AI fashion lookbook production

MEASURABLE OUTCOMES

Trusted by established brands and fashion marketplaces

$2,000

saved per photoshoot

Auras Activewear, premium fitness clothing brand

faster on-model imagery

Kasta, fashion marketplace with 8M+ customers

65%

conversion increase

thanks to AI automation, across customers

Photography crewCasting managerCreative director

Create a cohesive fashion lookbook

Claid will run the AI production system for you. We establish the model choice, art direction, styling logic, and delivery specification before scaling the concept across your collection. Every output is reviewed for garment accuracy, model consistency, realism, composition, and fit with your brand.

The result is ready-to-use photos and videos, whether you need a focused capsule lookbook, a seasonal collection, or recurring content for a new drop.

ON-MODEL PHOTO GENERATION

Flatlay and ghost mannequin to model

We convert product shots into full looks while preserving the garment’s color, proportions, construction, texture, and distinctive details. Flatlays and ghost mannequin images usually provide the cleanest starting point, but we can also work with existing on-model shots, hanger shots, or other assets.

Product flatlays converted into full on-model fashion photos

CUSTOM STYLING RULES

Complete outfit styling

We can combine uploaded tops, bottoms, dresses, outerwear, shoes, and selected accessories into complete looks. The styling system is agreed upfront so that complementary pieces, layering, proportions, and color combinations remain intentional across the collection.

LOOKBOOK THAT FITS YOUR BRAND

Brand-specific scenes and art direction

Place the collection in a visual world that fits the season and your customer. Choose clean ecommerce studios, architectural interiors, outdoor locations, editorial sets, or campaign-specific environments. We define the lighting, props, palette, framing, and atmosphere, then apply the same direction across every approved look.

AI RECOLOR BEFORE ACTUAL PRODUCTION

Colorways and product variations

Extend an approved image concept across additional colors, patterns, or related SKUs. Claid will preserve the composition, pose, lighting, and material feel while introducing the correct product variation. This reduces the need to photograph every colorway separately and keeps product families visually aligned.

Same garment rendered in two different colorways while preserving pose and lighting

IMAGE-TO-VIDEO

Short fashion videos

Turn approved on-model images into short clips for product pages, social media, paid campaigns, and collection launches. Motion can include subtle pose changes, fabric movement, hair movement, camera movement, or a simple turn that helps customers visualize the garment.

Scaling fashion lookbook generation with Claid AI

Claid built a high-volume fashion workflow combining flatlay-to-model generation, model face replacement, and pose expansion for Kasta.

3xfaster processing

100%product preservation

Read full story →All customer stories →

Kasta flatlay-to-model fashion photo generated with Claid AI

KASTA · FASHION MARKETPLACE

Built for the way your fashion team works

Established fashion brands

Produce lookbooks while keeping control over casting, styling, and art direction.

Fashion marketplaces

Create consistent on-model content across products from many brands and sellers.

Growing DTC brands

Launch a complete collection without assembling a full production team.

How AI lookbook production works

1. Share your fashion collection and creative brief

Send us the available product photography, along with the context needed to understand the collection.

We turn these inputs into a clear production specification.

2. Approve the casting and concept for the lookbook

Claid’s creative team proposes a model cast, styling system, scene direction, lighting approach, and sample compositions.

You review the direction before it is applied to the full collection.

3. We produce and quality-check your lookbook

Once the direction is approved, our team generates and refines the complete set.

Images that do not meet the standard are revised or regenerated before delivery.

4. Receive ready-to-publish photos and videos

Your final photos and videos are delivered in the agreed formats and dimensions.

For recurring collections, we can reuse the approved cast, styling rules, and scene direction.

The Lookbook Example

Created for demonstrational purposes with Claid’s AI fashion suite.

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Dress look from an AI-generated fashion lookbook

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DressLook 03

Separates look from an AI-generated fashion lookbook

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SeparatesLook 09

SS 2026 CollectionCREATED WITH CLAID AI

Partnership that matches your fashion processes

GDPR and CCPA compliance

Custom contracts and SLAs

SOC 2 underway

Dedicated creative team

Ongoing optimization

Dedicated support

Send the collection.
Get finished lookbook assets.

Turn your existing product photography into a cohesive set of on-model photos and videos, ready for launch. Claid will handle the casting, styling, production, refinement, and delivery.

Talk to us

FAQs

More info in help centre

What is AI fashion lookbook production?

AI fashion lookbook production uses generative AI to turn existing product photography into a coordinated collection of on-model photos and videos. Unlike generating one image at a time, lookbook production requires a consistent model cast, styling logic, art direction, lighting, locations, poses, and delivery format across many products. Claid manages this process as a complete production service.

Can I create a lookbook myself?

Yes. You can use the AI fashion studio or integrate fashion generation through API. If you don’t want to manage it internally, Claid’s team of forward-deployed creatives will help you generate cohesive photos according to your requirements.

What do you need to produce the lookbook?

We need clear photos of the products you want to feature. Flatlays and ghost mannequin photos typically provide the most predictable results. Existing on-model photos, additional product angles, pattern references, footwear, accessories, brand guidelines, moodboards, and previous campaigns can provide more control.

Can you keep the same model across the full collection?

Yes. Model consistency is defined during the casting stage. You can use one model throughout the complete lookbook, assign different models to specific categories, or create a controlled cast for the campaign. Approved casting can also be reused in future collections.

Can we use our own model?

Yes, provided you have the necessary legal rights and consent to use the model’s images for AI-assisted production.

How accurately will the clothing be preserved?

Input quality, product complexity, and the available references affect the result. Clear images help preserve colors, garment length, patterns, fabric texture, seams, logos, and construction details. Complex prints, unusual cuts, transparent materials, or small branded elements may require additional angles, detail references, or revision rounds. Our team reviews the selected outputs for product fidelity before delivery rather than sending every initial generation.

Can you style several products together?

Yes. We can build complete outfits from uploaded tops, bottoms, dresses, outerwear, shoes, and supported accessories. You can provide exact outfit combinations or let the creative team propose combinations based on your collection and merchandising priorities.

Can you create different colorways from one approved look?

Yes. Additional product or pattern references can be used to produce related colorways while maintaining the approved pose, scene, lighting, and framing.

Can the lookbook include videos?

Yes. Approved fashion photos can be extended into short videos with camera movement, subtle model motion, fabric movement, or pose changes.

How many looks can you produce?

The project can cover a compact campaign or a full seasonal collection. The appropriate scope depends on the number of products, outfit combinations, models, poses, scene variations, videos, and output formats required. We define the complete delivery matrix before production begins.

How long does AI lookbook production take?

Timing depends on collection size, input quality, concept complexity, number of approval stages, and the final deliverables. Reach out to us to get an estimate.