Top Data Security Platformsin 2026

Discover the top data security platforms, ranked on data discovery, protection and compliance. Compare Varonis, Microsoft Purview, Thales, IBM and BigID side by side.

Data Security Ranked

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Last Updated

October 6, 2026

Discover the top data security platforms, ranked on data discovery, protection and compliance. Compare Varonis, Microsoft Purview, Thales, IBM and BigID side by side.

Not sure which to pick? See the top 3 side by side: Palo Alto Enterprise DLP, Snowflake Data Governance, Teramind Platform.

Compare the top 3

#1 Top Rank

Editorial #1 ChoiceDLP

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Palo Alto Enterprise DLP

byPalo Alto NetworksVerified

Santa Clara, California, USA15,000+

Evaluating Palo Alto Enterprise DLP? See how this DLP tool handles exact data matching and automated data masking, where it fits best and which alternatives to compare.

Intellectual property protectionRegulatory data complianceCloud data leakage preventionShadow IT data governanceRemote worker data security

Deployment

SaaS, Cloud

Integrations

Palo Alto NGFW, Prisma Access, Prisma Cloud +3

Target Users

Cross-industry, Financial Services, Healthcare, Legal, Government, Technology

Enterprise Ready:SSO ReadyRBACREST APICompliance: GDPR, HIPAA, PCI DSS, CCPA, SOC 2

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#2 Runner Up

Data Security

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Snowflake Data Governance

bySnowflakeVerified

Bozeman, Montana, USA8,000+

Looking for Data Security software? Snowflake Data Governance by Snowflake provides object tagging for sensitive data protection. Compare features and alternatives.

Sensitive data protectionPrivacy complianceData access auditingGoverned data sharing

Deployment

SaaS, Cloud

Integrations

Alation, Collibra, Atlan +4

Target Users

Cross-industry, Financial Services, Healthcare, Retail, Public Sector, Healthcare & Life Sciences

Enterprise Ready:SSO ReadyRBACREST APICompliance: Supports GDPR, HIPAA, CCPA and PCI DSS programs; Snowflake SOC 2 Type II and ISO 27001

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#3 Ranked

Insider Risk Management

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Teramind Platform

byTeramindVerified

Miami, Florida, USA201-500

Teramind Platform from Teramind focuses on employee monitoring. Key capabilities: behavior analytics. Compare it with the leading Data Security alternatives.

Employee monitoringData loss preventionInsider risk detectionProductivity analytics

Deployment

SaaS, Cloud, On-Premise

Integrations

Active Directory, Microsoft Entra ID, SIEM tools +7

Target Users

Cross-industry, Financial Services, Healthcare, BPO, Government, Technology, BPO and Call Centers

Enterprise Ready:SSO ReadyRBACREST APICompliance: Supports GDPR, HIPAA, PCI DSS, SOX, ISO 27001 and NIST requirements

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Data Security

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Google Cloud Sensitive Data Protection

byGoogle CloudVerified

Mountain View, California, USA100,000+

Google Cloud Sensitive Data Protection is a cloud data discovery, classification & DLP service for PII discovery. See features and Data Security alternatives.

PII discoveryDatabase maskingCompliance audit preparationDe-identification for AI trainingData tokenization

Deployment

Cloud, Hybrid

Integrations

BigQuery, Cloud Storage, Cloud SQL +4

Target Users

Financial Services, Healthcare, Retail, Public Sector, Cross-industry, Technology

Enterprise Ready:SSO ReadyRBACREST APICompliance: GDPR; HIPAA; CCPA/CPRA; PCI-DSS; ISO/IEC 27001; SOC 2

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Secrets Management

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HashiCorp Vault

byHashiCorpVerified

San Francisco, California, USA250,000+ (parent: IBM)

HashiCorp Vault covers dynamic secrets, data encryption as a service and PKI certificate engine for centralized secrets storage. Compare top Encryption tools.

