Use cases

Start with the visual your team needs to ship.

Choose a production goal, bring the product and visual references you already have, and move from direction to a coherent set of ecommerce and campaign assets.

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Three production goals

Different outputs need different workflows.

Product photography, on-model imagery, and lookbooks share assets, but they solve different business problems. Each workflow keeps its own input, review, and delivery logic.

AI product photography

Turn product assets into a launch-ready image set.

Build product heroes, lifestyle scenes, detail visuals, and campaign assets around one clear product and art direction.

Starts with: Product photos, packaging, model images, or a visual reference
Delivers: Hero shots, scene images, detail-page visuals, and ad-ready crops

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Fashion product assets combined into an AI-generated model product photograph

AI fashion models

Show apparel and accessories in a believable on-model context.

Preview styling, proportions, model presence, and campaign direction before committing to a full production shoot.

Starts with: Garments, footwear, bags, accessories, and model references
Delivers: On-model heroes, alternate angles, social covers, and launch candidates

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Model reference and product image combined into an ecommerce fashion model visual

AI lookbooks

Grow one visual direction into a connected fashion story.

Keep styling, model presence, light, and composition coherent across a sequence made for collection review and launch.

Starts with: A collection brief, product set, sketches, moodboard, or approved frame
Delivers: A connected editorial series, covers, detail frames, and campaign extensions

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Fashion model placed into a consistent editorial lookbook scene

Need the operating detail?

Use cases explain what to ship. Guides explain how to produce it.

Continue into step-by-step guidance for asset preparation, generation, review, and channel handoff.

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