# Best Data-Centric Security Software *By [Lauren Worth](https://research.g2.com/insights/author/lauren-worth)* Data-centric security software focuses on securing the data itself, rather than the infrastructure or application used to store or access that data. This approach differs from a traditional network (or perimeter-centric) security approach, which focuses on protecting the locations where data is accessed or stored, such as servers, networks, applications, and devices. This software can be used to achieve a zero trust security model and safeguard data across complex IT environments, including cloud environments. Businesses use data-centric security solutions to protect data when it’s in transit, at rest, or in use. Core capabilities of data-centric security software include the discovery of sensitive data, policy management, access control, encryption, data obfuscation processes such as data masking, and monitoring data access and usage for suspicious behaviors. Additionally, these tools facilitate the labeling, tagging, and tracking of sensitive data points as well as auditing for security and compliance assurance. Certain functionalities of data-centric security tools may be similar to those of [data governance software](https://www.g2.com/categories/data-governance), mainly in terms of compliance and policy enforcement. While that is an important functionality, data-centric security tools are intended primarily for data lifecycle management rather than for data security. [Sensitive data discovery software](https://www.g2.com/categories/sensitive-data-discovery) is a subset of a broader functionality offered by data-centric security software and specializes in discovering sensitive data. To qualify for inclusion in the Data-Centric Security category, a product must: - Provide sensitive data discovery functionality - Support data classification with the tagging and auditing of sensitive information - Enforce access control policies for sensitive information - Offer encryption for data at rest and in transit - Monitor for abnormalities related to information access and user behavior ## How Many Data-Centric Security Software Products Does G2 Track? **Total Products under this Category:** 64 ## How Does G2 Rank Data-Centric Security Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 2,400+ Authentic Reviews - 64+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## Which Data-Centric Security Software Is Best for Your Use Case? - **Leader:** [Egnyte](https://www.g2.com/products/egnyte/reviews) - **Highest Performer:** [Entro Security](https://www.g2.com/products/entro-security/reviews) - **Easiest to Use:** [Egnyte](https://www.g2.com/products/egnyte/reviews) - **Top Trending:** [Kiteworks](https://www.g2.com/products/kiteworks/reviews) - **Best Free Software:** [Egnyte](https://www.g2.com/products/egnyte/reviews) --- **Sponsored** ### Cyera Cyera is the world’s leading AI-native data security platform. Its platform gives organizations a complete view of where their data lives, how it’s used, and how to keep it safe, so they can reduce risk and unlock the full value of their data, wherever it is. Backed by more than $1.3 billion in funding from top-tier investors including Accel, Coatue, Cyberstarts, Georgian, Lightspeed, and Sequoia, Cyera’s unified data security platform helps businesses discover, secure, and leverage their most valuable asset - data - and eliminate blind spots, cut alert noise, and protect sensitive information across the cloud, SaaS, databases, AI ecosystems, and on-premise environments. Recent innovations like Cyera’s Omni DLP extend this platform with adaptive, AI-native data loss protection, bringing real-time intelligence and contextual understanding to how data moves and is used across the enterprise. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1862&secure%5Bdisplayable_resource_id%5D=1862&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1862&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1214164&secure%5Bresource_id%5D=1862&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-centric-security&secure%5Btoken%5D=086184065f6744d8ce270aba3f51444160fd214b5376dc984d67abbe7461d540&secure%5Burl%5D=https%3A%2F%2Fwww.cyera.com%2Fdemo%3Futm_medium%3Dreferral%26utm_source%3Dg2&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Data-Centric Security Software Products in 2026? ### 1. [Egnyte](https://www.g2.com/products/egnyte/reviews) Egnyte combines the power of cloud content management, data security, and AI into one intelligent content platform. More than 22,000 customers trust Egnyte to improve employee productivity, automate business processes, and safeguard critical data, in addition to offering specialized content intelligence and automation solutions across industries, including architecture, engineering, and construction (AEC), life sciences, and financial services. **Average Rating:** 4.5/5.0 **Total Reviews:** 1,132 **How Do G2 Users Rate Egnyte?** - **Ease of Use:** 9.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.2/10) - **Ease of Admin:** 9.0/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Who Is the Company Behind Egnyte?** - **Seller:** [Egnyte](https://www.g2.com/sellers/egnyte) - **Company Website:** https://www.egnyte.com - **Year Founded:** 2008 - **HQ Location:** Mountain View, CA - **Twitter:** @Egnyte (16,152 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1015589/ (1,293 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Project Manager, Owner - **Top Industries:** Construction, Marketing and Advertising - **Company Size:** 44% Small-Business, 38% Mid-Market #### What Are Egnyte's Pros and Cons? **Pros:** - Ease of Use (120 reviews) - File Sharing (70 reviews) - Easy Sharing (53 reviews) - Security (46 reviews) - Easy Access (45 reviews) **Cons:** - Expensive (21 reviews) - File Management (18 reviews) - Limited Features (13 reviews) - User Difficulty (13 reviews) - Lacking Features (12 reviews) ### 2. [Varonis Data Security Platform](https://www.g2.com/products/varonis-data-security-platform/reviews) Varonis secures AI and the data that powers it. The Varonis platform gives organizations automated visibility and control over their critical data wherever it lives and ensures safe and trustworthy AI from code to runtime. Backed by 24x7x365 managed detection and response, Varonis gives thousands of organizations worldwide the confidence to adopt AI, reduce data exposure, and stop AI-powered threats. **Average Rating:** 4.6/5.0 **Total Reviews:** 72 **How Do G2 Users Rate Varonis Data Security Platform?** - **Ease of Use:** 8.2/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.3/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Who Is the Company Behind Varonis Data Security Platform?** - **Seller:** [Varonis](https://www.g2.com/sellers/varonis) - **Company Website:** https://www.varonis.com - **Year Founded:** 2005 - **HQ Location:** New York, US - **Twitter:** @varonis (6,395 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/varonis (2,729 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Financial Services, Retail - **Company Size:** 67% Enterprise, 29% Mid-Market #### What Are Varonis Data Security Platform's Pros and Cons? **Pros:** - Security (22 reviews) - Data Protection (21 reviews) - Detailed Analysis (19 reviews) - Features (19 reviews) - Ease of Use (18 reviews) **Cons:** - Complexity (18 reviews) - Learning Curve (10 reviews) - Learning Difficulty (10 reviews) - Expensive (8 reviews) - Setup Difficulty (8 reviews) ### 3. [Kiteworks](https://www.g2.com/products/kiteworks/reviews) Kiteworks’ mission is to empower organizations to effectively manage risk in every send, share, receive, and save of sensitive content. To this end, we created a platform that delivers content governance, compliance, and protection to customers. The platform unifies, tracks, controls, and secures sensitive content moving within, into, and out of their organization, significantly improving risk management and ensuring regulatory compliance on all sensitive content communications. Any professional or organization who sends, shares, receives or saves sensitive content should govern and protect it with Kiteworks. It’s as simple as that. With Kiteworks, CIOs and CISOs gain complete visibility, compliance and control over IP, PII, PHI, and other sensitive content across all 3rd party communication channels, including email, file sharing, mobile, enterprise apps, web portals, SFTP, and MFT. When users click the Kiteworks button, they know it’s the safe, secure way to share sensitive information with the outside world. With on-premise, private cloud, hybrid and FedRAMP deployment options, the Kiteworks platform provides the security and governance CISOs need to protect their organizations, mitigate risk, and adhere to rigorous compliance regulations such as NIST 800-171, HIPAA, SOX, GDPR, GLBA, FISMA, and others. **Average Rating:** 4.4/5.0 **Total Reviews:** 117 **How Do G2 Users Rate Kiteworks?** - **Ease of Use:** 8.9/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.0/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.3/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Who Is the Company Behind Kiteworks?