Enterprise AI Should Be Built Once as a Shared Decision Layer, Not Rebuilt as a Feature Everywhere

Most companies do not have an AI model problem. They have a decision-logic fragmentation problem. Enterprise teams usually adopt AI one surface at a time: a copilot inside a dashboard, a smart assista