Capability · 03
03 · Practice
Fashion Labs
AI-native image systems for fashion houses, from first sketch to final asset.
Definition
A standing studio inside AIM dedicated to fashion image-making and the workflow behind it, from first sketch to e-commerce. House-trained models, editorial and campaign production, virtual sampling, AI lifestyle generation, sourcing strategy, and the brand systems that hold it together. We partner with maisons, retailers, and DTC brands on the full chain, or any single link 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 sample to storefront.
- 03Fashion editors and creative directors briefing campaign + editorial together.
- 04Footwear, jewelry, and accessories brands producing at editorial standard.
What we ship
10 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 Product Development
Sketch-to-garment visualization. Entire collections rendered before the first physical sample, with virtual sampling and silhouette iteration the design team can sign off on.
House Image Systems
Fine-tuned models on house archive, season palette, and silhouette, under NDA, with controlled retraining as the brand evolves.
Editorial & Campaign Production
Stills and motion produced together, with a single creative lead. Studio and location, real model and synthetic, on the same call sheet.
AI Lifestyle Generation
Studio shots transformed into realistic AI-generated lifestyle visuals and motion, same garment, infinite contexts, no second shoot day.
Marketing Campaigns with AI
Creative campaigns localized by stock, market, and region, built on the house system so every cutdown looks like the same brand in every territory.
Runway & Activation Content
Pre-show teasers, runway capture, post-show edits, and the social system that ships them, built around the show calendar, not a content brief.
Garment & Material Studies
Synthetic garment exploration, archive re-imaginings, color and fabric studies, internal R&D the house can use to brief the atelier or kill an idea cheaply.
Lookbook & E-Commerce
On-system seasonal lookbooks and e-commerce imagery, same model, same lighting, every drop. Pairs with Hyp3D for 360° and mix-and-match.
Sourcing & Supplier Strategy
Global certified supplier network coordination for quality, sustainability, and lead-time, wired into the same brief as the image work so design, sourcing, and campaign ship together.
Branding & Creative Direction
Brand identity, visual storytelling, and positioning for fashion brands, aligned with the house's generative system so identity and image stay in lockstep.
Outcomes
- A house-trained image system, not a public-model aesthetic.
- Full collections visualized before the first physical sample.
- Editorial stills, motion, and lifestyle imagery from a single shoot.
- Localized campaigns shipped per market, per drop, on the same system.
Process
- 01Concept & design: sketches and references translated into virtual garments.
- 02Development: virtual sampling and full collection visualization.
- 03Sourcing: global supplier network coordination where the brief requires it.
- 04Production: editorial and campaign shoot, stills and motion together.
- 05Marketing: AI-generated lifestyle content, localized per market.
- 06Commerce: on-system lookbook and interactive e-commerce hand-off.
Continue exploring