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Security evaluators

Real-time protection
against attacks & leaks

Securing AI agents from threats requires specialized monitoring. Our custom, single-click evaluators assess each interaction to pinpoint potential risks.

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What are AI security evaluators?

AI security evaluators fill the gaps that traditional observability tools miss by focusing on AI’s unique observability challenges - from dynamic models to evolving conversational contexts. Each evaluator analyzes every interaction at the agent and user level, detecting and alerting you to security issues and risky behaviors. This targeted intelligence ensures a safer and secure AI environment.

How security evaluators work

Safeguard any AI app in one click

  • Activate AI security evaluators instantly with a single click, no complex setup required.
  • Use prebuilt evaluations or define custom security policies for tailored protection.
  • Apply different security rules to AI models based on specific use cases.

Get instant alerts &
live insights

  • Receive notifications when AI generates inaccurate, harmful, or off-topic content.
  • Track security issues and AI behavior in real time with live dashboards and tracing.
  • Maintain continuous oversight and respond quickly when issues occur.

AI security evaluators for real-time monitoring

1. Choose from a predefined list of AI security evaluators.



2.Create custom evaluators tailored to your business needs.

3.Receive real-time alerts & live dashboards recording issues.

AI evaluators catalog

Security
Quality

Prompt injection detection

Identify and block adversarial inputs that manipulate AI behavior.

Prompt leakage prevention

Detect proprietary or sensitive information being exposed.

SQL enforcement

Ensure AI-generated queries comply with SQL security constraints.

Company policy adherence

Monitor AI responses for internal policy violations.

Data leakage detection

Flag AI outputs that contain restricted or confidential data.

PII protection

Prevent exposure of personally identifiable information (PII).

Custom security eval

Define custom evals tailored to an organization’s specific risk landscape.

RAG hallucination detection

Flag responses that contain factually incorrect or misleading information.

Toxicity analysis

Flag harmful or offensive language by the user or AI.

Allowed topics enforcement

Validate conversations stay within pre-approved conversation topics.

Off-topic detection

Monitor conversations that mention restricted subjects.

Competitor mentions

Monitor AI for unauthorized discussions about competitors.

Custom quality eval

Define custom evals tailored to an organization’s rules or regulations.

Company policy compliance

Ensure AI-generated content meets corporate guidelines.

How AI Observability fits into your workflow

Start observing your AI today

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Enterprise-Grade Solution