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.













Deploy powerful automated inspection in days. Our vision systems ensure flawless quality control and find defects others miss.













Powering quality control at leading manufacturers worldwide




























Deploy powerful automated inspection in days. Our AI vision system delivers real-time defect detection with industry-leading accuracy.
75%
Reduction in inspection costs
50%
Reduction in rework
100%
Defect coverage
20%
Reduction in scrap
Quick and easy to setup
Catch defects others miss
On-premise deployment with zero cloud dependency. Your data never leaves your facility.
Hours to train, days to deploy. No programming required.
Edge AI processing ensures zero latency. Inspect at production speeds up to 30 FPS.
Dedicated success team and comprehensive technical support to ensure your deployment succeeds.
Real-world scenarios solved by our industrial machine vision systems.

Ensure precise part placement and alignment, even for small components.

Instantly identify cracks, porosity, and missing welds on a variety of surfaces.

Verify multiple critical checkpoints in a single scan for efficient QA.
From micro defects to fast-moving production lines with variable conditions, deep learning vision adapts where rule-based systems fail.
Deploy production systems in hours. Train models in minutes. Achieve ROI in weeks, not quarters.

Edge computing runs deep learning inference directly on camera hardware for real-time processing, complete data sovereignty, and zero vendor dependency.

Manufacturing engineers configure systems. Operators execute inspections. No computer vision specialists required.



Haystack visualization exposes model uncertainty. Teams retrain and adapt models in minutes with no vendor dependency for continuous improvement.

Our team identifies high-value inspection points and ensures production-grade performance from day one.

Trusted by leading manufacturers worldwide for mission-critical quality inspection
“I am going to use this camera instead of our in-house vision system.”
Senior Vision Engineer
Automotive OEM
Supporting manufacturers worldwide with local expertise and rapid response
Delivering precision AI vision inspection across manufacturing sectors
Everything you need to know about Overview AI vision systems
Overview AI systems achieve best-in-class accuracy on micron level defects. Our edge computing cameras use advanced deep learning models trained on your specific defects, ensuring superior detection rates while minimizing false positives. Real-world deployments consistently exceed customer accuracy requirements across automotive, pharmaceutical, and electronics manufacturing.
Deployment typically takes days, not months. Our plug-and-play cameras come with pre-configured AI models that you can fine-tune in hours with as few as five images. The browser-based interface requires no special software installation, and our team provides hands-on support throughout setup and initial training.
No. Overview AI cameras run completely on-premise with zero cloud dependency. All AI processing happens at the edge on embedded NVIDIA GPUs, ensuring your production data stays secure within your facility. This also means no latency issues, no monthly cloud fees, and no internet connectivity requirements for operation.
Our systems detect surface scratches, dents, cracks, contamination, color variation, dimensional errors, assembly defects, and virtually any visual anomaly. The OV10i excels at classification tasks, the OV20i handles complex segmentation, and the OV80i captures ultra-high-resolution details for micron level inspection. Our defect library showcases hundreds of real-world examples across industries.
Overview AI cameras support standard industrial protocols including Ethernet/IP, Profinet, Modbus TCP for direct PLC communication, as well as MQTT, OPC-UA, and HTTP for MES/SCADA integration. You can trigger inspections via digital I/O, network commands, or software triggers. Results output via TCP/IP, digital outputs, or APIs in real time.
Unlike traditional AI systems requiring thousands of images, Overview AI models can be trained with as few as five examples. Our transfer learning approach leverages pre-trained models, dramatically reducing data requirements. You can even start with good parts only for anomaly detection, then refine as you collect defect examples during production.
Still have questions?
Contact Our TeamMeeting the highest standards in security, quality, and durability
Join manufacturers worldwide using Overview AI vision systems