** - **Seller:** [Kiteworks](https://www.g2.com/sellers/kiteworks) - **Year Founded:** 1999 - **HQ Location:** Palo Alto, CA - **Twitter:** @Kiteworks (3,458 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/33337/ (363 employees on LinkedIn®) - **Phone:** 650-485-4300 **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 25% Small-Business, 21% Enterprise #### What Are Kiteworks's Pros and Cons? **Pros:** - Security (98 reviews) - Secure Sharing (74 reviews) - Protection (67 reviews) - Secure Communication (64 reviews) - Secure File Sharing (64 reviews) **Cons:** - Complex Usability (60 reviews) - Complexity (51 reviews) - Poor Interface Design (45 reviews) - UX Improvement (43 reviews) - Poor UI Design (42 reviews) ### 4. [Virtru Secure Share](https://www.g2.com/products/virtru-secure-share/reviews) Virtru Secure Share is a cloud-native secure file transfer solution designed to simplify sharing sensitive documents. Advanced encryption, customizable access controls, and complete data visibility ensure a seamless and secure user experience. Users maintain full control over their data, with the ability to revoke access at any time—providing peace of mind when sharing sensitive information such as intellectual property, personally identifiable information (PII), personal healthcare information (PHI), and other regulated data. Accessible via any web browser or integrated with popular business applications like Google Drive, Zendesk, and Confluence, Virtru Secure Share delivers robust file protection wherever your files are shared. **Average Rating:** 4.3/5.0 **Total Reviews:** 112 **How Do G2 Users Rate Virtru Secure Share?** - **Ease of Use:** 8.7/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.9/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Who Is the Company Behind Virtru Secure Share?** - **Seller:** [Virtru](https://www.g2.com/sellers/virtru) - **Company Website:** https://virtru.com - **Year Founded:** 2012 - **HQ Location:** Washington, DC - **Twitter:** @virtruprivacy (1,794 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/virtru/ (229 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Hospital & Health Care, Financial Services - **Company Size:** 43% Mid-Market, 31% Small-Business #### What Are Virtru Secure Share's Pros and Cons? **Pros:** - Security (66 reviews) - Ease of Use (62 reviews) - Secure Sharing (51 reviews) - File Sharing (41 reviews) - Data Protection (29 reviews) **Cons:** - Access Limitations (21 reviews) - Email Issues (20 reviews) - Not User-Friendly (14 reviews) - Email Encryption Issues (13 reviews) - Access Issues (12 reviews) ### 5. [CrowdStrike Falcon Data Protection](https://www.g2.com/products/crowdstrike-falcon-data-protection/reviews) SecureCircle delivers a SaaS-based cybersecurity service that extends Zero Trust security to data on the endpoint. At SecureCircle, we believe frictionless data security drives business value for our customers. End users operate without obstacles, while data is continuously secured against breaches and insider threats. Instead of relying on complex reactive measures, we simply secure data persistently in transit, at rest, and even in use. **Average Rating:** 4.6/5.0 **Total Reviews:** 15 **How Do G2 Users Rate CrowdStrike Falcon Data Protection?** - **Ease of Use:** 8.7/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.2/10) - **Ease of Admin:** 9.0/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 1.7/10 (Category avg: 10/10) **Who Is the Company Behind CrowdStrike Falcon Data Protection?** - **Seller:** [CrowdStrike](https://www.g2.com/sellers/crowdstrike) - **Year Founded:** 2011 - **HQ Location:** Sunnyvale, CA - **Twitter:** @CrowdStrike (110,443 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2497653/ (11,258 employees on LinkedIn®) - **Ownership:** NASDAQ: CRWD **Who Uses This Product?** - **Company Size:** 53% Enterprise, 33% Mid-Market #### What Are CrowdStrike Falcon Data Protection's Pros and Cons? **Pros:** - Compliance (1 reviews) - Customization Features (1 reviews) - Encryption (1 reviews) - Monitoring (1 reviews) - Platform Compatibility (1 reviews) **Cons:** - Limited Features (1 reviews) - Policy Limitations (1 reviews) ### 6. [Satori Data Security Platform](https://www.g2.com/products/satori-data-security-platform/reviews) Satori is a Data Security Platform (DSP) that enables self-service data and analytics. Unlike the traditional manual data access process, with Satori, users have a personal data portal where they can see all available datasets and gain immediate access to them. Satori’s DSP dynamically applies the appropriate security and access policies, and the users get secure data access in seconds instead of weeks. Satori’s comprehensive DSP manages access, permissions, security, and compliance policies - all from a single console. Satori continuously discovers sensitive data across data stores and dynamically tracks data usage while applying relevant security policies. Satori enables data teams to scale effective data usage across the organization while meeting all data security and compliance requirements. **Average Rating:** 4.7/5.0 **Total Reviews:** 88 **How Do G2 Users Rate Satori Data Security Platform?** - **Ease of Use:** 9.2/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.8/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Who Is the Company Behind Satori Data Security Platform?** - **Seller:** [Commvault](https://www.g2.com/sellers/commvault) - **Company Website:** https://www.commvault.com - **Year Founded:** 1996 - **HQ Location:** Eatontown, New Jersey, United States - **Twitter:** @Commvault (64,759 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/163166/ (3,456 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Computer Software, Computer & Network Security - **Company Size:** 55% Mid-Market, 25% Enterprise #### What Are Satori Data Security Platform's Pros and Cons? **Pros:** - Ease of Use (16 reviews) - Security (14 reviews) - Access Control (13 reviews) - Data Protection (11 reviews) - Features (11 reviews) **Cons:** - Complexity (7 reviews) - Complexity Management (5 reviews) - Slow Performance (5 reviews) - Expensive (4 reviews) - Improvement Needed (4 reviews) ### 7. [Entro Security](https://www.g2.com/products/entro-security/reviews) Entro Security governs every AI agent, every non-human identity, and every action they take. As enterprises deploy autonomous AI at scale, Entro delivers the control plane they lack, discovering shadow AI, mapping MCP servers, and stopping agentic threats before they execute. From intent manipulation to rogue MCPs, Entro's AI Detection and Response (AIDR) secures the full lifecycle of agent-driven activity. With Agentic Governance Architecture (AGA), Entro enforces real-time policy, least-privilege access, and full accountability across all agents and NHIs, ensuring every action is visible, governed, and compliant. Trusted by Fortune 500 enterprises, Entro has received numerous acknowledgments and recognitions, including Gartner® Cool Vendor™ within months of founding, CRN Stellar Startup, KuppingerCole Rising Star, and Sinet16 innovation award. **Average Rating:** 4.8/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Entro Security?** - **Ease of Use:** 9.7/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10) - **Ease of Admin:** 9.6/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 2.1/10 (Category avg: 10/10) **Who Is the Company Behind Entro Security?** - **Seller:** [Entro Security](https://www.g2.com/sellers/entro-security) - **Company Website:** https://entro.security/ - **Year Founded:** 2022 - **HQ Location:** Cambridge, US - **LinkedIn® Page:** https://www.linkedin.com/company/entro-security (64 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 92% Enterprise, 8% Mid-Market #### What Are Entro Security's Pros and Cons? **Pros:** - Easy Integrations (5 reviews) - Monitoring (3 reviews) - Customer Support (2 reviews) - Data Detection (2 reviews) - Helpful (2 reviews) **Cons:** - Limited Features (2 reviews) - Complexity (1 reviews) - Policy Limitations (1 reviews) - Poor Customer Support (1 reviews) - Training Required (1 reviews) ### 8. [Sophos Intercept X](https://www.g2.com/products/sophos-sophos-intercept-x/reviews) Sophos Intercept X is a comprehensive endpoint security solution designed to protect organizations from a wide range of cyber threats. Utilizing advanced technologies such as deep learning and anti-exploit measures, it effectively detects and prevents both known and unknown malware, ransomware, and zero-day exploits. Managed through the cloud-based Sophos Central platform, Intercept X offers streamlined deployment and management, ensuring robust protection with minimal system impact. Key Features and Functionality: - Deep Learning Technology: Employs advanced machine learning to identify and block new and previously unseen malware without relying on traditional signatures. - Anti-Ransomware with CryptoGuard: Detects and halts malicious encryption processes, automatically restoring affected files to their original state to mitigate ransomware attacks. - Exploit Prevention: Blocks over 60 exploit techniques used by attackers to compromise systems, steal credentials, and distribute malware. - Behavioral Analysis: Monitors system behavior to identify and stop malicious activities, including fileless attacks that operate directly from memory. - Managed Threat Response (MTR): Provides 24/7 threat hunting, detection, and response services delivered by a team of Sophos experts. - Centralized Management: Offers a unified management console via Sophos Central, simplifying policy configuration, reporting, and alert management. Primary Value and User Benefits: Sophos Intercept X delivers a multi-layered defense strategy that addresses the evolving landscape of cyber threats. By integrating deep learning and exploit prevention technologies, it proactively stops attacks before they can cause harm. The inclusion of CryptoGuard ensures that ransomware threats are neutralized, with automatic file restoration minimizing downtime and data loss. The MTR service adds an extra layer of security by providing continuous monitoring and expert intervention when necessary. With its centralized management through Sophos Central, organizations can efficiently oversee their security posture, ensuring comprehensive protection with reduced administrative overhead. **Average Rating:** 3.9/5.0 **Total Reviews:** 34 **How Do G2 Users Rate Sophos Intercept X?