Complexity comes from too many
Building your own process & platform gets your first models into production, but that's where the problems begin.
It's easy to get mired in a mess of models, code, datasets, and metrics. Not to mention the infrastructure complexity of self-service Jupyter environments, clusters & pipelines. See the difference with a platform which manages the complexity
Building on top of Docker, Git and S3 gets you part of the way to a reproducible model library. But wiring up the pieces with an efficient, intuitive user experience requires time and expertise. Use the open source tools you love with our tracked workflows so you can build better models by staying focused on