The hard part of AI visuals is consistency

AI image tools are very good at producing the occasional miracle — and very good at producing the occasional disaster. Commercial work doesn't need an occasional pretty image; it needs a stable, reusable, reviewable visual system.

Consistency comes from an asset library, prompt conventions, model fine-tuning and human QA. It does not come from "let's roll one more and see."