The 7 best Rubrik alternatives for data security and DSPM in 2026

Protecting sensitive data now means protecting the identities of those who access it. According to The Netwrix 2025 Cybersecurity Trends Report, cloud account compromise nearly tripled between 2020 and 2025 (from 16% to 46%), making identity the most common path attackers use to access regulated data.

Data security posture management (DSPM) platforms that operate without identity context cannot close that gap on their own, which is why teams evaluating Rubrik alternatives weigh the depth of identity integration alongside discovery and classification capabilities.

Rubrik’s DSPM product is bundled with Rubrik's backup subscription and cannot be purchased as a standalone data security tool.

For organizations that need native identity governance integration, endpoint data loss prevention (DLP) coverage, and enforcement workflows that operate outside the Rubrik ecosystem, that bundling creates both a procurement obstacle and a capability constraint.

This guide compares seven Rubrik alternatives across standalone deployment, native identity integration for live posture governance, endpoint DLP, and enforcement capability outside the Rubrik stack.

Why teams look for Rubrik alternatives

Rubrik's DSPM capability works for cloud-native organizations that already run Rubrik for backup and want data visibility layered on top, but that scenario does not fit most buyers.

• Backup platform bundling increases cost and complexity: Rubrik DSPM is activated within Rubrik Security Cloud rather than deployed as an independent product. Organizations that do not already run Rubrik for backup or data protection cannot evaluate the DSPM capability without first provisioning the broader platform.
• Standalone deployment is not available: Rubrik DSPM is not purchasable as a standalone data security tool; it requires an existing Rubrik Security Cloud subscription. Data security teams that want to evaluate DSPM independently, without a backup platform procurement decision tied to it, cannot do so with Rubrik.
• Identity governance focuses on recovery, not live posture: Rubrik's Active Directory and Entra ID capabilities center on identity backup and recovery, restoring compromised identity configurations after an incident. The DSPM module does not natively correlate data exposure with live identity posture across AD or Entra ID for ongoing governance and access review workflows.
• Enforcement and remediation rely on the Rubrik ecosystem: Rubrik DSPM provides data access governance within the Rubrik Security Cloud context. Organizations that need enforcement and remediation workflows integrated with their existing governance stack, rather than within Rubrik's platform, require either additional integration work or a purpose-built alternative.
• No endpoint DLP coverage: Rubrik's platform does not monitor or block data movement from managed endpoints. USB transfers, AI tool uploads, and SaaS exfiltration from user devices fall entirely outside its scope.
• Engineer-facing complexity slows time to value: Rubrik's platform is optimized for security engineering teams with expertise in cloud infrastructure. Security operations and governance practitioners without that background face significant onboarding overhead before the platform produces usable output.

What to look for in a Rubrik alternative

Evaluating Rubrik alternatives on backup capability misses the point; these criteria focus on data security, DSPM, and governance coverage for teams that need more than cloud-only visibility.

• On-premises and hybrid coverage: A genuine alternative discovers and classifies sensitive data across on-premises file servers, NAS shares, and legacy databases alongside cloud storage, not just cloud buckets and SaaS exports.
• Standalone deployment: The alternative should be available without being bundled into a broader platform subscription, so data security teams can evaluate and deploy it without being forced into a backup or infrastructure procurement decision.
• Identity integration: The platform should correlate data exposure with identity posture, surfacing which sensitive data is accessible by over-privileged accounts, stale access, or compromised identities across Active Directory and Entra ID.
• Enforcement and remediation capability: Discovery and classification are the first step; the platform should also enforce access policies, trigger governance workflows, or block sensitive data movement, not just report on exposure.
• Endpoint DLP coverage: Organizations where sensitive data exfiltration risks include endpoint channels need a platform that extends coverage to managed devices, including AI tool uploads, USB transfers, and browser-based SaaS exports.
• Operational accessibility for governance teams: The alternative should be usable by security operations and data governance practitioners, not only cloud infrastructure engineers.

The 7 best Rubrik alternatives in 2026

Each platform below is evaluated on standalone deployment, identity governance integration, endpoint DLP coverage, and enforcement scope outside the Rubrik ecosystem.

1. Netwrix DSPM

Netwrix DSPM is a data security posture management platform that discovers, classifies, and governs sensitive data across on-premises, hybrid, and cloud environments. It integrates with Active Directory and Microsoft Entra ID to connect data exposure with identity risk, enabling data access governance alongside classification.

