Financial services · Databricks
Quantum Capital Group: Transforming energy deal evaluation with Lakebase
Public case study · not a Metric Oak engagement
- Records unified across six major data sources
- 1.5B+
- Redundant tables removed, reducing data sprawl and costs
- 100+
- Monthly data queries from business and technical users
- 11,000+
What happened
The story in brief
A private capital firm investing in energy relies on data from many vendors to value oil and gas assets. It unified more than a billion records from six major sources on Databricks and removed redundant tables, reducing sprawl and cost while widening access.
See the full financial services benchmarkPlanning something similar?
Data platform engineering
Databricks, Snowflake and Fabric built to production standards. Senior engineers, fixed scope, measured results.
Related case studies
Financial services · Databricks
ABN AMRO10x
Faster time to market: use cases deployed in 2 months
Financial services · Databricks
Addepar5x
Faster pipeline development, accelerating client onboarding
Financial services · Databricks
AME Digital90%
Accuracy in fraud prevention models
Related insights
Frequently asked questions
What results did Quantum Capital Group report?
Quantum Capital Group reported 1.5B+ records unified across six major data sources; 100+ redundant tables removed, reducing data sprawl and costs; 11,000+ monthly data queries from business and technical users, according to its customer story published by Databricks.
Which platform and technologies did Quantum Capital Group use?
Quantum Capital Group used Databricks, including Unity Catalog, Lakeflow, Lakebase, Tableau.
How do these results compare with other financial services programs?
See our financial services benchmark for median cost reductions and speed-ups across published results in the industry.
Source
Customer story published by Databricks: Transforming energy deal evaluation with Lakebase (opens databricks.com in a new tab) on databricks.com. Figures as published, retrieved 27 October 2026. The summary above is Metric Oak's own. This is not a Metric Oak engagement.
Have 30 minutes? Get a senior architect’s view of your data platform.
No sales deck. You talk to the engineer who would lead the work.
Book an architecture review