# Incydr vs Varonis Data Security Platform Comparison - What are their main differences? At a Glance Star Rating **Incydr** [ 4.2/5(44) ](https://www.g2.com/products/incydr/reviews#reviews) **Varonis Data Security Platform** [ 4.6/5(88) ](https://www.g2.com/products/varonis-data-security-platform/reviews#reviews) Market Segments **Incydr** Enterprise (43.6% of reviews) **Varonis Data Security Platform** Enterprise (62.1% of reviews) Pros & Cons **Incydr** [ Customer Support (1) ](https://www.g2.com/products/incydr/reviews?filters%5Bsentiment_snippet%5D=2479691&qs=pros-and-cons#reviews)[ Features (1) ](https://www.g2.com/products/incydr/reviews?filters%5Bsentiment_snippet%5D=2479682&qs=pros-and-cons#reviews)[ Difficult Setup (2) ](https://www.g2.com/products/incydr/reviews?filters%5Bsentiment_snippet%5D=2479693&qs=pros-and-cons#reviews)[ Setup Difficulties (2) ](https://www.g2.com/products/incydr/reviews?filters%5Bsentiment_snippet%5D=2479697&qs=pros-and-cons#reviews) **Varonis Data Security Platform** [ Security (22) ](https://www.g2.com/products/varonis-data-security-platform/reviews?filters%5Bsentiment_snippet%5D=1777194&qs=pros-and-cons#reviews)[ Data Protection (21) ](https://www.g2.com/products/varonis-data-security-platform/reviews?filters%5Bsentiment_snippet%5D=1777352&qs=pros-and-cons#reviews)[ Complexity (18) ](https://www.g2.com/products/varonis-data-security-platform/reviews?filters%5Bsentiment_snippet%5D=1778311&qs=pros-and-cons#reviews)[ Learning Curve (10) ](https://www.g2.com/products/varonis-data-security-platform/reviews?filters%5Bsentiment_snippet%5D=2257128&qs=pros-and-cons#reviews) Entry-Level Pricing **Incydr** No pricing available **Varonis Data Security Platform** No pricing available Summary AI Generated Summary AI-generated. Powered by real user reviews. - **G2 reviewers report** that Incydr excels in **ease of use** , with users appreciating its straightforward interface and robust features. One user highlighted its effectiveness in monitoring potential data exfiltration, making it a solid choice for organizations focused on insider risk management. - **Users say** that Varonis Data Security Platform stands out for its **deep visibility** into data access and user behavior. Reviewers frequently mention its ability to identify overexposed data and excessive permissions, which is crucial for maintaining data security across complex environments. - **According to verified reviews** , Incydr has received positive feedback for its **support quality** , with users noting that the assistance provided is both responsive and helpful. This aspect can be a significant advantage for teams that require ongoing guidance during implementation. - **Reviewers mention** that Varonis offers a comprehensive **data discovery** feature, which automatically identifies and classifies sensitive data. This capability has been praised by users as one of the strongest tools for data security, particularly in mid-sized environments. - **G2 reviewers highlight** that while Incydr has a higher score for **ease of setup** , Varonis still provides a reliable implementation experience. Users appreciate the intuitive onboarding process of Incydr, which can help teams get started quickly. - **Users express concerns** about Varonis's **quality of support** , which, while generally positive, has received lower ratings compared to Incydr. Some users feel that there is room for improvement in response times and the depth of support provided. Pricing Entry-Level Pricing **Incydr** Incydr No pricing available **Varonis Data Security Platform** Varonis Data Security Platform No pricing available Free Trial **Incydr** Incydr Free Trial is available **Varonis Data Security Platform** Varonis Data Security Platform No trial information available Ratings Meets Requirements 8.8 35 9.2 75 Ease of Use 9.0 35 8.1 79 Ease of Setup 8.0 24 8.0 73 Ease of Admin 8.5 20 8.2 38 Quality of Support 8.3 32 9.4 75 Has the product been a good partner in doing business? 8.8 18 9.3 39 Product Direction (% positive) 7.6 34 9.1 77 Features by Category Artificial Intelligence[Hide 37 FeaturesShow 37 Features](javascript:void(0);) Not enough data Not enough data Additional Functionality Tagging Not enough data Not enough data Natural Language Processing Not enough data Not enough data Data Extraction Not enough data Not enough data Multi-Language Not enough data Not enough data Predictive Analytics Not enough data Not enough data Drag & Drop Not enough data Not enough data Speech Recognition Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Data Storage Management Not enough data Not enough data Virtual Personal Assistant (VPA) Not enough data Not enough data AI Copilot Not enough data Not enough data