Hundred: Automated inspection for precision hardware parts
Catch sub-100μm visual defects before parts reach the assembly line
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YC · launched Nov 3, 2026 · 8 upvotes (top 43%) · 0 views
Niche: computer vision software and models · 225 launches, 14 in the last 7 days ▼ -22% · Explore this niche →
Category and tags
- Manufacturing
- Hardware & robotics
- B2B
- AI-native
- Commercial product
- Hard Tech
- Hardware
- Machine Learning
- Computer Vision
- Industrial
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More like this: all 225 launches in computer vision software and models →
Could you build this?
No Detecting sub-100μm defects on precision hardware requires custom imaging rigs, lighting and optics, plus defect-detection models trained on proprietary labeled factory data. Vibe coding can produce the dashboard but not the sensing or accuracy.
What it would actually take: A real version needs industrial camera and lighting hardware matched to the part geometry, a calibrated capture pipeline, and a labeled defect dataset collected from real production lines. The models would be custom computer-vision networks (CNNs or vision transformers) trained and validated with machine-vision engineers, with edge inference on the factory floor and integration into MES/QA systems. The hard parts are the hardware, the data and the validation against false positives.
Competitors
Other products that read as similar to this one : 1823 launches clear the similarity bar, closest 8 shown.
Attention rank: #810 of 1824 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 370 days after the earliest competitor.
- An LLM-Powered Tool to Catch PCB Schematic Mistakes · hn · 2025-11-28 · 55 upvotes · similarity 0.65
- Prototyping.io - Autonomous Manufacturing for Mechanical Parts · yc · 2026-05-07 · 16 upvotes · similarity 0.62
- Kaktus · ph · 2026-10-26 · 2 upvotes · similarity 0.60
- 3d-print-rig · github · 2026-10-01 · 13 upvotes · similarity 0.59
- Aerogen Systems: Building Chip Fabs Without Cleanrooms · yc · 2026-08-18 · 17 upvotes · similarity 0.58
- Semiconductor_Manufacturing_Introduction · github · 2026-10-11 · 873 upvotes · similarity 0.57
- Traces · hn · 2026-06-25 · 5 upvotes · similarity 0.56
- Resin - Codex for electronics · yc · 2026-10-07 · 2 upvotes · similarity 0.56
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