Art-directing a system, not a single image
A campaign look used to live in the heads of a photographer and a retoucher. To hold across thousands of generated assets, it has to be written down and shown. Define the camera (lens, height, depth of field), the light (direction, hardness, time of day), the grade, composition rules, casting, wardrobe, props and set. Back each rule with reference images and counter-examples. Save recurring characters, products, sets and styles as reusable elements so they stay identical across formats. Then review the system on samples: when outputs keep missing in the same way, fix the rule rather than the asset.
Where the craft still lives
Some things models do badly, and designers should own them outright. Typography: set type in design software and never trust generated lettering. Hands, product details, reflections and small text on packaging need close inspection and retouching. Grids, layout systems and motion principles are design decisions that generation follows rather than invents. Editing is craft too: choosing the three frames that carry an idea from two hundred acceptable ones. Watch for the generic AI look (waxy skin, symmetrical faces, glossy over-saturated light, everything centred) and design against it with specific references, imperfection and restraint.
Where designers' time moves
Production hours shrink first: resizes, masking, background swaps, format adaptations and simple retouching. That time should move to concept development, typography, motion, building and maintaining the reusable elements, and quality control across whole sets of outputs. The shift creates a training problem. Juniors used to learn craft through production work, cutting out and retouching under supervision. If that work disappears, design leads need another route: pair juniors on art-direction reviews, have them build and test elements, and keep some hands-on work deliberately manual so skills are learned rather than skipped.
Protecting originality and ownership
Prompting in the style of a named living artist is an ethical and reputational risk, and it produces work that looks like someone else's. Build a house style from your own references instead. Ownership matters as well. The US Copyright Office's January 2025 report on copyrightability found that prompting by itself does not make someone an author, though a person's creative choices in selecting, arranging or reworking generated material can be protected. For work the brand must own, such as a mascot, a logo or a campaign's core artwork, keep the essential design human-made and use generation for the variations around it.
Updated 25 September 2026