Customer Segmentation Not enough data Not enough data Collaboration Tools Not enough data Not enough data Data Import/Export Not enough data Not enough data Generative AI Not enough data Not enough data For eCommerce Not enough data Not enough data Role-Based Permissions Not enough data Not enough data Customizable Branding Not enough data Not enough data Search/Filter Not enough data Not enough data Monitoring Not enough data Not enough data Document Management Not enough data Not enough data API Not enough data Not enough data Data Visualization Not enough data Not enough data Trend Analysis Not enough data Not enough data Machine Learning Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Alerts/Escalation Not enough data Not enough data Performance Metrics Not enough data Not enough data Real-Time Data Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Mobile App Not enough data Not enough data Multiple Data Sources Not enough data Not enough data For Sales Teams/Organizations Not enough data Not enough data Sentiment Analysis Not enough data Not enough data Activity Dashboard Not enough data Not enough data Chatbot Not enough data Not enough data Workflow Automation Not enough data Not enough data Identity Management[Hide 44 FeaturesShow 44 Features](javascript:void(0);) Not enough data Not enough data Additional Functionality Fraud Detection Not enough data Not enough data PCI Compliance Not enough data Not enough data Application Management Not enough data Not enough data Audit Management Not enough data Not enough data Single Sign On Not enough data Not enough data Secure Data Storage Not enough data Not enough data SSL Security Not enough data Not enough data Privileged Account Management Not enough data Not enough data Reporting & Statistics Not enough data Not enough data Two-Factor Authentication Not enough data Not enough data Member Accounts Not enough data Not enough data HIPAA Compliant Not enough data Not enough data AI Copilot Not enough data Not enough data Self-Service Access Request Not enough data Not enough data User Provisioning Not enough data Not enough data Audit Trail Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Real-Time Notifications Not enough data Not enough data Active Directory Integration Not enough data Not enough data Authentication Not enough data Not enough data Compliance Management Not enough data Not enough data Workflow Management Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Access Management Not enough data Not enough data Secure Login Not enough data Not enough data Customizable Branding Not enough data Not enough data Real-Time Monitoring Not enough data Not enough data Security Auditing Not enough data Not enough data Policy Management Not enough data Not enough data Data Synchronization Not enough data Not enough data Collaboration Tools Not enough data Not enough data API Not enough data Not enough data Unified Directory Not enough data Not enough data Multi-Factor Authentication Not enough data Not enough data Biometrics Not enough data Not enough data Activity Dashboard Not enough data Not enough data Generative AI Not enough data Not enough data Credential Management Not enough data Not enough data Event Logs Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Password Management Not enough data Not enough data Access Certification Not enough data Not enough data Self Service Portal Not enough data Not enough data Mobile Access Not enough data Not enough data Data Governance[Hide 70 FeaturesShow 70 Features](javascript:void(0);) Not enough data 8.7 19 Administration Data Modelling Not enough data Feature Not Available Recommendations Not enough data Feature Not Available Workflow Management Not enough data Feature Not Available Dashboards and Visualizations Not enough data 8.8(won by default) 15 Configurable Workflow Not enough data Not enough data Rules-Based Workflow Not enough data Not enough data Management Business Glossary Not enough data Feature Not Available Data Discovery Not enough data 8.9(won by default) 11 Data Profililng Not enough data 8.5(won by default) 11 Reporting and Visualization Not enough data 8.6(won by default) 13 Data Lineage Not enough data 8.7(won by default) 10 Data Visualization Not enough data Not enough data Compliance Sensitive Data Compliance Not enough data 9.2(won by default) 12 Training and Guidelines Not enough data 8.3(won by default) 10 Policy Enforcement Not enough data 9.2(won by default) 10 Compliance Monitoring Not enough data 9.6(won by default) 13 Real-Time Monitoring Not enough data Not enough data Security Access Control Not enough data 9.0(won by default) 12 Roles Management Not enough data 8.5(won by default) 13 Compliance Management Not enough data 