When AI Automation Is Worth Building

A decision-maker guide to identifying practical AI automation opportunities without overbuilding or creating avoidable risk.

Point 1

AI automation works best when it supports a clear workflow with measurable friction.

Human approval should remain part of sensitive or high-impact processes.

The strongest AI products combine data, workflow design, interface quality and operational visibility.