Solutions / Apparel
For ready-to-wear brands.
Clothing brands live or die by the quality and pace of their imagery. neo-fashion.ai gives apparel teams a private visual model trained on their aesthetic — and a production pipeline that keeps up with the pace of modern retail calendars.
Across every brief
From editorial to catalog. From shoot to scale.
The apparel challenge
Collections move faster than shoots can follow.
A ready-to-wear brand produces two to six collections a year — and between drops, a constant stream of replenishment SKUs, capsule launches, and trend-reactive pieces. Traditional photo production cannot keep that pace. A custom visual model can.
With neo-fashion.ai, your creative direction is encoded once. Every image your team generates — from packshot to campaign — inherits it.
How apparel teams use it
From training to production.
- 01
Train your brand model
Upload reference campaigns and lookbooks. We fine-tune a private model that captures your casting, fabric behaviour, and editorial mood.
- 02
Define your personas
Build the casting library for the season — faces, bodies, editorial notes. Personas carry across every module.
- 03
Generate at collection pace
Run Collection Photoshoot for catalog, Photo Wizard for hero shots, and Hero to Video for social — all in one workspace.
Recommended modules
Built for clothing production.
Photo Wizard
On-model shots with locked personas and scenes.
Production Studio
Full-session consistency across a season's looks.
Collection Photoshoot
Entire catalog processed in one session.
Flat Lay
Packshot and flat lay imagery for every SKU.
Hero to Video
Campaign stills animated for social and display.
Questions
Apparel — answered.
How does the platform handle seasonal volume spikes?
Generation runs asynchronously and scales with your workspace plan. Collection Photoshoot handles hundreds of SKUs in a single session without queue bottlenecks.
Can we maintain model consistency across SS and AW drops?
Yes. Personas are saved at the workspace level. Re-use the same casting across every season, every drop — no re-briefing, no variation.
We shoot in multiple markets. Can the platform handle regional variation?
Yes. Run separate sessions per market with different scene or background presets while keeping the brand model consistent.
What is the minimum image quality required for input?
Any photo with the garment clearly visible works. Higher-quality inputs produce higher-fidelity outputs — but even supplier photos generate usable results.