AI FDE: the role that helps AI go to work

AI FDE: the role that helps AI go to workThe AI FDE role sits between model capability and the operating environment. It requires enough business context to frame the problem and enough technical fluency to turn AI into deployable, observable, and improvable work.

Many AI prototypes do not fail because the model is useless. They fail because no one connects the use case, data context, workflow, user behavior, and review loop. The AI FDE role focuses on that connection.

Teams can start small: choose a frequent workflow with a clear user, visible feedback, and a limited decision boundary. That is often more useful than beginning with a broad platform ambition.