CISO Tribune

Vendor comparison · 2 companies

DTEX Systems vs Raven.io

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. Raven.io sells runtime security that prevents exploits at runtime, before there is a CVE. CISO Tribune files both under AI model and agent security. 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.

Change the companies

Up to four companies side by side.

  • DTEX Systems
  • Raven.io
DTEX Systems vs Raven.io: 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.aiRaven.ioRaven.io sells runtime security that prevents exploits at runtime, before there is a CVE.raven.io
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.
  • Runtime Prevention[1]Blocks malicious code execution at runtime whether or not a CVE exists for the underlying flaw.
  • Runtime ADR[1]Detects and responds to application-level attacks and provides detailed application forensics.
  • Runtime SCA[1]Analyzes which open-source vulnerabilities are actually reachable at runtime and provides remediation plans for the rest.
  • Runtime Gatekeeper[1]Evaluates applications before deployment to identify and block risky ones from reaching production.
  • Runtime AI-Agents[1]Gives visibility into AI agents running in an environment and identifies unauthorized or shadow agents.
Categories
Headquarters
San Jose, United States[4]Not stated on its pages
Founded
Not stated on its pagesNot stated on its pages
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]
  • March 18, 2026RAVEN.IO, a runtime application security company, announced it has raised $20 million in funding.[10]
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.From its own pages, Raven.io sells mainly to organizations that want to protect their cloud native applications by focusing on runtime. Raven.io names enterprise SaaS as a setting where it is used. Raven connects running libraries, active protection and recorded outcomes for security and compliance teams.
Last verified
September 27, 2026October 23, 2026

Where they overlap

  • DTEX Systems and Raven.io are both filed under AI model and agent security.

Where they differ, field by field

  • DTEX Systems's primary category is Insider risk management; Raven.io's is Cloud workload protection.
  • DTEX Systems is also filed under Data loss prevention. Raven.io is also filed under Software composition analysis and Application security posture management.
  • DTEX Systems lists Insider Risk Management, i³ Investigative Services, AI Risk Assistant and DTEX AI Security. Raven.io lists Runtime Prevention, Runtime ADR, Runtime SCA, Runtime Gatekeeper and Runtime AI-Agents.
  • DTEX Systems is headquartered in San Jose, United States.
  • 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.

Questions about DTEX Systems and Raven.io

What do DTEX Systems and Raven.io sell?
DTEX Systems sells Insider Risk Management, i³ Investigative Services, AI Risk Assistant and DTEX AI Security. Raven.io sells Runtime Prevention, Runtime ADR, Runtime SCA, Runtime Gatekeeper and Runtime AI-Agents.
Are DTEX Systems and Raven.io in the same category?
They share AI model and agent security. DTEX Systems's primary category is Insider risk management and Raven.io's is Cloud workload protection.
Where are DTEX Systems and Raven.io headquartered?
DTEX Systems is headquartered in San Jose, United States.
Who owns DTEX Systems and Raven.io?
DTEX Systems is privately held.
Who are DTEX Systems and Raven.io 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. From its own pages, Raven.io sells mainly to organizations that want to protect their cloud native applications by focusing on runtime.
What have DTEX Systems and Raven.io 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. March 18, 2026: RAVEN.IO, a runtime application security company, announced it has raised $20 million in funding.

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

Raven.io full record

  1. [1]raven.ioRaven.io · raven.io · undated page, accessed October 23, 2026 · Tier A
  2. [2]Raven.io: Runtime Security Platform & Application ProtectionRaven.io · undated page, accessed November 10, 2026 · Tier A
  3. [3]Raven Runtime Security Pricing | Get a Custom QuoteRaven.io · undated page, accessed November 10, 2026 · Tier A
  4. [4]Database Protection | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  5. [5]Application-Aware Cloud Threat Hunting | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  6. [6]Support Compliance with Runtime Protection | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  7. [7]High-Compliance Environments | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  8. [8]Internet Facing Applications | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  9. [9]Innovating Cloud Security for Modern Applications | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  10. [10]RAVEN.IO Raises $20 Million to Prevent Cyberattacks as AI-Generated Exploits Make CVE-Based Security ObsoletePRNewswire · published March 18, 2026 · Tier A

Spot a factual error? Request a correction.