AI LLM Firewall as a service
Protect your AI. Prevent prompt abuse. Enforce policy.
CQR Company provides a real-time filtering layer that sits between users and your AI models, detecting and blocking malicious prompts, toxic outputs, and policy violations — before they reach your production environment.
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
Real-time AI Firewall. Full protection. Full control.
Prompt Integrity Filtering
Blocks prompt injection attempts, banned topics, and jailbreak triggers.
Output Sanitization
Removes or rewrites harmful, toxic, or confidential content from responses.
Policy Enforcement
Locks AI into approved roles and contexts with system-level prompt injection.
Threat Logging
Provides full visibility into blocked attempts, filtered phrases, and attacker behavior.
Injection Pattern Detection
Identifies obfuscated or zero-day instruction payloads using ML heuristics.
Cross-Platform Compatibility
Works with OpenAI, Anthropic, Cohere, Mistral, and more.
Realized
What CQR’s Firewall Covers
Full Offensive Coverage for Your AI Stack
Attack Surface
What We Do
Prompt Injection
Detects & neutralizes adversarial prompt chains
Output Abuse
Sanitizes or blocks dangerous responses
Data Leakage
Prevents exposure of private, training-based, or internal content
Bias & Ethics Violations
Filters discriminatory or politically sensitive generations
Jailbreak Attempts
Identifies and breaks chain-of-thought attacks
Role Override
Stops attempts to impersonate admins or override system roles
Process
How we Operate?
Full Offensive Coverage for Your AI Stack
Traffic Scanning
1Prompt Policy Engine
2Real-Time Response Moderation
3Threat Pattern Analysis
4Logging & Audit Trail
5Admin Control Panel
6Industries
WHO NEEDS AI FIREWALL PROTECTION?
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.
Startup
Protect AI prototypes from day one.Prevent jailbreaks, prompt exploits, and early misuse.
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Prompt Filtering Essentials
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Output Sanitization
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Anonymized Interaction Logging
Mid-Market SaaS
Deploy AI at scale without exposure.Enforce rules, trace threats, and stay compliant.
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Behavioral Pattern Detection
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Policy Enforcement Engine
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Full-Session Threat Logging
Enterprise
Enterprise-grade AI firewall. Full control.Designed for compliance-heavy, high-risk sectors.
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Real-Time Prompt & Output Moderation
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System-Wide Integration (SDK/API)
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Admin Dashboard & Threat Intelligence
Contact us
Let`s Talk
Take AI Assistant and lets talk about your security.
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