The unified entity intelligence layer · SIEM, insider risk & AI security

Stop chasing alerts. Prevent the strike.

Legacy tools alert after the damage is done. Gurucul's unified Entity Intelligence fuses Behavioral AI with traditional detections to identify the risk early, so analysts and AI agents stop the threat before the strike.

The Attack Timeline — Where We Act
Recon
Probing, unusual queries
Gurucul Acts
Access drift
Privilege creep, odd hours
Gurucul Acts
Staging
Data hoarding, lateral movement
Gurucul Acts
Strike
Exfiltration, encryption
Legacy: Too Late
87% lower data cost
70% fewer false positives
83% less analyst workload
5,000+ glass-box ML models
4–6 wks kickoff to live
10+ yrs production ML
300+ prebuilt connectors
4.9 / 5.0 Gartner® Peer Insights™
87% lower data cost
70% fewer false positives
83% less analyst workload
5,000+ glass-box ML models
4–6 wks kickoff to live
10+ yrs production ML
300+ prebuilt connectors
4.9 / 5.0 Gartner® Peer Insights™
Gartner
2025 Gartner® SIEM MQ Leader
KuppingerCole
Intelligent SIEM Platform Leader
Gartner Peer Insights
4.9 / 5 Peer Insights
Who runs on Gurucul

AI-powered for the teams who own the risk

From Fortune 500 and Global 5000 enterprises to regulated mid-market organizations.

Security leaders & analysts

Fewer false positives, prioritized incidents, faster MTTR — agents triage 24/7 so the SOC works real threats.

Insider Risk teams

See the risks early with one explainable, entity risk score across your employees and AI agents, defensible to HR, Legal & Privacy.

MSSPs

Multi-tenant, open, no ingestion lock-in — margin-friendly and fast to onboard.

Regulated industries

Audit-ready for NIST, PCI DSS, HIPAA & GDPR. On-prem, multi-cloud or hybrid.

Trusted on the frontlines

What customers actually say.

“A departing employee attempted to steal confidential IP — Gurucul flagged them with a high-risk score before they even made their move.”

Stewart Alpert
Stewart Alpert
CISO & CTO · Hornblower
Hornblower

“Of a half dozen, this was the easiest SIEM migration I've ever done — and I didn't feel like I was battling with my technology every day.”

Shawn Chakravarty
Shawn Chakravarty
Director, SOC · Upwork
Upwork

“Compared to our previous solution, we saved about 30–40% with Gurucul — and got a platform that's far easier to use.”

Aura
Aura
Cybersecurity
Aura

“We finally see the whole picture on one entity, identity, endpoint and cloud activity scored together instead of three disconnected alert queues.”

MR
Michael Reyes
VP Security Operations · Financial services

“Our analysts stopped triaging noise. The explainable risk score tells them why something matters, so escalation takes minutes, not a morning.”

JT
Jana Thomason
Insider Risk Lead · Healthcare

“A departing employee attempted to steal confidential IP — Gurucul flagged them with a high-risk score before they even made their move.”

Stewart Alpert
Stewart Alpert
CISO & CTO · Hornblower
Hornblower

“Of a half dozen, this was the easiest SIEM migration I've ever done — and I didn't feel like I was battling with my technology every day.”

Shawn Chakravarty
Shawn Chakravarty
Director, SOC · Upwork
Upwork

“Compared to our previous solution, we saved about 30–40% with Gurucul — and got a platform that's far easier to use.”

Aura
Aura
Cybersecurity
Aura

“We finally see the whole picture on one entity, identity, endpoint and cloud activity scored together instead of three disconnected alert queues.”

MR
Michael Reyes
VP Security Operations · Financial services

“Our analysts stopped triaging noise. The explainable risk score tells them why something matters, so escalation takes minutes, not a morning.”

JT
Jana Thomason
Insider Risk Lead · Healthcare
4.9 / 5.0 for SIEM on Gartner® Peer Insights™
What we deliver

Proven outcomes for Security and Insider Risk teams

Up to
87%
lower data cost
Cost-effective coverage

Open architecture with bring-your-own-data-lake, 3rd party SIEM, or on-premises storage, and AI-led data pipelines collect, route, and enrich only what you need — at a cost you control.

Up to
70%
fewer false positives
Full visibility

Behavioral AI and traditional detections find the active risks across users, machines and AI systems, producing one explainable score that shows the threat forming — not just the alert.

Up to
83%
less analyst workload
Prediction & prevention

The unified Entity Intelligence Layer lets agents and analysts predict and stop attacks before the damage is done, at machine-speed.

Why Gurucul

Our advantage shows up in week one and year ten.

Understand every entity. Power every security decision.

( 001 )
Day 1
Value on day one

Native Data Optimizer cuts ingestion up to 40% out of the box, and behavioral AI starts scoring the moment data arrives.

( 002 )
4–6 wks
From kickoff to live

Hundreds of prebuilt connectors and out-of-the-box content — not a year-long deployment.

( 003 )
10+ yrs
Of production ML

Pioneered the UEBA category; 5,000+ glass-box ML models and patented Link Chain Analysis inside the Entity Intelligence Engine.

( 004 )
Open by design

Your data lake, 3rd-party SIEM, on-prem, or Gurucul storage — any source, from anywhere, but your data stays yours.

( 005 )
Trustworthy & glass-box

Every AI verdict is explainable, with a proof-chain and guardrails you control.

( 006 )
Unified Entity Intelligence

Machine learning and traditional detections fused into one real-time entity risk model, so humans and AI act with speed and precision.

Up to
87%
lower data cost

Collect what's needed and filter in-stream with AI-led data pipeline management, then store it where you choose — your lake, a 3rd-party SIEM, on-prem, or Gurucul. Analyze what matters at a cost you control.

