Data Security Posture Management Reviews and Ratings
What is Data Security Posture Management?
Data security posture management (DSPM) discovers previously unknown data across on-premises data centers and cloud service providers (CSPs). It also helps categorize and classify previously unknown and discovered unstructured and structured data. As data rapidly proliferates, DSPM assesses who has access to it to determine its security posture and exposure to privacy, security and AI-usage-related risks. DSPM is delivered as software or as a service.
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Semantic Intelligence is a data security governance platform that uses context-aware AI to discover sensitive data, monitor risks, automate remediation, simplify compliance, and accelerate investigations. It delivers smart, targeted protection by understanding how data is used, shared, and exposed. Concentric AI also offers managed services to keep security programs lean, scalable, and effective. This end-to-end platform protects data at rest, data in motion, and all the GenAI tools users interact with so organizations can stay compliant, reduce exposure, and safeguard critical information wherever it lives and however it travels.
Varonis Data Security Platform is a software designed to protect enterprise data by focusing on data access, usage, and governance. The software automates the discovery and classification of sensitive information across file systems, emails, and cloud repositories, providing organizations with visibility into who has access to data, how it is used, and where it is vulnerable. It offers monitoring and alerting on abnormal user activity, permission changes, and potential threats, assisting in the identification of security risks and exposure. The software helps organizations meet compliance requirements by facilitating data retention, access reviews, and reporting. By streamlining permissions management and automating remediation processes, it addresses the business problem of unauthorized access, insider threats, and data breaches within complex IT environments.
AvePoint Confidence Platform is a software designed to facilitate the management, protection, and governance of collaboration data across cloud-based environments such as Microsoft 365, Google Workspace, and Salesforce. The software provides solutions for data migration, backup and recovery, records management, and compliance with regulatory standards. It helps organizations safeguard sensitive information, automate administrative tasks, and maintain access controls for users and content. The software also offers features to monitor usage, optimize storage, enforce retention policies, and enable auditing of user activities to support risk management and transparency in collaborative platforms. Its integrated approach addresses challenges related to data protection, lifecycle management, and regulatory compliance for enterprise workloads.
Cyera Platform is a data security software that enables organizations to discover, classify, and monitor sensitive information across cloud environments. The software provides automated data mapping and risk assessment, supporting compliance requirements by identifying regulated and sensitive data. It offers policy enforcement features that allow users to implement security controls and detect policy violations. Cyera Platform supports integration with existing security and governance tools, enabling collaboration across security and data teams. By offering visibility into data usage and movement, the software assists in managing data protection and addressing security risks associated with cloud adoption.
Sentra is a software designed to provide comprehensive data security and governance solutions for organizations managing cloud environments. The software enables users to discover, classify, and monitor sensitive data across multiple cloud platforms, helping ensure compliance with regulatory standards. Sentra offers features such as continuous data visibility, automated risk assessment, and policy enforcement to identify potential vulnerabilities and prevent unauthorized access. By integrating with existing cloud infrastructure, the software facilitates the management of data permissions and mitigates risks related to data exposure, supporting organizations in securing data assets and maintaining data privacy.
BigID Next is a software that enables organizations to discover, classify, and manage sensitive data across various environments including cloud, hybrid, and on-premises infrastructures. The software utilizes automated scanning and identification techniques to locate structured and unstructured data assets, supporting compliance with regulatory requirements. It offers capabilities for data mapping, policy enforcement, and risk assessment to address privacy, protection, and governance challenges within enterprises. BigID Next provides tools for data inventory, access control, retention management, and remediation of data-related issues, assisting businesses in mitigating data exposure risks and streamlining controls over personal and confidential information.
Symmetry Systems DataGuard is a Data Security Posture Management solution for modern hybrid-cloud environments. It is designed to help CISO’s and senior IT and business decision makers develop a complete understanding of what data they have, where it is located, how it flows through the environment, who has access to it, how it is secured and in what manner it has been used. With full data visibility and pragmatic steps to remediate, DataGuard is used to enact data security controls, practices and programs to protect sensitive data regardless of location. For organizations with stricter compliance requirements, enforcement of data protection policies can be automated through the platform.
