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Automation kept factories alive in the 20th century—AI will decide who survives the 21st.

But most factories never get past the pilot. Why? Because AI requires mountains of labeled data and constant tuning.

Without a breakthrough in speed and autonomy, AI is just another science project.

Edge AI

Introducing VisionStream

Meet VisionStream, AI that watches your line, learns what "good" looks like, and catches up to 99.9% of defects—in under 60 seconds. No image labeling, line stoppage, or vision experts required.

Running on the edge, VisionStream is fully autonomous, accurate, and always on.

01
Live Capture

Cameras capture production parts, not staged defects

02
Auto-Training

Edge controllers build AI models in under 60 seconds

03
Detection

Models predict with up to 99.9% accuracy at 1,000 ppm

04
Supervision

Operators review edge cases and guide AI evolution

End-to-end

The Complete Factory AI Stack

Hardware, software, and services—designed 
to plug into your factory, fast.

Machine Vision System

Industrial lighting, cameras, and controllers that inspect at 1,000+ parts per minute.

VisionStream

Self-training AI that detects defects in seconds, without setup, rules, or tuning.

QualityOS

Cloud platform for traceability, analytics, and operational improvement.

Integrations

Compatible with existing cameras, PLCs, SCADA, OT, MES, ERP, and BI systems.

Services

Certified partners for installation, monitoring, and ongoing optimization.

1,000,029,378

parts inspected annually for Fortune 500 manufacturers (and counting)

AI Vision vs. Yogurt:
A Battle for Flawless Packaging

High-Mix Manufacturing
Meets AI Inspection

Teaching Old Cameras
New Tricks

Vision Tools

Inspect Everything

Advanced inspection for any part,
any line, and any industry.

Adaptable

For Every Industry

Manufacturers using QualityOS cut escapes by 95%, reduce manual inspection, and unlock operational insights—on day one.

Food & Beverage
Automotive
Paper & Pulp
Consumer Packaged Goods
Industrial & Construction