SentinelOne Singularity Data Lake

SentinelOne Singularity Data Lake is a high-performance, cloud-native security data lake and Open XDR analytics platform engineered to ingest, normalize, and analyze all enterprise security telemetry at petabyte scale with ultra-low latency. Built upon the hyper-scalable DataSet engine and natively unified with the SentinelOne Singularity Platform, Singularity Data Lake breaks down security silos by converging first-party endpoint, identity, and cloud telemetry alongside third-party data from firewalls, email gateways, identity providers, and multi-cloud environments into an Open Cybersecurity Schema Framework (OCSF) standard format.

The platform eliminates the performance and cost constraints of legacy SIEMs through an optimized index-free columnar architecture that enables sub-second search speeds across petabytes of live streaming and historical data. Key technical capabilities include sub-second query performance using SentinelOne PowerQuery (S-PQ), automated cross-domain correlation rules mapped to the MITRE ATT&CK framework, integrated generative AI assistance powered by Purple AI for natural language querying and automated incident summarization, customizable dashboards, and automated alert triage. Furthermore, cost-effective long-term data retention allows security teams to store compliance data for years without exhausting budgets.

Singularity Data Lake integrates with hundreds of enterprise data sources through the Singularity Marketplace, including Cisco, Palo Alto Networks, Fortinet, Zscaler, Proofpoint, Okta, Microsoft Entra ID, AWS, and Azure. Primary enterprise use cases include modernizing enterprise SOC infrastructure, replacing legacy SIEMs to drastically reduce licensing and storage expenses, executing lightning-fast threat hunts across massive datasets, and fulfilling regulatory log retention requirements like PCI-DSS 4.0 and HIPAA. SentinelOne Singularity Data Lake sets a new standard for security analytics and data velocity.