Overview

Pachyderm provides a platform for managing data versioning and automated pipelines in machine learning operations. It uses container technologies (Docker and Kubernetes) to run data pipelines, so pipelines can process data in any language or library and be deployed across cloud environments. Data and code are versioned with immutable lineage, meaning every change is tracked and can be reproduced, enabling end-to-end reproducibility even at petabyte scales. Patches and updates trigger pipelines automatically when data changes, helping teams debug and audit results. The product offers a free open-source Community Edition and a commercial Enterprise Edition with advanced security and support features. The goal is to automate the ML lifecycle with full provenance, making ML workflows reproducible, auditable, and scalable.

YC Company

Significant Headcount Growth