Livespace.ai
The AI platform where interior designers productize their style and homeowners visualize it in their space.
- Services
- AI Product Development · AI MVP Development · Spatial AI
- Industry
- Creator Economy · Interior Design · Spatial AI
- Platform
- Web App & Generative Diffusion Pipeline
About the Project
Livespace.ai transforms interior design into a scalable creator ecosystem, enabling designers to monetize curated aesthetic styles while homeowners render photorealistic room transformations with shoppable product catalogs.
The Challenge
Interior designers faced severe income caps tied to 1:1 client hours, while homeowners struggled to visualize high-end design concepts in their actual homes.
Pain Point: Creator Income Caps
Top designers with hundreds of thousands of followers had no scalable digital product to monetize their aesthetic beyond high-friction 1:1 consulting.
Pain Point: Visualization Disconnect
Homeowners loved Pinterest and Instagram mood boards but could not visualize how specific furniture and color palettes fit their unique room architecture.
Pain Point: Spatial Diffusion Glitches
Off-the-shelf generative models warped doors, moved windows, and generated physically impossible room layouts.
Pain Point: Phantom Furniture
Standard AI image generators hallucinated fictional furniture that could not be sourced or purchased anywhere.
Objectives
Engineer a dual-sided marketplace powered by spatial generative AI that pairs real designer style models with verified shoppable inventory.
Target:
Sub-15 second room re-renders preserving architectural integrity with 100% matched purchasing links for featured furniture.
Approach
We developed a proprietary diffusion pipeline combining ControlNet depth conditioning with custom creator LoRA style weights:
- 01. Depth & Spatial Mapping
- 02. Designer Style Inference
- 03. Object Detection & Tagging
- 04. Shoppable Checkout
Architectural Preservation
Depth estimation and edge detection pipelines ensure walls, ceiling heights, windows, and doors remain physically unchanged.
Creator Style Productization
Lightweight LoRA adapter training that distills an interior designer's distinct aesthetic into a reusable, licensable digital asset.
Semantic Product Matching
Computer vision bounding boxes that cross-reference generated furniture items against live retail affiliate catalogs.
The Ecosystem
A connected generative marketplace bridging aesthetic creators, homeowners, and premium furniture merchants.
Designer Creator Studio
Dashboard for designers to train proprietary style models, bundle curated item libraries, and track subscription royalties.
Instant Spatial Re-Renderer
Web-based camera upload tool that transforms smartphone room photos into 4K designer-styled spaces in under 12 seconds.
Shoppable Item Drawer
Interactive pins revealing product names, dimensions, materials, and 1-click checkout links for all rendered decor.
Style Discovery Marketplace
Curated directory where homeowners explore trending creator themes from Scandinavian Minimalist to Japandi.
Outcomes
Unprecedented designer adoption and viral homeowner engagement achieved within 90 days of launch.
45K+
Rooms Re-Imagined
120+
Onboarded Designers
<12s
Average Render Time
$180K
Designer GMV Generated