Centralized secrets storageDynamic database credential generationApplication data encryptionAutomated PKI management

Deployment

SaaS, Cloud, Hybrid

Integrations

AWS, Microsoft Azure, Google Cloud +4

Target Users

Financial Services, Healthcare, Technology, Retail, Government, Cross-industry

Enterprise Ready:SSO ReadyRBACREST APICompliance: SOC 2 Type II; ISO 27001; FIPS 140-2; GDPR; HIPAA

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Data Security

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Microsoft Purview

byMicrosoftVerified

Redmond, Washington, USA200,000+

What does Microsoft Purview do? It covers data discovery, classification and DLP. See typical use cases, cloud deployment and how it compares to rivals.

Data securityGovernanceDLPComplianceInsider risk

Deployment

Cloud

Integrations

Microsoft 365, Azure, Microsoft Defender +2

Target Users

Cross-industry

Enterprise Ready:SSO ReadyRBACREST APICompliance: Broad Microsoft compliance portfolio

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Data Security

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Netwrix Data Security Platform

byNetwrixVerified

Frisco, Texas, USA1,000+

Netwrix Data Security Platform is a comprehensive data security & activity monitoring platform for audit evidence generation. See features and Data Security alternatives.

Continuous data activity monitoringDatabase privilege abuse detectionRansomware outbreak containmentAudit evidence generation

Deployment

SaaS, Cloud, Hybrid

Integrations

Microsoft SQL Server, Oracle, Active Directory +3

Target Users

Financial Institutions, Healthcare, Government, Enterprise

Enterprise Ready:SSO ReadyRBACREST APICompliance: HIPAA; PCI DSS; GDPR; SOX; ISO 27001; SOC 2

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Data Security

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Privacera Data Security Platform

byPrivaceraVerified

Fremont, California, USA201-500

Privacera Data Security Platform: unified DSPM fabric and Apache Ranger policy engine. Built for enterprise DSPM implementation. Compare Data Security alternatives.

Enterprise DSPM implementationMulti-cloud data policy centralizationGenerative AI data safetyCompliance reporting

Deployment

SaaS, Cloud, Hybrid

Integrations

AWS, Azure, GCP +4

Target Users

Financial Institutions, Healthcare, Fortune 500, SaaS Enterprises

Enterprise Ready:SSO ReadyRBACREST APICompliance: SOC 2 Type II; ISO 27001; GDPR; HIPAA; PCI DSS

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Data Security

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Amazon Macie

byAWSVerified

Seattle, Washington, USA100,000+

Amazon Macie offers automated sensitive data discovery and machine learning PII classification. Use it for sensitive data discovery. See Data Security alternatives.

Sensitive data discoveryS3 bucket exposure remediationPII protectionRegulatory compliance auditingData governance

Deployment

Cloud

Integrations

Amazon S3, AWS Security Hub, Amazon EventBridge +3

Target Users

Cross-industry, Financial Services, Healthcare, Public Sector, Retail, Technology

Enterprise Ready:SSO ReadyRBACREST APICompliance: SOC 1/2/3, ISO 27001, ISO 27017, ISO 27018, PCI DSS, HIPAA eligible, FedRAMP High

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#10

DLP

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FortiDLP

byFortinetVerified

Sunnyvale, California, USA10,000+

Looking for DLP software? FortiDLP by Fortinet provides sensitive-data discovery and content inspection for data loss prevention. Compare features and alternatives.

Data loss preventionSensitive-data protectionInsider-risk reductionEndpoint DLPCompliance monitoring

Deployment

Cloud, On-Premise

Integrations

FortiClient, FortiProxy, FortiGate +3

Target Users

Enterprise, SMB, Financial services, Healthcare, Government, Education, Manufacturing, Retail, Technology, Service providers

Enterprise Ready:SSO ReadyRBACREST APICompliance: Supports security controls used in common regulated environments; exact certifications depend on product, model, release and deployment

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#11

Insider Risk Management

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Code42 Incydr

byMimecastVerified

London, United Kingdom5,000+

Try Code42 Incydr free: a data loss prevention & insider risk management with forensic search. See who it suits and how it stacks up against other Data Security tools.

