AI vision system inspecting manufacturing parts on production lineOV-Series smart cameras detecting defects in automotive assemblyEdge computing AI vision camera with NVIDIA GPU for quality controlMulti-camera AI inspection array monitoring production qualitySmart factory AI vision system with real-time defect detectionIndustrial AI camera performing surface inspection with LED lightingAutomated quality inspection using computer vision and deep learningManufacturing line with AI-powered vision inspection camerasPrecision defect detection system for automotive componentsRobotic arm with integrated AI vision for assembly verificationHigh-resolution camera inspecting PCB solder joints with AIBattery manufacturing quality control with laser weld inspectionMedical device inspection camera detecting microscale scratches

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

Toyota
Honda
Mitsubishi
Tyson
SpaceX
Schaeffler
Amphenol
Molex
Clorox
Toyota
Honda
Mitsubishi
Tyson
SpaceX
Schaeffler
Amphenol
Molex
Clorox
Henkel
Aisin
Milliken
Tillamook
Velcro
Winkelmann
Zipline
Parker Hannifin
Henkel
Aisin
Milliken
Tillamook
Velcro
Winkelmann
Zipline
Parker Hannifin

Transform Your Manufacturing Operations

See how Overview's AI vision platform makes your quality control more accurate and your implementation faster.

75%
reduction in
inspection costs
50%
reduction in
rework
100%
defect
coverage
20%
reduction in
scrap

Use Cases

Real-world inspection scenarios our AI solves

AI-powered assembly verification system detecting component placement, orientation, and missing parts in real-time manufacturing

Assembly Verification

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

AI vision system detecting surface defects, scratches, cracks, and cosmetic imperfections on manufactured parts at production speeds

Defect Detection

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

AI vision system performing simultaneous multi-point inspection across multiple manufacturing stations for comprehensive quality control

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.

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
Learn more about proven applications

Fast Implementation, Faster Payback

Deploy production systems in hours. Train models in minutes. Achieve ROI in weeks—not quarters.

Train production-grade models in under 1 hour with as few as 5 images
Advanced data augmentation reduces sample requirements 10x
Deploy full systems in hours with pre-configured cameras and browser-based setup
Typical payback: 3-6 months with up to 75% cost reduction vs. manual inspection
Learn more about Fast Implementation
Fast AI model training interface showing deployment workflow

Your System, Your Control

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

NVIDIA GPU on every camera delivers sub-100ms inference with no cloud dependency
100% on-premise processing keeps sensitive manufacturing data inside your facility
Browser-based configuration requires zero software installations
Complete operational independence—no internet connectivity or vendor support required
No vendor lock-in: No software licenses to expire. No subscription dependencies
Edge computing AI vision system control interface showing on-premise deployment

Built for Your Team to Run

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

Modular optical hardware with interchangeable C-mount lenses and integrated lighting
Customizable dashboards built with HTML/CSS/JavaScript—no proprietary tools
Native industrial protocols: EthernetIP, Profinet, Modbus TCP plus Node-RED
Custom Dashboard - Real-time Analytics
Node-RED Integration - Custom Logic Programming
Dashboard Example - Multi-camera Aggregation

Adapts As Your Production Evolves

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

2D feature space reveals model uncertainty and emerging defect patterns
Anomaly detection surfaces out-of-distribution defects proactively
In-system retraining completes without external dependencies
Haystack visualization showing AI model feature space and defect clustering 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.

On-site deployment by engineers with manufacturing inspection expertise
Hands-on training for operators, engineers, and management
Ongoing partnership for optimization and technical support
Overview.ai engineer providing on-site implementation support for manufacturing quality inspection

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 Team

Ready to Transform Your Production?

Join manufacturers worldwide using Overview AI vision systems

Schedule a Demo