Best Sensitive Data Discovery Software - Page 3

How Many Sensitive Data Discovery Software Products Does G2 Track?

Total Products under this Category: 189

Category Stats (Sep 2026)

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

Last updated: September 26, 2026

How Does G2 Rank Sensitive Data Discovery Software Products?

Why You Can Trust G2's Software Rankings:

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

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

G2 Grid® for Sensitive Data Discovery Software

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

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

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

Cavelo

Cavelo helps businesses achieve attack surface management with automated data discovery, classification and reporting. Its cloud compatible cyber asset attack surface management (CAASM) platform continuously scans, identifies, classifies and reports on sensitive data across the organization, simplifying compliance reporting, vulnerability management and risk remediation.

Average Rating: 4.9/5.0

Total Reviews: 12

How Do G2 Users Rate Cavelo?

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

Who Is the Company Behind Cavelo?

  • Seller: Cavelo
  • Year Founded: 2021
  • HQ Location: Kitchener, CA
  • LinkedIn® Page: www.linkedin.com
    26 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 62% Medium, 38% Small

What Are Recent G2 Reviews of Cavelo?

Soveren

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

Average Rating: 4.9/5.0

Total Reviews: 10

How Do G2 Users Rate Soveren?

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

Who Is the Company Behind Soveren?

  • Seller: Soveren
  • Year Founded: 2020
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 30% Small

What Are Recent G2 Reviews of Soveren?

What Are G2 Users Discussing About Soveren?

Informatica Data & AI Governance, Privacy

Informatica Data & AI Governance, Privacy is a comprehensive, cloud-native solution designed to empower organizations with predictive data intelligence. By integrating data discovery, cataloging, governance, and lineage capabilities, it enables businesses to find, understand, trust, and access their data assets efficiently. This unified approach simplifies collaboration between technical and business teams, ensuring that data-driven decisions are based on accurate and trustworthy information. With AI-powered automation, the platform enhances data classification, curation, and quality management, facilitating faster and more reliable analytic insights. By providing a holistic view of data relationships and lineage, Informatica Cloud Data Governance and Catalog helps organizations turn their data into a competitive advantage. Key Features and Functionality: - Automated Data Discovery and Classification: Utilizes AI to automatically find, classify, and inventory critical data across cloud and on-premises environments. - Comprehensive Data Cataloging: Creates a centralized repository of data assets, linking technical metadata with business context for enhanced understanding. - End-to-End Data Lineage: Provides visual representations of data flow and transformations, enabling users to trace data origins and assess impact. - Integrated Data Quality Management: Monitors and ensures data quality through profiling, validation, and cleansing processes. - Collaboration and Social Curation: Facilitates teamwork by allowing users to share insights, certify data assets, and engage in discussions through comments and ratings. - AI Model Governance: Manages and governs AI models alongside data, ensuring compliance and trust in AI-driven decisions. Primary Value and Problem Solved: Informatica Data & AI Governance, Privacy addresses the critical need for organizations to manage and govern their data assets effectively in an increasingly complex data landscape. By providing a unified platform that automates data discovery, classification, and quality management, it ensures that businesses can trust their data for decision-making. The solution enhances collaboration between technical and business users, linking technical metadata with business context to provide a holistic view of data assets. This comprehensive approach not only accelerates the delivery of reliable analytic insights but also ensures compliance with data governance policies, ultimately turning data into a strategic asset that drives innovation and competitive advantage.

Average Rating: 4.1/5.0

Total Reviews: 146

How Do G2 Users Rate Informatica Data & AI Governance, Privacy?

  • Structure type: 8.3/10 (Category avg: 8.9/10)
  • Reporting: 8.3/10 (Category avg: 8.9/10)
  • Contextual search: 5.0/10 (Category avg: 8.8/10)
  • Ease of Use: 8.2/10 (Category avg: 8.9/10)

Who Is the Company Behind Informatica Data & AI Governance, Privacy?

  • Seller: Informatica
  • Company Website:
  • Year Founded: 1993
  • HQ Location: Redwood City, CA
  • Twitter: @Informatica
    99,643 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,473 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Large, 30% Small

What Do G2 Reviewers Say About Informatica Data & AI Governance, Privacy?

AI-generated summary from verified user reviews

Pros
  • Users value the automatic discovery and governance of enterprise data, enhancing clarity and trust in data management.
Cons
  • Users often face integration issues due to complex setup and design, especially in large enterprises with legacy systems.

What Are Recent G2 Reviews of Informatica Data & AI Governance, Privacy?

What Are G2 Users Discussing About Informatica Data & AI Governance, Privacy?

