Capability · 03
03 · Practice
Fashion & Beauty Labs
AI creative systems for fashion and beauty.
Definition
A standing studio inside AIM dedicated to fashion and beauty image-making and the workflow behind it, from first mood board to the retail floor. Trend intelligence, house-trained models, editorial and campaign production, AI lifestyle generation, and the merchandising layer that ships the collection into stores. We partner with maisons, retailers, and DTC brands on the full chain or any part of it, under NDA until the house wants to publish.
For
- 01Maisons and luxury houses building house-specific generative grammar.
- 02Retailers and DTC brands compressing the path from mood board to storefront.
- 03Beauty brands producing seasonal campaigns and always-on lifestyle content.
- 04Creative directors briefing collection, campaign, and merchandising together.
What we ship
08 sub-practices
Each line below is a standing offer. Scoped, priced, and led by a named practice lead. Mix and match across a brief; nothing here is a one-off.
AI Mood Board & Research
Every collection starts with the right creative direction. Using our Infinity module, we scan runway, retail, and cultural signals to identify the key fits, fabrics, and color directions gaining traction — then build curated mood boards and color palettes that give your design team a clear, trend-grounded brief before a single sketch is drawn.
Branding & Creative Direction
We define and build the visual and strategic identity that makes a brand recognizable and commercially relevant. From brand architecture and naming to art direction, color systems, and campaign language — a clear point of view that translates consistently across product, retail, and digital touchpoints.
AI Product Development
From concept to collection-ready render, we turn design intent into photorealistic garment visuals before a single sample is cut. Using trend intelligence from WGSN and Heuritech alongside custom-trained models on Flux and proprietary LoRA stacks, we generate up to 24 collection images per run — consistent models, coordinated by theme, color story, and product family.
Lookbook & E-Commerce
Once your products are selected, we produce complete e-commerce and lookbook imagery in a single workflow — ghost images and on-figure shots with the same model across up to 24 images, multiple poses and angles, full consistency in product, model, and lighting. Every image can be animated into video, and any element can be edited without starting from scratch.
AI Lifestyle Generation
We place your products into the world. Choose a theme — a setting, a mood, a season — and we generate lifestyle imagery across multiple angles, movements, and environments native to that world. The same product can live across multiple themes, giving you the content range to speak to different markets and channels without a single additional shoot.
Editorial & Campaign Production
With your product and lifestyle library in place, we build the campaign layer — group shots, styled pairings, PDP sets, and catalog layouts that tell the full brand story. Every image can be animated and turned into video, and the same AI editing tools that power the earlier stages allow us to iterate quickly on any frame without reshooting.
Marketing Campaigns with AI
AI-powered campaign systems that connect directly to your product and inventory data, localizing creative by market, region, and stock availability — and updating in near real time. From performance assets to brand storytelling, built for commercial impact and designed to improve continuously through AI-driven performance insights.
Visual Merchandising
With the full collection developed, shot, and campaign-ready, we use AI to show you exactly how it will live in-store before a single rack is moved — visualized by color story and product family, so buying, merchandising, and creative teams can align on how the range reads on the floor before the physical build-out begins.
Outcomes
- A trend-grounded creative brief before the first sketch is drawn.
- Full collections visualized before a single physical sample is cut.
- Editorial stills, motion, and lifestyle imagery from one workflow.
- Localized campaigns and in-store merchandising shipped on the same system.
Process
- 01Research: trend intelligence, mood boards, and color direction from Infinity.
- 02Identity: branding and creative direction aligned to the house's point of view.
- 03Development: virtual sampling and full collection visualization before first cut.
- 04Capture: lookbook, e-commerce, and lifestyle imagery from a single workflow.
- 05Campaign: editorial layers, stills, and motion produced together.
- 06Retail: localized marketing and visual merchandising into the store.
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