** - **Ease of Use:** 8.5/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.9/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 8.3/10 (Category avg: 10/10) **Who Is the Company Behind Sophos Intercept X?** - **Seller:** [Sophos](https://www.g2.com/sellers/sophos) - **Year Founded:** 1985 - **HQ Location:** Oxfordshire - **Twitter:** @Sophos (36,787 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5053/ (5,561 employees on LinkedIn®) - **Ownership:** LSE:SOPH **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 53% Mid-Market, 29% Small-Business #### What Are Sophos Intercept X's Pros and Cons? **Pros:** - Ease of Use (3 reviews) - Encryption (3 reviews) - Threat Protection (3 reviews) - Cybersecurity (2 reviews) - Efficiency (2 reviews) **Cons:** - Complex Setup (1 reviews) - Installation Issues (1 reviews) - Poor Documentation (1 reviews) - Poor Interface Design (1 reviews) - UX Improvement (1 reviews) ### 9. [Virtru Email Encryption](https://www.g2.com/products/virtru-email-encryption/reviews) Secure data directly from your inbox with Virtru. Users can easily encrypt emails and attachments with just one click, protecting sensitive data such as personally identifiable information (PII), intellectual property, and other regulated information. Seamlessly integrating with platforms like Gmail and Microsoft Outlook, Virtru empowers organizations to meet compliance requirements for HIPAA, GDPR, CJIS, CMMC 2.0, ITAR and other data privacy regulations, without disrupting existing workflows. Virtru provides full control over email content even after it’s been sent. Users can set expiration dates, revoke access, and track where emails are shared, ensuring total visibility and control over sensitive information. With granular access control and audit trails, Virtru simplifies data protection for enterprises and small businesses alike. Ideal for industries such as healthcare, financial services, government, and education, Virtru empowers your teams to confidently share sensitive information without sacrificing security. **Average Rating:** 4.4/5.0 **Total Reviews:** 403 **How Do G2 Users Rate Virtru Email Encryption?** - **Ease of Use:** 9.1/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.9/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Who Is the Company Behind Virtru Email Encryption?** - **Seller:** [Virtru](https://www.g2.com/sellers/virtru) - **Company Website:** https://virtru.com - **Year Founded:** 2012 - **HQ Location:** Washington, DC - **Twitter:** @virtruprivacy (1,794 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/virtru/ (229 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Administrative Assistant, IT Manager - **Top Industries:** Hospital & Health Care, Health, Wellness and Fitness - **Company Size:** 45% Mid-Market, 37% Small-Business #### What Are Virtru Email Encryption's Pros and Cons? **Pros:** - Ease of Use (80 reviews) - Security (78 reviews) - Encryption (66 reviews) - Email Encryption (56 reviews) - Secure Communication (45 reviews) **Cons:** - Email Issues (55 reviews) - Email Encryption Issues (44 reviews) - Access Issues (29 reviews) - Encryption Issues (26 reviews) - Access Limitations (20 reviews) ### 10. [Securiti](https://www.g2.com/products/securiti/reviews) Securiti is the pioneer of the DataAI Command Center, a centralized platform that enables the safe use of data and GenAI. It provides unified data intelligence, controls and orchestration across hybrid multicloud environments. Large global enterprises rely on Securiti's Data Command Center for data security, privacy, governance, and compliance. Securiti has been recognized with numerous industry and analyst awards, including "Most Innovative Startup" by RSA, "Top 25 Machine Learning Startups" by Forbes, "Most Innovative AI Companies'' by CB Insights, "Cool Vendor in Data Security" by Gartner, and "Privacy Management Wave Leader'' by Forrester. For more information, please follow us on LinkedIn and visit Securiti.ai. **Average Rating:** 4.7/5.0 **Total Reviews:** 86 **How Do G2 Users Rate Securiti?** - **Ease of Use:** 8.6/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.9/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Who Is the Company Behind Securiti?** - **Seller:** [Veeam](https://www.g2.com/sellers/veeam) - **Company Website:** https://www.veeam.com - **Year Founded:** 2006 - **HQ Location:** Columbus, OH - **Twitter:** @veeam (51,565 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/veeam-software/ (7,230 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Retail - **Company Size:** 65% Enterprise, 14% Mid-Market #### What Are Securiti's Pros and Cons? **Pros:** - Ease of Use (38 reviews) - Customer Support (26 reviews) - Features (21 reviews) - Helpful (20 reviews) - Problem Solving (20 reviews) **Cons:** - Complexity (11 reviews) - Learning Curve (10 reviews) - Implementation Issues (9 reviews) - Complexity Issues (8 reviews) - Learning Difficulty (8 reviews) ### 11. [Microsoft Purview Information Protection](https://www.g2.com/products/microsoft-purview-information-protection/reviews) Microsoft Purview Information Protection is a comprehensive solution designed to help organizations discover, classify, label, and protect sensitive data across their digital estate. By integrating seamlessly with Microsoft 365 applications and services, it ensures that sensitive information is safeguarded, whether it's stored on-premises, in the cloud, or shared externally. This unified approach enables businesses to maintain compliance with regulatory requirements and protect their critical data assets effectively. Key Features and Functionality: - Built-in Capabilities: Offers native labeling and protection within Microsoft 365 apps and services, facilitating easy adoption without additional installations. - Intelligent Classifiers: Utilizes AI-powered classifiers and exact data match techniques to accurately identify and categorize sensitive information. - Unified Admin Portal: Provides a centralized platform to configure policies, manage data protection strategies, and view analytics across various environments, including on-premises file shares, Microsoft 365 apps, and devices. - Extensible Platform: Extends protection capabilities to popular non-Microsoft applications and services through a Software Development Kit (SDK), ensuring consistent data security across diverse platforms. Primary Value and Solutions Provided: Microsoft Purview Information Protection addresses the critical need for organizations to secure sensitive data amidst evolving regulatory landscapes and increasing data breaches. By automating data discovery and classification, it reduces manual efforts and minimizes human errors. The solution's integration with existing Microsoft 365 environments ensures a seamless user experience, promoting compliance without hindering productivity. Ultimately, it empowers organizations to protect their data proactively, maintain regulatory compliance, and build trust with stakeholders by safeguarding confidential information. **Average Rating:** 4.4/5.0 **Total Reviews:** 30 **How Do G2 Users Rate Microsoft Purview Information Protection?** - **Ease of Use:** 8.4/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.0/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Who Is the Company Behind Microsoft Purview Information Protection?** - **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft) - **Year Founded:** 1975 - **HQ Location:** Redmond, Washington - **Twitter:** @microsoft (13,115,342 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (227,697 employees on LinkedIn®) - **Ownership:** MSFT **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 50% Enterprise, 28% Mid-Market #### What Are Microsoft Purview Information Protection's Pros and Cons? **Pros:** - Ease of Use (2 reviews) - Easy Integrations (2 reviews) - Integrations (2 reviews) - Integration Support (2 reviews) - Affordable (1 reviews) **Cons:** - Difficult Setup (1 reviews) - Expensive (1 reviews) - File Management (1 reviews) - Improvement Needed (1 reviews) - Inadequate Reporting (1 reviews) ### 12. [DataStealth](https://www.g2.com/products/datastealth/reviews) DataStealth is a privately held cybersecurity company headquartered in Mississauga, Ontario, Canada. Certified as a Great Place to Work four years running, DataStealth serves enterprise organizations across regulated industries, including financial services, healthcare, and government. DataStealth provides a patented Data Security Platform (DSP) that discovers, classifies, and protects sensitive data in real time. Its agentless, in-line architecture applies encryption, dynamic masking, and format-preserving tokenization directly in network traffic, without code changes, agent installations, or downtime. Coverage spans legacy mainframes, multi-cloud, SaaS, and hybrid environments. DataStealth ensures raw sensitive data – e.g., PII, PHI, payment information – never reaches vulnerable systems, making it useless to attackers even during a breach. This simplifies compliance with PCI DSS, GDPR, and HIPAA while deploying in weeks, not quarters, shifting organizations from reactive perimeter defense to proactive data neutralization. **Average Rating:** 4.8/5.0 **Total Reviews:** 11 **How Do G2 Users Rate DataStealth?** - **Ease of Use:** 9.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.9/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Who Is the Company Behind DataStealth?