https://gomicro.ai/how-it-works/

1<!DOCTYPE html><html lang="en"><head><meta charSet="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="preload" as="image" href="/__l5e/assets-v1/2d4514f2-635a-47e5-a6eb-9453fc4097e1/logo.png"/><link rel="preload" as="image" href="/__l5e/assets-v1/878ce3d9-c1c6-4088-a14a-57620f388fb0/nvidia-inception-v3.png"/><link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=Source+Serif+4:opsz,[email protected],400;8..60,500;8..60,600;8..60,700&amp;family=Inter:wght@400;500;600;700&amp;display=swap" data-precedence="default"/><link rel="stylesheet" href="/assets/styles-CU3U_J7P.css" data-precedence="default"/><title>How it works · GoMicro Quality Intelligence</title><meta name="author" content="GoMicro"/><meta property="og:site_name" content="GoMicro"/><meta name="description" content="Place, capture, infer, classify, record. Five steps to a defensible QC record on every shipment."/><meta property="og:title" content="How it works · GoMicro Quality Intelligence"/><meta property="og:description" content="Five-step Exceed workflow, hardware breakdown, the diffuser advantage, four-step calibration with QC sign-off."/><meta property="og:url" content="https://project--a1605a89-f428-4183-8ecf-fcb1ae0b97a4.lovable.app/how-it-works"/><meta property="og:type" content="website"/><meta property="og:image" content="https://project--a1605a89-f428-4183-8ecf-fcb1ae0b97a4.lovable.app/__l5e/assets-v1/8d4d0266-eb1e-4155-8ab6-434374e6bd97/og-default.webp"/><link rel="modulepreload" href="/assets/index-4VVr-86c.js"/><link rel="modulepreload" href="/assets/how-it-works-De8NcP79.js"/><link rel="modulepreload" href="/assets/SiteLayout-OvrRUzfK.js"/><link rel="icon" type="image/png" href="/favicon.png"/><link rel="apple-touch-icon" href="/apple-touch-icon.png"/><link rel="preconnect" href="https://fonts.googleapis.com"/><link rel="preconnect" href="https://fonts.gstatic.com" crossorigin="anonymous"/></head><body><!--$--><div class="flex min-h-screen flex-col bg-cream text-ink"><header class="sticky top-0 z-40 bg-teal text-cream border-b border-white/10"><div class="mx-auto flex h-16 max-w-7xl items-center justify-between px-5 lg:px-8"><a href="/" class="flex items-center gap-2.5"><img src="/__l5e/assets-v1/2d4514f2-635a-47e5-a6eb-9453fc4097e1/logo.png" alt="GoMicro" class="h-9 w-9 rounded-full"/><span class="font-serif text-lg font-semibold tracking-tight">GoMicro</span></a><nav class="hidden items-center gap-8 md:flex"><a href="/gomicro-exceed" class="text-sm font-medium text-cream/85 transition-colors hover:text-[#F2C94C] [&amp;.active]:text-[#F2C94C] [&amp;.active]:border-b-2 [&amp;.active]:border-[#F2C94C] [&amp;.active]:pb-1">GoMicro Exceed</a><a class="text-sm font-medium text-cream/85 transition-colors hover:text-[#F2C94C] [&amp;.active]:text-[#F2C94C] [&amp;.active]:border-b-2 [&amp;.active]:border-[#F2C94C] [&amp;.active]:pb-1 active" href="/how-it-works" data-status="active" aria-current="page">How it works</a><a href="/insights" class="text-sm font-medium text-cream/85 transition-colors hover:text-[#F2C94C] [&amp;.active]:text-[#F2C94C] [&amp;.active]:border-b-2 [&amp;.active]:border-[#F2C94C] [&amp;.active]:pb-1">Insights</a><a href="/customers" class="text-sm font-medium text-cream/85 transition-colors hover:text-[#F2C94C] [&amp;.active]:text-[#F2C94C] [&amp;.active]:border-b-2 [&amp;.active]:border-[#F2C94C] [&amp;.active]:pb-1">Customers</a><a href="/calculator" class="text-sm font-medium text-cream/85 transition-colors hover:text-[#F2C94C] [&amp;.active]:text-[#F2C94C] [&amp;.active]:border-b-2 [&amp;.active]:border-[#F2C94C] [&amp;.active]:pb-1">Calculator</a><a href="/team" class="text-sm font-medium text-cream/85 transition-colors hover:text-[#F2C94C] [&amp;.active]:text-[#F2C94C] [&amp;.active]:border-b-2 [&amp;.active]:border-[#F2C94C] [&amp;.active]:pb-1">Team</a></nav><div class="flex items-center gap-3"><a href="https://calendar.app.google/ooxqk8EX4MaW7U9P7" target="_blank" rel="noopener noreferrer" class="gold-accent-bg rounded-full px-4 py-2 text-sm font-semibold text-teal transition-opacity hover:opacity-90">

