A toolkit for deploying and running AI workloads on edge computing environment, prevalent in manufacturing facilities, using a Cloud/Edge architecture. i4QEW provides interfaces and capabilities for running different workloads on different industrial devices, efficiently on the edge, including placement and deployment services.