UI components that get smarter with use. Each component observes behaviour, learns patterns, and adapts over time.

Command Palette

Universal search and action menu. Press ⌘K to navigate pages, run actions, or search content. Learns from usage to prioritise what users need most.

Search or run command
⌘KGo to Settings
⌘KCreate new post

Smart Search

Search that understands intent and context. Surfaces results before users finish typing. Learns from clicks and adapts ranking.

Search products...
Wireless headphones12 results
Headphone stand
Headphone case

Smart Form

Forms that auto-fill fields based on previous entries. Validates intelligently, suggests corrections, learns from behaviour.

john@example.com
Auto-filled from previous entry

Smart Notification

Notifications that adapt timing and placement based on behaviour. Learns when users are most likely to engage, avoids interrupting flow states.

New message from Sarah
Hey, can you review the design?
Shown after you paused typing (optimal timing)

Smart Input

Text inputs that suggest completions as you type. Learns from user patterns and context to provide relevant suggestions.

john@example.com

Smart Tags

Tag inputs that suggest tags as you type. Learns from commonly used combinations and surfaces relevant suggestions.

designuiuxresearch

Building this into a component library. Works with all modern frameworks. Copy the code, drop it in your project, and it starts learning.

Interested in trying it early or have ideas? Say hi.