Lanza Estudio
AI & Bots

AI Firewall Agent: Stop Hackers from Draining Your OpenAI Credits

Maria

Maria

Senior Engineer & AI Specialist

"I have seen SMEs lose thousands of dollars overnight because a Russian bot figured out how to jailbreak their SaaS. Designing AI is not just about connecting APIs; it is about shielding them from the real world."

Is your AI-based SaaS losing money due to Prompt Injection attacks?

Every day, entrepreneurs and SMEs integrate OpenAI into their platforms. But they forget about security. Malicious users are using "jailbreak" techniques to bypass your bot's rules, extracting your secret System Prompt or, even worse, using your infrastructure to generate massive free content, draining your balance in a matter of hours.

The trap of basic validations

Believing that using a prohibited words blocklist or politely asking the AI to "not respond to attacks" is enough. Attackers change the context in milliseconds and bypass standard filters. If your only defense is a hidden prompt, your API is open to the public.

Our solution: Multi-Layer LLM Firewall

At LANZAESTUDIO we design a reverse proxy architecture with an AI Agent specialized solely in security (Cognitive Firewall). This agent analyzes the intent of each incoming request before it reaches your main model, blocking any malicious pattern.

  1. Pre-Intent Analysis: An ultra-fast model evaluates user input looking for jailbreak and obfuscation heuristics before executing your core logic.
  2. System Prompt Isolation: We encrypt and separate the base instructions so that no external command can overwrite the corporate bot's behavior.
  3. Dynamic Rate Limiting: We identify unusual token spikes and block the IP or user in real-time, connecting directly with your production Stripe gateway to suspend abusive accounts.
  4. Telegram Monitoring and Alerts: If a sustained attack occurs, our system immediately notifies the development team through an internal bot hosted in your server's root directory, without interrupting legitimate service.

The Real Impact on your B2B SaaS

  • 99% reduction in API losses: You eliminate ghost consumption generated by automated scripts and users exploiting your forms.
  • Intellectual Property Protection: Your business logic, master prompts, and structured data remain secure and hidden from competitors.
  • Total Compliance and Stability: You guarantee that your B2B application will not generate toxic, illegal, or harmful responses that could ruin your brand's reputation.
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