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From Mannequin/Flat Lay to Model with Expert-Guided AI

Transform your invisible mannequin or flat lay photos into model images. We preserve color, texture, and consistency across views. Human quality control with creative direction ensures professional results.

Striped Sweater on Model

Key Benefits

Model Consistency

Face and look are consistently replicated across the series.

Garment Accuracy

Realistic drape, intact prints, and controlled color.

Efficiency

We align with your style guide and schedule.

Realistic expectations: We can’t guarantee 100% accuracy without retouching. If we identify limitations, we’ll let you know and suggest professional retouching or a fashion photoshoot as alternatives.

Pants Flat Lay to Model with AI

This is for you if…

You've tried AI but didn’t get reliable results

  • You struggled with consistency and coherence across images.

  • Product details were lost or altered.

  • You spent too much time generating and the results fell short.

You prefer to rely on an expert team

  • You want a visual expert as your point of contact.

  • You need batches aligned with your brand guidelines.

  • You want quality assurance and professional results.

How We Work

1) Brief & References

What we need from you: product/clothing photos (mannequin or flat lay). If you don’t have them, we can produce them for you. Style references (3–5 examples), and your image guide or brand manual, if available.
What we do: define the look & feel, level of realism, and project scope. We confirm budget, timelines, and any limitations (if applicable) before starting production.

2) Directed AI Generation

We create a visual proposal with examples to establish consistency across the batch, including controlled variations in aesthetics and lighting/framing tests.
Output: preview selection (2–4 options per case) for your approval.

3) Quality Control + Retouching

We review edges, contact shadows, textures/prints, colors, and artifacts. We apply local adjustments (cloning, cleaning) and perform any necessary retouching.

4) Delivery & Support

  • We deliver in the resolution and size that fit your needs.

  • An adjustment round is included, if necessary.

Green bikini on a neutral background and on a model generated with AI.

Frequently asked questions

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Have questions?

Test the service with your own products before scaling up.

We guarantee 100% accuracy with additional retouching. If we encounter limitations, we’ll inform you and suggest alternatives.

Boost Your Brand with AI

Explore our key services and resources to maximize the impact of your images:

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