Prompt Injection Protection for LLMs
Stop malicious prompts before they reach your AI.
Protect your GenAI systems from jailbreaks, role overrides, and unsafe outputs. Real-time interception and sanitization for every prompt — before it ever touches your model.
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.
Adversarial Prompt Filtering
Automatically detects and neutralizes prompt injection attempts, including embedded instructions and role manipulations.
Real-Time Input Sanitization
Filters malicious or misleading inputs using behavior modeling and rule-based logic.
Jailbreak Blocker
Stops prompt chains designed to override system instructions or break safety layers.
Output Boundary Control
Ensures model responses stay within ethical and regulatory limits.
Prompt Audit & Replay
Logs harmful prompt attempts and allows for replayable testing and analysis.
Multi-Channel Integration
Works with chat interfaces, document ingestion pipelines, APIs, and embedded agents.
Realized
What CQR’s Prompt Injection COVERS
Full-Stack Protection from Prompt-Based Threats
Category
Covered Threats
Direct Injection
Malicious commands embedded directly into user input
Indirect Injection
Harmful content delivered via files, websites, APIs, or databases
Multistage Attacks
Obfuscated, layered, or chained prompts that bypass filters
Meta-Injection
Injection from one AI model targeting another
Data Leaks
Unauthorized model responses exposing confidential or internal information
Role Hijacking
Attempts to override or impersonate system-level identities
Process
How we Operate?
Inline Defense. Real-Time. No Friction.
Prompt Interception
1Pattern & Behavior Analysis
2Threat Blocking or Sanitization
3Optional Output Validation
4Structured Reports
5Industries
WHO NEEDS Prompt Injection 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 your AI before it hits production.Block early prompt injections, jailbreaks, and role manipulation exploits.
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Prompt Injection Prevention
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Jailbreak Behavior Simulation
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Replayable Prompt Logs
Mid-Market SaaS
Secure AI-powered products from injection at every layer.Ensure embedded LLMs stay safe across user input, API data, and external sources.
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Indirect Injection Detection
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Multistage Injection Defense
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Safe Output Validation
Enterprise
Fortify every LLM interaction across departments.Protect sensitive operations, ensure compliance, and maintain output integrity.
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Meta-Injection Resistance
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Confidential Data Protection
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Policy Violation Monitoring
Contact us
Let`s Talk
Take AI Assistant and lets talk about your security.
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