We cut the visual production cycle from days to seconds and climbed to the top of our category.

Before adopting an AI workflow this team relied on outsourced photography for every new product, which meant a fixed cost per SKU and a lead time measured in weeks.

They started with a single category, generating scene sets from existing white-background photos, then extended into model imagery and short video once the quality bar was proven.

The compounding effect came from volume: once producing a variant costs minutes instead of days, testing more creative becomes the default rather than the exception.