Gen AI & Chatbot Testing
Comprehensive red-teaming and evaluation for recruitment chatbots, RAG systems, and LLM integrations.
The Challenge
Generative AI chatbots are revolutionizing candidate engagement—handling FAQs, scheduling interviews, and even conducting initial screening conversations. But these systems carry significant risks that most organizations don't fully understand.
LLMs can hallucinate job requirements, leak confidential information through clever prompting, and treat candidates inconsistently in ways that create legal liability. RAG systems may surface inappropriate content from connected knowledge bases.
We test your Gen AI systems to find these failures before candidates—or regulators—do.
What Can Go Wrong
Common failure modes we test for in recruitment chatbots and LLM systems
Hallucinations
LLMs can generate convincing but false information about job requirements, company policies, or candidate qualifications.
Prompt Injection
Malicious candidates can manipulate chatbots to reveal internal processes or bypass screening questions.
Bias in Responses
Chatbots may treat candidates differently based on names, language patterns, or other identity markers.
Data Leakage
RAG systems may inadvertently expose confidential information from training data or connected documents.
Inconsistent Screening
The same question may receive different responses for different candidates, creating fairness issues.
GDPR Violations
Chatbots may store or process personal data in ways that violate data protection requirements.
Our Testing Methodology
A systematic approach to finding vulnerabilities in your Gen AI systems
System Mapping
We document your chatbot architecture, data sources, prompts, and integration points.
Adversarial Testing
Red-team exercises with prompt injection, jailbreaking, and manipulation attempts.
Bias Probing
Systematic testing with varied candidate profiles to detect discriminatory patterns.
Accuracy Audit
Fact-checking responses against ground truth data and company policies.
What You Get
Vulnerability Report
Detailed documentation of all discovered weaknesses, with severity ratings and evidence.
Compliance Assessment
Gap analysis against EU AI Act requirements for high-risk AI systems.
Remediation Guide
Practical recommendations for fixing identified issues, prioritized by risk.
Ready to Test Your Chatbots?
Get a comprehensive evaluation of your Gen AI recruitment systems.
Request Assessment