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Adversa AI

Runtime security and red teaming platform for AI agents and LLMs.

Last updated: Jul 25, 2026

Pricing

Updated: Jul 4, 2025
Starting Price
$500
Pricing Model
subscription
Free Plan
No
Free Trial
Yes
30-day free trial

About Adversa AI

Adversa AI is a security platform focused on protecting AI agents, LLMs, and generative AI applications from attacks and misuse. Its current offering centers on a runtime control layer that monitors actions taken by coding agents such as Cursor, Claude Code, and GitHub Copilot, and can stop a dangerous action, like an unsafe file change or command, before it executes. Alongside runtime monitoring, Adversa runs autonomous AI red teaming that continuously tests models, agents, and tools against attack techniques such as prompt injection, jailbreaking, and data leakage, feeding results into what the company calls Self-Evolving Threat Intelligence that turns new security research into attack playbooks. The platform is built for CISOs and security leaders managing AI risk in production, AppSec teams, AI product engineers, and GRC or compliance staff who need audit-ready evidence. It maps findings to frameworks including OWASP, MITRE, and the EU AI Act, and supports air-gapped deployment for organizations that cannot depend on external services. Adversa lists customers and use cases in financial services, healthcare, and other regulated sectors, and holds SOC 2 Type I and II certification plus ISO 27001 compliance. The company has been recognized as a Gartner Representative Vendor and IDC Innovator in AI security. Its founding year and public API availability are not stated on the site.

At a glance

Integrations
Cursor, Claude Code, GitHub Copilot
Last verified
July 2026
Last updated: July 25, 2026

Who It's For

  • •Enterprises deploying AI, ML, and LLM technologies.
  • •Organizations in highly regulated industries (e.g., finance, healthcare, automotive).
  • •Cybersecurity professionals and AI developers.
  • •Companies focused on building trustworthy and compliant AI systems.

How It Works

  1. 1Conducts continuous security audits to identify known LLM vulnerabilities, adhering to standards like OWASP LLM Top 10.
  2. 2Performs state-of-the-art AI-enhanced LLM attack simulations (AI Red Teaming) to discover unknown and unique attacks.
  3. 3Utilizes a combination of hacking technologies, tools, and human expertise to provide a complete AI risk posture.
  4. 4Identifies real attack vectors and provides defense recommendations to harden AI models and applications.

How to Use Adversa AI

  1. 1Organizations can leverage Adversa AI for high-level analysis of their AI/ML/LLM technologies to identify threat models and security architecture vulnerabilities.
  2. 2Utilize the platform for continuous security validation of GenAI systems to uncover vulnerabilities and prioritize risks.
  3. 3Implement Adversa AI's solutions to ensure compliance with regulatory standards like GDPR, HIPAA, or ISO27001 for their AI models and tools.
  4. 4Engage with Adversa AI for AI penetration testing to detect a wide range of vulnerabilities and apply appropriate security measures.

Key Features

  • •Runtime monitoring of coding agent actions
  • •Autonomous AI red teaming with attack simulation
  • •Compliance mapping to OWASP, MITRE, and EU AI Act
  • •Self-Evolving Threat Intelligence (SETI)
  • •Air-gapped deployment option
  • •Pre-built attack-anchored policies

Use Cases

  • •Monitor and block risky actions from coding agents like Cursor or Copilot
  • •Run continuous red teaming against LLMs and AI agents
  • •Generate audit-ready compliance evidence for AI systems
  • •Assess AI risk for regulated industries like finance and healthcare

Pros & Cons

Advantages

  • •Specializes in AI-specific cybersecurity, addressing unique threats to AI models.
  • •Offers continuous red teaming and security audits, providing proactive vulnerability detection.
  • •Combines cutting-edge technology with human expertise for comprehensive risk assessment.
  • •Cited in Gartner's GenAI Security research, indicating industry recognition and credibility.

Disadvantages

  • •Potentially complex for organizations without dedicated AI security teams.
  • •Specific pricing information is not readily available, which might require direct contact for assessment.
  • •Focus on enterprise-level solutions may not be suitable for individual developers or small businesses with limited AI deployments.

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Frequently Asked Questions

What is Adversa AI?

Adversa AI is a security platform focused on protecting AI agents, LLMs, and generative AI applications from attacks and misuse. Its current offering centers on a runtime control layer that monitors actions taken by coding agents such as Cursor, Claude Code, and GitHub Copilot, and can stop a dangerous action, like an unsafe file change or command, before it executes.

How much does Adversa AI cost?

Adversa AI has paid plans starting at $500. A free trial is available.

Is Adversa AI free?

Adversa AI is a paid tool, but it offers a free trial.

What are the best Adversa AI alternatives?

Popular Adversa AI alternatives include Lakera, HiddenLayer, Protect AI.

What is Adversa AI used for?

Adversa AI is commonly used for Monitor and block risky actions from coding agents like Cursor or Copilot, Run continuous red teaming against LLMs and AI agents, Generate audit-ready compliance evidence for AI systems.

Information Accuracy

Please note: While we regularly update all tool information including descriptions, features, pricing, and other details, this information may change over time as tools evolve and update their offerings. For the most current and accurate information, we recommend visiting the official website directly. Our goal is to provide you with comprehensive and up-to-date information to help you make informed decisions.