Securiti Data Security Posture Management is a software designed to help organizations manage and secure sensitive data across cloud and on-premises environments. The software provides automated discovery, classification, and mapping of sensitive data, enabling organizations to understand data flows and assess risks. It offers visibility into data access, usage patterns, and policy violations, supporting compliance with data protection regulations. Through continuous monitoring and risk assessment, Securiti Data Security Posture Management assists in identifying vulnerabilities related to data exposure, misconfigurations, and potential threats, allowing for the implementation of remediation actions to maintain data security and minimize the risk of breaches.
Arexdata DSPM is the Data Security Platform that Audits, Classifies and Protects data in companies, providing End-to-End Visibility and Traceability in a Centralized way.
The modules included in Arexdata DSPM are the cornerstones of your data risk management strategy.
Files Audit solution contributes to a better security posture by increasing visibility and control over data usage in the organization.
Permissions Management: Reduce security risks and facilitate the administration of your systemsOptimizing . Security with Auditing and Permissions Management.
Data Classification: Classifying sensitive data is an essential practice for safeguarding information and complying with privacy and data protection regulations.
UEBA: This module is designed and configured in an ethical and respectful manner with the privacy of employees, avoiding invasion of their privacy and focusing on protecting the legitimate interests of the organization.
Easily accessible and customizable dashboards.
OneTrust Privacy Automation is a software designed to support organizations in managing and automating privacy compliance tasks. The software offers tools for data mapping, consent management, privacy rights request handling, and policy management. It helps businesses identify and organize personal data, streamline regulatory workflows, automate the generation and maintenance of compliance reports, and manage preferences and requests from data subjects. The software is applicable to privacy regulations and provides features that allow organizations to gain oversight of their data processing activities while reducing manual efforts in privacy management. OneTrust Privacy Automation aims to address business challenges related to meeting regulatory requirements and maintaining up-to-date records of processing activities.
The TrustLogix Cloud Data Security Platform breaks down silos between data owners, security owners, and data consumers with simplified data access management and compliance across all of your cloud data platforms and services, without seeing or touching the data itself.
The TrustLogix Cloud Data Security Platform:
- Discovers cloud data access issues and risks in 30 minutes or less, without requiring visibility to the data itself
- Recommends policies for least-privilege access and remediation of risks
- Deploys fine-grained attribute-based access control (ABAC) and role-based access control (RBAC) policies and centrally manage your data security posture across all clouds and data platforms
- Continuously observe, report, and alert on new issues and risks.
With TrustLogix, data owners and security owners can deliver the right data to the right people, instantly and securely, everytime.
Rubrik DSPM is a software designed to enhance data security and privacy posture management for organizations. The software provides functionalities to discover, classify, and monitor sensitive data across cloud and on-premises environments. It helps identify potential risks and vulnerabilities by offering visibility into data access and usage. The software enables compliance with regulatory requirements through continuous analysis and reporting on data location and security status. Automated workflows support remediation and mitigation activities to reduce exposure of sensitive information. Rubrik DSPM addresses business challenges related to data governance and risk management by helping organizations maintain control over their data assets and ensure compliance with data protection policies.
Cortex Cloud is a software developed by Palo Alto Networks that delivers automated security operations for organizations aiming to enhance cybersecurity posture. The software provides advanced threat detection, investigation, and response capabilities by integrating artificial intelligence and machine learning across security tools and workflows. It enables centralized management of security alerts and incidents, facilitating efficient triage and resolution. Cortex Cloud supports the monitoring and analysis of security data from multiple sources, helping organizations identify vulnerabilities and streamline remediation processes. The software addresses the business challenge of managing complex security environments by providing visibility, automation, and scalability for security operations teams.
Proofpoint Data Security Posture Management provides organizations with visibility into the security and compliance status of their data across cloud and on-premises environments. The SaaS service discovers and classifies sensitive data, assesses and prioritizes risk exposures, and automates remediation of potential risks. It offers tools for mapping data access and attack paths, enforcing data protection policies, and helping organizations meet compliance requirements. Through automation and continuous monitoring, the service helps businesses reduce the risk of data breaches and ensures that data security practices align with internal policies and external standards. DSPM addresses challenges related to data security governance by enabling teams to proactively manage and remediate vulnerabilities found in SaaS, IaaS and on-premises data repositories.