9.1(won by default) 11 Deletion Management Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data User Management Not enough data Not enough data Process Management Not enough data Not enough data Audit Management Not enough data Not enough data Metadata Management Not enough data Not enough data Data Quality Data Preparation Not enough data Feature Not Available Data Distribution Not enough data Feature Not Available Data Unification Not enough data Feature Not Available Maintainence Data Quality Management Not enough data Feature Not Available Policy Management Not enough data 8.7(won by default) 9 Data Storage Management Not enough data Not enough data Generative AI AI Text Generation Not enough data 8.0(won by default) 9 AI Text Summarization Not enough data 8.1(won by default) 9 Generative AI Not enough data Not enough data Agentic AI - Data Governance Autonomous Task Execution Not enough data Not enough data Multi-step Planning Not enough data Not enough data Cross-system Integration Not enough data Not enough data Adaptive Learning Not enough data Not enough data Natural Language Interaction Not enough data Not enough data Decision Making Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Active Directory Integration Not enough data Not enough data Additional Functionality AI Copilot Not enough data Not enough data Reporting & Statistics Not enough data Not enough data Data Migration Not enough data Not enough data Archiving & Retention Not enough data Not enough data Data Capture and Transfer Not enough data Not enough data Audit Trail Not enough data Not enough data Data Synchronization Not enough data Not enough data Single Sign On Not enough data Not enough data Customizable Reports Not enough data Not enough data Data Profiling Not enough data Not enough data Authentication Not enough data Not enough data Role-Based Permissions Not enough data Not enough data Tagging Not enough data Not enough data Secure Data Storage Not enough data Not enough data Data Security Not enough data Not enough data HIPAA Compliant Not enough data Not enough data SSL Security Not enough data Not enough data Risk Assessment Not enough data Not enough data Data Mapping Not enough data Not enough data Search/Filter Not enough data Not enough data Self Service Portal Not enough data Not enough data Multiple Data Sources Not enough data Not enough data Document Storage Not enough data Not enough data API Not enough data Not enough data Activity Tracking Not enough data Not enough data Automatic Backup Not enough data Not enough data Visual Analytics Not enough data Not enough data Data Loss Prevention (DLP)[Hide 59 FeaturesShow 59 Features](javascript:void(0);) Not enough data 9.0 18 Administration Data Management Not enough data 8.9(won by default) 11 Incident Logs Not enough data 9.2(won by default) 12 Reporting Not enough data 8.6(won by default) 14 Workflow Management Not enough data Not enough data Remediation Management Not enough data Not enough data User Management Not enough data Not enough data Configuration Management Not enough data Not enough data Data Storage Management Not enough data Not enough data Policy Management Not enough data Not enough data Compliance Management Not enough data Not enough data Web Threat Management Not enough data Not enough data Incident Management Not enough data Not enough data Governance Access Control Not enough data 9.2(won by default) 12 Compliance Not enough data 9.1(won by default) 13 Data Visibility Not enough data 8.9(won by default) 16 Access Controls/Permissions Not enough data Not enough data Security Encryption Not enough data 8.5(won by default) 13 Endpoint Intelligence Not enough data 9.1(won by default) 11 Activity Monitoring Not enough data 9.2(won by default) 13 Breach Detection Not enough data 9.3(won by default) 14 Real-Time Monitoring Not enough data Not enough data Additional Functionality Personally Identifiable Information Protection Not enough data Not enough data Data Discovery Not enough data Not enough data Behavior Tracking Not enough data Not enough data Remote Wipe Not enough data Not enough data Risk Analysis Not enough data Not enough data Insider Threat Protection Not enough data Not enough data Anti Virus Not enough data Not enough data Whitelisting/Blacklisting Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Watermarking Not enough data Not enough data Generative AI Not enough data Not enough data Security Auditing Not enough data Not enough data API Not enough data Not enough data Ransomware Protection Not enough data Not enough data Multi-Factor Authentication Not enough data Not enough data Automatic Backup Not enough data Not enough data Multi-Device Support Not enough data Not enough data