Each example shows exactly how it was made, from the inputs and style instructions through to the finished result. Click any image to open the full breakdown and see every step of the process.

A flat lay of a cream Banarasi saree was the only input. Poshak styled it on a model and shot a full editorial at an ancient stepwell.

We gave Poshak a flat lay and a style reference. The output matched the lighting and colour grade, with the brand’s own garment at the centre.

No images were provided. Just a text prompt. Poshak generated the full outfit, the model, and the urban street setting entirely from the description.

The brand provided the kurta on a mannequin and a heritage passageway as the backdrop. Poshak dressed a model in the garment and placed her naturally inside that space.

A kurti shot at home with a cluttered background and harsh lighting. Poshak cleaned it up and produced a professional white-background catalog image.

Three separate inputs: a supplier suit image, the brand’s chosen model, and a style reference. Poshak combined all three into a single premium menswear result.




One jacket photo, four colourways. Poshak generated the same jacket in classic blue, washed black, sand beige, and olive, with the same model and backdrop across all variants.

The brand provided the garment and a model reference. Poshak dressed the model in the lehenga and placed her in a golden-hour palace setting with marigold decor.




Front and back photos gave Poshak a complete view of the kurta. The output was four catalog images: front, back, side profile, and a neckline close-up.



One mannequin photo, three different campaign settings. Poshak placed the same model in a café terrace, a beach at golden hour, and a minimalist studio.

A plain white hoodie and a brand graphic were the only inputs. Poshak applied the print and generated a rooftop lifestyle campaign shot, before the product existed.

Two garments and a venue photo were provided. Poshak created a couple portrait, placed naturally inside the actual wedding setting.
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