Introduction Recent developments in agent-based AI frameworks such as OpenClaw have accelerated the shift from AI as a tool to AI as an autonomous operator inside enterprise environments, capable of executing workflows, interacting with enterprise systems and making decisions with minimal human intervention. At the same time, the recent emergence of platforms such as NVIDIA’s NemoClaw, designed to introduce guardrails and containment around these systems, highlights how quickly security has become the limiting factor in enterprise adoption. This marks a fundamental turning point in how organisations need to think about risk. The question is no longer what AI systems can do, but how organisations maintain...