Data Sentinel

Data Sentinel is a data trust and compliance platform that helps businesses continuously manage their data privacy compliance, governance, and quality in real time. Data Sentinel’s proprietary deep learning discovery technology illuminates the true nature of an organization’s data across all sources and systems, monitoring, measuring, and remediating the data to ensure compliance with company policies and evolving data management privacy regulations.

Average Rating: 4.8/5.0

Total Reviews: 14

How Do G2 Users Rate Data Sentinel?

  • Structure type: 8.7/10 (Category avg: 8.9/10)
  • Reporting: 9.7/10 (Category avg: 8.9/10)
  • Contextual search: 8.0/10 (Category avg: 8.8/10)
  • Ease of Use: 9.2/10 (Category avg: 8.9/10)

Who Is the Company Behind Data Sentinel?

Who Uses This Product?

  • Company Size: 50% Medium, 36% Small

What Do G2 Reviewers Say About Data Sentinel?

AI-generated summary from verified user reviews

Pros
  • Users value the automated classification features of Data Sentinel, enhancing compliance and audit readiness effectively.
  • Users value the automated data discovery and classification features of Data Sentinel, enhancing compliance and efficiency significantly.
  • Users commend Data Sentinel for its strong focus on privacy compliance, enhancing trust and governance in data management.
  • Users commend the responsive customer support of Data Sentinel, praising their expertise and efficient project management.
  • Users value the automated data discovery and classification features of Data Sentinel, enhancing compliance and audit readiness.
Cons
  • Users find that the difficult setup process is time-consuming, especially with complex data environments in place.
  • Users find the lengthy setup of Data Sentinel challenging, especially with complex data environments needing considerable time investment.
  • Users find that the setup difficulty increases with complex data environments, requiring more time for initial configuration.

What Are Recent G2 Reviews of Data Sentinel?

Tripwire Enterprise

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

Average Rating: 3.9/5.0

Total Reviews: 29

How Do G2 Users Rate Tripwire Enterprise?

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

Who Is the Company Behind Tripwire Enterprise?

  • Seller: Fortra
  • Year Founded: 1982
  • HQ Location: Eden Prairie, Minnesota
  • Twitter: @fortraofficial
    2,773 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,784 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Banking
  • Company Size: 65% Large, 32% Medium

What Are Recent G2 Reviews of Tripwire Enterprise?

What Are G2 Users Discussing About Tripwire Enterprise?

PrivacyEngine

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

Average Rating: 4.7/5.0

Total Reviews: 84

How Do G2 Users Rate PrivacyEngine?

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

Who Is the Company Behind PrivacyEngine?

  • Seller: PrivacyEngine
  • Year Founded: 2013
  • HQ Location: Dublin, County Dublin
  • Twitter: @PrivacyEngineDP
    742 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    24 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Hospital & Health Care, Information Technology and Services
  • Company Size: 51% Medium, 29% Small

What Do G2 Reviewers Say About PrivacyEngine?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the comprehensive and intuitive compliance management offered by PrivacyEngine, simplifying GDPR adherence significantly.
  • Users appreciate the intuitive dashboards and automated risk assessments of PrivacyEngine, enhancing GDPR compliance and user experience.
  • Users value the comprehensive compliance management features of PrivacyEngine, ensuring security and adaptability to regulations.
  • Users value the robust security features of PrivacyEngine, ensuring data protection and efficient compliance management.
  • Users value the superior security management of PrivacyEngine, enhancing compliance and protecting sensitive data effectively.
Cons
  • Users find the learning curve steep, with challenges in comprehension and overwhelming features for newcomers.
  • Users suggest improving the user interface for a better experience, especially for new users navigating the system.
  • Users feel the feature limitations in PrivacyEngine hinder flexibility and complicate data management and reporting processes.
  • Users feel that improvement is needed in the user interface and reporting features of PrivacyEngine for better customization.
  • Users find the navigation difficult, especially for newcomers who feel overwhelmed by the numerous features.

What Are Recent G2 Reviews of PrivacyEngine?

Onna

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

Average Rating: 4.3/5.0

Total Reviews: 22

How Do G2 Users Rate Onna?

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

Who Is the Company Behind Onna?

  • Seller: Reveal Data
  • Company Website:
  • Year Founded: 2009
  • HQ Location: Chicago, Illinois
  • Twitter: @RevealData
    728 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    483 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Legal Services
  • Company Size: 59% Large, 36% Medium

What Do G2 Reviewers Say About Onna?