Compliance Tracking Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Secure Data Storage Not enough data Not enough data Data Recovery Not enough data Not enough data Activity Tracking Not enough data Not enough data External Storage Device Blocking Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Audit Trail Not enough data Not enough data File Quarantining Not enough data Not enough data Disaster Recovery Not enough data Not enough data Intellectual Property Protection Not enough data Not enough data Alerts/Escalation Not enough data Not enough data Risk Assessment Not enough data Not enough data Sensitive Data Identification Not enough data Not enough data Real-Time Notifications Not enough data Not enough data Risk Alerts Not enough data Not enough data Data Classification Not enough data Not enough data Data Replication Not enough data Not enough data AI Copilot Not enough data Not enough data File Transfer Not enough data Not enough data HIPAA Compliant Not enough data Not enough data Data-Centric Security[Hide 57 FeaturesShow 57 Features](javascript:void(0);) Not enough data 8.8 44 Data Protection Sensitive Data Discovery Not enough data 9.3(won by default) 37 Structured and Unstructured Data Not enough data 8.6(won by default) 31 Encryption Not enough data 8.6(won by default) 28 Persistent Protection Not enough data 8.9(won by default) 29 Data Masking Not enough data 8.6(won by default) 27 Data Governance and Access Management Not enough data 9.1(won by default) 35 Audit and Reporting Not enough data 8.8(won by default) 33 Web Traffic Reporting Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Real-Time Data Not enough data Not enough data Endpoint Protection Not enough data Not enough data DDoS Protection Not enough data Not enough data Compliance At-Risk Analysis Not enough data 8.8(won by default) 29 DLP Configuration Not enough data 8.6(won by default) 27 Usability Visualization Not enough data 8.7(won by default) 29 AI Algorithyms Not enough data 8.4(won by default) 28 Cross-Platforms Not enough data 8.8(won by default) 31 Generative AI Not enough data Not enough data Data Visualization Not enough data Not enough data Additional Functionality Threat Response Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Collaboration Tools Not enough data Not enough data Secure Login Not enough data Not enough data AI/Machine Learning Not enough data Not enough data Data Security Not enough data Not enough data Single Sign On Not enough data Not enough data Behavioral Analytics Not enough data Not enough data Prioritization Not enough data Not enough data Reporting & Statistics Not enough data Not enough data IOC Verification Not enough data Not enough data Monitoring Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Two-Factor Authentication Not enough data Not enough data Server Monitoring Not enough data Not enough data Vulnerability Scanning Not enough data Not enough data Activity Tracking Not enough data Not enough data Activity Dashboard Not enough data Not enough data HIPAA Compliant Not enough data Not enough data Event Logs Not enough data Not enough data Risk Assessment Not enough data Not enough data Real-Time Notifications Not enough data Not enough data AI Copilot Not enough data Not enough data Real-Time Monitoring Not enough data Not enough data Whitelisting/Blacklisting Not enough data Not enough data Authentication Not enough data Not enough data Audit Trail Not enough data Not enough data API Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Activity Monitoring Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Secure Data Storage Not enough data Not enough data Risk Alerts Not enough data Not enough data Behavior Tracking Not enough data Not enough data Anti Virus Not enough data Not enough data Tokenization Not enough data Not enough data Security Auditing Not enough data Not enough data SSL Security Not enough data Not enough data Privileged Access Management (PAM)[Hide 62 FeaturesShow 62 Features](javascript:void(0);) Not enough data 8.9 6 Administration Policy, User, and Role Management Not enough data Not enough data Approval Workflows Not enough data Not enough data Automated Provisioning Not enough data Feature Not Available Bulk Changes Not enough data Not enough data Centralized Management Not enough data Not enough data Self-Service Access Requests Not enough data Feature Not Available Configurable Workflow Not enough data Not enough data User Management Not enough data Not enough data User Session Management Not enough data Not enough data Password Management Not enough data Not enough data Workflow Management Not enough data Not enough data Policy Management Not enough data Not enough data Access Management Not enough