About Pachyderm
A data-centric platform that provides Git-like versioning for data, immutable lineage, and data-driven pipelines built on Kubernetes for reproducible data processing and ML.
Key Features
- Data versioning & immutable lineage — git-style commits and lineage for any data type.
- Data-driven pipelines — automatic triggers based on data changes and diff-based automation.
- Autoscaling & parallel processing — Kubernetes-native autoscaling and parallelism.
- Deduplication & object store integration — automatic deduplication using standard object stores.
Use Cases & Best For
Teams that require versioned, reproducible data pipelines with full data lineage.
Workflows that need scalable, container-native data processing on Kubernetes.
About MLOps & Monitoring
Model operations and lifecycle management