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SofaStudioAI 2.0
NEXT-GEN SPATIAL INTERIOR DIFFUSION

Visualize any sofa in your home before you buy.

Upload a photo of your living room, choose an artisan sofa design from the catalog, and let our OpenAI spatial compositing engine render realistic perspective, scale, and floor contact shadows.

System Architecture
PerspectiveFloor-Plane Horizon Sync
LightingAmbient Occlusion Shadows
ScaleRoom Ratio Alignment
EngineOpenAI DALL-E / Vision
Step 1 of 3

Upload Customer Room

Sunlit Hardwood Living Room
Sunlit Hardwood Living Room(Sample)
Or test with sample rooms:
VISUALIZATION BLUEPRINT
Selected Room:
Room

Sunlit Hardwood Living Room

Sample Room

Selected Sofa:
Sofa

Horizon Modular Sectional

112" W x 68" D x 29" H • $2,450

SYSTEM ARCHITECTURE

Engineered for Clean Modularity

Designed with clean boundary abstractions so user sessions, sofa catalogs, and generative rendering can effortlessly connect to PostgreSQL, Prisma, or Supabase in the next phase.

01 / FRONTEND

Zustand & HTML5 Canvas

Client-side image aspect normalization, drag-and-drop file ingestion, and reactive centralized session store.

@store/useVisualizerStore
02 / PROXY LAYER

Next.js Node API Routes

Securely encapsulates secret OpenAI API credentials, executes payload validation, and handles rate limiting.

/api/visualize & /api/catalog
03 / AI ADAPTER

IVisualizerService Pattern

Abstracted interface with zero-cost Mock Simulator and live OpenAI DALL-E 3 image synthesis engines.

@services/ai/IVisualizerService
04 / DB READINESS

PostgreSQL & Prisma Ready

Strongly typed contracts for Rooms, Products, and Render Sessions ready to wire directly into ORM entities.

@types/visualizer.ts