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<!doctype html>
<html lang="en">
<head>
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<meta charset="utf-8" />
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<title>PolyGen | Text-to-3D Model Generator by Ceradon Systems</title>
<meta name="description" content="PolyGen is an AI 3D model generator that converts text descriptions into printable 3D models. Text to 3D modeling powered by Gemini and Claude. Free to try." />
<meta name="keywords" content="AI 3D modeling, text to 3D model, 3D model generator, AI 3D generator, text to OpenSCAD, 3D printing AI, AI model maker, generate 3D models from text" />
<meta property="og:title" content="PolyGen | Text-to-3D Model Generator" />
<meta property="og:description" content="Transform text descriptions into printable OpenSCAD models with AI-powered generation and browser-based validation." />
<meta property="og:type" content="website" />
<meta property="og:url" content="https://www.ceradonsystems.com/polygen.html" />
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<meta name="twitter:title" content="PolyGen | Text-to-3D Model Generator" />
<meta name="twitter:description" content="Transform text descriptions into printable OpenSCAD models with AI-powered generation and browser-based validation." />
<meta name="twitter:image" content="https://www.ceradonsystems.com/assets/polygen-hero.webp" />
<meta name="robots" content="index, follow" />`n <link rel="canonical" href="https://www.ceradonsystems.com/polygen.html" /> <link rel="icon" type="image/png" href="./assets/Emblem.webp" />
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</head>
<body class="bg-[color:var(--ink)] text-[color:var(--silver)]">
<a href="#main-content" class="sr-only focus:not-sr-only">Skip to main content</a>
<header class="backdrop-blur bg-[color:var(--steel-900)/70] sticky top-0 z-50 border-b border-[color:var(--steel-700)]">
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<img class="logo-glow h-8" src="./assets/Horizontal_Logo.webp" alt="Ceradon Systems" width="1536" height="1024" />
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<img class="logo-glow" src="./assets/Emblem.webp" alt="Ceradon Systems" width="558" height="558" />
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<a href="vantage.html" class="block px-4 py-2 text-sm text-gray-300 hover:text-white hover:bg-[#1e293b]">VANTAGE</a>
<a href="raptor.html" class="block px-4 py-2 text-sm text-gray-300 hover:text-white hover:bg-[#1e293b]">RAPTOR</a>
<a href="aegis.html" class="block px-4 py-2 text-sm text-gray-300 hover:text-white hover:bg-[#1e293b]">AEGIS <span class="text-xs text-[color:var(--ceradon-blue)]">Counter-UAS</span></a>
<a href="scout.html" class="block px-4 py-2 text-sm text-gray-300 hover:text-white hover:bg-[#1e293b]">SCOUT</a>
<a href="architect.html" class="block px-4 py-2 text-sm text-gray-300 hover:text-white hover:bg-[#1e293b]">Architect</a>
<a href="polygen.html" class="block px-4 py-2 text-sm text-gray-300 hover:text-white hover:bg-[#1e293b]">PolyGen</a>
<a href="fedresume.html" class="block px-4 py-2 text-sm text-gray-300 hover:text-white hover:bg-[#1e293b]">FedResume</a>
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<a href="intelligent-systems.html" class="navlink">Intelligent Systems</a>
<a href="technology.html" class="navlink">Technology</a>
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<a href="contact.html" class="btn btn-primary">Contact</a>
</nav>
<button class="md:hidden icon-button" aria-label="Open menu" data-open-menu>☰</button>
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</header>
<main id="main-content">
<section class="relative overflow-hidden hero-splash border-b border-[color:var(--steel-700)]">
<div class="absolute inset-0 pointer-events-none">
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<div class="grid gap-12 lg:grid-cols-[3fr_2fr] lg:items-center">
<div class="space-y-6">
<img src="./assets/polygen-logo.png" alt="PolyGen" class="h-24 md:h-32 mb-2" loading="eager" />
