Z Tech.All work

Retail · Applied AI

AI Catalog Studio

A garment photo becomes a catalogue shoot.

2026DeliveredClient engagement
AI Catalog Studio workflow illustration

Workflow illustration

The challenge

A garment photo becomes a catalogue shoot.

An independent clothing brand needed product imagery without organising a new model shoot for every collection.

The build

Connected from end to end.

  1. 01

    A studio wizard for garment uploads, models, poses and backgrounds.

  2. 02

    Queued image generation with credit charging and failed-job refunds.

  3. 03

    An admin console, provider abstraction and a marketing site.

The outcome

Built around real use.

The web app, landing site and credit management shipped. The brand uses the product to create catalogue images.

  • FastAPI
  • Next.js
  • Redis
  • MongoDB
  • MinIO
  • OpenRouter

Next project

Inkwell