Quilr Live Assistant uses Gen-AI agents and a knowledge graph to proactively intercept risky human behaviors and social engineering attempts through adaptive risk management. It delivers personalized, real-time nudges to guide users toward secure decisions while automating responses to fix issues, coach users, and test them using simulations including vishing, deepfake, and BEC attacks. The platform focuses on preventing incidents before they occur, strengthening human defenses, and reducing organizational risk.