Across energy, utilities, transport, and industrial infrastructure, organisations are proceeding carefully with artificial intelligence in operational technology (OT) environments. This caution is not a lack of ambition. It reflects a growing alignment between industry experience and regulatory concern. AI systems interacting with physical infrastructure introduce risks that cannot be addressed