Best Data-Centric Security Software - Page 5

How Many Data-Centric Security Software Products Does G2 Track?

Total Products under this Category: 79

Category Stats (Oct 2026)

  • Average Rating: 4.51/5 (↑0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Thales CipherTrust Data Security Platform (+2.29%) - Among all products in this category, Thales CipherTrust Data Security Platform recorded the largest rating increase compared to last month

Last updated: October 20, 2026

How Does G2 Rank Data-Centric Security Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,600+ Authentic Reviews
  • 79+ 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 Data-Centric Security Software

G2 Grid® for Data-Centric Security Software plotting products by satisfaction and market presence

Highlighted products: Egnyte, Varonis Data Security Platform, Virtru Secure Share, Kiteworks, Thales CipherTrust Data Security Platform, CrowdStrike Falcon Data Protection, Cyera, and Entro Security.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-centric-security/grids.json?focus%5B%5D=egnyte&focus%5B%5D=varonis-data-security-platform&focus%5B%5D=virtru-secure-share&focus%5B%5D=kiteworks&focus%5B%5D=thales-ciphertrust-data-security-platform&focus%5B%5D=crowdstrike-falcon-data-protection&focus%5B%5D=cyera&focus%5B%5D=entro-security)

IBM Guardium Data Security Center

IBM Guardium Data Security Center is a comprehensive solution designed to protect sensitive data across its entire lifecycle, addressing both current and emerging threats, including those associated with artificial intelligence (AI and quantum computing. By offering a unified platform, it enables organizations to manage data security vulnerabilities and risks effectively, ensuring compliance with evolving regulations. The solution empowers security teams to collaborate seamlessly, providing integrated workflows and a centralized view of data assets, thereby enhancing the organization's overall security posture. Key Features and Functionality: - Unified Data Protection: Offers a holistic view of data assets, allowing security teams to monitor, detect, and respond to risks while managing data governance and AI security posture. - Generative AI Capabilities: Incorporates AI-driven tools to generate risk summaries, enhancing the productivity of security professionals in managing data security challenges. - AI Security: Includes IBM Guardium AI Security, which helps protect AI deployments from vulnerabilities and unauthorized models ("shadow AI" by ensuring robust governance for sensitive AI models and data. - Quantum-Safe Protection: Features IBM Guardium Quantum Safe, designed to safeguard encrypted data against potential future quantum-based cyber threats by leveraging post-quantum cryptography developed by IBM Research. - Comprehensive Compliance Management: Simplifies compliance needs by automating policy enforcement and monitoring data activity, facilitating adherence to industry standards like GDPR, HIPAA, and PCI DSS. Primary Value and Problem Solved: IBM Guardium Data Security Center addresses the critical need for organizations to protect their sensitive data amidst the complexities of hybrid cloud environments, AI integration, and the advent of quantum computing. By providing a unified platform that integrates data monitoring, governance, detection, response, and cryptographic management, it enables organizations to proactively manage and mitigate data security risks. This comprehensive approach not only enhances the organization's security posture but also ensures compliance with evolving regulatory requirements, thereby reducing potential liabilities and safeguarding the organization's reputation.

Who Is the Company Behind IBM Guardium Data Security Center?

  • Seller: IBM
  • 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®
  • Ownership: SWX:IBM

