AI-powered creativity for your design pipeline
Generative AI Design Systems
We integrate state-of-the-art generative models — image, 3D, text, and multimodal — into your design workflows, dramatically accelerating creative output and exploration.
Technology Stack
Case Study
Architecture & Interior Design
The Challenge
A leading architecture studio was spending 2–3 weeks per project in the early concept phase — hand-sketching spatial concepts, iterating, and presenting mood boards before a single CAD file was opened. Clients wanted more options faster; the team was at capacity.
Our Solution
We built a custom generative design pipeline using fine-tuned Stable Diffusion XL (trained on the studio's portfolio and style guidelines) integrated with ControlNet for spatial consistency. A ComfyUI workflow accepts a brief, program requirements, and reference imagery, then generates 50+ photorealistic concept variations in a single run. Output is organized into a structured presentation deck automatically.
Results
- Concept phase accelerated from 2–3 weeks to 2–3 hours
- 500+ design concepts generated per project (up from 8–12 manual)
- Client conversion rate increased 34% with richer concept presentations
- Cost per concept reduced by 80%
Technologies Used
"We went from showing clients 8 concepts to showing them 80. The quality of the conversation — and the decisions — transformed completely."
— Principal Architect, Design Studio Client
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