CISO Tribune

Vendor comparison · 2 companies

DTEX Systems vs Gurucul

DTEX Systems sells the DTEX Platform, which integrates Insider Risk Management, Data Loss Prevention, User and Entity Behavior Analytics, User Activity Monitoring, and AI security into one solution. Gurucul sells unified Entity Intelligence, which fuses Behavioral AI with traditional detections across humans, machines and AI systems. CISO Tribune files both under Insider risk management. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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  • DTEX Systems
  • Gurucul
DTEX Systems vs Gurucul: Products, Customers and Funding Compared
DTEX SystemsDTEX Systems sells the DTEX Platform, which integrates Insider Risk Management, Data Loss Prevention, User and Entity Behavior Analytics, User Activity Monitoring, and AI security into one solution.dtex.aiGuruculGurucul sells unified Entity Intelligence, which fuses Behavioral AI with traditional detections across humans, machines and AI systems.gurucul.com
What it sells
  • Insider Risk Management[2][5][7][9]Combines behavioral context and user activity monitoring to focus on human risk.
  • i³ Investigative Services[2]Provides investigation capabilities for security incidents and insider threats.
  • AI Risk Assistant[7]Turns behavioral, data, and AI signals into insights.
  • DTEX AI Security[11]Gives organizations visibility and control over AI tools.
  • Data Optimizer[7]Gurucul Data Optimizer filters, deduplicates, and down-samples logs.
  • UEBA[2][3][5][14]Gurucul combines UEBA capabilities with identity and access analytics for healthcare insider threat teams.
  • Virtual AI SOC Analyst[5]Gurucul's Virtual AI SOC Analyst performs L1 evidence gathering.
  • SOAR[8]Gurucul SOAR includes built-in response playbooks for use cases including incident response, threat hunting, vulnerability management, and compliance reporting.
  • Identity Analytics[11]Gurucul Identity Analytics (IdA) gives analysts a real-time, 360-degree view of activity on-premises, on mobile devices, and in the cloud.
  • Open XDR[9]Gurucul Open XDR includes a library of customizable response playbooks, federated search across the data fabric, and link analysis for contextualizing incidents.
Categories
Headquarters
San Jose, United States[4]Not stated on its pages
Founded
Not stated on its pages2010[2]
Ownership and funding
Privately held[3][5][7]Not stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • August 4, 2026DTEX announced Deep Researcher, an AI security agent that identifies human and AI risk before it escalates to a security alert.[13]
  • June 9, 2026DTEX Systems introduced an expanded AI Risk Management product covering how employees and autonomous AI agents use generative AI tools across the enterprise.[14]
Not stated on its pages
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
Who it fits
From its own pages, DTEX sells mainly to large enterprise security teams, including insider risk management and SOC teams working in globally distributed environments. DTEX says it is deployed in the largest banks in the world and helps financial institutions discern legitimate use from malicious intent. DTEX describes use in regulated industries that need activity context for audits, regulatory reporting, and investigations. DTEX says organizations and governments worldwide rely on its platform.Insider risk teams are offered one entity risk score across employees and AI agents. Gurucul describes MSSPs as needing an open and flexible security analytics platform to tailor detections, investigations and response to their customers' requirements. For regulated industries, Gurucul names NIST, PCI DSS, HIPAA and GDPR, with on-prem, multi-cloud or hybrid deployment. Gurucul describes a managed healthcare insurance company among its customers. Gurucul describes a Midwest U.S. healthcare organization that turned to Gurucul to prevent insider threats.
Last verified
September 27, 2026November 3, 2026

Where they overlap

  • DTEX Systems and Gurucul are both filed under Insider risk management.

Where they differ, field by field

  • DTEX Systems's primary category is Insider risk management; Gurucul's is SIEM.
  • DTEX Systems is also filed under Data loss prevention and AI model and agent security. Gurucul is also filed under AI SOC analysts and SOAR and security automation.
  • DTEX Systems lists Insider Risk Management, i³ Investigative Services, AI Risk Assistant and DTEX AI Security. Gurucul lists Data Optimizer, UEBA, Virtual AI SOC Analyst, SOAR, Identity Analytics and 1 more.
  • DTEX Systems is headquartered in San Jose, United States.
  • Gurucul was founded in 2010.
  • DTEX Systems is privately held.

