Mashtech Ltd

AI Is Not a Model Problem. It Is a Decision Design Problem

Most enterprise AI initiatives fail for the same reason. They focus on models. The real constraint is decision design. Boards are told they need LLMs, agents, copilots and automation layers. Technology teams debate Claude versus GPT. Architects debate RAG versus fine tuning. Vendors promise transformation. Yet very few organisations begin with the fundamental question: Which […]