Pachyderm
Data-centric MLOps platform providing data versioning, pipelines, and model reproducibility
About Pachyderm
Pachyderm created open-source and enterprise software for building reproducible machine-learning data pipelines. Its platform helped data science teams version datasets, track data lineage, and run containerized processing steps so that machine-learning workflows could be repeated and audited as source data changed. Pachyderm's pipeline approach connected data repositories with processing stages, making it possible to automatically execute downstream jobs when new data arrived. Versioning and provenance features helped teams understand which datasets and transformations produced a particular model or result, supporting collaboration and reliable AI development at scale. Hewlett Packard Enterprise acquired Pachyderm in January 2023 to add reproducible AI pipeline and data-management capabilities to its AI-at-scale portfolio. The company's technology is associated with machine-learning pipeline automation, data version control, data lineage, and repeatable AI workflows within the HPE ecosystem.
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