Key features:

• Sensitive data discovery and classification: Identifies PII, PHI, PCI, and IP across on-premises file servers, cloud storage, databases, and SaaS exports.
• Native identity correlation: Connects sensitive data classification results with Active Directory and Entra ID posture, surfacing over-privileged access and stale accounts with data access.
• Data access governance workflows: Triggers access reviews and remediation actions based on classification results.
• Endpoint DLP integration: Extends data loss prevention to endpoint channels through Netwrix Endpoint Protector, covering AI tool uploads and USB transfers.
• Standalone deployment: Activates without a backup platform or broader infrastructure subscription requirement.
• Continuous posture scoring: Provides prioritized remediation recommendations across the data estate via data security posture management scoring.

What to consider:

• Coverage is strongest in Active Directory and Entra ID environments; non-Microsoft IdP integration may require supplemental tooling.
• Security operations teams that need anomaly detection over data access patterns require a separate platform.
• Full deployment across discovery, classification, and access governance modules requires significant configuration.

Best for: Hybrid Microsoft teams that need DSPM with native identity governance and endpoint DLP.

2. Varonis

Varonis is a data security platform focused on unstructured data governance, monitoring access to files, emails, and cloud data across enterprise environments. It applies behavioral analytics to detect insider threats and abnormal data access patterns.

Key features:

• Monitors file, email, and cloud data access using behavioral analytics.
• Maps access permissions and flags overexposed sensitive data, including access granted to former employees and overprivileged accounts.
• Detects abnormal user behavior, including unusual access patterns, mass downloads, and permission escalation.
• Automates least-privilege enforcement by removing stale access based on governance policies.
• Classifies sensitive data across unstructured stores using prebuilt classifiers for regulatory frameworks.

What to consider:

• On-premises licensing reaches end of life on December 31, 2026, requiring SaaS migration planning.
• Coverage is strongest for unstructured data and file stores; coverage for structured databases is more limited.
• Pricing reflects platform breadth; mid-market teams often find Varonis scoped above budget.

Best for: Enterprises focused on unstructured data governance and behavioral analytics for insider threat detection.

3. Microsoft Purview

Microsoft Purview is Microsoft's data governance and compliance platform, providing data discovery, classification, and information protection across Microsoft 365, Azure, and connected third-party environments. It is designed for organizations already operating within the Microsoft ecosystem.

Key features:

• Classifies sensitive data across Microsoft 365, SharePoint, OneDrive, Exchange, and Azure using built-in and custom sensitivity labels.
• Applies Microsoft Information Protection labels to enforce encryption, access restrictions, and retention policies.
• Provides compliance posture scoring and audit trails for regulated industries through Compliance Manager.
• Integrates natively with Microsoft Sentinel for data-related event correlation and investigation.
• Scans multi-cloud and third-party environments through Purview Data Map.

What to consider:

• Coverage depth drops significantly outside the Microsoft ecosystem; AWS, Google Cloud, and on-premises non-Microsoft workloads face material gaps.
• Effective implementation requires significant configuration of sensitivity labels and DLP policies; out-of-box coverage is limited.
• Teams without existing Microsoft E5 licensing face additional licensing costs to access the full Purview feature set.

Best for: Microsoft 365 and Azure teams with E5 licensing seeking built-in DLP without a separate vendor.

4. Cyera

Cyera is a cloud data security platform that discovers and classifies sensitive data across cloud storage, SaaS applications, and data pipelines. It applies AI-driven classification to identify data exposure and misconfigured access in cloud infrastructure.

Key features:

• Discovers sensitive data across AWS, Azure, Google Cloud, and SaaS without agent deployment.
• Classifies data using AI-driven models across unstructured and semi-structured cloud data stores.
• Maps access exposure, identifying publicly accessible, overly permissive, or inactive-identity-accessible cloud data stores.
• Provides automated remediation recommendations for access policy and misconfiguration fixes.
• Integrates with security platforms via API connectors to enable alert routing and workflow automation.

What to consider:

• On-premises and hybrid data environments fall outside Cyera's scanning scope.
• Identity integration is limited to cloud IAM and SaaS access; Active Directory and Entra ID workflows are out of scope.
• Positioned for cloud security engineering teams; governance practitioners may find the operational model less accessible.

