Adversa
Enhances AI security, stress tests models, ensures compliance.. [Contact for Pricing]
Last verified:
What is Adversa?
Adversa AI is a leading AI security and safety platform that provides continuous red teaming and remediation for custom AI agents, LLMs, and generative AI applications. The platform delivers tailored AI security for the agents and apps businesses built, helping organizations ship AI at scale without shipping risk. Adversa AI meets companies where they are with a battle-tested platform or a managed service, whether deploying their first AI copilot or hardening custom AI agents.
Key features include AI threat modeling with custom models built around specific AI stacks covering everything from prompt injection to agentic goal hijacking, continuous security assessment through autonomous red teaming campaigns on every model update and prompt change, and hardening & remediation with auto-generated patches and actionable reports enabling engineers to prioritize fixes. The platform covers 10 distinct attack surfaces including memory poisoning, tool execution, and inter-agent trust, going far beyond just prompt injection.
Adversa AI is designed for Fortune 500 companies, unicorn startups, and organizations across industries including automotive, financial services, biometrics, smart city, healthcare, identity & KYC, surveillance, Industry 4.0, and research. The company is Gartner-recognized, won
Adversa pricing
Pricing model: Freemium
Adversa AI offers a 30-day free trial for new users. The Standard Tier starts at $500 per month. Enterprise Solutions are available with custom pricing based on specific needs and scale. The company provides both a self-service platform option and a managed service. For the most accurate and current pricing details, organizations must contact Adversa AI sales team directly as enterprise pricing is customized based on deployment scale and specific security requirements.
Adversa pros
- Continuous automated AI red teaming for agents and LLMs
- Custom threat models tailored to your specific AI stack
- Autonomous red teaming campaigns on every model update
- Auto-generated patches for rapid remediation
- Actionable reports with prioritized fix recommendations
- Covers 10 distinct agentic AI attack surfaces
- Protects against prompt injection and agentic goal hijacking
- Managed service option available alongside platform
- Gartner-recognized AI security startup
- RSA Conference 2026 Global InfoSec Award winner
- Enforces least-agency principles for security
- Verifies defenses hold after remediation
- Integrates into existing security workflows
- Supports Fortune 500 companies and startups
- Multi-disciplinary expert team in math, cybersecurity, neuroscience
Adversa cons
- No publicly disclosed free tier available
- Pricing requires contact with sales for custom quotes
- Primarily enterprise-focused may not suit small teams
- No API availability for programmatic integration
- No self-service pricing transparency on website
- Platform may require significant implementation effort
- Limited public information on integration options
- Managed service may have higher cost than platform-only
Frequently asked questions about Adversa
What is Adversa AI?
Adversa AI is the world-leading Gartner-recognized AI Security and Safety startup working on applied security measures for artificial intelligence. It is a pioneering cybersecurity platform that focuses on securing AI systems including large language models and generative AI applications through continuous AI red teaming, threat modeling, and security hardening.
What does AI red teaming mean?
AI red teaming is continuous automated adversarial testing that simulates real-world attacks such as prompt injections, jailbreaks, and model exploitations. Adversa AI's platform runs autonomous red teaming campaigns on every model update, prompt change, and new tool connection to uncover both known and unknown vulnerabilities before adversaries can exploit them.
What types of AI systems can Adversa AI protect?
Adversa AI can protect various AI systems including ML models, Large Language Models (LLMs), custom AI agents, facial recognition systems, generative AI applications, and AI copilots. The platform covers security for agents with planning, memory, and tool use capabilities across different industries.
What attack surfaces does Adversa AI cover?
Adversa AI covers 10 distinct architectural vulnerabilities including prompt injection, agentic goal hijacking, memory poisoning, tool execution vulnerabilities, and inter-agent trust issues. Most AI security assessments focus solely on prompt injection, leaving up to 90% of agentic AI attack surface exposed, but Adversa addresses all 10 attack surfaces.
Who is Adversa AI for?
Adversa AI is trusted by Fortune 500 companies and unicorn startups across industries including automotive, financial services, biometrics, smart city, healthcare, identity & KYC, surveillance, Industry 4.0, and research. It is designed for organizations deploying AI copilots or hardening custom AI agents at scale.
Does Adversa AI offer a managed service?
Yes, Adversa AI offers both a battle-tested self-service platform and a managed service option. The managed service meets organizations where they are, whether deploying their first AI copilot or hardening existing custom AI agents, with holistic end-to-end support for the entire AI Trust Risk & Security Management lifecycle.
What is the Adversa Top 10?
Adversa Top 10 is an unbiased and science-based list of the most important AI attacks including Evasion, Poisoning, Membership Inference, Backdooring, Model Extraction, Attribute Inference, Trojaning, Model Inversion, Resource Exhaustion, and Reprogramming. This list represents the most critical vulnerabilities in AI systems.
How does Adversa AI help with remediation?
Adversa AI provides auto-generated patches and actionable reports that enable engineers to prioritize fixes, enforce least-agency principles, and verify defenses hold. The platform's hardening and remediation features allow security teams to quickly address identified vulnerabilities with concrete implementation guidance.
What is the Model Context Protocol (MCP) security risk?
As AI systems evolve from passive responders to autonomous agents equipped with planning, memory, and tool use, the Model Context Protocol (MCP) becomes a central architectural layer and new security frontier. Traditional red teaming approaches are ill-equipped to test MCP-based architectures, but Adversa AI's platform specifically addresses these emerging agentic AI security challenges.