High-performance optical inspection and EtherNet/IP protocol stacks, engineered for reliability under real industrial constraints.
View Services →Hardware-agnostic Python tooling for surface inspection, metrology, and deep-learning defect detection.
Rapid Python GUI development for industrial interfaces with drag-and-drop efficiency.
ODVA-aligned Adapter and Scanner stacks designed for stable long-running industrial operation.
Click any topic to expand. Engineered around your floor's real constraints, from the camera on the line to the cloud.
We integrate directly with industrial cameras already on your line, including LMI 3D scanners, Keyence, and Teledyne, through each vendor's native SDK. If you have a preferred brand, we connect to it and upgrade around it with zero disruption. If you don't, our established partnerships with Keyence and Teledyne give you discounted procurement channels and hands on help selecting and customizing the right hardware for your needs.
Full compatibility across RGB, thermal, infrared, X-ray, depth maps, and 3D point clouds. We combine traditional vision solutions with AI to maximize both efficiency and capability. We can own everything upstream, from lighting design to full system architecture, or integrate with your existing cameras to run inspection directly on the data you already have. Proven in automotive manufacturing environments.
Factory IT teams are rightly cautious about outbound cloud access. We design offline first pipelines with local database buffering on PostgreSQL or MySQL. If the network drops, inspection keeps running locally and data syncs safely back to the cloud (such as AWS S3 and RDS) once connectivity returns. Our deployments respect strict internal and external network sandboxing, production environment isolation, and data segregation, and integrate cleanly with CrowdStrike and other enterprise cybersecurity stacks.