
AI Vision Leader in Manufacturing
AI Machine Vision Systems for Manufacturing
AI machine vision systems for connector manufacturing, semiconductor manufacturing, packaging manufacturing, automotive manufacturing, pharmaceutical manufacturing, aerospace manufacturing, renewable energy manufacturing, food manufacturing, and textile manufacturing.
Deploy powerful automated inspection in days with Gen AI. Our vision systems ensure flawless quality control and find defects others miss.
Our Products
AI vision systems (software pre-loaded)
Additional AI Software Tools
The Overview Difference
Built to Deploy Fast. Built for Zero Missed Defects.
Highest Accuracy AI Models
Vision transformer-based models deliver superior accuracy with less training data.
NVIDIA GPU in Every Smart Camera
On-device AI training and inference with no external compute needed.
100% Edge, Zero Cloud
Your production data never leaves the factory floor.
No Software to Download
Configure everything locally from your browser. Each camera is a local networked device.
Open Platform - Every PLC, Every Protocol
200K+ Production Images On-Device
Faster root cause analysis and model retraining with minimal downtime.
Trusted by manufacturing industry leaders
What do you need to inspect?
These are just a few of the applications we support. Explore more possibilities, or talk through your parts with a vision engineer.
In the Press
All coverage
ForbesWhere AI Adds Value: SKF Uses AI For Smart Product Defect Detection
Metrologyand Quality NewsOverview Unveils Generative AI Studio to Accelerate AI Vision Training
THEFABRICATORHow AI and Physical Robotics Are Accelerating Automation in Manufacturing
VISIONSYSTEMS DESIGNOverview AI Extends Its Smart Camera Line with OVX
Inside Real Manufacturing Inspections
Proven on Your Toughest Applications
From micro defects to fast-moving production lines with variable conditions, deep learning vision adapts where rule-based systems fail.
- Detects micron-level defects traditional vision systems miss
- Adapts to variable lighting, part positioning, and environmental changes
- Operates on reflective surfaces, variable placement, and complex geometries
- Handles multiple defect types: scratches, cracks, porosity, misalignment


Transmission bores: debris localized
The red mask marks foreign material inside the groove.
Transmission bores

Fast Implementation, Faster Payback
Deploy production systems in hours. Train models in minutes. Achieve ROI in weeks, not quarters.
Rapid Training
Train production-grade models in under one hour with as few as five images.Smart Augmentation
Advanced data augmentation reduces sample requirements by 10x.Quick ROI
Typical payback in 3-6 months with up to 75% cost reduction.Your System, Your Control
Edge computing runs deep learning inference directly on camera hardware for real-time processing, complete data sovereignty, and zero vendor dependency.


Built for Your Team to Run
Manufacturing engineers configure systems. Operators execute inspections. No computer vision specialists required.
Adapts As Your Production Evolves
Haystack visualization exposes model uncertainty. Teams retrain and adapt models in minutes with no vendor dependency for continuous improvement.

Your Success Partner, Not Just a Vendor
Work with our engineers from your first inspection setup through operator training and ongoing optimization.
Deployment, training and ongoing support
On-site deployment by engineers with manufacturing inspection expertise
Hands-on training for operators, engineers, and management
Ongoing partnership for optimization and technical support



A suite of powerful AI tools ships with every OV camera
No extra cost, no extra setup. Use generative AI to build, train, and deploy your vision system in days, not months.
OV Auto-Defect Creator Studio
Generate thousands of synthetic defect images to train your AI model in hours. No real defect samples needed.
OV Auto-Integration Builder
Describe your factory setup in plain language. AI auto-generates your full integration flow: PLC, ERP, SCADA, and more.

Customer Stories
What Our Customers Say
Trusted by leading manufacturers worldwide for mission-critical quality inspection
Ready to Transform Your Production?
Join manufacturers worldwide using Overview AI vision systems
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