CISO Tribune

Vendor comparison · 2 companies

DTEX Systems vs Zenity

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. Zenity sells an AI agent security platform built to govern how agents behave, not just what they say or generate. 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.

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  • DTEX Systems
  • Zenity
DTEX Systems vs Zenity: 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.aiZenityZenity sells an AI agent security platform built to govern how agents behave, not just what they say or generate.zenity.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.
  • AI Observability[5]Builds a live inventory of every agent across an organization's environment and tracks the data those agents access.
  • AI Security Posture Management (AISPM)[7]Evaluates configuration, permissions, and integrations before an agent goes live.
  • Boundaries[4][6][8]Evaluates every agent action in real time against an organization's rules and decides to let it through, block it, or shut the agent down.
  • AI Detection and Response (AIDR)[9]AIDR reads the full sequence of an agent's activity, detecting threats mapped to the OWASP LLM and MITRE ATLAS frameworks.
  • Zenity Security Assessment Hub[13]A set of 10 free, open-source tools built by Zenity Labs to help security teams identify and understand immediate risks.
Categories
Headquarters
San Jose, United States[4]Not stated on its pages
Founded
Not stated on its pages2021[2]
Ownership and funding
Privately held[3][5][7]Privately held[3][6][17]
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]
  • September 23, 2026Zenity was named a Market Shaper in Gartner's inaugural Emerging Market Quadrant for AI Application Security.[15]
  • August 3, 2026Zenity announced a $125 million Series C round led by Norwest.[14]
  • June 17, 2026Zenity and Carahsoft announced a partnership under which Carahsoft serves as Zenity's Public Sector distributor.[17]
  • March 17, 2026Zenity announced general availability of runtime security controls for AI agents built on Microsoft Foundry.[16]
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.Zenity describes a global financial services firm and a global asset manager as organizations that write policy rules for agents. Zenity covers agents embedded in SaaS tools, home-grown agentic platforms in the cloud, and end-user devices. Zenity gives security and platform teams a single place to surface, enforce, and protect MCP usage.
Last verified
September 27, 2026November 9, 2026

Where they overlap

  • DTEX Systems and Zenity are both filed under AI model and agent security.
  • Both are privately held.

Where they differ, field by field

  • DTEX Systems's primary category is Insider risk management; Zenity's is AI model and agent security.
  • DTEX Systems is also filed under Data loss prevention. Zenity is also filed under AI governance.
  • DTEX Systems lists Insider Risk Management, i³ Investigative Services, AI Risk Assistant and DTEX AI Security. Zenity lists AI Observability, AI Security Posture Management (AISPM), Boundaries, AI Detection and Response (AIDR) and Zenity Security Assessment Hub.
  • DTEX Systems is headquartered in San Jose, United States.
  • Zenity was founded in 2021.

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: Zenity

What AI Observability does[5]
AI Observability is Zenity's discovery and visibility layer for AI agents. Data Lens surfaces sensitive files and pages that are both frequently accessed and broadly exposed across agents.
What AI Security Posture Management (AISPM) does[7]
AISPM evaluates configuration and permissions for agents embedded in platforms like Microsoft Copilot Studio, ChatGPT Enterprise, and Salesforce Agentforce. AISPM applies stricter enforcement in production and more flexible policy in development or sandbox environments.
What Boundaries does[4][6][8]
Boundaries is Zenity's runtime enforcement engine. A rule written once in Boundaries is enforced on Copilot, ChatGPT Enterprise, Agentforce, Bedrock, coding agents, and homegrown builds. Boundaries includes a built-in AI assistant that turns a plain-language request into a working rule.
What AI Detection and Response (AIDR) does[9]
AI Detection and Response (AIDR) is Zenity's runtime security layer for AI agents. AIDR detects direct and indirect prompt injection and blocks execution before the agent acts on them. AIDR breaks every agent interaction into individual steps and groups them by thread in a single activity table.
What Zenity Security Assessment Hub does[13]
The Zenity Security Assessment Hub is built by Zenity Labs. The tools take a Red-Team approach to visualize threats across Microsoft 365, with a focus on 365 Copilot, Copilot Studio, and Power Platform.

Questions about DTEX Systems and Zenity

What do DTEX Systems and Zenity sell?
DTEX Systems sells Insider Risk Management, i³ Investigative Services, AI Risk Assistant and DTEX AI Security. Zenity sells AI Observability, AI Security Posture Management (AISPM), Boundaries, AI Detection and Response (AIDR) and Zenity Security Assessment Hub.
Are DTEX Systems and Zenity in the same category?
They share AI model and agent security. DTEX Systems's primary category is Insider risk management and Zenity's is AI model and agent security.
Where are DTEX Systems and Zenity headquartered?
DTEX Systems is headquartered in San Jose, United States.
When were DTEX Systems and Zenity founded?
Zenity was founded in 2021.
Who owns DTEX Systems and Zenity?
DTEX Systems is privately held. Zenity is privately held.
Who are DTEX Systems and Zenity 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. Zenity describes a global financial services firm and a global asset manager as organizations that write policy rules for agents.
What have DTEX Systems and Zenity 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. September 23, 2026: Zenity was named a Market Shaper in Gartner's inaugural Emerging Market Quadrant for AI Application Security.

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

Zenity full record

  1. [1]AI Agent Security and Governance | Zenity AI Security PlatformZenity · undated page, accessed September 27, 2026 · Tier A
  2. [2]Zenity announces strategic investment led by m12Zenity · zenity.io · undated page, accessed September 27, 2026 · Tier A
  3. [3]Zenity raises 38m series b funding round to secure agentic aiZenity · zenity.io · published October 29, 2024 · Tier A
  4. [4]AI Agent Security & Governance Platform for the Enterprise | ZenityZenity · undated page, accessed October 30, 2026 · Tier A
  5. [5]AI Observability | Zenity AI Security PlatformZenity · undated page, accessed November 10, 2026 · Tier A
  6. [6]AI Agent Security | Model Context Protocol (MCP) | ZenityZenity · undated page, accessed November 10, 2026 · Tier A
  7. [7]AI Security Posture Management | Zenity AI Security PlatformZenity · undated page, accessed November 10, 2026 · Tier A
  8. [8]Runtime Boundaries | Zenity AI Security PlatformZenity · undated page, accessed November 10, 2026 · Tier A
  9. [9]AI Detection and Response (AIDRZenity · undated page, accessed November 10, 2026 · Tier A
  10. [10]Agentic Identity & Access Management: Zenity AI Security PlatformZenity · undated page, accessed November 10, 2026 · Tier A
  11. [11]Securing Financial Services AI | Zenity, Microsoft & SlalomZenity · undated page, accessed November 10, 2026 · Tier A
  12. [12]Company | Zenity | Secure AI Agents EverywhereZenity · undated page, accessed November 10, 2026 · Tier A
  13. [13]Zenity Security Assessment Hub | Zenity | Secure AI Agents EverywhereZenity · undated page, accessed November 10, 2026 · Tier A
  14. [14]Zenity Raises $125 Million to Secure the Era of 1 Billion AI AgentsZenity · published August 3, 2026 · Tier A
  15. [15]Zenity Named a Market Shaper in Gartner’s Inaugural Emerging Market Quadrant for AI Application SecurityZenity · published September 23, 2026 · Tier A
  16. [16]Zenity Announces Availability of Inline Agent Runtime Security for Agents Built on Microsoft FoundryZenity · published March 17, 2026 · Tier A
  17. [17]Zenity and Carahsoft Bring AI Agent Security and Governance to Federal, State and Local AgenciesZenity · published June 17, 2026 · Tier A

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