** - **Seller:** [DataStealth](https://www.g2.com/sellers/datastealth) - **Company Website:** https://datastealth.io - **Year Founded:** 2018 - **HQ Location:** Mississauga, CA - **LinkedIn® Page:** https://www.linkedin.com/company/datastealth (77 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 64% Enterprise, 18% Mid-Market #### What Are DataStealth's Pros and Cons? **Pros:** - Compliance (6 reviews) - Customer Support (5 reviews) - Ease of Implementation (4 reviews) - Easy Integrations (4 reviews) - Setup Ease (4 reviews) **Cons:** - Complexity (3 reviews) - Expensive (1 reviews) - Installation Issues (1 reviews) - Integration Issues (1 reviews) ### 13. [ProLion](https://www.g2.com/products/prolion/reviews) ProLion offers powerful data protection solutions that safeguard critical storage and backup data, on premises or in the cloud. From ransomware protection that detects threats in real time to data transparency, our industry-leading solutions ensure your storage system remains secure, compliant, manageable, and accessible around the clock. **Average Rating:** 4.7/5.0 **Total Reviews:** 12 **How Do G2 Users Rate ProLion?** - **Ease of Use:** 9.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.9/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 0.8/10 (Category avg: 10/10) **Who Is the Company Behind ProLion?** - **Seller:** [ProLion](https://www.g2.com/sellers/prolion-3e039269-75fe-4184-a33f-09af768aa142) - **Year Founded:** 2013 - **HQ Location:** Wiener Neustadt, AT - **Twitter:** @ProLionOfficial (244 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/prolion-gmbh (74 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 58% Small-Business, 42% Mid-Market #### What Are ProLion's Pros and Cons? **Pros:** - Data Detection (2 reviews) - Data Protection (2 reviews) - Ease of Use (2 reviews) - Efficiency Optimization (2 reviews) - Security (2 reviews) **Cons:** - Difficult Setup (1 reviews) - Expensive (1 reviews) - Limited Features (1 reviews) - Service Reliability (1 reviews) - Slow Speed (1 reviews) ### 14. [Strac](https://www.g2.com/products/strac/reviews) Strac is a 1-stop shop for all things PII (Personally Identifiable Information). Strac is a Data Loss Prevention software that protects businesses from security and compliance risks by a) automatically detecting and redacting sensitive data across all communication channels like email, slack, zendesk, google drive, one drive, intercom, etc. and b) protecting sensitive data on front end apps and backend servers such that sensitive data never touches servers. Integrate with your SaaS apps in minutes, eliminate data leaks and be compliant with PCI, SOC 2, HIPAA, GDPR, CCPA. Strac's accurate machine learning models, real time notifications, unique redaction experience saves employees time and very productive. **Average Rating:** 4.9/5.0 **Total Reviews:** 28 **How Do G2 Users Rate Strac?** - **Ease of Use:** 9.7/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.9/10 (Category avg: 9.2/10) - **Ease of Admin:** 9.6/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Who Is the Company Behind Strac?** - **Seller:** [Strac](https://www.g2.com/sellers/strac) - **Year Founded:** 2021 - **HQ Location:** Bellevue, Washington - **Twitter:** @securewithstrac (86 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/securewithstrac/ (12 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Financial Services - **Company Size:** 50% Mid-Market, 50% Small-Business #### What Are Strac's Pros and Cons? **Pros:** - Data Protection (7 reviews) - Data Security (7 reviews) - Security (6 reviews) - Customer Support (5 reviews) - Ease of Use (5 reviews) **Cons:** - Authentication Issues (1 reviews) - Limited Features (1 reviews) - Login Issues (1 reviews) ### 15. [Fortra Data Classification](https://www.g2.com/products/fortra-data-classification/reviews) For organizations struggling with data visibility, a robust data classification solution is often the answer. Not all solutions are built the same, however, as many classification tools struggle to meet organizational requirements, whether because of a lack of schema or metadata, improper policy enforcement, excessive operational overhead, and more. As a result, organizations may find that the benefits of their classification solutions aren’t worth the cost and added complexity for their employees. Fortra Data Classification delivers straightforward classification capabilities with the flexibility to accommodate sophisticated compliance regulations and other unique business requirements. By offering customizable metadata fields and easily configurable schema values, our solution feeds downstream security tools like DSPM and DLP for more accurate policy enforcement, enables more consistent compliance, and delivers deeper visibility into where your data lives and how it moves. With Fortra Data Classification, organizations will experience reduced business friction, improved employee security awareness, and more informed decision-making power. **Average Rating:** 4.4/5.0 **Total Reviews:** 22 **How Do G2 Users Rate Fortra Data Classification?** - **Ease of Use:** 7.7/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.2/10) - **Ease of Admin:** 7.1/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Who Is the Company Behind Fortra Data Classification?** - **Seller:** [Fortra](https://www.g2.com/sellers/fortra) - **Company Website:** https://www.fortra.com/ - **Year Founded:** 1982 - **HQ Location:** Eden Prairie, Minnesota - **Twitter:** @fortraofficial (2,769 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/fortra (1,738 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 41% Enterprise, 36% Small-Business #### What Are Fortra Data Classification's Pros and Cons? **Pros:** - Data Protection (1 reviews) - Flexibility (1 reviews) - Integration Support (1 reviews) - Security (1 reviews) **Cons:** - Difficult Learning (1 reviews) ### 16. [Cyera](https://www.g2.com/products/cyera/reviews) Cyera is the world’s leading AI-native data security platform. Its platform gives organizations a complete view of where their data lives, how it’s used, and how to keep it safe, so they can reduce risk and unlock the full value of their data, wherever it is. Backed by more than $1.3 billion in funding from top-tier investors including Accel, Coatue, Cyberstarts, Georgian, Lightspeed, and Sequoia, Cyera’s unified data security platform helps businesses discover, secure, and leverage their most valuable asset - data - and eliminate blind spots, cut alert noise, and protect sensitive information across the cloud, SaaS, databases, AI ecosystems, and on-premise environments. Recent innovations like Cyera’s Omni DLP extend this platform with adaptive, AI-native data loss protection, bringing real-time intelligence and contextual understanding to how data moves and is used across the enterprise. **Average Rating:** 4.6/5.0 **Total Reviews:** 24 **How Do G2 Users Rate Cyera?** - **Ease of Use:** 9.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.8/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 9.3/10 (Category avg: 10/10) **Who Is the Company Behind Cyera?** - **Seller:** [Cyera](https://www.g2.com/sellers/cyera) - **Company Website:** https://www.cyera.com/ - **Year Founded:** 2021 - **HQ Location:** New York, New York, United States - **Twitter:** @GetEasyAudit (28 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cyera (1,332 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 46% Enterprise, 13% Mid-Market #### What Are Cyera's Pros and Cons? **Pros:** - Ease of Use (10 reviews) - Easy Setup (8 reviews) - Setup Ease (8 reviews) - Data Classification (6 reviews) - Data Protection (6 reviews) **Cons:** - Complexity (4 reviews) - Limited Features (4 reviews) - Complex Configuration (3 reviews) - Inadequate Reporting (3 reviews) - Limited Customization (3 reviews) ### 17. [Lightbeam](https://www.g2.com/products/lightbeam/reviews) LightBeam is an identity-centric data security solution that reduces breach risks, ransomware costs, and regulatory penalties by converging DSPM, privacy, and governance into a single AI-driven platform. Powered by patented Data Identity Graph technology, LightBeam discovers and maps sensitive data across structured, unstructured, and semi-structured sources—including shadow data—linking it to business context and human identities. This enables organizations to enforce governance policies, automate privacy workflows (DSR, RoPA, Consent), and reduce risk through precise redaction, archival, deletion, and access governance. LightBeam is based out of San Jose, California with the team spread across US, Canada, Europe and Asia. Learn how LightBeam helps with DSPM: https://www.lightbeam.ai/resources/blogs/what-is-data-security-posture-management-dspm-and-what-can-it-do-for-you **Average Rating:** 4.4/5.0 **Total Reviews:** 12 **How Do G2 Users Rate Lightbeam?** - **Ease of Use:** 9.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.3/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Who Is the Company Behind Lightbeam?** - **Seller:** [Lightbeam](https://www.g2.com/sellers/lightbeam) - **HQ Location:** San Jose, California - **Twitter:** @LightBeamAI (99 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/80052748 (77 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 42% Small-Business, 33% Enterprise #### What Are Lightbeam's Pros and Cons? **Pros:** - Automated Classification (4 reviews) - Automation (4 reviews) - Security (4 reviews) - Data Classification (3 reviews) - Data Privacy (3 reviews) **Cons:** - Bug Issues (1 reviews) - Bugs (1 reviews) - Complex Configuration (1 reviews) - Complexity (1 reviews) - Complexity Issues (1 reviews) ### 18. [SecuPi Platform](https://www.g2.com/products/secupi-platform/reviews) SecuPi helps enterprises protect and take control of their data, ensuring it is discovered, monitored, governed, and secured in a compliant way. The SecuPi Data Security Platform gives organizations clarity into where sensitive data lives, who is accessing it, and how it is being used. By unifying discovery, monitoring, access control, and enforcement into one consistent approach, SecuPi embeds security directly into business applications, analytics, cloud platforms, and AI workloads, so data remains protected at every stage: in motion, in use, and at rest. Trusted by Fortune 500 companies across financial services, insurance, telecom, retail, and beyond, SecuPi helps security and compliance leaders reduce risk, simplify regulatory demands, and accelerate digital transformation with confidence. **Average Rating:** 4.4/5.0 **Total Reviews:** 12 **How Do G2 Users Rate SecuPi Platform?