1Book a Demo</a><button class="inline-flex h-10 w-10 items-center justify-center rounded-md text-cream hover:bg-white/10 md:hidden" aria-label="Open menu" type="button" aria-haspopup="dialog" aria-expanded="false" data-state="closed"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-menu h-6 w-6" aria-hidden="true"><path d="M4 5h16"></path><path d="M4 12h16"></path><path d="M4 19h16"></path></svg></button></div></div></header><main class="flex-1"><section class="bg-teal text-cream"><div class="mx-auto max-w-7xl px-5 pt-20 pb-6 lg:px-8 lg:pt-28 lg:pb-8"><p class="eyebrow">How it works</p><h1 class="hero-headline mt-5 text-cream">One click. One record you can<!-- --> <span class="gold-accent">defend.</span></h1><p class="mt-5 font-serif text-xl text-cream/90 lg:text-2xl">From sample to signed record in seconds.</p><p class="mt-5 max-w-2xl text-base leading-relaxed text-cream/80 lg:text-lg">The Exceed workflow is short on purpose. The hard work, calibration and QC sign-off, happens upfront, so day-to-day operation is one button.</p></div></section><section class="bg-cream"><div class="mx-auto max-w-7xl px-5 py-20 lg:px-8 lg:py-24"><div class="max-w-3xl"><p class="eyebrow">The flow</p><h2 class="section-heading mt-3 text-teal">Five steps.<!-- --> <span class="text-gold">30 seconds.</span></h2></div><div class="mt-12 grid gap-5 sm:grid-cols-2 lg:grid-cols-5"><div class="rounded-2xl bg-white p-6 ring-1 ring-line"><p class="mono-data text-xs text-gold">01</p><p class="mt-3 font-serif text-xl font-semibold text-teal">Place</p><p class="mt-2 text-sm text-med">Drop a sample on the tray, close the lid.</p></div><div class="rounded-2xl bg-white p-6 ring-1 ring-line"><p class="mono-data text-xs text-gold">02</p><p class="mt-3 font-serif text-xl font-semibold text-teal">Capture</p><p class="mt-2 text-sm text-med">The diffuser delivers identical light, every time.</p></div><div class="rounded-2xl bg-white p-6 ring-1 ring-line"><p class="mono-data text-xs text-gold">03</p><p class="mt-3 font-serif text-xl font-semibold text-teal">Infer</p><p class="mt-2 text-sm text-med">On-device AI scores each unit against the trained model.</p></div><div class="rounded-2xl bg-white p-6 ring-1 ring-line"><p class="mono-data text-xs text-gold">04</p><p class="mt-3 font-serif text-xl font-semibold text-teal">Classify</p><p class="mt-2 text-sm text-med">Defect classes, counts, size bands, all in seconds.</p></div><div class="rounded-2xl bg-white p-6 ring-1 ring-line"><p class="mono-data text-xs text-gold">05</p><p class="mt-3 font-serif text-xl font-semibold text-teal">Record</p><p class="mt-2 text-sm text-med">A defensible record lands in the dashboard, PDF, JSON, CSV, MP4.</p></div></div></div></section><section class="bg-white"><div class="mx-auto max-w-7xl px-5 py-20 lg:px-8 lg:py-24"><div class="grid gap-12 lg:grid-cols-2 lg:items-center"><div><p class="eyebrow">THE HARDWARE</p><h2 class="section-heading mt-3 text-teal">Built for precision AI <span class="text-gold">assessment.</span></h2><p class="mt-5 text-med lg:text-lg">Exceed is designed for lab-quality assessment under controlled conditions, producing precise, reliable detection of the subtle defects that are hard to catch by eye.