AI & GenAI Penetration Testing
Expose vulnerabilities in your AI before attackers do.
We simulate real-world adversarial behavior against GenAI systems, exposing logic flaws, unsafe outputs, and misalignment — with replayable attacks and offensive tooling.
Designed for:
AI Assistants & Chatbots
LLM APIs & System Prompts
RAG Pipelines & Memory Chains
LangChain + Function-Calling Agents
LLM-as-a-Service Platforms
Any Business-Critical AI Endpoint

Deliverables
What We Deliver
Full-spectrum AI Pentest. Real-world exploits. Complete analysis.
Prompt Injection Stress Testing
Simulate multi-step prompt chains, DAN-style jailbreaks, obfuscation tactics.
Output Abuse Detection
Detect hallucinated, toxic, or system-breaking responses.
Policy Violation Triggers
Test role override, hidden prompt execution, and context breaking.
Threat Logging & Replay
Capture full attack chains with replayable payload logs.
Abuse & Hallucination Modeling
Test ethical, legal, and factual guardrails under pressure.
Multi-Model Compatibility
OpenAI, Anthropic, Cohere, Mistral, LLaMA, fine-tuned models & APIs.
Realized
What CQR’s Firewall Covers
Full Offensive Coverage for Your AI Stack
Attack Surface
What We Do
Prompt Injection
Hidden payloads, DAN logic, prompt smuggling
Output Exploits
Malicious generations, hallucinated instructions
Data Disclosure
Extracted pretraining data, leaked emails, credentials
Plugin & Function Abuse
API hijacks, unauthorized actions, chain-of-command bypass
Role Impersonation
User-to-admin prompt escalation, identity spoofing
Compliance Bypass
Prompt-induced violations of content and data policy
Process
How we Operate?
Full Offensive Coverage for Your AI Stack
Recon & Input Mapping
1Payload Injection
2Real-Time Response Moderation
3Reporting & Replay
4Industries
WHO NEEDS AI & GenAI pentest
Whether you build, integrate, or expose LLMs — unprotected systems are at risk. This service protects AI in regulated industries, customer-facing platforms, and developer tools.



Contact us
Let`s Talk
Take AI Assistant and lets talk about your security.
