?

  • Structure type: 9.2/10 (Category avg: 8.9/10)
  • Reporting: 8.6/10 (Category avg: 8.9/10)
  • 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
  • Company Website:
  • Year Founded: 2006
  • HQ Location: Kirkland, WA
  • Twitter: @veeam
    51,541 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7,515 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Banking
  • Company Size: 59% Large, 21% Medium

What Do G2 Reviewers Say About Securiti?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Securiti, benefiting from its straightforward setup and intuitive interface.
  • Users commend the professional and responsive customer support of Securiti, enhancing their overall experience with the tool.
  • Users praise Securiti for its user-friendly interface and innovative features that streamline privacy management seamlessly.
  • Users value the responsive and helpful support from Securiti, enhancing collaboration and operational efficiency.
  • Users appreciate Securiti's robust automation for privacy tasks, enhancing efficiency and ensuring compliance effortlessly.
Cons
  • Users report that Securiti's complexity can lead to challenging configurations and a steep learning curve for effective use.
  • Users face a steep learning curve with Securiti, requiring significant training to navigate its complex features effectively.
  • Users find the implementation issues of Securiti time-consuming and complex, requiring significant expertise and coordination.
  • Users find the complexity issues of Securiti can complicate implementation and require significant expertise.
  • Users find the learning difficulty of Securiti frustrating, requiring extensive training to fully utilize its features.

What Are Recent G2 Reviews of Securiti?

What Are G2 Users Discussing About Securiti?

Thales CipherTrust Data Security Platform

Thales CipherTrust Data Security Platform (CDSP) removes the complexity from enterprise data security by unifying discovery, analysis, protection, and control in a single, modern platform. Built on a cloud-native, microservices architecture, CipherTrust Data Security Platform is designed to secure sensitive data across on-premises, hybrid, cloud, and multi-cloud environments while accelerating time to compliance and enabling secure cloud migrations. It brings together data discovery and classification, encryption, tokenization, granular access controls, and centralized key management - reducing operational overhead and consolidating previously siloed tools. Discover: Scans structured and unstructured data across on-prem, cloud, and hybrid environments to locate sensitive data (PII, financial records, etc.), giving you visibility into where critical data actually lives. Analyze: Assesses risk by attaching context to discovered data, helping prioritize what needs protection based on sensitivity, regulatory exposure, and access patterns. Protect: Applies encryption, tokenization, and key management to secure data at rest, in transit, and in use with minimal disruption. Control: Enforces granular access policies and provides detailed audit logs, enabling strict governance, separation of duties, and compliance reporting across the entire data lifecycle. CipherTrust Data Security Platform supports flexible deployment models - on-premises, hybrid, or as-a-service - so organizations can align security with operational requirements. By consolidating data-centric security capabilities into a single platform, CDSP reduces risk and provides a clear, scalable path to comprehensive data security.

Average Rating: 4.5/5.0

Total Reviews: 28

How Do G2 Users Rate Thales CipherTrust Data Security Platform?

  • Structure type: 10.0/10 (Category avg: 8.9/10)
  • Contextual search: 10.0/10 (Category avg: 8.8/10)
  • Ease of Use: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Thales CipherTrust Data Security Platform?

  • Seller: Thales Group
  • Company Website:
  • HQ Location: Austin, Texas
  • Twitter: @ThalesCloudSec
    6,935 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    46 employees on LinkedIn®
  • Ownership: EPA:HO

Who Uses This Product?

  • Top Industries: Banking, Information Technology and Services
  • Company Size: 64% Large, 24% Small

What Are Recent G2 Reviews of Thales CipherTrust Data Security Platform?

What Are G2 Users Discussing About Thales CipherTrust Data Security Platform?

Safetica

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, including how it is used and shared through AI, 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. ✅ AI Protection: Safetica AI Protection gives security teams visibility into AI activity and sensitive data sharing, with controls that protect data while enabling productive AI use. ✅ 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: 8.9/10)
  • 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
  • Company Website:
  • Year Founded: 2011
  • HQ Location: San Jose, California, United States
  • Twitter: @Safetica
    664 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    130 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, highlighting its intuitive interface and simple setup process.
  • Users value the strong security features of Safetica, enhancing data protection and web security for remote work.
  • Users value Safetica for its effective data protection, ensuring web security and reducing data breach risks effortlessly.
  • Users commend the comprehensive DLP features of Safetica, enhancing security and simplifying user activity monitoring.
  • Users value the intuitive and clear interface of Safetica, enhancing ease of use and implementation across networks.
Cons
  • Users report slow performance issues with Safetica, including delays with applications and interactions with other software.
  • Users find the complexity of advanced configurations and setup processes to be overwhelming and tedious.
  • Users face integration issues with Antimalware and Mac/Linux devices, limiting Safetica's compatibility in diverse environments.
  • Users express concern over limited compatibility with Linux and Mac, affecting overall usability and support.
  • Users experience limited features with Safetica, facing challenges in file labeling and report customization options.

