High speed, high resolution, high flexibility. The In-Sight® 3800 has it all.
This advanced vision system provides a powerful, yet easy-to-use, solution for automated inspections. Embedded with a full set of robust rule-based tools and innovative edge learning technology, In-Sight 3800 solves a range of manufacturing applications, from defect detection and assembly verification to character reading and more.

• Run more inspections in less time.
• Improve the accuracy of your results.
• Seamlessly scale your solution.

High-Speed AI Vision, without Compromise

Built on a new generation of Cognex embedded AI vision technology and powered by Qualcomm Dragonwing™ platforms, the In-Sight 3900 is a fully integrated vision system that delivers industry-leading speed, accuracy, and resolution at the edge, enabling manufacturers to run demanding inspections without sacrificing throughput or simplicity.

The In-Sight 3900 eliminates the traditional tradeoff between inspection depth and line speed that legacy vision systems impose. By combining Cognex-developed Edge AI, Advanced AI, and rule-based vision tools with a high-performance embedded compute, the system enables deterministic, real‑time inspections at full line speed, supporting next‑generation packaging, automotive, electronics, and consumer goods applications.

Key Capabilities

• 4X Faster Processing at Scale: Runs inspections up to 4X faster than previous‑generation Cognex vision systems—maximizing line rates and eliminating bottlenecks in high‑volume production.
• High-Resolution Imaging Up to 25 MP: Supports resolutions up to 25 megapixels for wider fields of view, finer measurements, and improved defect detection, all within a single acquisition.
• Real-Time, High-Throughput Edge Execution: Embedded AI acceleration and optimized processing pipelines enable deterministic, real-time inspection synchronized with high-speed production lines.
• Industrial-Grade Connectivity: Dual Ethernet architecture ensures reliable communication with PLCs, robots, and enterprise systems.

Automate advanced inspections with the Cognex In-Sight 6900, a modular, high-performance AI vision controller built for demanding industrial operations. Configurable hardware and GPU-accelerated processing support application-specific setups and complex inspection workflows, so you can meet a range of requirements and adapt as needs evolve.

The In-Sight Vision Controller introduces Cognex’s most advanced AI tool modes to date, purpose-built for challenging inspections, capable of handling parts of varying sizes, detecting highly variable defects, and delivering consistent results even in dynamic and unpredictable production environments.

Key capabilities include: 

• Modular Vision Architecture: Support for interchangeable cameras, lenses, and industrial lighting enables precise system configuration, including Cognex’s lenses, optics, cameras, and accessories (LOCA) portfolio.
• Few Sample Classification: Transformer-based classification models requiring as few as 10–20 training images, reducing data collection time and accelerating deployment.
• Robust Segmentation: Pixel-level segmentation that isolates critical features, delivering reliable analysis on challenging surfaces.
• Powered by NVIDIA Jetson: By incorporating the NVIDIA Jetson module, the In-Sight Vision Controller transforms from a traditional image processor into a high-performance AI engine capable of executing sophisticated neural networks directly at the edge.

Performance Highlights

• Parallel Processing for Complex Inspections: Up to 157 TOPS of AI performance allows multiple high-resolution AI models to run simultaneously.
• Real-Time Inference: Optimized NVIDIA TensorRT integration helps ensure AI decision-making stays synchronized with the microsecond-level timing of high-speed production lines.