ARIA

Model-based interface generation with validated output.

Made for interface researchers and developers.

Discuss using itDelivered to clients

Overview

ARIA generates interfaces from models of your data, tasks, and users. An LLM plans the screen, the plan is validated against a schema, and React renders it with your registered components and data.

What it provides

Models

Describe the product

Domain, task, and user models give the planner structured context, and every generated element traces back to them.

Planner and specification

Validated output

Planning is not tied to one LLM provider. Its output is validated against the Abstract UI Specification before anything renders.

Renderer and SDK

Plug into your app

A React renderer maps the specification to your components, and a useARIA hook exposes results and errors, with a static fallback if generation fails.

Refinement

Adjust by conversation

Users ask for changes in plain language and can undo them, and the interface adapts to interaction patterns.

Built with

  • TypeScript
  • React

A schema sits between the LLM and the UI, so every generated screen is checked before it reaches users.

Back to all engineering

Use ARIA in your product

Tell us what you need and where it will run. We will agree scope, integrations, and rollout.