Pachyderm is probably one of the companies you've seen in this space. Full disclosure: I'm the founder, but I feel that we've stayed pretty true to the idea of

Pachyderm is probably one of the companies you've seen in this space. Full disclosure: I'm the founder, but I feel that we've stayed pretty true to the idea of being a modular open-source tool. We have customers who just use our filesystem, and customers who just use our pipeline system, and of course many more who use both. We've also integrated best in class open-source projects, for example Kubeflow's TFJob is now the standard way of doing Tensorflow training on Pachyderm, and we're working on integrating Seldon as the serving component. We find this architecture a lot more appealing than an all-in-one web interface that you load your data into.