












AI first vision products for unmatched accuracy
Overview's AI vision systems deliver state-of-the-art accuracy, with industry leading ease-of-use and maintainability













Trusted by Top Manufacturers
Powering quality control at leading manufacturers worldwide






























Transform Your Manufacturing Operations
See how Overview's AI vision platform makes your quality control more accurate and your implementation faster.
Use Cases
Real-world inspection scenarios our AI solves

Assembly Verification
Ensure precise part placement and alignment — even for small components.

Defect Detection
Instantly identify cracks, porosity, and missing welds on varied surfaces.

Multi-point Inspection
Verify multiple critical checkpoints in one scan for efficient QA.
Interoperable and customizable to your factory
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.
Fast Implementation, Faster Payback
Deploy production systems in hours. Train models in minutes. Achieve ROI in weeks—not quarters.

Your System, Your Control
Edge computing runs deep learning inference directly on camera hardware—real-time processing, complete data sovereignty, 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—no vendor dependency for continuous improvement.

Your Success Partner, Not Just a Vendor
Our team identifies high-value inspection points and ensures production-grade performance from day one.

What Our Customers Say
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
Frequently Asked Questions
Everything you need to know about Overview.ai vision systems
How accurate are 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.
How quickly can I deploy an Overview.ai system?
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 5 images. The browser-based interface requires no special software installation, and our team provides hands-on support throughout setup and initial training.
Do I need cloud connectivity or internet access?
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.
What types of defects can Overview.ai detect?
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.
How does Overview.ai integrate with my existing systems?
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.
What kind of training data do I need?
Unlike traditional AI systems requiring thousands of images, Overview.ai models can be trained with as few as 5 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 TeamTrusted & Certified
Meeting the highest standards in security, quality, and durability
Ready to Transform Your Production?
Join manufacturers worldwide using Overview AI vision systems
Schedule a Demo