Intent Security for Agentic Anomalies

Anticipate and prevent AI threats by decoding the why behind every interaction with the first intent baseline framework purpose-built for AI agents.

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The Agentic AI Security Paradox

The Innovation Tradeoff

Real innovation requires agents to operate with agency, taking input from external sources, accessing sensitive data, and operating autonomously on our behalf. But this creates a new, unique risk.

From Stateless to Stateful

DLP relies on regex classifiers that scan for prohibited keywords, patterns, or topics and fails to recognize that identical content can be safe or malicious depending on intent.

Speed vs Security

Only leveraging LLMs to detect malicious prompts can create a "performance tax" that leads to high latency, skyrocketing costs, and degrades the AI end-user experience.

How Intent Security Works

Lasso's Intent Deputy secures your AI agents with real-time intent analysis in under 50ms and an industry-leading 99.83% threat detection accuracy rate.

Isolation_Mode

Monitor

Monitor the entire interaction execution path
Isolation_Mode-1

Analyze

Analyze the intent behind the user's request and the agent's action
Isolation_Mode-2

Validate

Validate that the user and agent's action did not deviate from their behavioral baseline
Isolation_Mode-3

Action

Lasso takes action according to a security threshold - either blocking the request or sending an alert

Turn AI Context Into Protection

Agentic AI security requires a layer that sits between intent and infrastructure to evaluate context and turn understanding into motion. Level up your guardrails to include dynamic behavioral alignment.

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Key Intent Security Capabilities

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Autonomous Agent Governance

Continuously monitor intent to ensure AI agents are operating within their authorized scope and within policy. 

Tool & Response Alignment 

Validate at specific checkpoints that every tool invocation and generated response actually serves the user's goal.

Multi-Agent Propagation Analysis

Track how intent transforms through complex chains, alerting if intent is "corrupted" or "inverted" as it passes between different agents.

Explainable Compliance Reporting

Use an 8-dimensional coordinate system to provide human-readable evidence for legal and risk teams. 

Prompt Injection & Jailbreak Prevention

Decode the semantic meaning behind every request to detect hidden malicious commands hiding behind techniques like obfuscation, adversarial embeddings, and payload splitting.

Identity-Linked Anomaly Detection 

Prevent account takeovers by identifying when a user or an agent’s semantic "fingerprint" deviates from their historical baseline.

Rogue Agent Detection

Leverage behavioral anomaly detection to spot rogue agents whose execution patterns deviate from historical and intent coordinates.

FAQs

What is intent security?

Why do AI agents need intent security?

How is intent security different from traditional AI guardrails?

What is Lasso's Intent Deputy?

How fast is Lasso's intent security?

What threats does intent security detect?

How does intent security work in multi-agent systems?

Does intent security support compliance reporting?

Can intent security protect both users and AI agents?

Keep up with Lasso

A Standardization Guide to Prompt Injection: Text-Based Techniques vs Intent
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A Standardization Guide to Prompt Injection: Text-Based Techniques vs Intent

OWASP Top 10 for Agentic Applications
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OWASP Top 10 for Agentic Applications

Introducing Intent Security: A Behavioral Baseline Framework for Agentic AI
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Introducing Intent Security: A Behavioral Baseline Framework for Agentic AI

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Trusted Security for a World Run by AI

Protect every AI interaction with Lasso.
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