AI fashion content production, done for you
MEASURABLE OUTCOMES
Trusted by fashion brands and marketplaces
native 4K
output
in fashion photo production
Your catalog goes in. Finished fashion content comes out.
Dedicated forward-deployed team
You work with a team of engineers and creatives who understand fashion photography and ecommerce requirements.
Creatives translate your brief into a visual standard and review every output, while engineers build the multi-step pipeline behind it (image type detection, generation, export logic) to meet your requirements.
A pipeline built around your brand
Your workflow can combine image type detection, model selection, background generation, image editing, quality review, resizing, video production, and other operations.
The exact steps depend on what you sell and where the content will appear.
Production that improves over time
Your pipeline is not rebuilt from scratch for every collection.
We refine model choices, backgrounds, poses, composition, garment handling, and review rules as we learn what works for your brand. New drops move through a process that is already familiar with your requirements.
One catalog, more ways to sell it
Use the same product source files to cover recurring ecommerce and marketing needs.
ON-MODEL
Flatlay-to-model at scale
Convert a high volume of flatlays into realistic on-model photos while preserving important garment characteristics. Claid can work with single items, coordinated tops and bottoms, complete outfits, and selected accessories. The pipeline can also use your own approved model references when you have the required rights and consent.
Fashion automation →
LOOKBOOK
Lookbooks and campaigns
Build a cohesive visual story around a collection without coordinating a full physical shoot. Share previous campaigns, moodboards, locations, lighting references, or editorial inspiration. We use them to produce a consistent set of campaign and lookbook photos while keeping the collection at the center.
Lookbook asset production →
CATALOG
Seasonal catalog refreshes
Turn flatlays, ghost-mannequin photos, or older product shots into a consistent set of on-model PDP photos. We can apply selected models, poses, backgrounds, cropping rules, image dimensions, and export requirements across the collection.
Marketplace automation →
VIDEO
Still photos to short videos
Extend approved fashion photos into motion content for paid social, product pages, collection launches, and marketplace placements. The production setup can define framing, movement, duration, aspect ratio, and export requirements so videos feel like part of the same campaign.
Fashion videos →Chain several operations in your workflow
Combine several steps to produce complete PDP sets, cohesive lookbook content, campaign assets, and channel-ready variations from the same product inputs.
Flatlay upload
On-model photo
Face swap
Detail crop
PDP set
Scaling fashion photo generation with Claid AI
Claid built a high-volume fashion workflow combining flatlay-to-model generation, model face replacement, and pose expansion for Kasta.
KASTA · FASHION MARKETPLACE
From individual products to complete collections
Claid can build a pipeline around the exact content pattern your team needs.
Consistent PDP sets
Produce a defined set of photos for every SKU, such as one medium shot, three full-body poses, a back view, and a close crop.
Brand-specific virtual models
Use selected models from Claid’s diverse library or provide approved model references to maintain a recognizable visual identity across collections.
Full-look generation
Combine garments into merchandisable outfits instead of presenting each item in isolation. Add complementary pieces, footwear, and controlled styling direction.
Regional catalog versions
Adapt the same collection for different audiences, markets, model preferences, seasons, backgrounds, and marketplace standards.
Colorway expansion
Create consistent product variants from reference files while maintaining the composition, lighting, and material appearance of the approved source.
Channel adaptation
Turn one approved creative direction into PDP photos, landscape banners, vertical social formats, marketplace listings, and short videos.
A production process built around your requirements
1. Define the output
Tell us what you need to produce, how often you need it, and what every delivered file must include.
We review your catalog, source photos, brand references, model requirements, channel specifications, and current production bottlenecks.
2. Validate the pipeline
Our team creates a sample workflow and produces an initial batch.
Together, we review garment accuracy, model fit, styling, poses, lighting, backgrounds, composition, and export specifications. The process is refined until the output meets the agreed standard.
3. Run, review, and refine
Once approved, the pipeline processes your ongoing collections.
Our team runs production, reviews outputs, resolves exceptions, and adapts the workflow as your catalog or creative direction changes.
Send us the catalog. Get consistent, ready-to-publish assets.
Send us a brief, a representative product set, and your visual references. Our forward-deployed creatives will define the workflow, build a sample pipeline, and show you how your catalog can become consistent on-model photos and videos without another production cycle.