This article traces five regulatory stages for AI in financial services: conduct risk, governance, operational risk, prudential risk and financial infrastructure. Agentic AI has accelerated the transition towards prudential and infrastructure frameworks, shifting regulation from addressing AI itself to addressing AI-dependent financial systems – a fundamentally different undertaking with profound implications for trading documentation.