IPVault Pro: IP-safe AI for confidential work, script, patent, etc

Use AI without teaching it your work. IP-safe AI for confidential work. Your script, patent, or business plan is masked, split into shuffled pieces across several AI models, no single AI ever sees more than 20% of it, real names never leave your vault, and nothing trains AI. Verifiable. IPVault lets writers, inventors, founders, and law firms use AI on confidential documents — scripts, patents, business plans, trade secrets without teaching AI their ideas. Here's how: your work is locked in your vault with AES-256 encryption. Names, companies, amounts, and formulas are replaced with one-time codes (the code book never leaves your vault). The document is split into small shuffled pieces, and each AI model and each AI company across all its models receives less than 20% of them, out of order, with codes in place. No AI can tell that two pieces mention the same person or secret. The answers reassemble in your browser with your real names restored. Your most sensitive lines can be held back completely and at the Air Gap level, nothing is sent at all. Every promise is verifiable in the product: open any project to see the map of exactly what was shared, the measured percentage each provider received, and a tamper-evident audit log. Your combined result is never stored unless you choose to save it, and you can permanently delete everything at any time. Built for the people whose work is the asset: screenwriters and novelists, patent attorneys and inventors, founders with unreleased strategy, and law firms handling privileged material. **Categories/tags:** AI Privacy · Data Security · Confidential Computing · Legal AI · Writing Tools · IP Protection **List as an alternative to:** (position against behavior, not products) "ChatGPT for confidential documents" · private AI tools like PrivateGPT, Venice.ai, Duck.ai

Who Is the Company Behind IPVault Pro: IP-safe AI for confidential work, script, patent, etc?

Klarytee

Who Is the Company Behind Klarytee?

  • Seller: Klarytee
  • Year Founded: 2006
  • HQ Location: Tel Aviv-Yafo, Tel Aviv District, Israel
  • LinkedIn® Page: www.linkedin.com
    7,506 employees on LinkedIn®

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Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

Marshal

Marshal is the Managed Agent Operations company that builds and runs custom AI agents for small business. We're the execution layer between frontier AI and business operations.

Who Is the Company Behind Marshal?

  • Seller: Marshal
  • Year Founded: 2024
  • HQ Location: NYC Metro Area, US
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Myota

Who Is the Company Behind Myota?

NetApp Ransomware Resilience

NetApp Ransomware Resilience includes native capabilities for ransomware defense and manages relevant ONTAP features, including ARP/AI and other NetApp Data Services, to deliver a comprehensive ransomware defense for ONTAP (file and volume) - all from a single control plane. With Ransomware Resilience, organizations can avoid data loss, limit downtime, and minimize business disruptions.

Who Is the Company Behind NetApp Ransomware Resilience?

  • Seller: NetApp
  • Year Founded: 1992
  • HQ Location: Sunnyvale, California
  • Twitter: @NetApp
    118,015 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12,706 employees on LinkedIn®
  • Ownership: NASDAQ

NextLabs

Who Is the Company Behind NextLabs?

  • Seller: NextLabs
  • Year Founded: 2004
  • HQ Location: San Mateo, California, United States
  • Twitter: @nextlabs
    402 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    213 employees on LinkedIn®

Nextlabs CloudAz

At NextLabs, we empower intelligent enterprises by providing industry-leading zero trust security solutions to protect business-critical data and applications everywhere. While traditional methods focus primarily on securing the network perimeter, often critical data and applications are left exposed, vulnerable to both external breaches and internal misuse. By employing a zero trust, data-centric security strategy, we go beyond mere perimeter defense. We provide robust protection directly around your most vital data, ensuring its safety no matter where it resides or is shared. In doing so, we enable organizations to harness the power of advanced technology, drive decisions through data-centric analytics, and foster secure collaboration. At the core of NextLabs’ approach is our unified zero trust policy platform and dynamic authorization policy engine— areas in which we advance new innovations in data-centric security. We proudly hold over 90 patents along with 30 pending patents in both the United States and Europe that are designed to automate least privilege access and safeguard information sharing. In the policy platform, data governance, compliance, and security policies are digitized and stored as centrally managed, attribute-based policies. During access attempts, policy enforcer working with the policy engine employ the identity centric Attribute-Based Access Control (ABAC) method to protect data in real-time, evaluating and authorizing access based on user, device, resource and contextual attributes. With the centralized policy platform, organizations can easily manage security rules to control access and protect data anywhere, defining what data to protect, who can access what data, and what actions are permissible. Centralized policy management along with the enforcement of security policies, allowing organizations to safeguard data across diverse systems beyond network boundaries. Moving beyond manual and often siloed security controls, organizations will be able to unify the access control process and reduce the number of desperate policies to proactively prevent breaches before they happen. The policy platform includes a central activity log, making it easy to monitor, track, and report any risky access activities. This not only streamlines compliance reporting but also helps in strengthening security measures. NextLabs offers an extensive set of out-of-the-box policy enforcers to protect data in use, at rest, and in motion seamlessly for 100s of the leading enterprise applications and cloud services including ERP, PLM, CRM, ECM, DBMS, CAD, Big Data, BI, and many more. The comprehensive SDKs, REST APIs, and flexible application integration framework allow for rapid and no code integration with any applications, identity providers and attribute sources. As a result, companies can integrate their custom and third-party applications into NextLabs' policy platform and policy engine easily in addition to the commercial off-the-shelf (COTS) applications and cloud services.