<h1 class="text-4xl sm:text-5xl font-bold text-[color:var(--white)]">Text-to-3D. Describe it, print it.</h1>
<p class="text-lg text-subtle">PolyGen transforms natural language descriptions into printable OpenSCAD code using a multi-agent AI pipeline. Powered by Google Gemini for planning and Anthropic Claude for code generation, with browser-based WASM validation.</p>
<div class="flex flex-wrap gap-3">
<span class="badge">Multi-agent pipeline</span>
<span class="badge">OpenSCAD output</span>
<span class="badge">Browser validation</span>
</div>
</div>
<div class="card-glass p-6 space-y-4">
<img src="./assets/polygen-hero.webp" alt="AI-generated 3D model visualization" class="w-full rounded-lg image-surface" loading="lazy" width="1024" height="361" />
<p class="text-subtle">Describe what you want to create in plain English. Polygen handles the geometry, code, and validation.</p>
<a href="https://polygen.ceradonsystems.com" target="_blank" rel="noopener noreferrer" class="btn btn-primary text-sm uppercase tracking-wide">Launch PolyGen</a>
</div>
</div>
</div>
</section>
<section class="mx-auto max-w-7xl px-4 py-16 space-y-12">
<div class="space-y-6">
<h2 class="section-heading text-3xl">Core Features</h2>
<p class="text-subtle max-w-3xl">From natural language to printable models, Polygen handles the entire pipeline with AI-powered planning, code generation, and validation.</p>
<div class="grid gap-6 md:grid-cols-2 lg:grid-cols-3">
<div class="card-glass p-6 space-y-3">
<h3 class="text-xl font-semibold text-[color:var(--white)]">Natural Language Input</h3>
<p class="text-sm text-subtle">Describe what you want to create in plain English. No CAD experience required.</p>
</div>
<div class="card-glass p-6 space-y-3">
<h3 class="text-xl font-semibold text-[color:var(--white)]">Image-to-3D</h3>
<p class="text-sm text-subtle">Upload a photo and recreate it as a printable parametric model.</p>
</div>
<div class="card-glass p-6 space-y-3">
<h3 class="text-xl font-semibold text-[color:var(--white)]">OpenSCAD Output</h3>
<p class="text-sm text-subtle">Generates clean, parametric OpenSCAD code ready for 3D printing.</p>
</div>
<div class="card-glass p-6 space-y-3">
<h3 class="text-xl font-semibold text-[color:var(--white)]">In-App 3D Preview</h3>
<p class="text-sm text-subtle">View your model in the browser with Three.js before downloading.</p>
</div>
<div class="card-glass p-6 space-y-3">
<h3 class="text-xl font-semibold text-[color:var(--white)]">STL Export</h3>
<p class="text-sm text-subtle">Download STL files directly from the preview for immediate printing.</p>
</div>
<div class="card-glass p-6 space-y-3">
<h3 class="text-xl font-semibold text-[color:var(--white)]">Design Templates</h3>
<p class="text-sm text-subtle">9 quick-start templates for common objects to accelerate your workflow.</p>
</div>
</div>
</div>
<div class="grid gap-8 lg:grid-cols-[1.3fr_1fr] lg:items-center">
<div class="space-y-6">
<h2 class="section-heading text-3xl">Multi-Agent Pipeline</h2>
<p class="text-subtle">Polygen uses a sophisticated multi-agent architecture where specialized AI models handle different stages of the generation process.</p>
<ul class="space-y-3 text-sm text-subtle">
<li class="flex gap-3"><span class="text-[color:var(--ceradon-blue)]">▹</span> <strong>Planner Agent (Gemini)</strong> generates a Geometric Structure Tree (GST) from your description.</li>
<li class="flex gap-3"><span class="text-[color:var(--ceradon-blue)]">▹</span> <strong>Coder Agent (Claude)</strong> converts the GST into pure OpenSCAD code.</li>
<li class="flex gap-3"><span class="text-[color:var(--ceradon-blue)]">▹</span> <strong>Browser Validator</strong> compiles via WASM for fully serverless validation.</li>
<li class="flex gap-3"><span class="text-[color:var(--ceradon-blue)]">▹</span> <strong>Closed-Loop Retry</strong> with 3-attempt system and escalating guidance on errors.</li>
</ul>
</div>
<div class="card-glass p-6 space-y-4">
<h3 class="text-lg font-semibold text-[color:var(--white)]">Pipeline Flow</h3>
<div class="space-y-3 text-sm">