Intellectual property theft preventionDeparting employee data riskCloud file exfiltrationInsider threat investigation

Deployment

SaaS, Cloud, On-Premise

Integrations

Okta, Microsoft 365, Google Workspace +4

Target Users

Technology, Financial Services, Healthcare, Media, Professional Services, Life Sciences

Enterprise Ready:SSO ReadyRBACREST APICompliance: SOC 2 Type II; ISO 27001; HIPAA; GDPR

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#12

Data Discovery

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Cyera Data Discovery

byCyeraVerified

New York, New York, USA500+

Cyera Data Discovery is an AI-Powered sensitive data discovery & classification for sensitive data discovery. See features and Data Discovery alternatives.

Sensitive data discoveryShadow data eliminationCompliance auditingCloud data governance

Deployment

SaaS, Cloud

Integrations

AWS, Microsoft Azure, Google Cloud +3

Target Users

Financial Services, Healthcare, Technology, Retail, Manufacturing, Pharmaceuticals

Enterprise Ready:SSO ReadyRBACREST APICompliance: SOC 2 Type II; ISO 27001; HIPAA; GDPR; CCPA; PCI DSS

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#13

Data Security

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Druva Data Security Cloud

byDruvaVerified

Santa Clara, California, USA1,000+

Druva Data Security Cloud: sensitive data governance and automated malware scanning in backups. Built for cyber incident recovery. Compare Data Security alternatives.

Cyber incident recoverySensitive data discoveryBackup security orchestrationRansomware rollback

Deployment

SaaS, Cloud

Integrations

Microsoft Sentinel, Splunk, Palo Alto Networks +3

Target Users

Financial Services, Healthcare, Technology, Government, Legal, Manufacturing

Enterprise Ready:SSO ReadyRBACREST APICompliance: SOC 2 Type II; ISO 27001; FedRAMP Moderate; HIPAA; GDPR; PCI DSS

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#14

DSPM

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Fortra DSPM

byFortraVerified

Eden Prairie, Minnesota, USA3,000+

Evaluating Fortra DSPM? See how this DSPM tool handles risk posture scoring and remediation tracking, where it fits best and which alternatives to compare.

Shadow data discoveryCloud access risk mitigationMulti-cloud privacy complianceData attack path elimination

Deployment

SaaS, Cloud

Integrations

AWS, Microsoft Azure, Google Cloud +4

Target Users

Financial Services, Healthcare, Fintech, SaaS, Retail, SaaS Enterprises, E-commerce

Enterprise Ready:SSO ReadyRBACREST APICompliance: GDPR; CCPA; HIPAA; PCI-DSS 4.0; SOC 2 Type II

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#15

Privacy Management

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Imperva Data Privacy

byImpervaVerified

San Mateo, California, USA2,000+

Free trial available. Imperva Data Privacy by Imperva offers privacy flow mapping. Compare features, use cases and leading Data Security alternatives.

DSAR response automationSensitive PII discoveryPrivacy impact assessmentMulti-cloud data governance

Deployment

SaaS, Cloud, Hybrid

Integrations

Snowflake, AWS S3, Oracle +3

Target Users

Financial Services, Healthcare, Retail, SaaS, Global Enterprise, E-commerce, Technology, Insurance

Enterprise Ready:SSO ReadyRBACREST APICompliance: GDPR; CCPA/CPRA; LGPD; HIPAA; ISO 27701

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#16

Data Discovery

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Osano Data Discovery

byOsanoVerified

Austin, Texas, USA51-200

Osano built Osano Data Discovery for sensitive personal data discovery. Explore dynamic data mapping, review cloud deployment and compare similar Data Discovery products.

Sensitive personal data discoveryAutomated data inventory mappingDSAR data locationPII breach surface reduction

Deployment

SaaS, Cloud

Integrations

Salesforce, Google Workspace, Microsoft 365 +4

Target Users

Financial Services, Healthcare, Technology, Retail, Professional Services, Education

Enterprise Ready:SSO ReadyRBACREST APICompliance: GDPR; CCPA; CPRA; HIPAA; ISO 27001; SOC 2 Type II

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#17

Data Security

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Rubrik Security Cloud

byRubrikVerified

Palo Alto, California, USA1,001-5,000

Looking for Data Security software? Rubrik Security Cloud by Rubrik provides fast restore and immutable backup for Cyber Recovery. Compare features and alternatives.

