Tarlogic AI Pentest is a penetration testing service focused on identifying and mitigating vulnerabilities in large language models and artificial intelligence applications. The service evaluates AI systems for security issues including prompt injections, sensitive information leakage, and unauthorized code execution. The methodology includes a preliminary assessment that reviews AI model architecture, data sources, training processes, and deployment configurations. The service identifies critical points susceptible to vulnerabilities such as user interfaces and integration points with other systems. Specific penetration tests simulate prompt injection attacks to assess model resilience against malicious inputs and analyze how the system handles sensitive data. The service reviews third-party components, integrated libraries, and modules to detect known vulnerabilities, while ensuring security configurations align with best practices. Deliverables include detailed documentation of identified vulnerabilities and their potential impact, along with a mitigation plan that prioritizes actions based on risk level. The service provides continuous advisory support including guidance on security updates, patches, and staff training to help teams identify and prevent future vulnerabilities in AI systems.