Serving machine learning models in production is still something that appears not to have an obvious correct solution.
We'll be supporting PMML and the like as well. The goal is to hit the simple things rather than perpetuating the latest hype like the AutoML stuff people are going on about currently. If you'd be interested, would be happy to have a conversation to go over what we're trying to do. We hope to just provide a platform neutral tool for building and deploying models similar to sagemaker (but cloud agnostic)