For SecOps

Keep firewall and DNS logs hot for hunting; down-sample and route noisy sources like verbose proxy and NetFlow to the low-cost storage of your choice — 40–87% lower ingest, and no dropped sources to stay under license.

For Insider Risk

Feed HR events, badge swipes and endpoint-DLP into behavioral scoring without paying ingest rates — full context on every identity, only the bill for what matters.

Data Optimization Statistics, source, optimized and excluded data trends
Up to
70%
fewer false positives

Behavioral AI and traditional detections read active risk across every user, machine and AI system — turning drift and intent into one explainable score, so you see the threat forming, not just the alert.

For SecOps

A service account runs the same job every night, suddenly scans a container it's never touched before and is flagged by Behavioral AI. As the intruder moves laterally, a static rule catches an attacker tool by its hash. Fused, they deliver validity and context in one rising case, not five scattered alerts.

For Insider Risk

A trusted admin starts pulling from Salesforce and SharePoint at 2am the week after a poor review. Peer-group baselining reads it as intent forming — surfacing risk weeks before data moves.

Incident Management, AI-driven incident summary with entities and playbooks
Up to
83%
less analyst workload

Unified Entity Intelligence predicts the next move and agents and analysts act on it — isolating, revoking and blocking within your guardrails to stop the threat before the damage. Grounded in context, moving at machine speed, with humans in command.

For SecOps

The case predicts intent and ransomware as the likely next move. Within guardrails, the agent isolates the host and revokes the session before encryption starts — the analyst approves the play, and every action is logged.

For Insider Risk

A contractor's access request, a mass download, then a personal-cloud upload chain into one case — and it's blocked inline across every egress point (upload, email, USB, print), with the full timeline handed to HR and Legal.

Active investigation, incident relationship map with AI summary
See How it Works

Look under the hood

Interactive demo

Take a self-guided tour

Walk the product at your own pace: data pipeline, detections, and an AI-driven investigation end to end.

Learn more →
Analyst report

2025 Gartner® Magic Quadrant™

See why Gurucul was named a Leader for SIEM — read the full report.

Learn more →
Blog & research

From the Threat Research Labs

Detection engineering, behavioral analytics and agentic AI — practitioner-level deep dives.

Learn more →
Figure 1: 2025 Gartner Magic Quadrant for Security Information and Event Management — Gurucul positioned in the Leaders quadrant
End-to-End AI · Works the Case With You

AI works the case.
Your analyst makes the call.

A native AI SOC analyst and its agents run the case end to end on one shared model of risk, then hand your team a decision instead of a pile of alerts.

Continuously tunes the pipeline, detections & models.
Up to 83% less analyst workload,
humans in command.

Triage

Works every alert, 24/7, closing false positives and surfacing true threats. The day opens with a short, ranked queue.

Investigate

Builds the case — identity, behavior and blast-radius context, MITRE-mapped, timeline assembled. Grounded in evidence.

Recommend

Predicts the likely next move and proposes the response play — with the proof-chain attached for the analyst to review.

Respond

Executes within your guardrails — isolate, revoke, step-up — analyst in command, every action logged.

Not all AI is the same

Rules alone miss it.
LLMs alone guess.

Plenty of vendors slap an “AI” label on static rules, or bolt a chatbot onto your alerts. Gurucul fuses real machine learning with symbolic logic into Unified Entity Intelligence: it shows its work, and it holds up in an audit.

Capability Rules-only LLM asst. Gurucul
Catches novel threats ~
Explains its verdict ~
Predicts before the strike ~
Trusted to act & respond ~

Faster

One case for analysts and AI to work — not 50 alerts and 20 queries to puzzle over.

More accurate

Behavioral AI and traditional detections corroborate on the graph; noise and hallucinations drop away.

More efficient

A clear, contextual map for AI to reason over in defined steps — fewer tokens, less compute.

Gurucul was built for this

Six domains. Modular and tailored to your requirements.

Detection engineering, correlation, investigation, response, case management and reporting — flexible for any SOC.

Explore

Agentic triage, investigation & response, 24/7 — grounded on Unified Entity Intelligence.

Explore

Detect and investigate risky human and machine behavior, with agentless behavioral DLP.

Explore

Any source to any lake, with in-stream filtering and cost control.

Explore

Discover, monitor, and secure AI agents and shadow AI: inventory, risk and exposure scoring, policy guardrails, and response.

Explore

Risk-driven, automated response playbooks across your stack.

Explore
Migrations for high ROI

Moving off Splunk,
Exabeam, and Securonix.

Customers are reducing costs, false positives and MTTR across their insider risk and security programs.

Replaced Splunk

Global law firm

Migrated 16 log sources in two weeks. Data Optimizer cut data costs; manual alerting became automated.

Replaced Securonix

Global sportswear & apparel

Rebuilt the insider-threat program with Gurucul's entity intelligence: more stable and scalable, fewer false positives, faster response via XSOAR.

Replaced Exabeam

Global insurance provider

Consolidated SIEM and UEBA on one solution, wired into their Snowflake lake — real-time detection, fewer false positives.

See it live

See Gurucul in action.

A live, guided walkthrough with our team — our solution on real insider and attack scenarios,
and how it fits the stack you already run.

Request a Demo
Built to your requirements, including:
A live attack walked end to end — detection, investigation, response
How behavioral AI and static detections fuse into one entity risk score
The AI Agents triage and recommend the play, with a human in command
Gartner®, Magic Quadrant™ and Peer Insights™ are trademarks of Gartner, Inc. and/or its affiliates, used with permission. Gartner does not endorse any vendor.