** - **Ease of Use:** 8.1/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.2/10) - **Ease of Admin:** 7.3/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Who Is the Company Behind SecuPi Platform?** - **Seller:** [SecuPi](https://www.g2.com/sellers/secupi) - **Company Website:** https://www.secupi.com/ - **Year Founded:** 2014 - **HQ Location:** New York, US - **Twitter:** @Secu_Pi (259 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/secupi (72 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 33% Enterprise, 25% Mid-Market #### What Are SecuPi Platform's Pros and Cons? **Pros:** - Security (7 reviews) - Data Protection (5 reviews) - Data Security (3 reviews) - Ease of Use (3 reviews) - Easy Integrations (3 reviews) **Cons:** - Complexity (4 reviews) - Improvement Needed (3 reviews) - Integration Issues (3 reviews) - Complexity Issues (2 reviews) - Complexity Management (2 reviews) ### 19. [Cyberhaven](https://www.g2.com/products/cyberhaven/reviews) Data Detection and Response finds and follows your sensitive data anywhere it goes to protect it like never before. We reimagined data security for the cloud-first, hybrid work world. Cyberhaven protects important data that other tools can’t see, from threats they can’t detect, across exfiltration vectors they can’t control. **Average Rating:** 4.5/5.0 **Total Reviews:** 18 **How Do G2 Users Rate Cyberhaven?** - **Ease of Use:** 8.6/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.2/10) - **Ease of Admin:** 9.0/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 9.4/10 (Category avg: 10/10) **Who Is the Company Behind Cyberhaven?** - **Seller:** [Cyberhaven](https://www.g2.com/sellers/cyberhaven) - **Year Founded:** 2016 - **HQ Location:** Palo Alto - **Twitter:** @CyberhavenInc (780 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cyberhaven (283 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Financial Services - **Company Size:** 61% Enterprise, 28% Mid-Market #### What Are Cyberhaven's Pros and Cons? **Pros:** - Data Protection (2 reviews) - Compliance (1 reviews) - Customization (1 reviews) - Cybersecurity (1 reviews) - Data Security (1 reviews) **Cons:** - Compatibility Issues (1 reviews) - Complex Configuration (1 reviews) - Complexity (1 reviews) - Difficult Setup (1 reviews) - Integration Issues (1 reviews) ### 20. [Ground Labs Enterprise Recon](https://www.g2.com/products/ground-labs-enterprise-recon/reviews) Enterprise Recon by Ground Labs is a leading-edge data discovery and management solution that enables organizations to uncover and secure sensitive information across all environments, from on-premises servers to the cloud, across structured and unstructured data. With over 300 pre-configured data types and full support for global privacy and security regulations including GDPR, PCI DSS, HIPAA, APA and more, Enterprise Recon empowers compliance while adapting to your unique data needs through customizable detection rules. At the core of Enterprise Recon is GLASS Technology™, Ground Labs’ proprietary scanning engine that delivers unmatched precision, scalability, and performance. It reduces false positives and minimizes system impact—so your teams can take action faster, with greater accuracy and peace of mind. **Average Rating:** 4.6/5.0 **Total Reviews:** 23 **How Do G2 Users Rate Ground Labs Enterprise Recon?** - **Ease of Use:** 8.6/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.5/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 4.6/10 (Category avg: 10/10) **Who Is the Company Behind Ground Labs Enterprise Recon?** - **Seller:** [Ground Labs](https://www.g2.com/sellers/ground-labs) - **Company Website:** https://www.groundlabs.com - **Year Founded:** 2007 - **HQ Location:** Singapore, Singapore - **Twitter:** @Groundlabs (576 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/ground-labs/ (37 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 52% Enterprise, 39% Mid-Market #### What Are Ground Labs Enterprise Recon's Pros and Cons? **Pros:** - Data Management (10 reviews) - Compliance (9 reviews) - Data Discovery (7 reviews) - Ease of Use (7 reviews) - Helpful (7 reviews) **Cons:** - Expensive (3 reviews) - Pricing Issues (3 reviews) - Complex Usability (1 reviews) - Cost (1 reviews) - Cost Issues (1 reviews) ### 21. [ManageEngine DataSecurity Plus](https://www.g2.com/products/manageengine-datasecurity-plus/reviews) ManageEngine DataSecurity Plus is a unified data visibility and security platform that specializes in file auditing, file analysis, data risk assessment, data leak prevention, and cloud protection. File server auditing - Seamlessly monitor, alert, and report on all file accesses and modifications made across your Windows file server, failover cluster, and workgroup environments. File storage and security analysis - Perform metadata analysis, spot file security vulnerabilities, analyze and optimize file storage by clearing our old, duplicate, and stale files. Ransomware protection - Discern ransomware intrusions using threshold-based alerts, and execute instant responses to shut down infected machines. Data leak prevention - Avoid data leaks by blocking high-risk file copy activities to USB devices or within endpoints and prevent files containing highly sensitive data from being shared via email (Outlook) as attachments. Data risk assessment - Locate and classify sensitive data occurrences in your repositories to spot potential data exposure and to help comply with data regulations like GDPR, HIPAA, and more. Cloud protection - Track your organization's web traffic, and enforce policies to safeguard your employees against inappropriate or malicious web content. **Average Rating:** 3.9/5.0 **Total Reviews:** 10 **How Do G2 Users Rate ManageEngine DataSecurity Plus?** - **Ease of Use:** 8.2/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.3/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 3.3/10 (Category avg: 10/10) **Who Is the Company Behind ManageEngine DataSecurity Plus?** - **Seller:** [Zoho](https://www.g2.com/sellers/zoho-b00ca9d5-bca8-41b5-a8ad-275480841704) - **Year Founded:** 1996 - **HQ Location:** Austin, TX - **Twitter:** @Zoho (137,412 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/38373/ (30,531 employees on LinkedIn®) - **Phone:** +1 (888) 900-9646 **Who Uses This Product?** - **Company Size:** 50% Enterprise, 40% Small-Business ### 22. [Qostodian](https://www.g2.com/products/qostodian/reviews) Qohash offers data security solutions focusing on unstructured data risk management. Our platform, Qostodian, enables organizations to automatically monitor, identify, and address high-risk data efficiently. Our expertise lies in managing everyday data accessible by employees in regulated and high-stakes environments, including financial services, healthcare, public sector, and high technology. Qohash tracks and secures high-risk files to reduce oversharing and accelerate GenAI adoption. We bring immediate visibility into sensitive data contained in files across the riskiest data sources accessed daily by employees and machines. Our solution provides clear answers during incidents and the ability to quarantine and eliminate files directly through the platform, all while meeting the highest security standards without relying on sampling or agentless scans, ensuring that every byte of data is accounted for. **Average Rating:** 4.6/5.0 **Total Reviews:** 14 **How Do G2 Users Rate Qostodian?** - **Ease of Use:** 9.6/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.9/10 (Category avg: 9.2/10) - **Ease of Admin:** 9.9/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 6.2/10 (Category avg: 10/10) **Who Is the Company Behind Qostodian?** - **Seller:** [Qohash](https://www.g2.com/sellers/qohash) - **Company Website:** https://qohash.com/ - **Year Founded:** 2018 - **HQ Location:** Québec, CA - **Twitter:** @Qohash (123 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/qohash/ (70 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 57% Mid-Market, 43% Enterprise #### What Are Qostodian's Pros and Cons? **Pros:** - Ease of Use (6 reviews) - Customer Support (5 reviews) - Helpful (5 reviews) - Security (5 reviews) - Data Protection (4 reviews) **Cons:** - Inadequate Reporting (3 reviews) - False Positives (2 reviews) - Inefficient Categorization (2 reviews) - Insufficient Details (2 reviews) - Poor Reporting (2 reviews) ### 23. [Seclore Data-Centric Security Platform](https://www.g2.com/products/seclore-data-centric-security-platform/reviews) Seclore helps enterprises secure their most valuable asset — data — by protecting the file itself rather than relying solely on network or device security. With a data-centric approach, Seclore ensures that sensitive information remains protected, controlled, and visible, regardless of where it travels or who it’s shared with. Persistent File Protection Security follows the file everywhere, whether it’s stored internally, emailed, or shared with external partners, ensuring sensitive information never goes unprotected. Smart Classification & Rights Management Files and emails are automatically classified, with usage rights applied based on content. Access permissions stay with the file, ensuring policy compliance without slowing down productivity. Complete Control at All Times Grant, adjust, or instantly revoke access, even after files are shared outside your organization — so you always remain in control. Built-In Compliance and Auditability Every action on protected files is logged in an unalterable audit trail, which simplifies compliance reporting and reduces risk exposure. Seamless Integration Works with the tools your teams already use, including Microsoft 365, Google Workspace, Salesforce, and Box, and integrates easily with existing security systems such as DLP, CASB, and identity solutions. The Business Impact With Seclore, organizations can protect sensitive data end-to-end, simplify compliance, and reduce the risk of data breaches — all without disrupting collaboration. By making data-centric security scalable and straightforward, Seclore empowers enterprises to safeguard information while enabling employees and partners to work freely and securely. **Average Rating:** 4.6/5.0 **Total Reviews:** 15 **How Do G2 Users Rate Seclore Data-Centric Security Platform?