Data Security, Privacy & DSPM
Solutions that discover, classify, monitor, and protect sensitive data wherever it resides or is used, including data security posture management (DSPM), data security platforms (DSP), data loss prevention (DLP), database and big data security, encryption and key management, and data access governance. These tools provide continuous visibility into data flows, access, and exposure across on‑prem, cloud, SaaS, collaboration, and AI/LLM environments, with strong alignment to regulatory, privacy, data residency, and emerging AI governance requirements for training and inference data.
Executive Summary
This report provides a comprehensive analysis of the Data Security, Privacy & DSPM market, evaluating 7 tools from 7 vendors across 23key evaluation criteria. The analysis enables data-driven vendor selection and market positioning insights.
Use the tabs below to explore different analytical views including the market matrix, comparative analysis, trends, and market positioning.
Market Heatmap
Visual representation of vendor capabilities across all evaluation criteria. Darker shades indicate stronger capabilities.
Data Security, Privacy & DSPM - Market Comparison
Detailed Market Matrix
Comprehensive data grid comparing all vendors side-by-side. Use filters and sorting to identify vendors that best match your requirements.
Market Matrix
Tool(7) | Access Governance & Control | Data Discovery & Classification | Data Loss Prevention | Data Security Posture Management | Encryption & Key Management | Monitoring & Analytics | Platform Coverage | Privacy & Regulatory Alignment | Response & Orchestration | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Data Access Governance Depth data_access_governance_depth | Fine-Grained Access Controls fine_grained_access_controls | Classification Accuracy classification_accuracy_score | Regulated Data Detection Support regulated_data_detection_support | Sensitive Data Coverage Breadth sensitive_data_coverage_breadth | DLP Functionality Coverage dlp_functionality_coverage | DLP Policy Effectiveness dlp_policy_effectiveness_score | DSPM Capabilities Maturity dspm_capabilities_maturity | Sensitive Data Risk Insights sensitive_data_risk_insights | Key Management Integration Options key_management_integration_options | Native Encryption Capabilities native_encryption_capabilities | Anomaly Detection and Risk Scoring anomaly_detection_and_risk_scoring | Data Activity Monitoring Capabilities data_activity_monitoring_capabilities | Security Operations Integration Level security_operations_integration_level | Cloud Provider Integration Depth cloud_provider_integration_depth | Environment Coverage Scope environment_coverage_scope | SaaS and Collaboration Coverage saas_and_collaboration_coverage | Structured and Unstructured Data Support structured_unstructured_data_support | Data Subject Rights Support data_subject_rights_support | Privacy-Preserving Techniques Support privacy_preserving_techniques_support | Regulatory Framework Alignment regulatory_framework_alignment | Automated Remediation Capabilities automated_remediation_capabilities | Orchestration and Workflow Integration orchestration_and_workflow_integration | |
BigID Data Intelligence Platform BigID | 8 | 9 | 8 | 9 | 8 | 8 | 8 | 9 | |||||||||||||||
DataGuard Symmetry Systems | 8 | 7 | 6 | 8 | 7 | 7 | 8 | 7 | |||||||||||||||
Imperva Application Security Imperva | 8 | 8 | 8 | 7 | 8 | 8 | 7 | 7 | |||||||||||||||
Netskope Intelligent SSE Netskope | 7 | 8 | 9 | 7 | 8 | 8 | 8 | 8 | |||||||||||||||
OneTrust Privacy & Data Governance Cloud OneTrust | 7 | 7 | 6 | 6 | 7 | 7 | 7 | 9 | |||||||||||||||
Skyhigh Security Service Edge & Data Protection Skyhigh Security | 7 | 8 | 9 | 6 | 8 | 8 | 7 | 8 | |||||||||||||||
Varonis Data Security Platform Varonis Systems | 9 | 8 | 8 | 7 | 9 | 9 | 7 | 8 | |||||||||||||||