Who Is the Company Behind Nextlabs CloudAz?

  • Seller: NextLabs
  • Year Founded: 2004
  • HQ Location: San Mateo, California, United States
  • Twitter: @nextlabs
    402 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    213 employees on LinkedIn®

OPAQUE Platform

A governed environment where your teams can design, test, and deploy AI workflows over sensitive data: Design confidential RAG pipelines and agentic workflows using a visual canvas Bring your own workloads as containers from other AI frameworks Attach policies and guardrails to each workflow View execution results, policy enforcement outcomes, and audit evidence in one place

Who Is the Company Behind OPAQUE Platform?

  • Seller: Opaque
  • Year Founded: 2021
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    51 employees on LinkedIn®

PHEMI Health DataLab

The PHEMI Trustworthy Health DataLab is a unique, cloud-based, integrated big data management system that allows healthcare organizations to enhance innovation and generate value from healthcare data by simplifying the ingestion and de-identification of data with NSA/military-grade governance, privacy, and security built-in. Conventional products simply lock down data, PHEMI goes further, solving privacy and security challenges and addressing the urgent need to secure, govern, curate, and control access to privacy-sensitive personal healthcare information (PHI). This improves data sharing and collaboration inside and outside of an enterprise—without compromising the privacy of sensitive information or increasing administrative burden. Built on privacy-by-design principles, the software gives researchers, scientists, and clinicians faster access to more information while ensuring that they only see data on a need-to-know basis. Responsible data sharing and a governance framework facilitate compliance with privacy regulations. PHEMI Trustworthy Health DataLab can scale to any size of organization, is easy to deploy and manage, connects to hundreds of data sources, and integrates with popular data science and business analysis tools. For more information, visit https://www.phemi.com/ and follow us on Twitter @PHEMISystems, Linkedin, Youtube, and Facebook

Average Rating: 3.9/5.0

Total Reviews: 6

How Do G2 Users Rate PHEMI Health DataLab?

  • Ease of Use: 9.6/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 9.2/10)
  • Ease of Admin: 6.7/10 (Category avg: 8.7/10)

Who Is the Company Behind PHEMI Health DataLab?

  • Seller: PHEMI Systems
  • Year Founded: 2013
  • HQ Location: Vancouver, CA
  • Twitter: @PHEMIsystems
    744 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Large

What Are Recent G2 Reviews of PHEMI Health DataLab?

What Are G2 Users Discussing About PHEMI Health DataLab?