Spirion is a software designed to assist organizations in identifying, classifying, and managing sensitive data across various environments including endpoints, servers, cloud storages, and databases. The software offers features such as data discovery, automated classification, and risk assessment to help reduce exposure to compliance and privacy risks. Spirion supports data protection initiatives by enabling organizations to track and monitor personal and confidential information, apply remediation actions, and maintain regulatory compliance. It addresses the business problem of safeguarding sensitive data such as personal identifiers and financial records from unauthorized access or data breaches, thereby supporting data governance and security policies within an enterprise.
Imperva Database Security is a software designed to protect databases by providing monitoring, auditing, and real-time threat detection capabilities. The software helps organizations safeguard sensitive data through activity tracking, vulnerability assessment, and access control features. It enables visibility into database interactions and identifies risk patterns to address potential security incidents. The software supports compliance requirements by offering automated auditing and detailed reporting, allowing organizations to track changes and access attempts within their database environments. Imperva Database Security aims to minimize the risk of unauthorized data access and data breaches, helping businesses address data protection challenges and maintain regulatory compliance within their operational infrastructure.
CrowdStrike Falcon Cloud Security is a software designed to provide cloud-native security for workloads, applications, and containers across public, private, and hybrid cloud environments. The software delivers continuous monitoring, threat detection, and automated response capabilities to help organizations protect against vulnerabilities and unauthorized access. It integrates with existing cloud platforms to offer visibility into cloud assets and activities, allowing businesses to address compliance requirements and manage risks associated with cloud infrastructure. By leveraging real-time analytics and threat intelligence, the software enables organizations to safeguard cloud resources and maintain security posture throughout the application lifecycle.
Forcepoint DSPM is a software designed for data security posture management, enabling organizations to identify, classify, and control sensitive data across various environments including cloud and on-premises systems. The software automates the discovery of structured and unstructured data, maps data flows, and monitors access to enforce compliance with regulatory requirements. It provides centralized visibility into data usage and risk exposure, assisting organizations in managing data privacy and minimizing the risk of data breaches. The software supports policy enforcement to maintain data governance and ensures that only authorized users can access specific data sets. Forcepoint DSPM addresses business challenges related to data security, compliance, and the prevention of data loss or unauthorized disclosure.
LightBeam is a software designed to support organizations in managing and protecting sensitive data across cloud and on-premises environments. The software provides features such as automated data discovery, classification, and mapping to help identify and categorize personal and sensitive information. It supports policy management for data governance and enables compliance with various privacy regulations by offering user access controls, risk assessment, and audit capabilities. LightBeam also facilitates incident response by monitoring data flow, detecting potential data exposures, and providing actionable insights to address vulnerabilities. The software assists businesses in reducing the risk of data breaches and improving overall data privacy practices.
Qohash offers data security solutions through its DSPM (Data Security Posture Management) technology. This technology provides a comprehensive view of sensitive information stored in various unstructured data sources. Qohash's Qostodian platform actively detects, inventories, and monitors individual data elements across workstations, attached and shared drives, and Microsoft 365 cloud applications. With Qostodian, companies gain detailed insights to continuously monitor their security status, address security issues promptly, mitigate significant risks, and implement necessary controls for ongoing security enhancement. Qostodian provides reverse search functionality that saves valuable remediation time. The platform allows users to trace the complete data lineage of credit card, bank account, or other sensitive data elements, including tracking data movement, touchpoints, and destinations.
Features of Data Security Posture Management
Updated January 2026Mandatory Features:
Data classification: Automatically classify and tag data based on categories, such as personally identifiable information (PII), financial data, health information and intellectual property. DSPM tools use pattern recognition, machine learning and contextual analysis to label data.
Data discovery: Identify and locate sensitive information within an organization’s data repositories. DSPM tools can provide visibility across: (a) Managed cloud data warehouses (b) Unmanaged databases running on-premises (c) Object storage, such as file stores, managed on-premises and in the cloud
Data risk analysis and posture management: Assign risk scores to data based on factors such as sensitivity, access patterns and exposure. DSPM tools continuously monitor and analyze access patterns, configurations and compliance with security policies to identify vulnerabilities and misconfigurations.



