What Are Recent G2 Reviews of Safetica?

What Are G2 Users Discussing About Safetica?

Satori Data Security Platform

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: 87

How Do G2 Users Rate Satori Data Security Platform?

  • Structure type: 9.7/10 (Category avg: 8.9/10)
  • Reporting: 9.7/10 (Category avg: 8.9/10)
  • Contextual search: 9.7/10 (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
  • Company Website:
  • Year Founded: 1996
  • HQ Location: Eatontown, New Jersey, United States
  • Twitter: @Commvault
    64,666 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,551 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Computer & Network Security
  • Company Size: 54% Medium, 26% Large

What Do G2 Reviewers Say About Satori Data Security Platform?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use of Satori Data Security Platform allows for seamless setup and management of data security.
  • Users find that Satori provides simplified data security management, enhancing access control and data protection effectively.
  • Users value Satori for its practical and powerful data security, enabling results delivery without compromise.
  • Users appreciate the granular data access control in Satori, which enhances authority and security efficiently.
  • Users appreciate the detailed data access control of Satori, enabling granular control based on authority and necessity.
Cons
  • Users find the complexity of policy enforcement challenging, especially with diverse datasets and user/role combinations.
  • Users find the complexity for small teams challenging due to diverse datasets and policy enforcement requirements.
  • Users experience occasional slow performance during large queries, requiring planning and resources for optimal functionality.
  • Users consider the pricing to be high, feeling it could be more affordable, especially for smaller teams.
  • Users face integration issues with older systems, resulting in added manual efforts and complexity during setup.

What Are Recent G2 Reviews of Satori Data Security Platform?

Collibra

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: 101

How Do G2 Users Rate Collibra?

  • Structure type: 8.1/10 (Category avg: 8.9/10)
  • Reporting: 8.0/10 (Category avg: 8.9/10)
  • 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
  • Company Website:
  • Year Founded: 2008
  • HQ Location: New York, New York
  • Twitter: @collibra
    5,756 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,105 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Banking
  • Company Size: 73% Large, 18% Medium

What Do G2 Reviewers Say About Collibra?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the unified data intelligence platform of Collibra, effectively aligning Business and IT on a single system.
  • Users value the strong data governance features of Collibra, enhancing data accessibility and trustworthiness across the organization.
  • Users value the effective data management capabilities of Collibra, enhancing compliance, governance, and integration for optimal use.
  • Users appreciate the collaborative tools of Collibra, enhancing communication and efficiency in managing complex data ecosystems.
  • Users value Collibra for its reliable and user-friendly data intelligence platform, enhancing productivity through seamless integration and support.
Cons
  • Users note the complexity issues in Collibra, particularly with setup, bugs, and inconsistent API stability.
  • Users find Collibra's complexity hinders efficiency, as setup, configuration, and user engagement can be overwhelming.
  • Users struggle with limited functionality due to complex navigation and unintuitive language in Collibra.
  • Users find the difficult setup of Collibra to require significant time and resources, impacting their overall experience.
  • Users find Collibra to be expensive, with high licensing fees and challenges in adoption impacting user experience.

What Are Recent G2 Reviews of Collibra?

What Are G2 Users Discussing About Collibra?

Ground Labs Enterprise Recon

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: 8.9/10)
  • 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
  • Company Website:
  • Year Founded: 2007
  • HQ Location: Singapore, Singapore
  • Twitter: @Groundlabs
    577 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    34 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, effectively managing PCI compliance across diverse environments.
  • Users appreciate the speed and comprehensive data overview of Enterprise Recon, enhancing decision-making and process efficiency.
  • Users appreciate the ease of use of Ground Labs Enterprise Recon, enjoying streamlined processes and a user-friendly interface.
  • Users value the helpful staff and excellent support provided by Enterprise Recon, enhancing overall user experience.
Cons
  • Users find the product expensive for its capabilities, with licensing and decommissioning adding to the cost concerns.
  • Users find the pricing issues concerning, with high costs and complex licensing affecting overall satisfaction.
  • Users find the complex usability of Ground Labs Enterprise Recon to be a significant drawback in their experience.
  • Users find the high cost of Ground Labs Enterprise Recon a significant concern in a limited market.
  • Users find the cost issues of Ground Labs Enterprise Recon to be a significant concern in the market.