<div class="flex items-center gap-3">
<span class="flex-shrink-0 w-8 h-8 rounded-full bg-[color:var(--ceradon-blue)] flex items-center justify-center text-white font-semibold">1</span>
<span class="text-subtle">User Prompt</span>
</div>
<div class="flex items-center gap-3">
<span class="flex-shrink-0 w-8 h-8 rounded-full bg-[color:var(--steel-700)] flex items-center justify-center text-white font-semibold">2</span>
<span class="text-subtle">Planner (Gemini) → GST JSON</span>
</div>
<div class="flex items-center gap-3">
<span class="flex-shrink-0 w-8 h-8 rounded-full bg-[color:var(--steel-700)] flex items-center justify-center text-white font-semibold">3</span>
<span class="text-subtle">Coder (Claude) → OpenSCAD</span>
</div>
<div class="flex items-center gap-3">
<span class="flex-shrink-0 w-8 h-8 rounded-full bg-[color:var(--steel-700)] flex items-center justify-center text-white font-semibold">4</span>
<span class="text-subtle">Validator (WASM) → 3D Model</span>
</div>
</div>
</div>
</div>
<div class="space-y-6">
<h2 class="section-heading text-3xl">Reliable Code Generation</h2>
<p class="text-subtle max-w-3xl">Built-in validation and error handling ensure your models are printable and geometrically sound.</p>
<div class="grid gap-6 md:grid-cols-2 lg:grid-cols-3">
<div class="card-glass p-6 space-y-3">
<h3 class="text-xl font-semibold text-[color:var(--white)]">Closed-Loop Validation</h3>
<p class="text-sm text-subtle">3-attempt retry system with escalating guidance ensures successful generation.</p>
</div>
<div class="card-glass p-6 space-y-3">
<h3 class="text-xl font-semibold text-[color:var(--white)]">Error Categorization</h3>
<p class="text-sm text-subtle">Parses errors into 7 categories with suggested fixes for quick resolution.</p>
</div>
<div class="card-glass p-6 space-y-3">
<h3 class="text-xl font-semibold text-[color:var(--white)]">Pitfall Database</h3>
<p class="text-sm text-subtle">12 common OpenSCAD mistakes documented with bad/good examples.</p>
</div>
<div class="card-glass p-6 space-y-3">
<h3 class="text-xl font-semibold text-[color:var(--white)]">Auto-Preprocessing</h3>
<p class="text-sm text-subtle">Automatically injects epsilon and $fn parameters if missing.</p>
</div>
<div class="card-glass p-6 space-y-3">
<h3 class="text-xl font-semibold text-[color:var(--white)]">Manifold Checking</h3>
<p class="text-sm text-subtle">Detects open edges and non-manifold geometry before export.</p>
</div>
<div class="card-glass p-6 space-y-3">
<h3 class="text-xl font-semibold text-[color:var(--white)]">Teaching Mode</h3>
<p class="text-sm text-subtle">Educational comments explain OpenSCAD concepts in generated code.</p>
</div>
</div>
</div>
<div class="space-y-6">
<h2 class="section-heading text-3xl">Pricing Plans</h2>
<div class="grid gap-6 md:grid-cols-3">
<div class="card-glass p-6 space-y-4">
<div class="space-y-2">
<h3 class="text-xl font-semibold text-[color:var(--white)]">Free</h3>
<p class="text-3xl font-bold text-[color:var(--white)]">$0<span class="text-base font-normal text-subtle">/month</span></p>
</div>
<ul class="space-y-2 text-sm text-subtle">
<li class="flex gap-2"><span class="text-[color:var(--ceradon-blue)]">✓</span> 5 generations/month</li>
<li class="flex gap-2"><span class="text-[color:var(--ceradon-blue)]">✓</span> Basic templates</li>
<li class="flex gap-2"><span class="text-[color:var(--ceradon-blue)]">✓</span> OpenSCAD export</li>
</ul>
<a href="https://polygen.ceradonsystems.com" target="_blank" rel="noopener noreferrer" class="btn btn-secondary w-full text-sm uppercase tracking-wide">Get Started</a>
</div>
<div class="card-glass p-6 space-y-4 border-2 border-[color:var(--ceradon-blue)]">
<div class="space-y-2">
<div class="flex items-center gap-2">
<h3 class="text-xl font-semibold text-[color:var(--white)]">Pro</h3>
<span class="badge">Popular</span>
</div>
<p class="text-3xl font-bold text-[color:var(--white)]">$19<span class="text-base font-normal text-subtle">/month</span></p>
</div>
<ul class="space-y-2 text-sm text-subtle">
