AI vs Human Retouching: What Each Does Well

Where AI tools help

• Repetitive steps: masks, simple cutouts and basic blemish passes.
• Large sets of simple images, where speed matters more than each frame.
• Rough background extensions, as a starting point.
• Trying out ideas quickly before anyone commits to them.

Where they fall short

• Accuracy: generative tools can quietly change a logo, a stitch, a fabric pattern or a product's shape.
• Skin: automated passes tend to remove texture evenly, which is how skin starts to look fake.
• Hands, jewelry and small details, where errors are easy to miss and costly to publish.
• Consistency: the same request can give different results, which is a problem across a set.
• Judgment: deciding what to leave alone is often the most important decision in an image.

A simple way to decide

Ask what a mistake would cost. On thousands of plain product shots, a small error is cheap to fix, so automation with human checks can make sense. On a cover, a hero campaign image or a product close-up, one wrong detail could mean a reprint, a complaint or a misleading ad, so those images need a person making the decisions.

Whichever you choose, a person should check the result against the real product. How to keep product color consistent applies either way.

Rules and reactions

Generated people now carry legal duties in some places. New York requires disclosure of synthetic performers in ads, and its Fashion Workers Act requires a model's consent for digital replicas, as retouched image label rules explains.

Brands are also going in different directions. Aerie has publicly pledged no AI-generated bodies or people in its ads, on top of its earlier promise not to retouch them, while H&M has used AI digital twins of models in a campaign. Decide what your brand is comfortable saying in public.

What to ask a retoucher

• Which tools do you use on an image like this, and at what stage?
• Do any tools generate new image content, and how is it checked?
• Are my images uploaded to an outside service?
• Who is responsible for the final result?

These are fair questions to ask anyone, including us. You can reach us through services.