data Not enough data Endpoint Management Not enough data Not enough data Functionality Multi-Factor Authentication Not enough data Feature Not Available Single Sign-On Not enough data Feature Not Available BYOD support Not enough data Feature Not Available Password Vault Not enough data Feature Not Available Centralized management Not enough data Feature Not Available Role-based security Not enough data Not enough data Live notifications Not enough data Not enough data Live session recording & playback Not enough data Feature Not Available Hide passwords Not enough data Feature Not Available Temporary, time-limited privilege Not enough data Not enough data Compliance Management Not enough data Not enough data Remote Monitoring & Management Not enough data Not enough data Credential Management Not enough data Not enough data Incident Management Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Real-Time Notifications Not enough data Not enough data Network Security Not enough data Not enough data Multi-Factor Authentication Not enough data Not enough data Monitoring Audit Logging Not enough data 9.3(won by default) 5 Activity Logging Not enough data 9.3(won by default) 5 Anomaly Detection Not enough data Not enough data Reporting Audit log Not enough data 9.0(won by default) 5 Reporting Not enough data 8.7(won by default) 5 Event Logs Not enough data Not enough data Additional Functionality Role-Based Permissions Not enough data Not enough data Audit Trail Not enough data Not enough data Approval Process Control Not enough data Not enough data Security Auditing Not enough data Not enough data Activity Tracking Not enough data Not enough data Data Verification Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Activity Dashboard Not enough data Not enough data Secure Data Storage Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data HIPAA Compliant Not enough data Not enough data Behavioral Analytics Not enough data Not enough data Application Access Control Not enough data Not enough data Multiple User Accounts Not enough data Not enough data PCI Compliance Not enough data Not enough data API Not enough data Not enough data User Activity Monitoring Not enough data Not enough data Device Auto Discovery Not enough data Not enough data Generative AI Not enough data Not enough data Network Monitoring Not enough data Not enough data AI Copilot Not enough data Not enough data Real-Time Monitoring Not enough data Not enough data Threat Intelligence Not enough data Not enough data Sensitive Data Discovery[Hide 50 FeaturesShow 50 Features](javascript:void(0);) Not enough data 9.2 17 Functionality Structure type Not enough data 9.0(won by default) 14 Contextual search Not enough data 8.8(won by default) 16 Template algorithms Not enough data 8.9(won by default) 16 Custom algorithms Not enough data 8.6(won by default) 15 False-positive management Not enough data 8.9(won by default) 14 Multiple file and location types Not enough data 9.0(won by default) 14 Real-time monitoring Not enough data 9.0(won by default) 13 Dashboard Not enough data 9.4(won by default) 16 Compliance Not enough data 9.5(won by default) 13 Reporting Not enough data 9.5(won by default) 16 Data Dictionary Management Not enough data Not enough data Metadata Management Not enough data Not enough data Workflow Management Not enough data Not enough data Compliance Management Not enough data Not enough data Agentic AI - Sensitive Data Discovery Autonomous Task Execution Not enough data 9.7(won by default) 5 Multi-step Planning Not enough data 9.7(won by default) 5 Cross-system Integration Not enough data 9.3(won by default) 5 Proactive Assistance Not enough data 9.7(won by default) 5 Third-Party Integrations Not enough data Not enough data Additional Functionality Data Visualization Not enough data Not enough data Visual Analytics Not enough data Not enough data Multiple Data Sources Not enough data Not enough data Sensitive Data Identification Not enough data Not enough data Data Import/Export Not enough data Not enough data Trend Analysis Not enough data Not enough data Data Transformation Not enough data Not enough data AI Copilot Not enough data Not enough data Search/Filter Not enough data Not enough data File Sharing Not enough data Not enough data API Not enough data Not enough data Customizable Reports Not enough data Not enough data Dashboard Creation Not enough data Not enough data Forecasting Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Generative AI Not enough data Not enough data Self Service Data Preparation Not enough data Not enough data Data Connectors Not enough data Not enough data Data Mapping Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Data Extraction Not enough data Not