Hundreds of SKUs, one single standard.

Drop in a list, launch, come back to a finished grid. Batch generation processes dozens — then hundreds — of references in a single pass while you work on something else. The priority queue absorbs the volume without making you wait, and every reference ships at the same standard. No more shoots spread across weeks: your catalogue fills at the pace of your release schedule.

A product page that converts is a grid that breathes the same air from one item to the next. MannequinIA locks framing, background and light across your entire catalogue, with no drift between two runs. Customers browse, compare, add to cart — never tripping over a visual that clashes. A visual standard held to the pixel, applied automatically to every reference.

Every visual ships in 4K, sharp on zoom, ready to drop onto the page with no retouching. Ratios match the templates of the major platforms and of your theme, and files are heavy enough for product detail, clean enough for the web. Generate once, reuse everywhere: page, grid, social, marketplace — without going back to the studio.