AI Data Pipelines
Security telemetry is growing at 35% annually, and the tools built to manage it were never designed for this volume. Singularity™ AI Data Pipelines transform raw telemetry into cleaner, AI-ready data for your SOC.
REDUCE DATA VOLUME
AI identifies and filters low-value telemetry so your SIEM only ingests what matters.
Identify repetitive, low-value logs automatically
Reduce data volume by up to 80%
Preserve the signals that drive detections and investigations
SIMPLIFY SIEM MIGRATION
Skip the pipeline rewrites and get high-value data flowing faster.
Work with existing collectors, no new infrastructure required
Minimize rework with AI-driven normalization
Accelerate time to value during migration
EXPAND VISIBILITY
Normalize diverse telemetry into standardized, analysis-ready formats.
Out-of-the-box transforms and AI-driven Grok pattern generation
Apply OCSF and other industry-standard schemas at ingest
Structured, enriched data ready for analysis across the SOC
USE CASES
High-signal data means your SOC spends less time filtering and more time responding.
RESULTS
Reduction in data volume before it reaches your SIEM
Hours, not weeks, to onboard new data sources with AI-driven normalization
Pipeline Rework. Migrate to AI SIEM without rebuilding collectors or pipelines
Why SentinelOne
PLATFORM INTEGRATION
High-signal, normalized data flows directly into AI SIEM for faster detections, richer investigations, and lower ingest costs.
Enriched telemetry feeds the Data Lake in standardized formats, ready for long-term retention, compliance, and historical analysis.
Cleaner data means sharpens Purple AI queries delivering faster, more accurate answers with every investigation.
GETTING STARTED
Parse diverse telemetry formats and normalize into standardized schemas like OCSF. New data sources come online faster without manual schema development.
AI-driven pattern detection identifies repetitive events and summarizes normal activity, reducing volume while preserving high-signal.
Evaluate and transition to AI SIEM without redeploying collectors or rebuilding pipelines. Validate detections and move at your own pace.
Real-time visibility into data flow, throughput, and ingestion gaps. Identify issues quickly and eliminate silent failures.
RESOURCES
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