Infinite Canvas

Infinite canvas is an AI UX pattern that places AI outputs on a zoomable 2D plane so users arrange, connect, and compare ideas spatially. It suits brainstorming and design exploration beyond linear chat scroll, and preserves layout plus links back to source prompts on each node.

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Interactive demo

Generate a logo for a coffee shop
AI Generated

Overview

The design problem

How might we design infinite canvas so people can trust and act on AI output?

Use this pattern

When this pattern fits

  • Perfect for brainstorming tools, design ideation platforms, and knowledge organization applications where spatial arrangement enhances creativity and understanding.

Avoid this pattern

When to skip or lighten it

  • Simple Q&A with one short answer.
  • Mobile-only users without pan-zoom affordances.
  • Compliance logs requiring strict linear transcripts only.

States

State model coming soon

Key UX elements

Key UX elements coming soon

Anti-patterns to avoid

  • Canvas with no minimap or fit-all on large boards.

  • Nodes that overlap with no collision handling.

  • Losing spatial layout on refresh.

  • No link between canvas nodes and source prompts.

How products use it

ProductImplementation
Miro AISticky notes and diagrams on infinite boards with AI generate.
FigJamSpatial ideation with AI widgets on canvas.
WhimsicalFlow and mind map AI on infinite surface.
MuralWorkshop boards with clustered AI outputs.

Implementation

Copy this prompt to generate a production-ready implementation in Cursor, Claude Code, Lovable, or any AI coding agent.

Generate a production-ready implementation of the "Infinite Canvas" AI interface design pattern.

Pattern Definition:

Frequently asked questions

Canvas vs chat thread?

Chat is temporal. Canvas is spatial organization of many outputs at once.

Collaboration?

Live cursors, comments on nodes, and permissions per board.

Export?

PNG, PDF, or structured JSON of nodes and edges.

AI placement?

New generations appear near selection or in a staging lane user can drag.

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