DTEX Agentic Defenders
The Multi-Agent System Powered by Behavioral Intelligence.
DTEX Triage Guardian agent autonomously investigates, validates, and refines security alerts, so teams can stop triaging noise and start acting on verified threats. With paired analyst-and-reviewer agents and a human in the loop, every conclusion is defensible at speed.
Security is fundamentally a signal-to-noise problem
Modern security teams are inundated with alerts, logs, and telemetry, most of which are benign. The challenge is not detection, but prioritization and interpretation. Most attacks and insider incidents don’t appear malicious in isolation. They emerge through behavioral patterns over time.
90 Days
Containment still takes too long
Security teams need faster ways to investigate and validate risk before incidents escalate.
17% Increase in losses
Risk is hiding in plain sight
Subtle, non-obvious behavior often goes undetected until after damage has occurred.
92% Of employees say
AI changed the threat surface
Security teams now investigate risk across human and AI workflows.
*Data from the 2026 Ponemon Report
Two agents with a human-in-the-loop. One verified outcome.
DTEX Triage Guardian operates as a multi-agent investigation team. One agent analyzes alerts and gathers evidence, while a second independently reviews findings before elevating risk to an analyst. Using a ‘three-strikes’ confidence threshold, it combines AI investigation, independent validation, and human oversight to deliver faster, more accurate outcomes. If the findings fail to meet the defined standards, the analyst agent gathers additional evidence and builds a stronger picture of user behavior. What makes Triage Guardian different isn’t just that it’s autonomous. It’s that every finding is validated.
How Triage Guardian automatically gathers the necessary evidence
Validating priority alerts at scale
Triage Guardian processes incoming alerts with full behavioral context from DTEX endpoint telemetry, user activity, and data flows. The Reviewer agent then independently validates the conclusion against confidence and quality thresholds. What used to take an analyst 30+ minutes per alert now happens automatically, with a narrative summary your team can defend in any review.
Catching subtle risk patterns
Most insider threats don’t trip a single signature; they emerge across small, low-fidelity signals over time. Triage Guardian correlates behavioral baselines, peer-group comparisons, and intent indicators to surface non-obvious risks. Compromised users showing credential anomalies, negligent behavior involving sensitive data, or pre-attrition patterns that policy rules would miss entirely.
Monitoring AI agents as an insider
Autonomous AI agents now access enterprise data, execute code, and make decisions on behalf of users. Triage Guardian treats both humans and AI agents as insiders, monitoring agent behavior for scope creep, unauthorized data access, and misuse.
When an AI agent acts outside its sanctioned boundary, Triage Guardian catches it in the same way it catches a human anomaly: with context, confidence, and a clear narrative.
Reducing false positives with paired oversight
The Analyst-and-Reviewer system is a structural answer to false positives. Single-agent AI tools can confidently produce wrong answers. Triage Guardian’s Reviewer agent independently validates every conclusion against defined confidence and quality thresholds. The result: dismissals you can trust and escalations your team won’t second-guess.
Not just another autonomous SOC triage agent
Most autonomous triage agents stop at a conclusion. Triage Guardian combines behavioral intelligence, independent validation, and human oversight to ensure findings are evidence-based, explainable, and ready for action.
Built-in behavioral intelligence
Triage Guardian operates on the rich behavioral context captured across the DTEX Platform, including user activity, data movement, risk indicators, AI interactions, and historical patterns. This enables deeper analysis of intent, escalation, and insider risk than alert-driven triage alone.
Built-in independent validation
Unlike single-agent systems that can confidently produce incorrect conclusions, Triage Guardian pairs autonomous investigation with independent review. The Reviewer agent continuously validates findings against defined confidence and quality thresholds before risk is elevated to analysts.
Decades of proven investigative tradecraft
Triage Guardian draws on DTEX i3 research, insider threat investigations, proven risk indicators, and tested investigative methodologies. Every evaluation applies the same tradecraft used to investigate insider threats, negligence, and emerging risk.
Meet the DTEX Agentic Defenders
Built for the age of autonomous risk, DTEX Agentic Defenders help security teams investigate faster, prioritize what matters, and reduce manual effort. Independently or together, they connect signals across human and AI activity to deliver deeper context, better decisions, and high-confidence outcomes.
Triage Guardian
A multi-agent triage system that accelerates the evaluation of security alerts, automatically gathers evidence, and independently validates findings before elevating risk to analysts. Built on DTEX behavioral intelligence, it helps teams spend less time investigating potential risk and more time responding to verified threats.
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Threat Hunter
An intelligence-driven AI agent that proactively hunts for unknown threats rather than waiting for alerts. Built on decades of DTEX i3 insider threat expertise and behavioral intelligence, it helps teams uncover emerging risk faster while maintaining analyst-level rigor.
Risk Assistant
An AI-powered investigation assistant that helps analysts quickly understand risk, explore behavioral context, and accelerate decision-making. Built on DTEX behavioral intelligence, it transforms complex investigations into actionable insights, helping teams move from questions to answers faster.
FAQs about DTEX Triage Guardian
DTEX Triage Guardian is a fully autonomous, multi-agent AI system that triages security alerts related to insider risk and AI agent activity. It pairs an Analyst agent (which investigates and gathers evidence) with a Reviewer agent (which independently validates conclusions) to produce verified, defensible outcomes with confidence scoring. Triage Guardian is part of the DTEX Agentic Defender suite and can be added to the DTEX Platform’s behavioral intelligence and AI Risk Management.
SOAR platforms execute predefined playbooks; SIEMs correlate logs against detection rules. Triage Guardian is different in two ways. First, it reasons over behavioral context (not just rule matches) using DTEX’s high-fidelity user and entity telemetry to understand intent, not just activity. Second, it uses paired-agent oversight: every conclusion the Analyst agent reaches is independently checked by a Reviewer agent against confidence and quality thresholds. The result is autonomous triage that produces narrative outcomes your team can defend, rather than alerts that still need a human to interpret them.
Single-agent AI tools can hallucinate, miss context, or produce confidently wrong conclusions. Multi-agent oversight is a structural safeguard: Triage Guardian’s Analyst agent investigates and proposes a conclusion, and the Reviewer agent independently challenges it against the evidence and predefined quality thresholds. Only conclusions that survive that review reach your team. This delivers higher accuracy than any single AI model could, and it gives security leaders a defensible audit trail for every decision the system makes.
Yes. Triage Guardian is privacy-by-design. It uses DTEX’s patented pseudonymizationTM techniques to protect user identities, has no direct internet access, and is built on Amazon Bedrock with strict security controls. It does not train on customer data. Its retrieval-augmented generation (RAG) architecture grounds all analysis inside DTEX risk intelligence without exposing customer information externally, making it suitable for regulated and government environments.
Triage Guardian is the triage layer of the DTEX Agentic Defenders. Threat Hunter runs proactive hunts to surface potential risks. Triage Guardian validates and refines those signals, along with alerts coming from the DTEX Platform, DTEX AI Risk Management, or your broader security stack, into verified outcomes. DTEX Risk Assistant then lets your analysts dive deeper on demand, asking questions in plain English. Together, the three agents cover the full insider risk workflow: triage, hunt, and investigate.
DTEX Agentic Defense Resources
Move from analyzing risk to acting on verified threats.
See DTEX Triage Guardian apply behavioral intelligence and paired-agent oversight to your environment.