<li class="flex gap-2"><span class="text-[color:var(--ceradon-blue)]">✓</span> 100 generations/month</li>
<li class="flex gap-2"><span class="text-[color:var(--ceradon-blue)]">✓</span> All templates</li>
<li class="flex gap-2"><span class="text-[color:var(--ceradon-blue)]">✓</span> STL export</li>
<li class="flex gap-2"><span class="text-[color:var(--ceradon-blue)]">✓</span> 3D preview</li>
<li class="flex gap-2"><span class="text-[color:var(--ceradon-blue)]">✓</span> Priority support</li>
</ul>
<a href="https://polygen.ceradonsystems.com" target="_blank" rel="noopener noreferrer" class="btn btn-primary w-full text-sm uppercase tracking-wide">Subscribe</a>
</div>
<div class="card-glass p-6 space-y-4">
<div class="space-y-2">
<h3 class="text-xl font-semibold text-[color:var(--white)]">Enterprise</h3>
<p class="text-3xl font-bold text-[color:var(--white)]">$99<span class="text-base font-normal text-subtle">/month</span></p>
</div>
<ul class="space-y-2 text-sm text-subtle">
<li class="flex gap-2"><span class="text-[color:var(--ceradon-blue)]">✓</span> Unlimited generations</li>
<li class="flex gap-2"><span class="text-[color:var(--ceradon-blue)]">✓</span> API access</li>
<li class="flex gap-2"><span class="text-[color:var(--ceradon-blue)]">✓</span> Team features</li>
<li class="flex gap-2"><span class="text-[color:var(--ceradon-blue)]">✓</span> Custom integrations</li>
</ul>
<a href="contact.html" class="btn btn-secondary w-full text-sm uppercase tracking-wide">Contact Sales</a>
</div>
</div>
</div>
<div class="space-y-6">
<h2 class="section-heading text-3xl">Tech Stack</h2>
<div class="overflow-x-auto">
<table class="table-dark text-sm">
<thead>
<tr>
<th scope="col">Layer</th>
<th scope="col">Technology</th>
</tr>
</thead>
<tbody>
<tr>
<th scope="row">Frontend</th>
<td>React 19 + TypeScript + Vite 6 + Tailwind CSS</td>
</tr>
<tr>
<th scope="row">3D Rendering</th>
<td>Three.js + OpenSCAD WASM</td>
</tr>
<tr>
<th scope="row">AI Pipeline</th>
<td>Google Gemini (Planner) + Anthropic Claude (Coder)</td>
</tr>
<tr>
<th scope="row">Auth</th>
<td>Supabase Auth with Google OAuth</td>
</tr>
<tr>
<th scope="row">Payments</th>
<td>Stripe Subscriptions</td>
</tr>
<tr>
<th scope="row">Hosting</th>
<td>Vercel Edge Functions</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="flex flex-col gap-4 sm:flex-row sm:items-center sm:justify-between card-glass p-6">
<div>
<h3 class="text-2xl font-semibold text-[color:var(--white)]">Ready to turn ideas into printable models?</h3>
<p class="text-sm text-subtle">Start generating 3D models from text descriptions today.</p>
</div>
<div class="flex flex-col sm:flex-row gap-3">
<a href="https://polygen.ceradonsystems.com" target="_blank" rel="noopener noreferrer" class="btn btn-primary text-sm uppercase tracking-wide">Launch PolyGen</a>
</div>
</div>
</section>
</main>
<footer class="border-t border-[color:var(--steel-700)] bg-[color:var(--steel-900)/80]">
<div class="mx-auto max-w-7xl px-4 py-12 space-y-10">
<div class="flex flex-col gap-6 md:flex-row md:items-center md:justify-between">
<div class="flex items-center gap-4">
<img src="./assets/Emblem.webp" alt="Ceradon Systems" class="h-12 w-12 image-surface" loading="lazy" width="558" height="558" />
<div>
<p class="font-semibold text-[color:var(--white)]">Ceradon Systems</p>
<p class="text-sm text-subtle">Passive RF sensing & readiness assurance.</p>
</div>
</div>
<div class="flex flex-wrap gap-4 items-center text-sm text-subtle">
<a href="mailto:contact@ceradonsystems.com" class="hover:text-[color:var(--white)]">contact@ceradonsystems.com</a>
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<p>Architect is maintained as an open-source project by Ceradon Systems.</p>
<p>Ceradon Systems, LLC (Utah) · CAGE 179U9 · UEI UZA9PFJ9RDL6 · Active in SAM.gov through Dec 5, 2026.</p>
<p>Socio-economic status: SDVOSB · VOSB.</p>
<p>NAICS: 541715, 541330 · PSC: K058, AJ11.</p>
<p>Not affiliated with or endorsed by the U.S. Government or Department of Defense.</p>
<p>© <span data-year></span> Ceradon Systems. All rights reserved.</p>
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