The New Paradigm of Autonomous Security

SentinelOne uses artificial intelligence and machine learning to stop threats autonomously.

SentinelOne architecture is built on three core principles:

• Single Agent: A unified, lightweight agent architecture for all endpoints that reduces deployment and management complexity.
• Autonomous Decision-Making: Local AI that detects and blocks threats directly at the endpoint with zero latency, independent of cloud connectivity.
• Unified Data Plane (Singularity Data Lake): Ingests endpoint, cloud, and identity data into a single data lake for cross-domain analysis and holistic threat hunting.

1. Platform Architecture and Security Components

SentinelOne offers a multi-layered security architecture. The “single agent — multiple engines” architecture operates at the OS kernel level, monitoring file system, process, and memory activities in real-time.

Resource Efficiency

The lightweight SentinelOne agent is optimized not to adversely affect endpoint performance:

• CPU Usage: 0–4%
• Memory Usage: ~20MB
• Disk Space: ~200MB

Autonomous Endpoint Intelligence

The most critical architectural feature is its ability to run detection and response logic locally. This “on-agent” intelligence can detect and block threats even without an internet connection, which is critical especially for isolated networks or critical infrastructure.

2. Multi-Layered Threat Detection Engines

SentinelOne analyzes files and processes in two main stages to provide protection against zero-day threats and signatureless attacks:

1. Static AI Engine (Pre-Execution): Activates before files are run. It proactively blocks malicious software by evaluating file structure and code features without requiring signatures or hashes.
2. Behavioral AI Engine (On-Execution): Monitors API calls, network connections, and system changes in real-time after a process is launched. It is specifically designed to detect fileless attacks and “Living off the Land” (LotL) techniques.

3. Contextual Analysis: Storyline™ Technology

Patented Storyline™ technology automatically correlates thousands of raw EDR events into a single actionable attack story. Every event is tagged with a “Storyline ID,” allowing analysts to see the attack chain from beginning to end in a single visual interface, reducing Root Cause Analysis (RCA) to seconds.

4. Incident Response and Security Automation

SentinelOne provides advanced tools to quickly neutralize threats and return systems to a clean state.

• Isolate Device: Instantly disconnects a device from the network upon critical threat detection, but keeps the management console connection open to prevent lateral movement.
• 1-Click Remediation & Rollback: Uses Windows VSS (Volume Shadow Copy) infrastructure to undo ransomware damage. It rolls back all system changes and files associated with a malicious Storyline to their clean state immediately preceding the attack.
• STAR Rules (Storyline Active Response): Allows teams to create custom detection and response rules.
• Deep Visibility and S1QL: Telemetry data is stored for 14–90 days and can be queried using the simplified S1QL language.

5. Autonomous SOC: Purple AI and Hyperautomation

• Purple AI: An AI security analyst embedded within the platform. It offers natural language querying and automated triage capabilities, reducing Mean Time to Repair (MTTR) by up to 55%.
• Singularity Hyperautomation: A no-code automation engine that allows creating complex security playbooks with a drag-and-drop interface.
• AI-SIEM: Runs on the Singularity Data Lake, algorithmically detecting abnormal patterns.

6. Extended Detection and Response (XDR) Capabilities

SentinelOne extends protection across the entire enterprise attack surface:

• Singularity Cloud Security (CNAPP): Combines CWPP (runtime protection with eBPF technology) and CSPM features.
• Singularity Identity Security (ITDR): Protects Active Directory and Azure AD.
• RemoteOps Forensics: Enables remote digital forensics analysis across thousands of endpoints.

7. Licensing and Ecosystem

SentinelOne offers a flexible model based on enterprise needs:

• Core: Basic NGAV features.
• Control: Device and firewall management.
• Complete: Advanced EDR, behavioral AI, and RemoteOps.
• Commercial: Includes ITDR and WatchTower threat hunting.
• Enterprise: Full scale with Purple AI and specialized modules.

The New Paradigm of Autonomous Security

The SentinelOne Singularity Platform is not just a security tool, but a strategic partner in digital transformation. It achieves 100% success in MITRE ATT&CK tests while generating 88% fewer alerts than the industry average, pushing SOC efficiency to its peak.