Pre-Release 2026

The intelligence layer your design system deserves.

Muonic transforms Figma libraries into measured, governed, code-ready systems. Not pixels. Intent, structure, and the contractual relationships that define how components behave.

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Design systems are flying blind.
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No measured adoption

Teams rely on self-reported surveys and gut feeling. Nobody knows which components are actually used, overridden, or quietly detached.

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Invisible drift

Shadow components multiply silently. Overrides stack up. By the time you notice, the gap between library and production is a canyon.

⚠️

No ROI language

When leadership asks for the business value of your design system, the best answer is hand-waving. Design systems struggle to justify their investment.

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Design-to-code disconnect

Components are rebuilt by engineers from screenshots. Tokens are manually mapped. Variants are guessed. The semantic intent of the design is lost in translation.

Your design system contains more intelligence than you're capturing.

Every component in your Figma library encodes intent: layout constraints, token inheritance, variant logic, accessibility roles, composition patterns. But today, that intelligence evaporates the moment someone copies a frame or writes a ticket.

Muonic captures the complete semantic graph of your design system and transforms it into validated intermediate representations that preserve every decision your team encoded in the design.

From Figma to measured intelligence.
Muonic builds a layered intermediate representation of your design system, then computes health, governance, and value metrics from the actual structure.
01
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Capture

Muonic reads your Figma library via API and plugin, extracting the complete node graph with 68+ fields per instance.

02
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Understand

Nine IR layers decompose your system into intent, component contracts, token cascades, patterns, and behavioral specifications.

03
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Measure

120+ quality metrics across eight health dimensions produce a grounded, reproducible assessment of your system's state.

04
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Interpret

AI analysis constrained to your actual data surfaces findings, prescriptions, and ROI projections grounded in evidence.

05
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Generate

Production-ready component code, theme files, and TypeScript contracts flow from the validated IR into your codebase.

Nine intermediate representation layers preserve every decision encoded in your design system.

IntentData load archetypes
ComponentProps & contracts
TokenInheritance chains
StyleVisual inheritance
PageLayout & a11y
PatternComposition rules
PrototypeInteractions
FlowMulti-page journeys
DocumentFull semantic graph
Measured, not estimated.
120+
Quality Metrics
Computed from your actual Figma structure. No surveys, no subjective rubrics.
8
Health Dimensions
Adoption, consistency, quality, coverage, maturity, efficiency, governance, maintainability.
9
IR Layers
From intent classification to document-level semantic graph. Complete structural representation.
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Frameworks
React, Vue, Angular, Web Components, HTML/CSS. Code generation from validated specifications.
Intelligence grounded in your data.
Every claim Muonic makes is computed from your actual design files. No surveys, no self-reported adoption numbers.

Semantic, not visual

Pattern IR captures interaction models, accessibility roles, and behavioral contracts. Not screenshot diffs.

Measured, not surveyed

Every metric is computed from your actual Figma file structure. No team surveys, no self-reported adoption numbers.

Dual-perspective ROI

Theoretical value versus realized value, adjusted for overrides, detachments, and health. The gap is your opportunity.

Governance at scale

120+ automated quality checks, drift detection across snapshots, and compliance packs for regulated industries.

Infrastructure, not just a tool

MCP Server, REST API, Figma Plugin, CLI, Dashboard. Integrate design intelligence into any workflow.

AI grounded in your data

Claude analysis constrained to your actual metrics via anti-hallucination guardrails. Every recommendation cites evidence.

Built for the teams that build systems.
Muonic speaks different languages to different stakeholders, always grounded in the same measured data.
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Design System Leads

adoption / governance / health / drift

See exactly which components are adopted, overridden, or silently detached. Know what needs attention and why.

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VP / Head of Design

maturity / velocity / strategic roadmap

Connect design system metrics to business outcomes. Understand maturity, predict capacity, and defend investment.

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Engineering Leads

code generation / framework fitness / contracts

Validated component specs, TypeScript interfaces, and theme files generated from the design source of truth.

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C-Suite / Finance

ROI / risk reduction / compliance

Quantified design system value with dual-perspective ROI, defensible methodology, and enterprise risk scoring.

One platform, many interfaces.
Integrate design intelligence into every part of your workflow.
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MCP Server

Model Context Protocol for AI agents

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REST API

Full programmatic access

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Figma Plugin

In-canvas design intelligence

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Dashboard

Interactive analytics & monitoring

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CLI

Terminal-first workflows

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Audit Reports

13-chapter intelligence reports

Ready to measure what matters?

Muonic is in pre-release. Join the early access list to be among the first teams to bring measured intelligence to your design system.

Coming Soon
We're finalizing the early access program. Check back shortly.