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Turn Databricks into a Cost-Controlled AI Engine with Pentaho

Databricks delivers powerful analytics and AI. Pentaho Data Optimizer ensures only high-value, governed data is stored and processed so your lakehouse stays lean, compliant, and performance-ready.

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Calculate Your Databricks Savings with Pentaho

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Databricks storage and compute can scale quickly, especially when redundant, obsolete, or trivial data accumulates across tables, partitions, and cloud tiers.

Pentaho Data Optimizer provides visibility into what’s active, what’s cold, and what’s quietly driving up your bill. It automatically identifies ROT data, applies lifecycle policies, intelligently tiers data, and removes waste without disrupting analytics or AI workloads.

With a few inputs, the Pentaho ROI Calculator shows how much you can save by eliminating unused data, shrinking oversized datasets, and preventing storage sprawl.

Calculate Your Savings

Reduce Databricks Spend. Strengthen Governance.

Control Data Growth at the Source

Pentaho ensures your Databricks lakehouse stores only high-value, trusted data. Identify and eliminate ROT data early to prevent uncontrolled storage and compute expansion.

Standardize Lifecycle Policies Across Clouds

Define retention, archiving, and deletion policies once, then enforce them consistently across hybrid environments.

Operational Efficiency at Enterprise Scale

Automate tiering, cleanup, and optimization across Databricks without brittle scripts or manual reviews.

Understand Where the Savings Come From

Your Pentaho + Databricks Blueprint
See how Pentaho Data Optimizer streamlines lakehouse volumes and embeds lifecycle intelligence into Databricks.

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Lifecycle Automation in 3 Minutes
See how PDO finds and eliminates storage waste, optimizes warehouse behavior, and reduces compute churn - automatically.

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See How to Move Stale Data
A guided look at Pentaho's automated data movement, including classification logic, storage tiering, lineage preservation, and non-disruptive execution.

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Let’s Talk About Turning Databricks Into an AI-Ready, Cost-Controlled Lakehouse

Pentaho Data Optimizer adds lifecycle intelligence to Databricks. Eliminate waste, reduce unnecessary compute, enforce retention policies, and maintain full visibility across your cloud environment without disrupting analytics or AI initiatives.

  • Automated ROT identification

  • Intelligent data tiering and archiving

  • Policy-driven lifecycle management

  • Cross-cloud cost transparency

  • Embedded FinOps visibility

  • No pipeline rewrites required

Schedule a Databricks Technical Review