Hi omarhaneef, We don't intend to compete with Tensorflow, PyTorch, SKLearn. What we offer is a way to iterate and productionize your models written using any of the aforementioned libraries (and more). https://docs.metaflow.org/introduction/what-is-metaflow contains further elaboration of our philosophy. Auto-scaling infrastructure is one piece of the puzzle, and Metaflow goes beyond that offering a comprehensive solution for model management.