Optimizing AI applications for the Internet of Things (IoT) requires a federated environment that distributes algorithmic capabilities for execution at network endpoints, also known as “edges.” This Wikibon Premium research note will examine how organizations are federating the development, deployment, training, and administration of AI algorithms and data to the edge of their IoTs.