What is a security data lake?

A security data lake is a centralized platform designed to ingest, store, and analyze large volumes of security telemetry across endpoint, cloud, identity, and network environments. Unlike traditional SIEM storage, modern security data lakes keep data always accessible and scalable to support real-time investigations, long-term retention, and AI-driven security operations.

How is Singularity™ Data Lake different from traditional SIEM data storage?

Traditional SIEM architectures rely on tiered or cold storage models that create tradeoffs between cost, performance, and retention. Singularity™ Data Lake uses always-hot storage and decoupled storage and compute to eliminate those compromises, enabling fast searches across years of data while keeping costs predictable as volumes grow.

What types of security data can Singularity™ Data Lake ingest?

Singularity™ Data Lake ingests structured and unstructured telemetry across endpoint security, cloud workloads, identity systems, network sources, and third-party security tools. This unified security data foundation enables deeper correlation, faster investigations, and stronger AI-driven detection across the platform.

SECURITY DATA LAKE

Singularity™ Data Lake. Security Data Without Limits. Every Signal. Always Ready.

Don’t bury your endpoint, identity, and cloud data in cold storage. Singularity Data Lake keeps every signal hot, powering investigations at machine speed across a security data lake platform built to scale.

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TODAY’S REALITY

UNIFIED SECURITY DATA FOUNDATION

See Your Entire Environment in One Place

When telemetry lives in disconnected tools, every investigation starts from scratch. Singularity™ Data Lake unifies security data across cloud, endpoint, and identity into a single foundation.

Bring siloed data into one platform
Speed investigations with full context
Power smarter AI detection

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HOT SECURITY DATA

Keep Your Data Hot. Find It Fast.

Cold storage buries critical telemetry behind delays and retrieval fees. Singularity™ Data Lake keeps all security data in hot storage, with intelligent filtering and routing to manage telemetry at scale.

Retain up to 7 years of data in always-hot storage
Query historical telemetry instantly
Investigate incidents at machine speed

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DECOUPLED STORAGE & COMPUTE

Scale Freely. No Costly Surprises.

Legacy SIEMs penalize growth with volume-based pricing. Singularity™ Data Lake separates storage from compute and prices on monthly average ingestion, not daily limits. Costs stay predictable as data scales.

Control costs as data volumes rise
Avoid ingestion-based pricing spikes
Scale without budget volatility

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USE CASES

Turn Data into an Advantage. On Your Terms.

From Alert to Answer. At Machine Speed.

Unified security data gives analysts instant access to the full history behind every incident.

Search Years of Security Data in Real Time

Investigate threats across historical telemetry. Zero delays or performance slowdowns.

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Uncover Hidden Attack Paths in No Time

Correlate endpoint, cloud, and identity data in one place to reveal how incidents actually unfold.

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Take Action With Total Context

Make faster containment decisions and respond with complete historical and cross-surface data visibility.

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SUCCESS STORIES

Trusted by Real Teams. Proven in Production.

"SentinelOne’s single platform for prevention, detection, and response has been a game changer for us. Having a centralized system to monitor threats in real time has saved us valuable time and resources."

Brian Fulmer

Senior Director of IT at Golden State Warriors

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“The fact that we have all that data in one platform that we can quickly analyze and make decisions is a real game changer for us.”

Mark Carter

Chief Architect & Cybersecurity Officer at Aston Martin Aramco Formula One

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“Compared to our previous provider, SentinelOne is night and day. We’re able to easily and quickly identify risky concerns and remediate.”

Dan Howard

VP of IT at Sundt Construction

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WHY SENTINELONE?

Your Data Infrastructure. Your Advantage.

Up to 7 years of hot storage. Predictable scale. AI-ready from day one. The security data lake platform built to power what comes next.

Zero Retrieval Delays.

Every byte of security data stays instantly searchable. No cold tiers, no rehydration fees, no waiting while an incident unfolds.

The Data Layer That Makes AI Smarter

Purple AI and AI SIEM draw from the same unified, always-accessible data. Deeper history means sharper detection and faster investigation.

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Scale on Your Terms. Not Your Vendor's.

SentinelOne prices on monthly average usage, reviewed at renewal. Your team can retain more, query faster, and respond to incidents without watching the meter.

One Platform. Every Signal. Full Context.

Endpoint, cloud, identity, and third-party telemetry in a single foundation. Every investigation starts with the complete picture.

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PLATFORM INTEGRATION

The Engine That Drives the Singularity Platform

Smarter AI Starts with Deeper Data

All historical security data is instantly accessible up to 7 years. This gives Purple AI the full context to surface threats, explain risk, and guide investigations in real time.

A Modern SIEM Needs a Better Data Layer

No more legacy storage limits. Unified, scalable security data enables real-time detection, long-term retention, and fast investigations.

Automation Powered by Full Context

Deep, unified data fuels smarter workflows and faster response actions across the entire security operation.

Resources

Deepen Your Security Data Strategy

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NEED ANSWERS?

Frequently Asked Questions

Singularity™ Data Lake is not a standalone product — it is the data foundation built into the Singularity Platform.

Rather than being something you buy separately, it is the architectural layer that makes the rest of the platform work. Detection, investigation, and response across AI SIEM, Purple AI, and Hyperautomation all operate on the same shared data foundation — which is why correlation is faster, investigations are more complete, and AI-driven detection is more accurate than architectures where data is siloed across separate tools.

Singularity™ Data Lake handles massive data volumes efficiently using a cloud-native, massively parallel query engine that decouples compute from storage. This architecture allows the platform to distribute complex search tasks across multiple nodes simultaneously, delivering near-instant results even across petabytes of telemetry.

Because this engine operates on an all-hot storage foundation, there is no "rehydration" delay or performance penalty for searching older data. Analysts can query across cloud, endpoint, and identity data in seconds, turning a massive data lake into a real-time investigative asset.

By separating data storage from processing power, Singularity™ Data Lake allows organizations to scale retention independently from analytics workloads. Storage costs grow predictably with data volume without triggering processing cost increases.

Additionally, SentinelOne prices on monthly average ingestion rather than daily limits. This means a spike in data volume during an incident doesn't immediately trigger overage fees — usage is measured as an average over the month and reviewed at renewal.