What it sells: DTEX Systems

What Insider Risk Management does[2][5][7][9]
Insider Risk Management combines behavioral context, user activity monitoring, and deep visibility into how people interact with data and AI. The DTEX Platform differentiates between malicious, careless, and compromised behavior so appropriate action is taken.
What i³ Investigative Services does[2]
i³ Investigative Services provides investigation capabilities to help organizations identify, analyze, and respond to security incidents and insider threats. DTEX i³ combines insider threat intelligence, insider risk services, and expert threat hunting.
What AI Risk Assistant does[7]
AI Risk Assistant turns complex behavioral, data, and AI signals into digestible, context-rich insights. AI Risk Assistant is described as guiding well-informed investigations.
What DTEX AI Security does[11]
DTEX AI Security gives organizations visibility and control over AI tools across the enterprise. DTEX tracks usage of all GenAI tools, showing which tools are in use, who is using them, and how.

What it sells: Gurucul

What Data Optimizer does[7]
Gurucul Data Optimizer filters, deduplicates, and down-samples logs. Gurucul Data Optimizer is built natively into the Gurucul SIEM platform and consolidates ingestion control, filtering, real-time transformation and contextual enrichment into a single engine. Gurucul can route specific streams to any SIEM, XDR, or low-cost cold storage while keeping the ability to search and replay data for compliance and forensics. Gurucul lets customers pick from a library of built-in integrations, spin up custom connectors, or request a new one in 48 hours.
What UEBA does[2][3][5][14]
Gurucul combines UEBA capabilities with identity and access analytics for healthcare insider threat teams. Gurucul uses user and entity behavioral analytics, with 97% alignment with the MITRE ATT&CK framework, and integrates healthcare threat intelligence from CISA and Health Information Sharing and Analysis Center.
What Virtual AI SOC Analyst does[5]
Gurucul's Virtual AI SOC Analyst performs L1 evidence gathering. Gurucul uses Agentic AI across the threat lifecycle for triaging, escalating and responding.
What SOAR does[8]
Gurucul SOAR includes built-in response playbooks for use cases including incident response, threat hunting, vulnerability management, and compliance reporting. Gurucul SOAR integrates with downstream security solutions to block, disable or isolate risky users and entities. Gurucul SOAR customers can add micro playbook services to standard processes and link them together in workflows for different remediation paths.
What Identity Analytics does[11]
Gurucul Identity Analytics (IdA) gives analysts a real-time, 360-degree view of activity on-premises, on mobile devices, and in the cloud. Gurucul Identity Analytics gives security teams dynamic risk scores and analytics data that help inform provisioning, de-provisioning, authentication, and privileged access management. Gurucul Identity Analytics addresses Segregation of Duties (SoD) violations and toxic combinations of access.
What Open XDR does[9]
Gurucul Open XDR includes a library of customizable response playbooks, federated search across the data fabric, and link analysis for contextualizing incidents. Gurucul Open XDR incorporates identity and access analytics with user behavior to detect, prioritize, and respond to identity-based attacks. Gurucul Open XDR is cloud-native, open, and architected to federate security analytics across globally dispersed cloud and hybrid infrastructures.

Questions about DTEX Systems and Gurucul

What do DTEX Systems and Gurucul sell?
DTEX Systems sells Insider Risk Management, i³ Investigative Services, AI Risk Assistant and DTEX AI Security. Gurucul sells Data Optimizer, UEBA, Virtual AI SOC Analyst, SOAR, Identity Analytics and 1 more.
Are DTEX Systems and Gurucul in the same category?
They share Insider risk management. DTEX Systems's primary category is Insider risk management and Gurucul's is SIEM.
Where are DTEX Systems and Gurucul headquartered?
DTEX Systems is headquartered in San Jose, United States.
When were DTEX Systems and Gurucul founded?
Gurucul was founded in 2010.
Who owns DTEX Systems and Gurucul?
DTEX Systems is privately held.
Who are DTEX Systems and Gurucul sold to?
From its own pages, DTEX sells mainly to large enterprise security teams, including insider risk management and SOC teams working in globally distributed environments. Insider risk teams are offered one entity risk score across employees and AI agents.
What have DTEX Systems and Gurucul announced recently?
August 4, 2026: DTEX announced Deep Researcher, an AI security agent that identifies human and AI risk before it escalates to a security alert.