enough data Activity Tracking Not enough data Not enough data Data Cleansing Not enough data Not enough data Drag & Drop Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Publishing/Sharing Not enough data Not enough data Data Synchronization Not enough data Not enough data Big Data Analytics Not enough data Not enough data Ad hoc Query Not enough data Not enough data Data Modeling Not enough data Not enough data AI/Machine Learning Not enough data Not enough data Insider Threat Management (ITM)[Hide 9 FeaturesShow 9 Features](javascript:void(0);) Not enough data 9.1 9 Functionality Silent Deploy Not enough data 8.7(won by default) 9 Detect Data Movement Not enough data 9.2(won by default) 8 File and Application Activity Not enough data 9.4(won by default) 8 Trigger Alerts Not enough data 8.9(won by default) 9 Searchable Evidence Not enough data 9.4(won by default) 8 Risk Scoring Not enough data 8.8(won by default) 8 Monitoring Screen Recording Feature Not Available Feature Not Available Keystroke Logging Feature Not Available Feature Not Available Sentiment Analysis Feature Not Available 9.2(won by default) 8 SaaS Security Posture Management (SSPM) Solutions[Hide 9 FeaturesShow 9 Features](javascript:void(0);) Not enough data Not enough data Monitoring Automatic Misconfiguration Discovery Not enough data Not enough data User Permission Monitoring Not enough data Not enough data Compliance Risk Monitoring Not enough data Not enough data Agentic AI - SaaS Security Posture Management (SSPM) Solutions Features Autonomous Task Execution Not enough data Not enough data Adaptive Learning Not enough data Not enough data Security Sensitive Data Discovery Not enough data Not enough data Data Movement Monitoring Not enough data Not enough data Automatic Remediation Not enough data Not enough data Dashboard Not enough data Not enough data User and Entity Behavior Analytics (UEBA)[Hide 11 FeaturesShow 11 Features](javascript:void(0);) Not enough data 9.5 10 Agentic AI - User and Entity Behavior Analytics (UEBA) Autonomous Task Execution Not enough data Not enough data Multi-step Planning Not enough data Not enough data Proactive Assistance Not enough data Not enough data Decision Making Not enough data Not enough data Analysis Continuous Analysis Not enough data 9.3(won by default) 7 Behavioral Analysis Not enough data 9.6(won by default) 8 Data Context Not enough data 9.5(won by default) 7 Activity Logging Not enough data 9.3(won by default) 10 Detection Anomaly Detection Not enough data 10.0(won by default) 9 Incident Alerts Not enough data 9.7(won by default) 10 Activity Monitoring Not enough data 9.4(won by default) 9 Data Security Posture Management (DSPM)[Hide 9 FeaturesShow 9 Features](javascript:void(0);) Not enough data 9.9 12 Discovery & Classification - Data Security Posture Management (DSPM) Continuous real‑time monitoring Not enough data 9.7(won by default) 10 Discover & classify sensitive data Not enough data 10.0(won by default) 6 Custom classification support Not enough data Not enough data Risk Prioritization - Data Security Posture Management (DSPM) Detect excessive entitlements & toxic combinations Not enough data 10.0(won by default) 6 Compliance posture assessment Not enough data Not enough data Risk‑based exposure scoring Not enough data Not enough data Remediation & Governance - Data Security Posture Management (DSPM) Guided remediation actions Not enough data Not enough data Integration with enforcement tools Not enough data Not enough data Track remediation progress & trends Not enough data Not enough data AI Security Posture Management (AI-SPM) Tools[Hide 9 FeaturesShow 9 Features](javascript:void(0);) Not enough data Not enough data Functionality - AI Security Posture Management (AI-SPM) Tools Security Ecosystem Integration Not enough data Not enough data AI Asset Discovery Not enough data Not enough data Adaptive Policy Updates Not enough data Not enough data Access and Permissions Monitoring Not enough data Not enough data Policy Enforcement Not enough data Not enough data Risk Assessment - AI Security Posture Management (AI-SPM) Tools AI Risk Assessment Not enough data Not enough data AI Asset Posture Scoring Not enough data Not enough data Governance & Compliance - AI Security Posture Management (AI-SPM) Tools AI‑Generated Content Controls Not enough data Not enough data Audit Trails Not enough data Not enough data Cloud Security[Hide 48 FeaturesShow 48 Features](javascript:void(0);) Not enough data Not enough data Cloud Visibility Data Discovery Not enough data Not enough data Cloud Registry Not enough data Not enough data Cloud Gap Analytics Not enough data Not enough data Security Data Security Not enough data Not enough data Data loss