The Lakehouse Optimizer by Blueprint is a cutting-edge tool that monitors Databricks environments, detects issues in data pipelines, and delivers intelligent recommendations to improve performance and reduce costs — ultimately optimizing total cost of ownership. 

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How LHO assists you:

• Proactive reporting 

  • Proactive and simplified detection of anomalies in your data and models, reducing time to market and operational costs incurred due to inefficiencies. 

• Unified tooling from data to ML 

  • Gain complete visibility into all your data and models in a matter of minutes. The auto-generated metrics enable you to measure the impact of your data and ML products more effectively right out of the box. 

• Automated root cause analysis 

  • Seamlessly debug data and model quality issues by tracing root cause back to the anomalies. Capabilities such as automated root cause analysis mean less time to value and higher efficiencies in your production pipelines. 
    
    ℹ️ Documentation overview

🕑 Recently updated

• Deploy LHO on Client Provided Resources (Azure)

  yesterday at 6:52 pm • contributed by Claudiu Barbura
• LHO Application Resource & Permissions Requirements (Azure)

  Nov 03, 2025 • contributed by Denis Pitul
• Azure LHO Deployment and Configuration

  Oct 31, 2025 • contributed by Olga Kuznetsova
• AWS LHO Deployment and Configuration

  Oct 31, 2025 • contributed by Olga Kuznetsova
• 2.30 Release Notes

  Oct 30, 2025 • contributed by Cipri

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