Irregular is a specialized security lab focused on evaluating the risks of frontier AI models. The company develops offensive security frameworks and simulations to test the capabilities of AI agents in cybersecurity scenarios. Irregular works with major labs and governments to define safety standards and protect against the misuse of increasingly capable autonomous systems. This technology addresses critical bottlenecks in computational efficiency and data governance, supporting broader industrial automation.