SentinelOne - Product screenshot

Overview

SentinelOne AI Data Pipelines are an integral component of the Singularity Platform, designed to address the challenges of rapidly growing security telemetry. Traditional data pipelines often struggle with the sheer volume of security data, leading to increased ingest costs, slower migrations, and potential coverage gaps due to budget constraints on data inclusion.

This solution leverages artificial intelligence to transform raw telemetry into cleaner, AI-ready data for Security Operations Centers (SOCs). It works by identifying and filtering out low-value, repetitive logs, which can reduce data volume by up to 80% while preserving critical signals for detections and investigations. The pipelines simplify SIEM migration by working with existing collectors and minimizing rework through AI-driven normalization, accelerating the time to value.

Furthermore, AI Data Pipelines expand visibility by normalizing diverse telemetry into standardized, analysis-ready formats, including OCSF and other industry-standard schemas. This is achieved through out-of-the-box transforms and AI-driven Grok pattern generation, allowing new data sources to come online faster. The system ensures that enrichment, filtering, and normalization occur within the pipeline, providing analysts with cleaner, more consistent data from the initial query for faster investigations and improved detection accuracy.

Key features

  • AI-driven telemetry filtering and optimization
  • Up to 80% data volume reduction
  • AI-driven normalization for SIEM migration
  • Support for OCSF and open industry standards
  • Integration with Singularity Platform components
  • Real-time pipeline health monitoring
  • Automated Grok pattern generation

Who uses it

Security Operations Center (SOC) teams, security analysts, and IT professionals managing SIEM systems and large volumes of security telemetry.

Pros

  • Reduces security telemetry volume by up to 80%
  • Accelerates SIEM migration with existing collectors
  • Normalizes diverse data into OCSF and open standards
  • Improves detection accuracy and investigation speed
  • Built natively into the SentinelOne Singularity Platform

Cons

  • Requires integration with the broader SentinelOne Singularity Platform
  • Pricing details are not transparently available on the website
  • Primarily targets enterprise-level security operations, potentially complex for smaller teams
  • No free tier or trial explicitly mentioned for direct access

Our take

SentinelOne AI Data Pipelines offer a specialized solution for optimizing security data flow into SIEM systems, aiming to enhance operational efficiency and reduce costs for security teams. It provides a structured approach to managing the increasing volume of security telemetry by leveraging AI for data processing.

Pricing plans

Singularity Complete

$179.99/yr.

  • AI-driven endpoint and cloud workload protection
  • Real-time threat detection and response
  • 14 days of Data Retention
  • AI Security Assistant

Singularity Commercial

$229.99/yr.

  • All the features of Singularity Complete, plus:
  • Identity Detection & Response
  • 90-Day Data Retention for extended data analysis
  • Managed Threat Hunting for proactive threat discovery

Singularity Enterprise

Contact Us

  • All the features of Singularity Commercial, plus:
  • Agentic AI SOC Analyst for automated triage
  • Full Visibility & Forensics for deep network data collection
  • Expert-led onboarding and training to accelerate adoption

Pricing details are provided for reference and may differ from the vendor's current plans.

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