What Are Recent G2 Reviews of Ground Labs Enterprise Recon?

What Are G2 Users Discussing About Ground Labs Enterprise Recon?

Ketch

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: 175

How Do G2 Users Rate Ketch?

  • Structure type: 8.8/10 (Category avg: 8.9/10)
  • Reporting: 8.8/10 (Category avg: 8.9/10)
  • 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
  • Company Website:
  • Year Founded: 2020
  • HQ Location: San Francisco, US
  • Twitter: @ketch
    6,854 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    110 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Computer Software
  • Company Size: 49% Medium, 25% Large

What Do G2 Reviewers Say About Ketch?

AI-generated summary from verified user reviews

Pros
  • Users commend the attentive and helpful customer support of Ketch, greatly enhancing their onboarding experience.
  • Users find Ketch remarkably easy to use, appreciating its intuitive design and seamless privacy management integration.
  • Users commend the ease of implementation with Ketch, praising the responsive and knowledgeable support team throughout the process.
  • Users commend Ketch for its exceptional implementation support, facilitating a smooth onboarding experience and effective assistance.
  • Users highlight the exceptionally user-friendly interface of Ketch, making privacy management accessible and intuitive for all.
Cons
  • Users find the learning curve steep for Ketch, requiring time and guidance to navigate its complexities.
  • Users report a poor interface design in Ketch, making navigation and feature discovery challenging at times.
  • Users find the navigation difficulty in Ketch challenging, especially with its non-intuitive UI features and settings.
  • Users find integration issues with Ketch, wishing for broader data source connections and more customization options.
  • Users find Ketch's complexity issues challenging, particularly with navigation and filtering settings in the UI.

What Are Recent G2 Reviews of Ketch?

What Are G2 Users Discussing About Ketch?

DataGrail

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: 8.9/10)
  • 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
  • Company Website:
  • Year Founded: 2018
  • HQ Location: San Francisco, California
  • Twitter: @DataGrail
    6,293 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    73 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 commend DataGrail for its excellent customer support, with quick responses from knowledgeable and responsive professionals.
  • Users appreciate the ease of use of DataGrail, enjoying its intuitive interface and responsive customer support.
  • Users value the easy integrations of DataGrail, enabling seamless setup without the need for engineering resources.
  • Users benefit from DataGrail's automation capabilities, simplifying compliance processes and minimizing manual effort and errors.
  • Users find DataGrail's incredibly user-friendly platform enhances efficiency by streamlining privacy processes and reducing manual tasks.
Cons
  • Users express a need for greater customization within DataGrail to better meet their specific use cases.
  • Users face significant integration issues with DataGrail, particularly with automating and managing payment and API requests.
  • Users find manual processes in DataGrail to be cumbersome and seek improvements in automation and integration.
  • Users find limited functionality in DataGrail, struggling with inadequate API and missing expected features for efficient consent management.
  • Users experience inefficient workflow due to confusing flows and prolonged consent implementation, affecting overall effectiveness.

What Are Recent G2 Reviews of DataGrail?

What Are G2 Users Discussing About DataGrail?

BetterCloud

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: 8.9/10)
  • 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
  • Company Website:
  • Year Founded: 2016
  • HQ Location: Bellevue, WA
  • Twitter: @corestack
    1,021 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    210 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, significantly improving efficiency in onboarding and offboarding processes.
  • Users find BetterCloud extremely intuitive, simplifying tasks like onboarding, offboarding, and managing app integrations.
  • Users find BetterCloud's onboarding and offboarding automation invaluable, streamlining tasks and saving significant time.
  • Users highlight BetterCloud's intuitive management features that streamline settings and automate workflows for enhanced efficiency.
  • Users appreciate how BetterCloud provides time-saving automation for onboarding and offboarding tasks, enhancing efficiency significantly.
Cons
  • Users find limited features in BetterCloud, wishing for more integrations and improved functionality across platforms.
  • Users experience integration issues with BetterCloud, particularly with Visa Online, Sentilink, and Citrix products, limiting functionality.
  • Users find the missing features in BetterCloud frustrating, as they limit functionality with various SaaS platforms.
  • Users find the access limitations of BetterCloud frustrating, particularly with restricted API functionality and auto-reply settings.
  • Users find BetterCloud lacking features, such as customizable alerts and sorting options, hindering user experience.

What Are Recent G2 Reviews of BetterCloud?

