Glossary

Bulk generation

Bulk generation is producing images for a large batch of products in one run, with the same look applied to all of them, instead of photographing them one at a time.

See our catalog and PDP sets

Twelve garments on pale wooden hangers along one steel rail, made with AI

It answers catalogue volume: a new season, a marketplace launch or a restyle of everything already live. The job is less about any single image and more about the batch holding together, with the same model, light, crop and colour on every product.

Most bulk runs fail at the edges. A few products come back in the wrong colour, with a changed logo or a missing pocket, and in a batch of hundreds those slip through unless someone checks. That is why batch work needs a review step built in, not bolted on at the end.

How we handle bulk generation

We take whole catalogues in one brief, shoot them with AI in your locked look and check every image against its product before delivery. The batch arrives ready to list, in days rather than weeks, through our catalog and PDP sets service.

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