Modzy's Approach to Processing Engines and AI Infrastructure Management

Infrastructure management is one component of managing AI for enterprise scale. Forrester has a widely used definition for ModelOps: the tools, technology, and practices that enable cross-functional AI teams to efficiently deploy, monitor, retrain, and govern AI models in production systems. Modzy uses Kubernetes to manage models, where each model is served as a microservice in a container. This paradigm allows customers to scale horizontally and provide customers with an efficient way of running many inference jobs to one, or many, models in parallel.