About DTEX Systems

DTEX Systems sells the DTEX Platform, which integrates Insider Risk Management, Data Loss Prevention, User and Entity Behavior Analytics, User Activity Monitoring, and AI security into one solution. DTEX says human behavior, data movement, and AI activity now operate as one risk surface. DTEX unifies human behavior, data movement, and AI activity into a single model so teams can detect intent earlier and prevent incidents before they escalate. DTEX states its mission as empowering organizations to thrive with a trusted and protected human and AI workforce.[1][2][9][10]

DTEX collects activity 24/7, on and off network. DTEX collects more than 500 metadata elements to correlate activities across devices into one risk score. DTEX applies over 12 human-driven behavioral domains and reduces noise through AI modeling. DTEX risk scoring algorithms map behavior to intent: malicious, non-malicious, and compromised actions. DTEX behavioral intelligence differentiates between malicious, careless, and compromised behavior so appropriate action is taken. Pseudonymization is a patented capability that removes personal identifiers from activity data. DTEX can reconstruct digital activity into a single, chronological narrative of what a user did across tools, AI, and endpoints. DTEX provides a full history of every file in use, in motion, and at rest.[2][11]

Insider Risk Management combines behavioral context, user activity monitoring, and deep visibility into how people interact with data and AI. Risk-Adaptive Data Loss Prevention combines traditional data controls with behavioral risk signals. Risk-Adaptive Data Loss Prevention adjusts policies as user behavior, data sensitivity, and risk changes. AI Risk Management covers risk created by AI usage and agentic workflows across the enterprise. i³ Investigative Services provides investigation capabilities for security incidents and insider threats.[2][9]

DTEX Agentic Defenders help security teams investigate faster, prioritize what matters, and reduce manual effort. Triage Guardian enables an autonomous, multi-agent team with human-in-the-loop that accelerates the evaluation of security events. Threat Hunter is an agentic defender that hunts for risky behavior, not just single alerts. Threat Hunter automates complex, deep research hunts while eliminating manual query building. AI Risk Assistant turns complex behavioral, data, and AI signals into digestible, context-rich insights.[2]

DTEX tracks usage of all GenAI tools, showing which tools are in use, who is using them, and how. DTEX captures data flows to and from AI applications, including GenAI prompt questions and file sharing. DTEX monitors and differentiates between actions taken by humans and those initiated by autonomous or scripted AI agents. DTEX says its HTTP inspection capabilities detect interactions with generative AI chat sites to stop unauthorized sharing of sensitive information. DTEX says it protects sensitive data from GenAI exposure by uncovering Shadow AI usage, capturing prompts and uploads, and enforcing guardrails.[6][9][11]

DTEX i³ combines insider threat intelligence, insider risk services, and expert threat hunting. The DTEX i³ Insider Risk Research Hub publishes regular insider threat research and advisories based on real-world investigations. DTEX presents DTEX i³ and Mandiant as partners for strengthening security posture. MITRE partnered with DTEX in 2020 on a data-driven study to assist Five Eyes critical infrastructure entities. DTEX says it helps prevent IP loss during employee transitions by detecting staging, obfuscation, and early exfiltration behaviors. DTEX says it maintains visibility and applies adaptive controls across contractors and partners.[8][9]

DTEX sends critical information, including aggregated risk scores, to SIEM, SOAR, or IT ticketing systems. DTEX collects productivity application data from solutions like Google Workspace and Microsoft 365. DTEX integrates with data sources like HR systems and data platforms. DTEX integrates data classification tools to assist user behavior profiles and digital fingerprinting in detecting the movement of sensitive data. DTEX says lightweight deployment and integrations let insider risk management and SOC teams operate efficiently in globally distributed environments using SIEM-first workflows.[9][12]

DTEX is deployed in the largest banks in the world. DTEX says it fulfills SWIFT mandatory and advisory CSC controls by providing real-time detection and visibility and a full audit trail. DTEX says its detection and forensic capabilities enabled a complete time to resolution of under 24 hours.[6]

Mohan Koo is the Co-founder and President of DTEX. Marshall leads DTEX, a company specializing in AI-powered insider risk management. Marshall spent 17 years at Mandiant, most recently as Global CTO. DTEX has a 2025 Type II SOC 2 for December 1, 2024 to December 31, 2025. DTEX also lists a FedRAMP Moderate ATO Package.[2][8][9][10][11]

