NSS BG
AI Suite · Generate

AI Match Surface

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

Runs instantly · no download·Typical speed: ~0.8 s·Tier: lite
ModeSpeedQualityBest for
Colour/texture match~1sBlends an object to a surfaceRealistic compositing

Quick start

See all 5 presets

Drop images here — add as many as you like

or click to browse · processed one at a time · output image

Want this capability inside the main editor with layers, history, and the full AI panel?

Open in Image Editor →

How it works

  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.

Common use cases

Blending a product onto a surfaceMatching shadows/tonesRealistic mockup compositesLifestyle staging

Why it’s different

100% Private

Every model runs in your browser. Your files never leave your device — nothing is uploaded to a server.

True Alpha Channel

Exports preserve a real straight-alpha transparency channel (PNG / WebP / AVIF), not a baked-on background.

Free Forever

No account, no watermark, no credits. Open the tool and use it.

Works Offline

After the model downloads once it is cached, so the tool keeps working with no connection.

FAQ

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.

Ready to try AI Match Surface?

Free, private, no signup — runs right in your browser.