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Automatic Catalog Generator with Room Scenes

Case No.
CS—007
Sector
Furniture & Home
Scope
Content Generation · Automation
Stack
Generative Image AI
-90% reduction in catalog cost
01 / The Challenge

Creating photographic room scenes for catalogs cost between R$2,000 and R$5,000 per set, required logistics to build and strike each one, and limited the combinations available. Catalogs went out of date quickly and never covered every color and style variation of the products.

”— FIELD NOTE
A single photographic room scene costs R$5,000 and takes days.
02 / The Solution

Generative AI automatically creates realistic room scenes for every product in the catalog. Starting from a product photo on a white background, the system produces multiple versions in different settings (modern living room, Scandinavian bedroom, corporate office) with professional lighting, styling, and composition, indistinguishable from real photography.

S.1
Product Extraction
Background removal pipeline and high-resolution asset preparation.
S.2
Environment Library
Database of AI-generated backdrops aligned with the brand's identity.
S.3
Automatic Composition
AI positions products respecting proportion, perspective, and lighting physics.
S.4
Review and Export
Approval workflow with direct export to CMS and printing systems.
← All casesCS—007 · RESULTS DOSSIER

Automatic Catalog Generator with Room Scenes

Case No.
CS—007
Sector
Furniture & Home
Scope
Content Generation · Automation
Stack
Generative Image AI
-90% reduction in catalog cost
01 / The Challenge

Creating photographic room scenes for catalogs cost between R$2,000 and R$5,000 per set, required logistics to build and strike each one, and limited the combinations available. Catalogs went out of date quickly and never covered every color and style variation of the products.

”— FIELD NOTE
A single photographic room scene costs R$5,000 and takes days.
02 / The Solution

Generative AI automatically creates realistic room scenes for every product in the catalog. Starting from a product photo on a white background, the system produces multiple versions in different settings (modern living room, Scandinavian bedroom, corporate office) with professional lighting, styling, and composition, indistinguishable from real photography.

S.1
Product Extraction
Background removal pipeline and high-resolution asset preparation.
S.2
Environment Library
Database of AI-generated backdrops aligned with the brand's identity.
S.3
Automatic Composition
AI positions products respecting proportion, perspective, and lighting physics.
S.4
Review and Export
Approval workflow with direct export to CMS and printing systems.