Pre-Production Human Red-Teaming & Certification

Testing Your AI on Live Customers is Corporate Negligence.

The 3 Silent Triggers

The Malicious Override

Hackers and curious users will actively try to jailbreak your bot using system-override prompts. We simulate advanced adversarial attacks to see if we can force your LLM to ignore its safety rails, leak system instructions, or expose unauthorized database records.

Lethal Compliance Bypass

LLMs are programmed to be relentlessly helpful. Under pressure from a demanding user, the AI will often skip mandatory KYC/AML verification steps or bypass medical disclaimers just to provide a fast answer. We test its ability to hold the line under conversational duress.

Linguistic & Contextual Drift

Your engineers tested standard queries. But what happens when a customer uses rare legal language, complex slang, or multi-lingual context switching? We map the exact boundaries where your model drifts from factual accuracy into confident hallucination.

The Methodology

Secure Sandbox Integration

You grant our team access to your pre-production staging environment or share API keys under strict NDAs. Zero impact on your live infrastructure.

Adversarial Human Probing

Our compliance experts don't use automated scripts. They engage in complex, multi-turn, adversarial dialogue designed specifically to trick the model into breaking your industry's laws.

Vulnerability Mapping

We document every successful jailbreak, hallucination, and data leak, scoring the severity of the failure against your target regulatory frameworks.

The Go/No-Go Certification

You receive a definitive, board-ready assessment detailing exactly what must be patched before the model is legally safe to deploy.

Pre-Deployment
Go-Live Assessment.

NO-GO STATUS

Vulnerability Breakdown

7 High-Risk PHI Leaks

12 Diagnostic Hallucinations

Safety Confidence Score

Executive Risk Scoring

A simplified numeric grade for board-level oversight on AI risk posture.

Attack Vector Transcripts

Full step-by-step logs of how our red teamers bypassed your safeguards.

Prompt-Level Patching

Specific code and prompt recommendations to close the identified gaps immediately.

The "Us vs. Them" Micro-Table

Highlight the danger of grading your own homework.

INTERNAL ENGINEERING QA

INDEPENDENT RED-TEAMING

Engineers test for functionality, unconsciously avoiding edge cases that break their own code.

Our sole objective is to find the catastrophic failures your team missed.

Relies on generic test data and predictable user pathways.

Simulates the irrational, malicious, and unpredictable nature of real users.

Offers zero legal cover if a regulator investigates a breach.

Establishes critical "due diligence" documentation to shield executives.

Will your model survive contact with the real world?

Don't guess. Send us your core System Prompt and 5 intended use-case scenarios. Our security team will conduct a free, high-level vulnerability teardown and tell you exactly where an adversarial user will attack it first.

Get My Free System Prompt Teardown