** - **Ease of Use:** 8.5/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.2/10) - **Ease of Admin:** 9.7/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 8.3/10 (Category avg: 10/10) **Who Is the Company Behind Seclore Data-Centric Security Platform?** - **Seller:** [Seclore](https://www.g2.com/sellers/seclore) - **Year Founded:** 2011 - **HQ Location:** Santa Clara, US - **Twitter:** @secloretech (1,270 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/seclore/?originalSubdomain=in (478 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 56% Enterprise, 44% Mid-Market #### What Are Seclore Data-Centric Security Platform's Pros and Cons? **Pros:** - Access Control (1 reviews) - Customization (1 reviews) - Data Protection (1 reviews) - Data Security (1 reviews) - Features (1 reviews) **Cons:** - Access Issues (1 reviews) - Access Limitations (1 reviews) - Access Management (1 reviews) - Access Restrictions (1 reviews) - Authentication Issues (1 reviews) ### 24. [Privacera Data Security Platform](https://www.g2.com/products/privacera-data-security-platform/reviews) Privacera, based in Fremont, CA, was founded in 2016 by the creators of Apache Ranger™ and Apache Atlas. Delivering trusted and timely access to data consumers, Privacera provides data privacy, security, and governance through its SaaS-based unified data security platform. Privacera’s latest innovation, Privacera AI Governance (PAIG), is the industry’s first AI data security governance solution. Privacera serves Fortune 500 clients across finance, insurance, life sciences, retail, media, consumer, and government entities. The company achieved AWS Data and Analytics Competency Status, and partners with and supports leading data sources, including AWS, Snowflake, Databricks, Azure and Google. Visit www.privacera.com for more information. **Average Rating:** 4.3/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Privacera Data Security Platform?** - **Ease of Use:** 7.5/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.2/10) - **Ease of Admin:** 6.7/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 0/10 (Category avg: 10/10) **Who Is the Company Behind Privacera Data Security Platform?** - **Seller:** [Privacera Inc](https://www.g2.com/sellers/privacera-inc) - **Company Website:** https://privacera.com/ - **Year Founded:** 2016 - **HQ Location:** Newark, California, United States - **Twitter:** @privacera (467 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/privacera/ (110 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 75% Enterprise, 25% Small-Business #### What Are Privacera Data Security Platform's Pros and Cons? **Pros:** - Data Storage (2 reviews) - Integrations (2 reviews) - Access Control (1 reviews) - Access Management (1 reviews) - Backup Ease (1 reviews) **Cons:** - Complex Coding (1 reviews) - Complex Implementation (1 reviews) - Complexity (1 reviews) - Complexity Management (1 reviews) - Complex Setup (1 reviews) ### 25. [Stash Global](https://www.g2.com/products/stash-global/reviews) Stash Global offers a comprehensive data security solution designed to protect organizations from data breaches, ransomware attacks, and unauthorized access. By focusing on securing data at the byte level, Stash ensures that sensitive information remains confidential and intact, regardless of its location or the platforms it traverses. Key Features and Functionality: - Zero Trust Architecture: Implements strict access controls, ensuring that only authorized personnel can access specific data, both within and outside the organization. - Quantum-Resistant Encryption: Utilizes advanced encryption methods that are resilient against quantum computing threats, safeguarding data against future technological advancements. - Data Agnostic Compatibility: Operates seamlessly across various platforms, networks, and infrastructures without the need for integration, making it adaptable to diverse IT environments. - Autonomous Operation: Functions in the background without user intervention, providing continuous protection without disrupting daily operations. - 1-Click Ransomware Recovery: Enables rapid restoration of data and systems in the event of a ransomware attack, minimizing downtime and eliminating the need to pay ransoms. - Keys-On-The-Fly® Technology: Generates encryption keys dynamically during data access and destroys them immediately after use, ensuring that keys are never stored or accessible to unauthorized parties. Primary Value and Problem Solved: Stash Global addresses the critical need for robust data security in an era where cyber threats are increasingly sophisticated and pervasive. By proactively protecting data at its core, Stash mitigates the risks associated with data breaches, ransomware attacks, and unauthorized access. Organizations can operate with confidence, knowing that their sensitive information is secure, compliant with regulatory standards, and resilient against both current and emerging cyber threats. This proactive approach not only safeguards valuable assets but also ensures business continuity and trustworthiness in the digital landscape. **Average Rating:** 4.0/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Stash Global?** - **Ease of Use:** 7.9/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10) - **Ease of Admin:** 8.3/10 (Category avg: 8.7/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 3.3/10 (Category avg: 10/10) **Who Is the Company Behind Stash Global?** - **Seller:** [Stash Global](https://www.g2.com/sellers/stash-global) - **Year Founded:** 2020 - **HQ Location:** Wilmington , US - **LinkedIn® Page:** https://www.linkedin.com/company/stash-global-data-security (4 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 75% Mid-Market, 25% Enterprise ## What Is Data-Centric Security Software? [Data Security Software](https://www.g2.com/categories/data-security) ## What Software Categories Are Similar to Data-Centric Security Software? - [Data Loss Prevention (DLP) Software](https://www.g2.com/categories/data-loss-prevention-dlp) - [Data Governance Tools](https://www.g2.com/categories/data-governance-tools) - [Cloud Data Security Software](https://www.g2.com/categories/cloud-data-security) - [Sensitive Data Discovery Software](https://www.g2.com/categories/sensitive-data-discovery) - [ Data Security Posture Management (DSPM)](https://www.g2.com/categories/data-security-posture-management-dspm) --- ## How Do You Choose the Right Data-Centric Security Software? ### Learn More About Data-Centric Security Software In the modern digital realm, safeguarding sensitive data has become an essential task. With the ever-increasing amount and variety of data, along with the constant evolution of cybersecurity threats and strict privacy regulations, organizations face significant hurdles in maintaining the confidentiality and integrity of their information assets. In response to these challenges, data-centric security software has become a key solution. Let's explore its importance and how it addresses the complexities organizations face today. ### What is data-centric security software? Unlike traditional approaches that focus on fortifying network boundaries, data-centric security software prioritizes protecting data itself, regardless of its location or transmission mode. It employs advanced techniques such as encryption, [access controls](https://www.g2.com/glossary/access-control-definition), data masking, and [tokenization](https://www.g2.com/glossary/data-tokenization-definition) to embed security directly into the data. By doing so, organizations mitigate the risks of data breaches, unauthorized access, and insider threats. [Data encryption](https://www.g2.com/categories/encryption), one key feature of this software, makes sure that data remains unreadable and unusable to unauthorized users by encrypting it both at rest and in transit.  Access controls enable organizations to enforce granular permissions and restrictions with regard to who can use sensitive data and which actions they can perform. Moreover, data-centric security software helps businesses remain current with various regulations like the General Data Protection Regulation (GDPR) and the Health Insurance Portability and Accountability Act (HIPAA) by implementing robust [encryption](https://www.g2.com/articles/what-is-encryption). ### What are the common features of data-centric security software? Data-centric security software has various functions that vary by tool and use case. Some valuable features of data-centric security software include the following. - [Data discovery](https://www.g2.com/articles/data-discovery) refers to identifying and locating sensitive data across infrastructure. It teaches organizations how to understand the scope of their data assets and potential vulnerabilities. - **Data classification** categorizes data based on sensitivity levels so organizations can prioritize their security efforts and apply appropriate protection measures. - **Encryption** transforms data into an unreadable format. It prevents unauthorized parties from understanding the data, even if they somehow gain access. - **Access controls** restrict unauthorized access to sensitive data. This includes using role-based access control (RBAC), permissions, and [multi-factor authentication (MFA)](https://www.g2.com/categories/multi-factor-authentication-mfa). - **Tokenization** shields sensitive data while preserving format and integrity. It’s useful for testing, analytics, or outsourcing without the risk of exposing sensitive information. - **Data loss prevention (DLP)** stops unauthorized access, transmission, or storage of sensitive data. This not only protects the organization's reputation and financial assets but also ensures compliance with regulatory requirements, such as GDPR or HIPAA. - **Data monitoring** tracks data access, usage patterns, and security events. Real-time data monitoring helps Organizations rely on it to optimize resource allocation, improve operational efficiency, and enhance their overall security posture. - **Audit trails and reporting** records data access, modifications, and system events for compliance and analysis. By analyzing audit trail data, organizations identify security gaps, interpret user behavior, and detect anomalies or potential threats. - **Risk management** assesses and mitigates potential security risks. By using [risk assessment solutions](https://www.g2.com/categories/risk-assessment) organizations can find vulnerabilities, threats, and potential negative impacts to their data assets.  ### What types of data-centric security software exist? Each of the various data-centric security software options presents both distinct advantages and disadvantages. Exploring them will allow an organization to tailor their choices based on specific preferences and requirements. - [Firewall solutions](https://www.g2.com/categories/firewall-software) monitor and control incoming and outgoing network traffic based on predetermined security rules. It’s possible to set them up at network boundaries to prevent unauthorized access and protect against malicious activities. - **Authentication and authorization systems** verify the identity of users who access data. They determine the level of access granted based on their credentials and permissions. - **Encryption** secures data by converting it into a ciphertext format that can only be solved with the appropriate decryption key. This means that even if hackers intercept data, they won’t be able to understand it.   - **Data masking** hides sensitive information in non-production environments to protect privacy by replacing sensitive data with realistic but fake data or with a masked format. - **Hardware-based security solutions** use specialized hardware components or devices to protect data. Examples include hardware security modules (HSMs) for managing encryption keys and secure enclaves for processing sensitive data in a protected environment. - [Data backup](https://www.g2.com/articles/what-is-backup) automatically creates copies of important data to guarantee its availability in case of data loss or system failure. This process helps organizations recover quickly from disruptions by providing redundancy and failover mechanisms. - **Data erasure** securely deletes data from storage devices so unauthorized parties can’t recover it. This is crucial when retiring or replacing storage devices. ### What are the benefits of data-centric security software? The benefits of using a data-centric security software include: - **Enhanced protection for sensitive data.** Data-centric security software employs encryption, tokenization, and other advanced techniques to protect sensitive data. By focusing on securing the data itself rather than just the perimeter, the data remains encrypted and unreadable, which provides enhanced protection against breaches. - **Regulatory compliance.** Many industries are subject to strict regulations regarding protecting sensitive data, such as GDPR and HIPAA. Data-centric security software helps organizations achieve compliance by establishing robust data protection measures, including encryption, access controls, and [audit trails](https://www.g2.com/glossary/audit-trail) to shrink the risk of non-compliance penalties. - **Persistent security.** Data-centric security protects data throughout the entire lifecycle, from creation and storage to transmission and disposal. By embedding security controls directly into the data, organizations maintain persistent protection regardless of where the data resides or how users access it, whether on-premises, in the cloud, or on mobile devices. - **Access control.** Businesses use data-centric security to enable granular access control. This makes it easier to define and enforce policies regarding the terms of access. RBAC, attribute-based access control (ABAC), and other access control mechanisms prevent unauthorized access. - **Reduced operational complexity.** Implementing data-centric security simplifies security management by centralizing control over [data protection](https://learn.g2.com/data-protection) policies. Rather than relying on a patchwork of disparate security solutions, organizations refine their security infrastructure, reducing complexity, lower administrative overhead, and greater operational efficiency. - **Enhanced data governance.** Data-centric security facilitates better data governance by providing visibility into how users access and share sensitive data across their organizations. By monitoring data usage patterns and enforcing compliance with data policies, businesses maintain control over their data assets, reduce the risk of misuse or leakage, and demonstrate accountability to stakeholders. - **Deterrence of insider threats.** Insider threats, whether intentional or unintentional, pose a significant risk. Data-centric security software deters insider threats by limiting access to sensitive data based on the principle of least privilege, monitoring user behavior for suspicious activity, and applying data loss prevention (DLP) to prevent unauthorized exfiltration. ### Data-Centric Security vs. Zero Trust Data-centric security and Zero Trust both approach cybersecurity with a focus on enhancing protection in the digital landscape.  Data-centric security places the utmost importance on safeguarding sensitive data, regardless of its location within the network or cloud. By employing techniques like encryption, access controls, and data classification, it protects data even if perimeter defenses are compromised.  On the other hand, Zero Trust takes a proactive stance by assuming that threats exist inside and outside the network perimeter. It continuously verifies each user and device that wants access to resources by relying on strict access controls and least privilege principles to mitigate the risk of unauthorized access and lateral movement of threats. Incorporating both data-centric security and Zero Trust principles work hand in hand rather than separately.  ### Who uses data-centric security software? Data-centric security software finds use with a variety of professionals and roles. Here's how: - **Chief information security officers (CISOs)** oversee the implementation and management of data-centric security measures meant to protect sensitive data. - **Security analysts and engineers** analyze security threats and vulnerabilities, configure and maintain [security software](https://www.g2.com/categories/security), and investigate security incidents related to data breaches. - **Data protection officers (DPOs)** ensure compliance with data protection regulations and implement data-centric security measures to safeguard personal data. - **IT and security managers** handle the deployment and maintenance of data-centric security solutions to protect information assets. - **Database administrators (DBAs)** implement security controls within databases, manage access permissions, and monitor [database](https://www.g2.com/articles/what-is-a-database)activity to prevent unauthorized access or data breaches. - **Compliance officers** align data-centric security practices with relevant industry regulations and standards. - **Risk management professionals** assess potential harm related to data security, develop mitigation strategies, and implement security measures to reduce the likelihood of [data breaches](https://www.g2.com/articles/data-breach). - **Network administrators** set up network-level security controls to protect data in transit and configure firewalls or intrusion detection systems. - **Chief data officers (CDOs)** develop data governance policies and strategies to ensure the confidentiality, integrity, and availability of data assets. - [DevOps](https://www.g2.com/articles/what-is-devops) **engineers** integrate data-centric security measures into software development lifecycles to identify and remediate application security vulnerabilities. - **Systems administrators** configure and maintain operating systems and server-level security controls to protect data stored on servers and endpoints within an organization's infrastructure. ### Data-centric security software pricing Each pricing model has its advantages and suitable customer scenarios. The choice of pricing model depends on factors such as budget, usage patterns, scalability requirements, and preferences for payment structure. - **Subscription-based models** have customers pay a recurring fee at regular intervals (monthly, annually) to access data-centric security solutions. - **Perpetual licenses** ask for a one-time fee for the software license, allowing buyers to use the platform indefinitely. - **Usage-based pricing** is based on the volume or usage of the tool. - **Tiered pricing** lets customers choose from different tiers or packages according to their needs and budget. - **Freemium models** are basic versions of data-centric security solutions offered for free, with advanced features or additional functionality available for a fee. - **Volume licensing or enterprise agreements:** are best for large organizations with the means to negotiate