Best for: Cloud-first teams needing AI-driven discovery across AWS, Azure, and Google Cloud.

5. BigID

BigID is a data intelligence platform that discovers, classifies, and governs sensitive data across hybrid and multi-cloud environments, with a strong focus on privacy, compliance, and data risk management.

Key features:

• Discovers and classifies personal, sensitive, and regulated data across on-premises databases, cloud storage, SaaS, and email at enterprise scale.
• Provides data risk scoring by correlating data location with access exposure, age, and compliance relevance.
• Supports privacy compliance workflows for GDPR, CCPA, and HIPAA, including automation of data subject requests.
• Maps data lineage and flows for governance and regulatory reporting.
• Integrates with third-party ITSM, SIEM, and governance platforms for workflow automation.

What to consider:

• No native enforcement or blocking; remediation requires integration with separate governance or DLP platforms.
• Implementation effort is significant at scale; deployment timelines for distributed environments can run several months.
• Identity-based access governance is not native; correlating data risk with AD or Entra ID posture requires third-party integration.

Best for: Large enterprises with privacy-first compliance priorities running petabyte-scale, multi-cloud data estates.

6. Sentra

Sentra is a cloud data security posture management platform that scans cloud data stores for sensitive data exposure and misconfigured access across AWS, Azure, and Google Cloud, without requiring infrastructure agents.

Key features:

• Continuously scans cloud data stores, including S3, Azure Blob Storage, BigQuery, and Snowflake, for sensitive data and access misconfigurations.
• Classifies sensitive data using contextual AI models that combine type, location, and access exposure.
• Prioritizes findings by risk severity, surfacing the highest-exposure data assets for remediation first.
• Tracks data movement and copies across cloud environments to identify shadow data and proliferation risks.
• Integrates with cloud security platforms and SIEM tools to route alerts.

What to consider:

• Cloud-only coverage; on-premises and hybrid data stores fall outside its scanning scope.
• No enforcement capability; findings require remediation through separate access management or governance tooling.
• Sentra is a newer entrant; enterprise support depth and long-term roadmap warrant evaluation during proof-of-concept.

Best for: Cloud-first teams seeking continuous DSPM monitoring across major cloud data stores.

7. Securiti

Securiti is a unified data security and governance platform combining sensitive data discovery, privacy compliance management, and data access governance across hybrid and multi-cloud environments. It applies a data command graph to map relationships between data, identities, and applications.

Key features:

• Discovers and classifies sensitive data across on-premises, cloud, and SaaS using a unified data catalog and ML-based classifiers.
• Provides privacy compliance automation for GDPR, CCPA, HIPAA, and other regulatory frameworks, including data subject request workflows.
• Maps access relationships between users, applications, and data assets through a data command graph.
• Applies data controls to restrict access, enforce retention, and trigger remediation based on classification outputs.
• Supports AI governance, classifying data used to train AI models and governing AI access to sensitive data stores.

What to consider:

• Platform breadth means implementation scope can expand significantly; phased deployment is standard in large enterprises.
• Identity integration is broader but shallower than purpose-built identity platforms; Active Directory governance is not a core strength.
• Pricing reflects the breadth of the unified platform; organizations that need only DSPM may find the full suite overbuilt.

Best for: Enterprises seeking a unified platform for data security, privacy compliance, and AI governance.

Choose the right Rubrik alternative

The right Rubrik alternative depends on where sensitive data resides, how teams manage identity and whether enforcement needs to extend to endpoints. The criteria in this guide should help narrow the field.

For teams that need data security and identity governance to work together, Netwrix covers the discovery-to-enforcement loop across four products.

Netwrix DSPM discovers and classifies sensitive data across on-premises, hybrid, and cloud environments and correlates it with identity posture across Active Directory and Entra ID.

Netwrix Threat Manager and Netwrix Threat Prevention deliver behavioral detection and protocol-layer blocking for identity-based attacks.

Netwrix Privilege Secure replaces standing admin access with just-in-time privileged sessions that are recorded automatically.

Netwrix Endpoint Protector extends DLP to endpoints across Windows, macOS, and Linux, including AI tool uploads and USB transfers. The set deploys standalone without a backup subscription requirement.

Request a demo to see how Netwrix covers sensitive data discovery, identity-aware governance, and endpoint enforcement across your specific environment.

Disclaimer: Information in this article was verified as of May 2026. Verify current capabilities directly with each vendor.