Turn flat lays into on-model photos with AI.

Upload a flat lay or packshot — get photoreal on-model photos with 100% accurate clothing replication. Built for e-commerce catalogs at any scale.

On-model photo generated from a flat lay: pleated white blouse styled with a sculptural silver hat

From archive to catalog

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Your flat lays already hold your next catalog.

Most brands sit on hundreds of flat lays and packshots that never became on-model content. Genera turns that archive into photoreal on-model photography — no samples shipped, no studio booked, no reshoots.

Upload in batches, keep one consistent AI fashion model across every SKU, and publish complete PDPs while your competitors are still scheduling their shoot.

10 min
from flat lay upload to production-ready on-model photos.
5
production-ready on-model images per SKU, in about 20 minutes.
100%
clothing replication — your garment reproduced exactly.
5,000
SKUs processed in a single batch.

How it works

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  1. 01Flat lay uploadFlat lays and packshots straight from your archive.
  2. 02AI fashion modelA consistent AI fashion model cast for your brand.
  3. 03Pose selectionPoses matched to your catalog style.
  4. 04Image generationProduction-ready on-model photos in minutes.
  5. 05QA & publishOne click to approve — content goes live.

Input → output

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Flat lay packshot of a white button-up shirt on a neutral background
Input — flat lay / packshot
On-model PDP pair generated from flat lay packshots: full look and jewelry close-up on the same AI model
Output — on-model PDP imagery

Clothing replication

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Herringbone coat with a fur collar — weave, buttons, and texture reproduced exactly on-model

100% clothing replication.

Genera Clothing Replication Technology© analyzes garment colors, textures, patterns, silhouettes, proportions, and product details to reproduce your flat lay garment exactly in on-model photography.

  • Colors
  • Textures
  • Patterns
  • Silhouettes
  • Proportions
  • Product details

FAQs

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  • How do I turn a flat lay into a model photo?

    Upload your flat lay, pick an AI fashion model and poses — the platform generates photoreal on-model photos in about 10 minutes.

  • Will the clothing look exactly like my product?

    Yes. Genera’s proprietary Clothing Replication technology reproduces garments with 100% fidelity — every seam, stitch, and texture preserved.

  • What inputs work besides flat lays?

    Ghost mannequin shots, sample photos, and tech packs — the platform turns any of them into on-model photography.

  • Can I keep the same model across my whole catalog?

    Yes. Consistent AI models and custom brand avatars stay identical across drops, scenes, and campaigns.

  • Is the content commercially safe to use?

    Every asset comes with clear IP ownership, legitimate AI fashion models, and GDPR and EU regulatory compliance.

  • How much does it cost?

    Up to $8 per SKU: four PDP images and one marketing image, production-ready in about 20 minutes. Plans start at $29 per month.

More use cases

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Start today

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Your production system is one step away

Small brands and solo creators can start on the platform right away. Running enterprise volume? Talk to us — we’ll tailor the rollout.

Open platform