customized pricing and licensing terms. - **Feature-based pricing** is determined by the specific features or modules of the data-centric security solution that customers choose to use. - **Pay-as-you-grow** allows customers to start with a basic package and pay for additional capacity or features as their needs grow. #### #### Return on investment (ROI) for data-centric security platforms  - **Scalability and flexibility** determine how effectively organizations adapt to changing security needs and accommodate growth without significant additional investment. - **Integration capabilities** with existing infrastructure and systems can boost ROI by paring down operations, reducing manual effort, and avoiding duplication of resources. - **The total cost of ownership (TCO)** of the software, including initial implementation costs, ongoing maintenance fees, and any necessary training or support, directly influences ROI. - **The speed and efficiency of incident detection and response** facilitated by the software minimize the impact of security breaches, reducing downtime and associated costs. - **Automation and analytics** enhance operational efficiency, which allows security teams to focus on high-priority tasks and potentially reduces the need for additional personnel. - **Actionable insights and intelligence** empower proactive security measures, mitigating risks. - **User adoption and ease of use** prevent employee resistance. ### Software related to data-centric security platforms  Related solutions and services include the following. - [Encryption software](https://www.g2.com/categories/encryption) ensures that data is protected by converting it into a coded format that can only be processed by individuals or systems with the appropriate decryption key. It's a fundamental aspect of data-centric security because it secures data at rest and in transit. - **Data loss prevention (DLP)** prevents unauthorized access, use, or transmission of sensitive data. It monitors usage and applies policies to stop breaches, leakage, or unauthorized transfers. - [Database security management software](https://www.g2.com/categories/database-security) secures databases and [database management systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms) from internal and external threats. It includes access controls, encryption, and auditing functionalities to strengthen the confidentiality, integrity, and availability of database information. - [Data masking tools](https://www.g2.com/categories/data-masking) obscure or anonymize sensitive data in non-production environments, such as development and testing. This helps protect confidential information while still allowing realistic data to be used for testing. - **Data discovery and classification** identify and classify sensitive data across infrastructure. By understanding where sensitive data resides, organizations can apply appropriate security controls and policies to protect it effectively. - [Security information and event management (SIEM) software](https://www.g2.com/categories/security-information-and-event-management-siem) collects and analyzes security event data from various sources throughout an organization's IT infrastructure. It detects and responds to security threats in real time by correlating events and providing actionable insights into potential incidents. - [Data rights management (DRM) solutions](https://www.g2.com/categories/digital-rights-management-drm) control permissions and restrictions about how data can be accessed, used, and shared.  ### Challenges with data-centric security software Some common challenges with data-centric security software are discussed here. - **Complexity of data discovery and classification:** Identifying sensitive data within vast datasets and accurately classifying it overwhelms IT departments across industries. Automated tools may struggle to accurately detect all sensitive data types, leading to potential gaps in protection. - **Integration with existing systems:** Integrating data-centric security solutions with existing IT infrastructure, including databases, file systems, and cloud services, complicates operations. Compatibility issues may arise, requiring careful planning and coordination to guarantee smooth integration without disrupting existing operations. - **Performance overhead:** Implementing robust data-centric security measures can introduce performance overhead, especially in environments with high data throughput requirements. Balancing security needs with performance considerations helps avoid damaging system responsiveness or user experience. - **Scalability:** Data-centric security solutions must scale effectively to accommodate growing demands. Scalability involves designing systems that can handle increasing volumes of data and user activity without sacrificing security or performance. - **Changes to data structure:** Adapting data-centric security software to accommodate changes in data structure, such as schema updates or migrations to new platforms, presents significant burdens. It requires ongoing monitoring and adjustment to keep up with the protection of sensitive information. - **Costs:** Implementing and sustaining data-centric security solutions cost a lot. They involve expenses related to software licensing, hardware infrastructure, training, and ongoing support. Organizations must carefully evaluate the cost-benefit ratio to justify investments. - **Training and expertise:** Effective deployment and management of data-centric security software require specialized knowledge and expertise. Organizations need to invest in training programs to ensure that staff members know how to use and maintain these solutions. ### Which companies should buy data-centric security software? Below are some examples of companies that should consider buying data-centric security software. - **Financial institutions** deal with highly sensitive data, making them prime cyberattack targets. Data-centric security software can help protect customer information, transaction data, and other relevant records. - **Healthcare organizations** handle personal health information (PHI) and medical records. Data-centric security software ensures compliance with regulations like HIPAA and protects against data breaches. - **Government agencies** store a wealth of information that includes citizen data, national security information, and government operations data. It all stays safe thanks to data-centric security software. - **Technology companies** often have access to valuable intellectual property, proprietary information, and customer data. Data-centric security software can protect against data theft, industrial espionage, and unauthorized access. - **Retail and e-commerce** businesses collect and store customer payment information, personal details, and purchase history. The right security software can protect customer trust by preventing breaches. - **Educational institutions** hold onto student records, research data, and proprietary information that require protection against cyber threats. Data-centric software provides this protection and also ensures compliance with student privacy regulations. - **Corporate enterprises** deal with sensitive business data, employee records, and intellectual property. They need data-centric security software to protect against [insider threats](https://www.g2.com/articles/insider-threat), external attacks, and data leaks. ### How to choose data-centric security software Choosing data-centric security software depends on specific needs, preferences, and work. Here's a concise guide to help find the right solution: - Understand the organization's security requirements, including the types of sensitive data handled and relevant compliance regulations like GDPR or HIPAA. - Evaluate data-centric security technologies and prioritize features based on what is needed, such as encryption for PII or data discovery for compliance. - Research each vendor's reputation, future product development plans, financial stability, and quality of customer support. - Consider deployment options (on-premises, cloud, hybrid) and confirm that the vendor’s pricing structures align with the budget and operational needs. - Create a shortlist of solutions, conduct trials, gather feedback, and consider factors like functionality, integration, and user experience to make an informed decision. ### Data-centric security software trends - **Adoption of the Zero Trust Model:** Software solutions that use zero trust principles are rising. They feature micro-segmentation, MFA, least privilege access, and continuous monitoring for anomalies. - **Enhanced privacy regulations and compliance:** In response to growing concerns over data privacy and protection, regulatory bodies have introduced stringent measures such as the GDPR and CCPA. Consequently, data-centric security software offers features like encryption, data masking, and pseudonymization. - [Machine learning](https://www.g2.com/articles/machine-learning) **and** [artificial intelligence (AI)](https://www.g2.com/articles/what-is-artificial-intelligence) **integration:** ML and AI algorithms analyze large volumes of data to identify patterns indicative of potential security threats. These technologies help refine incident response procedures by prioritizing alerts, orchestrating response actions, and even autonomously mitigating security incidents. _Researched and written by_ [_Lauren Worth_](https://research.g2.com/insights/author/lauren-worth) _Reviewed and edited by_ [_Aisha West_](https://learn.g2.com/author/aisha-west?_gl=1*1ugnvz0*_ga*OTU5ODUxODYxLjE2NjUzODc5MzY.*_ga_MFZ5NDXZ5F*MTcxNDAzNTUxNy43NDYuMC4xNzE0MDM1NTE5LjU4LjAuMA..*_gcl_aw*R0NMLjE3MTA3NTI4NTQuQ2p3S0NBand6Ti12QmhBa0Vpd0FZaU83b05QZUZ1RjFJaU1tRUR6QlBBMDc2bnJ6VHhCcl84ZmlFUU5CbFVQRFF3MHlPbVBINzg1eThCb0N5RkFRQXZEX0J3RQ..*_gcl_au*MTQ3OTA5NDQzMi4xNzEzMTI2MjIy)