Prevention Not enough data Not enough data Security Auditing Not enough data Not enough data Real-Time Data Not enough data Not enough data Cloud Application Security Not enough data Not enough data SSL Security Not enough data Not enough data Identity SSO Not enough data Not enough data Governance Not enough data Not enough data User Analytics Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Visual Analytics Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Additional Functionality Alerts/Notifications Not enough data Not enough data AI Copilot Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Endpoint Management Not enough data Not enough data Intrusion Detection System Not enough data Not enough data Compliance Management Not enough data Not enough data HIPAA Compliant Not enough data Not enough data Search/Filter Not enough data Not enough data API Not enough data Not enough data Two-Factor Authentication Not enough data Not enough data Data Visualization Not enough data Not enough data Risk Assessment Not enough data Not enough data Real-Time Monitoring Not enough data Not enough data Event Logs Not enough data Not enough data Activity Dashboard Not enough data Not enough data Audit Management Not enough data Not enough data Cloud Security Policy Management Not enough data Not enough data Vulnerability Protection Not enough data Not enough data Anti Virus Not enough data Not enough data Incident Management Not enough data Not enough data Threat Intelligence Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Reporting & Statistics Not enough data Not enough data User Management Not enough data Not enough data Encryption Not enough data Not enough data Vulnerability Scanning Not enough data Not enough data Generative AI Not enough data Not enough data Status Tracking Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Real-Time Notifications Not enough data Not enough data Patch Management Not enough data Not enough data Monitoring Not enough data Not enough data Cloud Encryption Not enough data Not enough data Data Security[Hide 12 FeaturesShow 12 Features](javascript:void(0);) Not enough data Not enough data Compliance Access Management Not enough data Not enough data At-Risk Analysis Not enough data Not enough data DLP Configuration Not enough data Not enough data Sensitive Data Compliance Not enough data Not enough data Administration Database Management Not enough data Not enough data Deduplication Not enough data Not enough data Backup Not enough data Not enough data API / integrations Not enough data Not enough data Security Multi-Factor Authentication Not enough data Not enough data Data Transport Not enough data Not enough data Data Types Not enough data Not enough data Security Tools Not enough data Not enough data Reviews Reviewers' Company Size [![Incydr](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_bc9c82db6b8fbc86566d8d997b2c9413/incydr.jpg "Incydr")](https://www.g2.com/products/incydr/reviews) Incydr Small-Business(50 or fewer emp.) 30.8% Mid-Market(51-1000 emp.) 25.6% Enterprise(\> 1000 emp.) 43.6% [![Varonis Data Security Platform](https://images.g2crowd.com/uploads/product/hd_favicon/716388d31e0b0e4c5e26fb7a5ee923ca/varonis-data-security-platform.svg "Varonis Data Security Platform")](https://www.g2.com/products/varonis-data-security-platform/reviews) Varonis Data Security Platform Small-Business(50 or fewer emp.) 8.0% Mid-Market(51-1000 emp.) 29.9% Enterprise(\> 1000 emp.) 62.1% Small-Business (50 or fewer emp.) 30.8% 8.0% Mid-Market (51-1000 emp.) 25.6% 29.9% Enterprise (\> 1000 emp.) 43.6% 62.1% Reviewers' Industry [![Incydr](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_bc9c82db6b8fbc86566d8d997b2c9413/incydr.jpg "Incydr")](https://www.g2.com/products/incydr/reviews) Incydr Higher Education 12.8% Computer Software 10.3% Retail 5.1% Computer & Network Security 5.1% Computer Networking 5.1% Other 61.5% [![Varonis Data Security Platform](https://images.g2crowd.com/uploads/product/hd_favicon/716388d31e0b0e4c5e26fb7a5ee923ca/varonis-data-security-platform.svg "Varonis Data Security Platform")](https://www.g2.com/products/varonis-data-security-platform/reviews) Varonis Data Security Platform Financial Services 12.2% Manufacturing 11.0% Retail 8.5% Accounting 7.3% Insurance 4.9% Other 56.1% Alternatives **Incydr Alternatives** ![Veeam Data Platform](https://images.g2crowd.com/uploads/product/hd_favicon/a179f521693e62ccbdd5f80b4da072ec/veeam-data-platform.svg "Veeam Data Platform") [ Veeam Data Platform ](/products/veeam-data-platform/reviews) ![Teramind](https://images.g2crowd.com/uploads/product/hd_favicon/1fa9e1895ad82acdd3c659a02f7b4e99/teramind.svg "Teramind") [ Teramind 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