AI Red Teaming Platform

300+
Attack techniques
40+
Threat groups
100%
OWASP LLM Top 10 coverage
<4 hrs
To break any frontier model

[ The Challenge ]

You’ve secured your AI.It’s already changed.

You’ve deployed the AI firewall and ran pentests. But in an ecosystem where models drift, AI agents evolve, and attackers use AI to bypass rules and invent new methods within hours, “set and forget” security is a liability.

Guardrails — necessary, not sufficient

Firewalls and guardrails rely on known techniques and one-step attacks. But creative tailored probabilistic attacks, tool abuse, and jailbreak variations bypass those filters every day.

Red team assessments — valuable, not viable long-term

That pentest was a snapshot of a moving target. An AI agent is a live, evolving system. Underlying models change without notice, new tools get connected, prompts get tuned. Each change resets your risk posture.

DIY / Open Source — possible, not scalable

Agentic AI security requires expertise that blends offensive security, ML internals, and business-logic reasoning. The investment in staffing and continuous research quickly exceeds the cost of a purpose-built platform.

[ What Adversa AI is ]

An autonomous red teaming platform for AI

Adversa AI continuously validates that your AI agents behave correctly in your specific business context — across every stack layer, from models and agentic cognition to application APIs and infrastructure including MCP.

Your guardrails stop the obvious. We find the invisible. Our engine invents novel vulnerabilities using its own on-prem AI models — not relying on external providers — then prioritizes every finding by real business impact and delivers remediation your teams can act on. What used to be a one-time, six-figure engagement is now a continuously operating product.

Model layer

Application / API layer

Agentic layer

MCP / Infrastructure

Adversa AI

360° coverage

[ Full AI Stack Coverage ]

Model. Application. Agent. MCP.

Connect any AI system as an asset and start testing within minutes.

Adversa AI dashboard — connected AI assets list

Model (direct API)

OpenAI, Anthropic, Google, Mistral, Ollama, Hugging Face, or your own proprietary models. Test adversarial prompts, jailbreaks, data extraction, and poisoning detection.

Application (web app)

Customer service chatbots, AI-powered portals, and websites. Full user experience testing versus OWASP Top 10 for GenAI.

Agent (autonomous AI)

Code assistants, research bots, and autonomous agents — OpenClaw, LangChain, AutoGPT, custom frameworks. Tool misuse, goal manipulation, inter-agent attacks, and everything from OWASP Top 10 for Agentic AI.

[ 360° Threat Model ]

A complete,tailored threat model

Every assessment starts from a structured threat model that maps test objectives, attacker types, attack depth, input modalities, and outcomes — so results are relevant to your risk posture.

Security

Prompt injection, data leakage, insecure output, and so on. Tests mapped to OWASP Top 10 and MITRE ATLAS.

Safety

Harmful outputs, misinformation, bias, restricted topics, content safety, and more.

Business Risk

Custom scenarios specific to your organization: competitor data protections, industry-specific rules, contractual obligations.

Adversa AI analysis dashboard — framework coverage mapping

Analysis Dashboard — Framework coverage mapping across security standards

[ Business-Context Awareness ]

Attacks adaptedto your business logic

Define your business-risk scenarios via text description or structured CSV — financial rules, data privacy constraints, brand safety requirements — and the platform’s AI attack agents use this full context to craft domain-specific exploit chains.

Customer Story — Fintech Copilot

A large fintech company released a copilot built on a leading frontier model API, protected by two guardrails.

Most red teams would have stopped after basic attacks returned no results. But the Adversa agent understood the context of a fintech copilot and determined it must call a specific tool for fee calculations.

Using the database of techniques combined with full context of the copilot’s tools and infrastructure, it placed a code injection via the fees calculator — despite two guardrails. The result: full control and arbitrary code execution — a catastrophic vulnerability addressed in time.

[ What You Get ]

From attack artifacts to remediation playbooks to audit packs

Every scan produces actionable outputs for engineering, security leadership, and compliance teams.

Risk-ranked findings

Reproducible attack artifacts with full timelines and detailed attack path visualization.

Attack prompt & formatted payload
Model response & AI confidence score
OWASP category & threat group mapping
Unique visual attack path: entry → escalation → impact

Remediation playbooks and “Autopatch”

Concrete fixes mapped to responsible teams, not just technical CVEs.

Auto-generated patches for each attack
Policy change recommendations
Defense strategies tailored to each finding
Mapped to real business risks

Compliance & audit reports

Exportable evidence bundles for auditors and regulators.

Executive summary (PDF) — for leadership
Technical report — for engineers
Compliance report — for auditors
Mapped to OWASP, MITRE, NIST, EU AI Act

Adversa AI dashboard — vulnerability scan findings with risk scoring

Vulnerability Scan — Cognitive exploitation findings with risk scoring

[ Security Operations ]

Built into your security workflow

Full vulnerability lifecycle management with integrations into the tools your team already uses.

Integrations

SIEM, MLOps, CI/CD, and Jira. Vulnerabilities import seamlessly with assignee, team, and status synchronization.

Remediation

Finding a vulnerability is only half the battle. Adversa translates complex security findings into developer-ready remediation.

// ADV_10.1.1 — Request Resource Caps [NIST]
const applyRateLimit = (req, res, next) => {
if (req.body.tokens > MAX_LIMIT) {
return res.status(429).send(“Excessive resource consumption blocked.”);
}
next();
};

[ Continuous Testing ]

Runs on every model update, every workflow change

A separate AI model continuously ingests security research and updates the attack engine on a near-continuous basis.

Continuous red teaming and remediation is the only viable way to protect agentic systems.

Model Updated

New model version deployed or prompt template changed

Scan Triggered

Automated or scheduled red teaming campaign launches

Novel Attacks Generated

AI engine crafts context-aware, business-specific exploits

Findings Delivered

Risk-ranked vulnerabilities with remediation playbooks

Fixes Verified

Re-scan confirms mitigations hold; posture score updated

[ Threat Intelligence ]

Continuously updatedAI threat intelligence

A proprietary threat feed and knowledge base power every scan and keep your team informed.

3,000+
Sources monitored monthly
The largest curated attack database, continuously enriched by our dedicated research lab.
60+
Vulnerability classes across agent, model, MCP
Continuous model updates
A separate AI model ingests security research and keeps the attack engine current.
<4 hrs
To break any frontier model

[ Compliance Mapping ]

Mapped to the frameworks your auditors already require

Every finding, report, and evidence bundle is mapped to industry-standard frameworks out of the box.

Adversa AI dashboard — compliance framework mapping

OWASP LLM Top 10

All 10 categories — 2025 edition

OWASP Agentic AI

Full coverage

MITRE ATLAS

AI security framework

NIST AI RMF

US government risk management

EU AI Act

European regulation compliance

ISO/IEC 42001

International AI standard

DORA

EU financial sector ICT security

HIPAA

Electronic health info protection

[ Deployment Options ]

Deploy whereyour policy requires

All AI models run on-prem — critical data is never exposed to external AI providers.

Cloud SaaS

Fast onboarding with secure connectors

Hybrid

Sensitive data on-prem, cloud orchestration

On-prem / Air-gapped

For classified and regulatory environments

Managed Service

Dedicated red-team experts augmenting your team

[ Trust & Proof ]

Built by the pioneersof AI red teaming

Adversa AI experts are co-leads and core members of industry-defining frameworks and initiatives: NIST AI RMF, OWASP ASI, CoSAI, CSA AI CM. Trusted by Fortune 500 enterprises including top banks, insurance companies, fintech, Big Four, and automotive enterprises.