AI-Powered Design Tool
Generative Design with Machine Learning
This experimental tool explores how artificial intelligence can augment the creative design process, helping designers quickly explore variations and possibilities.
Rather than replacing human creativity, the goal is to create a collaborative tool where AI serves as a creative partner, generating options that designers can refine and build upon.
The prototype focuses on UI component generation, color palette suggestions, and layout variations based on design constraints and brand guidelines.
Features
- Generate UI component variations from text descriptions
- Intelligent color palette suggestions based on brand input
- Layout generation respecting design constraints
- Style transfer between different design systems
- Real-time preview and iteration
- Export to popular design formats
Tech Stack
OpenAI API
GPT-4 for understanding design intent and generating specifications
Stable Diffusion
Image generation for visual mockups and inspiration
Next.js
Full-stack framework for the web application
Vercel AI SDK
Streaming AI responses for real-time feedback
Figma Plugin API
Integration with existing design workflows
Challenges & Learnings
Design Quality
Ensuring AI-generated designs meet professional quality standards and brand consistency.
User Control
Balancing automation with designer control over the creative direction.
Iteration Speed
Making the generation process fast enough for real-time creative exploration.
Timeline
Concept Phase - Research ongoing