PK Protect Endpoint Manager

Your DLP tool monitors traffic and blocks external drives. That's fine, until a file gets copied to a SharePoint folder, emailed to a personal account, or saved to a laptop nobody flagged. The perimeter approach has a ceiling. PK Protect Endpoint Manager (PEM) works below it. PEM is an endpoint data security solution that automatically discovers sensitive data across desktops, laptops, servers, file shares, and Microsoft 365, then applies protection without waiting for a user to do the right thing. Policy-driven actions are enforced centrally and executed automatically. Users can't override them. What it does: PEM continuously scans endpoints for sensitive data including PII, PCI data, PHI, and custom data types. When it finds something, it acts based on your policy: encrypt, redact, classify, mask, move, quarantine, or delete. Protection travels with the data, so even if a file moves outside the organization, the security moves with it. Who it's built for: IT security teams, compliance officers, and data privacy leaders in regulated industries who need consistent, auditable protection across every endpoint in the enterprise without depending on employee behavior to enforce it. Where it's different from DLP: Traditional DLP solutions focus on egress. PEM secures the data itself. That means protection holds even when files are moved, copied, or shared, and even when credentials are compromised. Certificate-free, policy-based encryption keeps workflows intact without the overhead of traditional key management. Compliance support: PEM supports audit readiness for PCI DSS, HIPAA, GDPR, CCPA, GLBA, FISMA, and more, with centralized reporting and visibility into exactly which files are sensitive, who accessed them, and where. Trusted by 21 of the top 25 U.S. commercial banks and deployed across hundreds of thousands of endpoints worldwide.

Who Is the Company Behind PK Protect Endpoint Manager?

  • Seller: PKWARE
  • Year Founded: 1986
  • HQ Location: Milwaukee, WI
  • Twitter: @PKWARE
    1,122 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    162 employees on LinkedIn®

PK Protect For z/OS

IBM Z is the most secure computing platform on the planet. The problem is not what happens to your data on the mainframe. The problem is what happens when it leaves. When z/OS production data gets copied to development, test, cloud, or analytics environments, IBM's Pervasive Encryption no longer applies. That data is exposed. In most organizations it has been accumulating that way for decades, with no clear picture of what sensitive data exists, where it moved, or whether it is protected. PK Protect for z/OS closes that gap. As an IBM Partner Plus with four decades of mainframe expertise, PKWARE delivers the only solution purpose-built to discover and protect sensitive data on IBM Z, in motion and at rest, whether or not it stays on the mainframe. What it does: PK Protect for z/OS automatically discovers sensitive data across VSAM clusters, sequential, partitioned, and tape data sets using your own application data definitions and copybooks for maximum accuracy. The entire discovery process runs on the mainframe, with no copies left behind and sensitive data staying 100% on-premises. Persistent encryption travels with data as it moves out of z/OS, so protection holds regardless of where the data lands SchemaLink Technology: PK Protect for z/OS includes SchemaLink, which provides discovery support for z/OS datasets with or without copybooks. It is the only solution in the industry that delivers this level of flexibility for mainframe data structures, eliminating manual mapping and dramatically reducing discovery time. Who it's built for: Mainframe security, compliance, and modernization teams at large enterprises in financial services, insurance, government, and healthcare who need accurate visibility into decades of accumulated z/OS data and persistent protection that follows data beyond the mainframe. Compliance and modernization: Supports PCI DSS, HIPAA, GDPR, GLBA, and FISMA with automated reporting and SBOM generation to accelerate audits. Protects sensitive data throughout modernization initiatives as workloads migrate to cloud and hybrid environments. In one risk assessment, PK Protect scanned 504 million VSAM records and found that 88% contained vulnerable sensitive data.

Who Is the Company Behind PK Protect For z/OS?

  • Seller: PKWARE
  • Year Founded: 1986
  • HQ Location: Milwaukee, WI
  • Twitter: @PKWARE
    1,122 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    162 employees on LinkedIn®

QuProtect

QuSecure offers QuProtect (Web App Security + Network Security), the worlds first post quantum cryptographic (PQC) security solution that enables government and enterprise businesses to address their post quantum cryptography business and technology challenges. This Post Quantum Cyber solution enables organizations to integrate, deploy, and evaluate post quantum cryptographic solutions that suit their unique infrastructure environments. With QuProtect Web App Security + Network Security, organizations can realize the rare opportunity for first mover market advantage and become cyber security leaders. Ready today, QuProtect provides valuable protection and differentiation across industries.

Who Is the Company Behind QuProtect?

  • Seller: QuSecure
  • Year Founded: 2019
  • HQ Location: San Mateo, US
  • Twitter: @qusecure
    415 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    67 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium
Lauren Worth
LW
Researched and written by Lauren Worth
Updated October 3, 2024