How to Validate Security Controls by Testing AI Agents Against Hyper-Synthetic Data

Executive Summary Organizations validate security controls and prove AI agent readiness by evaluating agents against hyper-synthetic data within realistic, simulated environments. This advanced testing method replaces flawed, static demonstrations with rigorous evaluations using hold-out scenarios, representative benign activity, and synthetic threat scenarios. By stress-testing AI agents against hyper-synthetic data before full production deployment, enterprise teams […]