</p><dl class="mt-8 grid grid-cols-2 gap-x-8 gap-y-5"><div><dt class="eyebrow">Light</dt><dd class="mt-2 font-serif text-base text-ink">Patented uniform diffuser</dd></div><div><dt class="eyebrow">Optics</dt><dd class="mt-2 font-serif text-base text-ink">Calibrated to crop scale</dd></div><div><dt class="eyebrow">Compute</dt><dd class="mt-2 font-serif text-base text-ink">On-device Nvidia Jetson</dd></div><div><dt class="eyebrow">Display</dt><dd class="mt-2 font-serif text-base text-ink">Integrated touchscreen, USB/HDMI</dd></div><div><dt class="eyebrow">Connectivity</dt><dd class="mt-2 font-serif text-base text-ink">Ethernet, optional WiFi</dd></div><div><dt class="eyebrow">Inference</dt><dd class="mt-2 font-serif text-base text-ink">On-device, no cloud</dd></div></dl></div><div class="rounded-2xl bg-teal p-8 text-cream lg:p-10"><p class="eyebrow">The GoMicro advantage</p><p class="mt-3 font-serif text-5xl font-bold gold-accent lg:text-6xl">

1~100×</p><p class="mt-3 font-serif text-xl text-cream">less training data than open-air capture.</p><p class="mt-4 text-sm text-cream/80">GoMicro pairs a patented imaging solution with generative AI for synthetic training data. The imaging solution, with the uniform light diffuser at its core, holds every capture to the same conditions, so the model learns the crop, not the room. Generative AI then produces synthetic training data, so each model is built from a small, representative sample rather than the tens of thousands of real images traditional systems need.</p><div class="mt-8 border-t border-white/15 pt-6"><p class="eyebrow !text-cream/60">Backed by</p><p class="mt-2 text-sm">A patented uniform light diffuser, the foundational IP of GoMicro.</p></div><div class="mt-6 border-t border-white/15 pt-6"><p class="eyebrow !text-cream/60">Plus</p><p class="mt-2 text-sm">A new crop or defect class goes live in weeks, not months. Calibration runs 2 to 4 weeks, validated against your QC officer and signed off before release.</p></div></div></div></div></section><section class="bg-cream"><div class="mx-auto max-w-7xl px-5 py-20 lg:px-8 lg:py-24"><div class="max-w-3xl"><p class="eyebrow">Calibration</p><h2 class="section-heading mt-3 text-teal">Four steps. One QC officer<!-- --> <span class="text-gold">sign-off.</span></h2><p class="mt-4 text-base text-med lg:text-lg">No model goes live without the customer&#x27;s QC officer signing off, in writing. That rule sits at the centre of how Exceed gets deployed.</p></div><div class="mt-12 grid gap-5 md:grid-cols-2 lg:grid-cols-4"><div class="gold-card"><p class="mono-data text-xs text-gold">01</p><p class="mt-3 font-serif text-xl font-semibold text-teal">Sample</p><p class="mt-2 text-sm text-med">Customer supplies a representative sample of their crop, in spec and out of spec.</p></div><div class="gold-card"><p class="mono-data text-xs text-gold">02</p><p class="mt-3 font-serif text-xl font-semibold text-teal">Train</p><p class="mt-2 text-sm text-med">GoMicro trains the model on the customer&#x27;s specific quality definitions.</p></div><div class="gold-card"><p class="mono-data text-xs text-gold">03</p><p class="mt-3 font-serif text-xl font-semibold text-teal">Review</p><p class="mt-2 text-sm text-med">QC officer reviews model calls against their own assessment, side by side.</p></div><div class="gold-card"><p class="mono-data text-xs text-gold">04</p><p class="mt-3 font-serif text-xl font-semibold text-teal">Sign off</p><p class="mt-2 text-sm text-med">Model only goes live once the QC officer signs off, in writing.</p></div></div></div></section><section class="bg-white"><div class="mx-auto max-w-7xl px-5 py-20 lg:px-8 lg:py-24"><div class="max-w-3xl"><p class="eyebrow">The record</p><h2 class="section-heading mt-3 text-teal">Four outputs. One source of<!-- --> <span class="text-gold">truth.