The Thread

The established alternatives to AI fashion photography services, what each does best, where it struggles, and seven questions that help you choose by catalog, category and channel.

How to measure the cost efficiency of AI fashion imagery by cost per live product, where the savings come from, seven factors that decide them, and a simple first pilot.

What creative control means when AI fashion models replace a shoot, the five kinds of tools on offer, eight controls to check, and a simple first pilot for a young label.

A map of the virtual model studio category: what counts and what does not, the five types of options, eight things to compare, and how to run a fair pilot.

How to turn the first physical sample into on-model images for line sheets, pre-orders and launch day, where it pays off, and how to photograph a sample so it visualizes well.

How brand-exclusive AI models and digital twins differ from a shared gallery, how consent rules for digital replicas are forming, and seven points to settle before you build one.

Where AI campaign imagery works, the four ways to produce a campaign, seven things that make generated frames read as a real campaign, and where disclosure comes in.

What menswear asks of an AI model, the four types of tools that offer male models, and seven checks to run on your own tailoring, knitwear and denim.

Dresses are the hardest category to photograph accurately and the most costly to get wrong. Here is what separates reproducing a dress you stock from generating one, and what a usable image has to show.