Most AI features fail because they are added as novelty instead of as workflow leverage. The better question is not "where can AI fit?" but "where is the user already doing repetitive, time-consuming, or judgment-heavy work?"

For many projects, the main risk is not lack of manpower. It is communication drag, weak scope control, and too much distance between decisions and implementation.

A portfolio image can prove taste. A case study proves judgment. The second one is what clients are actually trying to evaluate.