AI-generated summary from verified user reviews

Pros
  • Users commend Onna's exceptional customer support, valuing their professionalism, collaboration, and tailored solutions to business needs.
  • Users appreciate the easy navigation of Onna, finding the interface intuitive and beneficial for investigations and compliance.
  • Users appreciate the efficiency of Onna's unified search, which significantly saves time during data retrieval and compliance reviews.
  • Users value Onna's seamless integrations with tools like Slack and Google Workspace, enhancing efficiency in investigations and reviews.
  • Users admire the exceptional onboarding experience at Onna, appreciating the team's professionalism and tailored support.
Cons
  • Users find the slow performance of Onna particularly frustrating when managing large datasets, impacting their workflows.
  • Users find Onna's pricing model to be expensive and unpredictable, especially for mid-sized teams needing additional data or features.
  • Users find the initial setup and configuration challenging, especially without guided support, impacting efficiency and customization.
  • Users find the insufficient training challenging, making initial setup and integrations feel overly technical and time-consuming.
  • Users face integration issues due to technical setup and manual syncing, hindering efficiency in fast-paced work environments.

What Are Recent G2 Reviews of Onna?

Responsum

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

Average Rating: 4.7/5.0

Total Reviews: 18

How Do G2 Users Rate Responsum?

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

Who Is the Company Behind Responsum?

  • Seller: Responsum
  • Company Website:
  • Year Founded: 2020
  • HQ Location: Zaventem, BE
  • Twitter: @RESPONSUM14
    3 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    34 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 94% Medium, 39% Small

What Do G2 Reviewers Say About Responsum?

AI-generated summary from verified user reviews

Pros
  • Users find Responsum's ease of use remarkable, simplifying GDPR compliance for both experts and non-experts alike.
  • Users commend the user-friendly compliance tools of Responsum, making GDPR adherence efficient and accessible for all.
  • Users appreciate the intuitive interface of Responsum, making it accessible and efficient for real-world business needs.
  • Users appreciate the strong security measures provided by Responsum, enabling efficient GDPR compliance and user-friendliness.
  • Users value the user-friendly compliance management of Responsum, simplifying GDPR compliance for non-experts and enhancing efficiency.
Cons
  • Users note a steep learning curve with advanced features, requiring additional time for effective setup and customization.
  • Users note that the requirement for expertise complicates initial use, especially for those unfamiliar with privacy regulations.
  • Users note the expertise required for mastering ROPA can hinder those without privacy experience from effective utilization.
  • Users find the complexity of the ROPA module challenging, particularly for those inexperienced in privacy compliance.
  • Users find the customization difficulty challenging, especially with advanced automation rules and niche regulatory templates.

What Are Recent G2 Reviews of Responsum?

Secuvy

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

Average Rating: 4.5/5.0

Total Reviews: 25

How Do G2 Users Rate Secuvy?

  • Structure type: 9.2/10 (Category avg: 8.9/10)
  • Reporting: 9.2/10 (Category avg: 8.9/10)
  • Contextual search: 9.6/10 (Category avg: 8.8/10)
  • Ease of Use: 8.7/10 (Category avg: 8.9/10)

Who Is the Company Behind Secuvy?

  • Seller: Secuvy
  • Year Founded: 2019
  • HQ Location: San Ramon, CA
  • LinkedIn® Page: www.linkedin.com
    45 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 48% Small, 40% Medium

What Do G2 Reviewers Say About Secuvy?

AI-generated summary from verified user reviews

Pros
  • Users value Secuvy's robust security features that ensure comprehensive protection against external threats and automated responses.
  • Users commend Secuvy's excellent data security, reporting fewer incidents and robust protection for sensitive information.
  • Users appreciate the expertise in data management of Secuvy, making data security and privacy effortless and reliable.
  • Users appreciate the automated classification feature of Secuvy, enhancing data security and simplifying threat management.
  • Users appreciate the reliable data privacy and security features of Secuvy, enhancing their protection for sensitive data.
Cons
  • Users find the difficult setup of Secuvy requires significant technical expertise and a steep learning curve.
  • Users find the learning difficulty significant, particularly for beginners with its complicated setup and limited features.
  • Users find the complex setup process challenging, requiring extra support and time for integration.
  • Users face a steep learning curve with Secuvy, particularly beginners struggling to navigate initial setup and features.
  • Users experience a learning curve during setup, making the initial integration and configuration time-consuming.

What Are Recent G2 Reviews of Secuvy?

Spectrum Discovery

Spectrum Discovery, a powerful predictive analytics solution, helps create a clear picture of your client and identify areas rife with opportunity - and it does it in 3D.

Average Rating: 4.5/5.0

Total Reviews: 12

How Do G2 Users Rate Spectrum Discovery?

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

Who Is the Company Behind Spectrum Discovery?

