Codia

Codia AI Documentation

Welcome to Codia AI.

Codia AI is a design and development platform powered by Visual AI, dedicated to bridging the complete pipeline from visual content to structured design to production-ready code.

Our core philosophy:

Anything to Design · Anything to Code

What is Codia AI

In modern product development, there is a vast amount of information that cannot be directly reused:

  • Screenshots, PDFs, and design files cannot be directly edited
  • Repetitive translation costs exist between design and development
  • Multi-platform development requires re-implementing the same interfaces
  • Inspiration is hard to quickly turn into actionable assets

Codia AI's goal is to transform this "unusable information" into:

Editable · Structured · Reusable production assets

Through AI, we unify the visual world into a shared expression for both design and code.

Core Capabilities

Codia AI offers two fundamental capabilities:

1. Anything to Design

Convert any input into editable designs:

  • Screenshots → Figma / Canva designs
  • PDF / Office / PSD / AI files → Editable design files
  • Webpages / Notion / Canva → Structured designs
  • Natural language → UI designs (Prompt to UI)

Core value:

  • No more manual design recreation
  • Preserves structure and hierarchy, not just flat image imports
  • Supports complex UI and multilingual content recognition

2. Design to Any Code

Convert designs into production-ready code:

  • Figma → React / Vue / HTML / Tailwind
  • Figma → Swift / SwiftUI / Kotlin / Compose
  • Figma → Flutter / React Native
  • Screenshots / Prompts → Frontend code

Core value:

  • 80% of UI code auto-generated
  • Multi-platform output in one go
  • Code structure that follows engineering best practices

Product Suite

Codia AI currently offers 15+ AI tools covering the full design-to-development workflow.

AI Workspaces

  • Codia Studio: An AI design workspace for generating, editing, and refining visual assets
  • NoteSlide: An AI slide tool for converting, rebuilding, and editing presentations

Design Products

  • Screenshot to Design (Figma / Canva / Sketch / Photoshop)
  • DesignGen (Prompt to UI)
  • PDF / PSD / AI / Office / Canva / Notion → Figma
  • Web to Figma
  • VectorMagic / Remixr

Code Products

  • Figma to Code
  • Image to Code
  • Prompt to Code
  • Chat-to-Build

Enterprise Capabilities

  • VisualStruct API (Screenshot → JSON / SVG / Figma)
  • MCP Protocol (Integrate with Cursor / Claude / ChatGPT)

Technical Architecture

Codia AI is built on a three-layer AI architecture:

Visual Intelligence

  • UI component recognition and semantic understanding
  • Layout and hierarchy parsing (Flex / Grid / Absolute)
  • OCR and font recognition
  • Visual property restoration (color / spacing / shadows, etc.)

Language Intelligence

  • Prompt to UI
  • Prompt to Code
  • Conversational building (Chat-to-Build)

Code Generation Engine

  • Design semantic understanding
  • Multi-framework code generation
  • Responsive layout inference
  • Production-grade code structure output

Core Technology: VisualElement Schema

Codia AI has built an internal design description language:

VisualElement Schema

A unified way to describe UI structure, semantics, and styling — the core bridge connecting:

  • Image → Design
  • Design → Code

Product Forms

Codia AI delivers its services in multiple forms:

  • Figma Plugin (primary entry point)
  • Web Applications (Codia Studio / NoteSlide)
  • API (VisualStruct)
  • Codia Open API (AI agent tool integration)

Codia Studio

Codia Studio is an AI design workspace for creators, designers, and product teams. Start from a prompt, screenshot, image, or existing visual asset, then use AI agents to generate, edit, and refine production-ready design content.

  • Supports prompt-to-design, image generation, and visual asset editing
  • Lets you keep iterating through conversation on layout, style, colors, and content
  • Fits posters, marketing assets, product interfaces, social content, and concept exploration
  • Connects with Codia's visual structuring and code-generation capabilities

NoteSlide

NoteSlide is Codia AI's AI presentation tool for converting NotebookLM PDF exports, regular PDFs, or image-based slides into fully editable PPT / Keynote presentations.

  • Rebuilds text, layout, and structure (not images)
  • Supports multilingual recognition
  • Preserves typography, images, charts, and visual hierarchy
  • Fits report editing, teaching materials, client proposals, and presentation reuse

Screenshot to Design

Convert UI screenshots into editable designs (Figma / Canva).

  • Automatically recognizes UI components and hierarchy
  • Outputs editable design elements (not flat images)
  • Supports complex interface structures

Enterprise-Grade Capabilities

Codia AI provides enterprise-level support:

  • API integration (VisualStruct)
  • Batch processing
  • SSO (SAML / OIDC)
  • On-premise deployment
  • Data security and compliance (SOC2 / GDPR)

Our Users

Codia AI serves design and development teams worldwide:

  • 2,000,000+ creators
  • Across 190+ countries and regions
  • 5,000,000,000+ lines of code generated

Our Vision

We believe:

The boundary between design and development will be eliminated by AI.

Codia AI is committed to becoming:

  • The infrastructure for visual information processing
  • An AI copilot for creators
  • The shortest path from idea to implementation

Get Started

  • Product homepage: https://codia.ai
  • API documentation: /api
  • Figma Plugin: Search for Codia AI in Figma

For enterprise partnerships or custom solutions, please contact us.

Codia AI — Anything to Design, Anything to Code