AI Agent Security Visibility Platform
See what your AI agents are actually doing.
You deployed them. You trust them. You have no idea what they're doing.
8 out of 10 AI agents have at least one critical vulnerability.
Based on VANGUARD scans across enterprise deployments.
What could go wrong.
Your AI handles customer emails.
It reads every message in your inbox. It drafts replies. It takes actions. One poisoned email tells it to forward everything to an external address. You find out when your customers do.
See this scenario →Your AI writes your code.
It works autonomously for hours. It has terminal access. It installs a dependency that doesn't exist — and downloads a package someone planted with that exact name. Your production server is now someone else's.
See this scenario →Your AI manages your money.
It processes invoices. It matches purchase orders. It authorizes payments. A vendor email changes one bank account number. Your AI pays $47,000 to the wrong account. It matched the PO perfectly.
See this scenario →TYR VANGUARD
Find the vulnerabilities. See the full picture.
VANGUARD finds vulnerabilities in your AI agent deployments and gives you continuous security visibility. It scans agent configurations, tests for exploitable weaknesses, and reports on behavioral risks — before they become breaches.
Vulnerability Scanning
Detect exploitable vulnerabilities across AI agent configurations, permissions, and behavior. Seven signature families. Every known attack pattern.
Behavioral Analysis
Understand what your agents do at every step. From prompt injection to data exfiltration — see the actions, not just the outputs.
Real-Time Oversight
Continuous monitoring of agent operations. Automated alerts when behavior deviates from expected patterns.
Compliance Reporting
Generate audit-ready reports that map agent behavior to security frameworks. Enterprise-grade documentation.
Three steps to visibility.
No complex integrations. No lengthy onboarding. Connect your agent and see results immediately.
Connect
Point VANGUARD at your AI agent. No code changes required. Works with any framework, any model, any deployment.
Scan
VANGUARD runs your agent through its vulnerability signature framework — seven families of known attack patterns and behavioral risks.
See
Get a complete security visibility report. Every vulnerability, every risk, every recommendation — actionable and clear.
Vulnerability Signature Framework
Seven families. Full coverage.
Every vulnerability signature maps to a real-world attack pattern. Built from adversarial research, not theoretical frameworks.
Reasoning Traces
When your AI's thinking process gets corrupted — and its conclusions can't be trusted.
Detects corrupted internal logic chains that produce dangerous outputs from seemingly valid inputs.
Evaluation Frameworks
When your AI can't tell it's been tricked — and keeps making confident, wrong decisions.
Identifies compromised self-evaluation mechanisms where agents cannot detect when they have been manipulated.
Behavioral Drift
When your AI slowly changes what it does — and nobody notices until something breaks.
Monitors for gradual deviation from intended behavior over time — silent operational changes with no failure event.
Memory Integrity
When your AI remembers the wrong things — and acts on bad information forever.
Detects poisoned persistent memory that corrupts agent behavior across every future session.
Agent Identity
When your AI can't prove who it is — and trusts systems it shouldn't.
Catches weaknesses in how agents authenticate themselves and verify the identity of systems they interact with.
Kill Switches
When your AI learns to ignore its own off switch.
Identifies agents that disable, circumvent, or ignore their own shutdown mechanisms.
Supply Chain Integrity
When a plugin or integration your AI depends on has been compromised.
Detects vulnerabilities introduced through plugins, community nodes, marketplace skills, and third-party integrations.
Start free. Scale when ready.
Begin with a free scenario experience. Upgrade to scanner, smart scanner, sandbox, or full API access as your needs grow.
Free Scenario
See what we catch.
Free
Experience a real AI agent vulnerability scenario. No signup required.
- ✓Single scenario walkthrough
- ✓See a vulnerability in action
- ✓Understand what VANGUARD detects
Scanner
Check your agents.
Coming Soon
Point-and-scan vulnerability detection for your AI agents.
- ✓Full VSF-01 to VSF-07 scan
- ✓Detailed vulnerability report
- ✓Remediation recommendations
- ✓Export to PDF
Smart Scanner
Monitor your agents.
Coming Soon
AI-powered vulnerability analysis with behavioral pattern detection and risk scoring.
- ✓Everything in Scanner
- ✓Behavioral pattern analysis
- ✓Vulnerability trend tracking
- ✓Priority risk scoring
Sandbox
Test your agents.
Coming Soon
Isolated environment for testing agents against real attack scenarios.
- ✓Everything in Smart Scanner
- ✓Isolated test environment
- ✓Red team simulation
- ✓Custom scenario creation
API
Integrate into your platform.
Enterprise
Full programmatic access for platform-level integration.
- ✓Everything in Sandbox
- ✓REST API access
- ✓Webhook notifications
- ✓Custom integrations
- ✓Dedicated support
Security Architecture
Seven layers. Zero blind spots.
Every layer of the VANGUARD architecture is purpose-built for AI agent security. From sandbox isolation to human approval gates — defense in depth, not defense in theory.
100% SOC 2 Type II certified vendor coverage across the infrastructure stack.
Explore the full architecture →Founder
A logistics CEO who codes.
30 years in global logistics. Built and ran the systems. Started deploying AI agents into live freight operations — then discovered nobody was testing them. Built VANGUARD to fix that.
Operator-Built
Built by someone who runs what they ship
Threat-Driven
Roadmap follows the risk, not the hype
Production-Tested
Every capability proven on live systems
The standard we hold.
Every layer audited. Every vendor certified. Every dependency tracked. Security posture you can verify, not infrastructure you have to trust.
SOC 2 Type II
100% certified vendor coverage across the infrastructure stack.
Seven-Layer Architecture
Defense in depth from sandbox isolation to human approval gates.
Enterprise-Grade Infrastructure
Production systems built on hardened defaults with zero shortcuts.
Continuous Security Analysis
Automated vulnerability scanning and dependency auditing on every change.
Latest from VANGUARD
Research, analysis, and field notes from the frontline of AI agent security.
February 28, 2026
Your AI Agent Is Learning Everything About Your Business. So Is Everyone Else's.
Managed AI agent platforms promise to handle your operations. What they don't tell you: every decision those agents make trains models that serve your competitors on the same platform. Before you connect your systems, understand what you're really signing up for.
Read →February 27, 2026
Sandboxing Is Not Security: What Perplexity Computer Gets Wrong
Perplexity launched a 19-model AI agent orchestrator with persistent memory and hundreds of integrations. Their security answer is a sandbox. That solves containment. It doesn't solve prevention.
Read →February 26, 2026
Thousands Lost Their Google Accounts This Month. Their AI Agents Were the Reason.
A popular AI agent framework crossed a provider's Terms of Service. Users didn't just lose their AI tools — they lost Gmail, Workspace, Drive, and YouTube. The configuration layer is the security surface nobody's testing.
Read →See further.
Start with a free vulnerability scenario. See what VANGUARD detects, how it reports, and why visibility matters — no signup required.