HPE Machine Learning Data Management Software is a data pipelining and data versioning solution designed to support data engineering teams in automating data processing and machine learning workflows. It features a cost-effective architecture that can handle complex data transformations for both unstructured and structured data.

The software ensures reproducibility by allowing users to easily replicate and trace every output data set, model, or artifact. This capability helps meet compliance requirements, facilitates debugging, and enables users to roll back data sets, pipelines, or code as needed.

HPE Machine Learning Data Management Software can run thousands of concurrent workers and manage versions of tens of millions of files, supporting data storage needs that can reach petabyte scale. This scalability is enhanced by its proprietary parallelization and incremental processing capabilities.