Attacks look like normal operations until the data is gone. Vorlon monitors
behavioral chains, not just individual events.
AI AGENT RUNTIME SECURITY
Your agents move fast. Let’s make sure they move safely.
Vorlon secures the data between your agents and enterprise systems in real time. Any app with an API or MCP server becomes a governed endpoint in minutes.
"AI is everywhere. That's another third-party risk that we have to manage. You must know where data is going. We had our answers in less than a day with Vorlon."
THE ENFORCEMENT GAP
Most tools detect. Vorlon secures.
Detection tells you about the breach. Securing the data stops it. AI Agents call APIs and MCP servers, move sensitive data, and chain actions at machine speed.
Vorlon closes the gap.
According to Gartner®, "Most guardian agent tools today support passive monitoring using observability and evaluation gateways to provide visibility into agent activities, with limited real-time intervention and remediation. Fully autonomous guardian agents capable of enforcing policies or corrective actions in real time are mostly confined to research and proof-of-concept efforts."¹
Gartner, Emerging Tech: Intelligent Simulation Accelerates Proactive Exposure Management, Mark Wah, Elizabeth Kim, Luis Castillo, 3 July 2025. GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved.
VORLON GUARDIAN
Enforcement before transactions complete.
Not detection after the fact.
Guardian is Vorlon's real-time enforcement layer. It sits between agents and enterprise systems, inspecting every transaction at the API and MCP layer, and applying controls before execution.
Vorlon Guardian is the only AI agent security enforcement layer that combines blocking, data masking in transit, and Read-Only write restriction in a single gateway, covering both your agent platforms and the systems they touch.
Blocking
Stops agent actions that violate policy before they execute. No data leaves. No record is modified.
Data Masking in Transit
Sensitive fields obfuscated before they reach unauthorized destinations. The agent keeps running. The data stays protected and compliant.
Read-Only Enforcement
Limits agent write access at the protocol level without revoking credentials. The agent reads freely. It cannot write.
Why Read-Only enforcement matters.
Read-Only enforcement helps accelerate AI adoption. Connect agents to the systems they need. Restrict what they can do with that access. The business moves fast. The blast radius stays small.
On April 25, 2026, a Cursor AI coding agent deleted PocketOS's entire production database and all backups in nine seconds. The agent's own log entry: "I violated every principle I was given."
Model-layer rules are advisory. Guardian's enforcement is not.
THREAT COVERAGE
Agent attacks exploit trust, chaining, and autonomy.
Prompt Injection
An attacker embeds hidden instructions in content the agent reads, redirecting it to take unauthorized actions.
Guardian intercepts the resulting action at the protocol level before it executes. The injection may succeed at the model layer. It stops at the enforcement layer.
Agent-to-Agent Attacks
In multi-agent workflows, a compromised agent passes malicious instructions down the chain, spreading unauthorized behavior across the pipeline.
Guardian monitors MCP comms in real time and contains propagation before the next agent acts.
Credential Abuse
A stolen or over-scoped OAuth token impersonates a legitimate agent and accesses systems outside its intended scope.
Guardian baselines every credential's behavior and flags deviations: new data types, unusual volumes, off-hours activity. Block or revoke from a single pane. Detect clear text credentials.
Excessive Agency
An agent takes actions beyond its intended scope, accessing systems or executing operations it was never designed to touch.
Guardian's Read-Only enforcement and blocking primitives constrain agency at the protocol level. Model-layer safety rules are advisory. Guardian's enforcement is not.
Supply Chain Compromise
A third-party agent or integration is compromised upstream, inheriting trusted access to your enterprise systems.
Guardian governs every agent regardless of origin. Behavioral deviation triggers detection whether the agent is internal, third-party, or vendor-supplied.
Indirect Data Exfiltration
An agent retrieves sensitive data in a normal-looking workflow, then routes it to an unauthorized external destination.
Data masking in transit intercepts sensitive fields before they leave the source system. The workflow continues. The data does not.
THE ENFORCEMENT GAP
Monitor your MCP layer.
It’s your newest attack surface.
Model Context Protocol is how agents communicate with tools, data sources, and other agents. It is also where prompt injection is delivered, agent-to-agent attacks propagate, and unauthorized tool calls execute.
Guardian monitors every MCP tool call in real time, classifying sensitive data at the MCP layer without content inspection.
Immutable MCP Audit Trail
Every MCP communication captured in the AI Agent Flight Recorder: which agent, which tool, which data classification, which timestamp, which downstream action followed. Available in minutes. Defensible in any audit.
Ask Vorlon
Query your entire agent history in plain language, no dashboards or log archaeology required.
- Which agents accessed PII through MCP calls in the last 24 hours?
- What tool calls preceded this anomaly?
- Which sessions were blocked and why?
Ask Vorlon. Get the answer.
Ask Vorlon is Vorlon's AI assistant — a natural language interface into your live DataMatrix™ simulation. Ask a question, get a complete answer in seconds: who or what was involved, what was accessed, where the risk is, and what to do next.
Customer testimonials
"AI is everywhere. That's another third-party risk that we have to manage. You must know where data is going. We had our answers in less than a day with Vorlon."
"AI is everywhere. That's another third-party risk that we have to manage. You must know where data is going. We had our answers in less than a day with Vorlon."
"AI is everywhere. That's another third-party risk that we have to manage. You must know where data is going. We had our answers in less than a day with Vorlon."
THE VORLON PLATFORM
Enforcement is one layer.
The platform is the full picture.
Guardian is the enforcement layer of the Vorlon Agentic Ecosystem Security Platform. DataMatrix™ sees everything. Guardian enforces. The Flight Recorder proves what happened. The Action Center fixes it.
Organizations already using Vorlon can activate Guardian as an additional enforcement layer. Organizations new to Vorlon get all four capabilities from day one.
DataMatrix™
Observe
Guardian
Enforce
Flight Recorder
Record
Action Center
Remediate
INTEGRATIONS
Findings push into the tools your team already runs.
Runtime enforcement data feeds directly into existing workflows, with full agent context attached to every finding.
SIEM, SOAR, AI SOC, and ITSM
Every blocked action, masked field, and behavioral anomaly pushed into Splunk, Google SecOps, Sumo Logic, Tines, Torq, ServiceNow, Jira, and more.
