DESIGN INFRASTRUCTURE
A PRODUCT BY AMPD LABS

One system. Every agent. Every product.

AI with your UX rules
Cursor, Copilot and Claude compatible
Consistent product delivery
THE CHALLENGE

Agents ship fast.
Incosistency ships faster.

As enterprises roll out Cursor, Copilot, and Claude Code, AI can generate interfaces in seconds. Without shared design standards, inconsistency spreads just as fast.

01

Independent Agents

Each coding tool interprets your design system differently.

02

Design Incosistency

Small UI differences become rework, design debt, and QA overhead.

03

Beyond human-readable

One source of truth for designers, engineers, and AI agents.

Design governance must become infrastructure, not something that depends on manual review.

the ai governance gap

Same agents.
Completely different outcomes.

Without Matter
Agent
Cursor
Agent
Claude
Agent
Copilot
Agent
v0
No shared constraints
Every agent interprets design standards differently.
4 agents. 4 different UI patterns.
×
Inconsistent spacing, colors, and component usage
×
Manual design review becomes a bottleneck
×
Accessibility issues ship unnoticed
With Matter
Agent
Cursor
Agent
Claude
Agent
Copilot
Agent
v0
matter constraint layer
Machine-readable constraints every agent follows.
4 agents, 1 coherent system.
Consistent tokens, spacing, and components by default
Automated checks replace manual design review
Accessibility and brand compliance are enforced at build time
THE PRODUCT

One source of truth

matter turns your design standards into machine-readable constraints that every AI coding agent, engineer, and product team can build from.

Claude Code — Matter session
agent session
Claude Code
TASK
Build a ShipmentCard component for the merchant portal
Understood task scope
merchant portal · status card · dashboard context
Read constraint layer
Matter · enterprise.matter.json
matter · enterprise.matter.json
radius.md
"10px"
spacing.lg
"24px"
font.weight
500
a11y.wcag
"AA"
badge.variants
["in-transit","delayed","delivered"]
Generating component
Applying constraints — radius, tokens, badge rules, WCAG AA
matter validate — 0 violations
tokens, badge variants, and aria-labels checked
tokens referenced
radius.md · spacing.lg · font.weight
badge variants
✓ allowed
aria-label
✓ wcag AA
hardcoded values
✓ none
ShipmentCard.tsx ready to commit
ShipmentCard.tsx
matter-constrained

// generated by Claude Code · constrained by matter

import { tokens, Badge } from '@matter/enterprise'

type Status = 'in-transit' | 'delayed' | 'delivered'

export function ShipmentCard({

id, destination, status, eta

}) {

return (

<div style={{

borderRadius: tokens.radius.md, // ← matter

padding: tokens.spacing.lg, // ← matter

background: 'var(--surface)',

border: '1px solid var(--border)'

}}>

<p style={{

fontWeight: tokens.font.weight.medium // ← matter

}}>{destination}</p>

<span style={{fontFamily:'mono'}}>{id}</span>

<Badge

variant={status} // ← matter: allowed variants only

aria-label={`Status: ${status}`}

/>

<p>ETA: {eta}</p>

</div>

)

}

WHY MATTER

What changes when UX
becomes infrastructure.

Ship without the review tax
Machine-enforced constraints reduce repetitive design decisions, making manual review the exception.
Agentic by design
Every AI agent builds from the same machine-readable UX contract.
Compliance built in
Accessibility and brand standards are enforced during development, not after release.
Scale without fragmentation
One design system stays consistent across products, teams, and regions.
BUILT FOR ENTERPRISE

For organizations that can’t afford UX drift.

When multiple teams build under the same brand, design consistency becomes an operational requirement, not a design preference.
Logistics & Industrial Operations
Multi-product portfolios serving consumers, merchants, and field operators, where UI consistency directly impacts operations.
Financial Services & Fintech
Compliance-driven organizations where accessibility, auditability, and brand consistency are required in every release.
Technology & SaaS
Fast-scaling engineering teams adopting AI coding agents without sacrificing design consistency.
Legal & Professional Services
Governance-first organizations where traceability, consistency, and compliance are business requirements.