A useful first AI project starts with observable work, rather than a favorite tool or a large platform ambition.

Follow a recent request from arrival to completion. Note its inputs, people, decisions, delays, and exceptions.

Compare candidate workflows, then define one small outcome and the actions that must remain under human control.

Use the same examples to compare AI with a checklist or an existing software feature. Count review effort too.

At an agreed review, stop, revise, or expand that workflow. Let evidence about the work guide the next decision.

Original article explainer. AI-assisted conceptual illustration and neural narration; original synthesized music. Not a human recording or customer result.