On-Model Image Generation

Adobe Firefly

Enterprise-grade generative AI for creative content, integrated into Adobe Creative Cloud. On-model use requires Custom Models — enterprise tier only.

AIORA Studio

End-to-end AI content production platform for fashion — campaign imagery, on-model content, and editorial visuals in one platform.

Botika

Converts flat lay and ghost mannequin photos into on-model images using fashion-trained AI. Built for Shopify-first D2C brands.

Claid.ai

API-first image enhancement and automation platform for e-commerce marketplaces. On-model generation added in 2024 as a secondary feature.

FASHN.ai

Virtual try-on and on-model generation via API, pre-trained on 18 million try-on examples. Best-in-class garment accuracy.

Flair AI

AI design tool for branded product photography. On-model photography is a named feature alongside lifestyle scene generation.

Lalaland.ai

AI virtual model generation with diversity-first positioning. Acquired by Browzwear in July 2025 — no longer an independent product.

Modelia

AI fashion model generator for Shopify stores with 18 tools including flat-to-model, pose change, AI video, and accessory placement.

OnModel

Swaps models in existing supplier photos and converts flat lays into on-model images. Built specifically for dropshippers and wholesalers.

Photoroom

The world's most downloaded AI photo editor — 150M+ downloads. On-model virtual model feature added November 2025.

Rawshot.ai

AI tool converting flat lay product photos into on-model images. Cited via its own blog content — limited third-party evidence available.

Stable Diffusion / FLUX

Open-source image generation models used by technical teams to build custom fashion AI workflows. Not a product — a foundational model layer.

StyTrix / Refabric

AI virtual try-on and on-model generation tool. Product identity unclear — name confusion between StyTrix and Refabric across sources.

Vmake AI

All-in-one e-commerce creative platform. Fashion model generation from flat lays, plus video upscaling, background removal, and AI video tools.

Vue.ai

Enterprise AI platform for retail covering catalog automation, visual AI, personalisation, and virtual model generation. Operating since 2015.

WeShop AI

All-in-one AI creative studio for e-commerce — on-model generation, virtual try-on, product photography, and video in one platform.

ZMO.ai

Generates on-model images from flat lay or mannequin photos. Supports 50+ body types and skin tones. Batch generation for large catalogues.