  • Seller: Precisely
  • HQ Location: Burlington, Massachusetts
  • Twitter: @PreciselyData
    3,963 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,046 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 42% Medium

What Do G2 Reviewers Say About Spectrum Discovery?

AI-generated summary from verified user reviews

Pros
  • Users find Spectrum Discovery to be a great data management tool for effectively handling educator and student data.
  • Users appreciate the data management capabilities of Spectrum Discovery, effectively handling both educator and student data.

What Are Recent G2 Reviews of Spectrum Discovery?

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: 4.4/5.0

Total Reviews: 22

How Do G2 Users Rate Thales CipherTrust Data Security Platform?

  • Ease of Use: 8.0/10 (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: Information Technology and Services, Financial 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?

Gamma

Gamma.AI is an AI powered cloud data discovery, data classification and data loss prevention platform.

Average Rating: 4.6/5.0

Total Reviews: 8

How Do G2 Users Rate Gamma?

  • Structure type: 8.9/10 (Category avg: 8.9/10)
  • Reporting: 8.8/10 (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 Gamma?

  • Seller: Gamma
  • Year Founded: 2025
  • HQ Location: San Jose, US
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 63% Small, 50% Medium

What Do G2 Reviewers Say About Gamma?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the compliance management of Gamma, effectively ensuring GDPR adherence while securing sensitive customer information.
  • Users value Gamma for its efficient data classification, enhancing GDPR compliance and securing sensitive customer information.
  • Users value Gamma for its effective data protection, aiding in compliance with GDPR and securing sensitive information.
  • Users find Gamma to be super easy to implement, enabling quick creation of resources within minutes.
  • Users find the easy integrations with Gamma enable quick implementation for various client and candidate resources.
Cons
  • Users find the lengthy setup process to be time consuming, but it ultimately leads to significant time savings.
  • Users find the setup process time-consuming, although it ultimately saves time in the long run.

What Are Recent G2 Reviews of Gamma?

Immuta

Immuta enables organizations to unlock value from their cloud data by protecting it and providing secure access. The Immuta Data Security Platform provides sensitive data discovery, security and access control, data activity monitoring, and has deep integrations with the leading cloud data platforms. Immuta is now trusted by Fortune 500 companies and government agencies around the world to secure their data. Founded in 2015, Immuta is headquartered in Boston, MA.

Average Rating: 4.3/5.0

Total Reviews: 15

How Do G2 Users Rate Immuta?

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

Who Is the Company Behind Immuta?

  • Seller: Immuta
  • Year Founded: 2015
  • HQ Location: Boston, Massachusetts
  • Twitter: @immuta
    38,102 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    192 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 67% Large, 20% Medium

What Are Recent G2 Reviews of Immuta?

What Are G2 Users Discussing About Immuta?

Trellix Database Security

Maximum data security, minimal impact on hardware resources

Average Rating: 4.3/5.0

Total Reviews: 33

How Do G2 Users Rate Trellix Database Security?

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

Who Is the Company Behind Trellix Database Security?

  • Seller: Trellix
  • Year Founded: 2004
  • HQ Location: Plano, TX
  • Twitter: @Trellix
    241,168 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,811 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 36% Small, 33% Large

What Are Recent G2 Reviews of Trellix Database Security?

Accelario

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

Average Rating: 4.8/5.0

Total Reviews: 30

How Do G2 Users Rate Accelario?

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

Who Is the Company Behind Accelario?

  • Seller: Accelario
  • Year Founded: 2017
  • HQ Location: New York NY
  • Twitter: @Accelario2
    33 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    18 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 43% Medium, 40% Small

What Do G2 Reviewers Say About Accelario?

AI-generated summary from verified user reviews

Pros
  • Users praise Accelario for its ease of use, highlighting its user-friendly interface and seamless integration with existing systems.
  • Users value the efficiency of Accelario, significantly reducing deployment time and enhancing productivity in data management.
  • Users value Accelario for its time-saving automation, which enhances productivity and optimizes the data lifecycle efficiently.
  • Users appreciate Accelario's automation capabilities, which enhance speed, security, and efficiency in test data management.
  • Users value Accelario for its efficient test data management, significantly enhancing speed and compliance in their workflows.
Cons
  • Users find the learning curve challenging, but acknowledge it leads to greater security and efficiency after initial effort.
  • Users find the pricing expensive, making it a concern for smaller organizations despite its effectiveness for larger enterprises.
  • Users find the integration issues with Accelario to be complex and time-consuming, impacting their overall experience.
  • Users find that Accelario's customization options are limited, particularly for managing complex data workflows effectively.
  • Users find the setup and database integration complex, leading to time-consuming processes that hinder efficiency.

What Are Recent G2 Reviews of Accelario?

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