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How AI Match Surface Works

Place product on a generated surface (marble, oak, slate, linen) keyed to the product's description.

Try it free →

Step-by-step process

  1. 1

    Add your image

    Drop or select the image you want to process — it stays on your device.

  2. 2

    Run the model in-browser

    AI Match Surface runs instantly with no download — the work happens locally in a worker.

  3. 3

    Download the image

    Preview the result and download the image. Re-run with different settings anytime.

100% private by design. All processing runs in your browser — your files never leave your device. No account required.

Frequently asked questions

What does it match?

It transfers the target surface’s colour/texture cues onto the placed object for a cohesive composite.

Is it free to use?

Yes — AI Match Surface is completely free. No account, no watermark, no credits, and no usage limits.

Do my files or prompts ever leave my device?

No. Everything runs locally in your browser via WebAssembly/WebGPU — there is no server that receives your files, prompts, or results.

Which browser and hardware do I need?

A modern browser. Chrome and Edge get WebGPU acceleration for the fastest results; Firefox and Safari run via WebAssembly. This tool downloads nothing and runs on any device.

Can I use the results commercially?

Yes. You own everything you create — NSS makes no claim to the images, videos, or text you process or export.

Does it work on mobile?

Yes — it runs on phones and tablets too, since there is no model download.

Where can I see a step-by-step guide?

Yes — there is a full walkthrough at /how-it-works/ai-match-surface.

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