# Looming.ai — Full Documentation

## What is Looming?
Looming is an AI-powered node-based fashion design workflow tool built for professional fashion designers, textile designers, and fashion brands. It combines visual node-based editing with state-of-the-art AI image generation to streamline the entire garment design process — from initial concept to production-ready tech packs.

## Core Architecture
Looming uses a node-graph paradigm where each design element (style, fabric, color, silhouette, reference image) is a node that can be connected to form complex design pipelines. This allows designers to:
- Create reusable design templates
- Batch-generate variations by swapping individual nodes
- Maintain design consistency across collections
- Collaborate on shared node graphs

## Detailed Features

### 1. Node-Based Visual Workflow
- Drag-and-drop node editor built on @xyflow/react
- 20+ node types: Style, Fabric, Color, Silhouette, Reference, Prompt, Output, Batch, etc.
- Real-time preview as nodes are connected
- Multi-canvas support for parallel design explorations
- Template library with pre-built workflows

### 2. AI Image Generation
- Primary model: FLUX Pro (via fal.ai)
- Secondary models: FLUX Schnell (fast preview), Z-Image-Turbo
- Inpainting for targeted edits (change sleeve, collar, etc.)
- ControlNet support for pose/structure guidance
- Resolution: up to 4K (2048×2048 on Pro tier)
- Average generation time: 8-15 seconds

### 3. Professional Fabric Database
- 350+ fabrics with lab-tested specifications
- Categories: Cotton, Silk, Wool, Synthetic, Blends, Denim, Leather, Knits
- Each fabric includes: weight (GSM), drape coefficient, stretch %, care instructions
- Visual texture maps for AI rendering
- Custom fabric upload support

### 4. Pantone Color Calibration
- Delta E 2000 color matching algorithm
- Pantone TCX (textile) and TPG (paper) support
- Color harmony suggestions (complementary, analogous, triadic)
- Seasonal color palette recommendations
- Export color specs for production

### 5. Pattern Transfer & Inpainting
- Upload any pattern/print and apply to garment
- AI-aware pattern wrapping (follows fabric folds and drape)
- Seamless repeat pattern generation
- Scale and rotation controls
- Multi-zone pattern application

### 6. Market Trend Analysis
- Real-time trend data from fashion weeks and social media
- Color trend forecasting
- Silhouette popularity tracking
- Fabric trend analysis
- Competitive landscape overview

### 7. Cost Calculator
- Material cost estimation based on fabric selection
- Labor cost modeling by region
- MOQ (Minimum Order Quantity) optimization
- Margin calculator
- Export cost sheets for suppliers

### 8. Batch & Permutation Generation
- Generate all combinations of selected variables
- Color swap across entire collections
- Fabric variation batches
- Size grading visualization
- Export batch results as lookbook PDFs

## Technical Stack
- Frontend: React 18, TypeScript, Tailwind CSS, Zustand
- Node Editor: @xyflow/react
- 3D Preview: Three.js
- AI Backend: fal.ai (FLUX Pro), Replicate
- Hosting: Cloudflare Pages
- Auth: Supabase
- Storage: Cloudflare R2

## Use Cases

### For Fashion Designers
- Rapid prototyping of new collections
- Client presentation materials
- Mood board to render pipeline
- Design iteration without physical samples

### For Textile Designers
- Pattern design and application preview
- Fabric combination exploration
- Color-way development
- Print placement visualization

### For Fashion Brands
- Lookbook and catalog generation
- E-commerce product imagery
- Social media content creation
- Pre-production visualization

### For Design Students
- Learning AI-assisted design workflows
- Portfolio building
- Understanding fabric properties
- Color theory application

### For E-commerce Teams
- Product image generation at scale
- A/B testing different product presentations
- Seasonal collection previews
- Virtual try-on preparation

## Pricing Details

### Free Tier
- 5 AI renders per day
- Basic node editor
- 50 fabric samples
- Community templates
- 720p output resolution
- Watermarked exports

### Pro ($19/month)
- Unlimited AI renders
- Full fabric database (350+)
- Pantone calibration tools
- 4K output resolution
- No watermarks
- Priority generation queue
- Custom fabric upload
- Batch generation (up to 20 variants)

### Team ($49/month)
- Everything in Pro
- 5 team members included
- Shared node graph library
- Real-time collaboration
- Brand asset management
- Version history
- Priority support

### Enterprise (Custom)
- Unlimited team members
- Custom AI model training (LoRA)
- API access
- On-premise deployment option
- Dedicated account manager
- SLA guarantee
- Custom integrations

## FAQ

### Q: Do I need design experience to use Looming?
A: No. The node-based interface is intuitive for beginners. Start with templates and modify them. The AI handles the rendering — you focus on creative direction.

### Q: What image formats are supported for export?
A: PNG (transparent background), JPEG (optimized), WebP, and PDF (for lookbooks). Pro users get TIFF for print production.

### Q: Can I use my own AI API keys?
A: Yes. BYOK (Bring Your Own Key) mode lets you use your own fal.ai or Replicate API keys for unlimited generation at your own cost (typically $0.03-0.05 per image).

### Q: Is there a mobile app?
A: Looming is a web application optimized for desktop browsers. A tablet-optimized view is available for iPad Pro. Native mobile apps are on the roadmap.

### Q: How does Looming compare to Midjourney or DALL-E?
A: Looming is purpose-built for fashion design. Unlike general-purpose AI art tools, it understands garment construction, fabric properties, and fashion terminology. The node-based workflow allows precise control over every design element.

### Q: Can I train custom AI models?
A: Enterprise users can train custom LoRA models on their brand's aesthetic. This ensures generated designs match your brand identity consistently.

### Q: Is my design data private?
A: Yes. All designs are private by default. We do not use your designs to train AI models. Enterprise users can opt for on-premise deployment for maximum data security.

## Getting Started
1. Visit https://looming.cn
2. Click "Enter the studio" to access the design workspace
3. Choose a template or start from scratch
4. Connect nodes to build your design pipeline
5. Generate your first AI fashion render

## Contact
- Website: https://looming.cn
- Email: hello@looming.cn
- Support: Available in-app via AI assistant

## Links
- Website: https://looming.cn
- Terms of Service: https://looming.cn/terms
- Privacy Policy: https://looming.cn/privacy