AI
An imagery pipeline that turns a shoot cycle into an afternoon
Product photography is the cost floor under e-commerce creative, and a studio shoot prices most of that work out of reach for a mid-sized catalogue.
- Client
- Product Imagery for E-commerce Brands
Situation
Every new SKU, every seasonal campaign and every ad variant needs images.
A studio shoot prices most of that work out of reach for a mid-sized catalogue.
Approach
A product image goes in; styled, scene-placed, campaign-ready variants come out — the same item in different settings, formats and aspect ratios for different placements.
The engine work sits mostly in prompt discipline: conflicting instructions degrade the scene, and explicitly protecting the product from being “improved” matters more than describing the background.
A stated priority order is what keeps the actual product recognisable across generations.
Result
For the brands using it, creative cost dropped roughly 80%.
More importantly, the turnaround for testing a new visual angle went from a shoot cycle to the same afternoon.
Technology used
- Görsel Üretim Modeli
- Prompt Mimarisi
- Kuyruk Sistemi
- Çoklu Format Çıktı
What would a system like this do for you?
We audit your ad account and site, then hand you a written roadmap in five business days.