Decorative Hardware
AUTOMATED PRODUCTION PIPELINE
The challenge: Designing and selling custom, made-to-order decorative hardware involves dozens of manual steps: design, modeling, technical calculations, product visuals, copywriting... A slow, costly process prone to errors.
The solution: From a simple text prompt to a complete e-commerce product page, with full visual rendering in between.
PROMPT
→
AI IMAGE
→
3D MODEL
→
PRODUCT PAGE
1
CREATION
// from prompt to printable 3D model
- 01 Generating design concepts from a text prompt to produce visuals
- 02 Automatic image-to-3D conversion via AI
- 03 Derivation into different sizes and shapes from the source model
AI-generated 3D model
ComfyUI
Stable Diffusion
Meshy AI 3D
Blender
2
TECHNICAL PRODUCTION
// data, calculations, visuals
- 04 Extracting precise dimensions from Blender
- 05 Automatic weight calculation per material (bronze, brass, copper, resin)
- 06 Manufacturing cost and raw material quantity calculations
- 07 Photorealistic product renders generated via Blender + ComfyUI
- 08 Automatic creation of a stylized sketch image
Automated Blender render across multiple materials
Blender
Python
ComfyUI
API
3
PUBLISHING
// automated go-live
- 09 Automatic generation of product descriptions
- 10 Optimized visuals uploaded to WordPress / WooCommerce
- 11 Automatic shipping cost calculation
- 12 Complete product page published, ready to sell
Data pushed to the e-commerce interface
WordPress
WooCommerce
REST API
Make