DTEX Systems on the record

Sources

DTEX Systems full record

  1. [1]Leading U.S. Telecommunications Company Chooses DTEX Systems to Mitigate Insider Risk IT Sabotage and Credential MisuseDTEX Systems via Business Wire · businesswire.com · published June 2, 2023 · Tier A
  2. [2]DTEX Platform - DTEXDTEX Systems · published September 23, 2026 · Tier A
  3. [3]Alphabets capitalg backs dtex systems 50m strengthen insider threat protectionSiliconANGLE · siliconangle.com · published March 5, 2024 · Tier B
  4. [4]Insider threat cybersecurity pioneer dtex raises 17 5 million funding to fuel market expansionDTEX Systems via GlobeNewswire · globenewswire.com · published May 7, 2020 · Tier A
  5. [5]Trust Center - DTEXDTEX Systems · undated page, accessed October 24, 2026 · Tier A
  6. [6]Insider Risk Management for Financial Services - DTEXDTEX Systems · undated page, accessed October 24, 2026 · Tier A
  7. [7]DTEX | The Risk-Adaptive Security Platform for the Human and AI EnterpriseDTEX Systems · undated page, accessed October 24, 2026 · Tier A
  8. [8]DTEX Insider Threat Intelligence - DTEXDTEX Systems · undated page, accessed October 24, 2026 · Tier A
  9. [9]Why DTEX - DTEXDTEX Systems · undated page, accessed October 24, 2026 · Tier A
  10. [10]About DTEX - DTEXDTEX Systems · undated page, accessed November 5, 2026 · Tier A
  11. [11]AI Security: Ensuring Safe AI Tool UsageDTEX Systems · undated page, accessed November 5, 2026 · Tier A
  12. [12]DTEX Platform Integrations - DTEXDTEX Systems · undated page, accessed November 5, 2026 · Tier A
  13. [13]DTEX Launches Deep Researcher, a New Agent to Expose Unknown RiskDTEX · published August 4, 2026 · Tier A
  14. [14]DTEX adds AI Risk Management to track how agents and employees use AISiliconANGLE · published June 9, 2026 · Tier B

Gurucul full record

  1. [1]gurucul.comGurucul · gurucul.com · undated page, accessed November 3, 2026 · Tier A
  2. [2]About guruculGurucul · gurucul.com · undated page, accessed November 3, 2026 · Tier A
  3. [3]International Pharmaceutical Company Case StudyGurucul · gurucul.com · undated page, accessed November 3, 2026 · Tier A
  4. [4]Gurucul | AI Security, Next-Gen SIEM & Risk ManagementGurucul · undated page, accessed November 10, 2026 · Tier A
  5. [5]A Smart SIEM for the Smarter AI SOC | Next-Gen SIEMGurucul · undated page, accessed November 10, 2026 · Tier A
  6. [6]SOC Transformation | Gurucul Security Analytics PlatformGurucul · undated page, accessed November 10, 2026 · Tier A
  7. [7]Data Pipeline Management for Instant Intelligent Savings | GuruculGurucul · undated page, accessed November 10, 2026 · Tier A
  8. [8]Security Orchestration, Automation and Response SOAR | GuruculGurucul · undated page, accessed November 10, 2026 · Tier A
  9. [9]Open XDR Platform for Unified Threat Detection | GuruculGurucul · undated page, accessed November 10, 2026 · Tier A
  10. [10]TDIR: Threat Detection Investigation and Response | GuruculGurucul · undated page, accessed November 10, 2026 · Tier A
  11. [11]Identity Analytics (IdA) for Threat Detection | GuruculGurucul · undated page, accessed November 10, 2026 · Tier A
  12. [12]ITDR: Identity Threat Detection and Response | GuruculGurucul · undated page, accessed November 10, 2026 · Tier A
  13. [13]Cloud Security Monitoring – Multi-Cloud Monitoring | GuruculGurucul · undated page, accessed November 10, 2026 · Tier A
  14. [14]Healthcare Cybersecurity Analytics Solution | GuruculGurucul · undated page, accessed November 10, 2026 · Tier A
  15. [15]Unified Security Analytics Platform for MSSPsGurucul · undated page, accessed November 10, 2026 · Tier A

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