OverviewHow it worksCapabilitiesOutputsQuestions
Use case · AI-assisted product imagery

Create AI product photography from a prepared 3D model.

Generate image variations with prompts, references, annotations, and saved styles, then compare each version with the original render before approval.

Product integrated into a lifestyle environmentProduct anchored to 3D
Style direction
Product
Context
Approval
Prepared productEditable sceneTracked output
What it is

How does AI product photography work in Glossi?

Start with a controlled 3D render, then use prompts, references, annotations, or saved styles to create variations. Each result stays connected to the original render for review.

Create more campaign directions from an existing product render.

Use prompts, references, annotations, and saved styles while keeping the original render available for comparison.

01Source render

Anchor the product

Start with the prepared 3D model and its mapped material and region information.

02AI direction

Explore the context

Use supported AI tools for material starting points, backdrops, or creative adaptations.

03Source compare

Inspect and approve

Compare the result to the source product before it enters the content package.

AI materials

Turn an image or description into an editable PBR starting point.

Generated channels remain visible and tunable on the live product rather than disappearing inside a prompt.

Reference image inputEditable PBR channelsReusable material result
Product reference and image direction shown together
Material proposalReview channels
AI-assisted context

Change the context without relying on a prompt to define the product.

Start from a controlled 3D render, then use AI to explore environments and campaign treatments around it.

Prepared product sourceContextual variationHuman approval
Expressive product campaign direction
Campaign contextProduct stays inspectable

Create campaign variations from the same product render.

Create and compare variations without losing the original render or its production context.

Minimal product campaign outputPrimary product view
Color-led campaign outputTurn an image or description into an editable PBR starting point.
Fragrance campaign outputChange the context without relying on a prompt to define the product.
Fit

Where AI helps

Creative exploration can move faster because the product exists as a prepared 3D source instead of a collection of prompt instructions.

Boundary

What still needs review

AI output still needs review. Do not assume perfect logos, measured color, or production readiness without comparing the result to the source render.

Frequently asked questions

Learn more about AI-assisted product imagery with Glossi.

How is Glossi different from a prompt-only image generator?

Glossi starts from a prepared 3D model and keeps product controls, scene state, and production context visible. Supported AI work extends that system rather than replacing the source product with a prompt.

Can AI generate materials in Glossi?

Yes. Glossi can create editable PBR material starting points from a reference image or description.

Does AI ever change the product?

Supported workflows should be reviewed against the prepared product. Glossi is designed to keep product truth visible, but AI-assisted outputs still require human inspection.

Create your first AI-assisted product variation.

Start from a Glossi render, then explore campaign directions with prompts, references, and saved styles.

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