A full winter line, shot in an afternoon.

North & Pine ships two outerwear drops a season — parkas, shells and insulated layers, each in four to six colorways. Every launch meant booking a studio, a photographer and fit models six weeks out, then waiting on selects and retouching. Heavy garments photograph slowly, sample sets arrive late, and a single reshoot could push a drop past its window.

The team needed on-model imagery for dozens of colorways, on a range of body types — without the calendar and the invoice a traditional shoot demands.

The team rebuilt the workflow around the flat lay:

• Upload the packshot or flat lay for each colorway — no samples shipped, no studio booked.
• Choose the model, pose and light, then generate 11 on-model looks per SKU across different body types and settings.
• Export 4K images with clean masks, ready to drop straight onto product pages.
• Keep every image — full commercial rights, no model releases or licensing.

What used to be a six-week production line became an afternoon at a desk.

The first drop produced this way went live the same week the flat lays were ready.

• −92% cost per on-model image versus the previous all-in studio rate.
• +18% product-page conversion, driven by more model diversity and consistent lighting.
• 40× faster from sample to published image.
• 11 looks per SKU, up from three, so shoppers see themselves on the product.