What Are G2 Users Discussing About BetterCloud?

SailPoint

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: 4.6/5.0

Total Reviews: 234

How Do G2 Users Rate SailPoint?

  • Structure type: 10.0/10 (Category avg: 8.9/10)
  • Reporting: 10.0/10 (Category avg: 8.9/10)
  • Contextual search: 8.3/10 (Category avg: 8.8/10)
  • Ease of Use: 8.6/10 (Category avg: 8.9/10)

Who Is the Company Behind SailPoint?

  • Seller: SailPoint
  • Company Website:
  • Year Founded: 2004
  • HQ Location: Austin, TX
  • Twitter: @SailPoint
    15,037 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,811 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Senior Manager, Software Engineer
  • Top Industries: Financial Services, Information Technology and Services
  • Company Size: 78% Large, 16% Medium

What Do G2 Reviewers Say About SailPoint?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of SailPoint, facilitating straightforward access management and integration across applications.
  • Users appreciate the ease of access control and automated governance features of SailPoint, enhancing security and simplicity.
  • Users value the automated security management of SailPoint, enhancing user permissions and ensuring robust identity security.
  • Users appreciate SailPoint for its automated access reviews and policy enforcement, enhancing security and simplifying user management.
  • Users value the easy integrations of SailPoint, simplifying access management across multiple applications efficiently.
Cons
  • Users note the limited advancements in the RBAC module and slow response times from support can hinder effectiveness.
  • Users experience poor customer support with slow response times, unnecessary details, and difficulties in communication across time zones.
  • Users find missing features frustrating as they hinder functionality and prolong the implementation of necessary updates.
  • Users find the platform to be expensive due to costs associated with cloud rules and complex implementations.
  • Users find the difficult learning curve challenging, especially those without programming backgrounds needing extensive ramp-up time.

What Are Recent G2 Reviews of SailPoint?

What Are G2 Users Discussing About SailPoint?

Nightfall AI

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: 8.9/10)
  • 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
  • Year Founded: 2018
  • HQ Location: San Francisco, CA
  • Twitter: @NightfallAI
    261 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    123 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 to have a simple and intuitive interface, making setup and usage effortless.
  • Users value the seamless integrations of Nightfall AI, enhancing workflow efficiency while reducing false positives significantly.
  • Users appreciate the easy setup of Nightfall AI, making integration and configuration a smooth experience.
  • Users find the setup ease of Nightfall AI exceptional, with straightforward options and quick integration.
  • Users appreciate the high alert fidelity of Nightfall AI, making monitoring for insider risks efficient and effective.
Cons
  • Users indicate that alert issues hinder usability, with slow customer support impacting overall experience and responsiveness.
  • Users note the limited features of Nightfall AI, particularly in customization and ease of creating specific detectors.
  • Users experience poor customer support, facing delays and lack of updates on their tickets and requests.
  • Users suggest improvement needed in alert classification and custom policy definition to enhance the overall user experience.

What Are Recent G2 Reviews of Nightfall AI?

What Are G2 Users Discussing About Nightfall AI?

MineOS

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: 4.7/5.0

Total Reviews: 234

How Do G2 Users Rate MineOS?

  • Structure type: 9.4/10 (Category avg: 8.9/10)
  • Reporting: 9.4/10 (Category avg: 8.9/10)
  • 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
  • Company Website:
  • 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
    166 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Product Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 50% Medium, 29% Small

What Do G2 Reviewers Say About MineOS?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the excellent customer support from MineOS, which simplifies integration and enhances the overall experience.
  • Users highly value the automation features of MineOS, appreciating the efficiency and support in managing tasks.
  • Users value the efficient privacy management of MineOS, enhancing data governance and simplifying compliance processes.
  • Users highlight the ease of use of MineOS with its intuitive design and seamless integrations enhancing efficiency.
  • Users highlight the exceptional customer support of MineOS, ensuring prompt assistance and open communication at all times.
Cons
  • Users feel that the hard-coded integrations in MineOS limit functionality, highlighting a need for enhancements and efficiency improvements.
  • Users find the interface cumbersome, requiring many clicks for basic tasks and feeling non-intuitive and tedious.
  • Users find the inefficient search functionality frustrating, making it difficult to quickly identify errors or relevant information.
  • Users feel the lack of automation in MineOS hinders efficiency and requires excessive manual effort for tasks.
  • Users note the limited customization options in MineOS, which hinder flexibility and user experience.

What Are Recent G2 Reviews of MineOS?

What Are G2 Users Discussing About MineOS?

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