Data Security Software
Data security platforms discover where sensitive data lives, classify it, and prevent exfiltration across endpoints, email, cloud services, and AI applications.
| Tool | License | Platforms | Pricing | Action |
|---|---|---|---|---|
| BigID | Proprietary | Web | Commercial | Profile→ |
| Cyera | Proprietary | Web | Commercial | Profile→ |
| Forcepoint DLP | Proprietary | Web, Windows, macOS | Commercial | Profile→ |
| Microsoft Purview | Proprietary | Web | Commercial | Profile→ |
| Nightfall AI | Proprietary | Web | Commercial | Profile→ |
| Safetica | Proprietary | Windows, macOS, Web | Commercial | Profile→ |
| Securiti | Proprietary | Web | Commercial | Profile→ |
| Symantec DLP | Proprietary | Windows, macOS, Web | Commercial | Profile→ |
| Trellix DLP | Proprietary | Windows, macOS, Web | Commercial | Profile→ |
| Varonis | Proprietary | Web | Commercial | Profile→ |
Software in Data Security Software
BigID
CommercialData discovery and classification platform with AI-driven detection across structured and unstructured data.
Cyera
CommercialAI-native DSPM platform for data discovery, classification, and remediation across multicloud estates.
Forcepoint DLP
CommercialUnified data loss prevention across endpoint, web, email, cloud, and AI channels on one policy engine.
Microsoft Purview
CommercialUnified data governance, information protection, and DLP across Microsoft 365, Azure, and multicloud estates.
Nightfall AI
CommercialAI-native DLP for SaaS, endpoints, email, browsers, and AI applications.
Safetica
CommercialMid-market DLP and insider risk platform with cloud and on-premises deployment.
Securiti
CommercialData command platform for DSPM, privacy operations, and AI governance, now owned by Veeam.
Symantec DLP
CommercialEnterprise DLP suite for endpoint, network, cloud, and discovery scanning, under Broadcom.
Trellix DLP
CommercialEndpoint and network data loss prevention suite descended from McAfee DLP, now under Trellix.
Varonis
CommercialData security platform combining DSPM, DLP, permissions analytics, and threat detection over file and cloud data.
Frequently Asked Questions
What is Data Security Software?→
Data security platforms discover where sensitive data lives, classify it, and prevent exfiltration across endpoints, email, cloud services, and AI applications.
What topics does the Data Security Software category cover?→
Data Loss Prevention (DLP), Data Security Posture Management (DSPM), Sensitive Data Discovery & Classification, Cloud Data Access Governance, Insider Risk
About Data Security Software
Data security software finds sensitive data and controls how it moves. The category covers data loss prevention (DLP) platforms that enforce policies on endpoints, email, web, and cloud channels, blocking or warning when files with credit card numbers, credentials, or regulated records leave an approved path. It also covers data security posture management (DSPM), a newer cloud-focused market where platforms scan storage services, warehouses, and SaaS applications to inventory data stores, classify contents, and flag permissive access. Discovery and classification engines assign labels that other controls use, so a DLP rule can treat a document differently after it is tagged as confidential. Most platforms in this category are commercial, because reliable classification across file formats and languages requires maintained detection libraries. Open source coverage in this category is thin; most alternatives are commercial. The category overlaps with IAM, since data access decisions usually depend on identity, and with cloud-native security, since posture management runs against the same cloud estates.
Covered Topics & Disciplines
Related Security Categories
CSPM scanners, container and Kubernetes policy engines, and cloud configuration auditing tools.
Compliance automation frameworks, SCAP policy scanners, and risk management platforms.
Secrets managers, identity engines, and access control platforms for managing credentials and privilege.