# Transform Your Manufacturing Operations Our AI vision systems deliver immediate operational improvements across manufacturing processes, enabling faster production speeds, zero-defect quality, and reduced operational costs. Our solutions provide unmatched accuracy with rapid deployment and comprehensive support from installation through ongoing service. ## Our Products NVIDIA-powered edge AI vision systems built for industrial-grade manufacturing inspection. ### OV10i AI Vision Sensor All-in-one smart camera for assembly verification and classification, built to deploy into production 10x faster. - **Compute:** 21 TOPS - **Resolution:** 1.6 MP - **GPU:** Xavier NX [View Specs](/content/products/ov10i/index.html) ### OV20i AI Vision Sensor All-in-one smart camera for high-accuracy visual inspection, cosmetic checks, counting, assembly verification, measurement, and more. Optimized, agentic workflows make deployment faster and easier than ever. - **Compute:** 21 TOPS - **Resolution:** 1.6 MP - **GPU:** Xavier NX [View Specs](/content/products/ov20i/index.html) ### OV80i High Performance AI Vision System State-of-the-art multi-model AI vision system built to bring the highest-accuracy inspections from NPI to mass production, fast. Supports visual inspection, cosmetic checks, counting, measurement, anomaly detection, assembly verification, and more. - **Compute:** 70 TOPS - **Resolution:** 8.3 MP - **GPU:** Orin NX [View Specs](/content/products/ov80i/index.html) ### Full Specification Comparison | Specification | OV10i Smart Camera | OV20i Smart Camera | OV80i Vision System | | --- | --- | --- | --- | | AI Performance | | | | | Capabilities | Classifier | Classifier + Segmenter | Classifier + Segmenter + OCR Best-in-class | | Defect types | Presence / good–not good / multi-class | Scratch, weld, low contrast, shiny, blob sizes | Micro-cracks, laser welds, coatings, OCR, tiny parts | | Min. detectable defect (% of FOV) | 0.5% | <0.5% | <0.1% | | AI architecture | Prop. + ViT | PAN | | | On-device training time | ~15 min | ~15 min | ~5 min | | Optics | | | | | Resolution | 1.6 MP (1408 × 1080) | 8.3 MP (3840 × 2160) | | | Shutter type | Global | Rolling | | | Sensor size | 1/2.9" | 1/1.8" | | | Lens | Built-in variable focal length — 6, 8, 12, 16, 25 mm | C-mount (customizable) | | | Lighting | Integrated LED ring | Customizable | | | Compute & Storage | | | | | GPU | NVIDIA Jetson Xavier NX — 21 TOPS | NVIDIA Jetson Orin NX — 70 TOPS | | | Storage | 256 GB SD | 256 GB NVMe SSD | | | Image capacity | ~300,000 images | ~75,000 images | | | Software & Interface | | | | | Processing architecture | Edge compute — fully on-device, no cloud dependency | | | | User interface | Browser-based — no software installation required | | | | Connectivity | | | | | Industrial protocols | Ethernet/IP · Profinet · OPC UA · Modbus | | | | Communication | HTTP · HTTPS · TCP/IP · FTP · SFTP · REST API · MQTT · WebSocket · SMS | | | | Trigger modes | PLC · Hardware · Interval · Alignment · API | | | | MES / Cloud export | CSV · JSON · XML | | | All systems ship with edge compute architecture. No cloud connectivity required for inference or training. ## 5 Factors That Set OV Apart A direct comparison against traditional machine vision systems ### NVIDIA Powered ### On-device AI Training Run large AI models and retrain on the camera in minutes — achieving unmatched accuracy and performance on even the most subtle defects ### Massive Onboard Storage 100k+ images stored directly on device. Train using JPEG for faster results with weeks of production data. ### Browser-Native Interface Zero installs required. Access every camera instantly through any browser — no license keys or dedicated PC needed. ### Haystack Discovery Find unknown defects. Surface outliers and new defect modes automatically, then retrain with real production data. ### Open Automation Platform Node-RED + Full APIs. Build custom dashboards, trigger actions, and run PLC-level logic directly on the camera. ## How We Compare Overview.ai vs. Cognex and Keyence across the metrics that matter in production | Feature | Overview.ai | Cognex | Keyence | | --- | --- | --- | --- | | GPU Horsepower | 21-70 TOPS on device | 1-4 TOPS or external PC required | 0.5-4 TOPS or external PC required | | Accuracy | Best-in-class (SOTA AI) | Medium-high | Medium | | Training Samples | Fewest required | Medium | Many required | | GenAI Tools | Yes - Built-in | No | No | | Ease of Use | No-code, browser-based | Complex setup required | Complex programming | | Software Downloads | None required | License keys + add-ons | License keys + add-ons | | Total Cost (TCO) | All-in-one, lowest TCO | Higher due to extras | Higher due to extras | ## On-Device Compute 21–70 TOPS. No Cloud Required. Industry-leading on-device AI compute — from Xavier NX to Orin NX — with a UI any operator can master - **21-70 TOPS** ### Trillions of Operations Per Second On-device AI compute: 21 TOPS (OV10i/OV20i) to 70 TOPS (OV80i) ## UI Anyone Can Master Powerful doesn't have to mean complicated. Get started in minutes, not days. - No programming required - State-of-the-art AI built-in - Train models in your browser - Intuitive drag-and-drop interface ## Built for Manufacturing Reality Enterprise-grade reliability meets factory-floor simplicity ### Edge Computing Architecture All processing happens on-device. No cloud dependencies, no network failures, no data security concerns. Just reliable performance when you need it most. - **0ms cloud latency** - Data stays on-site - Works offline ### Zero-IT Deployment Browser-based interface means no software installations, no IT tickets, no waiting. If you can use a web browser, you can deploy our system. ### Universal Connectivity Flexible I/O and native support for all major industrial protocols. Integrate seamlessly with your existing factory data streams and control systems. ## From Box to Production in Hours No IT team, no integrator, no delays — designed for the factory floor 1. Unbox & Mount - Mount the camera at your inspection point. Plug in power and Ethernet — no special tools required. 2. Train Your Model - Label 5–20 images of good and defective parts directly in your browser. No ML expertise needed. 3. Connect to Systems - Map I/O signals and configure protocol integration with your PLC, MES, or SCADA system. 4. Start Production - Real-time defect detection is live. Your line is now protected by production-grade AI vision. ## The Software Stack That Ships With Your Camera The complete AI visual inspection software suite included with every camera. Automated defect detection, machine vision model training, and zero-code PLC, MES, and SCADA integration out of the box. Deploy production-ready quality control 10x faster than traditional machine vision systems. ### Data Intelligence Search and audit every captured image in seconds, directly from your browser. ### AI Model Training Generate thousands of labeled training images from a handful of real parts. Production-ready automated defect detection in under an hour. ### Zero-Code Integration Connect to any PLC, MES, or SCADA system in hours. No programming, no consultants, no delays. ## Service That Sets Us Apart On-site deployment, operator training, and ongoing model support — from first install to continuous improvement Our team doesn't ship you a box and walk away. We deploy on-site, train your operators, and stay engaged through go-live — and beyond. From initial integration to ongoing model optimization, we work directly with your engineering and quality teams to ensure seamless adoption and measurable results. Your success is our benchmark. ## Certified for the Industries You Serve Automotive · Aerospace · Medical Device · Industrial ## Ready to Deploy? See how fast modern AI vision integrates into your production line.