Beyond AI Pilots, Artificial intelligence in banking is entering a more mature phase. Over the past several years, most institutions have focused on experimentation. Chatbots, copilots, document summarisation tools, coding assistants, and knowledge retrieval systems have demonstrated the potential of generative AI to improve productivity and enhance customer experiences. Yet despite significant investment and widespread interest, relatively few organisations have succeeded in