Blog Post

Analytics on Azure Blog
9 MIN READ

Azure Databricks Cost and Workload Assessment: a Local Web UI

varghesejoji's avatar
varghesejoji
Icon for Microsoft rankMicrosoft
Sep 29, 2026

TL;DR: A local web-based UI for assessing Azure Databricks costs, workload efficiency, and operational health. Run it on your machine, open it in your browser, collect evidence from selected workspaces, and export findings for human review. No application deployment to Azure is required. Who this is for: Azure architects, data engineers, financial operations (FinOps) practitioners, and Databricks platform owners.

Table of Contents Introduction 1. What you can assess 2. The five-step workflow Configure Validate Run analysis Visualize results Review & export 3. Reopen saved assessment...
Published Sep 29, 2026
Version 1.0
azure
azure databricks
shivannagundanavar's avatar
shivannagundanavar
Tin Contributor
Oct 06, 2026

Thanks, Varghese. That makes sense. I agree that Genie and the local workbench can work well together.

 

I also agree that bringing Azure Cost Management data into Unity Catalog could make the analysis much more useful. The main challenge would be making sure the costs are matched correctly and not counted twice.

 

It would be great to see this explored in the future. Genie could help with everyday questions, while the workbench could continue to support detailed and formal reviews.

 

Thanks for considering the suggestion...