Data SecurityBackupRansomware ProtectionCyber RecoveryCyber Resilience

Deployment

SaaS, Cloud, Hybrid

Integrations

AWS, Azure, GCP +3

Target Users

Global Enterprise, Critical Infra, Large Enterprise, Banking, Public Sector

Enterprise Ready:SSO ReadyRBACREST APICompliance: Common Criteria; FIPS 140-2; SOC 2 Type II; ISO 27001; FedRAMP; HIPAA

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#18

Data Security

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Securiti Data Command Center

bySecuritiVerified

San Jose, California, USA500+

Securiti Data Command Center helps teams with DSPM. Explore features like DSPM and automated data mapping, cloud deployment and the closest Data Security competitors.

Data SecurityData ManagementData DiscoveryDSPMData Access Governance

Deployment

SaaS, Cloud

Integrations

AWS, Azure, GCP +2

Target Users

Global Enterprise, Banking

Enterprise Ready:SSO ReadyRBACREST APICompliance: SOC 2 Type II; ISO 27001; GDPR; HIPAA; PCI-DSS; NIST CSF

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#19

DLP

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Symantec Data Loss Prevention

byBroadcomVerified

Palo Alto, California, USA10,001+

Symantec Data Loss Prevention from Broadcom focuses on cloud data governance. Key capabilities: cloud SaaS DLP. Compare it with the leading Data Security alternatives.

Intellectual property protectionRegulatory data complianceInsider threat data loss mitigationCloud data governance

Deployment

Cloud, Hybrid, On-Premise

Integrations

Microsoft Information Protection, Active Directory, Splunk +2

Target Users

Banking, Healthcare, Insurance, Government, Global Enterprise, Financial Services, Large Enterprise

Enterprise Ready:SSO ReadyRBACREST APICompliance: PCI-DSS; HIPAA; GDPR; CCPA; GLBA; ISO/IEC 27001; NIST SP 800-53

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#20

Data Access Governance

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Unity Catalog

byDatabricksVerified

San Francisco, California, USA10,000+

Unity Catalog: multi-cloud data governance, row and column-level access control and automated data lineage. Built for Data Management. Compare Data Security alternatives.

Data ManagementData Access GovernanceData SecurityData LineageAI Governance

Deployment

SaaS, Cloud

Integrations

Databricks, Apache Spark, Tableau +5

Target Users

Global Enterprise, Banking, Healthcare, Tech, Retail, Public

Enterprise Ready:SSO ReadyRBACREST APICompliance: SOC 2 Type II; ISO 27001; GDPR; HIPAA; FedRAMP

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Frequently Asked Questions

Quick answers about Top Data Security Platforms.

Which are the top Data Security vendors on Cyber Rank?

Top Data Security Platforms currently lists 20 products, in editorial order: #1 Palo Alto Enterprise DLP (Palo Alto Networks), #2 Snowflake Data Governance, #3 Teramind Platform, #4 Google Cloud Sensitive Data Protection, #5 HashiCorp Vault, #6 Microsoft Purview, #7 Netwrix Data Security Platform, #8 Privacera Data Security Platform, #9 Amazon Macie (AWS), #10 FortiDLP (Fortinet), #11 Code42 Incydr (Mimecast), #12 Cyera Data Discovery, #13 Druva Data Security Cloud, #14 Fortra DSPM, #15 Imperva Data Privacy, #16 Osano Data Discovery, #17 Rubrik Security Cloud, #18 Securiti Data Command Center, #19 Symantec Data Loss Prevention (Broadcom), #20 Unity Catalog (Databricks).

Which product is ranked #1 in Top Data Security Platforms?

Palo Alto Enterprise DLP by Palo Alto Networks is ranked first by the Cyber Rank editorial team.

View Palo Alto Enterprise DLP →

How is Top Data Security Platforms put together?

The Cyber Rank editorial team selects the products on this list and decides their order after reviewing each product's features, deployment options, integrations, industry fit and vendor background. It is not a market-share or customer-review ranking.

Which products appear here?

Products that our editors picked for Data Security and that have a published Cyber Rank profile.

Can a product appear in other rankings?

Yes. Editors can list a product in any ranking where it is a strong fit, so it may appear in several.