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HPE Machine Learning Data Management Software

Automate ML data pipelines and get to production faster

Version data, capture immutable lineage, and process petabyte-scale workloads — so data engineering teams accelerate time to reliable ML models.

HPE Machine Learning Data Management Software data pipeline and versioning solution

Automated, cost-effective ML data pipelines at scale

Built for Data Engineering

Cost-effectively scale complex pipelines

A unique architecture automates pipelines and runs sophisticated transformations on any data type — cost-effective at any scale.

Why teams choose this solution

Reproducible by default, scalable to petabytes, and flexible enough to fit any stack.

Reproducibility

Immutable lineage and full versioning reproduce any outcome for auditing and compliance.

Scalability

Autoscaling and parallelization cut processing from weeks to hours — no code rewrites.

Flexibility

Any language, any data type, batch or streaming, on premises or in the cloud.

HPE partners and clients

Arize
AWS
Comet
Label Studio
Microsoft
NVIDIA
Red Hat
Snowflake

Solution Brief

HPE Machine Learning Data Management Software

Learn how automated data pipelines, immutable lineage, and data versioning at petabyte scale help data engineering teams ensure reproducibility and accelerate time to reliable ML models — on premises or in the cloud.

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Take the next steps

Explore purchasing options, request a quote, or talk with HPE experts to scope the right solution for your ML and data workloads.