Relimetrics provides shop floor ready AI-based quality automation solutions that enable companies to digitize their quality assurance (QA) inspections and process control in manufacturing and assembly. Relimetrics solutions are designed for high production variability manufacturing environments with real-time inspection needs , can be quickly installed on the shop floor and provide highly accurate anomaly detection. Relimetrics is an industrial-grade, flexible and scalable image inspection solution, which can be managed directly by our customers. Interface modules enable connection to any manufacturing control and resource planning system, enabling a closed loop manufacturing process to be delivered to any production facility. Relimetrics software can run both in the cloud and at the edge, have an open API enabling easy addition of new functionality, and consists of 3 modules: Training Module [aka PIXEMETRICS] enables customers to develop in-house deep learning models and extend the detection capabilities of these models to new parts and configurations. Quality Audit Module runs the deep learning models trained by PIXEMETRICS and digitizes QA inspections in-line, creating full traceability of quality across products inspected down to individual product components. Process Control Module provides real time process control feedback to improve any manufacturing process by correlating machine and process data with digitized quality data.