</span></h2><p class="mt-4 text-base text-med lg:text-lg">Every assessment produces the same four artifacts. Hand a buyer the PDF, hand finance the CSV, hand IT the JSON, hand the auditor the MP4.</p></div><div class="mt-12 grid gap-5 md:grid-cols-2 lg:grid-cols-4"><div class="rounded-2xl border border-line bg-cream-50 p-7"><p class="mono-data text-2xl font-semibold text-teal">PDF</p><p class="mt-3 text-sm text-med">Branded report, ready to hand to a buyer or auditor.</p></div><div class="rounded-2xl border border-line bg-cream-50 p-7"><p class="mono-data text-2xl font-semibold text-teal">JSON</p><p class="mt-3 text-sm text-med">Structured data for your ERP, LIMS or BI stack.</p></div><div class="rounded-2xl border border-line bg-cream-50 p-7"><p class="mono-data text-2xl font-semibold text-teal">CSV</p><p class="mt-3 text-sm text-med">Long-format records, one row per unit.</p></div><div class="rounded-2xl border border-line bg-cream-50 p-7"><p class="mono-data text-2xl font-semibold text-teal">MP4</p><p class="mt-3 text-sm text-med">Video capture of the assessment, for dispute resolution.</p></div></div><div class="mt-14 grid gap-5 lg:grid-cols-2"><div class="overflow-hidden rounded-2xl ring-1 ring-line"><img src="/__l5e/assets-v1/4f8827d1-52fe-495e-8f52-6480b83f0e2a/spinach-qc-report.webp" alt="Sample spinach QC report" loading="lazy" decoding="async" class="w-full"/></div><div class="overflow-hidden rounded-2xl ring-1 ring-line"><img src="/__l5e/assets-v1/985bea9f-ae62-436a-b1ae-eb5aae7dfa6c/strawberry-qc-report.webp" alt="Sample strawberry QC report" loading="lazy" decoding="async" class="w-full"/></div></div></div></section></main><footer class="bg-teal-deep text-cream/80"><div class="mx-auto grid max-w-7xl gap-10 px-5 py-14 lg:grid-cols-4 lg:px-8"><div class="lg:col-span-2"><div class="flex items-center gap-2.5"><img src="/__l5e/assets-v1/2d4514f2-635a-47e5-a6eb-9453fc4097e1/logo.png" alt="GoMicro" class="h-14 w-14 roun

1ded-full"/><span class="font-serif text-2xl font-semibold text-cream">GoMicro</span></div><p class="mt-4 max-w-md text-sm leading-relaxed">Quality Intelligence for fresh produce. Dedicated AI hardware, hand-assembled in Adelaide.</p><div class="mt-4 inline-block rounded-[10px] bg-white p-2 shadow-[0_4px_14px_rgba(0,0,0,0.25)]"><img src="/__l5e/assets-v1/878ce3d9-c1c6-4088-a14a-57620f388fb0/nvidia-inception-v3.png" alt="NVIDIA Inception Program member" class="block h-[78px] w-auto"/></div></div><div><p class="eyebrow !text-cream/60">Explore</p><ul class="mt-4 space-y-2 text-sm"><li><a href="/gomicro-exceed" class="hover:text-gold">GoMicro Exceed</a></li><li><a class="hover:text-gold active" href="/how-it-works" data-status="active" aria-current="page">How it works</a></li><li><a href="/ai-qc-models" class="hover:text-gold">AI QC Models</a></li><li><a href="/insights" class="hover:text-gold">Insights</a></li><li><a href="/customers" class="hover:text-gold">Customers</a></li><li><a href="/calculator" class="hover:text-gold">Calculator</a></li><li><a href="/team" class="hover:text-gold">Team</a></li></ul></div><div><p class="eyebrow !text-cream/60">Contact</p><ul class="mt-4 space-y-2 text-sm"><li>Adelaide, South Australia</li><li><a href="mailto:[email protected]" class="hover:text-gold">[email protected]</a></li><li><a href="https://calendar.app.google/ooxqk8EX4MaW7U9P7" target="_blank" rel="noopener noreferrer" class="hover:text-gold">Book a Demo</a></li></ul></div></div><div class="border-t border-white/10"><div class="mx-auto flex max-w-7xl flex-col items-start justify-between gap-2 px-5 py-5 text-xs text-cream/55 lg:flex-row lg:items-center lg:px-8"><p>© <!-- -->2026<!-- --> GoMicro Pty Ltd · Quality Intelligence for Fresh Produce.</p><p>Hand-assembled in Adelaide, Australia.</p></div></div></footer></div>

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