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Exabeam

Security analytics platform using behavioral modeling and machine learning for threat detection.

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About

Exabeam operates as a leading provider of cloud-native security analytics platforms designed for modern enterprise threat detection. The company specializes in behavioral modeling and machine learning technologies that analyze user and entity behavior to identify advanced persistent threats, insider risks, and anomalous activities across complex IT environments.

The platform combines User and Entity Behavior Analytics (UEBA) with Security Information and Event Management (SIEM) capabilities through its Fusion platform. Exabeam's behavioral models establish baseline patterns for users, devices, and applications, then apply machine learning algorithms to detect deviations that may indicate security incidents. The system processes data from cloud applications, on-premises infrastructure, and hybrid environments to provide comprehensive visibility.

Key platform components include:

  • Advanced Analytics for behavioral modeling and risk scoring
  • Data Lake for scalable log management and retention
  • Case Management for incident response workflows
  • Threat Intelligence integration for enhanced context
  • Automated investigation capabilities with Smart Timelines

What distinguishes Exabeam is its focus on reducing false positives through behavioral context rather than relying solely on signature-based detection. The platform's machine learning models adapt to organizational patterns, improving accuracy over time. Smart Timelines automatically reconstruct incident sequences, enabling security teams to understand attack progression and scope more efficiently.

The solution serves enterprises across various industries, particularly those with complex user environments and regulatory compliance requirements. Financial services, healthcare, government agencies, and technology companies utilize Exabeam to detect insider threats, account compromises, and sophisticated attack campaigns that traditional security tools might miss.

Exabeam positions itself within the broader Security Operations Center (SOC) ecosystem as a next-generation SIEM alternative. The platform integrates with existing security infrastructure while providing cloud-scale analytics capabilities. This approach addresses the limitations of legacy SIEM solutions, offering improved performance, reduced operational overhead, and enhanced threat detection accuracy for modern security operations teams.