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Datasheet
Datasheet

AI Security | Harness Resource | Harness

Harness AI Security is purpose-built to discover, test, and protect AI-native applications — addressing a growing blind spot as organizations build with LLMs, AI agents, and MCP components that traditional security tools weren't designed to cover.

Learn:

  • How continuous AI asset discovery maps LLMs, MCP primitives, agents, and AI APIs across your environment
  • New threat types unique to AI applications: prompt injection, data poisoning, and system prompt leakage
  • Dynamic testing against OWASP LLM Top 10 risks, integrated directly into CI/CD pipelines
  • Real-time AI firewall capabilities for production protection and custom guardrails
Published
May 4, 2026

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What you'll learn

Key Takeaways

New Threats in AI Applications

AI-native applications introduce novel risks such as prompt injection and data poisoning. Traditional security measures are insufficient for these new OWASP Top 10 LLM vulnerabilities.

Comprehensive AI Security Lifecycle

Harness AI Security offers an end-to-end solution to secure applications. It continuously discovers assets, tests for risks before deployment, and protects applications in production.

Continuous AI Asset Discovery

The platform automatically identifies every AI component in your environment, including LLMs and Model Context Protocol primitives. It provides a real-time inventory and maps sensitive data flows.

Dynamic Pre-Deployment Testing

Harness integrates directly into CI/CD pipelines to automatically test AI applications against OWASP LLM Top 10 risks. It uses real production traffic to simplify test configuration.

Real-Time Threat Protection

An AI firewall protects running applications by detecting prompt injections and inspecting responses for data leakage. It also enforces custom usage policies and guardrails.

Built for Enterprise Scale

The solution is built on Harness Web Application and API Protection, which secures over three trillion API calls annually. It supports flexible deployment with over thirty instrumentation methods.