What is a log analytics platform?

A log analytics platform is a centralized system for ingesting, storing, searching, and analyzing log data from across an organization's IT and security infrastructure. Modern log analytics platforms go beyond basic log management by supporting real-time queries at petabyte scale, long-term hot retention, and integration with AI-driven security operations workflows.

How is Singularity Data Lake for Log Analytics different from a traditional SIEM?

Traditional SIEMs rely on tiered storage that forces tradeoffs between cost, query performance, and retention. Singularity Data Lake for Log Analytics uses cloud-native architecture with decoupled storage and compute to keep 100% of log data hot and queryable while maintaining predictable costs as volumes grow. It also connects natively to Purple AI and AI SIEM for automated investigation and response.

What types of log data can the platform ingest?

Singularity Data Lake for Log Analytics ingests structured and unstructured log data from virtually any source, including endpoints, cloud workloads, identity systems, network infrastructure, SaaS applications, and third-party security tools. It supports collection via agents, log shippers, observability pipelines, and APIs.

How does the platform handle high-cardinality queries at scale?

Cloud-native, multi-tenant compute prioritizes query performance even across massive, highly granular datasets. Queries involving millions of unique values, such as searching by user ID across months of access events, return results in seconds to minutes with full-fidelity accuracy rather than sampled approximations.

How does pricing work as log volumes grow?

Singularity Data Lake for Log Analytics decouples storage from compute, which means retention scales independently from analytics workloads. This eliminates the ingestion-based pricing spikes common in legacy SIEM and log management platforms, giving teams predictable cost as data volumes increase.

How does log analytics connect to the broader Singularity Platform?

Log data ingested into Singularity Data Lake becomes the shared foundation for AI SIEM detection and correlation, Purple AI investigation and triage, and automated response workflows across the Singularity Platform. This means log analytics isn't an isolated function. It feeds and strengthens every layer of your security operations.

Log Analytics for AI SIEM

Singularity™ Data Lake for Log Analytics Got You Here. AI SIEM Takes Your Further

Singularity Data Lake for Log Analytics has evolved into something more powerful: Singularity AI SIEM. If you're an existing customer, your migration path is ready.

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Today's Reality

Complete Ingest

Keep Every Log. Drop Nothing.

Capture 100% of your event data. No sampling, no dropped telemetry, no blind spots when it matters most.

Ingest all security and operational logs at any volume
Eliminate forced data tradeoffs and retention gaps
Investigate with confidence that nothing was left behind

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Cloud-native Performance

Ask Big Questions. Get Fast Answers.

Multi-tenant compute and cloud-native architecture deliver real-time query performance across petabytes of log data, even under peak load.

Search months of log data in seconds, not hours
Run complex, high-cardinality queries without timeouts
Maintain performance as data volumes scale

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Flexible Ingestion

Bring It All In. Keep It All Hot.

Ingest from hybrid, multi-cloud, and on-premises environments using agents, log shippers, pipelines, or APIs. All data stays hot and queryable.

Connect any environment with the collection methods you trust
Retain years of data without cold-tier compromises
Search historical logs at the same speed as today's

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Operational Clarity

From Raw Logs to Real Decisions

Logs in silos help no one. Turn log data into shared dashboards, anomaly alerts, and cross-team visibility that accelerates resolution and keeps operations aligned.

Build and share dashboards across SecOps, IT, and DevOps
Surface anomalies with automated alerting
Shorten time to resolution with full operational context

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Use Cases

Your Data. Your Rules. Your Advantage.

See More. Investigate Faster. Miss Less.

Centralize massive volumes of raw security data to surface threats that fragmented tools miss.

Correlate Across Every Source

Unify endpoint, cloud, identity, and network logs to detect threats that span multiple surfaces.

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Search Full History in Real Time

Query months of log data instantly to trace the full scope of an incident without delays.

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Accelerate Root Cause Analysis

Full context at your fingertips. Move from alert to root cause in minutes, not hours.

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Results

Built to Scale. Proven in Production.

The data foundation is only the start. Here's what security teams gain when AI SIEM runs on top of it.

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Faster alert investigations. Resolve incidents before they escalate.
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More efficient SecOps teams. Reclaim analyst hours every week.
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Three-year ROI. Scale security, not your budget.

Success stories

Real Teams. Real Scale. Real Results.

“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?

No Sampling. No Cold Tiers. No Surprises.

Built from the ground up to eliminate the tradeoffs legacy log tools force on modern security teams.

Always-Hot Storage. Always-Fast Queries.

No cold tiers, no rehydration delays. Every log stays queryable at full speed, whether it's from today or two years ago.

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Predictable Cost at Any Scale

Decoupled storage and compute eliminate ingestion-based pricing penalties. Data grows, your budget stays under control.

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Ingest From Anywhere. Lock In to Nothing.

Agents, log shippers, observability pipelines, APIs. Bring data in the way that fits your environment, not ours.

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AI-Ready From the Start

Unified, hot log data powers Purple AI and AI SIEM for faster detection, smarter investigations, and automated response.

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Platform Integration

Log Analytics Is Just the Beginning

The Data Layer Behind AI SIEM

The logs you ingest here are the foundation AI SIEM runs on. Always-hot, unified, and ready for real-time detection, correlation, and automated response.

Fuel Smarter Investigations with Purple AI

Every log ingested is context Purple AI can use. Richer data means faster triage, deeper investigations, and fewer questions left unanswered.

One Platform. One Data Foundation.

Log Analytics is natively integrated into the Singularity Platform, connecting log data to endpoint, identity, cloud, and AI security without stitching tools together.

Getting Started

From Zero to Visibility. Fast.

Setup

Connect Your Data Sources

Point your existing log shippers, agents, or pipelines at Singularity Data Lake. No rip-and-replace, no re-architecture. Start ingesting in hours.

Build

Create Dashboards and Alerts

Build shared dashboards, set anomaly alerts, and configure the queries your team needs most. Operational clarity from day one.

Evolve

Scale Without Rethinking the Stack

Add data sources, extend retention, and unlock Purple AI and AI SIEM as your program matures. The platform grows with you.

Resources

Go Deeper on Log Analytics

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